From fbfa70c14ce53f9341a4cdd2513df0b1ca5d0970 Mon Sep 17 00:00:00 2001 From: Sandy Spicer Date: Tue, 8 Oct 2024 14:52:04 -0700 Subject: [PATCH 1/4] fix: udf fix for oom (#25403) Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com> --- docker/clickhouse/user_defined_function.xml | 16 +- funnel-udf/src/main.rs | 315 +-- .../insights/funnels/funnel_udf.py | 15 +- .../test_funnel_correlation_actors_udf.ambr | 28 +- .../test_funnel_correlation_udf.ambr | 250 +- .../test_funnel_persons_udf.ambr | 9 +- .../__snapshots__/test_funnel_strict.ambr | 1127 -------- .../test_funnel_strict_persons_udf.ambr | 9 +- .../__snapshots__/test_funnel_strict_udf.ambr | 2391 ++--------------- .../test/__snapshots__/test_funnel_udf.ambr | 48 +- .../insights/funnels/test/test_funnel.py | 85 + .../funnels/test/test_funnel_strict_udf.py | 70 + .../insights/funnels/test/test_funnel_udf.py | 39 + posthog/user_scripts/aggregate_funnel_aarch64 | Bin 567912 -> 574720 bytes posthog/user_scripts/aggregate_funnel_x86_64 | Bin 572616 -> 580240 bytes .../latest_user_defined_function.xml | 34 +- .../user_scripts/v0/aggregate_funnel_aarch64 | Bin 567912 -> 574720 bytes .../user_scripts/v0/aggregate_funnel_x86_64 | Bin 572616 -> 580240 bytes .../user_scripts/v0/user_defined_function.xml | 34 +- 19 files changed, 803 insertions(+), 3667 deletions(-) diff --git a/docker/clickhouse/user_defined_function.xml b/docker/clickhouse/user_defined_function.xml index 9b58b380066e6..6af0f89bdafdb 100644 --- a/docker/clickhouse/user_defined_function.xml +++ b/docker/clickhouse/user_defined_function.xml @@ -1,6 +1,6 @@ - executable + executable_pool aggregate_funnel Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID)))) result @@ -34,7 +34,7 @@ - executable + executable_pool aggregate_funnel_cohort Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID)))) result @@ -68,7 +68,7 @@ - executable + executable_pool aggregate_funnel_array Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID)))) result @@ -102,7 +102,7 @@ - executable + executable_pool aggregate_funnel_test String result @@ -136,7 +136,7 @@ - executable + executable_pool aggregate_funnel_trends Array(Tuple(DateTime, Int8, Nullable(String))) result @@ -178,7 +178,7 @@ - executable + executable_pool aggregate_funnel_array_trends Array(Tuple(DateTime, Int8, Array(String))) @@ -217,7 +217,7 @@ - executable + executable_pool aggregate_funnel_cohort_trends Array(Tuple(DateTime, Int8, UInt64)) @@ -256,7 +256,7 @@ - executable + executable_pool aggregate_funnel_array_trends_test String result diff --git a/funnel-udf/src/main.rs b/funnel-udf/src/main.rs index 78775a9dd35b3..6169b0de2f824 100644 --- a/funnel-udf/src/main.rs +++ b/funnel-udf/src/main.rs @@ -2,7 +2,7 @@ use serde::{Deserialize, Serialize}; use serde_json::json; use std::io::{self, BufRead, Write}; use std::iter::repeat; -use itertools::Itertools; +use itertools::{Itertools}; use uuid::Uuid; #[derive(Clone, PartialEq, Deserialize, Serialize)] @@ -25,13 +25,13 @@ struct Event { timestamp: f64, uuid: Uuid, breakdown: PropVal, - steps: Vec, + steps: Vec, } #[derive(Deserialize)] struct Args { - num_steps: i32, - conversion_window_limit: u64, + num_steps: usize, + conversion_window_limit: u64, // In seconds breakdown_attribution_type: String, funnel_order_type: String, prop_vals: Vec, @@ -39,47 +39,56 @@ struct Args { } #[derive(Serialize)] -struct Result(i32, PropVal, Vec, Vec>); +struct Result(i8, PropVal, Vec, Vec>); + +struct Vars { + max_step: (usize, EnteredTimestamp), + event_uuids: Vec>, + entered_timestamp: Vec +} + +struct AggregateFunnelRow { + breakdown_step: Option, + results: Vec, +} const MAX_REPLAY_EVENTS: usize = 10; +const DEFAULT_ENTERED_TIMESTAMP: EnteredTimestamp = EnteredTimestamp { + timestamp: 0.0, + timings: vec![], + uuids: vec![], +}; + #[inline(always)] fn parse_args(line: &str) -> Args { serde_json::from_str(line).expect("Invalid JSON input") } -#[inline(always)] -fn calculate_funnel_from_user_events( - num_steps: i32, - conversion_window_limit_seconds: u64, - breakdown_attribution_type: &str, - funnel_order_type: &str, - prop_vals: Vec, - events: Vec, -) -> Vec { - let default_entered_timestamp = EnteredTimestamp { - timestamp: 0.0, - timings: vec![], - uuids: vec![], - }; - let breakdown_step = if breakdown_attribution_type.starts_with("step_") { - breakdown_attribution_type[5..].parse::().ok() - } else { - None - }; +impl AggregateFunnelRow { + #[inline(always)] + fn calculate_funnel_from_user_events(&mut self, args: &Args) -> &Vec { + if args.breakdown_attribution_type.starts_with("step_") { + self.breakdown_step = args.breakdown_attribution_type[5..].parse::().ok() + } + + args.prop_vals.iter().for_each(|prop_val| self.loop_prop_val(args, prop_val)); - let mut results: Vec = Vec::with_capacity(prop_vals.len()); + &self.results + } - for prop_val in prop_vals { - let mut max_step = (0, default_entered_timestamp.clone()); - let mut entered_timestamp = vec![default_entered_timestamp.clone(); (num_steps + 1) as usize]; - let mut event_uuids: Vec> = repeat(Vec::new()).take(num_steps as usize).collect(); - let mut add_max_step = true; + #[inline(always)] + fn loop_prop_val(&mut self, args: &Args, prop_val: &PropVal) { + let mut vars = Vars { + max_step: (0, DEFAULT_ENTERED_TIMESTAMP.clone()), + event_uuids: repeat(Vec::new()).take(args.num_steps).collect(), + entered_timestamp: vec![DEFAULT_ENTERED_TIMESTAMP.clone(); args.num_steps + 1] + }; - let filtered_events = events.iter() + let filtered_events = args.value.iter() .filter(|e| { - if breakdown_attribution_type == "all_events" { - e.breakdown == prop_val + if args.breakdown_attribution_type == "all_events" { + e.breakdown == *prop_val } else { true } @@ -88,149 +97,152 @@ fn calculate_funnel_from_user_events( for (timestamp, events_with_same_timestamp) in &filtered_events { let events_with_same_timestamp: Vec<_> = events_with_same_timestamp.collect(); - entered_timestamp[0] = EnteredTimestamp { + vars.entered_timestamp[0] = EnteredTimestamp { timestamp, timings: vec![], uuids: vec![], }; if events_with_same_timestamp.len() == 1 { - if !process_event( + if !self.process_event( + args, + &mut vars, &events_with_same_timestamp[0], - &mut entered_timestamp, - &prop_val, - &mut event_uuids, - conversion_window_limit_seconds, - funnel_order_type, - &mut max_step, - breakdown_step, - &mut results, + prop_val, + false ) { - add_max_step = false; - break; + return; } - } else { - // Handle permutations for events with the same timestamp - let mut entered_timestamps: Vec<_> = vec![]; - for perm in events_with_same_timestamp.iter().permutations(events_with_same_timestamp.len()) { - entered_timestamps.push(entered_timestamp.clone()); - for event in perm { - if !process_event( - &event, - &mut entered_timestamps.last_mut().unwrap(), - &prop_val, - &mut event_uuids, - conversion_window_limit_seconds, - funnel_order_type, - &mut max_step, - breakdown_step, - &mut results, - ) { - add_max_step = false; - break; - } + } else if events_with_same_timestamp.iter().map(|x| &x.steps).all_equal() { + // Deal with the most common case where they are all the same event (order doesn't matter) + for event in events_with_same_timestamp { + if !self.process_event( + args, + &mut vars, + event, + prop_val, + false + ) { + return; } } - for i in 0..entered_timestamp.len() { - entered_timestamp[i] = entered_timestamps.iter().max_by_key(|x| x[i].timestamp as i32).unwrap()[i].clone(); + } else { + // Handle permutations for different events with the same timestamp + // We ignore strict steps and exclusions in this case + // The behavior here is mostly dictated by how it was handled in the old style + + let sorted_events = events_with_same_timestamp + .iter() + .flat_map(|&event| { + event.steps + .iter() + .filter(|&&step| step > 0) + .map(|&step| Event { steps: vec![step], ..event.clone() }) + }).sorted_by_key(|event| event.steps[0]); + + // Run exclusions, if they exist, then run matching events. + for event in sorted_events { + if !self.process_event( + args, + &mut vars, + &event, + &prop_val, + true + ) { + return; + } } } - if entered_timestamp[num_steps as usize].timestamp > 0.0 { + // If we hit the goal, we can terminate early + if vars.entered_timestamp[args.num_steps].timestamp > 0.0 { break; } } - if add_max_step { - let final_index = max_step.0; - let final_value = &max_step.1; + // Find the furthest step we have made it to and print it + let final_index = vars.max_step.0; + let final_value = &vars.max_step.1; - for i in 0..final_index { - //if event_uuids[i].len() >= MAX_REPLAY_EVENTS && !event_uuids[i].contains(&final_value.uuids[i]) { - // Always put the actual event uuids first, we use it to extract timestamps - // This might create duplicates, but that's fine (we can remove it in clickhouse) - event_uuids[i].insert(0, final_value.uuids[i].clone()); - } - results.push(Result( - final_index as i32 - 1, - prop_val, - final_value.timings.windows(2).map(|w| w[1] - w[0]).collect(), - event_uuids - )) + for i in 0..final_index { + //if event_uuids[i].len() >= MAX_REPLAY_EVENTS && !event_uuids[i].contains(&final_value.uuids[i]) { + // Always put the actual event uuids first, we use it to extract timestamps + // This might create duplicates, but that's fine (we can remove it in clickhouse) + vars.event_uuids[i].insert(0, final_value.uuids[i].clone()); } + self.results.push(Result( + final_index as i8 - 1, + prop_val.clone(), + final_value.timings.windows(2).map(|w| w[1] - w[0]).collect(), + vars.event_uuids, + )) } - results -} - -#[inline(always)] -fn process_event( - event: &Event, - entered_timestamp: &mut Vec, - prop_val: &PropVal, - event_uuids: &mut Vec>, - conversion_window_limit_seconds: u64, - funnel_order_type: &str, - max_step: &mut (usize, EnteredTimestamp), - breakdown_step: Option, - results: &mut Vec -) -> bool { - for step in event.steps.iter().rev() { - let mut exclusion = false; - let step = (if *step < 0 { - exclusion = true; - -*step - } else { - *step - }) as usize; + #[inline(always)] + fn process_event( + &mut self, + args: &Args, + vars: &mut Vars, + event: &Event, + prop_val: &PropVal, + processing_multiple_events: bool + ) -> bool { + for step in event.steps.iter().rev() { + let mut exclusion = false; + let step = (if *step < 0 { + exclusion = true; + -*step + } else { + *step + }) as usize; - let in_match_window = (event.timestamp - entered_timestamp[step - 1].timestamp) <= conversion_window_limit_seconds as f64; - let already_reached_this_step = entered_timestamp[step].timestamp == entered_timestamp[step - 1].timestamp - && entered_timestamp[step].timestamp != 0.0; + let in_match_window = (event.timestamp - vars.entered_timestamp[step - 1].timestamp) <= args.conversion_window_limit as f64; + let already_reached_this_step = vars.entered_timestamp[step].timestamp == vars.entered_timestamp[step - 1].timestamp + && vars.entered_timestamp[step].timestamp != 0.0; - if in_match_window && !already_reached_this_step { - if exclusion { - results.push(Result ( -1, prop_val.clone(), vec![], vec![] )); - return false; - } - let is_unmatched_step_attribution = breakdown_step.map( |breakdown_step| step == breakdown_step - 1 ).unwrap_or(false) && *prop_val != event.breakdown; - if !is_unmatched_step_attribution { - entered_timestamp[step] = EnteredTimestamp { - timestamp: entered_timestamp[step - 1].timestamp, - timings: { - let mut timings = entered_timestamp[step - 1].timings.clone(); - timings.push(event.timestamp); - timings - }, - uuids: { - let mut uuids = entered_timestamp[step - 1].uuids.clone(); - uuids.push(event.uuid); - uuids - }, - }; - if event_uuids[step - 1].len() < MAX_REPLAY_EVENTS - 1 { - event_uuids[step - 1].push(event.uuid); + if in_match_window && !already_reached_this_step { + if exclusion { + self.results.push(Result(-1, prop_val.clone(), vec![], vec![])); + return false; + } + let is_unmatched_step_attribution = self.breakdown_step.map(|breakdown_step| step == breakdown_step - 1).unwrap_or(false) && *prop_val != event.breakdown; + let already_used_event = processing_multiple_events && vars.entered_timestamp[step-1].uuids.contains(&event.uuid); + if !is_unmatched_step_attribution && !already_used_event { + vars.entered_timestamp[step] = EnteredTimestamp { + timestamp: vars.entered_timestamp[step - 1].timestamp, + timings: { + let mut timings = vars.entered_timestamp[step - 1].timings.clone(); + timings.push(event.timestamp); + timings + }, + uuids: { + let mut uuids = vars.entered_timestamp[step - 1].uuids.clone(); + uuids.push(event.uuid); + uuids + }, + }; + if vars.event_uuids[step - 1].len() < MAX_REPLAY_EVENTS - 1 { + vars.event_uuids[step - 1].push(event.uuid); + } + if step > vars.max_step.0 { + vars.max_step = (step, vars.entered_timestamp[step].clone()); + } } - } - if step > max_step.0 { - *max_step = (step, entered_timestamp[step].clone()); } } - } - if funnel_order_type == "strict" { - for i in 1..entered_timestamp.len() { - if !event.steps.contains(&(i as i32)) { - entered_timestamp[i] = EnteredTimestamp { - timestamp: 0.0, - timings: vec![], - uuids: vec![], - }; + // If a strict funnel, clear all of the steps that we didn't match to + // If we are processing multiple events, skip this step, because ordering makes it complicated + if !processing_multiple_events && args.funnel_order_type == "strict" { + for i in 1..vars.entered_timestamp.len() { + if !event.steps.contains(&(i as i8)) { + vars.entered_timestamp[i] = DEFAULT_ENTERED_TIMESTAMP; + } } } - } - true + true + } } fn main() { @@ -240,14 +252,11 @@ fn main() { for line in stdin.lock().lines() { if let Ok(line) = line { let args = parse_args(&line); - let result = calculate_funnel_from_user_events( - args.num_steps, - args.conversion_window_limit, - &args.breakdown_attribution_type, - &args.funnel_order_type, - args.prop_vals, - args.value - ); + let mut aggregate_funnel_row = AggregateFunnelRow { + results: Vec::with_capacity(args.prop_vals.len()), + breakdown_step: Option::None, + }; + let result = aggregate_funnel_row.calculate_funnel_from_user_events(&args); let output = json!({ "result": result }); writeln!(stdout, "{}", output).unwrap(); stdout.flush().unwrap(); diff --git a/posthog/hogql_queries/insights/funnels/funnel_udf.py b/posthog/hogql_queries/insights/funnels/funnel_udf.py index b2568acc74538..a49cbd09d4984 100644 --- a/posthog/hogql_queries/insights/funnels/funnel_udf.py +++ b/posthog/hogql_queries/insights/funnels/funnel_udf.py @@ -37,6 +37,18 @@ def conversion_window_limit(self) -> int: self.context.funnelWindowInterval * DATERANGE_MAP[self.context.funnelWindowIntervalUnit].total_seconds() ) + # This is used to reduce the number of events we look at in strict funnels + # We remove a non-matching event if there was already one before it (that don't have the same timestamp) + def _array_filter(self): + if self.context.funnelsFilter.funnelOrderType == "strict": + return f""" + arrayFilter( + (x, i) -> not (isNotNull(events_array[i-1]) and empty(x.4) and empty(events_array[i-1].4) and x.1 > events_array[i-1].1), + events_array, + arrayEnumerate(events_array)) + """ + return "events_array" + # This is the function that calls the UDF # This is used by both the query itself and the actors query def _inner_aggregation_query(self): @@ -93,13 +105,14 @@ def matched_event_arrays_selects(): inner_select = parse_select( f""" SELECT + arraySort(t -> t.1, groupArray(tuple(toFloat(timestamp), uuid, {prop_selector}, arrayFilter((x) -> x != 0, [{steps}{exclusions}])))) as events_array, arrayJoin({fn}( {self.context.max_steps}, {self.conversion_window_limit()}, '{breakdown_attribution_string}', '{self.context.funnelsFilter.funnelOrderType}', {prop_vals}, - arraySort(t -> t.1, groupArray(tuple(toFloat(timestamp), uuid, {prop_selector}, arrayFilter((x) -> x != 0, [{steps}{exclusions}])))) + {self._array_filter()} )) as af_tuple, af_tuple.1 as step_reached, af_tuple.1 + 1 as steps, -- Backward compatibility diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr index c55def5ee7da4..a53fbc8987b1e 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_actors_udf.ambr @@ -25,7 +25,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -76,7 +77,7 @@ JOIN (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, '$pageview'), 1, 0) AS step_0, if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1 FROM events AS e @@ -147,7 +148,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -199,7 +201,7 @@ JOIN (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[3][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, '$pageview'), 1, 0) AS step_0, if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1, if(equals(e.event, 'insight updated'), 1, 0) AS step_2 FROM events AS e @@ -262,7 +264,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -316,7 +319,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, '$pageview'), 1, 0) AS step_0, if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1 FROM events AS e @@ -385,7 +388,8 @@ rowNumberInBlock() AS row_number, breakdown AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -441,7 +445,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -495,7 +500,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, '$pageview'), 1, 0) AS step_0, if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1 FROM events AS e @@ -567,7 +572,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -621,7 +627,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, '$pageview'), 1, 0) AS step_0, if(equals(e.event, 'insight analyzed'), 1, 0) AS step_1 FROM events AS e diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr index e1ddaaabb7ece..ed6e57f0db7b0 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_correlation_udf.ambr @@ -21,7 +21,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -68,7 +69,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -126,7 +128,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -186,7 +189,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -244,7 +248,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -298,7 +303,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -370,7 +375,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -424,7 +430,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -496,7 +502,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -550,7 +557,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -622,7 +629,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -676,7 +684,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -748,7 +756,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -808,7 +817,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -866,7 +876,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -920,7 +931,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -992,7 +1003,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1046,7 +1058,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -1118,7 +1130,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1172,7 +1185,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -1244,7 +1257,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1298,7 +1312,7 @@ FROM (SELECT aggregation_target AS actor_id, matched_events_array[plus(step_reached, 1)] AS matching_events, (matched_events_array[1][1]).1 AS timestamp, nullIf((matched_events_array[2][1]).1, 0) AS final_timestamp, (matched_events_array[1][1]).1 AS first_timestamp, steps AS steps, final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, af_tuple.3 AS timings, af_tuple.4 AS matched_event_uuids_array_array, groupArray(tuple(timestamp, uuid, `$session_id`, `$window_id`)) AS user_events, mapFromArrays(arrayMap(x -> x.2, user_events), user_events) AS user_events_map, arrayMap(matched_event_uuids_array -> arrayMap(event_uuid -> user_events_map[event_uuid], arrayDistinct(matched_event_uuids_array)), matched_event_uuids_array_array) AS matched_events_array, aggregation_target AS aggregation_target FROM (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, e.uuid AS uuid, e.`$session_id` AS `$session_id`, e.`$window_id` AS `$window_id`, if(equals(e.event, 'user signed up'), 1, 0) AS step_0, if(equals(e.event, 'paid'), 1, 0) AS step_1 FROM events AS e @@ -1372,7 +1386,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1413,7 +1428,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1466,7 +1482,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1507,7 +1524,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1555,7 +1573,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1595,7 +1614,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1645,7 +1665,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1707,7 +1728,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1769,7 +1791,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1831,7 +1854,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1891,7 +1915,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1939,7 +1964,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1997,7 +2023,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2059,7 +2086,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2119,7 +2147,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2159,7 +2188,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2209,7 +2239,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2271,7 +2302,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2333,7 +2365,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2395,7 +2428,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2455,7 +2489,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2503,7 +2538,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2561,7 +2597,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2623,7 +2660,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2686,7 +2724,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2738,7 +2777,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2787,7 +2827,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2856,7 +2897,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2925,7 +2967,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2994,7 +3037,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3065,7 +3109,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3117,7 +3162,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3168,7 +3214,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3220,7 +3267,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3269,7 +3317,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3338,7 +3387,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3407,7 +3457,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3476,7 +3527,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3547,7 +3599,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3599,7 +3652,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3650,7 +3704,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3702,7 +3757,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3751,7 +3807,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3820,7 +3877,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3889,7 +3947,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -3958,7 +4017,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4029,7 +4089,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4081,7 +4142,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4132,7 +4194,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4184,7 +4247,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4233,7 +4297,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4302,7 +4367,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4371,7 +4437,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4440,7 +4507,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4511,7 +4579,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4563,7 +4632,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4614,7 +4684,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4666,7 +4737,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4715,7 +4787,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4784,7 +4857,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4853,7 +4927,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4922,7 +4997,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -4993,7 +5069,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -5045,7 +5122,8 @@ final_timestamp, first_timestamp FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_persons_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_persons_udf.ambr index 90e66603e5963..42c71c0354c39 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_persons_udf.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_persons_udf.ambr @@ -8,7 +8,8 @@ (SELECT aggregation_target AS actor_id, matched_events_array[1] AS matching_events FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -81,7 +82,8 @@ (SELECT aggregation_target AS actor_id, matched_events_array[2] AS matching_events FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -154,7 +156,8 @@ (SELECT aggregation_target AS actor_id, matched_events_array[2] AS matching_events FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict.ambr index 5133b5e227437..fbc88b8a5d2ec 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict.ambr @@ -1,1131 +1,4 @@ # serializer version: 1 -# name: BaseTestFunnelStrictStepsBreakdown.test_funnel_breakdown_correct_breakdown_props_are_chosen - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - if(isNaN(avgArrayOrNull(step_1_conversion_time_array) AS inter_1_conversion), NULL, inter_1_conversion) AS step_1_average_conversion_time, - if(isNaN(medianArrayOrNull(step_1_conversion_time_array) AS inter_1_median), NULL, inter_1_median) AS step_1_median_conversion_time, - if(ifNull(less(row_number, 26), 0), prop, ['Other']) AS final_prop - FROM - (SELECT countIf(ifNull(equals(steps, 1), 0)) AS step_1, - countIf(ifNull(equals(steps, 2), 0)) AS step_2, - groupArray(step_1_conversion_time) AS step_1_conversion_time_array, - prop AS prop, - row_number() OVER ( - ORDER BY step_2 DESC) AS row_number - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - prop AS prop, - min(step_1_conversion_time) AS step_1_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - max(steps) OVER (PARTITION BY aggregation_target, - prop) AS max_steps, - step_1_conversion_time AS step_1_conversion_time, - prop AS prop - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - prop AS prop, - if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1) AS steps, - if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - min(latest_1) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1, - prop AS prop - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - if(notEmpty(arrayFilter(x -> notEmpty(x), prop_vals)), prop_vals, ['']) AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(and(equals(e.event, 'buy'), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', ''), 'xyz'), 0)), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, notEmpty(arrayFilter(x -> notEmpty(x), prop))) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))) - WHERE ifNull(equals(step_0, 1), 0))) - GROUP BY aggregation_target, - steps, - prop - HAVING ifNull(equals(steps, max(max_steps)), isNull(steps) - and isNull(max(max_steps)))) - GROUP BY prop) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: BaseTestFunnelStrictStepsBreakdown.test_funnel_breakdown_correct_breakdown_props_are_chosen_for_step - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - if(isNaN(avgArrayOrNull(step_1_conversion_time_array) AS inter_1_conversion), NULL, inter_1_conversion) AS step_1_average_conversion_time, - if(isNaN(medianArrayOrNull(step_1_conversion_time_array) AS inter_1_median), NULL, inter_1_median) AS step_1_median_conversion_time, - if(ifNull(less(row_number, 26), 0), prop, ['Other']) AS final_prop - FROM - (SELECT countIf(ifNull(equals(steps, 1), 0)) AS step_1, - countIf(ifNull(equals(steps, 2), 0)) AS step_2, - groupArray(step_1_conversion_time) AS step_1_conversion_time_array, - prop AS prop, - row_number() OVER ( - ORDER BY step_2 DESC) AS row_number - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - prop AS prop, - min(step_1_conversion_time) AS step_1_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - max(steps) OVER (PARTITION BY aggregation_target, - prop) AS max_steps, - step_1_conversion_time AS step_1_conversion_time, - prop AS prop - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - prop AS prop, - if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1) AS steps, - if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - min(latest_1) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1, - prop AS prop - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - prop_basic AS prop_basic, - prop_0 AS prop_0, - prop_1 AS prop_1, - prop, - prop_vals AS prop_vals, - prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(and(equals(e.event, 'buy'), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', ''), 'xyz'), 0)), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, - if(ifNull(equals(step_0, 1), 0), prop_basic, []) AS prop_0, - if(ifNull(equals(step_1, 1), 0), prop_basic, []) AS prop_1, - prop_1 AS prop, - groupUniqArray(prop) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))) ARRAY - JOIN prop_vals AS prop - WHERE ifNull(notEquals(prop, []), isNotNull(prop) - or isNotNull([])))) - WHERE ifNull(equals(step_0, 1), 0))) - GROUP BY aggregation_target, - steps, - prop - HAVING ifNull(equals(steps, max(max_steps)), isNull(steps) - and isNull(max(max_steps)))) - GROUP BY prop) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: BaseTestFunnelStrictStepsBreakdown.test_funnel_step_multiple_breakdown_snapshot - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - if(isNaN(avgArrayOrNull(step_1_conversion_time_array) AS inter_1_conversion), NULL, inter_1_conversion) AS step_1_average_conversion_time, - if(isNaN(medianArrayOrNull(step_1_conversion_time_array) AS inter_1_median), NULL, inter_1_median) AS step_1_median_conversion_time, - if(ifNull(less(row_number, 26), 0), prop, ['Other']) AS final_prop - FROM - (SELECT countIf(ifNull(equals(steps, 1), 0)) AS step_1, - countIf(ifNull(equals(steps, 2), 0)) AS step_2, - groupArray(step_1_conversion_time) AS step_1_conversion_time_array, - prop AS prop, - row_number() OVER ( - ORDER BY step_2 DESC) AS row_number - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - prop AS prop, - min(step_1_conversion_time) AS step_1_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - max(steps) OVER (PARTITION BY aggregation_target, - prop) AS max_steps, - step_1_conversion_time AS step_1_conversion_time, - prop AS prop - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - prop AS prop, - if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1) AS steps, - if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - min(latest_1) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1, - prop AS prop - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - if(notEmpty(arrayFilter(x -> notEmpty(x), prop_vals)), prop_vals, ['', '']) AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(equals(e.event, 'buy'), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), ''), ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, notEmpty(arrayFilter(x -> notEmpty(x), prop))) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))) - WHERE ifNull(equals(step_0, 1), 0))) - GROUP BY aggregation_target, - steps, - prop - HAVING ifNull(equals(steps, max(max_steps)), isNull(steps) - and isNull(max(max_steps)))) - GROUP BY prop) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_aggregate_by_groups_breakdown_group_person_on_events - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - sum(step_3) AS step_3, - if(isNaN(avgArrayOrNull(step_1_conversion_time_array) AS inter_1_conversion), NULL, inter_1_conversion) AS step_1_average_conversion_time, - if(isNaN(avgArrayOrNull(step_2_conversion_time_array) AS inter_2_conversion), NULL, inter_2_conversion) AS step_2_average_conversion_time, - if(isNaN(medianArrayOrNull(step_1_conversion_time_array) AS inter_1_median), NULL, inter_1_median) AS step_1_median_conversion_time, - if(isNaN(medianArrayOrNull(step_2_conversion_time_array) AS inter_2_median), NULL, inter_2_median) AS step_2_median_conversion_time, - if(ifNull(less(row_number, 26), 0), prop, 'Other') AS final_prop - FROM - (SELECT countIf(ifNull(equals(steps, 1), 0)) AS step_1, - countIf(ifNull(equals(steps, 2), 0)) AS step_2, - countIf(ifNull(equals(steps, 3), 0)) AS step_3, - groupArray(step_1_conversion_time) AS step_1_conversion_time_array, - groupArray(step_2_conversion_time) AS step_2_conversion_time_array, - prop AS prop, - row_number() OVER ( - ORDER BY step_3 DESC) AS row_number - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - prop AS prop, - min(step_1_conversion_time) AS step_1_conversion_time, - min(step_2_conversion_time) AS step_2_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - max(steps) OVER (PARTITION BY aggregation_target, - prop) AS max_steps, - step_1_conversion_time AS step_1_conversion_time, - step_2_conversion_time AS step_2_conversion_time, - prop AS prop - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - prop AS prop, - if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0), ifNull(lessOrEquals(latest_1, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 3, if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1)) AS steps, - if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time, - if(and(isNotNull(latest_2), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_1, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_1, latest_2), NULL) AS step_2_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - min(latest_1) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1, - step_2 AS step_2, - min(latest_2) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) AS latest_2, - prop AS prop - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - prop_vals AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - e.`$group_0` AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(equals(e.event, 'play movie'), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - if(equals(e.event, 'buy'), 1, 0) AS step_2, - if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2, - ifNull(toString(e__group_0.properties___industry), '') AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT JOIN - (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry, - groups.group_type_index AS index, - groups.group_key AS key - FROM groups - WHERE and(equals(groups.team_id, 2), equals(index, 0)) - GROUP BY groups.group_type_index, - groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))) - WHERE ifNull(equals(step_0, 1), 0))) - GROUP BY aggregation_target, - steps, - prop - HAVING ifNull(equals(steps, max(max_steps)), isNull(steps) - and isNull(max(max_steps)))) - GROUP BY prop) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_aggregate_by_groups_breakdown_group_person_on_events_poe_v2 - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - sum(step_3) AS step_3, - if(isNaN(avgArrayOrNull(step_1_conversion_time_array) AS inter_1_conversion), NULL, inter_1_conversion) AS step_1_average_conversion_time, - if(isNaN(avgArrayOrNull(step_2_conversion_time_array) AS inter_2_conversion), NULL, inter_2_conversion) AS step_2_average_conversion_time, - if(isNaN(medianArrayOrNull(step_1_conversion_time_array) AS inter_1_median), NULL, inter_1_median) AS step_1_median_conversion_time, - if(isNaN(medianArrayOrNull(step_2_conversion_time_array) AS inter_2_median), NULL, inter_2_median) AS step_2_median_conversion_time, - if(ifNull(less(row_number, 26), 0), prop, 'Other') AS final_prop - FROM - (SELECT countIf(ifNull(equals(steps, 1), 0)) AS step_1, - countIf(ifNull(equals(steps, 2), 0)) AS step_2, - countIf(ifNull(equals(steps, 3), 0)) AS step_3, - groupArray(step_1_conversion_time) AS step_1_conversion_time_array, - groupArray(step_2_conversion_time) AS step_2_conversion_time_array, - prop AS prop, - row_number() OVER ( - ORDER BY step_3 DESC) AS row_number - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - prop AS prop, - min(step_1_conversion_time) AS step_1_conversion_time, - min(step_2_conversion_time) AS step_2_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - max(steps) OVER (PARTITION BY aggregation_target, - prop) AS max_steps, - step_1_conversion_time AS step_1_conversion_time, - step_2_conversion_time AS step_2_conversion_time, - prop AS prop - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - prop AS prop, - if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0), ifNull(lessOrEquals(latest_1, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 3, if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1)) AS steps, - if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time, - if(and(isNotNull(latest_2), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_1, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_1, latest_2), NULL) AS step_2_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - min(latest_1) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1, - step_2 AS step_2, - min(latest_2) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) AS latest_2, - prop AS prop - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - prop_vals AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - e.`$group_0` AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(equals(e.event, 'play movie'), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - if(equals(e.event, 'buy'), 1, 0) AS step_2, - if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2, - ifNull(toString(e__group_0.properties___industry), '') AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT JOIN - (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry, - groups.group_type_index AS index, - groups.group_key AS key - FROM groups - WHERE and(equals(groups.team_id, 2), equals(index, 0)) - GROUP BY groups.group_type_index, - groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))) - WHERE ifNull(equals(step_0, 1), 0))) - GROUP BY aggregation_target, - steps, - prop - HAVING ifNull(equals(steps, max(max_steps)), isNull(steps) - and isNull(max(max_steps)))) - GROUP BY prop) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - sum(step_3) AS step_3, - if(isNaN(avgArrayOrNull(step_1_conversion_time_array) AS inter_1_conversion), NULL, inter_1_conversion) AS step_1_average_conversion_time, - if(isNaN(avgArrayOrNull(step_2_conversion_time_array) AS inter_2_conversion), NULL, inter_2_conversion) AS step_2_average_conversion_time, - if(isNaN(medianArrayOrNull(step_1_conversion_time_array) AS inter_1_median), NULL, inter_1_median) AS step_1_median_conversion_time, - if(isNaN(medianArrayOrNull(step_2_conversion_time_array) AS inter_2_median), NULL, inter_2_median) AS step_2_median_conversion_time, - if(ifNull(less(row_number, 26), 0), prop, 'Other') AS final_prop - FROM - (SELECT countIf(ifNull(equals(steps, 1), 0)) AS step_1, - countIf(ifNull(equals(steps, 2), 0)) AS step_2, - countIf(ifNull(equals(steps, 3), 0)) AS step_3, - groupArray(step_1_conversion_time) AS step_1_conversion_time_array, - groupArray(step_2_conversion_time) AS step_2_conversion_time_array, - prop AS prop, - row_number() OVER ( - ORDER BY step_3 DESC) AS row_number - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - prop AS prop, - min(step_1_conversion_time) AS step_1_conversion_time, - min(step_2_conversion_time) AS step_2_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - max(steps) OVER (PARTITION BY aggregation_target, - prop) AS max_steps, - step_1_conversion_time AS step_1_conversion_time, - step_2_conversion_time AS step_2_conversion_time, - prop AS prop - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - prop AS prop, - if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0), ifNull(lessOrEquals(latest_1, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 3, if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1)) AS steps, - if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time, - if(and(isNotNull(latest_2), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_1, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_1, latest_2), NULL) AS step_2_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - min(latest_1) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1, - step_2 AS step_2, - min(latest_2) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) AS latest_2, - prop AS prop - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - prop_vals AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(equals(e.event, 'play movie'), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - if(equals(e.event, 'buy'), 1, 0) AS step_2, - if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2, - ifNull(toString(e__group_0.properties___industry), '') AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - LEFT JOIN - (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry, - groups.group_type_index AS index, - groups.group_key AS key - FROM groups - WHERE and(equals(groups.team_id, 2), equals(index, 0)) - GROUP BY groups.group_type_index, - groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))) - WHERE ifNull(equals(step_0, 1), 0))) - GROUP BY aggregation_target, - steps, - prop - HAVING ifNull(equals(steps, max(max_steps)), isNull(steps) - and isNull(max(max_steps)))) - GROUP BY prop) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.1 - ''' - - SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value, - count(*) as count - FROM events e - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND event IN ['buy', 'play movie', 'sign up'] - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - GROUP BY value - ORDER BY count DESC, value DESC - LIMIT 26 - OFFSET 0 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.2 - ''' - - SELECT aggregation_target AS actor_id - FROM - (SELECT aggregation_target, - steps, - avg(step_1_conversion_time) step_1_average_conversion_time_inner, - avg(step_2_conversion_time) step_2_average_conversion_time_inner, - median(step_1_conversion_time) step_1_median_conversion_time_inner, - median(step_2_conversion_time) step_2_median_conversion_time_inner, - prop - FROM - (SELECT aggregation_target, - steps, - max(steps) over (PARTITION BY aggregation_target, - prop) as max_steps, - step_1_conversion_time, - step_2_conversion_time, - prop - FROM - (SELECT *, - if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY - AND latest_1 <= latest_2 - AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps, - if(isNotNull(latest_1) - AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time, - if(isNotNull(latest_2) - AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time - FROM - (SELECT aggregation_target, timestamp, step_0, - latest_0, - step_1, - min(latest_1) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1, - step_2, - min(latest_2) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 , - if(has(['technology', 'finance'], prop), prop, 'Other') as prop - FROM - (SELECT *, - prop_vals as prop - FROM - (SELECT e.timestamp as timestamp, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id, - if(event = 'sign up', 1, 0) as step_0, - if(step_0 = 1, timestamp, null) as latest_0, - if(event = 'play movie', 1, 0) as step_1, - if(step_1 = 1, timestamp, null) as latest_1, - if(event = 'buy', 1, 0) as step_2, - if(step_2 = 1, timestamp, null) as latest_2, - replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic, - prop_basic as prop, - argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals - FROM events e - LEFT OUTER JOIN - (SELECT distinct_id, - argMax(person_id, version) as person_id - FROM person_distinct_id2 - WHERE team_id = 2 - AND distinct_id IN - (SELECT distinct_id - FROM events - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') ) - GROUP BY distinct_id - HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - AND (1=1) ))) - WHERE step_0 = 1 )) - GROUP BY aggregation_target, - steps, - prop - HAVING steps = max_steps) - WHERE steps IN [1, 2, 3] - AND arrayFlatten(array(prop)) = arrayFlatten(array('finance')) - ORDER BY aggregation_target - LIMIT 100 - OFFSET 0 SETTINGS max_ast_elements=1000000, - max_expanded_ast_elements=1000000 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.3 - ''' - - SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value, - count(*) as count - FROM events e - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND event IN ['buy', 'play movie', 'sign up'] - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - GROUP BY value - ORDER BY count DESC, value DESC - LIMIT 26 - OFFSET 0 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.4 - ''' - - SELECT aggregation_target AS actor_id - FROM - (SELECT aggregation_target, - steps, - avg(step_1_conversion_time) step_1_average_conversion_time_inner, - avg(step_2_conversion_time) step_2_average_conversion_time_inner, - median(step_1_conversion_time) step_1_median_conversion_time_inner, - median(step_2_conversion_time) step_2_median_conversion_time_inner, - prop - FROM - (SELECT aggregation_target, - steps, - max(steps) over (PARTITION BY aggregation_target, - prop) as max_steps, - step_1_conversion_time, - step_2_conversion_time, - prop - FROM - (SELECT *, - if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY - AND latest_1 <= latest_2 - AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps, - if(isNotNull(latest_1) - AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time, - if(isNotNull(latest_2) - AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time - FROM - (SELECT aggregation_target, timestamp, step_0, - latest_0, - step_1, - min(latest_1) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1, - step_2, - min(latest_2) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 , - if(has(['technology', 'finance'], prop), prop, 'Other') as prop - FROM - (SELECT *, - prop_vals as prop - FROM - (SELECT e.timestamp as timestamp, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id, - if(event = 'sign up', 1, 0) as step_0, - if(step_0 = 1, timestamp, null) as latest_0, - if(event = 'play movie', 1, 0) as step_1, - if(step_1 = 1, timestamp, null) as latest_1, - if(event = 'buy', 1, 0) as step_2, - if(step_2 = 1, timestamp, null) as latest_2, - replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic, - prop_basic as prop, - argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals - FROM events e - LEFT OUTER JOIN - (SELECT distinct_id, - argMax(person_id, version) as person_id - FROM person_distinct_id2 - WHERE team_id = 2 - AND distinct_id IN - (SELECT distinct_id - FROM events - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') ) - GROUP BY distinct_id - HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - AND (1=1) ))) - WHERE step_0 = 1 )) - GROUP BY aggregation_target, - steps, - prop - HAVING steps = max_steps) - WHERE steps IN [2, 3] - AND arrayFlatten(array(prop)) = arrayFlatten(array('finance')) - ORDER BY aggregation_target - LIMIT 100 - OFFSET 0 SETTINGS max_ast_elements=1000000, - max_expanded_ast_elements=1000000 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.5 - ''' - - SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value, - count(*) as count - FROM events e - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND event IN ['buy', 'play movie', 'sign up'] - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - GROUP BY value - ORDER BY count DESC, value DESC - LIMIT 26 - OFFSET 0 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.6 - ''' - - SELECT aggregation_target AS actor_id - FROM - (SELECT aggregation_target, - steps, - avg(step_1_conversion_time) step_1_average_conversion_time_inner, - avg(step_2_conversion_time) step_2_average_conversion_time_inner, - median(step_1_conversion_time) step_1_median_conversion_time_inner, - median(step_2_conversion_time) step_2_median_conversion_time_inner, - prop - FROM - (SELECT aggregation_target, - steps, - max(steps) over (PARTITION BY aggregation_target, - prop) as max_steps, - step_1_conversion_time, - step_2_conversion_time, - prop - FROM - (SELECT *, - if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY - AND latest_1 <= latest_2 - AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps, - if(isNotNull(latest_1) - AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time, - if(isNotNull(latest_2) - AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time - FROM - (SELECT aggregation_target, timestamp, step_0, - latest_0, - step_1, - min(latest_1) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1, - step_2, - min(latest_2) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 , - if(has(['technology', 'finance'], prop), prop, 'Other') as prop - FROM - (SELECT *, - prop_vals as prop - FROM - (SELECT e.timestamp as timestamp, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id, - if(event = 'sign up', 1, 0) as step_0, - if(step_0 = 1, timestamp, null) as latest_0, - if(event = 'play movie', 1, 0) as step_1, - if(step_1 = 1, timestamp, null) as latest_1, - if(event = 'buy', 1, 0) as step_2, - if(step_2 = 1, timestamp, null) as latest_2, - replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic, - prop_basic as prop, - argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals - FROM events e - LEFT OUTER JOIN - (SELECT distinct_id, - argMax(person_id, version) as person_id - FROM person_distinct_id2 - WHERE team_id = 2 - AND distinct_id IN - (SELECT distinct_id - FROM events - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') ) - GROUP BY distinct_id - HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - AND (1=1) ))) - WHERE step_0 = 1 )) - GROUP BY aggregation_target, - steps, - prop - HAVING steps = max_steps) - WHERE steps IN [1, 2, 3] - AND arrayFlatten(array(prop)) = arrayFlatten(array('technology')) - ORDER BY aggregation_target - LIMIT 100 - OFFSET 0 SETTINGS max_ast_elements=1000000, - max_expanded_ast_elements=1000000 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.7 - ''' - - SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value, - count(*) as count - FROM events e - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND event IN ['buy', 'play movie', 'sign up'] - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - GROUP BY value - ORDER BY count DESC, value DESC - LIMIT 26 - OFFSET 0 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.8 - ''' - - SELECT aggregation_target AS actor_id - FROM - (SELECT aggregation_target, - steps, - avg(step_1_conversion_time) step_1_average_conversion_time_inner, - avg(step_2_conversion_time) step_2_average_conversion_time_inner, - median(step_1_conversion_time) step_1_median_conversion_time_inner, - median(step_2_conversion_time) step_2_median_conversion_time_inner, - prop - FROM - (SELECT aggregation_target, - steps, - max(steps) over (PARTITION BY aggregation_target, - prop) as max_steps, - step_1_conversion_time, - step_2_conversion_time, - prop - FROM - (SELECT *, - if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY - AND latest_1 <= latest_2 - AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps, - if(isNotNull(latest_1) - AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time, - if(isNotNull(latest_2) - AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time - FROM - (SELECT aggregation_target, timestamp, step_0, - latest_0, - step_1, - min(latest_1) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1, - step_2, - min(latest_2) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 , - if(has(['technology', 'finance'], prop), prop, 'Other') as prop - FROM - (SELECT *, - prop_vals as prop - FROM - (SELECT e.timestamp as timestamp, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id, - if(event = 'sign up', 1, 0) as step_0, - if(step_0 = 1, timestamp, null) as latest_0, - if(event = 'play movie', 1, 0) as step_1, - if(step_1 = 1, timestamp, null) as latest_1, - if(event = 'buy', 1, 0) as step_2, - if(step_2 = 1, timestamp, null) as latest_2, - replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic, - prop_basic as prop, - argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals - FROM events e - LEFT OUTER JOIN - (SELECT distinct_id, - argMax(person_id, version) as person_id - FROM person_distinct_id2 - WHERE team_id = 2 - AND distinct_id IN - (SELECT distinct_id - FROM events - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') ) - GROUP BY distinct_id - HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - AND (1=1) ))) - WHERE step_0 = 1 )) - GROUP BY aggregation_target, - steps, - prop - HAVING steps = max_steps) - WHERE steps IN [2, 3] - AND arrayFlatten(array(prop)) = arrayFlatten(array('technology')) - ORDER BY aggregation_target - LIMIT 100 - OFFSET 0 SETTINGS max_ast_elements=1000000, - max_expanded_ast_elements=1000000 - ''' -# --- # name: TestFunnelStrictStepsBreakdown.test_funnel_breakdown_correct_breakdown_props_are_chosen ''' SELECT sum(step_1) AS step_1, diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_persons_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_persons_udf.ambr index 1dd99c28faa3a..a42f48b846b8f 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_persons_udf.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_persons_udf.ambr @@ -8,7 +8,8 @@ (SELECT aggregation_target AS actor_id, matched_events_array[1] AS matching_events FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'strict', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -81,7 +82,8 @@ (SELECT aggregation_target AS actor_id, matched_events_array[2] AS matching_events FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'strict', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -154,7 +156,8 @@ (SELECT aggregation_target AS actor_id, matched_events_array[2] AS matching_events FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'strict', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'strict', [[]], arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_udf.ambr index ca74dfd1d449e..4b930a59783d8 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_udf.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_strict_udf.ambr @@ -1,403 +1,62 @@ # serializer version: 1 -# name: BaseTestFunnelStrictStepsBreakdown.test_funnel_breakdown_correct_breakdown_props_are_chosen - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - if(isNaN(avgArrayOrNull(step_1_conversion_time_array) AS inter_1_conversion), NULL, inter_1_conversion) AS step_1_average_conversion_time, - if(isNaN(medianArrayOrNull(step_1_conversion_time_array) AS inter_1_median), NULL, inter_1_median) AS step_1_median_conversion_time, - if(ifNull(less(row_number, 26), 0), prop, ['Other']) AS final_prop - FROM - (SELECT countIf(ifNull(equals(steps, 1), 0)) AS step_1, - countIf(ifNull(equals(steps, 2), 0)) AS step_2, - groupArray(step_1_conversion_time) AS step_1_conversion_time_array, - prop AS prop, - row_number() OVER ( - ORDER BY step_2 DESC) AS row_number - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - prop AS prop, - min(step_1_conversion_time) AS step_1_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - max(steps) OVER (PARTITION BY aggregation_target, - prop) AS max_steps, - step_1_conversion_time AS step_1_conversion_time, - prop AS prop - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - prop AS prop, - if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1) AS steps, - if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - min(latest_1) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1, - prop AS prop - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - if(notEmpty(arrayFilter(x -> notEmpty(x), prop_vals)), prop_vals, ['']) AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(and(equals(e.event, 'buy'), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', ''), 'xyz'), 0)), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, notEmpty(arrayFilter(x -> notEmpty(x), prop))) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))) - WHERE ifNull(equals(step_0, 1), 0))) - GROUP BY aggregation_target, - steps, - prop - HAVING ifNull(equals(steps, max(max_steps)), isNull(steps) - and isNull(max(max_steps)))) - GROUP BY prop) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: BaseTestFunnelStrictStepsBreakdown.test_funnel_breakdown_correct_breakdown_props_are_chosen_for_step - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - if(isNaN(avgArrayOrNull(step_1_conversion_time_array) AS inter_1_conversion), NULL, inter_1_conversion) AS step_1_average_conversion_time, - if(isNaN(medianArrayOrNull(step_1_conversion_time_array) AS inter_1_median), NULL, inter_1_median) AS step_1_median_conversion_time, - if(ifNull(less(row_number, 26), 0), prop, ['Other']) AS final_prop - FROM - (SELECT countIf(ifNull(equals(steps, 1), 0)) AS step_1, - countIf(ifNull(equals(steps, 2), 0)) AS step_2, - groupArray(step_1_conversion_time) AS step_1_conversion_time_array, - prop AS prop, - row_number() OVER ( - ORDER BY step_2 DESC) AS row_number - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - prop AS prop, - min(step_1_conversion_time) AS step_1_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - max(steps) OVER (PARTITION BY aggregation_target, - prop) AS max_steps, - step_1_conversion_time AS step_1_conversion_time, - prop AS prop - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - prop AS prop, - if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1) AS steps, - if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - min(latest_1) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1, - prop AS prop - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - prop_basic AS prop_basic, - prop_0 AS prop_0, - prop_1 AS prop_1, - prop, - prop_vals AS prop_vals, - prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(and(equals(e.event, 'buy'), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', ''), 'xyz'), 0)), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, - if(ifNull(equals(step_0, 1), 0), prop_basic, []) AS prop_0, - if(ifNull(equals(step_1, 1), 0), prop_basic, []) AS prop_1, - prop_1 AS prop, - groupUniqArray(prop) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))) ARRAY - JOIN prop_vals AS prop - WHERE ifNull(notEquals(prop, []), isNotNull(prop) - or isNotNull([])))) - WHERE ifNull(equals(step_0, 1), 0))) - GROUP BY aggregation_target, - steps, - prop - HAVING ifNull(equals(steps, max(max_steps)), isNull(steps) - and isNull(max(max_steps)))) - GROUP BY prop) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: BaseTestFunnelStrictStepsBreakdown.test_funnel_step_multiple_breakdown_snapshot - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - if(isNaN(avgArrayOrNull(step_1_conversion_time_array) AS inter_1_conversion), NULL, inter_1_conversion) AS step_1_average_conversion_time, - if(isNaN(medianArrayOrNull(step_1_conversion_time_array) AS inter_1_median), NULL, inter_1_median) AS step_1_median_conversion_time, - if(ifNull(less(row_number, 26), 0), prop, ['Other']) AS final_prop - FROM - (SELECT countIf(ifNull(equals(steps, 1), 0)) AS step_1, - countIf(ifNull(equals(steps, 2), 0)) AS step_2, - groupArray(step_1_conversion_time) AS step_1_conversion_time_array, - prop AS prop, - row_number() OVER ( - ORDER BY step_2 DESC) AS row_number - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - prop AS prop, - min(step_1_conversion_time) AS step_1_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - max(steps) OVER (PARTITION BY aggregation_target, - prop) AS max_steps, - step_1_conversion_time AS step_1_conversion_time, - prop AS prop - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - prop AS prop, - if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1) AS steps, - if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - min(latest_1) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1, - prop AS prop - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - if(notEmpty(arrayFilter(x -> notEmpty(x), prop_vals)), prop_vals, ['', '']) AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(equals(e.event, 'buy'), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), ''), ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, notEmpty(arrayFilter(x -> notEmpty(x), prop))) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))) - WHERE ifNull(equals(step_0, 1), 0))) - GROUP BY aggregation_target, - steps, - prop - HAVING ifNull(equals(steps, max(max_steps)), isNull(steps) - and isNull(max(max_steps)))) - GROUP BY prop) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_aggregate_by_groups_breakdown_group_person_on_events +# name: TestFunnelStrictStepsBreakdownUDF.test_funnel_breakdown_correct_breakdown_props_are_chosen ''' SELECT sum(step_1) AS step_1, sum(step_2) AS step_2, - sum(step_3) AS step_3, - if(isNaN(avgArrayOrNull(step_1_conversion_time_array) AS inter_1_conversion), NULL, inter_1_conversion) AS step_1_average_conversion_time, - if(isNaN(avgArrayOrNull(step_2_conversion_time_array) AS inter_2_conversion), NULL, inter_2_conversion) AS step_2_average_conversion_time, - if(isNaN(medianArrayOrNull(step_1_conversion_time_array) AS inter_1_median), NULL, inter_1_median) AS step_1_median_conversion_time, - if(isNaN(medianArrayOrNull(step_2_conversion_time_array) AS inter_2_median), NULL, inter_2_median) AS step_2_median_conversion_time, - if(ifNull(less(row_number, 26), 0), prop, 'Other') AS final_prop + arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time, + arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time, + groupArray(row_number) AS row_number, + final_prop AS final_prop FROM - (SELECT countIf(ifNull(equals(steps, 1), 0)) AS step_1, - countIf(ifNull(equals(steps, 2), 0)) AS step_2, - countIf(ifNull(equals(steps, 3), 0)) AS step_3, - groupArray(step_1_conversion_time) AS step_1_conversion_time_array, - groupArray(step_2_conversion_time) AS step_2_conversion_time_array, - prop AS prop, - row_number() OVER ( - ORDER BY step_3 DESC) AS row_number + (SELECT countIf(ifNull(ifNull(equals(step_reached, 0), 0), 0)) AS step_1, + countIf(ifNull(ifNull(equals(step_reached, 1), 0), 0)) AS step_2, + groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times, + rowNumberInBlock() AS row_number, + if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - prop AS prop, - min(step_1_conversion_time) AS step_1_conversion_time, - min(step_2_conversion_time) AS step_2_conversion_time + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, + af_tuple.1 AS step_reached, + plus(af_tuple.1, 1) AS steps, + af_tuple.2 AS breakdown, + af_tuple.3 AS timings, + aggregation_target AS aggregation_target FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - max(steps) OVER (PARTITION BY aggregation_target, - prop) AS max_steps, - step_1_conversion_time AS step_1_conversion_time, - step_2_conversion_time AS step_2_conversion_time, - prop AS prop + (SELECT timestamp AS timestamp, + aggregation_target AS aggregation_target, + uuid AS uuid, + `$session_id` AS `$session_id`, + `$window_id` AS `$window_id`, + step_0 AS step_0, + step_1 AS step_1, + prop_basic AS prop_basic, + prop, + prop_vals AS prop_vals, + if(notEmpty(arrayFilter(x -> notEmpty(x), prop_vals)), prop_vals, ['']) AS prop FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - prop AS prop, - if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0), ifNull(lessOrEquals(latest_1, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 3, if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1)) AS steps, - if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time, - if(and(isNotNull(latest_2), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_1, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_1, latest_2), NULL) AS step_2_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - min(latest_1) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1, - step_2 AS step_2, - min(latest_2) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) AS latest_2, - prop AS prop - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - prop_vals AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - e.`$group_0` AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(equals(e.event, 'play movie'), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - if(equals(e.event, 'buy'), 1, 0) AS step_2, - if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2, - ifNull(toString(e__group_0.properties___industry), '') AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT JOIN - (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry, - groups.group_type_index AS index, - groups.group_key AS key - FROM groups - WHERE and(equals(groups.team_id, 2), equals(index, 0)) - GROUP BY groups.group_type_index, - groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))) - WHERE ifNull(equals(step_0, 1), 0))) - GROUP BY aggregation_target, - steps, - prop - HAVING ifNull(equals(steps, max(max_steps)), isNull(steps) - and isNull(max(max_steps)))) - GROUP BY prop) + (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, + if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, + e.uuid AS uuid, + e.`$session_id` AS `$session_id`, + e.`$window_id` AS `$window_id`, + if(equals(e.event, 'sign up'), 1, 0) AS step_0, + if(and(equals(e.event, 'buy'), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', ''), 'xyz'), 0)), 1, 0) AS step_1, + [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, + prop_basic AS prop, + argMinIf(prop, timestamp, notEmpty(arrayFilter(x -> notEmpty(x), prop))) OVER (PARTITION BY aggregation_target) AS prop_vals + FROM events AS e + LEFT OUTER JOIN + (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, + person_distinct_id_overrides.distinct_id AS distinct_id + FROM person_distinct_id_overrides + WHERE equals(person_distinct_id_overrides.team_id, 2) + GROUP BY person_distinct_id_overrides.distinct_id + HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) + WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC')))))) + GROUP BY aggregation_target + HAVING ifNull(greaterOrEquals(step_reached, 0), 0)) + GROUP BY breakdown + ORDER BY step_2 DESC, step_1 DESC) GROUP BY final_prop LIMIT 100 SETTINGS readonly=2, max_execution_time=60, @@ -409,110 +68,71 @@ allow_experimental_analyzer=1 ''' # --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_aggregate_by_groups_breakdown_group_person_on_events_poe_v2 +# name: TestFunnelStrictStepsBreakdownUDF.test_funnel_breakdown_correct_breakdown_props_are_chosen_for_step ''' SELECT sum(step_1) AS step_1, sum(step_2) AS step_2, - sum(step_3) AS step_3, - if(isNaN(avgArrayOrNull(step_1_conversion_time_array) AS inter_1_conversion), NULL, inter_1_conversion) AS step_1_average_conversion_time, - if(isNaN(avgArrayOrNull(step_2_conversion_time_array) AS inter_2_conversion), NULL, inter_2_conversion) AS step_2_average_conversion_time, - if(isNaN(medianArrayOrNull(step_1_conversion_time_array) AS inter_1_median), NULL, inter_1_median) AS step_1_median_conversion_time, - if(isNaN(medianArrayOrNull(step_2_conversion_time_array) AS inter_2_median), NULL, inter_2_median) AS step_2_median_conversion_time, - if(ifNull(less(row_number, 26), 0), prop, 'Other') AS final_prop + arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time, + arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time, + groupArray(row_number) AS row_number, + final_prop AS final_prop FROM - (SELECT countIf(ifNull(equals(steps, 1), 0)) AS step_1, - countIf(ifNull(equals(steps, 2), 0)) AS step_2, - countIf(ifNull(equals(steps, 3), 0)) AS step_3, - groupArray(step_1_conversion_time) AS step_1_conversion_time_array, - groupArray(step_2_conversion_time) AS step_2_conversion_time_array, - prop AS prop, - row_number() OVER ( - ORDER BY step_3 DESC) AS row_number + (SELECT countIf(ifNull(ifNull(equals(step_reached, 0), 0), 0)) AS step_1, + countIf(ifNull(ifNull(equals(step_reached, 1), 0), 0)) AS step_2, + groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times, + rowNumberInBlock() AS row_number, + if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - prop AS prop, - min(step_1_conversion_time) AS step_1_conversion_time, - min(step_2_conversion_time) AS step_2_conversion_time + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'step_1', 'strict', groupUniqArray(prop), arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, + af_tuple.1 AS step_reached, + plus(af_tuple.1, 1) AS steps, + af_tuple.2 AS breakdown, + af_tuple.3 AS timings, + aggregation_target AS aggregation_target FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - max(steps) OVER (PARTITION BY aggregation_target, - prop) AS max_steps, - step_1_conversion_time AS step_1_conversion_time, - step_2_conversion_time AS step_2_conversion_time, - prop AS prop + (SELECT timestamp AS timestamp, + aggregation_target AS aggregation_target, + uuid AS uuid, + `$session_id` AS `$session_id`, + `$window_id` AS `$window_id`, + step_0 AS step_0, + step_1 AS step_1, + prop_basic AS prop_basic, + prop_0 AS prop_0, + prop_1 AS prop_1, + prop, + prop_vals AS prop_vals, + prop FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - prop AS prop, - if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0), ifNull(lessOrEquals(latest_1, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 3, if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1)) AS steps, - if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time, - if(and(isNotNull(latest_2), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_1, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_1, latest_2), NULL) AS step_2_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - min(latest_1) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1, - step_2 AS step_2, - min(latest_2) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) AS latest_2, - prop AS prop - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - prop_vals AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - e.`$group_0` AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(equals(e.event, 'play movie'), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - if(equals(e.event, 'buy'), 1, 0) AS step_2, - if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2, - ifNull(toString(e__group_0.properties___industry), '') AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT JOIN - (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry, - groups.group_type_index AS index, - groups.group_key AS key - FROM groups - WHERE and(equals(groups.team_id, 2), equals(index, 0)) - GROUP BY groups.group_type_index, - groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))) - WHERE ifNull(equals(step_0, 1), 0))) - GROUP BY aggregation_target, - steps, - prop - HAVING ifNull(equals(steps, max(max_steps)), isNull(steps) - and isNull(max(max_steps)))) - GROUP BY prop) + (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, + if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, + e.uuid AS uuid, + e.`$session_id` AS `$session_id`, + e.`$window_id` AS `$window_id`, + if(equals(e.event, 'sign up'), 1, 0) AS step_0, + if(and(equals(e.event, 'buy'), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', ''), 'xyz'), 0)), 1, 0) AS step_1, + [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, + if(ifNull(equals(step_0, 1), 0), prop_basic, []) AS prop_0, + if(ifNull(equals(step_1, 1), 0), prop_basic, []) AS prop_1, + prop_1 AS prop, + groupUniqArray(prop) OVER (PARTITION BY aggregation_target) AS prop_vals + FROM events AS e + LEFT OUTER JOIN + (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, + person_distinct_id_overrides.distinct_id AS distinct_id + FROM person_distinct_id_overrides + WHERE equals(person_distinct_id_overrides.team_id, 2) + GROUP BY person_distinct_id_overrides.distinct_id + HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) + WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))) ARRAY + JOIN prop_vals AS prop + WHERE ifNull(notEquals(prop, []), isNotNull(prop) + or isNotNull([]))) + GROUP BY aggregation_target + HAVING ifNull(greaterOrEquals(step_reached, 0), 0)) + GROUP BY breakdown + ORDER BY step_2 DESC, step_1 DESC) GROUP BY final_prop LIMIT 100 SETTINGS readonly=2, max_execution_time=60, @@ -524,117 +144,64 @@ allow_experimental_analyzer=1 ''' # --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group +# name: TestFunnelStrictStepsBreakdownUDF.test_funnel_step_multiple_breakdown_snapshot ''' SELECT sum(step_1) AS step_1, sum(step_2) AS step_2, - sum(step_3) AS step_3, - if(isNaN(avgArrayOrNull(step_1_conversion_time_array) AS inter_1_conversion), NULL, inter_1_conversion) AS step_1_average_conversion_time, - if(isNaN(avgArrayOrNull(step_2_conversion_time_array) AS inter_2_conversion), NULL, inter_2_conversion) AS step_2_average_conversion_time, - if(isNaN(medianArrayOrNull(step_1_conversion_time_array) AS inter_1_median), NULL, inter_1_median) AS step_1_median_conversion_time, - if(isNaN(medianArrayOrNull(step_2_conversion_time_array) AS inter_2_median), NULL, inter_2_median) AS step_2_median_conversion_time, - if(ifNull(less(row_number, 26), 0), prop, 'Other') AS final_prop + arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time, + arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time, + groupArray(row_number) AS row_number, + final_prop AS final_prop FROM - (SELECT countIf(ifNull(equals(steps, 1), 0)) AS step_1, - countIf(ifNull(equals(steps, 2), 0)) AS step_2, - countIf(ifNull(equals(steps, 3), 0)) AS step_3, - groupArray(step_1_conversion_time) AS step_1_conversion_time_array, - groupArray(step_2_conversion_time) AS step_2_conversion_time_array, - prop AS prop, - row_number() OVER ( - ORDER BY step_3 DESC) AS row_number + (SELECT countIf(ifNull(ifNull(equals(step_reached, 0), 0), 0)) AS step_1, + countIf(ifNull(ifNull(equals(step_reached, 1), 0), 0)) AS step_2, + groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times, + rowNumberInBlock() AS row_number, + if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - prop AS prop, - min(step_1_conversion_time) AS step_1_conversion_time, - min(step_2_conversion_time) AS step_2_conversion_time + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, + af_tuple.1 AS step_reached, + plus(af_tuple.1, 1) AS steps, + af_tuple.2 AS breakdown, + af_tuple.3 AS timings, + aggregation_target AS aggregation_target FROM - (SELECT aggregation_target AS aggregation_target, - steps AS steps, - prop AS prop, - max(steps) OVER (PARTITION BY aggregation_target, - prop) AS max_steps, - step_1_conversion_time AS step_1_conversion_time, - step_2_conversion_time AS step_2_conversion_time, - prop AS prop + (SELECT timestamp AS timestamp, + aggregation_target AS aggregation_target, + uuid AS uuid, + `$session_id` AS `$session_id`, + `$window_id` AS `$window_id`, + step_0 AS step_0, + step_1 AS step_1, + prop_basic AS prop_basic, + prop, + prop_vals AS prop_vals, + if(notEmpty(arrayFilter(x -> notEmpty(x), prop_vals)), prop_vals, ['', '']) AS prop FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - prop AS prop, - if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0), ifNull(lessOrEquals(latest_1, latest_2), 0), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 3, if(and(ifNull(lessOrEquals(latest_0, latest_1), 0), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), 2, 1)) AS steps, - if(and(isNotNull(latest_1), ifNull(lessOrEquals(latest_1, plus(toTimeZone(latest_0, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_0, latest_1), NULL) AS step_1_conversion_time, - if(and(isNotNull(latest_2), ifNull(lessOrEquals(latest_2, plus(toTimeZone(latest_1, 'UTC'), toIntervalDay(14))), 0)), dateDiff('second', latest_1, latest_2), NULL) AS step_2_conversion_time - FROM - (SELECT aggregation_target AS aggregation_target, - timestamp AS timestamp, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - min(latest_1) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) AS latest_1, - step_2 AS step_2, - min(latest_2) OVER (PARTITION BY aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) AS latest_2, - prop AS prop - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - prop_vals AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(equals(e.event, 'play movie'), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - if(equals(e.event, 'buy'), 1, 0) AS step_2, - if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2, - ifNull(toString(e__group_0.properties___industry), '') AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - LEFT JOIN - (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry, - groups.group_type_index AS index, - groups.group_key AS key - FROM groups - WHERE and(equals(groups.team_id, 2), equals(index, 0)) - GROUP BY groups.group_type_index, - groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))))) - WHERE ifNull(equals(step_0, 1), 0))) - GROUP BY aggregation_target, - steps, - prop - HAVING ifNull(equals(steps, max(max_steps)), isNull(steps) - and isNull(max(max_steps)))) - GROUP BY prop) + (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, + if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, + e.uuid AS uuid, + e.`$session_id` AS `$session_id`, + e.`$window_id` AS `$window_id`, + if(equals(e.event, 'sign up'), 1, 0) AS step_0, + if(equals(e.event, 'buy'), 1, 0) AS step_1, + [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), ''), ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, + prop_basic AS prop, + argMinIf(prop, timestamp, notEmpty(arrayFilter(x -> notEmpty(x), prop))) OVER (PARTITION BY aggregation_target) AS prop_vals + FROM events AS e + LEFT OUTER JOIN + (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, + person_distinct_id_overrides.distinct_id AS distinct_id + FROM person_distinct_id_overrides + WHERE equals(person_distinct_id_overrides.team_id, 2) + GROUP BY person_distinct_id_overrides.distinct_id + HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) + WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC')))))) + GROUP BY aggregation_target + HAVING ifNull(greaterOrEquals(step_reached, 0), 0)) + GROUP BY breakdown + ORDER BY step_2 DESC, step_1 DESC) GROUP BY final_prop LIMIT 100 SETTINGS readonly=2, max_execution_time=60, @@ -646,1635 +213,6 @@ allow_experimental_analyzer=1 ''' # --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.1 - ''' - - SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value, - count(*) as count - FROM events e - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND event IN ['buy', 'play movie', 'sign up'] - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - GROUP BY value - ORDER BY count DESC, value DESC - LIMIT 26 - OFFSET 0 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.2 - ''' - - SELECT aggregation_target AS actor_id - FROM - (SELECT aggregation_target, - steps, - avg(step_1_conversion_time) step_1_average_conversion_time_inner, - avg(step_2_conversion_time) step_2_average_conversion_time_inner, - median(step_1_conversion_time) step_1_median_conversion_time_inner, - median(step_2_conversion_time) step_2_median_conversion_time_inner, - prop - FROM - (SELECT aggregation_target, - steps, - max(steps) over (PARTITION BY aggregation_target, - prop) as max_steps, - step_1_conversion_time, - step_2_conversion_time, - prop - FROM - (SELECT *, - if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY - AND latest_1 <= latest_2 - AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps, - if(isNotNull(latest_1) - AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time, - if(isNotNull(latest_2) - AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time - FROM - (SELECT aggregation_target, timestamp, step_0, - latest_0, - step_1, - min(latest_1) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1, - step_2, - min(latest_2) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 , - if(has(['technology', 'finance'], prop), prop, 'Other') as prop - FROM - (SELECT *, - prop_vals as prop - FROM - (SELECT e.timestamp as timestamp, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id, - if(event = 'sign up', 1, 0) as step_0, - if(step_0 = 1, timestamp, null) as latest_0, - if(event = 'play movie', 1, 0) as step_1, - if(step_1 = 1, timestamp, null) as latest_1, - if(event = 'buy', 1, 0) as step_2, - if(step_2 = 1, timestamp, null) as latest_2, - replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic, - prop_basic as prop, - argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals - FROM events e - LEFT OUTER JOIN - (SELECT distinct_id, - argMax(person_id, version) as person_id - FROM person_distinct_id2 - WHERE team_id = 2 - AND distinct_id IN - (SELECT distinct_id - FROM events - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') ) - GROUP BY distinct_id - HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - AND (1=1) ))) - WHERE step_0 = 1 )) - GROUP BY aggregation_target, - steps, - prop - HAVING steps = max_steps) - WHERE steps IN [1, 2, 3] - AND arrayFlatten(array(prop)) = arrayFlatten(array('finance')) - ORDER BY aggregation_target - LIMIT 100 - OFFSET 0 SETTINGS max_ast_elements=1000000, - max_expanded_ast_elements=1000000 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.3 - ''' - - SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value, - count(*) as count - FROM events e - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND event IN ['buy', 'play movie', 'sign up'] - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - GROUP BY value - ORDER BY count DESC, value DESC - LIMIT 26 - OFFSET 0 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.4 - ''' - - SELECT aggregation_target AS actor_id - FROM - (SELECT aggregation_target, - steps, - avg(step_1_conversion_time) step_1_average_conversion_time_inner, - avg(step_2_conversion_time) step_2_average_conversion_time_inner, - median(step_1_conversion_time) step_1_median_conversion_time_inner, - median(step_2_conversion_time) step_2_median_conversion_time_inner, - prop - FROM - (SELECT aggregation_target, - steps, - max(steps) over (PARTITION BY aggregation_target, - prop) as max_steps, - step_1_conversion_time, - step_2_conversion_time, - prop - FROM - (SELECT *, - if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY - AND latest_1 <= latest_2 - AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps, - if(isNotNull(latest_1) - AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time, - if(isNotNull(latest_2) - AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time - FROM - (SELECT aggregation_target, timestamp, step_0, - latest_0, - step_1, - min(latest_1) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1, - step_2, - min(latest_2) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 , - if(has(['technology', 'finance'], prop), prop, 'Other') as prop - FROM - (SELECT *, - prop_vals as prop - FROM - (SELECT e.timestamp as timestamp, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id, - if(event = 'sign up', 1, 0) as step_0, - if(step_0 = 1, timestamp, null) as latest_0, - if(event = 'play movie', 1, 0) as step_1, - if(step_1 = 1, timestamp, null) as latest_1, - if(event = 'buy', 1, 0) as step_2, - if(step_2 = 1, timestamp, null) as latest_2, - replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic, - prop_basic as prop, - argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals - FROM events e - LEFT OUTER JOIN - (SELECT distinct_id, - argMax(person_id, version) as person_id - FROM person_distinct_id2 - WHERE team_id = 2 - AND distinct_id IN - (SELECT distinct_id - FROM events - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') ) - GROUP BY distinct_id - HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - AND (1=1) ))) - WHERE step_0 = 1 )) - GROUP BY aggregation_target, - steps, - prop - HAVING steps = max_steps) - WHERE steps IN [2, 3] - AND arrayFlatten(array(prop)) = arrayFlatten(array('finance')) - ORDER BY aggregation_target - LIMIT 100 - OFFSET 0 SETTINGS max_ast_elements=1000000, - max_expanded_ast_elements=1000000 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.5 - ''' - - SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value, - count(*) as count - FROM events e - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND event IN ['buy', 'play movie', 'sign up'] - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - GROUP BY value - ORDER BY count DESC, value DESC - LIMIT 26 - OFFSET 0 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.6 - ''' - - SELECT aggregation_target AS actor_id - FROM - (SELECT aggregation_target, - steps, - avg(step_1_conversion_time) step_1_average_conversion_time_inner, - avg(step_2_conversion_time) step_2_average_conversion_time_inner, - median(step_1_conversion_time) step_1_median_conversion_time_inner, - median(step_2_conversion_time) step_2_median_conversion_time_inner, - prop - FROM - (SELECT aggregation_target, - steps, - max(steps) over (PARTITION BY aggregation_target, - prop) as max_steps, - step_1_conversion_time, - step_2_conversion_time, - prop - FROM - (SELECT *, - if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY - AND latest_1 <= latest_2 - AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps, - if(isNotNull(latest_1) - AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time, - if(isNotNull(latest_2) - AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time - FROM - (SELECT aggregation_target, timestamp, step_0, - latest_0, - step_1, - min(latest_1) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1, - step_2, - min(latest_2) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 , - if(has(['technology', 'finance'], prop), prop, 'Other') as prop - FROM - (SELECT *, - prop_vals as prop - FROM - (SELECT e.timestamp as timestamp, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id, - if(event = 'sign up', 1, 0) as step_0, - if(step_0 = 1, timestamp, null) as latest_0, - if(event = 'play movie', 1, 0) as step_1, - if(step_1 = 1, timestamp, null) as latest_1, - if(event = 'buy', 1, 0) as step_2, - if(step_2 = 1, timestamp, null) as latest_2, - replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic, - prop_basic as prop, - argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals - FROM events e - LEFT OUTER JOIN - (SELECT distinct_id, - argMax(person_id, version) as person_id - FROM person_distinct_id2 - WHERE team_id = 2 - AND distinct_id IN - (SELECT distinct_id - FROM events - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') ) - GROUP BY distinct_id - HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - AND (1=1) ))) - WHERE step_0 = 1 )) - GROUP BY aggregation_target, - steps, - prop - HAVING steps = max_steps) - WHERE steps IN [1, 2, 3] - AND arrayFlatten(array(prop)) = arrayFlatten(array('technology')) - ORDER BY aggregation_target - LIMIT 100 - OFFSET 0 SETTINGS max_ast_elements=1000000, - max_expanded_ast_elements=1000000 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.7 - ''' - - SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value, - count(*) as count - FROM events e - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND event IN ['buy', 'play movie', 'sign up'] - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - GROUP BY value - ORDER BY count DESC, value DESC - LIMIT 26 - OFFSET 0 - ''' -# --- -# name: BaseTestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.8 - ''' - - SELECT aggregation_target AS actor_id - FROM - (SELECT aggregation_target, - steps, - avg(step_1_conversion_time) step_1_average_conversion_time_inner, - avg(step_2_conversion_time) step_2_average_conversion_time_inner, - median(step_1_conversion_time) step_1_median_conversion_time_inner, - median(step_2_conversion_time) step_2_median_conversion_time_inner, - prop - FROM - (SELECT aggregation_target, - steps, - max(steps) over (PARTITION BY aggregation_target, - prop) as max_steps, - step_1_conversion_time, - step_2_conversion_time, - prop - FROM - (SELECT *, - if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY - AND latest_1 <= latest_2 - AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps, - if(isNotNull(latest_1) - AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time, - if(isNotNull(latest_2) - AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time - FROM - (SELECT aggregation_target, timestamp, step_0, - latest_0, - step_1, - min(latest_1) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1, - step_2, - min(latest_2) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 , - if(has(['technology', 'finance'], prop), prop, 'Other') as prop - FROM - (SELECT *, - prop_vals as prop - FROM - (SELECT e.timestamp as timestamp, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id, - if(event = 'sign up', 1, 0) as step_0, - if(step_0 = 1, timestamp, null) as latest_0, - if(event = 'play movie', 1, 0) as step_1, - if(step_1 = 1, timestamp, null) as latest_1, - if(event = 'buy', 1, 0) as step_2, - if(step_2 = 1, timestamp, null) as latest_2, - replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic, - prop_basic as prop, - argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals - FROM events e - LEFT OUTER JOIN - (SELECT distinct_id, - argMax(person_id, version) as person_id - FROM person_distinct_id2 - WHERE team_id = 2 - AND distinct_id IN - (SELECT distinct_id - FROM events - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') ) - GROUP BY distinct_id - HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - AND (1=1) ))) - WHERE step_0 = 1 )) - GROUP BY aggregation_target, - steps, - prop - HAVING steps = max_steps) - WHERE steps IN [2, 3] - AND arrayFlatten(array(prop)) = arrayFlatten(array('technology')) - ORDER BY aggregation_target - LIMIT 100 - OFFSET 0 SETTINGS max_ast_elements=1000000, - max_expanded_ast_elements=1000000 - ''' -# --- -# name: TestFunnelStrictStepsBreakdown.test_funnel_breakdown_correct_breakdown_props_are_chosen - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time, - groupArray(row_number) AS row_number, - final_prop AS final_prop - FROM - (SELECT countIf(ifNull(ifNull(equals(af, 0), 0), 0)) AS step_1, - countIf(ifNull(ifNull(equals(af, 1), 0), 0)) AS step_2, - groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times, - rowNumberInBlock() AS row_number, - if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop - FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, - af_tuple.1 AS af, - af_tuple.2 AS breakdown, - af_tuple.3 AS timings - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - exclusion_0 AS exclusion_0, - exclusion_1 AS exclusion_1, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - if(notEmpty(arrayFilter(x -> notEmpty(x), prop_vals)), prop_vals, ['']) AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(and(equals(e.event, 'buy'), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', ''), 'xyz'), 0)), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - 0 AS exclusion_0, - 0 AS exclusion_1, - [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, notEmpty(arrayFilter(x -> notEmpty(x), prop))) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC')))))) - GROUP BY aggregation_target - HAVING ifNull(greaterOrEquals(af, 0), 0)) - GROUP BY breakdown - ORDER BY step_2 DESC, step_1 DESC) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: TestFunnelStrictStepsBreakdown.test_funnel_breakdown_correct_breakdown_props_are_chosen_for_step - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time, - groupArray(row_number) AS row_number, - final_prop AS final_prop - FROM - (SELECT countIf(ifNull(ifNull(equals(af, 0), 0), 0)) AS step_1, - countIf(ifNull(ifNull(equals(af, 1), 0), 0)) AS step_2, - groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times, - rowNumberInBlock() AS row_number, - if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop - FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'step_1', 'strict', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, - af_tuple.1 AS af, - af_tuple.2 AS breakdown, - af_tuple.3 AS timings - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - exclusion_0 AS exclusion_0, - exclusion_1 AS exclusion_1, - prop_basic AS prop_basic, - prop_0 AS prop_0, - prop_1 AS prop_1, - prop, - prop_vals AS prop_vals, - prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(and(equals(e.event, 'buy'), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', ''), 'xyz'), 0)), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - 0 AS exclusion_0, - 0 AS exclusion_1, - [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, - if(ifNull(equals(step_0, 1), 0), prop_basic, []) AS prop_0, - if(ifNull(equals(step_1, 1), 0), prop_basic, []) AS prop_1, - prop_1 AS prop, - groupUniqArray(prop) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))) ARRAY - JOIN prop_vals AS prop - WHERE ifNull(notEquals(prop, []), isNotNull(prop) - or isNotNull([]))) - GROUP BY aggregation_target - HAVING ifNull(greaterOrEquals(af, 0), 0)) - GROUP BY breakdown - ORDER BY step_2 DESC, step_1 DESC) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: TestFunnelStrictStepsBreakdown.test_funnel_step_multiple_breakdown_snapshot - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time, - groupArray(row_number) AS row_number, - final_prop AS final_prop - FROM - (SELECT countIf(ifNull(ifNull(equals(af, 0), 0), 0)) AS step_1, - countIf(ifNull(ifNull(equals(af, 1), 0), 0)) AS step_2, - groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times, - rowNumberInBlock() AS row_number, - if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop - FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, - af_tuple.1 AS af, - af_tuple.2 AS breakdown, - af_tuple.3 AS timings - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - exclusion_0 AS exclusion_0, - exclusion_1 AS exclusion_1, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - if(notEmpty(arrayFilter(x -> notEmpty(x), prop_vals)), prop_vals, ['', '']) AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(equals(e.event, 'buy'), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - 0 AS exclusion_0, - 0 AS exclusion_1, - [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), ''), ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, notEmpty(arrayFilter(x -> notEmpty(x), prop))) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC')))))) - GROUP BY aggregation_target - HAVING ifNull(greaterOrEquals(af, 0), 0)) - GROUP BY breakdown - ORDER BY step_2 DESC, step_1 DESC) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: TestFunnelStrictStepsBreakdownUDF.test_funnel_breakdown_correct_breakdown_props_are_chosen - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time, - groupArray(row_number) AS row_number, - final_prop AS final_prop - FROM - (SELECT countIf(ifNull(ifNull(equals(step_reached, 0), 0), 0)) AS step_1, - countIf(ifNull(ifNull(equals(step_reached, 1), 0), 0)) AS step_2, - groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times, - rowNumberInBlock() AS row_number, - if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop - FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, - af_tuple.1 AS step_reached, - plus(af_tuple.1, 1) AS steps, - af_tuple.2 AS breakdown, - af_tuple.3 AS timings, - aggregation_target AS aggregation_target - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - uuid AS uuid, - `$session_id` AS `$session_id`, - `$window_id` AS `$window_id`, - step_0 AS step_0, - step_1 AS step_1, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - if(notEmpty(arrayFilter(x -> notEmpty(x), prop_vals)), prop_vals, ['']) AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - e.uuid AS uuid, - e.`$session_id` AS `$session_id`, - e.`$window_id` AS `$window_id`, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(and(equals(e.event, 'buy'), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', ''), 'xyz'), 0)), 1, 0) AS step_1, - [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, notEmpty(arrayFilter(x -> notEmpty(x), prop))) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC')))))) - GROUP BY aggregation_target - HAVING ifNull(greaterOrEquals(step_reached, 0), 0)) - GROUP BY breakdown - ORDER BY step_2 DESC, step_1 DESC) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: TestFunnelStrictStepsBreakdownUDF.test_funnel_breakdown_correct_breakdown_props_are_chosen_for_step - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time, - groupArray(row_number) AS row_number, - final_prop AS final_prop - FROM - (SELECT countIf(ifNull(ifNull(equals(step_reached, 0), 0), 0)) AS step_1, - countIf(ifNull(ifNull(equals(step_reached, 1), 0), 0)) AS step_2, - groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times, - rowNumberInBlock() AS row_number, - if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop - FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'step_1', 'strict', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, - af_tuple.1 AS step_reached, - plus(af_tuple.1, 1) AS steps, - af_tuple.2 AS breakdown, - af_tuple.3 AS timings, - aggregation_target AS aggregation_target - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - uuid AS uuid, - `$session_id` AS `$session_id`, - `$window_id` AS `$window_id`, - step_0 AS step_0, - step_1 AS step_1, - prop_basic AS prop_basic, - prop_0 AS prop_0, - prop_1 AS prop_1, - prop, - prop_vals AS prop_vals, - prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - e.uuid AS uuid, - e.`$session_id` AS `$session_id`, - e.`$window_id` AS `$window_id`, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(and(equals(e.event, 'buy'), ifNull(equals(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', ''), 'xyz'), 0)), 1, 0) AS step_1, - [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, - if(ifNull(equals(step_0, 1), 0), prop_basic, []) AS prop_0, - if(ifNull(equals(step_1, 1), 0), prop_basic, []) AS prop_1, - prop_1 AS prop, - groupUniqArray(prop) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC'))))) ARRAY - JOIN prop_vals AS prop - WHERE ifNull(notEquals(prop, []), isNotNull(prop) - or isNotNull([]))) - GROUP BY aggregation_target - HAVING ifNull(greaterOrEquals(step_reached, 0), 0)) - GROUP BY breakdown - ORDER BY step_2 DESC, step_1 DESC) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: TestFunnelStrictStepsBreakdownUDF.test_funnel_step_multiple_breakdown_snapshot - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time, - groupArray(row_number) AS row_number, - final_prop AS final_prop - FROM - (SELECT countIf(ifNull(ifNull(equals(step_reached, 0), 0), 0)) AS step_1, - countIf(ifNull(ifNull(equals(step_reached, 1), 0), 0)) AS step_2, - groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times, - rowNumberInBlock() AS row_number, - if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop - FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, - af_tuple.1 AS step_reached, - plus(af_tuple.1, 1) AS steps, - af_tuple.2 AS breakdown, - af_tuple.3 AS timings, - aggregation_target AS aggregation_target - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - uuid AS uuid, - `$session_id` AS `$session_id`, - `$window_id` AS `$window_id`, - step_0 AS step_0, - step_1 AS step_1, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - if(notEmpty(arrayFilter(x -> notEmpty(x), prop_vals)), prop_vals, ['', '']) AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - e.uuid AS uuid, - e.`$session_id` AS `$session_id`, - e.`$window_id` AS `$window_id`, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(equals(e.event, 'buy'), 1, 0) AS step_1, - [ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$browser'), ''), 'null'), '^"|"$', '')), ''), ifNull(toString(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(e.properties, '$version'), ''), 'null'), '^"|"$', '')), '')] AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, notEmpty(arrayFilter(x -> notEmpty(x), prop))) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC')))))) - GROUP BY aggregation_target - HAVING ifNull(greaterOrEquals(step_reached, 0), 0)) - GROUP BY breakdown - ORDER BY step_2 DESC, step_1 DESC) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: TestStrictFunnelGroupBreakdown.test_funnel_aggregate_by_groups_breakdown_group_person_on_events - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - sum(step_3) AS step_3, - arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_2_conversion_times)])[1] AS step_2_average_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_2_conversion_times)])[1] AS step_2_median_conversion_time, - groupArray(row_number) AS row_number, - final_prop AS final_prop - FROM - (SELECT countIf(ifNull(ifNull(equals(af, 0), 0), 0)) AS step_1, - countIf(ifNull(ifNull(equals(af, 1), 0), 0)) AS step_2, - countIf(ifNull(ifNull(equals(af, 2), 0), 0)) AS step_3, - groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times, - groupArrayIf(timings[2], ifNull(greater(timings[2], 0), 0)) AS step_2_conversion_times, - rowNumberInBlock() AS row_number, - if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop - FROM - (SELECT arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, - af_tuple.1 AS af, - af_tuple.2 AS breakdown, - af_tuple.3 AS timings - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - exclusion_0 AS exclusion_0, - exclusion_1 AS exclusion_1, - exclusion_2 AS exclusion_2, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - prop_vals AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - e.`$group_0` AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(equals(e.event, 'play movie'), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - if(equals(e.event, 'buy'), 1, 0) AS step_2, - if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2, - 0 AS exclusion_0, - 0 AS exclusion_1, - 0 AS exclusion_2, - ifNull(toString(e__group_0.properties___industry), '') AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT JOIN - (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry, - groups.group_type_index AS index, - groups.group_key AS key - FROM groups - WHERE and(equals(groups.team_id, 2), equals(index, 0)) - GROUP BY groups.group_type_index, - groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC')))))) - GROUP BY aggregation_target - HAVING ifNull(greaterOrEquals(af, 0), 0)) - GROUP BY breakdown - ORDER BY step_3 DESC, step_2 DESC, step_1 DESC) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: TestStrictFunnelGroupBreakdown.test_funnel_aggregate_by_groups_breakdown_group_person_on_events_poe_v2 - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - sum(step_3) AS step_3, - arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_2_conversion_times)])[1] AS step_2_average_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_2_conversion_times)])[1] AS step_2_median_conversion_time, - groupArray(row_number) AS row_number, - final_prop AS final_prop - FROM - (SELECT countIf(ifNull(ifNull(equals(af, 0), 0), 0)) AS step_1, - countIf(ifNull(ifNull(equals(af, 1), 0), 0)) AS step_2, - countIf(ifNull(ifNull(equals(af, 2), 0), 0)) AS step_3, - groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times, - groupArrayIf(timings[2], ifNull(greater(timings[2], 0), 0)) AS step_2_conversion_times, - rowNumberInBlock() AS row_number, - if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop - FROM - (SELECT arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, - af_tuple.1 AS af, - af_tuple.2 AS breakdown, - af_tuple.3 AS timings - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - exclusion_0 AS exclusion_0, - exclusion_1 AS exclusion_1, - exclusion_2 AS exclusion_2, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - prop_vals AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - e.`$group_0` AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(equals(e.event, 'play movie'), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - if(equals(e.event, 'buy'), 1, 0) AS step_2, - if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2, - 0 AS exclusion_0, - 0 AS exclusion_1, - 0 AS exclusion_2, - ifNull(toString(e__group_0.properties___industry), '') AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT JOIN - (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry, - groups.group_type_index AS index, - groups.group_key AS key - FROM groups - WHERE and(equals(groups.team_id, 2), equals(index, 0)) - GROUP BY groups.group_type_index, - groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC')))))) - GROUP BY aggregation_target - HAVING ifNull(greaterOrEquals(af, 0), 0)) - GROUP BY breakdown - ORDER BY step_3 DESC, step_2 DESC, step_1 DESC) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group - ''' - SELECT sum(step_1) AS step_1, - sum(step_2) AS step_2, - sum(step_3) AS step_3, - arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_1_conversion_times)])[1] AS step_1_average_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [avgArrayOrNull(step_2_conversion_times)])[1] AS step_2_average_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_1_conversion_times)])[1] AS step_1_median_conversion_time, - arrayMap(x -> if(isNaN(x), NULL, x), [medianArrayOrNull(step_2_conversion_times)])[1] AS step_2_median_conversion_time, - groupArray(row_number) AS row_number, - final_prop AS final_prop - FROM - (SELECT countIf(ifNull(ifNull(equals(af, 0), 0), 0)) AS step_1, - countIf(ifNull(ifNull(equals(af, 1), 0), 0)) AS step_2, - countIf(ifNull(ifNull(equals(af, 2), 0), 0)) AS step_3, - groupArrayIf(timings[1], ifNull(greater(timings[1], 0), 0)) AS step_1_conversion_times, - groupArrayIf(timings[2], ifNull(greater(timings[2], 0), 0)) AS step_2_conversion_times, - rowNumberInBlock() AS row_number, - if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop - FROM - (SELECT arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, - af_tuple.1 AS af, - af_tuple.2 AS breakdown, - af_tuple.3 AS timings - FROM - (SELECT timestamp AS timestamp, - aggregation_target AS aggregation_target, - step_0 AS step_0, - latest_0 AS latest_0, - step_1 AS step_1, - latest_1 AS latest_1, - step_2 AS step_2, - latest_2 AS latest_2, - exclusion_0 AS exclusion_0, - exclusion_1 AS exclusion_1, - exclusion_2 AS exclusion_2, - prop_basic AS prop_basic, - prop, - prop_vals AS prop_vals, - prop_vals AS prop - FROM - (SELECT toTimeZone(e.timestamp, 'UTC') AS timestamp, - if(not(empty(e__override.distinct_id)), e__override.person_id, e.person_id) AS aggregation_target, - if(equals(e.event, 'sign up'), 1, 0) AS step_0, - if(ifNull(equals(step_0, 1), 0), timestamp, NULL) AS latest_0, - if(equals(e.event, 'play movie'), 1, 0) AS step_1, - if(ifNull(equals(step_1, 1), 0), timestamp, NULL) AS latest_1, - if(equals(e.event, 'buy'), 1, 0) AS step_2, - if(ifNull(equals(step_2, 1), 0), timestamp, NULL) AS latest_2, - 0 AS exclusion_0, - 0 AS exclusion_1, - 0 AS exclusion_2, - ifNull(toString(e__group_0.properties___industry), '') AS prop_basic, - prop_basic AS prop, - argMinIf(prop, timestamp, isNotNull(prop)) OVER (PARTITION BY aggregation_target) AS prop_vals - FROM events AS e - LEFT OUTER JOIN - (SELECT argMax(person_distinct_id_overrides.person_id, person_distinct_id_overrides.version) AS person_id, - person_distinct_id_overrides.distinct_id AS distinct_id - FROM person_distinct_id_overrides - WHERE equals(person_distinct_id_overrides.team_id, 2) - GROUP BY person_distinct_id_overrides.distinct_id - HAVING ifNull(equals(argMax(person_distinct_id_overrides.is_deleted, person_distinct_id_overrides.version), 0), 0) SETTINGS optimize_aggregation_in_order=1) AS e__override ON equals(e.distinct_id, e__override.distinct_id) - LEFT JOIN - (SELECT argMax(replaceRegexpAll(nullIf(nullIf(JSONExtractRaw(groups.group_properties, 'industry'), ''), 'null'), '^"|"$', ''), toTimeZone(groups._timestamp, 'UTC')) AS properties___industry, - groups.group_type_index AS index, - groups.group_key AS key - FROM groups - WHERE and(equals(groups.team_id, 2), equals(index, 0)) - GROUP BY groups.group_type_index, - groups.group_key) AS e__group_0 ON equals(e.`$group_0`, e__group_0.key) - WHERE and(equals(e.team_id, 2), and(greaterOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-01 00:00:00.000000', 6, 'UTC')), lessOrEquals(toTimeZone(e.timestamp, 'UTC'), toDateTime64('2020-01-08 23:59:59.999999', 6, 'UTC')))))) - GROUP BY aggregation_target - HAVING ifNull(greaterOrEquals(af, 0), 0)) - GROUP BY breakdown - ORDER BY step_3 DESC, step_2 DESC, step_1 DESC) - GROUP BY final_prop - LIMIT 100 SETTINGS readonly=2, - max_execution_time=60, - allow_experimental_object_type=1, - format_csv_allow_double_quotes=0, - max_ast_elements=4000000, - max_expanded_ast_elements=4000000, - max_bytes_before_external_group_by=23622320128, - allow_experimental_analyzer=1 - ''' -# --- -# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.1 - ''' - - SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value, - count(*) as count - FROM events e - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND event IN ['buy', 'play movie', 'sign up'] - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - GROUP BY value - ORDER BY count DESC, value DESC - LIMIT 26 - OFFSET 0 - ''' -# --- -# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.2 - ''' - - SELECT aggregation_target AS actor_id - FROM - (SELECT aggregation_target, - steps, - avg(step_1_conversion_time) step_1_average_conversion_time_inner, - avg(step_2_conversion_time) step_2_average_conversion_time_inner, - median(step_1_conversion_time) step_1_median_conversion_time_inner, - median(step_2_conversion_time) step_2_median_conversion_time_inner, - prop - FROM - (SELECT aggregation_target, - steps, - max(steps) over (PARTITION BY aggregation_target, - prop) as max_steps, - step_1_conversion_time, - step_2_conversion_time, - prop - FROM - (SELECT *, - if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY - AND latest_1 <= latest_2 - AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps, - if(isNotNull(latest_1) - AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time, - if(isNotNull(latest_2) - AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time - FROM - (SELECT aggregation_target, timestamp, step_0, - latest_0, - step_1, - min(latest_1) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1, - step_2, - min(latest_2) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 , - if(has(['technology', 'finance'], prop), prop, 'Other') as prop - FROM - (SELECT *, - prop_vals as prop - FROM - (SELECT e.timestamp as timestamp, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id, - if(event = 'sign up', 1, 0) as step_0, - if(step_0 = 1, timestamp, null) as latest_0, - if(event = 'play movie', 1, 0) as step_1, - if(step_1 = 1, timestamp, null) as latest_1, - if(event = 'buy', 1, 0) as step_2, - if(step_2 = 1, timestamp, null) as latest_2, - replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic, - prop_basic as prop, - argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals - FROM events e - LEFT OUTER JOIN - (SELECT distinct_id, - argMax(person_id, version) as person_id - FROM person_distinct_id2 - WHERE team_id = 2 - AND distinct_id IN - (SELECT distinct_id - FROM events - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') ) - GROUP BY distinct_id - HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - AND (1=1) ))) - WHERE step_0 = 1 )) - GROUP BY aggregation_target, - steps, - prop - HAVING steps = max_steps) - WHERE steps IN [1, 2, 3] - AND arrayFlatten(array(prop)) = arrayFlatten(array('finance')) - ORDER BY aggregation_target - LIMIT 100 - OFFSET 0 SETTINGS max_ast_elements=1000000, - max_expanded_ast_elements=1000000 - ''' -# --- -# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.3 - ''' - - SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value, - count(*) as count - FROM events e - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND event IN ['buy', 'play movie', 'sign up'] - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - GROUP BY value - ORDER BY count DESC, value DESC - LIMIT 26 - OFFSET 0 - ''' -# --- -# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.4 - ''' - - SELECT aggregation_target AS actor_id - FROM - (SELECT aggregation_target, - steps, - avg(step_1_conversion_time) step_1_average_conversion_time_inner, - avg(step_2_conversion_time) step_2_average_conversion_time_inner, - median(step_1_conversion_time) step_1_median_conversion_time_inner, - median(step_2_conversion_time) step_2_median_conversion_time_inner, - prop - FROM - (SELECT aggregation_target, - steps, - max(steps) over (PARTITION BY aggregation_target, - prop) as max_steps, - step_1_conversion_time, - step_2_conversion_time, - prop - FROM - (SELECT *, - if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY - AND latest_1 <= latest_2 - AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps, - if(isNotNull(latest_1) - AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time, - if(isNotNull(latest_2) - AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time - FROM - (SELECT aggregation_target, timestamp, step_0, - latest_0, - step_1, - min(latest_1) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1, - step_2, - min(latest_2) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 , - if(has(['technology', 'finance'], prop), prop, 'Other') as prop - FROM - (SELECT *, - prop_vals as prop - FROM - (SELECT e.timestamp as timestamp, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id, - if(event = 'sign up', 1, 0) as step_0, - if(step_0 = 1, timestamp, null) as latest_0, - if(event = 'play movie', 1, 0) as step_1, - if(step_1 = 1, timestamp, null) as latest_1, - if(event = 'buy', 1, 0) as step_2, - if(step_2 = 1, timestamp, null) as latest_2, - replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic, - prop_basic as prop, - argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals - FROM events e - LEFT OUTER JOIN - (SELECT distinct_id, - argMax(person_id, version) as person_id - FROM person_distinct_id2 - WHERE team_id = 2 - AND distinct_id IN - (SELECT distinct_id - FROM events - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') ) - GROUP BY distinct_id - HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - AND (1=1) ))) - WHERE step_0 = 1 )) - GROUP BY aggregation_target, - steps, - prop - HAVING steps = max_steps) - WHERE steps IN [2, 3] - AND arrayFlatten(array(prop)) = arrayFlatten(array('finance')) - ORDER BY aggregation_target - LIMIT 100 - OFFSET 0 SETTINGS max_ast_elements=1000000, - max_expanded_ast_elements=1000000 - ''' -# --- -# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.5 - ''' - - SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value, - count(*) as count - FROM events e - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND event IN ['buy', 'play movie', 'sign up'] - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - GROUP BY value - ORDER BY count DESC, value DESC - LIMIT 26 - OFFSET 0 - ''' -# --- -# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.6 - ''' - - SELECT aggregation_target AS actor_id - FROM - (SELECT aggregation_target, - steps, - avg(step_1_conversion_time) step_1_average_conversion_time_inner, - avg(step_2_conversion_time) step_2_average_conversion_time_inner, - median(step_1_conversion_time) step_1_median_conversion_time_inner, - median(step_2_conversion_time) step_2_median_conversion_time_inner, - prop - FROM - (SELECT aggregation_target, - steps, - max(steps) over (PARTITION BY aggregation_target, - prop) as max_steps, - step_1_conversion_time, - step_2_conversion_time, - prop - FROM - (SELECT *, - if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY - AND latest_1 <= latest_2 - AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps, - if(isNotNull(latest_1) - AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time, - if(isNotNull(latest_2) - AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time - FROM - (SELECT aggregation_target, timestamp, step_0, - latest_0, - step_1, - min(latest_1) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1, - step_2, - min(latest_2) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 , - if(has(['technology', 'finance'], prop), prop, 'Other') as prop - FROM - (SELECT *, - prop_vals as prop - FROM - (SELECT e.timestamp as timestamp, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id, - if(event = 'sign up', 1, 0) as step_0, - if(step_0 = 1, timestamp, null) as latest_0, - if(event = 'play movie', 1, 0) as step_1, - if(step_1 = 1, timestamp, null) as latest_1, - if(event = 'buy', 1, 0) as step_2, - if(step_2 = 1, timestamp, null) as latest_2, - replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic, - prop_basic as prop, - argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals - FROM events e - LEFT OUTER JOIN - (SELECT distinct_id, - argMax(person_id, version) as person_id - FROM person_distinct_id2 - WHERE team_id = 2 - AND distinct_id IN - (SELECT distinct_id - FROM events - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') ) - GROUP BY distinct_id - HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - AND (1=1) ))) - WHERE step_0 = 1 )) - GROUP BY aggregation_target, - steps, - prop - HAVING steps = max_steps) - WHERE steps IN [1, 2, 3] - AND arrayFlatten(array(prop)) = arrayFlatten(array('technology')) - ORDER BY aggregation_target - LIMIT 100 - OFFSET 0 SETTINGS max_ast_elements=1000000, - max_expanded_ast_elements=1000000 - ''' -# --- -# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.7 - ''' - - SELECT replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS value, - count(*) as count - FROM events e - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND event IN ['buy', 'play movie', 'sign up'] - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - GROUP BY value - ORDER BY count DESC, value DESC - LIMIT 26 - OFFSET 0 - ''' -# --- -# name: TestStrictFunnelGroupBreakdown.test_funnel_breakdown_group.8 - ''' - - SELECT aggregation_target AS actor_id - FROM - (SELECT aggregation_target, - steps, - avg(step_1_conversion_time) step_1_average_conversion_time_inner, - avg(step_2_conversion_time) step_2_average_conversion_time_inner, - median(step_1_conversion_time) step_1_median_conversion_time_inner, - median(step_2_conversion_time) step_2_median_conversion_time_inner, - prop - FROM - (SELECT aggregation_target, - steps, - max(steps) over (PARTITION BY aggregation_target, - prop) as max_steps, - step_1_conversion_time, - step_2_conversion_time, - prop - FROM - (SELECT *, - if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY - AND latest_1 <= latest_2 - AND latest_2 <= latest_0 + INTERVAL 7 DAY, 3, if(latest_0 <= latest_1 - AND latest_1 <= latest_0 + INTERVAL 7 DAY, 2, 1)) AS steps, - if(isNotNull(latest_1) - AND latest_1 <= latest_0 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_0), toDateTime(latest_1)), NULL) step_1_conversion_time, - if(isNotNull(latest_2) - AND latest_2 <= latest_1 + INTERVAL 7 DAY, dateDiff('second', toDateTime(latest_1), toDateTime(latest_2)), NULL) step_2_conversion_time - FROM - (SELECT aggregation_target, timestamp, step_0, - latest_0, - step_1, - min(latest_1) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 1 PRECEDING AND 1 PRECEDING) latest_1, - step_2, - min(latest_2) over (PARTITION by aggregation_target, - prop - ORDER BY timestamp DESC ROWS BETWEEN 2 PRECEDING AND 2 PRECEDING) latest_2 , - if(has(['technology', 'finance'], prop), prop, 'Other') as prop - FROM - (SELECT *, - prop_vals as prop - FROM - (SELECT e.timestamp as timestamp, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as aggregation_target, - if(notEmpty(pdi.distinct_id), pdi.person_id, e.person_id) as person_id, - if(event = 'sign up', 1, 0) as step_0, - if(step_0 = 1, timestamp, null) as latest_0, - if(event = 'play movie', 1, 0) as step_1, - if(step_1 = 1, timestamp, null) as latest_1, - if(event = 'buy', 1, 0) as step_2, - if(step_2 = 1, timestamp, null) as latest_2, - replaceRegexpAll(JSONExtractRaw(group_properties_0, 'industry'), '^"|"$', '') AS prop_basic, - prop_basic as prop, - argMinIf(prop, timestamp, isNotNull(prop)) over (PARTITION by aggregation_target) as prop_vals - FROM events e - LEFT OUTER JOIN - (SELECT distinct_id, - argMax(person_id, version) as person_id - FROM person_distinct_id2 - WHERE team_id = 2 - AND distinct_id IN - (SELECT distinct_id - FROM events - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') ) - GROUP BY distinct_id - HAVING argMax(is_deleted, version) = 0) AS pdi ON e.distinct_id = pdi.distinct_id - LEFT JOIN - (SELECT group_key, - argMax(group_properties, _timestamp) AS group_properties_0 - FROM groups - WHERE team_id = 2 - AND group_type_index = 0 - GROUP BY group_key) groups_0 ON "$group_0" == groups_0.group_key - WHERE team_id = 2 - AND toTimeZone(timestamp, 'UTC') >= toDateTime('2020-01-01 00:00:00', 'UTC') - AND toTimeZone(timestamp, 'UTC') <= toDateTime('2020-01-08 23:59:59', 'UTC') - AND (1=1) ))) - WHERE step_0 = 1 )) - GROUP BY aggregation_target, - steps, - prop - HAVING steps = max_steps) - WHERE steps IN [2, 3] - AND arrayFlatten(array(prop)) = arrayFlatten(array('technology')) - ORDER BY aggregation_target - LIMIT 100 - OFFSET 0 SETTINGS max_ast_elements=1000000, - max_expanded_ast_elements=1000000 - ''' -# --- # name: TestStrictFunnelGroupBreakdownUDF.test_funnel_aggregate_by_groups_breakdown_group_person_on_events ''' SELECT sum(step_1) AS step_1, @@ -2295,7 +233,8 @@ rowNumberInBlock() AS row_number, if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2371,7 +310,8 @@ rowNumberInBlock() AS row_number, if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -2447,7 +387,8 @@ rowNumberInBlock() AS row_number, if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'strict', groupUniqArray(prop), arrayFilter((x, i) -> not(and(isNotNull(events_array[minus(i, 1)]), empty(x.4), empty((events_array[minus(i, 1)]).4), ifNull(greater(x.1, (events_array[minus(i, 1)]).1), 0))), events_array, arrayEnumerate(events_array)))) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, diff --git a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr index fc27315723526..22e1d6badcb15 100644 --- a/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr +++ b/posthog/hogql_queries/insights/funnels/test/__snapshots__/test_funnel_udf.ambr @@ -19,7 +19,8 @@ rowNumberInBlock() AS row_number, breakdown AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 15, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 15, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -67,7 +68,8 @@ FROM (SELECT aggregation_target AS actor_id FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 15, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 15, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -143,7 +145,8 @@ rowNumberInBlock() AS row_number, breakdown AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -217,7 +220,8 @@ rowNumberInBlock() AS row_number, breakdown AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -278,7 +282,8 @@ rowNumberInBlock() AS row_number, breakdown AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -337,7 +342,8 @@ FROM (SELECT aggregation_target AS actor_id FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -404,7 +410,8 @@ FROM (SELECT aggregation_target AS actor_id FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -471,7 +478,8 @@ FROM (SELECT aggregation_target AS actor_id FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(3, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -553,7 +561,8 @@ rowNumberInBlock() AS row_number, breakdown AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -609,7 +618,8 @@ rowNumberInBlock() AS row_number, breakdown AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, [], arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', [[]], events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -662,7 +672,8 @@ rowNumberInBlock() AS row_number, if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -730,7 +741,8 @@ rowNumberInBlock() AS row_number, if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'step_1', 'ordered', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'step_1', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -805,7 +817,8 @@ rowNumberInBlock() AS row_number, if(ifNull(less(row_number, 25), 0), breakdown, ['Other']) AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1)])))) AS events_array, + arrayJoin(aggregate_funnel_array_v0(2, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -878,7 +891,8 @@ rowNumberInBlock() AS row_number, if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -954,7 +968,8 @@ rowNumberInBlock() AS row_number, if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, @@ -1030,7 +1045,8 @@ rowNumberInBlock() AS row_number, if(ifNull(less(row_number, 25), 0), breakdown, 'Other') AS final_prop FROM - (SELECT arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))))) AS af_tuple, + (SELECT arraySort(t -> t.1, groupArray(tuple(accurateCastOrNull(timestamp, 'Float64'), uuid, prop, arrayFilter(x -> ifNull(notEquals(x, 0), 1), [multiply(1, step_0), multiply(2, step_1), multiply(3, step_2)])))) AS events_array, + arrayJoin(aggregate_funnel_v0(3, 1209600, 'first_touch', 'ordered', groupUniqArray(prop), events_array)) AS af_tuple, af_tuple.1 AS step_reached, plus(af_tuple.1, 1) AS steps, af_tuple.2 AS breakdown, diff --git a/posthog/hogql_queries/insights/funnels/test/test_funnel.py b/posthog/hogql_queries/insights/funnels/test/test_funnel.py index 536bf006ac226..c5dee72089d1d 100644 --- a/posthog/hogql_queries/insights/funnels/test/test_funnel.py +++ b/posthog/hogql_queries/insights/funnels/test/test_funnel.py @@ -2827,6 +2827,28 @@ def test_funnel_with_denormalised_properties(self): self.assertEqual(results[0]["name"], "user signed up") self.assertEqual(results[0]["count"], 1) + def test_same_event_same_timestamp(self): + _create_person(distinct_ids=["test"], team_id=self.team.pk) + with freeze_time("2024-01-10T12:01:00"): + for _ in range(20): + _create_event(team=self.team, event="step one", distinct_id="test") + with freeze_time("2024-01-11T12:01:00"): + _create_event(team=self.team, event="step two", distinct_id="test") + filters = { + "insight": INSIGHT_FUNNELS, + "funnel_viz_type": "steps", + "date_from": "2024-01-10 00:00:00", + "date_to": "2024-01-12 00:00:00", + "events": [ + {"id": "step one", "order": 0}, + {"id": "step two", "order": 1}, + ], + } + + query = cast(FunnelsQuery, filter_to_query(filters)) + results = FunnelsQueryRunner(query=query, team=self.team).calculate().results + self.assertEqual(results[-1]["count"], 1) + def test_funnel_with_elements_chain(self): person1 = _create_person(distinct_ids=["test"], team_id=self.team.pk) _create_event(team=self.team, event="user signed up", distinct_id="test") @@ -3960,6 +3982,69 @@ def test_first_time_for_user_funnel_with_actions(self): self.assertEqual(result[2]["name"], "watched movie") self.assertEqual(result[2]["count"], 0) + def test_multiple_events_same_timestamp_exclusions(self): + _create_person(distinct_ids=["test"], team_id=self.team.pk) + with freeze_time("2024-01-10T12:00:00"): + _create_event(team=self.team, event="step zero", distinct_id="test") + with freeze_time("2024-01-10T12:01:00"): + for _ in range(30): + _create_event(team=self.team, event="step one", distinct_id="test") + _create_event(team=self.team, event="exclusion", distinct_id="test") + _create_event(team=self.team, event="step two", distinct_id="test") + with freeze_time("2024-01-10T12:02:00"): + _create_event(team=self.team, event="step three", distinct_id="test") + filters = { + "insight": INSIGHT_FUNNELS, + "funnel_viz_type": "steps", + "date_from": "2024-01-10 00:00:00", + "date_to": "2024-01-12 00:00:00", + "events": [ + {"id": "step zero", "order": 0}, + {"id": "step one", "order": 1}, + {"id": "step two", "order": 2}, + {"id": "step three", "order": 3}, + ], + "exclusions": [ + { + "id": "exclusion", + "type": "events", + "funnel_from_step": 0, + "funnel_to_step": 1, + } + ], + } + + query = cast(FunnelsQuery, filter_to_query(filters)) + results = FunnelsQueryRunner(query=query, team=self.team).calculate().results + self.assertEqual(4, len(results)) + self.assertEqual(1, results[-1]["count"]) + + filters = { + "insight": INSIGHT_FUNNELS, + "funnel_viz_type": "steps", + "date_from": "2024-01-10 00:00:00", + "date_to": "2024-01-12 00:00:00", + "events": [ + {"id": "step zero", "order": 0}, + {"id": "step one", "order": 1}, + {"id": "step two", "order": 2}, + {"id": "step three", "order": 3}, + ], + "exclusions": [ + { + "id": "exclusion", + "type": "events", + "funnel_from_step": 1, + "funnel_to_step": 2, + } + ], + } + + query = cast(FunnelsQuery, filter_to_query(filters)) + results = FunnelsQueryRunner(query=query, team=self.team).calculate().results + self.assertEqual(4, len(results)) + self.assertEqual(1, results[-1]["count"]) + def test_first_time_for_user_funnel_filters(self): _create_person( distinct_ids=[f"user_1"], diff --git a/posthog/hogql_queries/insights/funnels/test/test_funnel_strict_udf.py b/posthog/hogql_queries/insights/funnels/test/test_funnel_strict_udf.py index fdde235e5bc7e..934f55babcc0b 100644 --- a/posthog/hogql_queries/insights/funnels/test/test_funnel_strict_udf.py +++ b/posthog/hogql_queries/insights/funnels/test/test_funnel_strict_udf.py @@ -1,11 +1,22 @@ +from typing import cast from unittest.mock import Mock, patch +from freezegun import freeze_time + +from hogql_parser import parse_expr +from posthog.constants import INSIGHT_FUNNELS +from posthog.hogql.constants import HogQLGlobalSettings, MAX_BYTES_BEFORE_EXTERNAL_GROUP_BY +from posthog.hogql.query import execute_hogql_query +from posthog.hogql_queries.insights.funnels.funnels_query_runner import FunnelsQueryRunner from posthog.hogql_queries.insights.funnels.test.test_funnel_strict import ( BaseTestFunnelStrictStepsBreakdown, BaseTestFunnelStrictSteps, BaseTestStrictFunnelGroupBreakdown, BaseTestFunnelStrictStepsConversionTime, ) +from posthog.hogql_queries.legacy_compatibility.filter_to_query import filter_to_query +from posthog.schema import FunnelsQuery +from posthog.test.base import _create_person, _create_event @patch("posthoganalytics.feature_enabled", new=Mock(return_value=True)) @@ -17,6 +28,65 @@ class TestFunnelStrictStepsBreakdownUDF(BaseTestFunnelStrictStepsBreakdown): class TestFunnelStrictStepsUDF(BaseTestFunnelStrictSteps): __test__ = True + def test_redundant_event_filtering_strict_funnel(self): + filters = { + "insight": INSIGHT_FUNNELS, + "funnel_order_type": "strict", + "events": [ + {"id": "$pageview", "order": 1}, + {"id": "insight viewed", "order": 2}, + ], + } + + _create_person( + distinct_ids=["many_other_events"], + team_id=self.team.pk, + properties={"test": "okay"}, + ) + for _ in range(10): + _create_event(team=self.team, event="user signed up", distinct_id="many_other_events") + + query = cast(FunnelsQuery, filter_to_query(filters)) + runner = FunnelsQueryRunner(query=query, team=self.team) + inner_aggregation_query = runner.funnel_class._inner_aggregation_query() + inner_aggregation_query.select.append(parse_expr(f"{runner.funnel_class._array_filter()} AS filtered_array")) + inner_aggregation_query.having = None + response = execute_hogql_query( + query_type="FunnelsQuery", + query=inner_aggregation_query, + team=self.team, + settings=HogQLGlobalSettings( + # Make sure funnel queries never OOM + max_bytes_before_external_group_by=MAX_BYTES_BEFORE_EXTERNAL_GROUP_BY, + allow_experimental_analyzer=True, + ), + ) + # Make sure the events have been condensed down to one + self.assertEqual(1, len(response.results[0][-1])) + + def test_multiple_events_same_timestamp_doesnt_blow_up(self): + _create_person(distinct_ids=["test"], team_id=self.team.pk) + with freeze_time("2024-01-10T12:01:00"): + for _ in range(30): + _create_event(team=self.team, event="step one", distinct_id="test") + _create_event(team=self.team, event="step two", distinct_id="test") + _create_event(team=self.team, event="step three", distinct_id="test") + filters = { + "insight": INSIGHT_FUNNELS, + "funnel_viz_type": "steps", + "date_from": "2024-01-10 00:00:00", + "date_to": "2024-01-12 00:00:00", + "events": [ + {"id": "step one", "order": 0}, + {"id": "step two", "order": 1}, + {"id": "step three", "order": 2}, + ], + } + + query = cast(FunnelsQuery, filter_to_query(filters)) + results = FunnelsQueryRunner(query=query, team=self.team).calculate().results + self.assertEqual(1, results[-1]["count"]) + @patch("posthoganalytics.feature_enabled", new=Mock(return_value=True)) class TestStrictFunnelGroupBreakdownUDF(BaseTestStrictFunnelGroupBreakdown): diff --git a/posthog/hogql_queries/insights/funnels/test/test_funnel_udf.py b/posthog/hogql_queries/insights/funnels/test/test_funnel_udf.py index 5fba037657116..2802aee785edd 100644 --- a/posthog/hogql_queries/insights/funnels/test/test_funnel_udf.py +++ b/posthog/hogql_queries/insights/funnels/test/test_funnel_udf.py @@ -1,6 +1,8 @@ from typing import cast from unittest.mock import patch, Mock +from freezegun import freeze_time + from posthog.constants import FunnelOrderType, INSIGHT_FUNNELS from posthog.hogql_queries.insights.funnels import Funnel from posthog.hogql_queries.insights.funnels.funnels_query_runner import FunnelsQueryRunner @@ -99,6 +101,43 @@ def test_assert_trends_flag_is_off(self): self.assertFalse(results.isUdf) + # Old style funnels fails on this (not sure why) + def test_events_same_timestamp_no_exclusions(self): + _create_person(distinct_ids=["test"], team_id=self.team.pk) + with freeze_time("2024-01-10T12:01:00"): + _create_event(team=self.team, event="step one, ten", distinct_id="test") + _create_event(team=self.team, event="step two, three, seven", distinct_id="test") + _create_event(team=self.team, event="step two, three, seven", distinct_id="test") + _create_event(team=self.team, event="step four, five, eight", distinct_id="test") + _create_event(team=self.team, event="step four, five, eight", distinct_id="test") + _create_event(team=self.team, event="step six, nine", distinct_id="test") + _create_event(team=self.team, event="step two, three, seven", distinct_id="test") + _create_event(team=self.team, event="step four, five, eight", distinct_id="test") + _create_event(team=self.team, event="step six, nine", distinct_id="test") + _create_event(team=self.team, event="step one, ten", distinct_id="test") + filters = { + "insight": INSIGHT_FUNNELS, + "funnel_viz_type": "steps", + "date_from": "2024-01-10 00:00:00", + "date_to": "2024-01-12 00:00:00", + "events": [ + {"id": "step one, ten", "order": 0}, + {"id": "step two, three, seven", "order": 1}, + {"id": "step two, three, seven", "order": 2}, + {"id": "step four, five, eight", "order": 3}, + {"id": "step four, five, eight", "order": 4}, + {"id": "step six, nine", "order": 5}, + {"id": "step two, three, seven", "order": 6}, + {"id": "step four, five, eight", "order": 7}, + {"id": "step six, nine", "order": 8}, + {"id": "step one, ten", "order": 9}, + ], + } + + query = cast(FunnelsQuery, filter_to_query(filters)) + results = FunnelsQueryRunner(query=query, team=self.team).calculate().results + self.assertEqual(1, results[-1]["count"]) + maxDiff = None diff --git a/posthog/user_scripts/aggregate_funnel_aarch64 b/posthog/user_scripts/aggregate_funnel_aarch64 index c86bfbb060d3203d0ce30d60e292202325ea2d03..c6169148db0b6d1e25a98baba5934b638d7765f8 100755 GIT binary patch delta 195186 zcmd444OmrW);E6deNYaNiSj9aaKKd1KKvF^;vBF-Ej6WdrY2B(3T37=o3hOI0sA;c zHJmnuA5EgpOq^2|6{OTOg7&;aInz*1=}gmjz?${}oj^d&R`L9QYk$CI>v^94^Iq?J zU2oS#d*8qNd);fTd#!cf`zZZ2)%pDR^2Cv`Pcr2{yZT`4WB26W37xCJ9G??d!* z6H`zBafnjX{QPc&0<-T%h-bOQsh8JQdyLjb7=5j{n!hnNA*Z(M-%CeK_~6;0i%0(E z={#}6{L^9$Uzn75tJ<9L{}z_SSi}31Eni0p(G_ZYmN2zM&1UtPXu_K{+-Aa;o>ixu zX2KJV&I+ zQ~&)-pi|#KujJX6D?2XLi-_Li2BIFLc(Vi(7#4cSci z!F+WFQ%(4%8lGpuzt`|W6K=UvP#fB0%9wJeif=dJUmjHP>Ja!r6JDgX(;Nbq1XIQ{ zT7`fKpKzDjv9)qANo}{Oc%lj4s+CVO;X5@vL&F7K{Pc$MOckbT9jr9r`?Q9NOt{`b zxe2#TSC?}8U|e8%Gu4c$!5OSc!>djBs1@pr8%+324L=bA?=a!NRVWSqvu+tD^2)6G`xs#;(vV!>>8;zg{a^%;g__Awwv(Sl^T?Lac&FKXojCj7up)bi0g22&ciD*tJhXHfsl9s*w( z0$*>!zt%c-neZ+R-@Zc_JR-e9jj6(UtwMtduhFES*@Q3EmeOa!$L>@q(V^plw(VMf zs%EgAg9j9&;n61Cx=1Z=GvS$9`Kcyc@7Qj_1-;{?ri^T@p+Xa`H?-b_->H>%neg=* zUUg+$UFnnU1{3D3~V2Tb@K8gAV+n4&+d(I}_j;6Gjb^o*sZ3NO^F3TnLx zUw=%+%T4$g&GM-+;Tal!(1;WN-*TTiBA+n>c*Snj!jVk)<68NE2|uIZ(XS1j@l~3E zV>jU$n3y7eg{F)#+Kh`#_{tyE0Xa?hRdp&QTqfM9;pHaWr?p@6TDU6z`Vw^1stp}9 zRk&TV4Vz53&WtBa_&r*A$%I>Ws+11&<7)q`SgTq~ILgzHP-GvWFY2$Ct|S&b3_6Rw-*(XS7tkdCK? z!0jenw9DzCHx*3V~OJzz>GNn}I9*uZy2PQYl0QRyCLsdilf<_|y=1 z-TftQECt3%)om*JZIf8w$Xb&Weh;MP4?ri3j7o)H3HDul== z3V}OK_B|LYmP5ETL;@aVl)rbJo@+&&l=`qy~n;EaBJeF)qY z0PpSsntf4uLnAa6xbAgegPEJ3`>r-wmdOUfvc0&$u!!u%)Jqi`vWzO?ZRm zYOOcnv(~9x?KI&lG`!q|>jSM;aPXfletJejhzch{;2j}w>l+~`WWsMO&VTf!X-3B{~a{pMcP0cO!!k8-t>ma z{?|KhHdT0Bt8l`EKceA26Mjk?kYvL3_B;Aj57__rX&Kv16?7M@+Jyf?D}T_0>*bqF_@i3+ z6N7N9zg|Hal)+euRv}=*br&q!Gngk_AFJDLq6xpK;WiUKlTJ>E|I$nu*Hvn3X2J`! zwOknjUmpT@g}@I2SNLDofV%tLV5*=G=!6N^2h?H0zu%!wfO!W~XsQ;piXOmK`D@oI z*ak8b`O^c9Q%!h}R^D#Hb^m^;3BOwN`wLCDWv6EUuQz3^*W!0h6Rz`0xd|Vqbx<7w zZwP^(5JF^hgutzD4koEn>(~|o&j^7p)$o4%UvH==LqDb@u3%QI!@6$(u_i&KMBMJ8Nr2*#=j*9Wr6 zgqQ14G{TAhb@BVTmf(eH#>!2&-q3avzFljl%7kC?suVqFz!mw^Gnx$#!r#&G<}2d@ldhb> z*gJz~c3f*H(S++AOf}(?-c|>cXTmG4QYT!f;NU-9{H6|5Gm1gTzkAFv{M8_3yMgFWcgGsGd zu!X=gO!z#lgQX$xA`||AR^C}-vj3mdGRjRAYBjvdglE)fOlQJZXn2ze4|`WF@9W1^ z{likUjE?>cQdf-W6|CoF?3@mERr$ zuL*%Sneex@b_Aa(XELg4l*;lzI{uap6NeF)rT!V5IYZ8zci zfND(mHm!UUaE1SM4X9`MLR1Kt@S|Eo(Y1pq(W&8SCOrCjb&2f*xGH~kEhBFrgQSmz zY5RSV2@hOUHRE~{ZtYX?O(y)K57drbCj9dcH2Z(MDdVqNg=!OiuTDA>{x7Zk2@`%n z!zB|QaX=kVKrm&@)iSJggGp-FT&F}6{*+ce&4k~q4K%}q>vzBMG`!#be^F~_rKtjJ zG-WB)oA9X)bq3`ooMo$cjR`NhNyQHi#s%imG8zVFux1T!GU1YjH=A&sxg--lRU1%; z34cMs!G8f$hRd#wlzlLG2{xTmnagUzf6yqGXu|a+NHgL35@Zlg{I82&rnY8zrV4sP zD@`~%s1CHqgwN3MO(wih!(9ekkw1Mz+YK4C=&xuM8cg_Gn$Gu`@K3e!9VT4AHOCGN zrfB_#+WntsQ^wH`)tRN4@CzDlH{mlrQp+zj;qx@S(1fqh@bw2w_Wx!r!)dDE)$r{m z{Dg*An{d5+LkRqYj_dZnUZF$JPP#Gq?NW<+WT+lNL zO&LzDLXipIuHoxL;G0bNQ`$gXCcIk31-9LkaZamHZNig2R%hH00zYBG@7KypCj4Cu zXZ1u;@V_p8-)k9(O2z;_;tv`#n(%xLw}-%2n(%}}YCG$VILV)$;WB0bzg??P6#_qK z!mDo6C}hI_p&6e|Cj1O=MgE&j88uo%Cro&QhWku-Q0qW4;UnKu2h?H0uhH;8y~+Nc zre&}X2XlM2hFeW|zJ^De@InnwG~vY>ZtKUD`7`F!GSd1pK!5!AiiS@$;lI)F3={sI zhTBc}e`i+P5537-)_QdG`vd12kifkwTx<0g$&K|sWIVSXyp%@@Y5RJV8VUc#F_@- zSpV}{h2}vS_=ZE<jr&@lh3Abyw9k{~(x&~aUWh^ySNYpwgGU4S~`AsJLZ4Gys@FHy~4<72D zm@0qHh3ZIs0~w0=F%6eYxYeqLVp&6fLuz>~Z4ZGjHQ@(`2v(v(r8ebv&Sb< z23)1FTKHcdt%3ih8Zt&2I><2KF$Uajz+(+~o&k?D;7bj7 zya8WHIPpI%L4qNp&`=@KfEO9?Q3iay0mp}3{r_z;;G_FdY<31*7-PtA88XHi@Nxq_ z&VX+>;K>HO%7EJpc(nmfQE^rNYYZ8wh6)D__;>@}V8E|2;7ta6f&p(f;70K~@dsgm z8z&hm_zV@&47g;#(+zls0iSHZ0|tDG0cVPU-Bv0Ry_lF|F?(8i8kQZ8yZS9 z;5Qg>n*lfKl{5oB4dqq(<7KKLW4fWC30z-Jlor3QTV04}hVhKxA_ z8LZHNXBhAz1Ae0cUvI$Y8t_d9e4YV!Dmdm(;+JK}a2YDxWWdV}c(wuGZousZyvl$( z40yEx&k<)Wh!GYIV-<^E1z%Iaj?ITWH5S$};-9z3(XF%HHa_|5WSiwH{ZGkj zMIJv#$y3t*LORuuZbLf9kp4H)s}1S1NS7*U;cKOVa{%@l3Y z7#P4%q*D#)NThQN>8p`mZAgzqx|GsFvO0ix0DBDul8`=ZNRLCh)sRj_n$H{Fg;+=6tfA-xdk z97B3B(yI;WWk{Fa=oV;wl>yuZV6UOTPmw-sNZ*Tet0BD_X@2g&0PaUR)sS9?bdDkY zAkwQ1>4%XnohuA9@F;-2h5}C@eb|tG3h7oux)f=C-a!3lkxn(FpGP{!kbVj2)rR!T zNS6u*;8g&74e6aoA2y_4N4nLJ-itJ!H86nRA)RVSdy&pDq~At*wITf;(n6^L_yE9O zL;6Fc4;#{dK)ThCK8!Sf)4%}!7t*PQ^k+!t7}B33z1ooe@>cn(=+Xf|%)k8+-ZH)N z58>QIvE%kc{)Xvd~T1=CoCSa^F8KUK>+xOkX2cFB|*p16^#2p-|S=-WKh)3=p# zOBUu{%UDhN7qi{flWy`z;~AdWo@xuLv8JSmk1e?|Ue7|&{;WNt#XlOdjJ5WphzU#A z3N9Wk3`ue?WX@&2aOPd{8goPI|N(%~K{m*HvE zMll8>bS{H26l<*K472Z7>K@VBdN;*gYHi3;>RZ?~G%ck;-*X%aT9rmy6Pzdzp*Gwy zMjU^~b>YfX_e>Fgl|NQ|r;+;zvy3Cd6v0%2%+%PnQh(_#tp zYEEav9?wI>hCRbr& zw!gw_fucX;>9a65DwVT;B)SO;=F<9w0q5LJVa{cqT=vCY3oFm@C5bbZPYVa-%dNj0 zB^ECq6|Ug+(PG*1^n@R7L|qHjwRrkKHB7wRx+hhcxU_uK#LL&Y+}e_=5T6!s4_G3_ z7cK@Dj}qpRtekThl@W{bZA4U5CZam{sMp2GcaDpTwy@Z43-kIc zG2YMYtiorB^^O&X+&P}_`85@YKhF;osMQLDUlQ-VbBncO-9+a|?muo8Pu-aw?garC zI);cbcWnvFyqU#{>sMYAd1*y?^E>;aq$Z$0}Md+U_N{crLBD8SQiK zBuFW|tbd#r9Bc&jCfd8A20i22H`t7eElu8xa-0*iiWhFzxqY1bF;yXRVNq3FIR zDXe25H|za(?sw8B}nt&`?%VIo(Te&YJ3v(+oT4i-ZoyaOHOczhyJ7LP+V6gJi6wG9++EwWCGpPLP zm(1lY{1=y&ge&4gd>6zt*s7cRitz3ic%p8mw1&AopkDf(X>Q*P))ySjrm&i-P6Rj!lY$mK!r<7ZUqH+g#uM1Z6`*%_o10Jh11=?0b4&^b&b0f zQ)@xBYq6jtq0(@>+y#~{VyxB|W0(I7>JrUkE{J!nnlQA3=w2k2teWD;RA_1YE0y-4 zmAY3+0AjqosNp2`fLvZ$V)3NWq-Y{r8L>bI8{%9>t=ul2S#`tMvBp-$GxrXym2c3> zePZV7i7Cz2lq|P@yos+ylh#vssz!9KPK<<X88D%aF^9!wYVXTzb9AH+!}d-#pN4 z)n4|MAqAGQe1C?#ShlrDBOff_7Q;t8>3n6Bk^__k&2f|Q(^RS zE;Sg&I!hSKr%4{lw0zYCjr~44E!t_9ck|Zv7UV&~nyp!m`s5*Ony)LEZymx$(6V6H zY|in8xuFRsr(l48nT_@s+t7G6nE%L5CPPYxEThK6N7jv>-262^#2ta|n@a7OpYlw$ zhOwDS)4wH-WVQ6pJa+j;v2oq?xy{x_wPh}axsy3CC$(;68}^(Ds?$f$`t--6_lGh4 z`-8!RDr&|y#GUv%ae8r%FbpsWVHBQ6k&Ov&C;-G{R1zJ@hi?cN9$K#cDGSOs81-7^3nFcJ%`S;MyTZcwi# z$7XRiMmd)~ggix44mD^>Xpw*Rs)PRro}^KT=dMJuzluNk`J`npV(paKH-xz##yet} zv6X0n!0{Nra z#e+u<5Tjju!Y1DLP$K`_Eb*y_#__@|@%4vtB66sk3&9Vr75xuQ$x^0VHAIoA$sEg! z+`@a38(Ajf*#1{%X{6C*4CRcZnJC_|ey$LbA8f-1@y>%pE8+*|aQ96hDowS2G0-wC z#?SR0^~Estc=4RNS)RpHGfSuGc4>{Z#L~}{x?!2pU>P)s+c5~m$r<@u#Q};uM=e4J zcApc!-jK>~Oc&4N@tjv2_wYFD-RFV{WEP0?AHJ4bEN*ysQp9{^1hL-d#XS!v^Nw`! z@WT`NZ{88x9-hoEpDo63yfI9vk-ssGixRhNymg4&6HJ&Xe!4L`Lh4Z&_UQTl10}tpJ?VO*8J05w1pYj`J&=JG6K@Sr*{IZz; zafbNMU*5zYn<0*SbYVmlIw6*PUfl5LipdK9tr`$kjV|RWRjGsMaQ;@5_g~YlgFm;kIxXFeJnL|DdvSQvX*hIdKqo%KSy12 zy^nxV8#>pJYRVB?9!p48%q8nA68!QUHr`zVr^JV$E8MgvOcb6N8%FP9#wPoiTD(;3 z4Z9MT*CMF+<_Z_0`Icel#rC&WFQlWjAGDjKzhv8NT&CAagOKLIY#&GKfwIK*-{T#2 zR4lPNhpzuYgB%b8rANveu8%|&gUd#;yE`~cF&bY%0}7R%e8Q%ZtLh1zTvt>IM6L{e z$8?2M?&*p`$fr?2A>0H~jbBO4F{f%lzTO3f9Re~TUHFuutuPi}d1{%=w4Nz~FQcbk!N7)>sXc@X7P1@fpql77k!9?8(|V7NlLi(TU1pPbEC z?GZJCp1Fy8s)M38{ltjmc@E`>V+Hs6p;a(EO? zcF-={u~$>NYxBn*DxZY%q}A*e=a&h1CzG%RJ7giB^ImHLlYcs0Y}=A5DD&#RRaU%( zj$37T3*}G$<5rofEW@9YfBIIX`CGbz3H@CbHmDAqiV!~k^Hd~(=DUKIXheg=s>~z+d!ZX-H;xgeg?qhMRbB^_$v%yL- zfW&eq+->Jff!tXshV@-~z~TuMgn7=b7~<((GSpL#?(bsuO!5}8PdPG40>}d`Km#n2 z)gFYAP9%+IEYmvLUT;md_qjMW6BgKpRp^x~%TZinhJ7z#A*&!ADp^>4!g0GNj%Rh4 zcWnIe9KlluL-Uu`zya#S2ZQ2PbYQcx+FmqH);1chUx3Q~@hqJx|B}iN9VkB+<NF1NU&cV}XNr0OZ4|6}x+twMZ>^aFiJ@7Jv+8}!Rf_1Z*Kn3GbFhMEkLqTZy z{WMxWrXkBUj`g_~Gmo>hWL`;W>AcdB&Ma3XlV@@86H$)>3g-||kYen8fr9y-OAq8K z!G#CU1`{ZcaLPC45f{)v$sUz{g3+sPdYspXcbv(_Mo(ZBxzWtV9QGR{^`U%)NoC!DQ(Y5_Oy>akRQ=*@65V!gjySm|BBrSc=rR(`&K z8zcVCxolz&s3ya3EgGlxLFGDt6@f>TK4CMS?i9zBOypZT#al|oaeo*6&y5#dB{TU? zI>kSfjN^abDgG0W+D`FO$?Dm=Xc;im?j;TcG!9o+b_Nrw(MS&{Kn+p{FKcDWm1msy z>rV02((B_(`>W<)Wl%jlH?XBs{CnwS{^3q>=+=n~i4b?xAtC21iQe->MU>VjIa=u}&WmwXww)Cpd^$dEBwlGTUD{$^TGCiO zOx*GGoUrdGUbSgkm`$vDHY}{CBbZRR-o?j?(a*%D{RMe?2QF<{h{E4>5T)b1lhNw? zSZ1;Mncwg)=821+oz8nZD#uk}srPhiZvQp0VCj$}`5>qCDfhlf;|1T_YSx z`T}Y}4RGxVb6fjPx{^mgkEL742}5jkNIzBrOfipqWW%anWzO|vWWifW)5_m$my;o7 z4wMbXW208Vi%Ngcwa(pbS?SWR1 zEMpYqd;Xgox%+sItm?;6UMHVa*8XqByeVH{8C7=3lGr|W8}y+iu1vCw_4c9-dm76R z;Qf%r+RkGq=tIb66qk7PIG1;zoBFj%7!ra-G zi1t;%VE#sBHp!D!Egs`_V^(mx-u0mYT;OTH2qE3P)wxqyB1f1zfX0$HFoe^`ct=Mt zd53s=*<7J8R&6zzQ(H|(kR2!2u`aY`W$NBCr^M<_p1?LZFSv>T)umv5+7`Q*jW)PAhQP6N8MP@5wF@s_#IPbF*caImtkWU~ z^QAzrR=!ja=!TpRh~g+Ow)Ihd_-r=s=}LGRntzuhyth1#`!^9<-$-BhSj5 z^+Z(%>R|$cw-2)jKFmB9u!Fv08GE#PsQqQw3!SGa*uhv`b&fqV`9*aZZbc*2H>qic z26B-mvd#io^?JVm*^@!lJs3dsrNU!ax=tDl?hV8$X|%OxDDu!xM8q(4365Y1su6NH z`6@q7z*5jQ{vKx7fSE7gtYz6lz+qD?`Prb*3~(cVttJ0lKjq>u@YrB05d*ZlA;|+PWNa0mnKee)mofU$HZmb$ls7 z2JtHlb)-y=@ocsSzCtzZl?aQqEWNWJ19stt6i_?@*MK|yB(OtRexxO$%nBx5hyn$( z*aj=NZD%)l#Sh`NqEUYrQ-W<(s5lz~?6O37iI<9$-8j*^8Wi+*+2sJJVJyE2ZNt0( z`BmzZRyy@{5Q3lRt^WFfU@g2=r7;>UHCPR^?B7_5u7X^-JKXV}!mz;nz$Ea`l?H{Q zfqdNUiVZ-)zm0M|pw4^BGtv72B<+2%^Th-q?@M*DXJDwmx`fuyI>iqgI{Ey*7>8^{ zkkWrQF9!?ow}_W}m+*361>TqQvSf+L3`B8qcLFE-c}p#gB%-(|BdX!)FQ>4Evu&xL z?#wP>8y0d=&(GgsKkoyB5IL-1APMbdb5^0f1ng=}WU<-5;5OK2vHa{a+=iALEctC( z!EVyn!=1|#X%SJ0w6kC7*dhl$;^e(qEdRns4*C2c2i7Hda^De$d@(9ljzama;kmLL zlPePg1UGYX@G(wq--tf}e=Bn2pRW}!l~0<8R`*~On>ZG``(4&ahI+(4el`u0dZS(s zw{zkm_gI0{GvNiCRl%v=9m7$thuh%%7nlEOH9u$fHt4(8d8J&}L!3{Z{MDT35 zyA@Av6?4B(&MG9ZYFDpACV_SSj?Zto;E=QJtn+pVX!d;8X}=23dst^fG@eClVrNM_ z%U^WcOJ5dEw0qvX_N}w)BJFbVi+?)Xe&*k2lewt&qi4##ED}e&e1p&ugP~&Lw3?2C ze7^r~D7u0i5HO-W73nq*;NK59x{{E}ZpVMMH{gFS^>f%*N$C z;lzNV77r9`ANKayb;xT!`uW)@FPu?^Z{rp|k#aTIWFuG)gQt#D4hOi_W9Z3>(%K?e|}LMUNKpC3><+i!1>1D zu5)TG@49;TzYKbXmM0n347YdiAWMIH`5;}}FCU~GbS6tF!@)tO7!`pma8mVUJlXs~s6)t%} zEv)P|=veP?gQ3G@F1FqFmfBf2HW50f_T%ujO6#!XB}0c~grL*EWwD9?222y7K@-gj zL5e;M_&he23zkH|Tdp;*>RCersQmUURzU%ZDvvf|Xu)T+vMIkZl+`+m&Se#TjXJvg zu~I%?ChA~!^Fw=H#B(rH2$Ahu{}RmaJHo*kjrDd%Ib_;9EKZFWV7P)J<1*+I0 z=Yw-dozu#b8mIk0RqGM$ehk<@7s{6QVeBKccUa%&@@XH@_ml!Is;%%nZty-LKueTB z6X(&IbYZR0PzyBeec059m1z%20{Pl4%QJl^8?sJgw&!8#7vn&z>o_mBV<7FLu}@>) zZ$F8@WV`I-w$5umh4%!z+}4Zd5BS60B46O;GA=CO57Gu`kpemrJZHpSFjuMv!|S=N*O{5Zg4_i$fp8utm%%44U;MZPqt}8a?oJ z=HfXIe>5m!9tQIEV7F|+Y^c$~`K)4-VzJ=(`!vOkV!h{wu$kT1MX3&LAce44da#=Y zu$!L8Hc!@UwH6@xAS#+7B=O#^_F!cJ`7jpoiS5Zl9&mV$r&dlbo0As7U!;D65y@V9cBoP)I@nYLq?W*zdc$B#Uj! z+22wCc3V@D#g*9iw>|*2T#odL5`}%K1NJSS@4Fi;UC@}-2KT)6fyOKe+kqcug#8(A zzi$olmN#aR3O`p2n|T|*-?ySMtLq_Nc9gLFB*7)f&wgZLw)G7pyQZ`>FMST^61Pxtt&HwMwG}YRJ+@A_ozq2ut!k%!4}uaKf<+dzo@JNl)A5yq7;Yo3_Arb~k1(!OH3%{TjP`HwMq%rL~S7 zwASaa8TXvZk#|SJ)qEdRgar7&`N55NPU2+zP;9;uD*8cy6O3)h-=5P4pVhmfYs;}6 z|9 z;hdb06M~aa%@;6`F(9Q6!4$pBS6Z3w^TArzrOn5xpH~{k1*%a><8idCF1{95IK3A^ zoxh-+M<#%Q(H2cuiIsq11=9JnHnbno&QIJaVQXR*$T9Xp7LF(OKo;f90+nRUOb%c# zuwp>$JN8i93^1bwD)@~h9%9CBbU+a~V#*klk%rS|e3e^@!4pjDkAkWOr5Hrsiv96r zT+NlO;m&1goOKs&h{!>3a9aY_YR!nu-WgPxlk-a8mKJlev@Zv)E}rjTP2a#f#8+B@ zzc=xoi{~0nUXbGOEK0YhlSk=4#N>1b>SlAQYx_pLa?!2*0AJsBgsYd9paJ68o*6kZ zIeZ?hs~?@_x%oP2JWSC7%m{{AG8fm5(Y{P340ic^+GvRa&l9&Nljj!K?vG;mG(+MQ zIz?J_JF7SkQa4-*)=E(C{tJ#iScG1pQr=F!wrhBfEIXnQFo^*ZCgjL;2dinEy*?t` zUJsR9+yE}kw#2ko!P7j4b+%m`~!LdaAv9l4Ls5DgM_gv3Kh|~5Y3s&s0B;<~Z z!TcuNOp3sMoR2jn5?Jw9F_d*O>`XjomnY+|fJL^qAT*d#QV?MHo41O&$KvmI#O2_6 z#Ztst`@wj&OTn3c0uvohLX?2|Vel^yn&Qw$1Nz$G4+@peKyX&WID4NT%oMPU_S#Yk z$2mbRA`vl{l*}tehVKH`*9$V78_mmfu-1sJP@06@D;xn8-g=aFt!iA0lGfajS$#G* z>-=b}FUtPCD_D09WRpNOB4sic-!5(BWP3Q5-y1`+3^JbI2vZOw!cUgODh+f5XVJRQ zn%oJCzYMb=uGa_I3r6eS>`=LLF5f3*gCQ->Wh4nbxjZ_8aeZWj`^L3t0pgLKY;7{& zg*!)bweqd#6UNC70fG(zZ)UiKKmtAiWOP2s*W#`oEOT5lf*bDI%-2;<$NF(e3PV-n z*46?ni31`kquGu(2g&JITPzMqIM=?3QCv!tNw)%a&s#-x7AO zyWm<%#W}L8gs;2!5Y87sRdPcQ{501?BAcFUueT0CVEsDIT5N|~5ai?A?I&2i3`O6Y z!?~+d?ec*nCP(Op+>mSKkbB}CjWFJ;C)(xo(f0aC4sF2g=MWu4?0thBQjBHYfJ+1U zli>nI3?u1|Xy<@Wf$L*Mb0pmnknAG-k#yU|1-~6FWI%>Vj;ke{!a;ufWf@{gfy@B* zYF}S)W)o(Ss<+G{+DihEXS8ZV>pM`FVQFkQC$C17pCo2aq`mLJQ24}=tgjmOoeekJ zNlF?zg89=SZS=l17!(q8M%#w%Pv-^h3XI0S57y;L!P>WDpaW3W%p-Yzl}B9P8+hbf zl}8p~@Y^&d^B7G(CsX^xD~d>hUnBwUkH4MoBQuAr8{M)=Tfx_MW6$jY zqq-nYMIfOQqzIQGUN?z6OxslJ0!dBgeNjwj}@Jybv>-qF4 zyV6J5`|S90WUd{@Y-`1nZ$t<#aH$piLF&H+6tmfi#^Fpk-}Se^90@_;)7VvAxI85t z0#9PB&^=#}bhbbuT#yF;fgDJKwb%jOg7C&_aZ_ zZ1)>?d9-~_=&VAaR8R(DrEGK@F*i0j8~zd?93&*ZAA*%+_>fRYkXB-H+UV*qU>C&N zf5f2-!VdjaLl`=3MW?j+mGlJjOVFwBkX`;9?XVtfGayU^2qZrSidLtl?;7>3-BSr; zR=V`$G0D!?oriv*ErPZOAGB{dDmG;EwPccYV*q68lWjp(R3doFhk>hD2=O{C8wry=#x7R?hwunl{xuF6_ouRm zfyt1yYlf^HhAc@?9t_!>>F^=3)%#b#rJtC#s}^R%?uo2(HSJfBQ1Urefq}`dd
5}l|vFa?o?)aefPVmNIbWV_(uE7K#
zg|yyutA)r-ZWcPPe>2LX;7c6x&A_`AqZcY<32YHf
zO~_zGias^|Gnju11}$U2#Hh1DdLlmsne@IY(3e1+HC+tW{Q$A)!YMr|s$YT{@tEbP
zVKHT~5X(c@C>!RhN^BcQZ(aLnfTvB8IvE4wd%dD4;r-xo6{mpGX+fx#i^|
ze(X^?>W-VXV<&!HA~uh{&MS#_?}obPw%PYHt|7}gle)_*-^nbZwah$y5P_@
z&i-=y5%%7~Em6DdxXrPr*smPWr;M>ZnEG_&N~u85bw$<|sq!+qV
zBX+qAo8~Lv3EDKRy}?@AG~Gy(+9uzW{1!5%iK=9iJQIfR`>;fk0DG~AHoGE70T}6N
zRHCEmEhs=+xZ=3(18=;+%cGDEzKJzPxW^B_vkRoGzTdh_M!p}oA88roq<47v&gWR|
z40vZWXPw(@qPpBhl#9~?8r83
zIFI5`f6kKm9v8?7tPeI{F=@G;V$5JS6b|fDg(}PWdNPzrj4xs^%5f|-rwngR$;U)#
zAcf;uev`Vp3xl@z*RbX8#uBW)#3|eR+CHv-d*3!i-P$K>TYF08I&AIh#*tXkR$gS-
z-hCiDVNKZH^Ii+g@qdJYf~vH|L-p7C4>{y?^p(vCSG9BGv|?}fm*v!7z^Eaj#T@qh
z?&Uf4kctfrFas%{_IVClxRecfzrmqc?zHdA`|k4iciZL6aMsxkO8f*tE~7u&2qxD3
z*;&})lkj)yd%9i}=j{=QgwS|4C=&dtODyf>5*nxdyoK~U_VSi+hkP6r=z|
z>k6NvZ_%*KVD*eo-!=LxT&%!GQ4PBwZ#ZA~p}J4h=yt(#7=Z6;zE;Mlb(?@xt`f+^
zAjlq|(9SHBlZ$z|?~hFG!#3QrQMC&;&s29`vIQa@pLMZf9d5VI;RM+a8*wK(&I@in
zCPngfKl@R!1+6N5qvG}_cA)6&gmKqbxx-hK6Ks!k!*#|h}Sy5aD>TZ1Dw}7
zZ^3a3ZT$BccIxuNc|C
z_vZrZ!Je-u8VpLe1J2;`33W#M{VatC;`$qYRc%-30w*dxJtgIKc$W;=|Kn1KL_*YJ!22}
z=Wz0`+wGnYC$L&l+wWVF6eoX1fL&k2a|P!W%pMS5;kqdTc;l8@w^`
zFK>(r>3vl{{Qr>mwHdtgf5Q7(i*~N)ePw`I$pbq8g-0Hk)yL@`Sj|N!GF{uIqXFMP
zIYsG_7e-MX%GW)y(TZhGicgiMuTH6+7%4s76B|QH4|+^-{{(|8cH!h;PpkriAy2I7
z@0{+5Y1(&;Hyi_L_?tQqvo|)NeMu#Z@z!Dx{odF&gS|1q?2bKw!_fbm-qt@xV|t9_Jocz~sDn_R*ny&5S&=laz+;Q9QG|WBax9-+=2HnFe@8@9f)PKDiCI{#WkVB&|az!n%K9mi>+k
zG;6=laspQ#b)V%p0vo!|f~$}P@G*!vi(sjdm96AEzl{1
zyTU}Fn~`n=g~-pz!ad5W(!=xilpdMK((nT=rSk)OOB?6Wrn#@QVV*C$B#S;2ZOO&q
zY#A@N&MnCjPR%J%tTcp-YWCv0qAGk>w5N3IJWpv@U|*?o9%<3PwnEJR7gtLsg)O)_
zL$*gNZrr%gn20|XhARoM$XcKZ_-JQV>x{-MQfM6hu^kGiv`oRR8@lp9;iDTGv*eF(
zhacA+df&(q<{Uw_so1nahgTazsb
z?Gy&IK4%XE-~x_CI6!)zmp{bvP$%c%2KHSD*7bnY`Yo#`affENWmJ0=?$eRVb{PhC
z@ql4qEzCX2Ffj7u$>=8ISrU#R7J(>?z2xvbN6C?S3rgk(Xr1gOjq~W<7p;|}1Z#)2
zYRv^Hv0T2ncxE?douVKc){zWqM@i|toRY1m9~Q_han7S)KO)TUHq>+ZMdyWMYayP`
zV@W7x67h_FK>o;R!E!SJ4;56G--DdJ|5_tS@QhOE-0(DkuhaGODwYD0Ijef
zFoJK;KuQWBJRccbMrSC9ak@{fNpky_TjU%#N@s9OO3KZZn?B&`dTz~yQyuHwOX5q1
zJrmU!`-+=c#TgmK7-ks+z9BwauK7ENx2$cA6b0-#bCmryIAL8M11Ii2Zfg=!=v}y
zFGTF3yV~v8`yai7;q0yBOWM#jMliV$WF@XH1Zj!$Pa~{Y2onE%0+SayIGnk1xQ-mr
z&Tyi$9C0nNlB-?B-4j@ZXFlRui%RYeyudeP7IO`mySb?1b_(8
znE7oJ5O*xbEFZ!eZ!AGaI7hWamHCD`_P35~$ZDO4(}8C#`&)SX{+3dH|C_iKaGJj-
zaNDz7?X@WPB6Z^6zIcH;L}!P%tBRx0*%agfcYlT@(1RrhTDi=l0gxX9NaJFTF7f}s
zzeiUHJUe!rJqNN_w|u%Qw(pi>C;8a+LhJz~I>#4VcS%V&wuaa>fTR)+s~*Y+r-`*a
zIP@b5o`*}()0!jx@oy=@XowfxI-@eQECK8T$_9u%C>D7VjPkF^>4KW~AqqGg*tb+3
zDnKa*l@JNc80G1PgwZ}lw+o10`4>2x93bM%6v9=>LL7s980>b4Wel9n+Y!q69F)n?`#>nep`FXy
z6L2P5h6)Wh$fK_yY8U5vcJndqHfTN>GpNAnWEDPE(Xvg0o@~{8x3Dk*%^pu;INj$RZg7c>fRtRKl#q&
z6>?DFR8HU`9QXma80GfCA2L`)@3FA@zo27dBc$&yk`%yirACOWyU_^UF{N_GHuj^9
zF0}CtwL#Z`PwF4F#CtQb)c6QZxsN&<@4iX!_=C92LnHbYKSN>cvQS2%6`&c@@waq5tUeC|moT_WZGznvVU#!FPKT!lzm+rVIr#u=h;lki
zA)Da?AD9gaif$e_wF*Q9nmKh~ZgjU+h61spe&+DZ!3BU7&**KccdGWFP21C4E#14J
zyE#PyT}y?0cOiq67(P_4#aFs=&kA5zYy6%}tfJ1rA5Hk%jh(h4N4*ARLnx^lCp>i!
zy9Tvp6DDHqWqIxod3LiY@DXZ|EsHw+A$
zbNTWJS6rXZ4Wy*y`6_|cz9Q(PRF`K723Yu%x;zK8^5!K`B1NXbbf>a9MO9<)Np}hk
z&nq_U0Z$HYJOhn8pHv&~L*tnwyNc>nziXFHA`}JhnnbbZF~l`N6&c}0QZPX&37OInc;28u3k)ARb|*iBZXPxW&vN_e4BmeVM?*j0?km2ol#UE@GpOA8
zSen<-Io-yl!&ue5Pw;+<&U?|hj4S*U)9l3n{wJL}(dTZhPk}lup&e1{bP`!Wf5d2U
zvy^OxBAjcqAy8I;HD?jn#$i3PVR*uNW+QOt?gApX=}ac`j2IOWVD(IXglxU%CWy2xAUqH+qu=EZs$$fc20MCu$6nx
zW68v(zuAO%bfE9&B*PRsCK=ZE^s8w^5Di*K+ShSZpzP~b;NO_`bqg@v7`Z@u`f`Vy
zW@U9b#Dth#ObSke5sXtKd$APR6Wp$$?29xU1<|J)#>id=ttC1zGuXnA3>Nc0V=#rk
zgaHOKuJ!M5JKVh1|2u0;6i_G$MfQ6PT(Us#hv&$#U}Cz+Ss_mNB;lrak)y0ZP^Wv2
z{1z|@D*Obyf`@7%u%NUA75H09Lk%kQTqB-qoG5GuMAY&D_P;|vn1S16v8-+nIvJoK
z#h>E5Xa1>*D2XMBC`rhb^g-<3=!Pne!ZmmZTCfE7wj#uZM^Xh6dk4He
zx-1}J{B$7TTaH`rP!*&aq?5pDZV*b`?NDrLQXvBF2uRQnu5fn8ndOM@L!~reWsQrO
zY+Otj{Uo>yLZ}NR1ohehNrm*1bdm)3OEjdNR$p5^ar7rCj_W}H^O~gtqcx+TP#)H8
z0;RED^yM2Z2+_xnUnEJyq7;cg`y^MHHh!@wpM@pfyAR73fg1P%)Jw-ybX-Mo@`wqM
zyJohqFDSO@!gV`}##FQ-CQiSKOVJ%{Y)+VPF8n5j6=88_s$K4-B}RJ`Mrg;g3+XGg
zD_pT*$ND1H2VKR6`wpj}GaczHHwp?)_{-J7`n*0p9Cy+yFy{zKr`hW}N*?ZUYDJ
z9iM}HS0Rp(QgwrSHJ&-P8{CcXBi7^hPlBgLWYUKt-{3ptE_|5fy!}!geNxd@kfYqH
zrHCTkJeaa}U54;3zREnp)UPsyhJnvAeTQJ~!>p&z@!AU1PbL(rsEh0W_URxLTs}Ia
znQNe#Ybr|*sI_=yG9
zj1S>(ouvpNANsh8Ha3c~oEU=Zlz4{f$oOFv4M_h|>?I78Ixj+fqAs1sW-nl!MM?C9
zSfuv|q_T}Zl=mY7vk2SoRS4xR+H!Q)3ytiKpe3rkJ$!f4?g=0jDi&MVoP`mQWwb;H
z^L?=pS2PQ_tKMA5T~%g*FB(hBbTdR5&N3SHMsfDcVzeVreUSb(w2yk7R#120maBFx
zbWAC0As?206Q}(nPHsEI$zR`piT-sucx|p;9oeo2zT%sK#kyWP9{b4
z!?%b6U&qzDUVLd;HxxzJBu=(k+2eU{zp$+6?YAHH;Sk@-SbgjwRx7q`K1TI>{s=2g
zxx*FXJuaXD+YGLj)@3&|P~kMhv9Y~(BOc+p%eqVX5FYV}AYu>_4*n@%Dvi!nG*iWD
z&fRttpXWjxt#L7Bew5kGN8(E`D2^3S7|<~6R(za-P8mMYkT5ph(SHa_^OF_Sw!YYnK0r_EX
z26o|QAtp9!mc2fWmJZaQAZfy?`JPQ+{1ZZqtc?mc(y>1Iv_3J|)rbOE8scpF8Gs9#
z+fIx~0S^}%p$|>S*Q9}y;Y!Eel%`K-Bv6aW5aq~MRR)1H`4#F9oFsZX|AD(!G`pU=
z@x3ZWMzhO9x(#IP#%y~qvjApB9x1JDSmlL#)htPb4Vn~L=;#V`M1
z9qC$v9Xg=liCUkdwtCz%*dG>R&K1`|v!4zMv5aZ^tUds6v){O3Iw}BEwW*QXv1+-@dF#|tF
zOlg{({~`Ri76#^rcTQv{D%ucIB#9yW6YmD4m>bk
zl@gc0t0F?mA#Q{&9x)0pe2Mj8JahxpayNpdqz`-uh6WKZ^%djN21Ja$a8Y!^a_9tf
zM*e1-#nG=5XvVtP??*jFCnU3cx~=%gXx#TDS(X0A>U8Z?4}VkFPVZp=g@426R57t-
zJ-BVuJr_(i1^jRU_x$mt1Ad8F?K~SIiO=sc;h(lm8R$IQqIDi@P?V7$oW?VuV;Vo*JvqvrIc2y#b6DT}W7c8zm#@b&ZCz1DI^LJyeLeoJjj?As@pS~g
z*Q`%lw>Bd^!Ja97G!*Z@$hdAa-cJ$!V20FA&xbOkF1|hw_1EE#+M0qkCa+tkvoB=CnuwUV|={}h5Y*{vnWG4iZm);JIS7@q(36OIAh9qls&-LSEKA&
z{3&^FB8{@wP0`BkLg&a^sCAA|GwQC(@B)*z()-$sZS*dPe0>oLO}Rm>n2ro-v)1uk
z74sMK_0*BHMr~yB414BmDz{PXbb;2%9K!C_+M8p~%)%sS5bN-_7G-WkIxX9tITPhF
zFqr3o3)_$pg%>NHbCEFvg-A`#LVp}uFT(HP
z;WzQ53pw>;e~$Msytn7nC#}c374IM2QlIb$-mk)YS5AH6CcH=E{hOTn*eCHG%LG!V
z^>I!l5|MEvr+)O)cproJqdE0sTzJ0*?;qvVLvCej8s6yw7-ZRcE#CLx9kOhliuX5j
z>a7`g?!t2(o@IF2@!X2%d^|-wZ^Lslo=fp8#xq~Q%No3_#B(E_g?QeL=Y1@*8oy$0
zwP64=@t23cdyqFbM~M%Rypy(EB|(Yc`<||JR$(Xofqe2^Ne57Dnk*pFB|YH|vI7S6
z2_(r635pP)Q2ZC5OduNcp-_7epEj?#+N~>-t`!JMLz(zD&aYqi?(GLjk*wudy?;rr
zylxshsCXYxK%{I^@DmO`9GEm?Fqi1o3CaxW6gq?sQ%H&Vi_s_af#64l_Fth>XtMrJ
z7opQ!e8s=-=K6)xZa>(43VQ>zAH^b-&T$Gu1EJ1o5RAhw20{(fiOsv{+>d+-Cp6?9
zt%EvmgXU{P9(_?mh6)`ywUxm|OwJV$Vu!T?|B5t|gbwK=U_ab9e*$&Vkd=qoQpZ*d
zggR`u#AW88Q#zTWj#Ca|*839OB0By<9~=$TqtEhaCnT3A2un)REGVLEJIYF@a_bko
zJO5x|$#o6$djA4P;;5y5!8FT3-;d5LQmY9OFrSa%);YG|bN`zEcpSdpYZ@9ae)M^g
z4Ht~EaWyxIi#VD(&9(D`Z}5@wlXj8r{3WhoU(|^`pHC5baHm-U1I(l^jjoO>!v{8B
zBxE_{e}YMTXyFail8)xq`!OQlj}2Mr({c~e5>T9&qM%ZIT-gH5k~S2I4>DZdC6cot
zcm|zW5%{I#1=H*YBZhz%j?J$}NKcL!!44`Od`&7`BD#~|0e
zhr`?#;M46!ypK4PI-r5HErQEy8I@@qkV1O=TwB*9i%f$dawouQ=>|o7B8~|w@d0@Z
zuDx9kj|qojbm~e!BPJgg@ZAL5?Ow2X5Nv*!KFmNzG1$qLVQuKg0ca2-@TIA7U{7FB
zqW5klZvz@cvu*Ygkh!!g=3uTKaTJ`
z8jL`v5`LljE*SrJrr=xa_{cIDjnNs@Hh3Y_SoQt*mkSWCC5OKSrZfF|!&nTI226o1
z3A0r0V`C!KC@(==X%a0E*^J4sAHZmnQGPogd9(q}y+G$c*6_qK9v18?f5#91p^^_D
zaP#e(k5OmzqwnSp%TSKYZN#HS(9*2p*?#F?VUJ&rN%X|v(^>EaQLO?zWFABU4FZFt
zlYJO2LM(M?9OZDWfORbUA|e7d9!8(Pc5NUMGu#I1#7&6V^(xj?jJK8@ha<8Ult~1|
zq@f9AG#NH2au-czH3q4#y)!={D4HXWe%CJhc41JvOR_$~7X@^;x#d%q|Hu#XA5UtT|2T25
zWjf1G!;A|O*oF(R_ekT>5w8n_wxRI`7@-BD*@hAv)m0O9VgD&S0I?kj>UN>8M?k@f
zVPsapqbcNvx>td;M7B6kq7ih*?fEm-;ZUCi@Jd{UV+esozW7;+OhpVs&^@?5PEZhb)9u+e4KVM%4B__DnU
z1ERq9DU_kRPA=5f%TasO2Dx3Xt4Ei88YwXMXIN9*KWR_M;^gPChN6B#K)k$SP
z#fa%6&~yhhWg>WQPKyqjrPv68lc&XusGc|q^sDIS}9LzaZHZMh>e@#prR#K$ltTtLD<
zCS-M3-1M>>m#DCXdTx|{r3V`11J@_wu&^t~E~bg3^`aPJi2W
zkczgeTk$1{;YOFdJ>Q1#QGt2qz70yOLTrbXQYoQuhqGlwY2zAmwXr}dO{E*#5*(&N
zJTT6e?!2>5S~d}JDc4-&>v^re3$;{)lo|{fD;)&IMIb+&}bM*KLn!*Qp1qyMbVJLXo9q)
zebCP3P`@_BpkF@vaWa@_I~s6FQB3J-oBeDrATAq+DiqGFXRdx8;pL-~tz^fhoXYgm
z3&CKH#t|tU`oJ`V2=xTg$SDM!oT&hPY{`goz*oa{T#F&;cW;OL$Qx+uiun9XwRTO=
zHRehKyk!%_vlc*-7+Cr`S9w}MP|lDDTfr!UZ^j5b+ANdI@Bt4xmWfF6Tw!%>UNoJFd1WCFE$g~^@7DhNr6=w>
z0~DlQg?A~usB;rq(%=7Msnvoye}gUu`g2m7{spz^8mt3KfzCd%2?Z`f%b{yb`vbVn
zOLWAj@^r7JIg31CBn6&AHw-5J>N1lUBR}kfdd@?pO9CDei0D+->PgYvEI;zP$ZIerpzl*C<>(nGj}L~x0;($G#}jW&plj$XK?!@o_T(c(
z+}WE{y%yvLHLg{lRiqssg>E42_*$$diaH(6hbnP0`wu6FhF?XkR>wk;
zps`!pk24y~rYorTI&P?3rF-Cx(5!BkA!u$!WsgQawtoc)2#%8L0;qZgNpwP5|--T
z8lWWr^gl)577)-|60emX`@bl!m%ZVMeu&fnNT9<16oFa*umac0S7G|n03)_f)3Pqv
z8z7JM3gizA$Tv)?8$t)Rj5jP`o#fl@Iym2YWY8JTRJ2B)Qj_)n;9PW2rNo1^PSF43
zNM{`WlRMCd#{hL}I=bYM-2f_Deg)sAF+hE&b2swsvk%BT3gEv1tJ@`~HJAjC1}dE|
z(ZIbs<9?@~{tnktGf)Tt!cw`~g3RP@ur3MflAMH|e;|#)2er!o3h5i8EVUweU9)~D_b3rMXWrKLgrMy(q4|AD}(8Uplul#g9Dq}+$*J!*
z+J73rU)B8gvz@|!5{PvqqJYF-K;ri8q-sLKf_kuzunZ=k6fl9$r=p@Hh>3Lcnv5?U
zy|#vK;5G<>>h6b8nq&g~gn5ukIcRt8jVJcS1&I`2L-ejxGG#;m7kEmd!sM2Pe4u
zS;NZ`ohxEJ=>hk;o_>PQF6RDhU=70g4$PDM@va^E4dLP{Vzy)~9pkg^)2)P10uvA2NpD2Vv5NrGTa
zr(!zkBSCs{s!jQc^t7_3g4#s+))c4!*$N+lOJai`T;wU}j$0Pk|PNsw&<`v9gol_N5wXtMP{rzmnR6og7reYa_NVOU$r
zlQVsx9Z)ZkRp1Z~k>$x@zVdDSzc&Vx2Cb(Fcx$`4`tDFn#QwM)jUhNe19VRX^k3nS
zC%EeY>h?{CL$L4nCz%I&v72p@s(k@;Fo0J41-%KjA9OxS!Zwt(1NQ>+r~i)mf35J}
z5dRBsx=Ke^g~!q+ir!pJrvwXxh2
zK*pFG%a7wb-|VMsI+HLV2Lh-EfKn@|FBK#l)QwGT%hBHzf7GR5fYMSr%$*4MaO~wv
z-ARs8V3B4~16Rz|&Lfn2rLaDBytXQlXPo@{uPa{v*WeeR>h$O$gJ#WSCZd
z2yfKW9gXC32;+$>-+SLn)to3r2z^hK3bc73Z6(r({4J4YskmUSZi_z^C)F+>(pI05
zs)=jUwA80w4at;gg8};lNdC1`ECMjvtXG_&3Ic3@B5pq7?jKSscScEY0RuMyhhP(h
zv^S~p&(&^gPyJ7rv_WNh>ox(ySCNVOxq73dc=;nlsI}Bp3VAo0tG@*>=pB43)~Ue0
zLUTLCAdMAql++NJY$n6iwT)4pc*aaX`UT
zF)dl41a-ko6!t_}z2feu*bQNY{J1JN1?dKaDX)<{L54zv#jzAo!hv(L3Y@oH4>ee-
z=@t^*K6()aZsTG)k&7_BISAwii7Ez}t4AWO3TZSZNNGC^;olHm?1t66CO*J681cU#
zJRk8tY4Hb8rXS)R2w%sF3{kX7I^I!bZeC96nRAulcuDdeX?=Z)}sgcYXbXpI-kvHQod=Sr<>$sIe*084)eR9Wa>tnJWF
z8s!*}ixvvf0ML;$UfPDcXndWp_92C1CZ-N5ZG{S!paQHFRnom65>fFI?_=^BJXiEG
z(%#aLVK~;h@fGSoSY1cdir1nZJZEgN(ZHFdXND&C5;D&~I2wzPyI+881c$4Pa`k`5eOI5hg*6cm;hGhDL)Kg4+XsX&J=Y(tJ;;
z^h=yDISiHn+mom;2oXmSp-6bp)Z9Qu7-q%NK%_WLYg0-NR3Y*BlIQL&C`Y52(rHJh
z>>~IA_>V54(K-8A}`dev4aq%nKe_BrDH8fFprVsGni(?YH58ZJNiG-ikoOn
z7~X|Thpv(;QI=_JEt;VWNkzf<=4k*4#zDZKx3qsnIl9zEZX9T9LS<<$Oj}P19>AVqt+isWmEyhtwkIi
z^xiz<6mY}t`zg{GzG}Lkvf$AFy?{gUpo9he(gcRJIH1u;@(T*rBH?2zLFVmRC4{-|
z2cB9$j`8S`0(y)f6~e9qmj?Er>nh>zo#HAD`K0lVC*@lv#Y5avoviB)*l}q41u9f5
zdKJ&?xbGH&0_d~Di0_3lu?&@W)LVf;G(JRHMi+aORv|nF;VuX-){v|na9(mG8m2eq
z4KySRc^tD@_4ml%8oz7{`j!TS+P6(?8&N4OqaHOC;9LYE`jbFls#d{Vts98HlbB72
zM3Z(NJGmOkX^rTbrc00*jBc~w>2^j
z(JHJv4t$=HN=Il2=q-Z+-nR&fbpl98fDu(&QGO+Uui~fYqx5IAvTzeZ@fKyoljWZ-
zf+@F1>d1ee*HFS=9)cFoG#ZaMDnoPn8N`i1B?O$f9Ir$27_Bl|$Xt-`H1ZKwC5;kw
zLy%-q|1|#_mOeGe{7nu-0qU0J$a@_Fi2&Sq4QK8MchUe7LI+@5_imkV3@X+eNB1-8
z!n{TDKVjY$fC(T0Xhy9>1?2pwq27A5pfBPh>*U*rie{kv!~7wDW)S$pUF4cH9!Skyh1^I#$h>2UhA1Cic{{0?!Sr@TFNrqo0s{FHkLW3S|yxdA?G<7UEoF9vWnO4Gs%WA~GMXr%Y5?2Nx+p
zZwWCRy&vngx_Wj}bzdN>=c95zqdeJF(*JZ^p(E*O8!D$Wbv@qL5b@;sWHS<8)+(fX
z*SbVR7CuMN$2#CwkSF_Z{KDV%0m@PX3h*T(U9x=zFDa#2^d=z%%VGNeI{p(fQD<=ukW
z07gQo+Lc~%c%81KMXHxJ&h*Am_aZOxe}DM`4CnQP?_;FW{zyzj0U{Ok-w~<=lp2jn
zd;m<3M@yCX5s0Vqggi~LzFMQyw?KStgON@%O0VNFq!Zjbr1PdF_fh>ycV-n*zNUCx
zg0RrUmJC3&e_O9rpaXnVdCI5j7S?L{|B=tqA0!46JCQ*j7<#Lsv{wBag0#aW#`AEw
zCUsi-j|x#=0m`VYhtB)ofD`r^$XJBwm5l@CqQ_MJj>FfjwA7L*Lo&X59+O~V451Zd
z|Lat3H~!mfnFp8<*GeR8RuaxQEsBJ*9~_GY4rDWBlupA4CaTbZ3X%P10H!d_5_N$2
z%V#lWHX>YtvbP3G*6U=-1T7kkatGXQkfQ+yTyM~&K?mG#kPp*JxZwCZMF5l(N(3C!
zNdCxIS~eI!3p9jia85x*Ifz?P6Xzwrgg9DMO7UHQw0DrU6hBZzL2!>E%rv#xfjHOV
z2-fv!yt+Uu`vhi)!-7i3;197!VvWm?2$33(fj5%nI{)cvN!?|5ke5_CM*}<-U+T}g
z*WTVo#nc7FImsy=vEaYJ2NWKVldPPfXF~63DSGHGWDW{q%~q~KX5&9m~y|IIAYWrLYzv%R%tx9m?PX;6gs?&Wjr0N~d;!igKxlqibI`P*D-?Pu;+;
z1D-@26j6&L90i>E0e2zlA~{e;auf>oN8nYog5Is@i~k)SxFrzRBPK$Z;^==gY$JOk
ztaG>Dq4^|ay|po+^8vDpZAbl!tyUZQ!UD84eZk6G(ihTk2h`z!y-0RDX_+gn{|rDR
z{G6D#5Adto&sfob7+yby@lGl3zTg_#sXV8%wAKv4*A_|uVTMo+^($r&^5Yy0ailAT
zIV0(cbB(=JT`}2Btj3lv6FTH*j1PYZkh!F%RrYq;o41F&^6vf=Vi}~sZDM;8-_yX0
z?)*L|hsu}iu%gflk;VewM_iFJf?YV_HG%3P`-^DpdfXo&x%^a
z^WOX`G-xtnK7^2$j^@D*p*o#QyB$c~b0Kf%U!(b&3wc5JVjHeN57GwsV<6G%bl$*w
z?HhXIFLb5tDqwH2x;*dQd-0YjT2vOM%2NC{;z8I@T(DvYD~g2mt>h%sa}h%63@vYJ
zjC!bULVQ}C@^k(#<;UseqW~LaQQm9dGg_nx#}bpu^M>3HwbZF{kd`X7fVpO%4q@-u0
zYTswf;F~Z&HL&8&NTgmkcrwrbLAd_`ly|I?c4tONoo-E2vdQaD=Jk6pvF|5Hsx&}s
z!?e7J5)M>H%4@qGUr#Cx#>7wt?y00iZyTUm7+f>B(3p<2qTcG1PD5B}
zU1I}m^vsFIB=emk5SSF84i;!hLuQi(=m7!I?6LItx<^AxQTgr@;6<2+H6%9~6^
z(JM^C{Lsrny%&4wzr!>PoOx2rVl2p#3PdCzk^v=D-4;0DT4^KV9&SYuv2BzwPC!es
zozFzYg>cRCIgl$r{=z$M3Uec!m3w1D;(0g4hYh003Y7=x027;K8v1!k0y%0lI@%f(gB{Q24jqMm_;
z#OD)bG1At+sK_zTpp3MXH>71rDDx-YH>5qz4P3oddLxX>5)`dj4a6`5>t25i+O-{r
zenddA-oTnSUyc~sIh{bsx+O-T7Ob@LlSGBz46JM1&6%}S=!W)13t8
zaGp9_%yMBtK^`Y?5NO$N?Gc8%r{E=y2uU_&X6Hwr5L;YW3U6^j+;w3gyuk?(its3Nwy1Dr0iwAZYZT@U5@eq>!xY`$_6ItDyd*7CmC8Q0_DB=v
zJud0uV>cG<(SWG6&}{WQA+EZy_{d=Zmk!Iu3CWUdhMWi``lSFKXY7g5B7Y^Dz!t@YjZaZ+;$s8$^(E*$SUe}M?Vlwvh_Z0
zU*N$SvLKAITq&%H+#D?%;H1r{YQi4;rP$)hp7jK&)oY@yj*Eu%StNJ)QpDG1DdC?V
zgB}mhT~~5;tRg^Cys;M%^BW_{qXFd7aj~{Oo8|unYQHfw*_z4yU_bA#+$b$LCfYY(
zv3$>QF|q+mZoUe67@AiJ4O@-k%g0>Z1o70>qwp2w{;s|P{BBc6;N+)t{Sx2+fudAJ
z+E2+x_bMrTbDm^%dP&tPX#<44A?qAkE-mpPR-8M=96+o%cYY=`lrYjh0RLO)sD@rF
zDD)FRrCJTB_5SSrcv@bP!+f@M5i9Y{#4d;*~%aD0016G_U?b?D1l8
zJm9$fvKNbFhILf8$jn87j?0R
zdb4vLJgt}gucpkKbHsRodo#BxB+3R4k>7?#h?!yRid#5JB%51`3==!tyehdc1Y^f&
zV>sg~{rvA}8_E6sbYC$joON}nO8HN?JujTi;2v+s%AQEdXx&oyv|veYNq}f7@fO2d
zu#PU}rU6YwUJEuLtURWonS6N+OLVxg;>su&E5`V;R7j9|enTW1>{4Y~BH4#WvK#NKW7*>@K
zD89QjnocJUM9PbRVq*;NQ4)jpnNi;I7!5|B%z62jP#&|qZ1ETYf(>jN~E`Ejd=bcF{?dG@+wa*i%~kC3?+IU7GJbyHXe6a%;>If$1G41f85@8N(l(5M~#awL(h)pf&uC=5GVNqf{5GCH}$bNGv
zF}>s~ES=bbhF^A)>o=9W8(?A-H%Jg0Y=!-z|4WY
z5f?_9gRofnBL3_1)nkC)AiA^A5(h=7rQFz#i$k5+5ts5MNiO1@MAkR71k*>Z7?wHk
z!U3%=N30x%{3iU)9kAa`WZhU)i7_keZ>-vc+Dv6(z_ONAryUR@yRbPtz07{T3yZHe
zQ9-@1IW{0Zw(|WNc&UXFKCXvTTWHb3`DHo~!Y(oz>&a%@Nnc_ClEkM+q|}
z&zJkfoMhIle#w&mgv+hb&f*qr?HiN9T5BfSZ;!J^4S`RtKG*nuyGJiJh7os}+?%D)
zAAvu=i=sZPkGS_F3*$XM5g{p9m)m|KCSoG+h)=|-6c)#(iZ4@G0B`(>_$7sn9(Lzr
zl~ckQnDxQXgGDz!h7Ft%u1FvXNiH~K*5a=sUjJWa7uk9BN&QHqM
z&ldZMSo;*4%fH!YkL=6tGJeBdg!f~;dGCEo!V(*DEZezz#Nt7yr2Z%NErS?mA*=S_MjQ^>L!XzXBw_nV
zM-H8Ev5-);9~CDCV=5otEoME-BD=p1;tWR(3PytDNEZd8sfZ_6ZH_}+o_W+M1|d%o
zVci9J0Ea4{@Ub}mEc5pmgS_t$g-l5jO<#*wY`2enXhQ
zq2ya9$z2fF5^=}(isYdzyvZRg4Oc&|m60R^SUb?Y2gI90SwQ&D
zyVa^%0_+YgEA@UUZrYIA=cB!1=TH_B5{}V8MgIbwXf%*le?l<;%Ni<~k05(nY(G%twqE#sXb?>ft~k4`Ua&%U&^cID0Jo!Y*wFxh3DZ_c{I(F#+_u
zU4#@y*KToQI2*>#?h&yg*m>S}ukd(*4dO5M5~E&VF>W}t&P_>j74N*j68T$uMBGT`
zFB~thzWiAw@POyzJBszE5|&XY5seZ?l=x^AO5EQqE{|fP`A@q=zf?BMbqi>bEz(A_
z2vL>F`mpy!Vj3&p8N0>VG!`!2dyzHm-TAJ17|g&B2-THd(y|@Og!i#2%m7X4YOie;
zF$TR^@piRYZ`eh@aS*G5?}|C&FmXcd#Frw)k#Vd!uWuJuDN#b?coyz)d#75cn_b*}
zk;O&+P_1^DUfIt(Yw31T%NuPMDdW+w|LhW5#^4Jk|rUiO&!u5STrdQ#DK&*=szr|N}fLdlEo)aOjfRTIc660QBaV}la590VM5Ti?8ff$)k6AYWeTDGi`mPsop72=>K#e5M-z>kj*jDHtF8-BOW14GY$!QgLD$o64Ul6(gs!ATi=q7Rb}8
z#f(?6NDQhLTV7@F2Y@oII`iS@w~3w8S?~78x2Y=Z
zbm$@VW$Saq-NcBVhUJU~$c_GZXly8!!cm8c%C?EP87#QNURx0OjdwH8U@jDL^O@DyM7YCp}u>Rua
zYpk94;&s+tjC~!u(v4IHb`u|N6X$25LkG-cBZP4#Qs!tWZzw5qF>{J%vM7&dwCMg?
zfudRLIrc!L%|cp?mKLR?wGnSu7zRP)RMPGdQmE+eR<)wSH`oBSNliPerG2HP0f`WC
zKGUT;o2zCh)-r6;GIV~Eq07}Yi7UBK~@jA|xLU3^eVlmeu|
z!6->o-G0*bTI*2#=)C#Iz;INh|;+aJf#6pO8_7P{tOnp
zcq|O~B|J9wFr2pu4(=s{!IR#V04ag~JJ2|Sb+93>Z#)G+7I@M-0*qQk9Lrz*F9>A-
z5b|Bi0zxFMl7vdS6!oE~(AaNpLR5o(q(=jIZ}d|=G4y~dw?e=r504C$hGs=yNrK@&
zc0RH9493_tWXh5b|8IEddP*|x0qOw5LBhjz0OG2Z;@W`#LT{-6T!Z`s&;)=4jDR{_
zrH&BpeM1?)))ReQ87x&-uagp?)0ZoHF!>@lRu?e;CR(0w3xHAK9xhVHe2r8|x1ED0
z<3AO?`%vLlC`^}GNPD}8OC5>4kE$eG%Qurr9q0cGtR~1~(Sc3yg7;M%FNA9MdT7Rf
zb07TM&0PKQ#Lk@qapANjD$T}gWOuYdweEK~)J7Z)-U@9X55t7=M}>-nT_=7p;z=)j
z3w8M7t4!3wwibmfv;g$N=%)i$a$?mLqT#~;9tQwoMTDfXzyPrra1rvApN*Mf#2xf(
z%o2ii?&yWFyEiRyzgzjH@TM;yg*hqaI{~j(|SK3e~RSYhp6R6
zjQtoAZbF-$$IhUCjS)ybi>&oZ3i>nLS5Y|}q%4Qwd
zbTKoV?d3f_67h@J5dPbBv2+pZ-tg8RkS<2`vXWLxDi-G!VF&N|k*K#A-^-gt`^9Xa
z_t%?&Z5Lho2)3QtELJRLGrSp=B9kMI*0x-_54NpDgygVT|MkdEhwhay=2s<_rnc3a
z#mF2;A*I*FmK>Jc@MWsEB}p$$ZLe(>4{}(z_oRpFnTYzAu$|m|S6p6#O?mKUG3jj<
z>EBp`?;PU>m!GZ*quO;x*xqJIo+Z-e#>$oKZ%V|iw^?kQ3&=|Qwruom4Aw5zcu{^O
zgHmZxWBC%J6TBcftZ{b!eM6Jj10|y0QtV|e77N=_)-1S0Du=U!?Mb`u{%WpX0|1wN
zpeqZ--KP?9aVdm6d$Abu4ph^{#bVAoEY5XJF_iow>mAmTFE1A7-+{=tuvqx#0{L;p
zB0rZs7L>F}BM!#peFKzVM{)cd3j5tn;%YAT6upWCG?VT9I|Eb?5b>`~U;$_(jnxjt
zVw{X>qL3Cx)da7|Wk&I_%zRw~5hp8gq6(VL2K5o9H|fxEyWbS;av|>{-c`iB%RISr
zvxt8eCpx!5$zAZ+goVFE%5E&T2BGjjS1J#Z$!UiY4;n<#e~r>V)Dw%}#fHUSeDW^q
z(){5;Ukh_R44Y|Hs#Li_bvhB0T`^n#^WwZ^T#%bjGv{RC8flxx(qD
z^hrpuShXDDbhFK3-*V<332W44l|A%K
z_$m+avtcnLb4pMIdLt!Wi@h+tXjeRV=rJlk-Go|uhh62yiTJH^bDl_
z&vk`p4Cb2f3&1G4lMFH!=zrH0#7l26xTE)@=C=6Y#
z;#>jx;eL_0TYz(rJ=eu~q105Z7Ca`=N+7A-%lHsUq5WSbj`Oj4Bd;egGcx^+pl23Jk@o
zNDN%Xl6$*-ub$SbTCf1yDF6(^u0qw2`Psfin6AIj8uEo+Sp+<^LWuya5i~_UwzrGK
zIly#HKzeoFmkWb=o1(lGZ|#J!4(rHoY!o4dAkUSJc^ekQiB}5Q>5oQMf
z1SqPe<>=D9MsN9wJB2K;p?#xDr~CLWu!@j1tbM&d@c(ryDOCK$OKVtaTs9(Tg)o8%
zsw;$_Z64x`SQE*?JiQMlp%dmH4(4blo@7nMkgaT>f0|aX?q+zzMzL=zHnPud%)7iW
zG;eF>6Omo?Y&HH?d~NZFOV>_jQ?YMuzcDW)E0RZV%@^^fjl!(?)w(b?X3s`9DGE_yRq%1lq_aZL34k^Px%AJU-5HnL)SkUB8i#7w@8+fJo*3h0n
z3QqxyM>8jXD&DcWn8dwxtfg0Z4{R!Z;q8T5+j)bCU(a&b4RLTiYlnlMR49iI(FV)k
zmTD9HLrlbh8$=ww{!eHK(UGc-Q1S*b=|dK8>4-FPN$xPfDG{`^sqi+I4rO>1;=sUg
zD%Tb;al!!MtS2T9iJD|IMbD6{V;T3+07IW_KS0`{aXe0oYpR`22O&&5j<2-zk!re^
zjUrEKkGZgilFU+hDZ)
zY!xXR*#Q@*n%W7kBId^jZxWG3?8`0`qv+uDtTQmvnxgyZkiHKpQ%Ht9N;;;tq6>_W
z61_KxI4kRfx*kfDHi;Ql7UD^V$`FF8=ur90K^&XSUoZM?;BowB5t`4tyDYtqHL`32
zcknjr#iYY5w*DFn2@jmy&j72Wt3O?yNJ~T}uJD~boK=>}2
zQ@8q|TJ;~`8@WLY+{%XdcgKI4Vs)8L;(CSYbZZZ&HQG0~o_A=EqEWZpI6YV~NT|U1
zcm#YQq)MSm+7Y7sH9t97wA;pf+z>1=rnM4nw!u28-1u^^oJ^9=Lxs>?aC-GQ}<_!xj$f_R&9r3_>T|8z#ZWJ%X*6$JJ@G#
z^>Nm^#2R4lS;~H6E+vVZf<*^AtEh<&-o?%_ZVMK-ceAtH8Z1ukVM#$nQkf0X40Eo)sO<|}Jzh5JU9favla-rCA5L)EiPuVNH(^|nlV~_E#l12B=U;|{t
zzKe!D@vV)k33cK_zBXu`G{Y2M+v|m*;dbWVcM#HF8zxy_1-I21{{t|7XHTZ=tHDap
z72r%@BLwpnXhJmIgt7k_Xr`aLr2=VDvW9*kmG?>H7;
zgVpI~K4ttWcVNuDq%%&~Q$|aLQ+wd;wdl6l`J_PWkd>WpIgRHGuU1`w$Um>ZjvX#Y?|RmTeQpIsWv=lZibf_bb_0)rl&qzSm#r
zFEWpMunH0yIdet7k%^SE9=irMXQfI=y+}iij*NdqLvSt$fy)>9LT&35jQ}+Jk3b@6
zHT6{-u5V*${sgU8mrZ}$9{g9=5lL=(QKilt#JPbwqAJV~*v&c5^ORA#^X_ef0cusQ
znDX^-F<*<8j5$9=!D_jO1RqlHXIXFXF%KA!_F(KVKY(==etwX1JP&Z$Jqzz8B(YQ1W_!qgMsP*hdZ`Vw-tK_W
z3GL412!nMI54{2#z`+E=Ve%`egjR^UCYj=*%)5`cN%6Q-c+CioLaS}(cG;HvA3?^S
zpf0QcYyTM)-ZFT>abF|4wz-UECRIk2db$Pzp&;8IpwbxNPp;}o2^We7Cd1)flSLS)v5FzcjX6l<$dmI65GXkabv~FeS0;H<0Uh
zgGVeOu#}mrCz+%jOWE){arDKDgeQRYg{;;YEoopvXIYCGz6-^oKA%BN+8KZ*W^nVx-y>R-Qf^GdP^Zvx+!yuInnelAJwQwliN!d!L_R4FO`0wfJ
zZmUF#E(gPpuIux{>oGI}CBV%D2?x;T?8XR2@&Bj1^HCL1auBQw7{#1NcA(z*oAd@AXpng20Dtg0te
z1TFjuMldPQpmXcW@`
zHqHzkM1$AGFLa=jS)^s(-FHhckMS!=M}Z1M@V{n;aV897)k^2Vig`6E?}_gyL-3VB
z9SZU-K>7%D;Lj5*a4HL)-6f_%i$+sWlwP?tb$Bm-J}5?M`MhZkw_s>jLQ{9UgG#n1
z4I}Oxh1F{ezKigEa^CPevG}!weOO=oVlcQ;@aq9GPT0C6|FV5`kSQyv`1#hQ1rdwP
z#g{j(4jR_3w18!?;vR;;D~3fjOguI`Ik^JL&YZ7(gFi2X7gCFAxA2f$RjF{
z=phANk=)+u>bUA0+~md50&-((!t*uLP$|_l1>d%GC+G%tU02$`$u{@8^8Bo}cVZ{D
z?Ys#6{)g*RIgPMetu}bt79q`w_q)%)d4W4|Kjv4^^1fd|3iHglkGSW#lmIz%n*-y7
z8uYLIJdf+yo8N9joZR8RFNDD`M7Wwt_FaEWC?x
zpuX_3=v@p`=))_;;$k+?<0FNFKDL`H?Y|T=f5ykJ6c4tr1@(I=2|+fJK}G5!-qdmn
zOD!GZ(sJ8lKAwXFeb7mR>7C;-UEr)RnH(MaUpZoy2Jd>1bY_1D);rI@9AbZh8*^sh
zceE+E3p$Kgo)?xm^#H=(26=s1HrQS$3%s(fnKZbaa>dmZliekDRx&#k?2(y)msI?0
zx0^^E4bGltjPR2ZYGBvW1{e#By)y@n#+Me`Z0!2*tb;P&jwDDs`e5E=Lm=P_U(7HTS$i6mI2iu3pks+OY({`r_Nl6|d0~FmN8?R`kwtF@CFA
zgN&E9W#?~hA6!tnVR?Qgo`eg}G8bpzkw=s3r(MZ+-P|mx7{}t>#(;T@0=3J)8widq
zJh&jdaap%8*CedQl76D=kH>+o(74T>TUzZ|_QIl8z(0a?2H
zUC9K%qJhB$moZe_GlB~UAkMF^5pYQXe19_sT$VL=vkC5MOF^wrl#6JE8!9OGGo)8#
zaj`($`NfL`_AijGQTHeR;T${?l@r;Hpa7ArS|ghc2-162M6n!D$`j&GOHl4u
zB)*{7l7}d!KZTvKHaov%o8W>(`}_H+8pYB;F^ftvk1L}=vNVlk`>_Z((85?$Or#Ho
z_(SAN#KGu&P$>xuMc7*hHz#4CFr$ozLN$*o^FXz0Ks?&B$=|3}mhTjPc(*0{wt=eaS5<^LuK$AxNO$kq+*gM=6aNMOPkAz
zGwYd)M|)&;qo=%~tim(iNyP`f5w2I(?Eq)R4m>bh<{=f+L_CPAGw$xjoXgnV)6455
zuUx^zb-0;}e}m97dxB)0>5eNs^ftLC;Nxv_?M-q^HTlwwfv84fEE96(Q+SUp13;E=
zyaSG3rmMMlE`~%J-tou+5mP~|%m!uMW}?T^AVa1uV#V*n_rObd#Jn%Qv(SSt;Z5vEUFV{kaYd#$E9*^62B|m|uUIc(L+`xgFYO@Y`l6DItRZ*wA#%mgz;*=_CWAM~
zp_@`x9(as|+R>Q79-xpXmWSUkTz?0pQqagobT{=XA}S1KAW_!s50LA7kn1~;s|;j1
z0FoWV^X(^FNY%xfP@92av>!mrK&>tA4RTHZ&>y^E&I$Y+pw>lD>j0=#0cw?jS`JX_
zJ5cKYs8t4PC3;CaPJ&v0z&V2D9LRMNXC67DnAa6)!JJ~wFLdP?BNE>7VsqatW_V~K3>0g`hu&%1K-xih
zpFuq*(11pBhurxiiCN@E98wi;lyMAXJAn-QKsF*%rF-VP$HCEy!#xWwVK7|=!%GKQ
zPk?csfPfT-7A?j11Q>Q3G@=p0v<09>Twq=qC$=rh{{syB04Co-P=Y4h0cI|~3IWQD
zNtXo5y>t>-rt9Br|wfHo(DTs!T}_kDJIMsm^xgm-`=wz7svtXDG3w^!z|&Tf(f&PsE`JCnK^*>HH2v5jSbMiR_#{g
zU+ofw_Y#5O(H6x8R})qT%>|}spD!*TY-!}{?12iI(BEJoGMOnHz@|tv6+FyxkdE%^
zh)p42uMfvHK^&=Ar(wvFy3!rh`y^Tm9?s{5e9AV7j8(JZHA8(@w{Qs@@Nfz_7WguV0
zJacg+hWtfCS-05}yI5!PrgzfkhT?VkRbA8Oe$aLF+?8F^kdI_G+OcNi6+qgt_MvYk
z7B)|Gpz%3#^%3~npe?LBmTiwWz|#lUE}?xfB4~or5>9gaC5(#I*t2>1!Z~CJY*e=9
z%P^8i0WQ{XCw!WQzfi=pA-MTn`6Gjll<)G530OIW`?HGvfX?QT9_{~6s
z^1cjM#;uF;`{BzlK&*gA^8T0jnliD;U=1=NvZZ2+1i?QYfN^4mr823QGMOZo;s~Qb
z*%b6aMPa^m(lYB6M`XJyX<^Y|Zzvzu6}%N?=e|v4-HXHP8;f=E_~9|KQ0b1QckZZ)
zr+7v4q-$0zxR7XobT$1RBrix?_BqA^8UsI~zXN}sb%sfJx<(4fsS>R}a|vLV#kEwI
z0CD7&p^*jpq#Y!b^}#otgfo1N=*>l#-xKkpb1PjaB7uy~u&77>DU_`aN@vED3CukO
zE~KVR@LrZr=USooFEv_}Pv>4F6F<~0S6gp1Y()!~5E1k_55R==yXWw=dHzN5@LY)7CCA*&yPC*;~
z`r^x@EWmC)#tK=;7(`ZHoO!13AZhyiY`k&6G2AJyE}F!vM+ouYI8H+Q2@(G#l%$D5
zEdCPu-Z&w4ehEQ6SlIaqHi>cP3NiI0+sEHoA=;Ot>NzXKjB@Cghp!O)6iZGShe~J?
zLtx7#uW?F4HLr1BA&oR!64{Jw#}h9IlR>AFcV!bbZz>Erp%pwT#L`o2n8)rFs$LEC
z{&|YE@F^#GUfKw;8X8)X^PgEEVo$TBK|e3YhOJ>HPK$hO2PPT|sHN1x3(Mi!fQ=h*
z34nkM&TnchN_%Mt6yo%NEJ~GhsE!$|lLsO#3>!SE?|m2zD2LXN%?4=*J)?YmZ318M
z#t$q^>^Q@k@?TNi8MYwk%{u6?j9PSFTP~)41!JMK<>HI4*y7QnAA#0B#F4GUqtH5r
zG*YlDsA{&O+Ym=|d{qAZE5y#PS%~jG;6tSOSoxy!QHJiqHW7($!j2{IEPIYeKQ8vU
zu}F{lNF&Q&j}>C=S(e~c*hM)(Bx{{fNV21~5jd_`@_Z+;?mz6Pn+@bkIcl;`JI|&w
z{vc0WzJNX5A9?mj2YcYcKYG_5`7>L{_*RqsqhHugL&N28`q$X}F3OdsYz-CDF0<$A
z=Sn|I{nz{`onkNdvVU`#wd1^@EIfW^b`QTmc@wf`Yz?y?`<>n8d_ph#=T$I$X;cye
zP#yrKriY5}|74pRl^9XN3#OVybijjB;yT-E95QsNG6Jy8?}ql^eq|r@GU6QADUN+d
zNy8O2GC^TBQzF``=2zl=#s4F8Kw_eFu3TZe2pB__idFY;r)Gejx6ECpvYqv?R1f)K
zngBIWhdOZ-Zli|_$yX_vqBOO2SK|~M3BO1^j{--{W76Z`x>AE}v9{1^8dU>Oi6g{}w#|CJFg($OPENzmsK=R&U>3o)s<(9lc_ABIZeV^c2CWK
zn`vF;OaQ3ARD5=yE%yF+2^8j|_TaS>I9trk9Jp(Vee?si#lVl}2;7R@?FstQQI(Hv
z#}fNl&YLjAD83AQY#B>%8H!J`lwpyV%w6TdsN*PlA!ZF3Z*c|ri_nMuf;uoEN|FmH
z-e?<&FnTN3$h!XRy59lhF)4X!uloh+Wy|Q4#%SxPhf~#X+a-`P6yTB?(MrvLhW1bj
zMC)O*8g8zK9o?1mFg={9hMVf)Fg2_pkei&U4ohD>y^O*JG}7W@+w!+aoU5zhlH@R=
zozdo|haGCzpodfGrkl~`%+V-hhQ9*P`Y%0PM(IAb+j_W=(v7z3dN>UC(mH{}f9MgJ
zbWzR2c0~{4sUIrvs~$E}7eMKnV-Kpw$FRmN+A8l#nXq%j;kmVRu~_QH{rRtp#RfNS
zYF*Poa8sW@#$Q`378rSm$7IBjA^-?%F#-YaCE_z9kMH`t
z60hF(&|wY+%p$D%Bs``o24lXq{#w4Lm9L*I4_`5$B@44Z=g!A6eqynGp9c?T{PjiR
zq9@Plk!uQUp=k7Ca86Am3S&LaI$%nW1$JqYn#%ACkvqSHoTWeTRbXyRR%)YjTNHj=s0yZfQdvgNVRbIUH8YAMO`%K0I7})sT;BS(9z=@VU76Y)*1%QP?zK*C6L;l>igQmoRA918ssTAWww(!%#wZgi(8HORX3&C
zuVWxI=FNQQIFcQ$i{&GtoCBzXOYN2`!`XbVY>=Rdgco1Luneg!C5tffpA)<-4JyBHp
z$}J%c2+_lcNfj`QnkUI`evJ6rZc3jNI-EO{CTB}EC|kTYNXz9OAwoVdE;i~kun~x&mAMxmk;ARKddP{+Q9q+Giq
?PS(?aegW88+YQv
z?8p6is)1izDB^;6ivP)lir?a@`5M*WSjqOqLi^Gne!}3EMN{K&lo%7j6V*Uvlvo$S
zhjEN~X9$nspB)mhp*)r^d&@o~l)E#}a#OB4;u7|XiD7(<`%h{YHO1xOFdoIKS>?DN>=l6&cCf>3^quPO9zDLvx=PjC7nKEm;>ChgGJFOebd?d9S&EBGa
zI1gzMR$F-c9x*GN2e&>PD<1^G=~AxLNJ@A^nXpslT`->`!4+B=CA7HH;>-*{t?Z+#a#CIgIEvfS!9qPzyeY
zFO3zGTkzKW@^1U87JN2qjC5KRh-VTLSh!onM)CdJ6fdqs@yGlwMaftwVo7qLAxS1;
zJ$H-8qJg;vx#ez=AI)2PmFwKD*=|sgiB-|Ce7zCPJ0Qhai@VEi5g)^6H<({bu8X_G
zz8IcXuiT`tgtX4whacJ{9*gC}V>CY%Hr&=NyXKbg5>!TYTAQm6thE3U%X_r01N9v$
z@|!x9wT>*W+mQ=*iP)Arl!Ku?)sheE^%m^1>a;W-Egb_8IP8kOVepTYepNxGqA!(+
z*DUfM`G@Wjms=7uRJ)+>F5%ybcc_b0S3pd?Sc?=!MY*ZYXzsX6%xJ}#6pO4XJ5tWMC2RxFQzo@O((2&-t6kVy^U!C^-ZiZ72NX*^>z45K85P6K
zGfv|Bdi;Ho*g$oTv;n{{a3CYG4>I)O4YaE9I
zM;5Tg5EmeQ``BQexVvn>NN&ShM=L|OF6=3UF&t$bdGPp|&`;g3Vb_DJ7+vh54R>XH
zcd1y_mX}7A&o2xDO1?0E@w55O1tBm)Qz2-fziTLdeW#e!jt9GG++LJ);J*Clonl)%
zKAt>F1h?noOz^Zp)hDBATXv!!z|^wf4~XLE%9wShSPLf;l>PJeJcYhK9e5|+uvDaU
z;0evZM~Sa0EdW2YVoy%ImiX+%onlo7-rB8Pax|5rvuNqzEJzuUk63^FchdSZ-miA)
zf!a`AdTy86vGl}Xbx>Pvw0)K-R>kvBzu%&Oyh>EE18PqFv(J7yoQIvf3avZf^sj7)+LR(9LBArGIuE+Dlg^bBch|mO-mGRfq3!CV<6nl9b(dBJk~26
zrTrzI6CmNN{L(?O@iG2>!@3~n?6CLi0u1n!Dc&tuhh55;%m(s$eCL}z<+VMfQ)$ph
z9GoNeb>%TGC8a9I^jp!52XfCHBB&eBaw$2B*wx*@N6&8;C%W;1pl#mrIV|BTFdUF3
zlZ*i$4JEhd#EN;{k?+IpVq16qfWL@u4=l0$wu^>l-a%)gJ+_M!Gw-jj1~J>kT63*b
z6@p64{2WgzwcC>T3p}kvasrrak=U8SA9GVg43xQ@!ehJwaWBme3$-5E<|!WIgm?powVSAN|h;52@`KJJcf5v!i(
zz3r(3p$mAF+&O8BSURY7-eY#vh@Abm*gXdGLyT}a`7Flx>0Q(ABz
zQ8fgU=AB~UF%;~$rVTT3wM+6ADFbjjKXWJw>bRyBi_eDg?F4Z4b3BQM7mIz*@%R{J
z`f3emOod&gPPC<{1V^P4@>ekimetnU_IcEbD`F|n^Cvw^bXIbCvmH&X#~xFlEm6tw
z;byRNgA_j#e&@En&wjMo=8YQpee!7{w1JRR5)SIHU9pXS3ii*v(yKg$y+fW1sSIqFmviO92cE}LNk5@AlHyuP@~n+Z~=h(XjM-=csg!Pgkwwg8i$v>HmZ
zQq$rIdE9`Az0tq77(R?Q7Q069pIX*!-mjaW#l{kr>LDe#<4DjQTSmI?F%3#XpaP0UT>$=qQRpQZ6G$@OVL^j8+d6E-Xw
zZt4b_BnJg^U$p~1M;gwUm7V9`h6%9lIT~ZG)F!5mMsKd6*;c`$PWGuYpmhhE!
zqG69ko?*!(Zn?
zk=VpxSygj^4bZIsr36?7ow(wENphn|QSdsi;Gawub7u1JIM-M3f)!9*XK21ku|JaSm3hhhgmo-Ln>BKci89+bc`@5c&Nh+;i
zEe#LWA>S{PMaV3acOVbdtH76hYw}U~@AUGHy5*aoe30$*WHD(L)F#I!i^ce+9InYr
zeWjlKhAU(bw0)wdr4sz6iU^K(h-`MmV?5<1lV>>OHQ~2qlDJB6H%%5Evw2X5^?KPb
zzZ%@sF%V??0BO2MI=YU6b*IFb*xEjHHlM;=d_RN%+JJGmlI
zK_0MwKZmz=<^3{*$9z7L|1wcboR6iyX@)pGpD!cY!>*z*hCI1hubY$}r^+!x3MVP;B7``G`xm2`>clGY2MfX&`KDI>@>B8vnkki3(
zTMVVAXtkBhiI*ZIIraC0-4wa1I9PnM2v?m>2Mf2w{A-Vj2?W~5c42~udxrU}K1eV1?(B~D&~#8fSDq?YLNHec!X3OIYC
z#a+b4xA}*415b;>rI?=!B(Z%d%AQPDG5Io`FzG_^8Sn6!9;>zZ57Ncecla3Z_960e
z^k*q#X2{FAXO~K1OfJ96ZQaEv8E~3w`NI`BLE?rC?2+jCE)uK9tCie_VJVs`3g6{n
zyvxht;JZB0rRpr&;iPOIYuWaUR~xx3k0+?fC-ab;ttBtelE*IN&(N5#FXN->8@!yq
z$=`ZO(5+)`g^`4)~?{Ay}ubp$obj6R=z&AGvkE6
zfYt>NGXzE>zQ+VaTzs#*$74jR_jsnq%Ub4)aVo0i@9_Ya@(eYP)uV%!+)hb;UQPMy
zeZB;4HIXMLpD*_)e^DjMi5FF*9xveQJyvOvE49e_EBP{ySG34UFRGOtUdi9{NYWyE
zXpxy8V3Uz4i3=a_XqQ~*H-+aa9_fKwYUsDz(v%3%Wfh;wL6VPFfh6T)wc5w3Fdtvd
z&D=g#ELhEFc)zbD3gzo-`_EX>un>czeTaCfkQaLl)6$Kkg;OYT1wY>|)Fr0`-=sW|woVhU0E+?Zc#|N=`p%YcZUeE(2~!w)KJ7`2-kGmq&w(4A#T1nB=(-YzFAzmqPKrTjs#NdbrReA4GZ|
zJuIo=$MtZdDB-rAhge30E9E-t@o>gE8gOu*N3AzKOsSVRhl0n)5%OH%(Mk_5X(7+W
zWs_(<{8gwTD$>AmkKqEc8
zLq&*=(3J`XM=A&!_3#fUkG(d|X4LdTtlb~-*r-#T~<-l
zp4Ey$cqzionohm*+=o1DU}ZjJRG42Jfdohv7SLwK68r6_b~U8i6u8)Y5>m73fkhEb
zz73Yg0K%BeNO>&2^Wkyy;vr}%&>G8F@x_NcE+j}BDyjGy*Z-ZZr>^=xl)VdFRK@#0
zes<0|fJlh2EVv+d5fBj(5s+|2L_$=&q-17@W@u(+-f!UD%!*a>@uOyFehM}->Z`7r
zC0fRI^(^sG(~7#<)Qw8M(CF9<+CZS|8oyDfP-(vX{Tf8t_j)8
z`_KPJ_M*Kw+wCahE9UD_Ja!89nlMcADKOu33xXg!Y%wqUik)XEzh+_1j+=h?OoS`r
z%o~H-fuK&#hfOYg9Bbi+yDPZ;8smGu0Kxq03XXK)I2Zq1x<1RibqD)hqbWD%7h@%(
zDW}Nqn0N4bgyWZ&^Ei0iT>t4D;^+5rsJb_ZCohYpe#bf>$olVC`?i(s(F`!f6gsNf
zH8vW6R%zHYv0W}_wc_Gn7l
z&pJEhm%ZQ3_zp_`kM}##-2LoRwj!JKKd|5kd9>}=9LgpZXAt>)74C>s-SY>n8)!VC
zWv}7Esn==p59}IyW0ZN|kL;<&=VgfgJ}7AMLY;>-Nh*%U@t${uqfqy1Hf5Kv0G6Fi
z%Su=Z`{`9GD`ETCq%pMeAWLL5*>wCM3(YO&R|Pif^xqqWS7b4HN-}h|O(mhv-Au#f
zA69?uObft`>QDHaHoKWtz{7H-i*}}Ipf%^DX0!FltkW%Me{7D%+serDi5A5B@W_kd
zSPR;3pz&ge1v3X50apm74v0k8Yro3Cw;%!WMw4imjF}31V+*txT*8Tj5bCMg5I4}8$
zw=2Fww(%zx=GfK8s5WzKQ=R&W{p|R7B+rkBsd^-BJ<9rq7h?m<_!(>UAQU1#VUZAr
z1$ucXLLGdn44V$2n}NIM5JNfNKyy3B-fiQUrFfLUL5&u>UTcoASR@G3sbj2z>qc7w
z|4|XM&yjTPa~yUJDrMpJY9CPUMI%bta8}|)-;}cX_8GQGNGR)8Cb6qtgAhy*wuWhHS+{3
zVxNzufRpTHYr=C+vLOuRd+H?S7>lqIc@n!2$bO$Pd>PFcO_R%5KZZ=2%h*7kN&8dG
z*fNvZ0k)4(c__u!kHDFeu&WkFo4FmOs;U+Qma_r&ss+=nndK}j!uB!w_V3ugaJL@c
z=FM-if^CAw$}Vg%>k9TA
zD@~*W6)c!lCDPprESWDRlG{1dF!qA`ox^xpl1RDdumr43q>VtI@O?wwjtz9QrM(31-%OJH(=cA=FRAQ;*2b5;{1c1bbS_gNm7e!c`YpJZ
z!3|@6KHnxspOT+sh*Y=9AC91P=dqDIbQGOA&jPxoq19UOty#e+#I;5(BYuR!tEOl=
zx@td+CI@czj+-+a1psYT49eA^yS%951=gOuGn`T`FdwHk;b_1%9EP@hnsR}KkBl6_
zH{qaviCJ0{%zUhAwnxD3_xut~t*IBzN%Ez`L&Rd$qsG0tFmu{nAl8BEbtD1?%8kS6
z=>?V@JR0zUqJp)VYIq2
zlxu6@ZEg=??;_A}dGlWDJy1}df--J{$7lLsFPpQku-zJ;iSWQZ^DP0sl{DUF=Lfz&
zdzoT>#p0l?6TSB<`074hf>uz8b1f*CV7
z^zU{>fA!>AR}Mu@i#0|*wov#@=IuRkC3i57sZzuuH44ERMfNb-
ze2WF!{Q)j#y-de%VQu~HP>Q(C;-fLu&370h8{bD9yjiIB30_8i#a-2xc*kWdK33UY
zhN${d;Pd@_+H{*`TI;a(HjB-8rk39i*caEJr84!o5ndWR&jJ=?ycs+g!X*HQ?U2qw
z9MRz8vhae#K(2p24Sv@qF{6Wvz@IfMro7)+x^5o&0X{uY8!BSqN3FLFrJKL807nnx
zgg2_!hLZCg^lw9kQv4k@)yh-x9oEqoN~;>9ThsMYB(&>2L|X8kU_9U}>>U$ksC#_~
zJ-x$x{6=u5@RhmJLFm5I*Rb~j?9*Ba(MT$cPkSi(F7tE!1yr6m8cP^&EWZq)@poAl
zb|Z%9E=%;l#V623<9!-*I5kGi7>zLkK`5^h%|tCPsfro2YM&{;$5Gt#}Aot1;vQ%N0!Z?IR-@{-R3HN&}&9Oaa7mRp;{d+7ptgX%72FOpp
ztD1Z0#`&Z*3vH;C>h5kDG=x&_v&qgE23zIwAWqH)4WUE#F=TZgOc4(ti~k)$*$>$0
zghKe?y+X@2^!ecb-G(;X{B2SZ_e%iriA?guL(ov@k9vq!|0j1t*Y?L?>u0n*4_N~1
zF_>Q;?L*q%Sq8hC!S9TYpsL@Q3v0-rFMh}LV|fN=L1*ePm|q+n#_nYBJEQfaeZ)5T
zL?chUkH}#LqZ{5<%t1a2d43^BzhzL_BXo<)P(F_^eJFSMv=$%Q
zQ`fd>6DHI;;P;@Lrl=EI-&?(-Xyc!lhFw}tyZ>Z~(Q}dB6EvkK(1+s>v#8&W{X>nV
z!4CWgkTDcXv(Ot*$+k->Dh+PMU-hY`kjFTfv~xMSCa8#};!}t1B_eeRE~q8yh9&r5
zG}4Ts#@7eo1J*!XhAOE;ERVrKo+&k1lW0cyfH)Q+V12JjQ_@q4#m<5juhDnx0Zjhj2=H`JuufZcY4BnG|ex2XpT`=
zCVuAg*%IFWrs576>&h7wgOAnLkGL;nP{3a-JHCf4)|PS^HRylKW#{J9RdhGKJBZ63
z+SDL=^cR*%!XR>e%3jo9OX(@gbbU0CGpjW{1oB+Xv?FJGjV@M|jY@kgW8F=g5mhO~
zj9-hxn--r5T(yO}tfI~|(+;as_#?k~?1pj+LKXq|_%gvUAJ(B1r#MMA<
zD(ww>Q=lPP`JOF|m92c0tw6ze3;idb+uws<{#GLQe*^3?d}%LW;@32#j=A_055ROe
z5bXvo|AqN^yMcY(LfTx1_FOiAj@L1-*Q(m8%6>&jLfvzQ1JyFgf37LqTqcSCEE6-B
zP|HMcwPtJzMmi+%IfRv$@i)sUsh)N4D{j_T3PGV?L>Jj>i|}qv8=MTq#4+uYSXy4s
zk{qzA;qE1L<4@)m)(dPu!Sy~*Fp@TxJ4VL*B~ws8ydW0i5H!-5x15|C*a+A6(L%c$
z_6nVoiZCC?*O5*%vw?M%zCk<`*}y!_B@L{vrmKs$T7HH2^2C*+RmJE&c$orGC)u*O
z1?(%h(ogB9iR-a~Vw%`{eEavSCQKR(uJlV28{Gd8qCE&Lo#r;U3ic{Ymu+ouXC8y2bWXpwFRv--W?Aw=M?L^
zVGj82p-!{MNUGX3SGiX03tK_uI)yLb(5RQue2uuixnZ+m3u$}}+w2p*@PD;z93il_
z><#JWM@+<$q_n^FfzmDb=05@jTLC*#-P>xu;cTzAcqS0^gY1PU-cGTl6t=&=IY1I$
z5<8VAmAs&~&;o=&i!Dz=)8KbjY-+aSs~)$n@2}qfY2Ils-j)nq()i3?Yf`(J5=S+L
zA)xX2Tha!ArrHgyj0W(<7dd{Q@mr33%uk)fcjed7PdP#IxC)7*X-}#xfM09StSTf|
znrV5QX8jnoqnT!KGFq$A*HqL@t8D$8wk?&8x{8z8=l!rC5_OdBCML60{b;qDn8s%J
zqib%W4|}(t8ICV%+`vjJqud;g;Amv2=7H|wY<{%FmV+(*=!{N`Vm(sKb{^sz8ci`x
z@)W1p`DWnd$rQTdDehp4Q)pc~@ust5inUfWI8EFwg_h~X;jC*4UDJyJ&Q*P_ZZ}Xf
zZBxkEOZ>?BoR#+N7|`zbC6kwkFPDAksFxVeYLkh1i^KJI(OXW(Kz$o~SSZ>2BtLtj
z20P(nQfR8T_@W!O9K4JLw=m42i{+YXa~IGdZ!v&*&Z9ftVrM6HO4-U!Fyb;C@@+5r
zIJeas`83smw>%7_{o9Kjyzb9Klfca#r8wwW;vmFi1tb+|AoBiB;q*a!F;S-ml8RDM
zsb~ttg^Rsw{igS&>+MCTF7ap-M8kfVN5MW~1lvEChWm)|t-nPM1wHZ3>Pkhx^>6+=7V
zH7{>Itu7A5Hmv$gnTYLlOY;M4z4(}(PwBW#OX`fwP>D0vIP?5Ox39(Jk?z6v-^`^Hh
zJ7MSf6}4vW!lzw)I`exU8t5-}VtW&5u0JY%c3(Q{FZO2d^&wq=nCS2_*xQxlVqAAk
zitYFW5%DqcPoO(rHuSJgLDf|>XsLXOfw$AX4-jMQ=J#!?>Xu9&UzfU4NTArJO|jsI
z2NLk(>Aus4QUW2={rb@OKru|$4jtIDu>-L1mC#H*Arl@ZDByk(C`P2@B5FS4eFmQW
z@D#4KCFxAw$qH=|adWVZM}Dht1^n_Z8oQ`4{a}5K5FDrR}Si9V?H!+DuhM|@DCee&AwA`C>D7cfjBlz>)
zJfPmR1=z?Jsr_vA(ce(FiMt`}oZeL52~2(5+Z-G&W{YgJjw#g$%Cy5H!C$}h%DNc3lZ?HxlYM{if
z;`j(I#F;ou-7Hmn@x-6QIQTBMK+ra=HL8OSjbK{Ri_UaKOZPI+)2?DLYil5%C}hsj
zK=DyxKyDu5=Bq(|mxfjOL1&r^8ea==>3HW2VJ**i6((xdNt(`7)5}_dkAa;Kwy=fU
z@2Z>L^Z*zHx0yH$UfIb|cNca)*zqK>wnbdIxJuR<*>&LiY6*LquEM+wX8z%=6p@GU
zNFY4tRllC53gCi&F?C9H!?nsBKi3$0gYoG+KA00>p342VsIkM`-||?)-YvEO-Qj5h
z4}e_Hhj}~?0C_6J)U@^;UfQ0f-SC?Q`s=-EbvH50xrp0Y@47K|z3YzlqT}7f2;BzI
z)Z0iMn_r&Snm*}8&e7<*7O7HTtTC0
zu2}R0bJnKAf|1ueZHpE&rI%n@*If)(4HVg3^maUg0DM_^s22_IE_URdOKx|uD_fOl
z{;s#(O-vMjggRss$0h3eRwU|!Hm+^ga5
z@mV|S>YkL;TTE)R31d?wj^|?rTJG?2qIpek4E!v^aR}0fSWvUW9muq$)etQu^NJJ{ovNk@z$)}5UsBcGDF^w!SUwJDVVBs1pDpOeMjDh#`8XT5|#~m
z^ax<&Cfqn7tL*hj8a#lgJ6
zI(O6BSnC~a1=x?ChU-;BFkj~K#;f2bxbe+7zQW~$-pg@h86YM)PEhIYCi^%_8Hjn`
zH*Yn|k=8UPj%EzRsPkp4IT#nAYTU~UxAu<9am1VUd@j~L(b!F$YGjCUY<^$z9W0)6
z^itz;HFeQ|$17x@q1
zp#*nESs#M7jvR?S=>8Clk3)LUzM*3O)(fLlEqmmzm|TX5UeG+wf}SE)Z3(gFm|@}q
z4Lch{yI;l}dcJ|!a4{-k3I-Bhw|p<7`GsdeqyONI82*U5#|Kqygu1x`*CN)La270k
zxVVg6i=q3&#qmD*@KYcO-Jhbq)}jCR$EA+kAD^nUkDHM_>Td_aNN#9?ZUtA)ic9@4XV~@wTfD
za^QCv?7UAo0pu%__VjKhWWo?fA7_dk>=`DkNz>x!`%KZ_YAJ}LThA@pcxwGhvx^~~
zy1mjIW>P%8{@i6=Pg?%mvaKh5^V|}WKo?#S+gqb9jHia@mhyP=9Vxc&sB+-MZ&TnO
z<~>ZGV~V)VQCQ1ASa2a#-3>iy>`3t^Yc$}!%d5>yf%g&5E#N)(xdps``D!z};Qj1#
z7x3Qj+ydSMM>WR=-uuJSNli2)0Ze(TEpRcI@&r>D_W$(Iezu`rT)08?gDlag=KLW`
z-#@oF^`z^g#CA58dy+Cr{59<7X!IVxKtLC_H8OvGW>zrG1Fh=4q4*@BQEM#^wdc{D
z>_(%1Er46WPk;O8g)%hSyl%93NE5J#2RvXKoe%e}TfpsK+U#HTuA380bF#!C?2TwD
z%Mt@TM!`L&#r|(5?8;()^{z(>8Y9-QsohAQE$)uG-3>8))5j`A|I??glH0$x*$?!o
zyUOjy`qVi*!ExMQ`qW+QMr;>k(4+^-0GYK_owsVhS|$&k@RSanB@9&4Av};!Y%=o
z!x!JjA}Q%zaW|XOh3enM!fbLE3Y#h>v8FCGd8!y6upa(-w<3qgLp$#
z6%!BBoi22Isu&iq6#g1){;YAknO=rJt160@>1-FX?me+19(|0XUem;YfQQY}i#wDN
zr?(`my|GxRAmR~E%SQP
zXWU*AO~=~D0g*Ig7Sfv%L0e~u5m7P7EH8k{KF&scvamKD
zadx%QQejrzAi?V~#pBgnz#lZ5)wgMNHX5Hm^Ej$D
z;R?iiNPJ=)>7C5xgEmJ!`DLCxnTH2
z(EZt{@E0N|VvZOPCUHM&u-~Pzr2{ih$I_Xn<7G;Q`$?49i7w_jbHpcND_rWb1=Een
z&gK~l#Q%yt%9F5{a3kEhw77vDTrJs3!FUxkK7#X^QlU7ymQP4Z!AZg5(X~=I4Ot{6
z+9klxPn~JqB5@r%*@+?+ivjjdpnZbW+pNPSOOqFiNp>}z6q?`J`T^v`VljtRM^nra
ztgLQE)8r+nqzhrRYzc(m?M}1<=r|Su_`qD$iLNaX_c6y#<_$~5i5m7znAvW*I8eiS
zhSBg9Sd}M*n|G`bUvp?(F5vDgK9DzbH0zA$I@sio=<;guGW)6{?Op?~pL8VWwc?i6
zl_wdjl{PL&q1E-adoPe*=O7B+CeC2*2GZtjqE7!-AbOCF
zhB_!jgcXXf*5;_y^=j=Kfm8-}_IjZC&NeYdWbT3FQz));eJcQuY%wjaV#df0-SIaA
z=xCuhP(KuOJ`2Ma^FLSUKGPRs+oTeTjROMk8ip7)Tnk3{RR@KOUsL6RmqY<%Bmv>L
zI#JcF-s;S{ic3CbfQ3Ll`-_GC+2rtzvB(e*3&U|xX->QlE
zgcqrFt?3V7b9!&6>A9J<+T5yu@1nN&GQ(`QU0lsr&Ihz%2O7o556owFh)-oU-j|N=
z6k~!jeNh?MZ7H;1Y`~&y80`FtQ{JU;Uih?pkgqv-mx#B|w`Eu#66XVewPS~B8UpNM
zd~SscbA4#TZZSsp5&ZFyxdd83&HhIF(w*I6cH&VVlqTj?Ji#oC)Q4c_3G(mTTK&^E32s^__a})uC4TOv3DAUS<{_GgjZ;JZB$ov!Au6JKu{D&THCRmqUDaAiupi
zV86Ip!?r9p@BTsD%5;mok;z{Sb)JiL)-Oz_40ZFpX>y6UAk2QCb(_xcJWqPl1^DM{
zh^LrN@$rDK35I%;?w}YIRgEpPhkUJq{N?e1kgNmY0fgZ_T0Q*oH46{(3^z;0d()hQ
zVt{K`xbu55AO6S(VZEudH|;nme%Obf%`skrVgR?+tb=ig1qVR
zA?yjBhTAlpw5+@(8J%rzT5tZcZ2%2BEcR?&&HFc=y^&tD;V_27R$lbuVX-q`HG8P*
zojzXllsi1uL$Oe7-wzI+szW5=&TGyA0?42U}&l-Xz7-JNr`
zu#K>*3bSjzmgOlzCwRdT^y8=W^u-Y@+K%bz=n=6Sn~-2`I3jk?j6R5(F<|uJli*cq
z2CcJws|0$OmV?IokLFc?)vu>%A?Vgx=C3idGtGyc*CcOVW>p&9Om%u%a8%U!JprS<
zkKt~(JwqL@9)ZT2do;qS-!ACPQSseY#c^VS@d?&ylzt3byMG-re|$`=bM&smb}e_(
zwu1HxTDbcdAWu~Vsl?2pR?%lxlbxTD^9YS3>BhQQhjAsh&f3)9;ok+
zZLJgo^EhrtgHc;8T5lG&e`&LSWvCm)?L%$$5r(=<4`S!UFs}ii^G%ZHn_}Q86*Q$!
zD|KdT9(PV0$8;Ik9pbspgLa>_MBPn(9(3)37_VEcvqn*f>*ZJ6=JKsIeW)`>Tol7J
zEJ;TrFNtCL8~spB&pQNn({~6o5JlNl2gNMWCn^;7mig(x?Je@-&+RSp(_Tl9E{Xes
zpMh7dScU=UItDi$Kfg?Z$IZj;Q^mr=RN_wASHuX{ojiOXGd8NPe?ZCFowi;PQ=B)0
z&dZh;$VQ|EzYZVUXt)qU(vsn-=){(~n+IMMkF)H-JRWS_4FWdJ{jumtYwY*o(}jcI
z-kGI(q@u`*DQ*1+48p5{bcgq|q+^6LlFFrIS5C^Uc
zu8TqJOD)ykL~Hs?OLwkgaQ*-xtsMVTM+MKu4XhMDbW^_&@#bjVkI|WAEj_9fQ$qS{
z@dhToX<3V0XF7_Ati>!C@jQT9yemQDN-R|k}JFHX65;e8|iOhS{~4kCf^cYX5g;9O{^gE?0##Yk+SliBPkWy_9RosCNb9R00+!5ru#EtTDOh^TqnoTvnIA`|S7
zsp+QZ#kPucIZzrI_5nzRHZKM6vYdNS8~Q(+%|ekz2T8-@-}+aSZ$9_0HI0Kg2Wsi1
z=v26x6<5J|I)cwJ4;Q{BnjZy88ys2qTjrHrq<8Iu@EMw~mL(HkXnn6(Xe)*oE6qWr
z?FP-ahqP2zihAKy*s`?_vCy>@QUG1;A$fP)V6k|lb^W_y+!4}RF?h(sVo`sBMWTeq5(YO|%%3Gm?KNU6m=5%j
zUXVn&-eNx0PwJ{+d+I1+ixg#!eo2}q_H18op&i(u;}VCw;G^~57cU3E?VnPJW>U*J
zb2oiaXE8rWmlleSjhuphq`uZXBSRV~vn5Z>XI_@#HLUwnv-1dPyv(lDm}iWV9MMQ>
z%!^)=zGl6u|Go`cR28xo@-Nu@Ht56r9!Cl1NT~sxLCYC!>yxp(2<7&PHanIV9crj-jHF|}HFRf;l@M{hc<9~f_zz7RB+c+C
z`_rQC=5n!CixLB28fd&9&HvM!^tSYohUGjqpP4KzW%jrtDBk$fpXSl;N}&v=xdyi}
zfAF4k$-&X`yH&y(f2YawBs~87J8hmPEeH#EWFd`TbN8+_oq#`{)HJo$bf%YhI3)G)
z@02oMN@EWnnpe-4>@;@qa5(&kHZPENu%8~%z+7o0+wqW0xza#+!^7t#z6M5=a4|1&
zEz+`;IKJt}8(kimqw*wIjpI>x;^Kegp?Tm!X_x3${qI)aaNpYMW0y+aA$=ZLJf2{U
z(L7N9_~7qWp8zxGcM-6~MZVjYN_mc}xEqpL`G8`UNdu#v-G?-_knbnl-a@|r;Px3d
zdB^hk!F}4jOp15D3VQRL=+b?%ER!OfPqv^PzfbYYrId(0ptbCUcfxM%Vzs7kVa~DG
z;;uK;eSM#HESEmAKMndw6bJgh*Qj8Hl)zf4Sx@XR_`bzM(<0X=;Ip}}OM_Vz2>SDL
zY%68Hk0#djK5c$qN^B})7x#w}2*E44s=wKIdkVB)`Qw|u(%pM#y)JmuiLS1c5?s!}h4*WoNNLMI%Rlo2
zl)pdc1m*90pKg92r3HKl|1Hb^eQs}2{!8y!`oT=o2YQ?{(KgS<8}&
z+S}f`dmZ+wDhu7MBIk9|NV^o+PgT+6b<&LF>vvF#|0=7?pv^#8mD;#1L0O&S{{B@~
z<)Hn_`wN#0TzvKO9ZDoA&1E;Jyqp?=OOdMeqs*my;v}>GddUkHIsax(+#o>>*8ey2
z=#A2SNxX9l4E2*b)2sq%C;R%A8N<&TY|Q@}0>=CwL%^%IEtLJQAs`#HyV%^}&GDbZ
z6PD;Vt?b=Kn(8FUJY}17gt1OH%`sncu5R5h4=q7{Qp2dyyzFb~p!hnj
z9BO`{fT?2=7{bX~j7f|6m?RceL1*$&rOJ?P*2dS-(2)Uc4mM)`FNTcQtqjeqG=K3e
zdU@$Ec2+oNq2>>F;>LQfRCHi`f3Bb%-VDNY>m~efqu7ff3;WW6UD9yfYQboB6HaGh
z!Z91adFYTf1qM^6-O>P7sG~W%B|UTUqjkHbt?aJe9B-BmX#BH+p}WE_+VC)igS&AU
z*_V`bu+cQ8j+La}EBV;_V^-mx7frqPN_uw#?w$_hXIqimQ$msQrVtm}jwbJw-eOSG
zyaNARO|xOI6y4?@H)owd2@p)+RFMn)&iR>37)|hcfwOf}iSfGe!TZ7Mx1s
z_Q+q&cS4azxTQes`Idl-9KV3I+Tm?P^<`l*dC`Z*8f*Vy#a8w66Ye0hMQu0_TFV$S1KJ!I>;l1zXQO3Ea`C0sd-e&!VEGN?tB(l$Y+7L
z?5KGb8+DmB{452sF;3<07S;lzhTIyJ(>`c))lK&a1YZ
zJ#vlHd##&?CtQYoi9R|h#jto+I(iZfx{E74J}H&4HJ9m7nKYfB2gH>Jr=+0B^3dK<
z#w?s439~5qX*c|gI9y+zgE9TyS3;2qhwbluBNY`b)|@U7Hzwqb=}RAf)}C;vdUO%$402MD1?vt2UMnGR$Fnj93p@WDFY0j`a)lF^BTh?c
z&i~9deZ$?5y;G;9u5L#Wf#77lYYB3Tmf4Nm&PW5>tO>*UC6vuAsR$2X71NY6k{{dJ
zhE|`E;@#FDRDtaxFEvRdb^VMKZDrcytQ6%u9ZGw*G;tw_lWRwgI4gBvZ?>TYXCe5S
z!}Q>+G+I^tt&rNWV@@=_Lh^52-K^)^^&+jVkcMbqzrdx}&D1P7uU^3LlGjEPD{en;
zq3_#hI*b2BLwwLi)0?)PlWw!&=V|46DNM`&wO3n>JHI^;n&Hu^QhmNNT|O@bGwlUp
z7o-68{do$$APqplPrD%Xhsvv}ystHly1s{k?!wxVI%PNS
zlK7_h=V+Vv(3xX-ozG8)pijkA-+DUaDp*(PYjsw7WgFu`=&hc=U|I9cn>hM@Nh)M>
z&Qbj(=?q(U9(y@bwomvuo?l;6Dbs$SLzQMh;H-MBI+N>78hAyDXS#E=@(OCO;Rczm
zND;m6qa>2}inqiUezm4oVdr}~D$Nhd`>F=9)-)e<&N!ceJK&8Xs9n@uL3--=iQDQj
z9cQYkyPKw;qmQmiQ64!q`*;;SOw({+;VWAR^TVrBy2jDb=EcDpMAuNkGvIEjQ_&hE
z5e#3G^uC`u@t2;t(wCijJT4J>(fn*mE3U(845P!>q>tEinTB4MA{~nF_b|k1tV$qp
zbmY2}9CjIT=0OFJk4_@Yyr(fh17%I?S~E6=u~T9_R})=9QI%45yH0jDq->U0K@)FCF)rLIFFT&3
z>b3ZW6zHaU{fqa{NI3^y{yax_Zb<$;iUk8dd!{kfb`#?GQgt6#$--k)TF^E4aiy7^
zi+dK$0v!q+SPkh+v(HlEO^iC%&eF)6sNa|hnsZYc9&;Ohc#+-&?u6EHL7?U|ujc@C
z2}$VwcV3wbU041#6|Pl*9|-6!w+gbm1qm-ZOJTR9;rczcICcZI$S&84uW=|
zh(&d0Xy9!rz+oOD=PiZGZ)0mK|F-00jknm7KEI9DKmIHozbyqjU$Ob)d)gPzlI1oQ
zj6=_o?l&pGG0nzk>RC$qO^SDnQ|)f1+_SXoH)*Q_gMAvWtH?W&SHI%-&_3|g--CsC
z+KgAN5VTPJrupR=lv%V!6_uxp-Eh_pSEJxEC?U_^cw@1*@p^!!t~6LvcRfr~SAB+7
z-;vTnZXk@q;@4{(6lJFXrL13J{|k+~dEIjfcAf@Fcco74@pMM>LRM$`nJ4!pUiKW?
zyKVyal73hE*d2=6xT67|ma)IR)A1$s+K^(ZzAKgLkDtcuQj9ho3}}V+i4Qnw3w4>A5Fh8R5u4=bv{@av5^NZ#_?BLCAg`jMn}t}h46zEE`w>|N(^+Pv(M
z6r*9S%IU{Hq$uykQ&_Dr?Sm>56%-umdSm-A(1;x!E*VbMlDGF$_}~TE%;0_4bL@m~
zk^6jea~XTYrjJ4P^1-Qxsey#W*j7S9Ps~eeeaRXkrayea0#C${K07
zhWVW`-~3C8(y(J?qS4_G1WY(xX%-z*X!Z_WBRTzjhV
z1U+uRY#`<&g*Bq9zkPy+G)mvG5huy634S|q>J@}$Oi<6#KX7h9lL4ZWWy(D~6q_oot-wI$mDr>W2p
zNB6`9HF-lmg&(e3QiqPBN1jTGf&iNY_|z;iBOPb(&G$h6Nr
zi>hv6`wa<9|GZsMDklBBKT3o@zcgFI@W+eu&*NqvN&ZmdTYYb_pW17kJ#HaG;y>A2
zcASpO@@zMJ!qPui$K*HWZfvCCc5)hfxq`OZ$pNh2aXM-zk7V5|D8OEhXTcRT+Ftfy
z?T(ul*vm}g^DCNiAu{KAGO4Jh0ZMdF@X=9pgVLqeboyu7>>x+6pU=`6j{DD&T`PG3
z+l20-H6r`)EX6y?dbaRqy4FfIdAw?i%i%OGdAlXlrD7Tcbwc{gQI24H?C6xEJb`sV
zpw@B{^EpckT7#3eNTjtqnpw_RBmLuyHPTz9JW?G^a*{{oj{n(OqNTrE&`bBO%ZB}}
zXBf!(KtH&TRdw?!Xgwf|2HpcfHSbrHTQ}JGZiEIsQU%;G8W$&Jbx>P-0Ni2EPb%qU
z>;|*y52`w+;E#XFQT<|Fftf%Kx^-WZuGtf+>L@(%y8={C&_rqTJhB9%1_}DYu5C^n
zk?woWOeFHlGa%kXlmlM(S%?on7m|O(r<6I#o>-=MIDFm%RhY1io
z^ZOAwt>yuam?DA|7>ap`wELMXFUY#lzacDl&#?KcgaE(#zCuf3zh-l*gd9HkLZP9c
zU9!=t&~yZU!I%NRP^{H*spIh!V1m^jG$_?-%Z}4jXE}@=K2DpRWqtPjQVX>Oy%3YL
zRyY`kSIv#BUJ&ZS!6y&f+$9LG^N-#t4QcB?wSEiR-ke4s@ic$orMV}pLA+eB^*@uo
z4dm;WQi^ERjYJPjx
zUxB#SY_YoVP**Kgoiw~17gLRk?8h_$>Dq$B#8QfHE3XUep~0jIqgUZy%C5hz7>Z_M
zwpRts&MK%UqpFJq7d<^`E61=rJ#})Gcd?LCy6K8m(!riw-Q*#Rj+w{1$?KSNG9+|K
zL86gg3HhLu9Ch-*6jf?%*Nm1QYnI|@%sU-SCz|cH>q$#tFVr}z*ORskcjy>x)*->)
zj#8OUUgU7(C@*ujFpBh$-RW%)*~8JSlC-9#qx6x7tarJGqTn}NSNWo8^Q`ajki*@2
zgF${?wm{UJzKP-OB@6alJ>=Pr^QWKuYmRg%BHa(#&0`dxM}%KBM_6Es@Y+vm8JMpAM341|@T|>#8aNjL
z=lm-|Cqy_Mw2j9o(Muj_uNKe^Kl;o|)-g>xGJDC>dwi%y0tIMbAy(ngcvBaj53%?x
zv=_P;V*dlHm;BH%9dI5_D01MPCYEYrz2!=6ej2DD5MjQ~#i!z8ES_mZdwGmwm>R9S
zDdZ{=m$(Qq6>h>V
z)!Qb2*)v|1`#cBr(4&I%FQS8ce&!#E@&v1Ro_MPn?EgFw2Y>p}Pww!~WNtTDlfj9;
zn6)poNG7CZGMA9dcSzdOf^gkWs^@uV(SmvuRL|FzwHP68;u!~fC=1t+yf+$mjoF)%HA%0
z5k>PMXO%jsqr8fx)>C~)`E6X1j*SMs*>`g>Zd|CR86jX@dx*XZ!4&4!A-WSH2RpuO
z<7VR_(uK;y*@HTo94eqHhdv5kY&@NKZ{U;h@RW2?Huqe1i&7QvLB!_xs{3{wiTwsXR
zLcYJZ2R-Q|cVJ@=nf2lFQahL8wTE1cf4$0zx}%T4IZ*m0N_J;)2k2;&Jlb{80gJ~?
zbx%{krW&R~2PmeS97Z|ath~NL<7x_R@1pG1D^0M5~obj@(?c@|Yy<61u
znCR&|7W1S$d9tJV+Dh5c->zzfq7-5AzBzbYY@(`1|O5l2TL8t+i1D%%CE8}#6PzX%LeCHy!14EY9D|x_KKKC|*dju8&
zZv&42!{4u0oN%LJEHD9`Uo!Bj9~c1E0?UC~e?f3qiG%|LApsbI_|^m01FM0NL4uI6
zs$R(f)&TQ^as|QfBP5Kuai+0enbZ*;fliQ=bZGa609OIifkA8Ql`LQ*a0QOvjQXTr
zxefbvpn$E~Mqml(``00Xg@O=C^~yzH0dT(oCAq#{nFRs94crdQ_)op!or_gnJ`7V9
z34-^h^-6RyIt8F#iXc1$1}zf=m(S~!OxU&CkT5U-SPaYu9)WxMf9sWs<$_@N5(%Ii
zn*}_P4*!MqO6B{gQeeVLBxphvzbOc{z;yIf#b4DcxzZ$X`gOfx0H*IiolF*lO~6&_
z!ANnvG7om?TSNrA=l|3zRj}^?u6;)kjsUl9Mvj0bz-c>C6_BTGKqptwfqua7UG+*b
zFcLTgm=0V5%-L0+tE`9N;%;z06&&rUSE^y(zZWHe!99N;iV_&|J#xg|fe!D1z8{PN
zSNs4Of%|^oPT0r&Sg$k!4cL1t2YnAvf>8S%tXDFo3Bsg9@DI#PY*3sq`S&*DHYgb|
zB;$&jSa@6o90m-3sXMs&>XK$
zhCiU^I}OTuVCK{Y1Q
zuy{j*BH(04>Zc9LBw)hk2E}D2ssflFn2Vf$)}ZWxgRljh0sTG)Bj_M@ZUcw#==t9U
zB@d|mqCqJK<^Z$MUr2?h5@10Q7z1j*f(!&hD7QB#4zo}Kzzoaff>M%
zP;ht~bl^5%K5*7=4a!xxPq~Alg+1dgqj?;!)|2`}D9D?v{v{SG_O4_F9X3#MMA(T
zpkD%tz6d!7W^G5tUIe4x!2TkN(qU(#5}Sy+{jpJ*1}r^}k^oi%tANqJpzeABPc$kS
zzzpClVDULH3Jkh{92y|yKtEt1FdDcYxGfK(;6*S3T>A&AU?CS)Fbv%G7~ygkp~LtK
zMS}pFfTMsePaBmLz){Z-5O}d3403<0NjcFQ47P4kDq*j2YEra|Av&&2N*3^;wn^C!
zT;$wC)+ObL54niKV1h@@Y0o)G6
z>Q5*JHUd|LG%2GnK?w?NQc@8vJgiAs0($~*Junrx9XJkH0-Oh&wFL8o&WMN8yEG}|
z`hpHz1zg*uDOcGE!*&p^0*?SsAV76wlj6A)33hE#q!d&QFbnpKZb$&QC%Q?w4J_&2
zq$I%o1n?rzI|d0ZL*2(VDNg;+?t#g`YG5PiC*t4^dsTdslD-@n?wN}s10f`#NqGo7
z@nVy*77p_go0RBOBmm3+Rsq)nqkA#6Vxt4|HGwF!_D7o&iltIqb!`gHT8PkudNGuo_qcbjfH^ywg#nz+~XGAx%mi
zux2Q70`wlyq!0B@6=3H0CPf&863J;&rU9!b
zf^lGO?OTW_19dnVbqN%vzyUZ7xE_;6&&8-apms@<5LL9fL#P`NA8?PW
zML7bD)maqJd{lKOi;{tG6~MJabCF<#MX3Ox5GV~pPu0buBmn0D^MDtDIS5!8iPb6W
z>$_T%N}wUiqPV<_Is}%$J-mlS83wx{&Z6uAI`y(BPDW&)uSL-gNBk)kB@6aF{VYm4
z>^p~ofm|3$vMoyF2qZWb9)Kr+D}d>5Ta=Jj(Sc00C=Y>C-h;nU5Jq4YaLF`_vJJRx
z84^Uq+m^#0?8z%FO6qH1;3Fge6!46u%W8z*gs7`
zVBZfcg}w9wWZ@Iw#awuRVcI1m2;6?zqLjm9&J}oAha$XcQAPm^fx;Uo;@e0F_O-vE
zD1kM=5P}fig-pP`@*y$+`>ZFBq46l<8ZZp>tg|R5Ko8g8=1thEMBHHu+?gvWO30fi
zdVCt51>A;PxQ+mi0KIcCS~)7pJYZvM+|C7@%ov#QM40acUP2jV1iCjmH-70
zMcEGA54;Kt_k{n6ND!C-3~vX2z#KjN0doyric$-M+m%D`EmYu`kP0$1f==VTK~ZUWqaMU^H+)a2&7#xEA;jcmybI2BSc4V9KI4yawED7S%Yfu5fsJzzL+J5ZBMOApJwVbiu^cLd_Y|6K43$1fi=1Camu
z;b*{a|5hqHjBUcot@QY?92T|*e!M~Ff6d`aTF}r>s^LnvQpyo|ptAvXNRzM!dlpU_
z8eJiKQFr`v6;AVZ@zL!Ya_KXiPnr+#he(mg0`e9`=$4VQ3#WYgK;@q&$=T?e@cRHHH=(lLPE;!(1NIKp#KE7Gp-Bon+^P92C4w
zWyj<&y9Aim$B^Zi9B(%d=Aa&wSSqL3mBL)nlU9}@hHBN^Ks_wT11}yw8C_#fEV*dQ
z9qfWOmCA1R!$5ONXrR`9b}!nmhsE>725MuG{q0M*3oN_{969UNAY@LWvY%z0os%6}
z?j-uLOx6X2z+5m1J2CKs>`h6v6+;lW!Y$}UI(h}lLDazaum
zTnZ2>8ot0zMl(BHoNvQz58NuOZk3v5N7y;L5~QW7ueAcgVZPeeS~K>;U^xNHAU`{Q
zyLqsb^rev}iFmL-iHA8cRJhm#hO(Fl|vae$-tS+t4c2num2|30t9p+JK6n0V$
z2*6d~LL{O{h95AT)f@%SKt9|IX*Bty9A#Gub7neyaZ*mSb8y+f~9mZlYRuuQkHFexj|dw-8NU-=3|l
zZmBT0tkF{x8wbfLjgR40QTu*)3oate(i8Et==`5rSw|z|Cb4jX#Btfje#f
zoUF+`Zza6w%HcL{5bZdHqH}_WDH(MClpJAafO%F1`IJNSSHV1KC`~MvhXmY)xn=^o
zqJPDuc4;r5&wrV&m7^&9V6Mz0OSzobY8=d&uV4>|zU^wKrB_bNzIFxN?<=(6w47#F
z4YS`UDmyI)+j%>qBYBPLPb1wNm_tUZExpwen6q*qd*pvic577t>nvC^>0lX3Vn3`q
zVdXhOfj*ZN-f%9$t@<_EeMTN=7v2UP@;Guli~evJ%uB}e5(;qSC71_$&3HW1A*TeK
zfcfg1&n5kNe5&lh?Z}(-=qv<)+g)5Bk9d#|akh$u*$MlA<#Z#|&YNaeAgA*{TMq%L
zK<)}*E}TinE9CKZ+P3IWW>d^L*~cyx=9)P)@*Mcef_chZT67K_Pyx)sd^&UvLV6MA
zJ>#jKn_XN{x^Gg{dH9coc~lOKJTHf}%7Hl(+k$K9^m!=Fe12Z`cg#c-+dJvR#w)mT0hhzNhT|ksbmNt8Nv|8>9C{po=k>h7}qciI}F3HqaB7h
zh9S-lLnp&13>}7HnEE`Puh-+bwX3~vpWFAJ@8@;9ZP#_(pTAzeuGjUte!i33ac1IJ
z4^Ywlhds=$?459|aFctOW#hbuKF9vsiuKa*-8gi7mWg`)@$=|}fpSkX2bYCoys^#EZ5W8EuwFOWduSWRg=Va8p6tD|E&3sM&A#Xh)4eOVN1rulJJvI1;7V}7duNE7
zbo&N(FK_S{(Q$5SGNuIwc`08+&l!}5^+gBcvT~Hngc7}VUtq{<0IWaMd+`e#Bs;O*
zd8qf}7w}#&7KO|7?)?&Ti0xRPG1vS2OAPZlDHxvTd5gb-PB+$9WqZGW6}{Fi+z&(V
z0&i_Q4s@HbJ_R4uZ;w99oq@4)`(khU*Qkk=SYLXqcfr><6jWoqGRJ%LYxwWLdi`vtfld`+w1Qxvf~Q
zKiAv(KNLD^B6h<(Z{By&vj-MoJ?ng2QD%X@gR>^E2C&9RFZQ+QQQr3NqD$O0lTgZ)
z-j&}+UpA-{>oK?hpBU*~9N{Kd4Gi8;Enk)
z`m#_N*6VJ^)o|IXkYqfr221pC_d-BkY!1fiEE%h1Xp%c6D5vxw!<+gOvcCfBttWY7I-`dVDuZ$nwhNy1
z*8LQHt0`*oG!*?Ld$hrB>MX%_`pKd{%3X!^+6He4cYNwS`!hOT`T@}S
z-246K=rJcP!Ft`c-a<-caWq4yDN`zn
zf@}loT@E;?<77R3k>0f(vNhl1heL46D5b7h=Dpd4)7NyY7h(Pk-|kYop7I;k3$ecA
zJ8!{n=ohtEANGT{_BT|}4y@86Rc!>=5$SCd#T{7h
zj`W`089j4g+HCM>+(+={HlcUN?}|=ySAkWY>do1OimAkUhwELuD|*h5cC5Dy#H|6l
zL$n3F&pty3`Dho$MY+q?6zlEWg<*CL*308>pYLAmc3`!8=uuA$dn4WP1D(U+
z7I$_kWDHL89v|Sw4MIn8vcU5X^J1gi>4Vl_z3pfeIKq2kp}UWFPLzA-pjN%ENm3)wq`v=}ir~sots4?kKkgF!fsR%4m1qz%Hye
ze~7zQcKH7!+QsR^Tnu?zJlAz+N3X$ps(0J~cfw%Fkvtbvz7==LysLkU9_npy-6VHA
zSkqST3D=$Drp-fJZ}on3-AMzMVm+<(Pw&%scidhw%ohXH08ING7h(|CsS}Nl#d7wb
zTx@q^yZJNkwE^yOH}?qasoT6sLHDEq^;mEC{!j18M0fu|vMY1~toXruG3d^7GXN6*
z#5)r19qtya7w_ebNpi=Vo)$b36&vHdI}oKx$9hK0rr!s;cSX9***GR8cy|qUUvx{4
zMnewwmd7IhTd+QBg!e$KJ858W0dg<`cOGojd>8Ac3|a)X1uQwi*5{l!)MqJR%_MJm
zoO_bnf%VQQ-g9xN{EUTYzVw~DI$f(gH6HC=23Ro1J1gED@0uHGhkG02-39KjMJRiw
z_es1v$(0*wOXqsAL)_&9tFT@+SFYlpE+gP=L)-&g=NRny^Sn2QAjl%Dx6i{J90r+_
zfFM+@xU4lE^U553TCElq+-AP`~P$-rF
zv>1TnG1kjZ^fnH4Z*Z3!i<&&m8#BzE?UrJ_=rnJ+thZo2b(weXFn7M2oP$&@KTy>h?~tUGx-O}m?3lyn?+sq=Bm!<#$D9qC03cZa)6z=A8iF~i;Q0}8Re
zXr(pq@`oc^H6V?cd<=JQb+eC0?d01=mTpym?UujV?N)48VY}iA@3Il@)`7(*U@W~F
z_fEY1gP0XvnTX2SF6<`niA3yGNlVaoZ^HexDBDD_Bi*Uv3jmkgwR2Z}1iVGoM(jQ!
z$WBlOc}KZ8nCg{`MDCgaith358i{sHJ`r=3`@L^Qy7LFD#QK)|ckXuSvlIl=)8(Vk
z%8gjBxZm3->z!DyoaenL>!~MU9&x|--6(hJpru&PdJy-3Fs^QkPW2Y-Z>%7Iu*oUiy*Wvz{^R)}F4?u0nNpWwayC!4QwA==dL;~2dV`bQ5nlROH`OfxOUv?39qY~>(2VuA
z7xCI4=BnlltqY(9w+wSp9F(Weh2&wUqoH2%J{jw#%+J7jQr4bV_mW|@6tX3+;>M`;
z(Q{CW**9M1wI8F)IcuP^;YV+NihI1WjythaVQ*B#IR)(9=R&_AG^Cg!St
z{28dHXnar$-DVcntE0V$RIKM>y=Z_p3F|4vSl=)Jcf@@06R|C~atjCGIe2uN2CT0c
z;N6hw9vup-4~Vvtv`@^wj*KOe*`=trE#SfTWDGz;JulJA3ErTxm^)+djgQVAHYhTq
z_q6;IH#=*uK}+={`@d!zBRa24)4ogFKe339<&CC9IOSB}Hgv9>90
z+TPNPa<`{x5uSM!;WIdMvX_Kz8t)z$w*+HQ{V{khb~R)dPWJvi9_?EbJ18>g94~T$
zJ2tis3R!R9L0d8Y%9}pHof+E=*7zo#4i197?OG1
z!`|XFcTAjvU3tj}Jgx_M&`bALr@05kWdU{##bsoHXQz8FrMaWy@&QYsnS(AFJR#lt
zHqAY3NIhWc1VGUof!uocx8UYT&O|ppwiB`y`{Thok$sCd2;A{Q7h!!0rh+Bl-NIi=
z_dcEI&W&9Im@ySkTnY?%4~g;&tk;4U;O?2>h&pYOJ8{Sk!1lv%nMsrnrI(mqP9a2vl7)Lg?o6K_wfGiA*TLj
z48$q*NIY;ZUapwt{V~-YH#7|!DtYU&!ltm~BHq2Ogw*I(`LJvkM1oeh6e
zuxBi}6;*-82)?wxY5MV%1N!tKWCuH{1c!3wJ!ndlIC!@=HQk*T+XUABFdj*jLO$lL
zO?T%fBn?J8;mKgrvKQ_TOK7(%q56rElazVa10q!g}yPqhJn~8*o!8t{TE7
z2+ck?0(m{aJ!rbzSZW7M6pK%%;6KuCC)wh4SS%(t(8*y{8X!
z$H#6LRsdV;|y5;_h8jqy#s58)vxV;~K!W
zT#qLsWem7(itLuj-oBIFXs>;Sn;0821Y`6@Tz8XjH+r!Lxr<}-z|wB%-c=ziWlV(fC22AlL%yf^8EdcCz
zlsUtJXQn$Rwh^rPF1-9cUT(uUqX_9rH=)F42oe$=rEq-pz-)$HcV*mIInY>b_~-w*s@UgS6l(S0&mZ_~8U^TDm*IyEwxg
zHKY`hw61P@2-`J5>-OmkH)UiSWEH>R$y;gOS0Iy=726T%eRc@0)khrWPK}itO`E%M
zolWv}vp453cV65Eu;M6OT#%BUJi)v9FqEnVu+7D3zYHk{nk{yYp5j*L+VGZc@z
zN_h{T;2l24Jtz_1Z*peg8cCzH>(HLq4fbO6V{!`&m}3IMaS@T4RP5sXapRv(UBH2^jM<_i3Df_GoGJ29>cupQ8h
z4zB~wMxRQ|bW`K9lQ7&Z{&QD8mci>7^0G{KRBRbY8J-|*6-OU>pJd`1_0yTy$y*^v
z#}lPdQaa4SGu@eS$)mB0fGt8>1@QwAra2bOMb70m$&PinASG1}$xBDLY2Mv)QCfN7
zD{(!Zp+%1jUO}7h#AetS?63FX(NBpGn&8D9;ZFCCp68B;TM0?~{eSLSBlU3T1n-i0
z*v0AqyB@~{8fh_9n+dUP9>y)qb)C$A{JBdWG(s6-k8l^ntpMBJi6>=+-8SCacfNb%
z&>R%99)k7=oF~dab?kU?b7Wk6GUh&bs?@+Z1Jk@ivylB2kfe>lGmBC`|Hj>dOq|!O
z&B9Ee3X&cP8;X#%5sk!k~0>~I13LoilY(Z
zw8P>S$ne+_$O`3IQ;~h;-Fl=uDXt03nN9carCRr29qCStO+vpZ#uKTgXg7Of=DQ1q
ztODDSiIWuxxiD47f?MXh6Ji@7tHN~;qrb1{&rgt=z{g&koFniQq(uG58*>!STl2xH
zz-Dbw*{;b%yiyuDYo-=W~1|_qOx*N
zL`_J;Ka*k`{@A0@I0cYoorxsT?$9msSz`lI=F=&W!YlkGOhlJ@q_&2h)LQ8%Hows|+?xKmG`h4oe2@FYBRBuQQtf#re48)E;-
z`U>z|AIBr5`{V|zBAvW)bhDz!Af8n$iNucMWu9hQLy(zw#Rca)MrbOCVT^?3UaTkOrtN4Fq>|K)pN=Y{xvW`<_5>3%0xN
z4Fu~@oR0ef!Od81c`y*uAYT5CUvS5=>hFO9>$>QS+E&jx~0w$^6@@uhIlx+xGJ>crfuyv`Q7=%0c3Hf)zY
zhuE;&{#+nY3^qJ(w=3!ctr4boy%b0kg{p=?YoyU=v>F>;4P;lrL-lKcxg?><8|0>Ll!j;eU`Z
zEUW$#7}f;6Em)SIt94-6hQ1Rjem4-)ij^`f8>KU0S&wC-EO($e-U|dbAaLb-ftYe^
zH(*%o
zy#vdlErDT$Se9ei0{hx6=U3Knzyv1_UbxIc)=i9Rr>A0odsqgOvgB_JKG6Rt}1(8x*J+6k~&XXPxSHdv~1X
zemihiAee-^f9dJog3~eCUboCW!y9tCo8g^vx|@86$)ZfQY6I~_5l&+u3*jPyWf6gr
z2>LQb*%gR)y7t1!#9lKRW1Q-k8Qv$$+=-9Y>6Az7Vi|s4=Wtvl*YrumiQ=u
z*7!wU=ydmvO%s>9-w)jspYH}E!u|Ik?evn%+@P0ynHvn%tTt8XG;^8rBgPP<#H+~H
z*yY{lV9Z83*KRsjqA2@gz5E&raHug!mnF|xKf}VvH^iX@qz(h;TE{4}N!j>64}X5X
z0&Ks2_`P75{qCXv7#Pm(`sHXxa&#aK{5s&G9zic}0z0A~-UgP|51$K`+z*dJjp5|l
z!J;>1Vs*nNTLUWampmGRDbVwC7d+{eEcS4
zKzgvB-vKTi=I_3O${r<+Kpt|Eu_5U`{7GSsWdP~TlJ4gAG`s06$F3(?dy`yitd-j-
z)XVf$fM34T=wlbcWi*q9Ewv>c%1Eqo&E%}Z~FO>ILVXXe*Tv*9G{Ce`X4Z`_RaP1A%oFR;1b`lgPr5}
z6-6ke`<)JCzmQbJzJ!^wNjbi%9(`Benh2h1w{@@@%I)!b3=A%`3c9x+LIo7Sr2m`4
z!>O-L>DNDza_!7IDCM6TvVq4jko4G@_{*n(@3lWvZ0qn0g1bmb{0OTTxEykl6&%F+4J3eqfTn
z<(B#6k$2f*Xji(BavlF+?e6#87jD+YE6))T%Cq
zpuY?W@2>)#13yex+<_6xBfJYQcSna>Z^aIclzbbPrFMD3`8L2*
zBXyj^u#|z{&u53>QvLnup9?N02=o(jG{7Z*xPhR89-a>-1CBrNWnfaJ{qgL6_+P-J
z?fdGZ%dZ9OFF-B0>>hm$^_U^!z3gSe%`UG3>A5Pvs(g*qq{;Z-A72PABb`6MsbI2q__@@Oj1#+Y
z6W@_D!UOsWumuJ#Q@Py?443nyqp;S^lIg(G;F}yDbb;-}DaOiiPUg1GSZ+9yqTry8W^A^EWY1
z5Wa;ak|vUL7XDF4KzNfY{c=meBZO7PJgwyGLgg-u+xljkweS}s-ZZ`@wR`;v3|`~Yzm(f;3~==Yb`}~sl0c_EE4VF39!dV`
z?nVC>`Q?=FWzF}nznXF!G9-nZaFg@m7tq*9-CWM#m9zalTSD2bB)Nm^?sW!Bu5-3g
zI9kb6t3N)rheJaRVtWj{8?JY!hV%r$A8;Mw%l_$id^b8sj^9#_
ze4FGyEC1QbLuSwr4gVQMEYC3Fto2D%`f?N*4lIppAjNNonQE~IIetxyB0Uh`j3?k4fSq!Cp@#p8+U^0KdjQY7)mn8Ey
z*+t*2_I|$!lg(;3vgblc^oC{>6Ca9q_X({SWNXG>)2E=O$6rbSqT;-75a$d+f@k-C4jOMlZJ1)K`G
zpUeE@VDRBj+Ki4DCy4LJ6)2e-^buhDEEve{?dMm3OGozeZ3ry$#ta6~`NmS{ORf0%
zGhiVZpw6R#9)&LilVi*p@>y7yRLgC#kupowL5UG){qy9-o
z+j0DQQ!uVdEBX0!^lCXBIZDn+k!&1vt`?L?YNxLN2Ul=8DEj%I;L6m_g2e^#ve!ejbFAw9VaW{R5-&5r;>?YWqKTStxu#3(rdM}vlb$OV%tlh?LMzvCcrE2>e*Uz-4i!-7fgW*63Hvk?#Isih$eUHpk8(
zETc?sCHW1UIvYR-+5@>Q-9u6?w`G@?u^?2{slZlGx`S}vmMK8w~sE%{`2zvS1;L@^zdc3jdj^8`y
zSKBr7c3;}bR3TBBZ@ISKR)UT#RovDt{0q0W4o1CT^|caLBfMOB@bj<0q+-vt`XOf_
zHY7bo2igJT$SX(bFUV!+mn1u(gc|aq4S0k=q$S+Wu$$&OiR|!xE;B?qB^vRP*kinv
zONx?;QE7)@X$8If7I0~?V~l}4-x2-S@F&wmKbMDnM8AS(m90GD|BuTW@&;MTc)yE+
zgr{wZQn@^U%fq=`!euU(7jjw1H%t?NN1S;
zs4;F^ib>e3ED`0I+}0iKd~VBhKvE*@Pt*HPcLFBkuY`)yu9BYMw$8@#7J4__?cytL
zM_IY-m6EC!*bL}!8eclVaGj+kn=RY%WHr6iODK0kffu}6%iXCd*>kPj8eu)wZtDRj
z`#|sWa`)oEXt~mUNhqDs{~s+w&i|vpjEg?=|1<;AXaE1sK-u%QZxo`V-S&CJxIyf2
z!Jyob86MFvK<<$b^F~y-lSVf5^dr-a>Z0wDGVjMtr&hRY10n5hwv*Zak+`j*y}B=t
z=_zbqKG;duv3oZ`B>JxI4ZC3{5~ubJHq&;WS79VRo3-P0-IJB#A|4JO&HwF>Cpg*X
z>CA6;ef;S7ZGB5F(n!o`b$7Jdj30@)abJNIN8;W~ol#g&`^~)0-ZJxgRBb}-j
z`pM8}IsW+CNDL!!i9NT$yX--CdBm_a-n$RFQx_~+v%5>jc@~=ym<%Y_nf5ZHwr3Ms
zE=}SssC1`}N54_il~Bnsqj086(d#6Y4$tWtY$q0LF^misOoA9TF8$z`%EuaKTF890Lo9HA9*s?)PFH0
z579s$nN{xovcmV0K~@7=f8=`zIPfg0spOU{V+^uggkJ
ztSPc?y6CNt0hDW$_0(S>m&cJ*f2)i5;%LfSR!~QaW!Q^_Cmv^ko&?=)_U;6y$d}QF
z!|=!HXVtaVkIr>>8vVh}st^T?>&W-EO&gO}QIKn9254iS{<(%HIF-H({Vfa+fs6l~
z_11By)fU|Om;qFv8QMmJv`4I>>K}zH-%nm-;c+Te64+KF&<>LWA*xO{!{_CmR9ICG$*g
z>JeTLhUbGzhL+x7RpkpSl5RKpz1&hfJVyN$mw-tBFQ?>Z3X-PUEasSz59b!>eG;He
zE|ek7ina!~kTLIvLE}a%kPnAQIs&s&
zF<5eOuYvIA$z$ZHF{A>Fl#=GeS^c!*?e;ReaEi%ioMZJn$=``Xd0
z!VAu|yplYRJo!V*tL(ygg}kxF0(+3b=_F1_#ZT8-%jI^Oq~pm8@s5}Q8sH8JO4rfA
zNF8S@`F4&INpv(4-9!SUUTcAlAE%SIo?;znO_Y+$uhvM)vEv_}gr=aZuy2N9aRn@Z
znN%Uqs8CRo&H$Idtqh#U3|)-Fn((aaEJ$V_x*AO?yt%>x`4EPr&?gjR$PIct=i>3a+A{i2HG-k>aUT@?}rhMr^cagtIUQ%s&3;Evr%1VM0-!rt^_)gj$0&6i9Tmodtt1d{5cHvYS{a$XhaUqZT
zi%znN@+~S!9poi)*9B3H-Id1bfd8f`1M_|G=lxN*Sc{8Zy#?n*=&q=)xwt-uNHw2tIc4wBvn7e|?9
zt2d)Zjk6ieW!KOEHY5R
z^&=+Qj3y4@un?qVGz4-^3W4gH<$g5CpKBX2kq)Qj6TqeI^`RE6p;IS|MlVTpT4c
zz-9_AroM93Uq$^L)R&KdnEw9-4OE~8-_l^k2wQ?-cCT{MrisR2N4e@x1(yuXSZwt>
z?82!u`U%b&-|n|bcnG_nU+@AQ6^yhV^69A4IKpI^Tm%2k09C#K<`+TW-_Payc9Kzf
zjZ?;-o{7=95J<`N{Z84Ew2}t;z9&Xvlm1D4<;2cQ)Ytbw3n&#
zQXUU38LgUW2O_hxK$t?_xX5be(BM4!QLcV2qJC|Nfiqa*W*X?+R1H2Luk~fLm5w^(
ziD;w}cGA7g-CCRilB=J6z@-3FxEqIxDLIRR!m-v-H67haN6OXFedOv$`QOQP@~iwY
zaveX&L(WqwI7U_Nauc}erQ|xb`-%GPKKNZ%!0+w5^^0GZ!{d21y=eD
zwnHFouZ}cZ-;k>#~vG#oN(FxZ)Fh&*__rdw%bMztH**%hLl^W
zuUz$Cq<-6Et1knZi9dR#4WI%w*biK)u5*8DU=HUH7E)ii>aQo)
z6DZ~K>)BEOz22ex)|rSe0am8l0JV1E{F?^K)!=<_(bxB&)7VK5JJ<$LuKGuSi@v@u
zT}Z*>)X$#5%K~cf3=Q79$!p2%n<9a@7xQqQM#(45Q>HV~~K~5bZl@bPo}Q
zJ$a1bI5pIw(oX`p&XS3pL~s-=j&TF
zu=`&f4OE~OFVbLHmNi(yjK&>mGn6;if==!Qi@>D-dX}$#j;DST2MC?I6@#PvD4C8N
zwAe_4MVU50J^B0OK?cqxpKYoHx2~v9>|~OwzVi8o$2s{6`ILYPj-i2;O!*RWtqJ9)
zfy+g+4Y~GkTtvasVsJ5Noo@|vce;=I
z%2od%a=j#^{BinOahxSfDHs}>BWsvUQb6vE0++z`MK|Mv#3ApD4Wsb0aj8@
zedVhEAbChx91g2W5%|uGo;Peg?T-v$h=ZkAOf*un2
z%kB0myKox7Wdz*p8yQ=|@Q)0~n6LY1o9GeW#mBAb%Vp+HMuDNex*PjFK6`<9?E48M+k^u~(%*+{M#>S_PmA&`=_
zEwQS4RqR`E8Dewpk2ZoT?j4EqWwW;?tQGFWfSb0bpGpcYr@qz@amcxff(#m{qat$6
zkn$TDAm&0_m!+)I$fHC97tzU8e~|K%l-T7EaP&W1Q$E9jm6Ts@1h|Itoo!s@|0J(i
zX(O(n{$ew88H^u-W=_aYG(5pc_chu1yYrsE*;utl|Z-?P6^rN>C)z3%Z61X|n60Om>3rzgp
z8mXYe8M6UNMl%H;R0>0+%Dl*GUdw8g?pn#6_PODmlz@-F<
zTWz0c;C}x#dD4~a6XXZuB9`c9onk$d(a|mD;ug+?sL$~aH%4esxW+mvXTjsm1qDn>
z$u&bGz$HKuZ+Ny+U@utoa@D`v_(^b9_-Z2bWEjD-46Jul)zJ&&S~BJK3ddka?`tZ5
zi~4#jQ2s7B3J`MIc#x>2WVku6$3R4`2BXRKj;-=kaH)wI*VrmkKY7$wuKJfyzuoAg
z|7+VkLjx;Nb;o&*ys(IELeb0QdP`U>n#lEzt@3{xj%QzXZvxr>w)H0f|AvnA7Oy(`
z0bEMF;(D8*R0_^C*9{Wzn*@D3^qrA!1Azo6W`GPk^gFIO3GL;oKiKdD
zr^y$1Y#5$KKX?qmj6dqfnFfIb?%-#A%r62%`ZReF??P#l*|T5Vz__$;iQ~+5KG7=8#H=`(3sf=qBJKtq)ckVio!{p9%k*M-6eUSa@sqyb(d
z*Qa!pzfC_Yd;vZS!`ta6q>uHeqwi@@>2nlmPDJqhk&h2D9CN+Lv`Vd~A>_FAtFFz`
zo{nQSTy1!7`|nEweRNB$#xrn(FYxRzd@lXyEoAkRO|Ca!El2!gA&@qc-xQOSY5wDq
z2?MnG0>2uDZ)N~}6ohV^_vk;3Z|%oWFdB2k2$}!KFSA5vv8&A_vNuEOXq^~9zknGn
zW6i!nedVg(Yf3(?CecN&$aLG{4
zo0jWANPa_4^!2#~*^+d#;R#N6Z;jgc5AG>229MH_K1E|7{yhaQffHG!@f7?)eSHQ+
z^&`yO5|5nnCcE;1OH6#^^mIjb8E*^{@HPFu<3VZ|J{epxq#sI1qPukrtX!j9PyLwC
zKWx>lqU2i|==a#v;71zh_t_S)B~Cg~G%!D)AJspdT+fh{uP{8pNoK)%+P}ajP=gR1
z>8Y9W_0-Sy)zDpG`2F;wr*iZYa;j*s!sn40nr@nI4ucbb|Uf0L}AJjLzr~aW5ak4D|J|o!2
z;An7ZW93GOe>v307x4_z0(jI{uKM>SEhhUm5e%3Tu
zu7}+jW~5AT3VnSmyNCPc|Hm2u?szbO20n=f)jmfTgyEOck7h{y*dZEs*O}3t@i#;R
z9ZJ<;J-I%&to$YhuJ>i={xH0Xe)PFU^%Hs$0;xLZZCiD@9PqxTqgG#lKf~~-)5K-3
z9}TbBQS#-}-O^cBum?Y%0rWW^HOXfHd~eer-3vBRU%BeP
zNNyh`+im}Ql>&VxO$|1a>ocdy-!mMOOkV-M3d6snAAP3P_>uTOQ=nC(0pu4(rRwrO
zvnAVL7tRsOEbso@f++H9!R0DfhA%^RhT#?9h~FDP13zpGaMOtals^G(`pR}2QGPK_
z(s$H%$Sp;|sK4V!t6xvSAvoHKpRVsX|F2*PvT>!cixAZu&l4rv3=jcakLjAlPf$sJV
z;e18Gu#uJ*L|K!RGi4d)oaCEKPBa{oRr;~oc#V!+{U|>eTmo+xZT#bn!+;e%N&^a1
z-+78$pN>;O9UYY(U}v{U^z$F`ql0qf|<&tIY=&8Rwh4P2^p77LJ1!GUL6
zUXb3mhK>Z60wg0Y%HNw#*-g+(@j#;Cy#Z8q9`)0G1y~)1uLGBiRxzXa7>9uKLDg0oCp^m1b7eCk)rXY-IUD0qtc%88x26^JhZ+G((YXFR{sK)D+1
zWPqlbHo!^>W}jpItek3j7CYl=@|tOu>zf|WkUOF2R?rk>Jq6RX
zbjwAy0F9AG5^^%mvx4pmtss$AcO`lKk(TG%h0{bnjE))@VJ}SjBtX|325_xlA^EWL
zEN`ZtV#9I$fBX5CBvSAu1X6XiYy$ds{zFGA4zr4S<6*@4R$sa5k0I9#DIW(e8J&_1
zKT`jRwkn(pC|Gff4Ny&sN66zBTdwnf4)XG2Enmi(JNyD0Af1QLTKZW>p0&{GOJ6bV
z-$+3hyQjW?5PzX{w4II`>F5OVsuQgveOBxaa5+X4`;HO!7>*H;O-VOS<%K3bt3oN3
zkI_JLs-maKwT6`clU!>^c>}mqb-~#-qw<{|Nz=@Ji`#q0hOEG1d>H})G2q*)4u=J2
zBMr2MRR4DBFImc(V1UsVi3XmO))@>9QpvSOIsV}*L=@)yA+qbshkC6=EAleEtz^1pZYmMuvsM#52BkJbNff-M`sAwrHuW>ea|c?<
zZ`4=L@ejhw>|O5smG-!rySFtsg1q@^@?n;*1D6t%-(xehiUoKDTuQ9mYU8ax>c`(_
z^-V=WI4$%SYoG!(mDQT{qz0A-u*9^0g}G3Rn*7;cav{vwYPP<#@x_sTs?~H(7@YSv%U8W%HHXpDOW-oY
z`Q10edCl+yr^Z)+tzr0QhRbIG7=Zqrb_z5@%D)Gfj0VrKq>O^2ue4l04XyVD9tW2u
zQ%-fKmih%9wqPN3)I|e*8b%Fv(IERJYaqXdA?cjeHgFgBjx82DuYgNn)hBk|G(653
zx|q9*6@;As&_Erj!4`788KwMF!}0i?ud06v!+)or=3Mn)mw`31#Qa~M`%`fc0;%eZ
zGcC!aAjcT=a@9YX`fI2!KZYUc4(cnn)N$^ie(igxQR)9vIP}I}B`OJyb4B0%J~a%V
zY&cF-#L;ePI=DQt^?5m~n&MpL{Pr|TY4^X443Osw{6HA~h~XFyTKWdAp?;aqPh%MV
z)>S5c?_)Juh<9nw?sN2I82&%Q2RnL&`%j|aQtB&L{Q~Ou
z{IDhkZ%|*k>NkTU{$MBX$G-dVhjdi)v*mhuK4qPl;)O+DiD!o4hZ&Bi>gh)VXMsz>
z@bOAp|A~~`M+5z;r5Zd$1O3XS>PKHA8YsZ85vppIG2jwFKY^+G=TTod$3Hv~Ndx^>
zrW(9W1LYc}h1|YGt`t9tVR(X5;;W(W!|-21bfhnxtE)e0Q15dzq)0UI`i+k#8jgXB
zFR81aeaZD@bmim8L;8Nd3ifA!CSQQLVR$wj>GuHC&#~ar1j(FoRa0;!{p_&*d-uPM
zeFf^rxt#&@!vZQOXMic@EEylmq2L4Z7B|w6MdW*5D=T=U<8Qkk3lM)|zXF{18{Ydm
zJ^eTbgG#46F98mod>Zh%=WC;aZh0FYZ4F&ZSj9za8wDQXcI-=bNE+t6q
zQv%0%CJcYhaLfU5d2jdhGP!&hrMLc}(L{mfRE_=(E+w9Yi%60>19my^I?L<+w7Xx9
z#m*vd*)5e5J13Cqryam;{8J%t&BxBIYBDV<7+__jZObb1?Zy!XB415(h2gsl@2zRN
zaol1PKfx*YIT}?gDtq#=hU0b}n?@a_k?V(1luskqrc^$Y{%b`Ctc8B4SHzK~|$o~9A
z@2i+s+$eUvT)nL|JOPi-_YH7s7=9ul;PSN#j9-_4(ZnWgRj8U-_WGl;kIoC!DC0QGy@jJ9#;
zJ)69ojx?i>k++g3GxC6qvJ&Tv>wEg`gkp^#!I|Q#(v&cKqT#rg!wk{Clg{B{horFJzT|
zN&_oUb;tRV+qqcoGey}U$-z-WvJ0@3?E5Idi!xXDnBypwv|3N{`WGjeg
zhW;cE?rV8wv~@MTM3%S~L~be0BfuqqlW)mp3N}(-x$55zj`#^qmapv}F$R0`8gL1a
zooX|b#98+j44_;C?4bUN@m61cn@-Ycw^%>3CPmu*U%(Ro0|F_T8pxKUdU6<8!2hq1
zYt5(Vj<^KVf0%T3KerDYO&
z{m}LUtw9z`_AeSJSA#cbkT%omH?jy(rJ^y|QLg%XflG#V9BlPhQLv2qO#QBHwvoXNPMFIUg-QWRyQ#+o!O*#dq++{P=M1A>zV@YM;
z(ixS@mZbX($0J+5j6QRhDgT~==NKR-$9j(EaXtEOafd4xJJB(
zj4oSh^+Ofh@6Vxu3e;dF4N~*0K`Tq}0(s4USTY&}?va%QXNIo;d-u;nP7(x?qwZ5}
zfa;+2RA~%)IsH42QQx`1>hlL5oWt(5ei|>aJT1jqTti-Uw&j^D@C)GRe;7)AIsK0j
z?8&znj@xW>q#62@0W#S3RTRv)&t|Co92;04C%PG2n#SC
z^k9YcpTp;Gn(4oz0`VnqLzxXcg@U>FTZ0|)L!y${=?ck{E39HW#m(eZ_gE0aHooKm
z>nC`Z)o(D)@Z%rK|IYb;ev*}ZLqWmctfLtWJn=#6sBW_5g#)erh2$0cFmRmZmE@Ii
zmUr)E`M2anzeO5QrR_hh(gvv9Y6XRM;Z&2Sequq#FzaY5`HpfMpx$C<%-^k_+WRcm
znme65_kPP~v0$O04_Sk<2l_fXnY^^p^6mjP!d>LUezF;=X5gU@TR$y)V7QXJfxJsT
zc8`Q%!=!cCP0;iqr?$ch)X}U*tfM6~P)8qUmml(@NuiJ
ze54742Nu@2(A4_J>i&HM^n%3YB(8>nBs)+*|u;sf%;UDnSq
z>7)`r>2Vui=_^*SXoU52J^7B?E!StcJ_MHmM7h<*>wDBsshVVgOHC}j-Ih#`at|`VW?z6!Vfc&mk0#r#{t@L>8g%#^{WlD6
z1D6b?-EC_~A7Y7pQnK93wE%k?jtdlPwI&#U;vNEPl1@iDa;c+(!6k6pZMG)1P_Ul7
zuGI1h^7rXS2QKx~8loWhcUuA#Y@?$F?q+&DAf?6zPFigPlyN^^OTM|w`q8HO7kT&9
zY%=L|NP(xUpHOX)6+q9VObS+9Yk3>_8uG05mT#b=XUKQ_Yy)ej`<1-8*y^LYOq%z!
z4P0}T;UTA+0scur?HX&KeCRWxfTz`a+RPeE2*am>OVbp*Y%|nK{}o4_T&l7HC%QEYjYaC!dUFF2l#bUaW;r+`b~
zSqIq~D&zHlTgj^@Szb?r56DYnE!XP`dvCISN{)@P<6i~aW&s8H8P*^kY?GL-1%x
z|IST@$2p_yFQq7UO6g~%&wthPX8*@2l~3>_1L$E_Jv|F9C2RcEw!NNa|4d%~yXEY|
zPAb|$^t*nsJfDtkAkPcY(J~5tr=XMuE65Lc(K?#K0P5&=aH+Wsz5+ZFhSwO58yFl{
zddA;P6zG7%xXz2@x_>Kwm0UBbd^5S0SowS8c`Pt_$k|GPR;e0%1};@MC15+tX7=`d
zUJ?yl=l7L(S{OdlaC`xoBcu91%y2yaqjND8WYIvYTKPh9ZDZxf8y@Fm`#RkzhU4Sv3
z|1rcC_TBwb!tjZP<20L	C5%gZ#%=b2;G1mZXClY(@(&uz`m$%%u$`K28>Wfv<&u
zWXR7q7>@m((`wO@bX$Y`#|aFl;j$&^t_B-;L!J$+^Mg;wYtIk$R)rWOy)6IZoOgX~
zxu4;<7tA46v?NU;*AdWC{N6ITo-Zh$1ujk2ex8k6Y3d)+n~g!7Gw67Bb6VU%M>^)K
zqkE{o=7hfbmDJZER`nkv*CAPX=xGQfM=czy%PHCTFInm3YH&Nb9wU^OgNvVZmP{ug
zZPYK(V+Resvic#X>qJ`>o$M52Ul9%b>Xxrh92ACU7>);wa5URJ9RY4KbiCzFkyd&o
z_0tX4`iJal3N%CNteB2=EVGXCc_#E0^_8psyVPH{!s=HBtYl=P&5(1h<>|sD{%H_M
ziI@3Gd`TF7x#2jxGJsf1x{6!_Sn4=Mk%1VNh@2jDs!tlk0;|eGJ(2a8<
zxt^qQ{KLyHbX4REkROI$K}UL>Km)8L*OOG`*OKeBUHOI(1C;p!SA^jY(~-`S)zK5=
zoK`D#{z0xMqbjH;59x`43SNOg+H4ljY;-<9;5E^}$K-t(-6srBF&q!4^87;mPbBC0
zMQ{73Lm+{hZ?K&uFKA89r-7b$sH1%Ho)ZiTu24=ts=wCoIH#r0h>7^u(m+eB1{=ur
z98dXeh9@|6zM6PA41a=t^qf%r{6n~0|JT!L71To@H4%S@tqDEHOMKn(D$jDA11@P2
zOMHIIm!Z5c{1U^h|K9qCi_2-S!{_LRF#Hxe(hO+<%EQD$jsFk@J=gna
z@i@5DM0&j~af@9zUm1OTNXVDbKf>^cH^d>Xn3U52{SSP@#K$#VUN|Io;*9|=6kP2p
zGRxF3d@=*{Ty~??bZ{v^@JSn3FIKOlpBW)vfI=1c_;nh9SIab48>ye|(|;fge}sPY
zI$%%x*U(^v&rxF-{uUkSbwkb2yX1QLPWgZ7r>L+0kn_L(1x_a&>4ige^au6J`Z{vr
z-V_a7%<}Q!hT|Yq*|+US8;<$E-tE!=sSrq;weiBCP8z>tfLdRG-^1|0TjFuBqZc66
zf6#Dz##j9G)IX$2y9-ns%l+s`Go+$P)DN!f+ezny;YZSsc1H1I;xB?gO1!z&R#6%K
z-An`J8u$+CuXx_-Z>C_2(NA#Fd>PsihX3@IiI4mJbff`(XJFm$l?M<>G8*-=4LmGp
zC0Qm1y$`;W%Yu01f;LdCOZiu<}32
z^-fDq`$xTPOSYle8t6r(v%sYjDOX45Q@@0_-;ybKiu%e`zm8mQQYjC;M1kJNQ^9NG
zdPh_F+vIvjQ+W%xG)?<^wg8;+IV0Z@jb5($$>7k(`@dVPK?ZB;A}er~er$ox0iPr<
zZMD3So_=Hi^`ilPGaPS1_?mL?zePj&Zu{RbBfvnx0P1KTa4A_D@9S&eGpMf_RsD0x
zRbTl<w7}V
zSJ6)>kB;;j?FTeat_B~|ppE)Dtckhri3X0AT2vZjgG)x!zq18PBL5rp$$Q(skOqrr
z&_RPX8Ym}rz9QG3303|b{S;qriGJ22twpx+swcUXBK|ZZz{#br6CDwTFQ6m+9a8Ja
zagGC*5_hmF&HX(HZ=}9*)xTA^T>mff1%AjF?8zUeBmD(ebyN#3fvY-fRk!gdxA*&^
z(aTjo3EcFd)ja-JP;!|uz!b`tq4i<-O$-nPN4uv|1}Of?W~hO};0LmTCLqU#ZT~nU
zz{BCb!25;alfb0}*_}2(Ej#1s44|BGofY)6-RHmH0}~$?lYN2^19bn~xA)dCfN~A6
ziTa7ZSp8fI{zZM|s{aP{3qmv)MoHj9S;1W@ay1BoONlp-Z)O`GPJQL7Ki_a%eD)RW
zR3Goz|ITE9O15PTJ>AFv$~C~P)L;6WEis?Sa1yqN22N_pRez-6xW;@o+|_LZ#M9Hw44_;C+(G@|pH{zNl9hZzedVhEgVD$QziEO!Eb1N2v;Qk9m>~4c
zsdGgbzSi(wKN{d#a4Eo&N!EXTq?LR{Kk?W4=Kp`}E>JI6Mr@UhUPme#2rdEQr`iB|
zEchGsm8*Us^)sp80D)=$k7%F*HTc|c{DOhxbhq?N82%>%IMZx~^s(MUJ`!Ub@5$9w
z=0_%ef|KbBu*4Yb$xovr{i2yVI*a^*B(gQ*^r|PJP24y}+WnuVz;L-#&
z)2*Kpw($=Ppj`cTQ9qNvADE~6-@I0tqm6QczGuAd2ba!R@5|6X!ti>-2Rj--1HVG9
zKU}Ch^dze=u=t21x|8|+{5TDi
z6Far!`h&#EpC{KZ9V`Er;Uk<`rM!7W!5bk8a(sej@_Zlvki5jlKQTPcNnT?6ga-bC
z`c*#t9ps?~pWr77w)pt(A%_Mf0^(Q
zs;c)|eu(;CK)<*Ck(u>0$o3iBM1#l^`*yBU
z>gW3O@237fKK%#CNB43Y{}Bo%_X
s9}HtUw}>2Kg_59BK3=X`ma(y&!@k6n~6Wd
zsq-1UM@P**zLk!y^*Q>CeB4QWYp9)m+I@b$r~bhqpTRE_obKa)l3(rPQQM`W;+$)I
zd@u65d_2K$?5>{eLp|+3k_Hd@43cRuiw34$@NWWnfsaq6pK70Fwy?B@V05;SG{NAb+3m2Qkic5~mUQ{2pB8--LmFBY~bo
zK6I9&&5UO;(8?ZxWWU&n`q4zc8}%EA{$HP}`-iW?ArAk=KqZ8?W1#IM(5I-cBl@pU
zf0*dMLw(DvsPoQ#vJJDH+&CofFU2@U0x{(A_d5H;VC0#ECn3+Vx!wLJqhXe9kon+e
zjN%^SzobADQC~&$KGc6t^kLMmB>L!CXlNjYb1_gS36zKYXToP-oUJ6z6{zQPV)Py1
zza^SSjYMKtfDRGDs}zUTk|ekh^=A?NEvV1A&)GC9P+y?*cKt)C?nH+w;&3-QRFMSt
zp?)RNuSdR)@C_KJzGobne+wEqdK!Q~jeOe`F<5E((u(~0LMML(`OAdwLH@~Hr~Yl=
zkl$m(7dZ{@C
zwX0(wa{KT6+B^aI=cO?=QrA?)VfDM;?i1MlqtKAvWzc@(kcSD+LOzS|Ao3c*Pe}VkT`RZFC@Gid2|UeT!V(22)|zO6yq>S{72N^
zL-fm$uO)mX@~1TK9)EYC;Vt5@2Kk4CuSI^C@JEn$5dKfaVG4KL0OWrH4e<}yokF+$
zGsrUu-+_EO;jbZ|PxxEN8wlSoc@%neUb(aF-$#e-#NiXgJ;s$p|0U`V5dBfqFC_Y7
zs6Ph!?)rzq{Emjywa%It@VTrJkFk^lic=g;wM0J@`7FXmAg}4>I{ztXXy`V`jK&1y
z+X?q7?lJyC3KT;9VWK}1_4gBf?&m5$bPD2d5eABXkg0;$|6GPVlkhp1z*XUF%3{>#
z5dD1A4~i0pYte8O;WuEQStL*`>IKpN8TC~}|5xNIk$1KK-_fv+INXZ~UL*WzOeyH(Wn4b%sSejn=NiT;4%QIBye
zarh7&GKs@y$a4tqKt7A`|3h9y_%Fy;O5Rofa1ZXo@T!po2!A$%cnzCPMr74nW3qal60li!3qO!zY7`Gntwd_LiSQ`}=bVfQ(^{p-8;nD4A*i8&CB0os@tH_TL-iAE>A!p6~
z2YDvp?Sg{+bT~{LrXV*Sc2=o{Je}}t-LtaGqg}@=d
z#~8K1*@^z396ZKY!e=A*5?+M-bi%JfelFpQ6i+dhJAzA^s6(RsREdCgG1F&mp`C`7FYpLS9Aqb5UjR7|Y2Wzl07e
ziNov2*Ac!K`F6tphkP&LA0Uq&CWb?3FdCgT@wMXcppg{xd(@{A{m-cXGts-gl%otr
zjpp6$&(ZJ~;^0Ak8{x^wR}!9v{C2`K6i+d{j)Fq|EHq4a7!1QiUPO2{Cb)wn$VGh(
z(dQvwMR%hJAv$NMjP@~gzx`S
z<@Xr#NuYL2u#oUW$QKdbf&4ncJCQFT{5bNPqQnsMl`OBvxS8-cgnT*SX~=IS
zJOlZkkax9zmNGzRBvoW0-$8gb@&knDB0oZS9&-Meqpw7b0%d@+94Tob@_!Isj(i>A
zmB`ldzK!rkNbHe~a)A&QA-~5sObl7*@D<@E@(#kY6^Ey2q^fgK{{zwIA)iGD5W)4KIKe>CcOnl*iQzaJ
z@(GXmR^B%((}c$%Uq*Nm@&>}wkZ(oa)&3c1*i9U=6o)@1Mef+Nx&23`WclDH+vX2C
z`%o_OjsI})sF8<;Elz_`fP5?Ag~*>Eyd3#cgjXVen(%7HVgJ9K7;4esS;AK!f1dC<
zDTKEoA4B*q#Z!!fJ(^hMZ$rbe
z9tPQ#`!P@k3Dl1I_)X5M21T-
z))5}3xW_oQ(U~9#`7ea0VVv!o$n*aUH0&h_vM|tZB#?=`@So1a*%-%Ya@J5T>gU;d
zyZ!Uf!Al$pkWVMP5P1>d<(Oczoj_I?{8Xa8hUlZ!=dbPxDNS1
z!t0SQAbhQkA2rsI1dZBYY$d!2`EJ6SF~MSzpcVB8iGCOA-&T6N{-KK6(BT+y*pEDZ
zv$HMRk$VY0gb4yo&Kl}KeSS~9%-@L)bBV)obg1g-0Q#7t@DGfFm4wGB?lDS9oFvq*
zBlT{5iTp6(*@}CN|B?8)s5iEd=l^+VNZsPB>H-WjezUVm
z3sLVS`f}9g6MZG}!Y+>OUyX+OT?Sdjup>f#1K}%>uOPe*`6|Nek>5}F+9(<}5qx{X=1@(eND!
zREs>k)!FtdFu^*KpbqsjiM}57+q?BT|5|i-lsGgZ@4wBNxCsO8?hYh7gVBuo(L~>h
z`h!Hj>pPVnj!4ANhJj|0K>Lvw65ft{A>oHGG2hm+)4`4i^>tC=(1{M|#NjwPY$p1c
z@8x~N6i#@Y;_%3o#7RQ^`>5|~|1>mokU$y8eNeN4|{kO2uLSUr!9x=PwaA|!d#Bcf#kFWSLmGPgG$Ox@@FwK*2yaF{pYT@Xi+gaDe-|2V?_rSn+mJs*_j}?B{zseJ?VpQ=Wwt@y5d7pJUqN^Q@>PTvDh}_Eka1s*`qe}q
ztwe`q#Gx8_1L3vEw-UYr6Ko<0>X2_Hyk5tN8oNoLwdn8~acI;I#zCTQLVk?!W{mR*
ziPMVu_$TC)Y}Y@$+=Yg8WssGxf7+0T3Ez(iBF)Y|)Q&ut@I%PY>&a#Q4m8Z|X#n1-
zIJ6~6d>r|F!ecsRf#G8{gvTLoAUp{;?S+|`9Z?7kRK!5L>~X7bM?zc
zp7|u%|L3A1hdAURpG9~9@+!g$755nPNR5`Ger1;)+rJVG4P6FVm9QhiK(~`XwW!}p
z^ed3>CcF;$LBi{!n4pm)Sc`lQ;f)yR7zxyb`lCeOjQaSeoK4V*`sj$KoxOJ#I%E=u
zHstw)@5ex=k~rx>gXjxT
ze>%|@qW&1sm!rNK^xgFjg{eftEhJDi@;eEy#RRB4bjK^D2o7_TcVFs96o1&`mXj*Lc>-P
zC=CO>P6B11elO8yq5e&xH<7>XzApf55LgemeoJ~`%
zIPCw25r~-c|q5TJ>nSk~pkIUO{*x^6Lq2LLMc&
z8TqOnT;*>?!$Um`vis~pzLoGceH)zmV_@>`B|1Dq9I6#hF^m?cz83X+h<*j?
z*4!hPNE|xQVOdWH(08K#0MQ>ueFM?Q`~*(0&)7hC9B{~=
zV(cJ>By>1HcpCB}gl8!3Fd-$3*$P(QrYSwnSEbl5-~
z>e1nB;;hlqYZ>Wycd
z1!_lq!V9VLmXa|n<5S-N_RRgO52KMoD+9R@fT
zAm2)O8uAwj&p_Trcoy=5gqxDf&;NW+4B6=5dePZgaux6XYq;`$3w?TW)U
zEJVAjLf!NsbV%LlZ2J!6MK3vdC-VOGcROR%9k=5U9`lP7z;{8vqT_V6e;gWW(13A_
zB;@M|PecAY;Tej<{@^+1xX(g;|6Pt7h#Dq3q!Wj1bjWc!7`dqT5`7-(7Z7~`>T`&`
zP;vPFpL}8{$3Uw{pi1PM39rTk^GTdq)IUS?E0Dh?c~|{Ieb=F(ojBAZ|B~>vHh-9CmWaB0I&BVpG5fjK6v!;J`CIX;Lr5IclNp
zXZPVy+y`IK2fwZlep5H^QU7qq%exKmTldfHeel(N@O%5<>w9s`|9CHhPQI-V{!AZy
zXCM6aKKMR4|DC7_-syvX)Cd2f4}P={{uA;j9eys?i3=3l2T$mO59@=EcJj-*8hL`#
z(8Yay@QC6G#`JfctKU?Y7w4zO6_%uadD33-B%UopUzs_Sx>n6rY7j210*VB=0KDCK`c
zzKZB|d4?MXSy9%belO9t0GDfYk=E-DD~q55B^z`v{Hk*3%{wqbYOV7I>>8ze?VnVf
zB*V#rcH#u%(|4RrY}YiFv@1)hTh-jeRp*>YpI{V~J8Swh)bHp+UqkeBP=BNk{VJkg
ziu&|vCoazhqF<-!|o@UnD{F&z|)UjahWs1_qg!p5A9-psgg()k+_4eEpiU`D-!3))$@UpEl>v}b<>(xAXm9Apm46ow5C+M!y-rl8swCmM&`&HUo@G8OG
zy)4-$phLDIrvCuDB*WmW|9o`m0v8%W%+e^S^T|`}BTVwn?kr(3f_7`B`6viG7g3m8CD2=nKqP
z65g#ZkLpW{zUr%a~;eT`%g~AAssaK|VuH
z7wGSlTiTF;y2u=ET>fNYOQir;-On{ad{hT%&exYBeOat8EA(ZJzHHQ&R&_~x8zRV>
zqlrHNuB-T%)+dO4e}e>meSs#Ezm@1qwZ7Ep%R~C|w7Rq$_&dA6og67H4+g@aKqOER
zG((|at}(V|vR^!Y4?Ec%_KMf;VHy1|SyWmszP*Qy9}_7pzUG>F*TV0<(ELCsh%@Thc>^q2hLG4-&n`_38|R&K&b;!P(($fAVd26^7WKH?X1N+zC8Uyt$smioE;b
z*Le+Wn7I62Hdy?nfz5E40>0RFoY-$7{XQJp-K1l4}!VXMb}0ed5w)mJ02f_5hpc3JBMS?EIG153qwSvHWAUNX+~POA^;T$VwARiz9(h
z*s>}Dr4fIi%$F-_KW5j9_x=I5le`{EU$>5pm9Hj=nGdlMV%LxCWHCapL9+e^iB;=a
zy0o4v-hPOk8xQ>f1nzyjR{*(Q_
zkXYQv$`Z=0l9ICG5;G7gudvLLK(2s44{;s{yneCmGnNQFu57YDC?0r%-Rv@3QlDfO
zy5m&e^{f8v4~cC7o+Lh4&4-FnPqQmqI-A)=1E#26>kk|A<}I$ie#tx-Z`YQpF&VMZ
z;_@yS@QSME*(i6wCssetBJO}+SLW}}vnt(X5_S9hy_F>o3(7bFQ~j&T5PbVzLk~`>adHY2+#pMb5jCpe|4tnQ}y=cbR>z9btFTx}(iL54^-yGAIKKeoIVxnVm5_
z)NAAhpmbmli{&qaYedcjYE*Gi_yS81iLbC!x9JtDUxB%#@)dT9+l2dng_XHYy#I;2
z*m-dQd2^<^Y10(GSJ{;=OZ@HMY?>JKDjUnxy_;ci->d9Q$N`se;&%`Yx4hEP@~MAe
ze8X!M$_k2o0y_Ndudyt+kzcELL>zgIwG2~rX{mUYYCbC>y+U5C|Icog4Rc4`zge!B
z`8pd5Lwf1!tPI-cqt{tUoGM^QwMxhm`ENiig@kJlyFj$R!N$14^7XY)!0YxfQ+&S%
z?!RRZ%a#*Q&E#-E{IZ9Ip>|ctroYKfg_7w~zR6BYRI^i9l`pKy7Y<8nqWI!XWq=TqP@&3Hoe74p)%wD#ZHI9
zUi2@v?PR!d(87(woaAbz{CGq<#K2A*8$NXH~w-4r*1^d`F5bVGE
z*m)3au-oSqZ@$egiS_BAFb6$t-a_{PW^_Y>$eV
zBJTkT6@YmH#%1ZXi^~I5OBVaY@(xHB|2_+fi#Nj5{$x8lJu49DHNe!(gMZNL^!NJ2
z=&fvm`0#x;6nfs~b~Z5;mX%Oxaap(`T;ePBmj%=^?+g0GU*BiLVuQNy!GOql4@TC=
z_t+RQ=mR#{6>K^E1D5TEC^sF1)#tkjJRtse5T*uQ?NC=9o+*}fLMfkp1n%wIgDi4M
z#AlYktQ#r!Tb5N`7SXx%Q1n?kl^%>fE7<$4;7(<&SZXl&EK4uPwbNlG{^lb#(*xa7
znsxhIVYy5$PK8Ctw8|=LtieW|o+&%c_UFPmgyW4EQ^qVpC;L3Sv(V>-eyZQB&Bm
zZ=v>|{2JEN=0mJh4E~l`{d_RchknMchhZt#GOW0WE^Q>N9l!gAB_;UekcScQ&v{a%$C
zMyIT(@p68J#nr1*pJ3~!8mvsDeZlUE5Bhz9vWgPFue8Kp0#ku_{tI>|^y<<;uq;#z
zTd$zMBvhhW-S4wR!ad9q)4zm0bV$8U4Vz`fu%oH)L!X3xS%FH}@=4_ysZ^75y14l$
zOOExcuHuL7+ZA84D@6Ggb}`Obe!pMre2k@u%3MCVrKE$6a#cX9!j1TK{rFGNrDcOl
zg{~CbI{0;Mz%D^nz5fK`TXq6)3+TeEDdowc=rq`sE-T=JE22}s@2LfX24DOHjhDw80X({Xki-TS-EKgGD3F|fq==KYUgfC&E_34)^
zIY%zsP$Ipr@Wbq+emg<=B5LUPVg8W{*j}iMf6Z)ec|s+jU|D$xHlKlVv$$BiP|SlK
zZ$+@I)E9(puD>J__N#)VM4(pSE`z%Ig1S6GQ`~oyoePsQ>^^UF$NM6>xN>yKT&fHC
z^-ARr>MmsVK0T-&4Z%%aHrQF%Tb$Lf-kkXZ8!1wLVB=uvh1W~tvGba`0?d$j;|Ep~
zYw8*>BjUmzncw9VxBSQ+_j`4L^t9%OX^kFnRL_RodaCoo#$)y|_VaT^YLQw&upa2*RuL&*6tds8$G0}
zF{Gj(A7^nbFZ{|Lak)cbiPFWNe`Awk^_=C0IZLvZ1HZAE?uokQ
z^pxe-Q|*~Q%lu`3I7Q^kq6TAlgzNbQcFwDQ
zh7-pfF?>AK$uCv>H1Tx|Pj-95qW=JXwHr1cRRee}*kI$8C>Ab+&2Bv7DX?e*NEg%P
zYriOB+z&;$oAKA7D-?3@gbj$S?lrMInZuStF3=&h5f<-%0lj7ha5tPHu8HMAw=XOn
zisff}RKo>)sy7B;nwvb3Pi#pW$lr786)50Wl^K93WM3>#^r+zz(DOzB`t;5pp-A0F
zy5cxKIUZI>=nVlqbp-sD_EbYApl6VPAGU)Kj;q-s0DBWy#HWY{UxY-9#ls?g3?I!@U^sM0=VTaHkVelO0lkX}z%E9fSH&I=Um~N!DI;L&v&kRh
zpQnG%kB#af;vGE
z&hZI+7=u|sCK5X{cw#?)*eCW5;iKhX0jXZR0(#g7^so<@YKnn#t(cw2gR!PAsO1%F
z68ST+dfE(FJ~3-3{}K95ei9Es-+@b#SewMtp``FSS^Ou7kA{-k^NmNOCiCPR81S+*
zdiN5L2MzgK@43|<(XFZXEP;^jIB*tI-S%(E(4ql-^qg`xj}@;Z!@%3Ll=OCX@gS
zc{;%b^b{D-(?CFNSw#9UJ`&UFElL2kD7C}*nK%R@I(Wn{-WbO3gqyf_7*tl}aGvin
zTV5CrbvDwcd$+6ss2sgt3CQ_h{uU9@1$=@ScQT*DRm%op>C0cuhl{xFEKY1Wnctu{
zIzg|R5QDH^X&b?ZpQLIhsOAkZA&rkrQe7@6@1bULQ13!uKRkLQPfU?3G#p*^DJAIB
zfqc-&tNA4H5jf|bpf+FyS59hD48okztG?tyF2kx07KB-2+DLxYSUq0^^_BznIjTJR
zpb~_+0Y(_~y@dJPw`LSK0nN^=gN5TWjarWxzaTn`nX?2M)SG)p@8KVXN`tB-#(f@Ah(zD8OYVA
z@Yf@9D8VhluA)~Fr+|E^qGJpn
zCl7p34Z)xoF_zyB!);Oqbp02`^2fx#$M7Mdc08Q&{+Yp((_rJ!t3-16Ly6!K#RnPu
zG!EMcy^f6@3+qT+Kj@cLU&*(#@Ko^2d2ZS3Z@~7~d(_nV$RdP8WLCIk=vd`o`G0Y1So>#9D
zfAaD|J@VmsvT7EXu9Pa>$H%}(hu0IuA|Iaw6{cQy2BF)$?G|RO#^pGgw@ZH{-4)2>TB^=*97BX@F->x*RZ*U1st{F=~Mj
zJA&M7`Nib(PLdM{#DkO91!wcq#oDQSm^*B>Y@f>i;F4RIqjRA5=YHsI
z;fPp#4qvR7@1TD05`-r&J`?<5VjDb-2jO<%*TliP#1TDOBVyGA*tPw28ecjvsHeAJ
zB-E0S%g^qI3rjE(Zn<(gpX%xtgsE=dIXtzW>GifecRqjI1#LZbI&2$MsZBk-nchIl
zZ5Q&4m}I!svdN}bWr7F3`Zr5^sP1O!v4C<)A9wD$yM>7+@GT2s$q
zCd^?_p6PP>+EEOBYEl6o)r=JZ!uiQ-!I{
z&0^hbsK#wG;QrVg@Ppljy4n0We5^k5!`ld|^7VsD6E+ydb9ka$wji*aFls~%h~0sZ
zcyJC+liO$$9!^3Zor!I)N1dskWSF6VIFbuf*pe&wggo6V^l8A9+X0BFhmk3ViVW3z
z4+0aT5{7lJ(1Xc@!PI^JHLv7FF03nkHZa4mkG+B?j@7+D?+r}-IK$MBGvFNql@i90
zs_*`D`Ir>FaF}{DnR=IC!eElIJZc6r<#7{A3Xd|u?V@;jEQ8yS$45ymC7q+YirzH9
z8#BH8psZi%rfS>LPdqGm$l0s2>Pgzt#F=w>YJ#Oln57ROme&&BoWai(Z=A-j
z6sxk~c+szjj}dRp<(#W&%7Wqc!CXFkqRw}M#~eYq87zZG)v8}x@Jv*m+Qp_KwZ~Jv
zq!VHe($7mQpKMEUZ4u8F#l_IRFBS1LF=9547mpP4>(bOvxAefY^uVA$Fe
z<0+gCa;~yBkd}VmLA?n9PqZw2=K!7+$R}C@Eq#WyV8vH^?=|z)OtE=Bui&cdS*E4;
zq`3=t@>n=M(4M4bS7>1U9KnL;2(X3Cfd>J-g!<@jXM_$YH-El)0=|@KxafB^KNs%*
zf~)xgz4Tb}YzWO}!TTcVa9GY*C|7Vx6fS_NrfLto$pPoxj1w*6rhJGFC4yyK-Ba5_
zo|5P_)O%G`#fuiG_o^&-K>FiCekSx6>l&VYf~|#`@gYnoD8BlfP3~vG`n~2Fz9J1~
zm|piLceGNAhmczU8=+g4z-pu3${T$>
z+?`)syo4_h#}C8NezODt4W=yNBcU3=cn8$L;G^&!)8J}2pnKH;9UcR3tLB&JIDZE&
zSJ#cz{H`=O{PZfDd;lkl5s{Kg0il_A;|88`@(KE@TpmFSZ_lfo{u@;pFSwEW#;S=W
zq$Vp6picF=kbc`E1m~YSZsa3$Uk>R855Z>Oxf}TexS0=b`=PFeOgC3zq((yZEy6wS!vhA&*+^
z)m7&;_2B}z&TGo23(BtZntJ&Hdqn(n7cXv^xSAj6C;qaEKQdnF^aD?yTByKJtyJo&
z7FPJ(FOJ{Czi4@S4gc<>yVKn2CM*fOz8(K6&8usrn-_)29k|Bew?HA3jSx
zPh7V!CRxmCpkDkv+6IsDrET4bY|3wxIQ$roPq05R>_tB={YHt*4Lp8`{eRGf
z(N;8GT(E&piN*i9s^K|t>joZ*ZPg#`+t4arf?wn9&ob}O1u4=6Nq?LVi$zn>4srJ5
z{49=&KZn8mB&>
KBqj%AhW|fq7f+}0pIXsu-et)9ss(gq!
z_38c!u0NMfR+4PPP3lvx$0JEKc2%hLc2%hL^k+O3z<=6PT*S>Ec6A@3pBtb4%m=Yb
zQS;M2Oo5qwnApnQm40Imfhc%5
z3LgK=wKO}O5H$AmvIUY+|g6JDO7;=2eZ`PZkw
zo~dS3nkx9Tjt`sgKWcbG6kIal({zrm@8zhXe|ko;A%oQKwAMj}37_OpS?w_44{G>g
z6aIvT7n<&$Nb?nkwiG6`AmVYvtW0oaL*8?uvpRFybWtl?7^rdSiwG
z5181$3QQS}4^=}{WWqOSxW|NF)_l4u6P~PUH#=a$
zztRXg^?ZM|ggyn=c~l=QV5(rdQyoFG3E!;Y)=hm!eBC0oe5wimRx3ZH2iGV(uVobW
zWRNw${y-bC+k~I{K;@9fgzHXhWfc6d85cC?v%!=xW3f5{DGHwaLf;WrZc{mzWx^l+
zPnA%I3D?^fmPW}~W5U1G2;F7EAJ#Z@*o2pB_$d>9orVWgyx0HNeYg0{eMk1M_tg<3
zoA4NI3Q|qDbU-biVZ#6Wpo&lFgJb@suT|C+^vPiCUq{sni%s~_V=BJXgu69XZ!qEY
zT03qN-a#BC`71MJ=mw|KgvV%7eZYio(@bow2~W_^n6&C#)u1=R~{-*VQtk7gzO9&v5i+DC(!Q~GA~;000e!YKHLD0ta5amZiQH8U8ije?(wf;UIOttHpyL@MDV
z|GN6=oXCn&VR00^C<^X2;Wultwab7j`ln|cFl3Pa=>*kB!2?n7a1=a#%T=6E^*`h4
z3`PGPQShZv@HJ6zPZYdzOBCrn9Hl~o3AZfKmT41ykA^32?K|RWTAUzD$94aI?k05+
zTB>Jg{{P&8D!##lSKqGUyG-~KT04~{{D6j6nQ-C23u;3LOc^J%5!6S)15xmB6g>W=
zzMRn77g)x%GngX^zBCHHCJOF}f>$aypiNFmR$o^^snj~8Ki%;QSehy@a8DE^{0I~p%aw)Q)2{=bG-MZs&M;HRSC&1PKCIoct{)A6cZlS@GRhp{OcC*-{tDuI7}5{HG&FE
zxK7Yw6MkOnV5tc&);Ltyi>vx)(K^`Bo1v)RUj&sPj|o4g;k!(@zO$(^;T>A}!zO(1
zRxP96lyODFPnmGN1IdKjbeS;W`i?4odtaGI{*}7wCJUyFSG0^&6aGi-m@UJEf1q{j
zFyY^8Q@Jz>zDC1){C~ZICrX9GCS2du)|zmgpi?GXZ@;-OF0f*4_sVwkWl{Z9b?)O$
z_)}W>R1>a;Xs4L)jaqq!30HT`kiW&IjMudag(h6zX0I{fsaoXIZNha~DKp{wwDzkA
zC;8XaPtT~0QsGn-yg3SPE$z$En3q(JrW$ZX|MZM3Lk8)ejxUaa7e&F{QSe*S4S3(g2%tomlJyVj8{zlzpk$iQ-vuuHRe-b!u9fnCj1Vqe31#)
z+gYRIy8oY{0UPuT&Hqn5r5Xyi3BRlbtvn_?S?jpWgzN3>GT}mo)RJ~mi1+|
zUOqJno@K)SsI|XX#e4mKJ)_7};euAdZNg*TQVA_H;d3;+(uCJ)_~AY{=Kr*oQQs$n
zu~&Ah9Ry6cPs5u{xL)4s?aQGyt$eBpA6|j>N&d1-88ayZ{}r0>LHgYd6RvwcZWBI2
zE59oWegL>4|GEX#E7Y4R%+MMNnD9j!9yZ~6`S{oSa$>bsKD8HD^-r&m)tjMkK*txG
z@Xxe{ilX4|DEO|caLvy@a8-sn1@%$zKomS21&;RPnV
zT=N5pOt|OYs%2bb!gnb+O?dJI6|Xhng&JOO!Z&Dmg9+DVOM1iP
z|JQ02noSi(XQ&;AO?a|4GWKTQDX^Yah0bcipVBy&tmC@>uTMdSo}t$7nSv}6UZ+i2
zfeF{!S!%*PTE|5uT=+!G*kH<#G~8ptb(z>@!pH2>rpAO%(+CZi@VnLW0&6y9=ob#z
z&b};l{!;BA-h|(y;Ta};tA;yF_$L~^SivFxy88W5%P2HeIIZDpOt|GgRD#?l{1y%0
zWx@+Jyvm4^{^=EJjTr{~R1~~93U1ximvh^-j;EOLz-i6@&oX6%kwO1CqTq!lJU*b7
zFEZg78onk9zG0Wi|L^xJm8Bk2g((`o%Y?tE;Z-JlpN7{)!B6$ziv45kyjDT#$xs-;
zvVW}-#NO)5(kC@M*@VBP;Tb0U9~$m3B
z_Jvwg#*Z}Tv)+V1tKkhMyijZClnGy>;Q0L|@m~Lbx0cats_+{P51a5B4QIRi
zPR*Y*+-k!Aq2cj;aLm7?WhD2>V608UQ%$(_=PK(mO!ycLpJKvq(C{o1K8tXYKZhyf
zPOUJ&9U2rU)0Kb
zO!&}WsGKY7#Z~>AsAcTx%~13&OT#No_-z_qWx^XY&*y*%e?TjL*n~gx3(fzpHD#1(
zBda&zTeOB6O!zJhKV`!AYk0tfAJ%Y5FlGEz%V;*?-)MN)gny^utfH?LWW1-cI^KkD
z)9_Rc@A3a%(K4o(D%5MZ!-ThJ_+k@YxnJ$L$b=`qui_i};sTqYWqA5#Fg8uCaClGO
zk;Q9s95CT!x2WYM6YjdKnsQdzw;eSN`Ey(|1Lp!Jyx_dL$}KhFVeM$9R_mC9>t@sX
zq({90A7a282q*cc3h{=FQ-%uT4S2HwpJKqn20Yt<*Zx8sF^~4u*r}RXZ@_i`Q^{#C
zWT?zkE1WXm>U(c09x&i)S1K+UaH|R_|8F+naVoCrf7p;Qz)*p`-8+JT2Ha}E2O02q
z13uV*CmV3%6r{c_^mbsJf(%22p@xR07;x=9Jta5GfF~HrI}EtpfEVaE@qf4>W3iqA
zJkfwJHQ-4GywHFr8}K3nKEi;nG2nO!P__S*zrm0(%22^=z(*T!j{zTJz{?EySOdPx
zfT#500;@D+r1oa8Dg&Nozz-PkbOV0afR8iawFdk;175G-kUvt7>kSzVh6+aYJ7vHp
z7|I6>c!mL&40xsiZ#Li)RryzQ!-kAWh6+s6ZzA*t18z0o+S{N?ZoC24-eXnpWCO0h
z*Q)fNYRE7emJ9=av!UZD2K*KSo@KzN8gPdJpJu=d_Gtb;jcmFhW3i#a3duQ~8vyQc^8n
z>VHb!ncHO{o}Z~?D!_LroNh=rA)RMPpGSIyA>E4f7DKud>3xRuMWl}!(pQi^V@UJ!
z1Ua71>LsAxJP=?=$040(NDoGOg&{o*=`DtIBGUT|>5)huHKfNPea4VZ7Xa|ty#$O$
zI^B?-h;*JIJsIg0hV(5+Z!x52Aid9!o`v*LL;6;v&lu7|9sqt;F9EkBoo+}kKswKm
zz6Go+tK`luoOBGPAi(!znETLAELdI|U`(&>iu4y5x8>DQ26VMxD@^cF+<
zO{Di3(z}s9YDmA0^cg)ZKt=We;B$Hj_!ZLWhO{5)JVW|Dq*oZyA0oZQkp2kieTMXJ
zkv?ij{{iVUTKXQ+(W3zPTYCxkFQn5A=|3Z#XGs4Q=@o|b=SXkqO^eqpe1_jKS^Vo$
z_vpjbU5`TQBeLQFNR!z9oCyirx=K4Gq)@fmMt2dc+JXV#0z)K>dAtY>S?zm
zNzA>oH>2An6hE~PgJn}@dY8w#mpm1T?2K&XPIPaI^>ycS-kvdIEYzyP7;d_jH!
zR+_+kR?fXdDVv%kTJFwFS~`=JM=V5x#n%nKDSRmz3to&73-2B=P9F}~r%h>twQg)5
zQ4xQB_YKKvy%evpACe<6aCfT4Y+~>j@wz3~@vrU_7c3b&e58fh+bzr=uq60j%wgpL
zi{0N}+`MEQzg{Vj7-J|iag4Fg!xBIT#f159IjPriY#4StjN^E%h>a0I7@w=r*
z`R%uhKl$4?cYT-~%*C9Tv`?(&)_oqxkB>DZ`$*7}?o&lKI+(FqumJ`*raT504Z)=q(k}
zMyz_7dOpUTxMG1uzr(4z1Cf#@#3&k`$+70l#);lQKJzvXU_NO=EDi90wPc2Oz9O+4
z%5mOcg!f4aO#T=eb7d;1Jf<>CAC=OMIw~s->wuM;NyA$44pq>GMI4S;_!Cza^(WOj
zK%yD}?ab%wF2e7ifKJ}wvZa;GyB%$0)=l#Urn2tHC?-e1E+TF@>ZN(6dIQIp_e?+c
zl75rLS&xofQvN!)w`iUZ%_|e>CM}mZ?^ZOk(mmb#614NB%ImymEEp%Mr9%oxo24NR
zxeXdn#8`Czg0LSfB}TVh6o2*T_5I3-*#+W>M<+Q)C|phbf=UO_%8g~DFA4syQR6wZ
zMml_Dk;RumgQ9_KWr|f|urt)kjbhHSo5psdH1(^rGLCtNYOQ<%{K3oOUkk5KE3+<7
z@dn44=4X@}R#cgr2C-pTa(oK$H6Ig^uMSvjC>%HIf30eDW?pkzW5gSmKgCabQ+#{*
z3jU5?i2RDD`73W6d~QWQ?ye_9R*s#8-OW2>4~ay7CO-}g+Z=n4$E+cJ#$xra0ERu6
zeLKyhhCKr8I$9)9j_N%iiho}D;)ra(mvS4=_umoTTbJ*t?u))9(TCvYGU^ZYhd#}rpoi_uI2
zbvhDBa)NzlU^6jU+!S$S(a0NGh_o2iQi2QnqzXr}Enn{4
z!^#h$@uJ-hc@J+5H6l+Tv9KuV`m(%0j5lCOnV5!dH){i{YmK;`+0A597^*4$yl5O(
zCe{`u4J)($2gw?%rWTmbAukq#MU(T(taWNLTpII&7jhXjWo2vk{t!_|fNt~=j6<^?
zjQBC|w33=hjrIQ59`V8AJYgJQGRtXr9!ECDvbF?F@Q@qUn0D0?npVkydghHpUS(xHSf>X%PSM#ApZj(U6up!yDMjyzyv~3}0h^)!;Jb
ze*N%Gy>jGESLLV(3ppv~%jkuaX+&B1zF5UEdjrZu14+c>e@yc7#FJV4^qa&-H;(0R
z1Zf-dY)ero^-|=cJaOnxCdJTnh>o8mr_ZH+G(jgYtunSpOlY`sx*+JY1ftt|^^{@=
zL;6hrZuEi~Y+&vo-c{PLh%mir;_yhlOK@1njT|0^HfWeuJT>ocvcdhc^vD&ti)f%B
zt=7_qh>ha%r&jZ|Z_|z=ZXmS=GZoh*UU@2=j~_3luSw^p|5Cht%~LE-rq0AYXF5_~_H=+(@zH>6A1Py{^lP
z_mYN_mUj^+XHCFiw1H-D>_9H;Vn9xs@-uQM~<`1-6gS
z7l~Y@_|`M`PgLesVi?WVy)j;E_h}C;08WSs%8QGh8$>G9
zEEYcJ7!4I}F5ee(l>+Rf0>67Mi*LL^QGmbQASSNQv&Dc0Qh@W~^7Z3JQ!9+Uq_`h<
zwMTa1GkVolq)8yf%JrkuLN}Ndqt||tVw@G7&(Hq<)(a;(*Y#p31_+PVPR!!aWh=VZ
z{T@{xV4;xrd!2$FJ?Trqq4r3;qA2g80hMF1V(xQeR1Vc|&^dIqiBLH7#FMGw+>Ocn
zJe5niHz;Oe6%hk2xxl5A2NJ*)g;Q?TQLAo)AjX1INEg1ytDA9H3^&LXUSvKYo%0Dt
zS@sg0bjZcERD8kziFs9^NoU>$FtUevpyGk6m=~)s?>e1=9_ID6YopsE{T1d7YZv)V
zGx)nI#95ot`Ghv{(M^;2M-#=@HjRBO?JZWWM<}lhNeMIF{rN1gfTddRpDc!c|_dY5=8Rf|WIxOzbC*e2wc8ypN3;Dbc&m=Lq-wk5i3+aL~
zzV>-Cobra1>f%DgVbjnW{X7KPCU%Jf-;u+agIlUAj4SZN(Fj-B7JM-iEZmJb5`t
zX@)n(5Ny3x`839kr(YIMItP}B@4hf7hO|)p-3zH?oSF-_II|rbo33>HuX(Z?jo~+x
z#vy+xcE2#bUzzodY2Fn(m)CF!ad7y`tUsRS-NNm>QVkPVxH)!EtV7PtWG!htb6Gj@
z)}!OaU7LT&oe*
z9;FNWIpi9opSdqj+_NQ(f4@~+uw^X&>(-qw{)S5tw{Mx5=hd4)(RvOW7c|knD9_h<
zzteZ6e|~s-E1E~1gyx=!bI9iWl2(!5x?)BVnxQp_jMbIH%)v8df1GA@7woEJY
zi1Hlnf2UR4y>)WpqMoX~y)I}K|G9M{pW76PhzY(xtcU-0kPa4t^f#fF;R)3F4I0
zCZ6Ax7<2J9v=;Dl_QB&cI*akNw(a~w6_+GBJt@P7Azi;^S=bthRM$f01|!`ee(M><
z^&_IhLEC3@t>TI83EU6jBiko&XTb8VkD6Ho2_2FkG=Z;m91_c?vfiF>!C@O91N
z;2o1k9MXy$RGta`50q!3ze~J#$8~~b)QN~ii+C6oy|jPw{>^|68s6Z4Nm_cC>OR8#&EtsEy#U!QQ5=BfTjt`PmuViysE_lf2SSgbgfq
zuaL<(J{*8Q>DX{@@Dh`QTSs`UNaw(+OYaZ&W#IRG%DjhyL7wxZ
z(rulX^h
zxw)*R-tsteQN_w3%oU`LRuyNZWU{qv1asj!tvAaNtxIP1vmrYeFP)I
z?&yPng}IhlSm+Xj`@ya5-Q8%zL(}Gr@m>beDNi!rNE?$kig&&;Td1_Ft)_5ltC{)i
z1kNDsF0=+ktf9ct%o3|V<$AUj-jR#EpSoqtb;L3%v^9qIl)V((q*1W^V#GBUzip_W
zi}ICMBCd?h4lx&P>>bWrdYe)|hw%C(kY}^86S+3l0*`^9J$OyF~Y^H*n|0{jW|E+S>ADDU=7HN;savjR>V@y3A
zJ+pw_dNo+Cudp
zLglV1z=s8F(3C4v1$nmc@V|}=NF}!Ez7dtR;+b`{WeTfkaXO}
zTusQgLarBZw$cSCvurwBYvs1@4nn@9?_t!?hh(w&bGcC=77JDH?-V|y5mmm+yChT&
zevgRZdR~sKz)
zr@M1Y*xCi$fE{z+a$I!xLkDQjim8y$W-ez9Er(o;N~AD_%}+vK#BRkZNK|7^+rSp-
zGuUlVhnSr*nu1uz>#`-TM_X5Z9&u4RHW&x#!_R5g%f4EMKS!nRzAB(*)B
zFH8NMA4)V{bW?CSa_B51Mj;#Nh?y7Ik{w1qP0~;C%zctun>r0&oA`lSTZa{-NgGBo
z@`FR%OA_&)-8sP`cTVNyJXC6%nkRS9%#&wgQZLWWlP^ukmzyC47boS*
z7jDXzVP7ZGq$4yghc@94MnAL-&!@yr@1*f)b}zW}OODz1e85_klg1VDGl+}S9d&zj
zATQ2)eT?9MwI+NSI7>LydmtY5I=Hng%(;qJ@-z2rhnPIXE9IKc@--LMb261xX48^@
zz&^=jf|py)yythYatSioe!(e|_NEr{uEsW}oax&sd7>R11}HT1*z))a0)==cw%pL;}`c#}|)z+4h$CWT85
zl|0M4g6kla>+_Jdg|;Bw^i-aFe!Wv(2w@U}Y;DyF-gPeh`0havvKt{}d$>VOg~{rW
zNtpB@zn#GBxpo*Bup{?6*5Zt3u0QVwMets>r#rI!KfK$z>b1WLt^R>TQe0@&VE2+#
zZo%_z6dZ6@Z^6)@_gX{8|Jpj~l^+z+sZ8S_5WNZf0MXnFeTiPN`5Ht&b~VxN(M0ql
zETaahzXjDaISgUWqG8N_{5L8OkN;(V>khHFd{S|v6s(W6uwx=hf$4Rc7q?U*1D++#7R*t>_4*r1nRBJ36}R8Xettbw`EZlewb;bc9K$
z`SavgmTVv9$lkI4y{Ezd)l~>0r*Z|)yOp&(!TXQttXv?!xb_+T&;>|9^Vz(bCQUjr
zp++=mmPY6(46KAa5V|(7td~$(kt#^h<5v^wx#wzP-LRD=VsCOy2DPVoh~^``4U=dd
z#f)AhnoGpT-b@iRoy$N?2y9Eqd{xg#Fs)=FpxN3|?hP*_-O7V*<;gbWQOoWp&=b}O
zD%Xy4t{~2^ehc$MZE@zdU?KFj{;jno7#mB)L@AA-U=W9XRa!%J1-(RJH|M==8Y?IM
z(otb*5q~HH{FPveaF>PwphPQHX?
zdJP((*(A%{eRgm*v0uVSVVSd~Z-{L}yp8bvKfHxTkzZ4fd(0g$an%@c0*Fh(A1)i(
zrLXgAti#!~z&B3Wnvv%tvw8+AZ1|h}8rwjJJgIn9mhb^vTR)O_{bn5Ol3+AUBY4*W
z%|^%BnPQ6zh_xY3ZUg~NEO0x~Njuj6Bi&e{uv*YE)ddCbp2^GP0$iTWW3{lz7bjV;
zQdqD$s`Y8wsEsLTgVbaea2f95(%JYi2Y)2C43xHE*=fX*L%a4xd93_7WsjNQ?>vXo
z!+va98V5@&HTCWe_Nydn-BaU#PUqG9pyVi-UKk
z2rHewuMvYM*RyK{^CtIaCr+Vx30p-Ewu%85+Y_ikp^GZSaWlFjhnnzPhI`zFt;Z#c
zePTPtdwD>94UKi3w*CDh>O?L&S|v-x$RfsO1O_$$Wnqu4klUTj!_m_p53p882T-U-3K}R)*?$CXOdZ_K
zHi%k#e>Dno`wgs|eBfy|q%otv!x_E^X3@XTYAyc=objoBs<4IL9O
z(ouCe=P<%HjBYhX*@2OTFv?JhL%xU+DjXQ)klh$r2qO(8fkPNw2%`-_D!MSrQjC~J
zDq*ByZKVDCj`Z3C75
zsc@+!5IW$I+AJZKyZJ9}-nAV#`vvFPF_N{c9>az$-^saz{cNpX-;F)IaEPsS;7M4+
zK*#_zgCX7`1aG>-C%p@6J`*Km-Olph=1S-Am3dCc4EJE&{7k8*CAtsO1_mMOHgYG
z#3_NG%^a?*Smf?Y0$g_JF>VJ<+rIMR%$_;h=8(r?&agOEQ$w`7BNMH&4H1sD5~Mr;
z>5i1*c@wzw4wLiY&QnB*qVmf6hz|cN3o6@Hn-e_ikjwi~blwduv4;YeYI6#Oe(sz=
z1V7?%(ZqtC+ejv_JHxzbkbK1&l6`>nlPvjiVL!Hi1*wrIIPxVu+7;`#CY!DtK0kM$rm9jT?5d`kUW{RrhcrWCbPez23oVa7Ez#O7JJBz
zJ!Pk5r2oNu&U=wKg#Zwuk1cf&QVD*=#8+PZT%3C})wUddOZ`YRAl|$$MaY0hKt7ri
zrlvj-k&yuo`5}l*rjvQC_}kPU<_60R&!GwYEn{(^Mwphgl4W6rzv;`FcQpQOrq_;jbj$Oca%x)P
zSc-5-;FA?ZNJ+d*{!2G_5oqJOI}><072~gik(N?m=_5{r8m-5bjaeJSdfeUFQfp*-
zI04}alud4r9O?xB+QGj)d}63pVlJJJVHoC%{h&m({Z!edTTV&?&5`LeIW#c^@c&*V
z2Mok@LmCuk3VFe)e76LL(~9egZE!e)TZekHiZj9_8J#mV;xX35CRW{*n+Go;PhOAP
zL$Eky&?n`vxHE|JKVc?c4F!Y?&iwV5CF@N7Q2i~mOeHH~RF4Q*CfHvN5v52OUSO9`
zk_4b^{WZ!45v8Rv67~h8C$>TJ!W7%~24=c1WEK&tQbf!qHL8^$j&RS?zQ?
z8mNVfN};$)jGj8`0&z4QL`-TTtJaBGziDb%Av!}PdL4AaNO%?GL~qxJY1P}^fp+nd
znSC#Z$Z7oyhx{po!D`Xw5w@`Yj5E6)a`E*<93oAGiNZ-SjfyUvQJ&NVnIR&bR})w`
zlvNA7J(Pyv*PedtgW8!m%(y6=+z#SO!NDD^n@_^0@}7l&rf`BSbSZ>+e7Sr#`M0+2
z7fw=`)m~D%I~Q@pEhsD{?HS2!-h7g@n3k32u=kU;A|5uKKXhqZo_qxI(f$pS|F$IG
zrz~kuPHQXz=$v&mL-ZjR%2|61f`>gqHk7kI-68)CM%@;RV@(@0v=JJro@?G+Lb^E~
zOB(buj-xi>R&%(sMk|m58j7i03m4bb1dXx{BF(jhIN%{-pv@sah*`2hYm4yrAZf1n
zG6h2~PIAiRM0ucUMPR8LY@Q9advJ8Bq;YgQ6KPtYg?{y#1p(&P;A$JCI6@0era3e;58-QzV_j(?j1aEI0oHv2zLi?_8u3R=C
z^l3NeYQjK@Cni?x7~|-sAndBl85Nl$9NiB5IkSt$veaT>EbZV@Q;WvdLsYF07_#vc
zN+v7=nCFx5OlcVw4rMP-i>NImt#o1y*fX+#XEP*pk_-;f0$Y@xSdn-FN5HTNo+~e$
z^u+Rqc0x_bw5kqxlD}NSJ%<>+`Z5exhefda@miz(90HKi!Tg%-Bh-a+`A{6GK(7i%
z;t9Q~!?Wpor|cO)dWA4MqJ9$gyW595WS3z@gjd(%hRpO?5eKtAD`Fy6#CJdh31p%G
z%8g6n6CkDwwz&g;qaio}ESu_CV3L0tMp$2lDSE`gBCM94Vo6sKaR2!gW73WAux)ViGQ
z{h6{0AlV8d^2j#+ZVox$L8_BqC*;^l_%O{aD=C>nqnMsHqryWD6f~oYG=tOz=C?}I
zfJ$h<3n01*8bA&O2`p(sB{bnV;G_w`MNYXAnm~RnX+x!^4V9WUR6!e7v~n)1MF9KZ
z?~+HdZoIXEE^F*bXDvn8qZXk<+Q}`4K+?`F2BRuM=Yeq;6$oS-tLGHsI8Tus3?LV0
zzem4|xM(mmkZBmmo8LKnZ-M<85wN|LJ2bV;D2xgIRsn1+Y~`wH84W|lXbNa;rfEo0
z<{zh75EQxxw+Cg#r}KQ|PW~KTJk4oA3wP+vK69Gr{}$!k7dRYfGrz3J4;^$S`hP}K
zsBtTBzf+zBZV6;u+D|9@Hi3nKhn(_wfD+dCCX9mSi$>Q@J}!vsf?rHF;1c#gU5E?P
zIZ@;3h|3A0J3%lx;&iQ$!V>D~YNG#Xty2$9i2e<=mOh4-jZw9%@JvK-eE{%`u3B&c
z>pCK?5~x)G>h%pOr*=f9+fb$nmWwBA*|-vq-=?-CuAiES!qI;
zijMRX2C7H;WPWMs9lmi|m^NKB)$Pb9KcI4efFrcC_h-ZDo*uk}a6%W>YzR#uoNzkR
z!}i=u4ekNP(MAlFzo956!ma0MG+<{Cl1j(kE2!jVsyGJ>@HtbjL12KvC
z99Qdd{_(flwMrhUFo?C-;GmIc)3nekMTD?A=Cv_MHTj$V}(bS}3YG_IpU`m23dAWC5gdNJf`~?mkvASdtZBvp%4m<-%=x_i|
zG#M8vsO4N_tsFS3PiTgteh(IWTmmAN>(RBJe}@GC9!=p9uA0JqWJ=x7uM3mMN*5RB
z??)I3zI78cEOTRFc>czz;h=Djlja6TcnP7s6lX-5wkr4seOwRn@H}fc?4I-Gk7~H;
zdUzEXpKyo1fLB4CxAk;x_ixrZulxk%5De=Cf%VwfHGvR{KNImzjgakCoNFNn8Hj-h
zwixF90ThvI6M$`9UHnA&-QpX<3Nff$h{p60WMCS8HweKotw9>4G2izQmNjjJ_-KsR
zicvO&m|U|%n!8E{@L>$
z=c3UD5JMnV=VPR)?{U>KRv0q;6zE!JNenq??+rUb63*d{M;knoCbWlzK8K7^<2Gz&d0S>JXD5P|-MfSN
zoLsPvt1f!k5f0@laY=a^{OTZF=XUtk(rmca<5~5tI4drSB`NdYjYZ%R7K)3jIc3L6
zL+dH;no59+QrxKwQEhj_VR1^+Mj|5#n(2u+Awf-x<=O~
z;D5svUu(GLYmM>GMWr^_?GD|&g+%`Y$2jC;w{L}GuxZX^nhs+Bic-#10JhuEK}QOV
z(l}d1;*aw*$8Xa~&#Q3!;G^|&Cc*y<+E0CztEO{Sp##1ZxhRw%o$Tv><9;yMmrA1m
z>&X9ZAB704=6|0Z6WO-`%(LR%^XEew!sR5Sh5ox
z>6t=BmBF|E6*^MZci43DsrMo6ffN7R=WyhG7w5~s?~l^)dgUUgj91~hp*5TNiRa%L5el4vD7u??Bnq
z7rAO`SD>4tx|1Im$H~7!rqNN)qq&EnAhtnj6+bDFSnvPYAhBq63VMZYbg|H{Qsx`|H7tiSTT#
z@NAcHOz~_xK%8PJ;WO-eMpez>smXnW{5%FiLXKTYb)^6)ZvxOrqk?53V^oP{mSQjz
ze<7npu^0}kTO$k+afhxyP!M=7USsV(7E`0RWgq9)7~?k5pJHm@?Jkj!PXVS*)N4ci
z8Q2hh^s@Xh2`CLlAanUNvGyf(BS;=BU2dbBu=+kK9r>MD3A?ZYc0PqI4jQ#G_pr8u
z;0W|vx+k_qdY9tsc5ma%x|}$0G6Gv6VC8IrjY!4GY%W~-CJ}XaYO84eAaBPMCX`F>
zJ7pWr8v|IIi?EF1CGHxA~V?ya&&rSW@4`lA6hs0}fi#g9phFAs_2Hi^UPp
zJ>bkQaaUoTQ+^W!Ux#}bIv0t9w5X9CpcSwSiyD=$x*|jljYL6xQ!o?1Nz&Epi;#Bg
zwYH+MHqAY^!_XkGulV#a*?AYG{(DB!or_dVnU!NR$w^hT1g_b$sHa?nfOAS5rgdK?
z--36)9&F=2Y{SytMfN{qoV}v>-Zxq=K^3i=KdrEK&pjz&9WPozcPlw%CqtVQa!9%$
zd~R&VB3g9eTCuiD+|~*wVMm2&$X?D>FGpY@g78@0QY_U7zCwO*u^iSB0R@5fYs#{S
z@D)RBj52L(!&q__snWjtIM*Gp)#q+WtZ*ZLAoBL$c*pv|j@`N3z|{*7QOc})WhCw_
zv@C}MTlEN6P4=GZ^2=0z@FLp2@1(;wf0U#988S|AWa}SAK&W-IU|5-w{U^@CGCj&6
zK1Q2(iaaFy14*2`75IJY^L)RDM_UEU=6QrWbhwXIOZFe7y6F5OOl*f`jGy*@6v?2|
zI@MbCw)d3YUN`1nk2=xC8*(!BjvqrI32dZb(B%*UK@<$a6wn4f0?F>cZs%eG+$jVA
zx)DANfK!U>+=Mb1u}53jC~Vq>wmi^z5xRLiB!8u|IZ?hDq2ew>%pD25nSnFLqR-VGZ)Ne|v_@UMJ%YS4!{EpaY(g0GB;%8I|OB
zAe=c0#}CUUv6f2~UQVMsnLOU6niy*xMW=yJ9!(PHY$0xxc3MXI6>4LPD=iy}?ys$$rZhV0V-%Px%z#{!;T>Q4<1MZ+`)I7Lp-lZY+md
z*;1hU7hunE#7oDTuu$FD?^PpCJ~kl0KQDsi2`3<$04b&OPg*W%*(6tn&V(O<5VS*I
zPhoMVGL%n8lN64kG9=l5Mj3sTbHikkz$tDwe)q0!c4c+jf=}aQV0t7=Y>luK9Z~d-
zDoFif)ujy?OMtg)OB>#9t#&=4FKu>Zv-rUo7=?$q>P{F1d@jyTl1+i24dlr{dO1Z7
z@@fhOA(#(euLz;du7}{gE`$za5O`sqB49!e1y)Iqs_@s9NBebqs1SCz9zoczV5ci-
z_qhn`HC?G#$l-k(^%>x6ai6Rt=S$e&dg$U2Jv;(E+%}n&pM-H34!zuW{)Ll;XqT4U
zxgeTOAp+YT**^_8@p2I30cLQb1^EF2wrVs&zV1a@{JP&vMH%4Y1)yNoudhs(
zPCMoLudY;60QwG;IfyszY5&;<8Mk9Rbo-|q;)amXiGv`32%!s_M2G|Bi5G(~S&9XR
z{C2Fws~H2PKzuNjKfr~fHv{N}qR{|DmfiisJvjC!
zi2?}>f};z|eMVuy#4Eyr$tPC_3-*+ppixR7If|6P6Ab9m1PLSQG6+OkOXJl7aSj;W
zQP=?Hc*F<(lCKQS-5GJQnB+(OKm*4HdB2*)%G)Xs`~SK&N1`F(ni(Cv(B@VWIXMmX
zNLr@NG4Ma3RXPuVC*4qs*6BQel&~0h=LLB62&THHan+tzUt7{Hf^|4@wOZN6g7;n#
zmK42*i*}6FAe>t*HfKa{3-koWBXHx#BRd1m6Tc
z4lfD0bKJMVvZHf`cY&z$S?CyBwd$fJZd@YA^|2%9h-NH$!4KXK-6qiu4gRuD9
z@w;*Bqx*xOaB?@ww4KH6PR8~Z-QuX}yuj#4VXXskY_jls@x=DP|IBz?Tf`O&KH&2w
zizaY~o=eAPAv6x?qaOhxD#w6z{p_XfFgvuLBscDFFpy-)?YO-cfEl8rmcS=W4fVrQ
z4{QT5aH8qlubxjRg{HJ*<4yF-h-t9I6D!8a57{c*gqWHiu*hX}YB
zfB}ssKQc+VYi%j;Ln^(Dh2-ZfSyB3U8gZ|ER(th#QsVNo55
zvTf*u=3U>b5=V$LWSH%w^Y|klmAK*oaba+R%2Ju$Re;_r6_WiMwGnid;vyV`hDJei
z+lCQ!VgzA~fY>QvUfaRq%6{Db`{CBl#9e0zQzs>GhuXAhb76a+Pu;s{H!uWSNo@bR
zuryKU6s46&mayyue$C{FP|7O-NadUso!Gd9QrcB_;q;T{2~O31TAvEx2)Uns?y~L5
zh0h}(FdgRyTy5dl)YKJY{{u!VG{7lSNS{txlp8J=RR5(3W<7)zp$T=G5Q8FNJq>}U
zt6HG}xOfo4=;&e@#frOeNBN(aAG$h2oPb)|>2QiJS<)sp2&yR^B+5Y)ZF2QnoT(+X
zb4UxqALBYjeo{8$O6D}ee35LNfk_K=!FGUyd*k^1F2pgWjZ*|)I7#NXC=Q_+jfG2x
z_OkFHVqq*-P3}KQd;2#C<*u++1WrR0&th7jS`zMd&<2Or3$mBVka9YtB;6;SPq9F~
zX>+VCs6o_YDa>Vuzw8<%sOndBf%OoOgkY9FhqFoeE?}OA+3}_%=6@;-`y_PS#c)9v
z0ybMcU6XL3jINZDKh!iyy?RKUN65BN=eSx*HYSMjwRn+C;vLz+eva&$2jPoHHy^co
zo8lbVp}}I}S7U{9c!S7|3uw{+OHBsePYxzJvZdqw@cYTEA4cML2-hK3{Ui&E5uQ(F
zNfry7HplC$@RzZwC~Fe-%oA6w%F0AqI!k5NWM!hArsI4~(^%C1hOhCUOz>UGE6S2i
zB8{@=#yhf+7P6#cl(9N1gm=oMPxzWD6fVY}QurX!DEz}jrEr$?4qsD%yaih4l1Oz|
zW%+?grS!WvYdig};A@IdCNx>CM+D)%uG;Y|6~hadHO1YFP^W3$liKNg
zt&?oRR%#8-aAfCT6hy=-{1v0jG#VA&+?|1Pv&53G6ND`MnhKQc`*e^u8^fbH{_SZ9
zSOexalvk7R3d`OOzPHWJlSdb^Y)F5$G$6lb%oF$>gWqj=HTE_5ZN=~7x7Un#2EPa5
zw2`f0rZzu(1gsHSxaejm)Mv1Z}<4xV%H6!CQ6S&HXeJS*_L1JA8^F2-{m
zo-RCBiO;-FU#E+HY?o*?Lso3knp&`vATen<-_TzG7^F+L(LE4XeTD8g13|rJl
zF*%%ltO4{O2>Dm60d#@%fG${uE@8FDU2xqRP@IjdL2%{VnguuCd6=w)K;BO=$7+J#
zKx1JR$V*yvGdoNsBP{@8aKZR5Am$3=6QSyD>N5_;OJc2TC
z+g8Dhgx<&Y8rs};68B%VI9n=dGs-s|!wnyFMk5Z=t7AuCA@FSl8kjQ3l^VtQ{xiHO5V(ZnMSQ+*{>`@?
zw#7mSEVtF*U)7UsLqRgRyX5v_Aw)d^cMk5)ruzj5Y_FvWdJgLQ)lqyZ3a6&zP@Kn0
zH#%kkMlV@7u~O0t8M*WEzBqh6>j>sO3pby5Xv3a%0eCuKxFhS&Fa8+;R=gxz$L&0e_1p2)mkhKe;dcvu(;IU1
zW}Nx0xGBP7HjS=T(ajc8MtZ?;{=IlR9y<#<4!(?Aug?3Ki$c2e@>D8)JuiN`*NN3~
z6L#}-e~`|sD4Iua(9NKa*d~yK%&iIC?~q>sMpH&pcWZ0JUfgwKH#LwY)AT4aF~
z@_x8vRDlYTX17C>r~=*7l@3~f^M{)j;fmH|Y~4nc(mw+Q^fb3co&$6+pI83JIBi!-Txq)Czji(KjG`*D6=-r0-%j&H*=w
z*l0pV??8~8V5grLEv2l+)~*$JBs
z8iT9&uHxb_o!oE7bR^*P{!Pfx8;RD^udxbkhiWEcdZd0yrNl8dA+CZrw)I=Qct9)*
zyo>9zU|Hk)xU>Ktkvh}aMrnmY>C524^HVl&)sMd+}W{Ss{MK!+cJop0i`l=^;&rIma??_RK(
zSU43NISP(dVjn>qJNS8`@9-a(d?WC{JGi;^>$;qy*qBtN$9ebiao$S2&NLo*kD_zx
zOE7k}9i3S*=fpOe%h}ji&L}Pl{~evzqr>UrCRRL*w`hZy&+Yw3mlh&Tou-43p=k8r
z66QOZIHI&Raa8FRNd93=9nE(f^6JmnygEVLpi!mPK_g1HwBbOc5EL;d^KvLe>tQ__
z&El5#lt&zQ$_nBoEu`sv^irP+AWcV{x4IQsj5
z$=QuD8OK
z{k@=m{{KLI7uZgMs}oNGX(XIJA+*>)0I6sPyayT2cKDx;l9D;jk}Y$DHW&xm!_ymF
z!2#IC4neRqftTNSpH-8+4#Txz52-f$Z~s7;1~>)QQ*fY>asW{enCszlIJxpeCLcKy
zvysfS1T($-eT4Y_HMiH4-^kXU*^f`WK(6BO8Y3An8|NEP5yB|q(8v$@;+e*&!b0t>
z9awp~5aa`c=@u~VR%YYRn^D4r>lr>rRdT(T+^_<83)baBz1T3R!5TQ9b_n5s1B~HQVQ}iKFR}1~
zmst5KU<+DeyzS!lvnfIyTBA=T(c#BMyV^@5dZCZ6;t1(L8a@$BA2_DZf3|`smqm}9-2@x%dV%3tR;&EXXpYJQc*gFusqEB{p
zAdFL!&cug49W&*pXjchI_k7}SxW5FLgb-~Jg{b>EV;r=IqouI8rDF}ma*Rft}033Y`dCyW~FeWSUTY5;#>+h78QCn>Y>3rspGhXaQ
znGya6ft?RUl4zwE_qIAYMe?_ik)ap5qeja|pX3L1gzwIl&s({
zzk!A%jV|4%t@|foz)rz{y$!tJtZo4jkmLr9R!rbNT;n3D$S{xgs9U
zMtn@1)^76uXwCi-Yqsw1rGY>R1F#NY(<1m*1QFkeYd}@>0dlA{eP&@U+^pRw7r`=o
z3BKfB8k|5*eVPBr}{>
zhx==mIBzjH6Sr|=n9MMJxavU|u?JwpmLsgrVWU@{j>Qb0>JS3wyAP>u)nM<$aR@|f
zwwbLMz;y3k=
z5*RnaJ9HE)rzu`fS|kiW5E_Dpd9Dr&amZ!(-HC`m*?Ej~J=D*zTcJ;K(04p&b3xzo
zppC`~IGnU?HI_4e>m!=Oxlbcnpclr-<)Ujo4m5b4I)(-Q;h@9EO8zvb>85-+gy1uU
z+=2+zP-vnZgq|la_JTX7=`1I|hdLLrcIa~S7KBTN9Cc!iCpn^bL;^T$hsuWP@KSCe
z`hkU~&r%59Jp7>VQrrm^bz=Lp8G=KjA)%{BLGxbi{7tw)1C=tm&`)Wj5mA>uyF&G@
z#Sy)3uL~}~8-Xq_(;C=`2LAsm|3A*YJg&;(`~R7_z`g9qE+Sk&5l}HVaK#HQ8I_v*
zQi@B8nwn;oT3%c-(-t04r_>Z&lKZ%!f>+H2w8fL)|F80O5l^-21uOp-1#7Xct+=IL{^S2o
z#O+Z!fKnh(0qsvXy3f6Nn!^t1=K|*JeUb@qukxAk6WgtYml_Mysas>dTIo}~;M+ua
z&pO0>{>*~oMOfj0(Rg0=4APv`JcS{+q;tM99AuhN4_)_B2_0P7L#$te@wM8#(!+ft5E4kgvs^SJAmr*U`t|Q5iw-?Eiw@
z{{+k+xI!J^XbjuGA@w+nx{ceYm+gk3TfHo@!UQKOAO|^MLwdRt&&J?i$`}U|<+i+Txm3YOAuFu~A8;xY)
zmow;^9i}4**modY(}AMFa#u%bejh0>v0PeqZJ53zP>uwVTp;s!LvKJJ@uoRRy1gm&
zrDY9rc3cgq?_0d!+ZLGFUq^klaxJ{nY-PTSH;{9hobs!ob@BBCzAnJ`5@6Sz>aK_<
zMhFeQdPGDWL3rN}k<{g*0v%X^P9>3obXd2?nHJ_U21cG9>S8OLv?K!O?Ci
z7E+8H^ahJ7y8
zgg}VTmH_4)&UouqVMCr^STI;5sc*%3X|FHx`XgL?&zu|w)W@S-+%;4CZ_(8ISP4}+
z!Lu498>;^^d}N%c+OIMmVFTJPzUS
zjj;OgLjz?L;_&uVV0rJDxeyGpTU_>LK&_A8Uk@@;A}a$o_~F25O!d+#>;uGL*l8^zV>&
z3*{vR5`>RZg!Ao)&|2psw?XCPY0`!%C1rWZ7ZJ`i!nxk^d4yLZTsB2-navw26G@3h
z{0ak3nU~taD8$K#qw4{*IUzR;g{bgd#FYosHpET|)ZI5iQmeKg!vd-Rg{TEpu&yLb
z%fV5hst#`9_9Q~zT;ds6G~K&hmcH(GjA-woY>rYr|=CIU_#RyG_x
z*aLf_wU)WfR39_6p(VMD4nk^jK<`WN{Q$0@h}jf3L(2l?696y_0B&B^Dxxmeda$MZ
zE7JNSO%3O^kZ&T~hw|!OP8RsDAns|z<)hIRm+kDKNE8Mk5|5u$(Jd);<2Men+Ye+1
zguNLU4tR5cWNR&V1u~;^-Q{lhF39zhFJPCF3a<1ly1Xp_Yr~f)w?nuk!gUFe?BTGe
zDEoj!0;So{+f*VUR!O#qb-RiPrzbL6DI?OzsG$6NnCd<)sk>MjI+f5)Bd&>5Ro28-
z)d~3nDgOyAAF*QE-_Z=9;ZPBH8X9h}+Lp*`$1z7>`Iof-njsR;80uZ>i7t->@kA=`
zBfc6yh*k(-G{W}~{?QDVGx!?*05n?gl!;Ehz}#1R!{#pELjJ4BNA$!nwfzzPQ^NQg
z-SrnDNLyKkc}vCtbemnJjVLeGZ}){KZP3L@%1g-ivkvIS5~+%|Oa_dfk#cn=~S;Kt;_d{C91b
z)MskN)?GtJfV_kZA$22JM=BY2{((d<
z#A!?|K$-S~y+))XqU>?N#{8CQks1WRxEHF;jN*7%9TFU_nsvTW20no)CclP-oQ8-t
zCm`TTOR7a*WQ;*g(;xhUl!HCWE4V0Ao-qr7Xa&I
zRu31|tMd>R!J>=E*_KMt*jmp;UMMXSdY~*JNoCgj
z+CdUvP=itcgW#6gag^Bv&LZff`Z-icQzjXS3}32%5FtiGzCI{UEo2Il8vzjRi$hr$
zsB}fS7m*f^a@3n-bgOr7-y7&5LWmF~n~6Y(=VbGY*`(T2*e?V_Ty8?Q<^pk-bY&QN
zA&JH+pW?AdkT_Y_9cUaXQ!l-#@i}1?;mD8fk4F5jsN4c1RK!6W^&+KZ=MiUwy%8oK
zQ8geuwIN-7?eabdpfrZ}^hjfTNLct7#G_>lky|4lOuQ3ljQ>RZQRrtW&4MlTQRt6l
zz|eupbOk6G;oo$a#2uf)ETiErgZ?k0su`AJ_7&-
zLR6R}AhLp^|BFENbS0mzcI`*`GIVbveCwm!myb1O63RVFXQ9g3v!F9O*7XliU^#ww
z|9HkhfQ<@i%xC;759yS)(dZE{nhn$=;02^;9`rCiP>w)6^%A*-$VI$PNAk5G
zX&JHYTp-s8Us}-Y1ayNAoOU$la3)VeVjXOYZr;EP7C?fQPY1B3@Dm8rqC(}D8s*U&
zc2wRQ;kWf3D8pICEW|ZH+&silrA9;1ID6Ht%}{#-Q}SR!EhcY!!~^KE;)h17fY>Gg
zp^9j4N0rjJlUVjD;wVfrCs_Y)^a|0CCt!FWo+Ka2Hvr*U+QEHtBAyY*@Pb~LjxtEJ
zN`t*KoiYy4TSD|e0EXae1`xM8$YlXJ;_XyP%@iO%Nb?FvS3k)`4>czFVSZmZ3Hend
z?HD`4l2*5ldPQ}yKc`np<5g!!Fz*)LP7M^;R9t?c?~7*`*o}Q`|Dl1oBjE
z#DRCHaZx~sdV*xa0HjlX^@;$9JxotiH6kScQKHf1zhm!C+pv1bMAUl?g>Qqg7-RPu
zcs>>U4e=x$n~{&g<$5LP4Y?^Ak*9~(8}XnY@_-bAZl^rw@FgO=y$X_#^>WXXYT6p4k(@!BkPi3}0v)xlU4df)01i-=BU2kavA-JEP{~GI3q7v&eC;~L
zD;IFc1RF2x^9nQddmb6M=kXTuX6iTUGO#wxMVM~X(Q(=w{BNkksXLTq^X>KITpGV4
zKJps%>n*RQFKlgA(iezLL1FSCu>uY%%DQ^V2NC}#fYEZ@2fyC<^}_F2{EY4=Zbz-8
zORMUvcmXY(Es;ERrs=nHp=qYMb)QK5Zq4nqS6!pZ$1fo
zj;A#TCLuWQv%^DW84f01?;Elz=ntD?A51FyIt%`jvy(;YMZ_SbIpQxNo-QJ)tpMT0AT?
zt^<)kLad#p99{mnGYFTZpN0fg1F!YLI5Z^e&H~FKjO!V+>?p>MuE`Yh5qJFnNIjpu
zQ+s8|6LGXM_UBR?y2aH$Mv`3sgY;u`-6kJ!Dgfse-30&riL>bBW4QkF3|vbFtU^6>%gvr7
z)EYx*1zb`-{Y>eI&jgGz`>@oi9}v;ngbQuEx;{L$&ZkrB^T>o#>zfx-)e9r^rHe(&
zqqQC@LQBco@ibbR52UEaa?x|20iN1pRG#Pr!*mF7WI2k*rv(tJqPivYh6
zm+1(JHAuJPvTQMkGbkj0Of^I0e7s3PXZ2VC`!9l{*SqM>!l9|cK8Howm!JeSg&@W0
zPV6g28|Uhw%KSQ*K@d=zItOue&(~*B_#3?p&e>;B7)sNg7!!4WrYlX0fxvIryJbO{
zN&*Q4#(tHg!c_NXx+c}>RcobS#2Zh=l9j@C04L4GMtp0I;PrIuLT~o=aA>ZbnQRM$
z?|(Ld9TT6sv8LWn5RbvMgknRE6%X846Ym&`!h`J;bzihJv&gVeMA42R6BWSPh=^iu
z8Is?;ASRgEC_d(bIB8}HK6Go1I96L!{@oejW?`*-mYh~!pK3|YK|{Y2JuEEA{-+){
z7tF|JL(n#A`+cQHVcRr~DoK|DVdAH_A8BPD)YU
zx9@R1G738OKTZn|cNS@{Q|DKDveXz>vXQo#78aNEI9^BeJY_M+)8gOr?9=lUM?;kl
z>5Oo1uEp&bP}=c~74gMjm|GAROr`0MF)34
zxNN<&H!DVJd;1kNpWN`Y;2vxOPdY6od$8a(PasbPn5P9#M$uBBlG&-$_Tc1gb<(Pg
zKgHy@2Wu@~ye=)Hbg{>SMLpTlSFSKgRrLYj0xB&7#-x1<(gEhfkmr8_w#5Ku^<+^E
zbzn8$g1w`LfM=ms0&pUo(KE$xPnMMSh9~IRcpZE_S6>HjHVZcPbbeUTm{c^`qiyXp
z4NVr8FU;q1i3RF?kWCRY8V?hdsLt2gSU!QvQ?&I!b)~}U#Twa9;h6~-1Gq10Ho#j(2g%gB1{l0^-M5qu(h|O+Tb6U7A?e$M;^MgOSXn}
z@~0v#N{8)Bje@}v#KMXFjfA?h)C`1Lp;v0aTJ-TKjgK)(n*Zx+@L+LlrYh@6C`u5P2s;0)ITs-njmmaneH=&mep7TBj6rE>3@
zi7}PNWANSUncA293zo%IHEl}~e;xUYs~*iyZg|IPV_qPB^=8)4H(rD2G6*A&5&jJS
z{WO{^5aB);qDhqcnp6c2Tv)c=B)7u&pF^BV16d(*1B|t%){T^F0HqvI%0LISt5)Ns
zNLh^=ZBo;lV904TMo$z-#gXzDl(#}7(;sm}1`_PSNEf|}delV{hkRK5q|I938eKdr
zn{QGHao9|0St<&d;4POJ=uMd3s6%4q*zIR6UFsoxd|8TD7#h0^CS%lTVz4i3)W`=h
zwBnq{vo&=~yo_3~;K<1;De>#4IB$Yn=Sm}OhebIdC>mt#Qg@w&O
zRTENeKji3Qg%LgYOIZwD@MkSrnRiNz@?+_I%_*_Xk45l>r^HD=mJsWEim(b+wyNKt
zN1lPD=Wyvo-&l7MQIBFxy-Z4F{UVs8M8
zj6Dr-nGh_-r%AGnNktLpcj`~7emdqJ^~Z`*Q60egx^6_?4AHrgHxw&^n6H={$RZQs
zz+oPq<1~>R)FDxbiz>srX5ctAHE?C@DOJroC5{KO#Szm1L_$TObt<}vxj+@QFBQ{*
zSQ>w(RO}97Ls+Ts3ub}AUMP}$9{*A;`mkcm*_HM42=QWdXLTrQgs92Pi+_tG=@?-mT9z
zw?W-O>Oi_89&$#JhFp-EkB;ald~3essPR=FWvPs^28fAatli)OX-j)K22C5C>n}IL
zcR_BTybfB661=Ff1z6C;dZil6jkyjcP@N{}n7o1SgV~214=@DQMrn?o(DhnAY9Q{1
zvF1GH8FoOyMUX)&J!ZAK4MbUxoPgH+YHx<^re^BU?&H
z`Zi=AHRV(nNJ_%D#>7rNm~C=AI06si5=m{{PDg(3ek~3YByCi?w{hAOpbx$Mbog@}+YEiJj
z)&PA)4#I-eyU)Fk!LJe>Q^dJv0r87&kGmD(xq@$w(TrR&!CkIXkWb6h@sxUDvuMVSU)_k}`gaR){!rj;!tn{s9M@%QjCBSgRbk<;$
zHM}Aj!N`$8{KOX<3NK9d=zS(KHja9lR$7S*Fz7%s(n8FWyDH6J{6kh$M
zn9zmg^gwNn7+`#ZXi>_JAL*}Q4s6u$b3q#BkF+F3Z%G%uB{8C_ja_lcj>=CGty9@T
zAMa4vD_ru&t=NLC&(;^i(pZ$JNM+sm*9}FBG(7dZ+^aUjEpN&&fxChf)7V%aS2$U~
z)8x{Eyk5+`M0D)R%AU_o%ZOFmGT{pdqUb&?%oNrL!uIEn#?1}Q>U#!p;CIl!#>!Js
z#+aENeS-SY1;nN}$WiCU)JEd9ZtSQ_!Mk%~Mc3}^naJ!kYZJMAXjb3J2HfIU*^2y8
z_>KSExve|v%$j6dMuuyLR<)cwJ1RFESk`j#%Fl%VlWYzzKjK{aBujF$bMU9MEUQdx
zcf=8R4x@0H79M7VZBhEL1t
zJs!Nj3Kz*0FZAxa4PE8tG(6pdox^&8Z$F%yxqX^#_qjb`9PVoE>u
zm+*^3&`m<2)LWFAQO%QBqKNL_)
zb>Vr%IVp1^d_JOlZrvTUqFo8fnJ_n+zgL{|{@iep^gZ(z8~QUVpII!v=#NEcY_aek
zz*_MkT82>rn19%M=<8{P&!@!&U86qzZce-VWU+XE02`H%2>1`<@g#ggF;q4dEx&~B
zF`kNVR4l>o8Hi$5sb
zhO;Qo0_s1i{fh&l)o>Qg2NydB4riS4?+%EeBUl(u{z}Xkf$7f=i0BL!8~fQIn24Z8
z+Aq_a;^pgIKudwjLBx~0v9cpvt~wzmXRzQ7MTkpA-kuOw%CYUHd=(v~s_lrU!_~0E
zI0eM5*Q1ZY+H^=9M0uWfNSw`J5n&%8e*?fFv4Fu`
zi8n{F5VvQM?aD#1aumDGBM&*3j%Gs{-+5469Rr!7|Vw8=!4?hv3PO*!-HbyIM&ayHT8i7PQ0X?
zkpp79)s=W;Q#o}==0D?ea63Zu&t&1Qr+`SDxHg6bh((#~8P_~D9Q7g#6>#%^k^g=`
zoE^`4^R20($pjYf4IW!*0T?!9{6C5cX8Hsc&YwCUmQG-!T%V{d?)nOAA#4-b6a3zO
zF>NB7%m#|`iEI^j?iX`jV$myJVQnbAu^93S^K@N~#>9zNC$gBJms~UpOj4ec5o8|J
zRCbXEc%9-Qu2gv9l^DE3hOhcK)p+QJGNB`??w#hSIU>olueijd0!XTRtvga5;HKf;
z3@$woUej5oYYo=bYVp@m79!ehVD(+`-dmiDNZH3?>{t`kxd8f11~%hS{h=bf=L;^EZkbu3aH|%jhl-32em~C_k5iY^W_A#;~?(#?|v#=H>;Dn_O
z9cmc)vH*|rG3cHsUm0#pR6y+RiHfl>KyGUVOAN^_mmh+B(p73d0|ZPhiAOJ!X@>iQ
z5vQ?#EINdjOX+N%!pESOfoi3#Jz9!?96&kE57l~8Yvm;=6+)C{;Lc$gO>Q7x!w_lN7w_nGii)bQIo`(beSf1CBN0melh#6Da
zEdJv@G4>TmaJPe2Jf#^2B*DqIC3)`{uUnYC5PokzPu+Ed$wZSK@|%RQ&og|J>qu?m)#X%
zZ(>pZ_O9srCi^HPJFPfQE|1ZOwRDfR45sZ9d=5(s9&pQOW}4&nAaLOkNAh!u#Lzjc
z$H2KonzB922H+!xLcsESD>NLD5bXCt3}jBwc)yyHW}q;vJ@7H+jCei-ljnSbul*w~h3QG_p=dmUp9(tOkNc=LF
z&0`M)n~&)KP;~(IQz1nM!>uP9%+6?OMS9wgLXMNZZEv>ztmaM0>
zdyBoynrdmDdYXHoIQJHd2&PUYm6GAwfYeTncL|?`Y?^=Z&KePg3xRa2od$6KPO)?$
z>ow}DU8;N!@@o&S7NU%V+>-*hX3VZKtT)pB6pcJ{+o|OFG}1^{LG@5GgG*|JdRB-*
zZVOlhyS4faQfA^CS|ob)F-3@sx0y>AAxM0M?(x$7yZV20n@JMkv7KVh+iZgWSRlzl
z8a_mF)J}2lZA_&;J4MTqD)q)K(1=y3zYz}IET&V2<6$yh9rX5^gSm07W
z822#aaNIEBB6*|>R@wrLgky9R%6B@jpKvrsYAo`-R_lzK{PzYaCy)nk
zk3P6PsGDOZZj-(~fjRDtOLM$7nLBRw?(VodqN}5NN~)v6+~XhO0A#sJYPX-M0jQ7u
z|42xgT4@rqp*#Bykwj6{6WaZ#K&6kGF+f>?@1>Z%lf=(I^H5RtKFj2T3!Uj7fJ^YZ
z&pH>&nALnhl{mhXopT9uk(P=49M*~7^ANx1uz~D%(Rmqb%@&HO%h;#<{7#X$9J?Ib
zO|ft}OYups1fLs0`?_#tae?@DIe5(GouZn)(+fnx3f9+uL;+NC9SuI%Kp9pb-e19H
z_?MF=syIQTHe8zlUkes2Avh8FwKH3zOt=zXAO;HXKKGmA6T#AaO8!Qkro>0X6;>c_
z3l{Bvcl)FD+}th_K4iOj%6)O+L+tG~ZWm)eVzI%ikdNTkj5fC~>*}hCZtqozbsw=*
z&ur;RYxO2-n?iB*BbJc30YgT6hefK?0}JVT@2sp~(CQp(Egxf2WqiHPvbEl#l@Cny
z6Cw&lkCkj_hj}Qop02N;(UGj-yRqYbzR$?_8v_te-#bRBb1)M@5f6N+)WviH{A1+#
z5`*$F>)^Tvd1S4QH$H}rX-k2)hq8Qafk<4#B9a8s_h1iLjJ8WhTgzm_hW~KF*jY}{
z{==tD8<{M`jLz+65%bnSVwoU{*07F|823_r+)L@YRC{ofB?ibVt%dJe){uAKB@)-N
zmAqYnIKGzk3ckBlCyGd%qvz8t^Kj+HR*{&?hQ?Ze6CD82mVnM}Gtj4xS8{Tv*p|y;
zpSXp=Kk!H&Sd>b{?a|9;K?K(DwkSuirw}fA?3u8$$U(M@`G8zer}s*?iwSwGp>JuL
zwYgkgV^+KLV1ZbX$0AY=pb$L)cgx%poDDC=PYJ?2!Tl4Ctx6Yzwu6+n(X>T}akK|d
z3X2X)U|Dc=dre%=V~I(v|DxF*tV~B9Dr*4}#E$6y=YTUq<*Gr-OKLi~y$@9QPBCyD
zOX>a=>OYERRXm2Y9r1?|4~|}%W=nX8_cU}P;Y(I$>UIX?wntoB#{&42?c(Y>(ot*|
zZtGdPH38K%0xIgJ7#f7xZrbjg!d0e*3Bqp$3$=$MR~6{Ii!WX&0sWU9ag$%&r|rkp
zlAytEc!N4B
zKe85>mC>5Qkdl3N{Zd+8?sNTN6(wB#-fd2nt*#|vsYC|wgB
zgB9nN8bP-SNlSA3`&7r{#uaC2k40WW5LiKikhBlLO
zgxoalMRmELB04}Chz=!c6R3_Tj0Rx0oj#>8jH!qF4{1#(ZsS~o|gxtmxM
zUugR1P!IkUAjCA=EY5DiG2J;uRBr;q58N!0@>yDs9GrL)-DzS#h;kNCNes~Bh9Koz
zgf+P#NcqO7F-DT_f$pJuT1J>I-7F5~17@eqIp-Ed@HU%8u!H@{tCXCCx1)KblGE$$
zMA2Vi-T0?l#7YI@P_QNE>f6EMXN86O>{qmY;eejEMexn6mE|VlaxkviPPflymXY`#
zqG-vrVAwU9hA&{mS)e5$MQK3Gd8MO=ZA|6*;-8M2BEz7SP%O>l&rJ
z3zIiuN!!7K(_Mjv8)X;{6@0bCYbE
z-UNiU3hsmu!gmnH{-a1Ep8(~YLtNj1M*YJ@#7?L*slqr*D%fUMM>&oiZ{sAmdPJ%N
z=bG~0uz4q##2QI4V@wWuaC3FOn7orU4nU8!mdm?HaF9TiTa+iaicfa3k_H87xy@yD
za{yvgbxY8!-H4Ie=WP@7cCoKJsu?K3DER~EDIAner{<)rQ2Px))N}&~0F2ls78kO%
z%~b$(6Q2bGibKI#g%Ct-P$RWPWNd{>=I7na>XY#RYo4xrf8l}faAMZY%g?EPD_Hb&
zGB1yGq?6Wmgd&DJK~ByGVvdsq_ZXkAk<)g3dtvOVeIxGP?9EhLx36|%7Xyv2p{YH(
zTT_8h+~-K6l_(G8Y>GJNWQpz#Q3ui3eNoTJB6%8BpTI2-#PB^V*srBt(`)z!qb9N7
zJCtgpvAo2bG7<(o~;i0@f2#)G51;mkk&{@Ldgl3(A
zEi5&7g^p@ng^~P;xVndhbzb~Q9p#X@s|uLx7qAb3{Q{Fmfv#zO#-QuaZD%R%D5W*;
zD5r^$ds%=P!E8&3j~KC+g{Htx;NJ_W05|?$(<&{?JIm_`U~o`@<-PyTC;A*`)|B62
z*;Roa&jf3^)i2dSeRk93u9NzWXr21)@93%wOm{Lly_P}z?rAA_JNHi|Efv&K=`
z#6oa`5JDVk!#!Xc2WpD6MFtUA+5W1v^rTf?y<}29r
zynC#(bHu0Y3UkSBe}akL2Uz*T_~e7^9OK8C2qz#bY7S1eH#koQF%;V$OYj6umxUt<1R3RhiD(iMKyvQv)2d!yFkWS2Xc(p!+a{
zErsXjEZ(CAv_!JVsZAo~bM`(zc~_kL9IV@Yy}0)|>)~=|T}_C{IKix9%ops5unX&I
z1WjU9V
z;faI1jCaoyD|WL4udhK|hM|sVc7pZyUO~%YjAlrDOT2f2#qiyEV&@4K?bp4A+6E~u
z4|l52K4IzNY7HbBAlsf2(otk3%io?sfBt%uz09|)7Xy!hseavAEIr1OVlgbG231=C
zLt7LdrRpE^RI2tW%&ifx4V4_zvHFXQV=OS?FyO1JB-Sv3G6}sw<9Z%Vpey5=Bp0ZZ
z+JS4{gI9R8oR
z&fUM0A>59&;=&&+%{_N5E^IWw`>Ep8?<~aGt%BvUh$j$Pabf1^+{4sE@KsVT`v7qEL@|F8|uA%m4ppie56epTPDq5#2S(KH>SqUkHx{i
zG5xlDEYAMT#t`(CjS#Y3LuP{RW1}bClB{mT*3M*l~
zPzdmqY#~qoSPZ|0>biX_W?X}&Eb(J;@)}z_s>Q!ln};~kyQ=MctlDizqbaJQqU&9k
zBkp0pJeGeQ2IM-62wd{9)-Ugib52f)_4tvpKwJO)
z$KsP4EZIA&gDQuTN-AxQsQ!wD*@N}fo|as4OUAIdoIc#eY4jZ}wxUahhWftML57#U{!fzE1
zI&m9Ur9xQf2~q)IV_-iO8Y7*;+Y0h|H)+RgxT4!XyZv37KE)nz>jGfs@mAYmcm|_&
z)51cRxX&GN_Z{qhN5FG%gSnA+MJ_Jn-^ixUr+>%(J-r2@`Lj;vpyS
z{PyL$trxAtn$h3Tf@iu*MaHnqpkaZEuIeT#`IClkujV*gmt?q+^$ZPG9uw%nk6hz*aXvc#xzJF05p5eTch3UJ9+(R^AsKE)R&`C|S8HVF|X
zznnK-4D~ocshC^GR%?fL{;SnPJ6^%XEF8?yccmTnI)_(j2X<#yX$N+rRuNR(Ct9r?
z*p;lJ1H0bh+FsVcX}QVFFb{pVey9kz#g3VeL#j(JF*`5bVy`kjcBL442P@N{mChA+
zShWie`N+BAANDrm4zn||n(a3EoWgor&$d({8N=ZU|3ZAQSAq1K)I0B@bc*dwbw0^?
zOU`EqG0TNJJ)Y|zZ${RM4mW2G
zjvwESNWp?qW>3DuGVshYwHG1Fbwi-3FN`{lSbZRcbUrWHo}q{@&`a+6Rzy26G!2#MmU$;
zppeouT-mS1sW=jT8;m?E94*gUBMxpjbl7%f+arkpbQ?62FB8Jevh1*Fc$UgtI)<2F@|U8Se5(OuW9cw217q+)i>904!c6l7jeR
z|3*2W`4Riz(lj!GXJ_@b<~Y9%;@eET%~CP1KHuw^ot8y1Xn@ix$Jrx{*Jp@PZ;b>f
zmzIhN4ftexE^T#eo#bx;3w9mZ@$igAqd>@Cz$R@B;xRu^H^p0&GfQzofif1>=@FAj
zh*2<^q&&4IlPi!{En7^Yk44#Ogfq18wxu<8ErX;*D9EsmbLGQwqA
zc&-u7Ae%Rf@}?2C;i3rodZrOBrt|>iRU@2B=@wUdDP0sF#e3}OpNByjF){N`o{3NU0@mRDX#-&
zcu)tb1dC#2UCx$4IW!l%EXtNb*JHC6RJK8PN%H#9l4?bc-XOP(+5B8i=cn
z_$|+ZsDC`=G)%|5!{TaV9*+pCpBxQU^s>WZO#+V=-D3HOrVq1CJ&emvky0`l)nef*
z%mc(IKQEc=!07Jq_`~94EPp3Jjihcd64DNf2~Buo&(f%Z&T31N4vUpdc#OAKZQ+E&
z;&>B2rMZrQ7wVD%q~!5fxT(G~9=7BRPpJ_7QyPV9BOJ;K(_t|-j$btckIJY;v0_*}
zZy0d=b7-mD;a?Ah)P#3q#gcd)>#hUdRwDMr^B8v>#`+TRdpu8$(|aNZW)A4`WRfQq
zovSILsv%!cQ?sKMpmRjaWK#fNSR#fd@QwzMS4*h7`gyPRlS$8U3sd5S5>cJNTec{T
z%GGA>JS02|=+^t@WIES?wnKxO@2Ad@3rO!?B8E5RVf@WwVpdZgWB&{lBAWWP6^csV
znUhBXp<6hMO)bay;(SSd=@8=YnAI`KEvq4rm7sx#M`4A&}dnv+F%GhVOZQ7?HtINE5*OWuI*0&6&K6-sg*rd0b6
zoaxQDnFUeL07+89K9~(dMkp+g6pP`{@KIq{$FtL;kd6cBMYQCm2Fk47;*}eU#kptr
zP-mw^o?+q{?~64pd3x}(@584a)sjIsBZz@VDm~wKR=4CQO*GEgQTx5c>9)MR7AW%;
z0ZDu)2hmSS;_zQ9jR
zX~%=Y?jL~bM09Ogh)QCZSsIDmIw01x<1Gy0`2z-}?Re*=rST&pWDERnN8z=CchKeW
zd4X~?{!FNL#mqxu?o98va$*MFbkI~`SK%8@lk^*b1o_s*;gWzU##lQn1tRo-c
zt9KNcCTF-v$>NErJW#Ce$Xm8NT1&mLl={0l`A|BWDuLNkS7V<*b>KdZHbM;#i0Y1f
zzA>j@ce}U~@5fj8iSwO!bN=Igr%z`-o7F>wns{r01$kEA8T-Y`6n==8hl*icc!!{J
zZ)ojV0KM|-5TIubHK
zr137z>p-1DMXqR5`QHX|#;0Os8js{)XrHF>q1~6qKGITpgRn0^U{8>6(-fQ_{h@)%
zz*u79Ra%0){wsfvPsPx#V21h-bo^8-?8;l$MXD(vW?ZO6N~MZA)Ex7v_`NG{5?F_p
zgQ*?o&B}Me&$20s$YVQWPF}8q){&}=YEw^T{rmQb#oc*Bf2`qHnt@9J3gm)s
z|0e3y=OLoBI}ZrJVnsYZ;30vo-6w8$=g<18Y=;tvuovwUeS7f6E<}uCb`M@Z;
zA?GJRS%IDL(S@uYPD@Aiu5
zr}#L!j~p
zm9rN*SN7)DS*I}z^)B*ww2OAZs<+r(O0uFTX~w7B~RzsoU$5oX&%Nfk9*``C!CSTrfJzo0ei+AA}6qRXQ~i=ESzQ
zL}Gs)?^0T%G0Y(Ga(^Dm@9h?g`}4UjrDqZCI{)j${0ACgMZ9DlKmT)+tr8Jpj
z3|v|%y|d6y+@O5Rc8lnNyqfpNcMz7?&b!5&LA&!V>JlfE&K=9N>$#d
zWH3L+pV;FJ8^T}UBjJ-cR2K6w7tmZXdB%PPd%IB8*3=F0o1xRHK;NrUealEWe-myj
zj@H9@E%25Q(P0?kJ3I2BZyR4zQxK2)g8B0!?qWBWEq)lr8}SYE=#u2(2EP(Vca_>?
z4)1?@La#ojC#F1edOR)DC4pl7^ZY&62jE1KIM9(rdg7Irgb7H)RZ2191-_>#c8Z>I
zDrEDH^J=f^(Y`;AR;y(J>b#~Ko$nTkwBbC7@7N_~4d>Tz>kIP(n@}D98YZ!0Q{}h
z<|J~=M)Sj}2^%C|i!PZwh?`*?mdQVLe^--O&h8Ll%j)`Wu6qT&S1R(5*2op+R~;1
zM=?-3M=CgQ%wASoYwpXa_3C!9?`8fJdQM;Be%$UvQ{7kx71}bbJC?z0$OiXAu%Qi%
z440;%`&4;~L;HHx3TT`Zi&d$dsF^z9=372eC9gaX*jB$3Ayb-B1zqapBcH_!tXZQZdW
z=!UCJOitL2BjOlad&(P#%Q;!b@}lp|q5)6BZEhdH1DhxuNvvJ(i3VC)5+M)OW5Uhe
zJ;aHryq<`g&VOxMw|QsDiVLdG3=b*Uo#DwoY#PZRItNX71x-kP723nY+r)%d`Pqmi
zh@6NeA`KR^;18wPAA_c$46Cn%8)=`(5~sM)m&NM8fO5t9Pys
zvci%PjG}t0nDsiJVlcz9t>XIYJdJ;|RV2;i9n%77O$=6OO*{a5D_H9#Qy-A*fHqb}
zg=+(_8);c?+TPP3lj%rb2CR3@1kG*ODlW{_Mw2!N4+WPMTSeF`o{G&*nKt9*Zxv%_
z@mCV`&Km>3wtvjYl#BR%INN#f4ZhEn$Io)kn#V72{?hAW_**WS}Zcz+Rwu(l$IUqG`+{i^MEYyma+rmuaEL!N}n0x7a7`<
zr)G$I_@<{l%u54Cc!a7F_eFd=8fh5>KU|MzN?XK(sBot$RwfxP3cqHris4HEH-3hg
zg>UOyIovZ@1#V5e|$8j>aVecx9^wpH
z&Ra1)vbpo=6}-7C-#t~#TE&O+UQ@-nRgeG{OciOX`P(EYpIFV`r|+0>^V
zJ)v@tvJ?nZP>AWqHFQn1Cj=x51f;SCQkB&OhB)_4jzuIW^;yfU(QR>dUmXL}GOz%$
zBOu$8Xs%rES{^^+@swWn$(O~NPq3=K
zypF%&5v4~)>XClyAr9~q(PTZJ>T!Dt;R0ps6ydW2CHAl9QIvR|5|8SMU+9U`H}KWw
zY*g&GGD?JOa_;{f(Zob5p3NIh|cp6I7=D?jpz
zXr=J>5YN$$DGIVR(z8WR)*9)unI~(>T{a`Ra*|fX)k#|NcboZhL=#Q6@KN+#vW36N
zya$Ll4>P12C7+=}{7OcVaw_$dD_YGRPmSEb)AfX9o~+j*A9nU^$NPQRq#Vk_VwE|n9tJPwaldh$nV@(?X$;tu|<
zOJzFp+~2{Md$iN@B)y~|Rk)LH@Nm;3UG&H|cJXB%KTOmrJ3CRUtW6>R(8HleZqg$w
z3$fS8jupL&cpMzIWV(ylMLgDHX)KLfLD2+vvAKv(?zc1FCPt2_#D+8E*2-PC%Cb*OlJuFan`BviCxZ7)Wd8Cq
z8yBw}pZCtn$ggeJvCdUmy#3`Yws>W0wrC~oPgPp;ZXnJd!rt<^W}@a0Z^iQxMC)SS
zGV(5L4{rAE>8Qs2vzo423$4~PhuYtTlK7y6H*{A6ze@52agER@F6L&)NBNRCQOvFQ
z_p&7ZF6P~WOVd*$)Yoiu2nA7#@DxLBA-B>f9EGl{jX+tOT1T`?B}8UwWdrwA+TNG>
z$Xv@;S;7Ncup_Vv^I;wrhi6cm$d@)V2hFees2I7TwX~PyDKaX)gfU3Kh^I4)7<3rT
zoAN(3uRkNS>x<&UJTe4h39S=WN|J=>0%jvjsXObPw-58PyhrzO5Z&Q*jbsrrd;1mP
zU^u|0b&$x9z8Q$4^cpxMqZM8PY2Lz(AG+Z~2dC0Fr~eoHFUAUXAH{x#!IR!G9v<5t
z#mH+MfgsQq@#~kV-62!YOaZ21thjKDH%1Z5ao(_Ar3v!@(x=o!HFFz2P9z=Y5fLp=
zY7zFfWZjktY9@$jV>Pz9XsmPEasH!=xgag8nQR*C?E4KL?!qsR5j#)w=3WISKdLWJ
zLC637Q9W__H2;|UjTei*xffNG0?hLSenv_VDCCDj#}5IMtC4Hy-s8}GEz5muM-!7IO>Mn
zQMflb#urxwAW1#BiC1;C78u1lC|aqAIh
zU^OF8!)k3EOs67_kXl(M?j^(#Qp@YajYAwERXMUoe1Lem-}Yd(xE+D(_BVlvrYZCM
z4^QxT&PB#7SJhQr{=<)X3`G&@q`@PF|1Z3IGfI)ktc+ZGjGrg9SGVaXRf3mPUj@;T
zDVWM9ph%nl3!mz{bS!RuB0&WU?U(61Z-)x;ugiJfIMAe5z|?Pm@+7`=u_jzBJI|Y$
zqrk}EwM~3^o)6?wiij-ZZ<=4$&whZSp(sMJ;{pcP`g$>8NP^Y$^+#>3J3C
zc}YcgVRcR6RO%))J_kKwRs#^b{`i9@BzGG-qbDskT5l*MlAX8SFmfYXe8!e!3aYu?7RZ_rH#bjSFj7LY$QDY!p^>|k(_~!ppD;}E9ji-
zHHCEhR_zO^vFQ32@8zl2y#VR-f}b_L8y#(zwZMeaudia;+HV9r@l$-(qw(}a&@)H_
z`>!O8c^YYKZBM8g^9jRYune8@PoqTIRUX~?TTEQ_rV!R4+RjxEI*98V%<(F?wH52h
zp$n<)FFcPPfcF6`%a!q;Ga;_>hWz{I#qO&-!s{C(+Mthn3YCbmtGwCJ4__c{986~*
zsjb9+T5XK*3WTi>okIjFUF@3Mu>Ocw&G#|)-SM9Wzc;?v464?d5|&ES3u5fwd{pcg
zs4){pv*Xhw)qyEVYv4x(v|_aZCd97ad0t%o8=Kvg&x;O~{J2LL!GytL=nKN<8owTU
z8)3o&m{&?!t>o)^7+%$|lO^YK7A5Bc5qlluIwxE7y3PkCno#duEL7$F$YLu%fq~H8
zKZijS3$g9hZY|>i8k45dVfP?2?i?aI+`|-nbEuenkB4|pWwO$wi$kT+?0Y;sSnZJ92=(&KEdV2_GgHgl
zwoc~wl7@1=ucSU(b18;999^YTm!KA@s4+QI5RwL>Y^dmVv8fR6I0Li;%#U_dTwpI$SfB0Z+{4)RH
z?fSfmF?%rk0F>g|^n)`|*ABvRrj!dvseK}Z+t>zKdLxX`74w=g=Qrp5v
z+ukk!I~_00qN)Uvio}L$ZuM`CSgIToC4nYN>mlN7HE+SA>I-uXPYJQsmtl)W5+rOm
znaoBqc?AHAN}3{Se@(C9wm_B7NsZ(a;C)2lYRb_X-jiF0EcZ7h@UI6iPcbF(lEKR-
zn}+kM!OKsY()fpig+DW;d%Q)c0*U!Rota`2X6oVB@THsSs?{F&Hp!_Om^)L|^dQAK
zSnOt|$v#~WCYmgP75lq`MJsNaz&{=&)^JlR9y3II%T2>O`Ke_dwF>kc{NMA(P0#0|
z*O87d&c<9qMV}m(2(iv&8tXNL(!kONQ5sIrf<=OhsRLg-NQ`wcP3FA^iL)-I6pzt^
zz`XIsM82=6wzFW5zXwt?gO&FNi4<4#Nv}a-f~#qF#7=;rPRryrIUp6}g(l`xQ$aq@
zBCne%mb(lQW8F*xTq-RG8jC}2rssI*AmMK|E#yl^h?Qnj!+=t0PaLf`(7BuB5>H$T
z7%YyPO}%*VVgctqNf9=x-s^5MIS^=z{}(`|xljYs)#I%T#bk>q0%iqtl}@|OJA9y6
zX)$$78rfJ*2iWxTSa~zD$K$A8cc$8z0oZXrhq>9u@z03fIJD~JsG0AguBHUR!ZZh~N5#}2
zQ$XMI)$Wd?=~7igjLUm(QJ>TPEI>I0P*ep?TXidhyVlQY;FTPF4fbhSRJ%gaQSyR!
z#3&C_GNc*jDi2cxP^7WMi{+lkB>-lojZ;?$phP|BvNL^)-^~8N9&G)+URbX+H%Bo(@UnQ-(ZDGzK#FFngdnxyFR8H
zWOCYBrXFbVj#%t#>Nw=X2C5B@1*&XGwTWfzqd*3_O>Dvcq3cWFqO8{cXWorrL_~H0
zVL(JcL_|bH#9;{$3CV~^&2SBu5S7e~1eFZU49tAYOv$_klNoifvGN+4x5yRK%!Le<
z3=I{Plx3Lr|2^*vM%~|^kK^}wp0l6xoc+A#6o;`h$m+7y7&fqRGrq{inOOCxUT?^R
zu~(gM^T@JY(12n*C(Gh^n^}k=(wHKJUv9)L}8ia#$%4nSLIP7EH1Hoi$!Z~2c^~~~cfMP~z!`Iv5v#FmgD~c=
zqZN+)(~j>3l-Z8Zf2kT0U&)5xnz+97yCXkDa6|H`+>v)ThB@(%sfVRorb89jZ(>KI
zm1EHf>QQLAtKzLi{{f;ePZTQUaq3Y4Z_sXMehFLj^>pFAIUJcB?ZQ7XK@V@MR{d2k
zTM^wRoXdPvFWvO*d62Q{@&)iwy%ccGl*BKU|d}nv@%#ZbIs0MEBpsT*?H?EHcLUhUPHIs`7PabTb)2Z
z_2PGUdlvt_YWtz#?5^7GPa3Cr@SHk4Y?9?&m=Cbq|1|P720TLj()LyTnX&jdiOCOf
zy~A1GhgGCt|4GJ;p8R-za8-OwZ>55I!v!jAReUz%eGDGmJht)}?>b4j-o)td!#4{0
zPtw^?-r1nIs9_J6x)|ypWB&J)9fM5a^|obt#EX5Av>h_aj^e$IbNu;5;&V7qV+X}!
z$49h=$cc)B(s&(vtk`mV*`||)Gcf1^+@J7ks^c9Q}#-u
z+`+sn9SG(Vxz@*t8_cJ0S01Od!BC3}j~ih)M(u>C*p{tMvqnLsEh|bh9t`1MX5W=q
zQ{aQbs7%I8aqGG#aZamozi_i}%vk~ECJYQH$uQYv@?G2^{d
zdN7R7_Y-@m5P)#3aYr>b*%aq;psbhaoGc1&&FN(zravu#sI
znGyUDyE-YW9tRHisuOs+@p6n^rCR}Y&E2^q%G^)sK
zzxYaD*3ddTQfCAo>#8^sDw9#Dws2Un+N(`>D2^tM;Bjn;d9!c?Kakr~NSjBX@A!BH
zeK&%S?llxC)WI9oEJx}UiEjIFDg{LHK|nzMkMiigw?Vn=#S{he!RG%wpGcpr4?qWmrr&8!(6hD}|;7@-&&_QgAtQQn_I)SxNwiOq+f0lKhB!$`{@l*uw6OGc(?e(Fnuqxneb
zhq$h$;fW+a5Qfo~XueM$e0E+m$rV2q@XzDvi)d)|r{n2dG#~6bAJKj|^Kndh1=Le_
zD21D0$9Qrb&4(uaKEC@N6<31}-<(>ilB=N@L4LrioVz2*?zf78jI}A_ku@V$YVeUO
zn}*|)`|-4HG(Sy9Kt-3l#c
z@nwEIJD#@3@K?13ic5FHa`-t0nV0BF#xWRzP99I%Saf?%<0&$hkN10b8Psz=#%fp-
zD^L~vSTEGv^Txt=KHR$^#Kq%r?3+*0`dee-H{N(NmOsfkZcMfe;8}y%_PYMd-N|$`
z4%O`SWV#-Qs(boX+8odC4d?}X4Oo7$1)A6tb)2<4Cg|G*W(K!c$I-k5MC#!<@YeO
zbPKcJqr?U?d#^{KKeRd+0ZYF#2T1j+pc|P3=u-tILv0ILZo3=2VfQlRzlwUeh$7sa_G+=H?w0Qzb;nrhxa02fa(fHV3
z?$yk%cug7Z?cBur%z@z9u?+Us3LCSs_f}ZRlXEJcB?K`lFO?6mQ01w-mo@}0*vv3E
ziM~ta2eIbmPAWf)YfUuzJ7w#V?ah@`zSU
z*8R|U$D^8kpT@7{k{_c<6QMw`%&L$3twiS7#qbA^9Sws=!L^`ieH!mh%@cWtNxxXF
zTvE_E_)7&buS2-3I3EqESbJcxW2m#*afKab&b1FZvt#XVCR?>nGrO1U@Zv
z`l9XuqpRUx@wlRvX*Vv3d6dFl7?48F;x;FqU3Q@(k170e*N1UvfG19uK?Gn3*^0>F{%G&bB$5_i}B`McaYv
z4Z3>+HX;bqQ+PH%gOgGSc49pqpyhmcC$7B}4>U6$i#WG8n6GL*-OlD$xfbcMLwhX_
z+lc!1GoAl2z#C?I9N~P?Dvt;6g3s((gW7>9Z}d-c^%y;^n88P_Xa)AZP7T6Q0Oq3$Hn>w?SO|An!m=#dhm03$h*{z-wi%*H)jP$c3iMUO3-#(?Mb1|4=Ef)fpV*xrJ*8!o1q7*FG0S!_7Wrs;s2G-~O
zXDsE;#?s7bxM5Xj;aK`&HpYG1k@uEf79;VobbU5DojzlYo9FPAYL}{topGaZvDye|
zV3lT!f7x(lsFA~u;(myuw{rNOw5t{WoD3^tDR(Z0M<2)17jyYY$LUu2bJp&cN^@K3wVGL<+T~jzc25J{aA}1
zuf@>iT(qXSN%SC>4+wpHL3jSS8p@Cqj9N-@%R*Tt(#=j}u=QlNl2>l?YUSE7l(G>0
z->NY*XCZ2SzcI7{yvIF+r(EyE^b_&D4W8+5#28jf!qoWClaH7P9li31$=1<_dEIW->*&-YlWo5A@DX#wmwXm=`u4>;XthSi9aJ0gWX
z|E`bbga8RyHs
zmQ@)VqfuTR-M;oQ3{9(1Ev#e`MwHB<|H{y7>}6i8~QZvCDWrw<9pm>9PD<172Q@()yI|Pn(wUt=z>?wC-j8
zi||zD)29iRVbZ@7+LIaowUz%Sp*@lD-zT(d?&GZVv4nPgG%a3^A>lXMj2^G>(Kg&i
zBPnwg7O3AEY5ZappDBd*8~Jx1T^QfP$G(hbKCZU-*n1?!zK;I!ZY1q}o!@C+8;Q9{
z0Xv!PZuoB`O)KH!9eGKl)3-0O&nzt6yvU4M7>sl<2&yJ+a
zYx!uu*I}PEsw$i*xl+iM*l^7S{0&mhl(-qvA}M+uAMBS8d+eTFX3yfcli@$GXE}S~
zX&4=8T(gcJq~_Xu=+ifNKR-LBC`@~u4cFkO7w+i3vRc*73X8*rV?31a{u`*FyL9Ba
z9@qe7WZ3LW^BMa4(c28YpnVK8eCgVHbd}}4)aOm`MQ$|mP5u*Z<_Nm}Ccl-789}Qy
z@S%RyBiNk9y88ibsshjUXEkQjs%$c3tp8@CqzXJw&PF4(h)FqKC|?jxhu`I6rCs4TJ|02RR(>-#BAm8w<^62(
zA#*~gg`Ws+ba^XQ7N}WSVfGc%kQC>#ty>+;!uO1hLQI+
zK0teH7|SMSL*H;p+s1#zEgojnzR%B7b8f?oOSkiBYVN}@`fdkiBU0L>7yxqJu(@8KtNUk{-*
zd-!$SmLW#RPcU>14;g}7#jEH!tbf6i;DL;vY2}}fYxie7-YBnNHD>TxCrZO9;fJB~mESMXEXSOUsdPiZ?5
zM6odEz7H~H9^fN+?$sdL@D0D&@k}7QEyX!lgAa2WaA5pYAVt>jX&zrg&PHL_D!*Ie
zy2GOa%O(vt&A2a+w%72%nHv!icBrXh^|Oj*u$(A|mh6H%c7&+u8Xh%g`i}^(5nu(&
zNsRus!JPH(%#6*PZ-lb>lat{xG8t~JJg$3GCclLIOGI3F2MGZ1BgwU!Dq
zItR?i4uEGjDY7<&MTL#ZjRTFFkMon%es4c%c~tGMmc5^$9uD^5vRr0y@<7s_G^e!%OD>DSi8IesuX~ens#DEI6}ax&BdaQdcr|)!e
zA7s6-hv6MR^1i^onSlDJDtj7^8!)O@>D6U6{xXHa14WDB$y_*mSy}dQHOv9clwuFC
z+kCno-M+ww$7evs64_m=a#*cHLes2nHa&9VWf-r>*xbm|5a({GCF}iY#zm|Mj)GY}
zKCx`LCY0G*%?kY33oU+hV%-=0Wbtvga0GtZX=_symSZ-5-dtbfiH3)r|3#=n?V4$;)T@{l5H6MIY6^CagcO
znJjBi*ZR`!OK8SN`jTrs=4?ZKDYBj)&IS1x=hyQC)zhj_GJ14BY!uuI54#8Z77cVW
z+<}ZWAKh|`U3bF`$StMJUL)ye_zgTONmjdziZvR(5?48Rg4-yVmOhhBVB`*%l{XP?j#!Rij*R
zo!lA7$@wO~jGLE=J1EiOGn=IUgI{2ws{Y`e1;tkFAAC-HU4NAKTh>~Np7}WAQDGDX
zNA0a;{6|*)V}1J(#y@H0pT=ffe_Gtk2Yc>=oUJ1~S`tH?svwgSY?Yy{@oY0ci*p@|
zyiIMb)41ZiKc(H_qg^|^EM8QgHz;Xj`t5A^)62O14v(uj4PJD#g%9?q!wPZ3
zqXxmn;DIpGkd^Ox;XoGe9bN`cdZy=1#`j3iTE_QC&ud<|h?4&*;6-oCiwaCncEL|e
z<#RH0Ax)N|cQG9IqS$-9tK&HMG4N5{@-QTL(VTmHcyuJ>tX>rWyI*U-XCFw2t6?Z)
z?5sAsM}qmy^z|!6E!+%&Ui9NVKGe~RxgWrlneZh#^C#Pj9Pjf<_7dbQZ&`-$27&v8wUU$_pl=U@
zc}}RMEVIM)?IDbhw(_x9CS`n*wZ}?<+g|KinZp%+o;dL0O%2ib(Awc4@6Yw|q5(m0{`tHyWPa9h$Y8e
z4WWpErG-+JZICUwdk>zoGc4g`ZsV8Rb%AAx?X-%mM_ayX$I+HERqkpF`2_A=9ev%2)sQPb
z4EvFni7)2L$J0&|A2~>!j7b0=_qi>WpnTM}e`MqE4r|=X`>~7p^zD_{Jq~)pmt+$^
z+kQ2K?33k&Yq&jWJT30xBRx)xW22mZdf;qW(2ovx@z;arApo7yEV&!@!hLsOEO%Id
zHP~!m0S5M?AI+Ez`M^&1D5mE+L_f%xZavq}=qmGH34F4fOrL%x^fNZ|f`HvBH{(4)
z;6(l#7aZq)P8dS|TA`X>18&EDVVKdbmoSB!UZq(XX}!9RSKe(ugl@;TCbEnj$B|`$
zJ^9?Ocf}=ekjLvrVrFLf`f(g&W1g_IjI3{GDs4G<=W00N%%bLE_&37ZJVz*?M0=sZ
z;|DZfti>2>RTo#~at>F+K4*&UBg6)FIm>PliGQigGPt&=3|@v%d~`CzKt?UzxD4$`
zA3<%$+4>p3_Y`b-n>SSWkYw%v`q^9PvM@n|jF)_bmA$mZ_7=TbWlwVk3!&Z*ds{ND
zyAo)eEfqzDTiaWD)8~T)d_)&?BiMLnun;M5aYK!R!h{*3cE+%>VimrVsR}c`JwkX*
zbaB-}C9Gqm8jO`3!QZ17@N^cZ)l$l6VRG<&TPTCoN;$0D0ndh0tl)Yct+`=KCr1mJ
z(Pv=Z)5}wj>^mEdgJy3L*P^juXRw%i_6{GrobJE2#%VFaRxS7aTw_O)u*k+ACwkc3
zpn`$Tz(z^9dx0%YDKd>Bi-7E{G~qRM1ufbpI6;GCnpiIQQtCv(YY->OZlf@>>aM@9
zirt0bZ0LkdmVh`>Hoi4cxXbk_!3}dx8dbY$;34B1lZ0u!vc7gVwl8ahnP>r__l+?6d9@T1=Y`~GN)k}2`;p@8Ku`@7!x<|-Vd?}dBH9?pNRCb
z;gZ5*DmkH(_7(_fuJ6N+5_L49-BI7tPL8h%t28gc>^_pE#8^q_v~Jry68cO#OXw<1
z)IV%H8*5ewL-;;Dl=~T2Q7%m+uT?@AclV(&ZIy6R&HeO{yo-gU-jQu)Wl@*4FG^(4
zA%6al6_}Hu?V<7WVqt^Y?m8^VtJ%3^p^{41s-2D5YlP=HT;J0WU6#;hJXwM*HlY;9
zbd8mK~`$p~^K~hUQVG#Ex*>4v1azpOZ!Og;C&hO<`0-t{
z+g06P4L|_Gu(Za`hFy0p@x2M`dDr&)LXozWnIV{acWL+gLR$E9;Ct%&6vp?^^`{xX
z)T;ZK?>>2#0=5g$_KA>p50&EXQtoyk)P6({S@>NtY!{M3b&&OJF}=WBT3Ba8KhQa5
ztKS{^c9*;4y+ha_je`9AJ=%~aOe2SKA%xx$o>N%-o8XJbTOO+zHpCOSQ_^{=qA*1G>+A{islW~bbb2_$X){7
zWX*vF)b?kYJ>)zd+>AM!R$M<;uB%Av={v2cj)pb!qUWXplkn;WATtJMUK^4qg#U<
z8^i4VBgdj3`vpx16+Mp|v4-8Ey?cd}KHiYBsLlfN2vxqO_NMV_VS%yiQ^AwtPXA%t
z`T^jSF+s=l`{moEGwOf-fa5b`ygDh?nnvCClBkbh4
z8NVCneJiX}bMkfLgCoKrKDNj34G*kfu^jQT4Bu9>;TvDsgfo>3epljU9lo)dw!2{o
zWOFI*Yr#$1{+lHlzg{=G{(#0__#6{g^jJa0u496m+H)jZjKFeTc|TQkGCKP4_~CZ3
zF@Y!IXy^$c)AexQGNY5~bQT60FXLB$fyOp04!n0lc$}ktbn}GZ!FBqPbW+&Ko$GHj
zoD{xM`|AC0l7(Hi;bt&gH`6RQDlYf6%G8E`U8i+*g11c^0`t|o(WiBShf7gl89NVp
zg-6;>sVe2?RioU!=yIJfpB>tqa9U6fZO%U}MBuii9+zu<=0mDb==hu{MQe=$Zd(D`6UT_t-H~LdrTMT?OYw_o=HJE9B2j8E&)Id^$a5z55
zYHtwmZ__+{>(t#tWn=VM4u@<6Siwesxb>%d1iQ6?v{wY&1srZ1dPSIpE7LVD1C4Z5
z=+ALa|4Lsp3f{psznbZ7Tq6HAK3nZMa%5*v&trsa>6@GkUJYb!6mS8m3q}5hdhG2&
zGkz0Ja(%B*_;uk$_B|l3KDaLUhqVN$UCOfYJxQ=xu1dj?dwgWyl7rs;#>c8k13tRH
z@u^T*xmta?oPRH-s4|Y^>%y?Hk2zt<$3_)-2h*mxGw`W1bBvGMnWJEMfMY`~$+(JO
z9yEy^9y8$d?mQ@U${~-k?4U!m@ONRDPY^u8>4lLwtMsFMMAf2|`0A%}fa)}sb8tbt
zJ$>`L5QwvuO~0e>@8v`uO~MHD)2D~glTCtOIHJwI0B!n6ncbA#D3mIjhGLc@##i2Q
zR1PCV5@N@aG99x$-x4)_)CAqaXPDnN2`Tn}CA$>KCZ8KHL-NMn5QaJJg9j=*%f(B+
zm@W7gxzg$zLRz11N8|e(4)d^;Rz>NCY+UrVwF?
z^y@c;aQj1XT}{{2qXOY4J23hEO<^FH=}5P4LivXrqA7m})0D%&e+d1!FZ$5AKLp=i
zb=^mQKfO#`voOi=`(Ky_b%{xQB&{I8xe~7BM!&4nc&bNd{?qEH2
z+!BHVc0$UIk+P>6yH7W>*J9!@qw`foC}-{q`%=nnA%H9Rg%;ly{I~(X(B|91<0ys3
z+rk7KiB-<_V~+TXG5U_+s?K^A%}zCPq{5Y4T)L>>1~o{u+?$9*AGpM#uK
zF4UWq6(vQc@sH-OZ8uQEJOMkx>-!P)H1pho40_B*?m{`4=q%
zA3Z)Fd%IVg5sSxIPO*G|v+W}7d??Ha8x1>b{WKe9sv52=0tITZrz-Qg5Nur$ax&B*
zw1xGQ*)I5wELG{*w`poa+i=w=HiGqoVYVxtC4*dzA6vk$UOl?9;R5_sJ^;nr7#C=7
zJ9?s|i*&RdCA|G2-E0>!BU9m)wcjbgY8*^1AD}+XO4JWc#3pnJ)t6quX;{nK8lS*F
z=;*#zF4EEtD0$>X+S(yxdg!cvcmti0Ty}1fx$(G2+D=O^*5bQ9mWFl;{e@(
z-)s`>Sm)T{TNg`CCNu^oFHp2e2(V8;94vLp&7i+Xxh6~`zrH|gOoE^Gb9lkhT6KXw
zHwn?&4;0?X@cRXNU=ns}=7G;=MOEGe
zQy#2#!l!t6Zb6n&UVPb=)m~-4`l;J%1Jv!m2CLh%E)ZuHQUb@rjb`<8Z5kO*U*g!-
zW8m2@^63`5hG8tYkMNk}lX2~HnUw=(;Vl>Fw5n`4wx6-4
zUacLE&qJ6|wk*_ogrCQVnvXCX^0P$+#U2mdnBiV^c`xGpJMm()<3Jc+NnlS^xEnY)
z?00_O25~pe4E}746vR+9xB6$ABZ`sXFaB(qgH&wnj*Pn@53(jcuxGqTf2Nb7=wUwtb{c$e6mCFVd*RQ<2k=YHEjmY`He$HftaF&R;enkdWE74-
zw4)F+29zm>wp*ycM)dNU1{*9JyW=+rd=B0N8V@BgR@;cqJQsY9j%vl-oa!7c?j`zh
z4}YS~y~IfS8$VfRO;{+u{u5p7C3IT5;N6Y$xp^fy~S`fH}of3V=r#hEIn&x
zXT@8Lx;~;#@T)$92B1V$Z9?r~D~>Txw(b)^9wX
zcpa_3n8JN@ksQ5I+@ID_q_;Skd;KD9^cJJJWf$qBH;Q^?o$=Dq7kS-;@nTf
zSGIQIkllUkO7c!Pl<903RY&$ZF`VP{d$2614Iw*#wkkk
z6%B5z(PMsTPUGgcYwSHz3_-^DQy)Julsg|nWBtUr+)6m|6XUtO3v}BLF?snE*$)t>
zap_i1@(1cJ>Q~9BSEvR9>s1Av+I+C
zo*TEPc3VPGg@R_62Pl?sR^?6bpy63enHmAU58k;uaCqtm-T^#rue2_Jdl*`wUv7}I
zu2GNSBd$3lpMhe($Sw$3Cs%=yJKHU;g`$r&`S#pojN&%k(5ohJJL(PPFW#HTOh6&Re^_SU!KNvbm2-gpZXau$c~CLsqr
z+Z9)22;1X*%Vt?{cNhu$>CQJWceJ*IQ(>Pe_Nr5~4&iXaPtooGD0A>BIvRlRZBEmJ
z05MYA*J|(SQxrK!3=icPZ*Bh31Xcy%TjX`96gqX$n7|-)<%m}~bkH6KJ?#BjN1F$U
z-i{-gn@jrkTPH1HBCPKQiO=I12O1hEy67|*6R|6`{v3eI&Q`0+wBXqkrfIO6)#Fl{
z6)5Vs7LL{gB8Iz9k|9vsJRkrI-%aSdD*lxB{dq}W`4R?uO`LvI6OJz{MIEN1nL%hF
z%T@GVkhqU4JxP;-QA?b)v?^Gf#K|X&=Yqw}oV`C<-Qx1tvTJC*=ANSEL&UTsKghZ-
zAWcKO6&@EOvzsSUx_O=D;?gAW6>59s;?kb(^e4$a6ahYdf?`9(Rhp0!Ed5TwR30k2
z&@Z8)o7P7WIU8o5Aakhb;b6;#hscU1A5?9Y^uVEFh?6fO!#<}i=hdgL4p5avsc}AL
zsQ9wB@wnon;p%a^IaG}0-aSFVVWLO)F{}Is1zik%5KP7DscmdDnFCEPg2ug<&o&NR
z3>uhybdr{ai7EUQEaU$=OdP=>J{@6Vy!K72M{gXbq+z08@G2``1k@whWAS5moOOHp
zBs`6VEc+yF90m`!c6;b;^)SimLE>?m5e^SWTlrDIcEqF&zn&i2!NdEI^*c#>!^O!q
zN(Nz`*Jrrs%EgVQLBqutNB((?WrM5XKCl8)a-4}%W}?lQiB{O)<9aNJVD^HSb8M75
z95mK>+nM2FgL731q=8UjHtEG)avf&U^nHXlUAs~7*2PeIjKW7Cck7PP;t^ti-^b{j
zvY`8#aX8S?uD@4vQ_lDuGAEU4QU*p*jc4eq5n^!ROso6p3OWU^C}KJ8Z1@-WWSp*H
z`)@4c*al;kV#n2xX|=n=YIiGmW{>Gju2uF9WIg8=wpf|yt~2bb`y7^-!TiX|!Kj>y
z!J*M*K~Jc#o`dh~28)$J=p2L8uDG{ORmpBR`(rRB-?F;$26nXP%Xn!;yzG&LK$;Lq
z%ZjVU&~enFYWiceaill|Q^}f|4*JiiVqHvvM#E7$a_hmj}j(Yz_u5bqJHq{wjZf79FE|W5lG;G|)`5QWeBQl0fzek43v&
z3`th=MBw0KG$&RZ)~{4~RvPm)6-IEEYT*G?k!1x{#fn}IpTKJO@`56*j}_N*BfDtc
zSn&lqr5Ag1?p<_!ETUXcOMZHcT_*fMnR+om`yb{RV#xnMYxH6!chN+b^o_(nW%um;9*0(57(>0{#R!M0V0D>=0dw7yWg(>`+q{_;Swv
ztI(;NLxswl_tj-hg}6Y#EZ1rJ_9LGJG01c5KfKZ5GDA!gN_}I-(98sJAa|wKxGq6_
zO>!vRgelISQ@F|zXu0?8)R0e#=)&#zFGZ$^(;SWe#U2iN7%Z3utDspUzoXqLVldhw
zl}e2t)uo8#3dbarH$jZT^vv>SET142X(%g0%%&eQ#7Ticx+OUaUtBOtH)FOgMz>&g
zt}bxy65Zn2FDzU-eSvOn?yT9%6p7LEDG`Gum2pp|__pum7?|mZLyDZ6@J@dIaixML35yY^DzY4y1zfhbLtYO&
z3#Kj2H+N0Sg;RS_!zS6
z3#4=$QUFX{qf%vm4Fo^y08#*458MT805-#X+kZM_)9c8&Z%{PYA*lt{JP!Lc9kON}
z5^|_Ro&_vF+#xrhjZFTwLoU?Mg@PUFklPlZcK#P-`~p1s4l!Q{od8yEK}3E)4uH=9
zYTi|;a*iR#z-x}9?DJGAFW~X*h$yfLcpMlAy)pq~fH5baGr(eCKClE>4%~I3qfo8}
zQ3F9OFzghR1LFyyu0zfMZUZh@f~-7^ECmWbcF3(j6L1sE!_L4SR&UM&4}gz2+aYfQ
z?{Ka|ZUJAy5d7Jnks!=7yvBFRdw>loopK9M^JHPC><_I^f3j2716zRkz&7A|V8c_L
zvIe!FAhT1B0xo#EQ!WSY0-gsR0IE`IP6W2>MH!(TD6T?Gfo-25LO}m&UjsTnXcghvOsb2wMUIlCfFVrA`gAnn<&@rHJ1PLpIg$58uASn6{MSzCK|9b=s
ztOYIuE~rHo19d+jr+_uU7T~O-ow9onQg#f=3#0CSEbLN6mhC*U5~a;g*4D~#^y
z5DxgP(@5ZQ6xH=kxiAMrbrX~U7}AWg2IkyC7QsOsQ2&ZbwdYQ!yb0I{Y=peL1p%W)
z%)bjQhkU_3oH0J-|)C8ekRhEbut63D^WQ
z0R^>5cEBf0I-ox=1{ei&=L$`7K8QfhB$ooifEBHP)*mHk~OR0Pp>XH1{l$|OD+Mn
zI(5l~jUYC;cFFz;P!_K)xfEyu)&dj#y5y)tG)M!x|Ak2)GSc0jvhr0gnS)VZUuCBK8^r4C|8HATI}&fX@o=lFtHbhIh$!YoOc_
zU2@ns^s>O?K>rbi2oMHgBfDf(G8!CU6tE5G|2iy2b;%3Bw~XqN^TC%ycga=Y!$x<>
z4ZyQ8UGf3Qi^p`yf#VSXFcH`SECI&E!W`HHOfNwZ#dXQe;ERCHDJc5F1f&E8sfk^(
z`&y*nF<6Ab`lK#-8?XYn0P^#xUGfp|`_oWFsR$UjAJ_(L0=iG^k{upLmI9-I1y3Nt
zK+_}?1<*gUOO8lG1g0P-fkn@v$bf|z)1ed-k(D#LTV
zz?X-a<+H%#VP;v#L=gg;U>*@^M*W8%Im#^W0XoN;<%lw*Aki#qo<;zVAwcjoNr(ve
z1Czi5Yp0uK|11PJ!z^b2&jJg884Jv^*HpA0i_CHZaM@zmdlt$F%mA)mVwSf6_q+yk
z_`7F~SuSjVAa$)-j+urCyomsSnoVXoY9l;&&n!2B_j=zfJ3I$_+s$$|P}qSK0xN*6
zz`Am?oSKd5`2hj|R()ia*TcQ;Q<#Hq0XBf&RArV!rXvBLndLlS)aT|x+5c^L@NctR
z0m1QVvs}+C>_dPvpc7x3wLYqMMqzUTlv0%rfmEbC?>rQew41q=_F<^8~nqlow{
zXg%;a+?_pUmUF=8A2-W(o6r!QKv4pZoP>XnN1Q5zMG*C;%(4lnIfE3yg66DQ-ZUE)
zfi2+c&Y=k20sahgV8MCl2(bEsSv~@Lc^6^6898{#EEfZ-fUS`4xrVX_zpc?MyAvV?
zOb7a3hkOonr0@^K1cIV_P@?CN#rF|opso!bKpvrz+ib0PO}A0P(qzTn%*SFU!RUFrDEG
zsCItv7pNP62;@Qz3>mLZ0P%*Ayai|i9%uG(
zH+(Cw_(kLh
zxE|O7+y%5-g0f#O%iCbD9#{>udj$~y#sC|E3xFozHlXu%Bmfu!GyxNVA$Uq+*i;Zx
zLF5D11J?t+Rw95Ma0t``cL6hi)xZUG;)3WCyzQ$FISjo4`*XlA1i$@|>4EG|ho2t5
z#;?frA{I6^UsLo&F*vvZcDx{Gf8FkyddM;$*W=gn6>YdEruAlFK$}z=tZ|&B>6b)j
zdjGEIq>X{>IDQoeXxb$)TC!84RrrRsUlRRnBS1T2&0{LF@1!oEl>o)39GJLc^ZA17+8X?taaXQ-KkeSxdhF?V2vF<#y4CYa=iy-yMcKsc;bMLct0aXOd&adf^8O@@T
zXf^W(n{IJOeMU*XHp{?N$92*j2dO{hT@?kJa!4v5`Be=``ejIJA(^_y5>qOIL~4U1
zFOJq-M&3ptrKUJKdRa`eDF(eKsgnxrrT$8q_9z01{Z$N>>Oq$$QSPr|sEvb&!iUAT
zMo439GQhNqv&NyyNfM+2W;~8%MX>E2(9W-65silZCOS#AVAEft*ap#6Y6LwCPXYfX
zy85alr~<5|TT-0Yog4n(yq~dg^MWSZ&XOE?tdQfy#ano%~v?Z1O*1
z#$s*P3#GbRsT;O|pqt@LPjL-!mI&4X39>qSR2+eDmJPGxxV-&0Y+|mr+OxBG|EStT
zfv
ZZdga7bB%c&>>T3@^vv(a);%JDYW6bm?X^t9XO3HUKc0%9RS_Dszd&#Uo5rf
zA&knVwBM21Hqdy!BlmYP);6X$G8Aig*>uQ3a;6`C7k#8D$KH0K2pU;8o{z`8O-uvW~p0#o51b?%aYr(MPYTS
zikan5zzs1?68gaDLRx+UiWCA`zldd@pO$5B7Wk?~bn=FnjrsQu8ukXW1HB^9RyZ0J?Pz?fnBy+yT(VC3O1_FcJiKB9`?wF|7sC0Yp-88c9^
z`X@M{_N>RUE?R!LO;3KC+a$arZP#eIJ+OB6C+36V(n@aYmU6|Q`ap_=!)+=&N?b`D
z&0?m6y?<5tTa~9$NwQqh3xDr!sC6G1$L$(dF
z)-#<>kH(Bq2)GJD(-~Uzrx;n-40_wyPMJjr3BjlgnTz_svQXoRwghIHM`jke4)P+%
zm8{(^q}uDO3F>JdZes9Dg{&BM3(z0H|0*uaQad+mNV~=ET^g&EdeMVc(KTf~Y}Q?c
zQo0I8`;|hPKh$h@;aF53n|xD3eIG91(aJO>`ny@
zKl9L}ap_1OGt%ZV76l^`wv<&UK_9Zcy}+J0XgB!N7C6~h6I6coPCwGQ;h8$0-kN;9%=2A4^ZC*ob8JBk?c1=
z6a~L@$kVY2z}%=7{C#k`0A{sqtmb=bS!uF8-o$p+x`Zp;OC9)%4hncECOLR{gZ4DZ
z^%#vpeM>3qAx3!bJrw&(IWUUy!3_{-rP=<|vH|qqA?p5F&}0n(bzD;zr6?{+&
z0!*?Um0cGDXmuOhr$g2fNW0t6z?FmE5=0N$SVIPSPY`*xi@T+K9a`ov9MuGCVwAKW!fm7Q`VK}9&7jYY!tD?6knLAh
z#M13fF;-%GR?cH7+$7GCk_Vv7^t9asJFTEIk|?E1Tp=w(f#{RzWEVyrM?l+Q7;8pk
zLIxt=Q)!hMiJt{J>T&wYjEL<5U7SW8X87L(dfP;bmBkIV1p)A964u%2Zl~CfZp#=7
z<4R3c6=X*&vV&8kKGelaecnmO@LU*#9DDMe$x^J8406j;?`)UirBaZltaq+UDN+N-
zy2*4|EqQChP&gW>SnXt*rj|k-VnDCQHUciqV_I8hDYdUL+mK3NH1#>=%uibdI^#L4
zq4RX|DQO@L<)o*ih#)A;3|hxYTcxw0x6PtpUYcPW6O6iutp|7dp)bY-pYf8XZ2@Hd
z&ts#;nkpWi)<9Mc*%96{8;cO6QYn8hk~)u$3esY2Gw9|8@Q5e-VHnX)6Qwy)K9sp&
zAsrQ^Y0`Pn6-y{ok|HJNAxQA6G*6O}Y_dT&tTkC?J}k*4ihwRlQmAwQbjw=2Is>`|
z^nrDB+W}dV4}0#R2z?#p+DMBFOF?hJhJ`XtU}pI3f~;*5mh?fZa_rMl$1zN}tW?4p
zn5AMvgEeRDk5$IA|A(vzGI#7tblXGLs!UcHivx-w4C4y=_`cXr3LJ`t{ok}gBZUS`
z1zn$uU3QD5QZ;L0vXv%OnRge!Jgb_1)JPkHQTbKwNcsBzkNs4bN5Q=IARV@qQoKt*
zm%y%``HjCE{I)@sa|T;TBE=?1zBEBA#o20xq0r7VRgBY1E@aS39+DoikPG<2K$<62
zffg=PbT6o5E3?}`D|$)ZneO4}fv)_OY6k=mVwIt`D1S_*hpZm!?
z;Fkkg%@w-WOG29hIwnsU=-AXU`l^WyN-%}ClZ1p8NUE=4zejOvDHmZl${8}d9x`{x
zDj;K7$NpHXLM-;!T(7@&83Y*+G+n35cG6OtI?#4aCd)(+pBAZ1zgrm{V%XfxB!j89
zF#V~ewmt9YHG{bU^H9fzEr#s-d5>9`vk-1de<{
zyjf1Z^=_qJ%%Qvlh%1ln{Bs&-iEW`
ze~rH!rQ?tVYAMqPQEvsEt~IXk!HuQTrt#?09msotbkH^{1qF%yt@YOY8UV{|yD`;;
z0{oHAXs6{L?%R4IGQjGZh`}i~RU3
zKpJbi0Kz>G2GSKf$(!5;NyDTgkQL}DZ4g3sNJCqxr>%pKp9?_yr{OfKB|o!=Ne)_8
zFuNeno=BmAP{Ah9>FKmM5Gtsfh$=FPE(c1%%3vk~e3Qb5YD+*@J&9c#p7sVxZZsrF
zS}3`vBafeQ&tP8)0ie#7ldcgfi$bvE-ggU(q9!AkIg62+hOzN$YA~v6
zBg~dfrQBe|J?se-=`{K(SXwSsfp(rlCkIObih9~MKrrihwo6o&A@!p*gVE->PeS`Q
zk9NY6ln6R|9&->Z<%2#ykIaLmjkb1AA{TQX>Bim=$K
z&$a{|h-xa#1#Be#<=#Pyf>&*Ve9L>}JrtwKM$i#ED0e8vSz(z_vmN-1rh9c-%7SG7
zGjw&R6l_xhx*DczO2^32qzd%$y%as14S+y;0yn>x_`Fj)AjI7AYrqLla1
zh7st`lR@WyVYYORY<=1`kC}dftx~!Yi8|sODTPTjkflD2iNM!-RJq~tHLE$ZSabU6}@|0d9_2grM*nOu}TCgrpaHB`_yl+;d8q`
z9=H3>&ZC|0`@iq|ak*@d^Ss`FJ$^l(&&Tume4OWbn~EPR*Kzga$K7GwA58hHwz_b9;Us;+pz>u!-x
z$L3OOrXgs@LX5&@8Dte*BfUljPdVVG`Eq(k<@fDzfXTrJDP`9AShI^f)GhMH$l$Qv
z#rQl2tXbGc2V)7oJT!}>9}~<X+7kkp9eJS#b(
z4~}SN0t6LPusj%f=un!ZjtUO#RU?uMu!316`$kS56&#ynaLg#1io5n#fxSNjUjf06
zQP-<`;@a~fpNtCj?==ky)3La>UW`tTbU!wDWUm^q7A*A5!gL
zOCt|mm>rpaZ1C7#8Ht#)eubsWVvOHXIW{&nzNQ``ui<4Q)=wMpXbm&YN?ry(@uE~xh9Tyzjs|s+$C@h48e(2Q5Nyh~TrN{xa
z3A`8_$6OOSAo4bNA31=^6Sf85yM+IIXe4}G@c5)+z*Tr;XqBHmG}0|MI5?>iF#S~A
zGZf85henRe4IbaC1u%O&?pL{{y(2d`vR5`9j}=b9Voqts10x^i21h3?0L#bn=RDEt
zc4*|y6NBkPA4u(*pVmF0IeNeGlh14
zkTZUFy)?7EX-e8}l|{Ng(4%`|L4a=Ujqj4^Mm~H@gAap6%<@<>bRlYe5>8axj}NBx
zS`Eq2tMHgW3VKci70QepIVQMwuQmwEXQBEcI509f4?FstF&L5s7(vN%+(VU6Qsk*I
z=;*m%tMCBAj`_cawU7A`eI$Alq|G1%V@IC+lN
zgw@w=a2YxW7E^-*U}OM`ZTIp%*Ys3@(I$qz;GY9Bk%8XFYUE@Hun_o$eh8=Lh#nDub-`EG&GL
z@*gnNb^7}JU~a`pUf_`Tbx!-0nFAyKtx%B4F)nvGmasLuK#VFOqi(N{G9;
zreGMp=^%mb92&Xgl;D27aAV!%%!D6-^CL@6!GWw6tPqN}L?=f+JSDh)uWev+p|{O;
zeI#LQa8R$bB(Q5>i*bx2=aFNBLwXg0tjL3s01-nLaPQ^Zxn~Vv`?YM;|;gTYgPYs^lYdKh`0&7-<
zB}UePCAER&W5Mh;DgH|bNBR~7`zK}f#z4X1*^tD0;^4^10*e5*$O>91*lh<#t|0%~DlGDqaIX!CJaJlZaPNA+RZnUehQN!x!-)&Py_4j@S_|4JQ|i8GNaXWkbW!f<
zII$H$vH;6@dq@>;8xpzZbet}#0kVE^9o9g^gKu)8;i%ogjZGf=FxkX0hi4yi|EuqzgB
z3S{+?Z<A7T9ar{+y(2FbqL~^Y8~Os;T0A|Q75T9c
zZJmjcIs!|Rh}jlK0h;fT2gvn9I65B>G9!%BFBsa
zoC~;i8*a^@T|?&`vI@uA(DQ?&2!kT0O$Z*IB+tG|Q?N8x>bqf3&20-OL>+zt->1PG|r4&I@d>rni;2axzObQ;kvL8+;51tj=
zulFhlvrfRWR^ZSgsj)o_WhCI{!p~;~dnfIHLKPH>Md8AOB0o;X$yUDXwh_=COHKtW
z#HgEob}%z(0VGAI;l4mR)c0iDzI-;?wgHm4SYT_1*?AHPs{{6mB%FgILNc_IFZ<)K
zE>h_eBE!xJ9+@-&tP!k0`s7f0T6RvbUs5$B4L9Iklk@~6NfU!vk?+qzBeX%%R)*EU
z7=EGO*$AVHV3WTec5ZyB(C){H2Suiw8yp_Fw*sS1*fRapEj&GQm$im;z-2W(n}
zn=#Un_eFY53=WPQelCu2x%=Z3zZQ3zq@?FXCZCHLUL{!l&sbb7tnZ-6%t^r$?L@H^
zf{g)OGIfLC{ee=@6O-ioeCfFDVBy^sW<_qBh`y+VB($I06F@$GptjK46LHGk0$Gm(
zurO0%95_%~JU!C)JoH6&26nZ9xWgdh>+{UW8RrF0>|F+!brdeP#MOP7aAo&RJOJ6d
zS3P9KSdLpOvdbe|&kGJo+6C4OX5F8Y>D(VR2{X3B{usWvfnh7xCvxSa;Mm?ZU=6rW
zVGk|u90>3Bi1Edw;6Zz|K~{b|^dm2xk3sP^+PPOD#$@&wEC7~>QzBQMk5gwgSUFgZ
zR0yZe^Mm+_uk&%pX@ejOtAlMT{EQ7ZPKHfJD~v*{a>$m8qYVRGF|U~%9GJ8ilEwmD
zor&bm0g;*K<1*~^$-%z88X;M5n!B_Lg(E*qMs-7Ik!mnIelM|paAKQ+@mmB*?gTW1
zbo@~R+}L_>3dYtdNHUB6{3}&<+28s{-kgHYH0Y(wYp}Ao3*htkO{(JHAxWbE%gV4=
zR?2c)|Hyg8nB~s^%*Kf@EdlWI$Y;eUUrjL%h;CC1ev2r7
zk5~N2QN8d2oRW(m*;VnU+h0G=aC_d;3vf!Vgk-^8_;n9y&}XeAJ@Wnq!F_sd5y{=S
zJ0ad~jO@H1I58;?J7DwQamOVQ?1YTSo6}I98>R*i?NtTIhB8W-y^3(4Ui&(Wa$MwZ7Y0Z7ss_u#!sNM9h{VXt7Y2tVHG@ri6U(-R
z{hkr|>q4|<51cP1V8yb9KU=tuojT<}kcTDA6;d!%{hVpRV~;8W%z77flNS9l1OJh*
zSg@eSei?Unc_4T{`Xn1@74+6ZZ&MI@@7P)m?9~i77i*YzK>;J}&uPKoNg1fz2&`wW
z5r#4ycTsR)c=2u6_*5>GqX`ERQw^Tc311JM(+S@MUf2oW4vzQSxo7eWA^y88#v%Vx
zEE7jVwI>mzLr~d?!3glx;6vNBaX$^83&1ya!l!{Zdwdl17l5~cFUIIK$491K92`Di
zJy`xB_=+l!IUb7*5>EUK^ED&eO^_8F5_#@o++o;-&!Mf6%@+rU9h-eSI&&*l{zFHS
zlqC-=9}JVK_9UMtf#-JQk&7+~J{fM@Gq7<_BTFH-bqzJX9Wbl9C9i%LZyehrv>3m=
zQQkdyQ)2+@>tq#YbI;JOcLJt4d42b)H<0gJ9@q|xs{MMbe=}g#XN1-_;9L6rLuJ^i
z>YpjH>H(n!z_tOQQh^7Ctig~Tbsq%G^5H$2!|=EMh)@$EHjfM~##YP7?WoSC<3bgi
z0%pr`_XTOxtA5LPU6
zo6YwJLX{|F+x>ymO7uy?1A)-?*U>N!1d7AhZy$8xrU&s}Ra9cjgMmp1SQQABL%FUh
zAPXdxSG!_us)jA__Ub@t1$=CKB#UMN){R?o2
z?JdHgU%DP`Cwj=sgs(>ppx3%SFlsfn*S{F(u?5==F9yOH0@_{-B-ddySN$uHxlKm(
zzXCm)F&10?6$tHuV#P~=&^C;kI^<<;AHkuU#uphp?v)c!k+8UbwlcObJIimec=#dhh-7&^#TBd^Bj
zY(!p$?aB?PDTY$b28>!bXhhx$yX_kSU85c@?V@_LNRX5@9q7jF#oSPZ`D^+2fQ^+2HFjX-Gm8-c(kktAC|v~G4N&}unl=_Lm*Js5J=mCd|Lx*h`jbKH1%77KpXP1w*!Idw*x)aBVYbb
zAhdLIAkcuk>777ebz>m3zA+G}N8X5h$Gd2`_Ym+s>^R6<-VcO!ybr&d0zFDU2uupJ
zd;su4Ag~Mh(huSALo_Y&YUJyYZ~F)Z_$Ux)`Zy4(MxbWoRmfYAFGt>ryb^io=0LI(
zq+)ZR7H4Jb*yj1~uLw>^=o`uk<(lkFgKzr;x@U!20wx?=JBlkt?10(RNq*Vza90b-T6ym^`7}}I*7AH=?Q8ckfYhqw~
zBF>)SNcUO6pCkQe2a6;7%n1(a7D`VoFxlCW>t_d#OZ_X*CpWbkKl=jB1)2Cz708JE
zb2e_FT{I_HVT-UB$IZpT(E6ZR8XSdRsR;hm=boj(u;mu$Jd@iHt1^k`h3$VQ&
zeQ
z`1AQ6Sa5-FfcH-56Um*>H549^H^4j6trUmu9&!9yMp7Y&8CybxNX^AC5^*o3gVm21UTC7#!n0y
zBf)+B*>O1D8E*A2W?&tgH^YYnkc`+PxpCyx6gn~($y&7aO8nA-KfvD)R=ow5c%x$UT85nw)^}t_>sL$xII9qqbneg
z)244Q4}3rzE@wqwe?Iha4DXbC`tAU=AdZ1>&j4ObuDr3gARkjKWI1rXku{_Sz}g?H2sYv0d-K<06W
zu|Rqz$^etS!soJg;92W#EhpCna)IHu=wslA@6N+UZWGG6#y1dduROdKdJ-r9ft~1g
z!ExZUPWTP*Bd22D|GnUc%J}yMcS9h%qtBlOKd=-24{$k;`}!|{4+c+^2^~_Q{cp^p
z$c2m-9{JCT;K7Nw3W}c1^X4Z+DmLKTStT>Nh7$66M9zE>&yTZl<_Me=nfGvT|L~0Y
z*t3yVYc9{9k=|vbVRp-yW0A}8+2gk;e}#
zr%-9y&Uk(&d^VVjfmnU?+4X>(1y~C%yGg8p{9ttFfo}yrr4#+zzz&GR4@Lal0^AQK
z!`=_P5KLy2J}(0s*a??Ofbh_G86s}NA-Np)Wp@)U@$F1Rayg@@K(_U)b#NShD!3f+
z`~VZdWH<4-w2&MyI&d4`URfU&E5H^G6gV60-3cE7elqwx)=UpDh2BNOvy{u>SJDUE
z)`itUoU*^AielDc_#mpzsZ?Vh6riI%};)Bl0;OBo=Ma?~p(y%l!$
zIwRU{x6%G`Mv~;uGJl~#Jo%rL@9E5Uv)_XS!nwqzPG_ys|7rLc9Z8Fs*Yh6gGjt%k
znWSKMx4V7Ame9FeKb*y64%Qj(-wE&4K|iwi@!-(*iMtbbATcB%pH^8Y4Tn>-1j*LkHmt%C7GS?Cp;Ikxos(B)EpFaYAtPBEQ@FWCs
zB=Y%AaM_W4{ulV+o$y2yXmlrh5Ac!X65m`P|B%jxptAte!DVVP<`!48Vo^pKhR&A2
zKJO2n+X>$jgGDY3I_wTMzR^LGy$7lit6;ZPUO>6(Wi57lScW`sMcSp;uGCYWMfuI#
zeWqA#bfKIC^o2h;C3YyOHPM2^+i&v?4%$fm#dF&x>^4XxAGo~kLzjOO_IBtE
zXyMLwXyN_gz~3F8CqMG?-5pXYmR?F&jpq%2cN$N
zb`bu)zsJ?80G}n@i}si9Ix6CLmZdm@VPMIb%;zt-0TVgIrBQpF~~x{IR)b$Ud1&?+u{aB6Z6HNaiDnP
z(kO0=jifqm%b=9h1%c$~_&K?r3KuVP
zeq=r`DS$5PgZ%MjUC*&VnnjYYD7&T<-za@h+c9d%!1
zguOw=%;nVAyM(^pP#jdHmwY}PqgpOb-l4sVgTb{4HImke72wPYE@woa{{b!o)92k$
zQ`zl(zIPm63O-l{w{LI*1Trvveh;`D)_s0Q9KJk`pZX5^62HC4U+f_0$k))(H*7kY
zKS=Tm(uAQVP2c-LH|DfU9{`iR&gUOX|I481L?DC1jHe@e9Kbeyu*+UNTuZJ65g(GO
z_I80Y>{j$Z)=0jTCo+n$*G49;4fZ;v{44B5NR`Y_sB(T}pi4TN+Zcj2P4c$CX2S&B
z^Uy0P)`P{3+}6|EUEG#7k+gx^GOdx+d1SAOguHu+D!
zkFR!enKw!r&+P$j)7*$$j@~zt4Qlk}!pY4}kmcpUM_t8qm(S+54)N=`tqrk)+uD-zQ3knB;q!06q;-FA`eAb_HY6SW
zm>#VkPcsLp1qy`xEFsJ_)B}*38Y^o9m#E-t(g&#TVDvCG$!{HCzoAQ
zQVwgb$Iq-;-7MExT!!6p15ZBY&x)k14~7HxN0zJ)4jWLyLF|km@8$GmtV=36BC>UT
z@XEjlxmubTE@t%qqdaW>j{-9;#?1d|0c6bn|6PE}``p+_#z4D!YeHuCis5dgPS}Nq
zIDG?nVP;+MxP7YHN01#i`9JWezxnxzb;0WcVI62z%72M?{F2KN70Y|HS2LFPG{vWN
zB<^z}My>7#9i@r5;xBajhuhm#n1~mZ&3Q)mVWl{y;>1xdw=levh}%JJg*qpU3KMaG
z6ygpSrQ#>m=#J<(<0oR)94m0*L_9;t@6=IWQ`jj_!^=rxn_N64;tX7KexK?xfLM(
z$#z!R)2KiV3M}7!?8)Lkxkc%Z$qT`y0=i_mnU0>Nf91q@u?Ied;i$`*v4i^!2Jrbi
z3^4ab=c0|C4zQDX)Rs1T-u68WYOI+tf7$@(dvaofw{{_=m=Ruq
z@WQuFxx4{h{1@CLatuP3nR!7QKPn(Mr8G!o)9GM*le~tGws2GrwtIa~qg?&Sf*}c<
z_n=c${kzCB!Vft?4lU%axYVrBtJ#P+d?dI8C|l$l%%z_dRzJ##O%3(srywPT3s{4L
z_K;2N_Y}yMq(dxEF%@2ca^vumz@w>W!wdyAyYt$vg{ivGWf2BWCBoRT-mr_0?4
zB>BMvNq>=-yy!rV9V5nE(%l8loZ<8*kUv0P!L?o#oBc7lOE6*d{Uy#|Ia}f$E9hxv
z$TbzxPzLUW-9c*Bu+VXNgNdZO$g`F?E-xREl!{rR=(kZou
zDB_q{FJ6$2!L(2uHJ;}@R6A^LAm1_8@zvxXkZ+MCjYvHhxF2r8i=XXNoT9|Fn3UNPxvpIN*-;#ymwn;ct%1!!Ai*BqP2U
z?2sGDNLsUjxP%nGRK5m+RAv7gb18WXzB?sJ?zl@@P2R+p8m)EM$lKb*Pu2ZSf0WD2
zIk-_EJoCD+BYFh9kAfat@3@7Il5vYl3@Yb3eJ!Z`4ru@roors}prSTCLjC&5Zo82D
z6Y?$BIX}}G-+Y(q0^|{7aM1mMK_-EVZ*f3gH6m#ua^Vdhb+Owzs&6CTl-~isOwoj4{i|^NStOn!QIp>9SZqd!{-6$viTt{#lOW
zC%)#zI(m=>n`SsJxAG-@P2O~c+s<;Cksmyj3M@av0S#~o`L5F(M+4h*ANllgvWfAZ
z?znlI0{O8kNg5!4$(sa7XMk)cHp9ucdx5VeUw@`kl-*2H4Y~XQRmK)Ad%Q4(6-rd!DiUvdR4XV-j2Udsc~DC!@B$1LKf@p7j)f&6*$9^WR|SKv%`56?r}K=Nkxj>B
zNY>L-kXwj<$7i^})u%c|d7qc0MH!Bdc+~L`^s`@o$D1E^U;=l`XTuasf6NK=WRpI?
z8B`XFTRh;h|FNP8TxvG=9Lz*Iq}${0yDjf&ChY2C4ou3D#4sE3auKZ}`%29!AWunQV!#9Ou|JSAk35d{>^ZeQULR{*(sQEp+4*
zO!`2!#Mh4ZaG99_E{<}krv?3t`ir?#J(==BgPfn$mpG8wRdV!yF$KBJ&ht>#>`w9-
zUpT&;juH=YjzVk+-D^gXr*Ut}rT%R4xeTl=`?&Bhnsfn&t?rk<(x9N53tUV`duF*B
zXK-6>S=z6Gpz;r$~u-Oyb&i`||yTF{<8F{O{7$}!5Neit(PqTVYr=RNfPV*A=l{;-?
zUZH;J7^mOrGINZbK;W{!2#4_Y_J`H!9R=zI`2=ujq57WAgWgKH&FV+Fn%qS{*%F{b
zlAnT>{k|i&@mDf{enD0bB!4h~a`lyXm@ANekrqd8n+n0D<&-;$=epF_FWAndVC`YH
z{ymKf)Lq{D!XTXMjr!P3!Fxb*xMy*KhLbp#D4ki?JeCdCyRmKYt_BG>OG!cJraAp`3Qi$!
z*vs)%^iyijYPe7#S3fs9j`=?wsX%_5K$=LW)ykKU>j6i3CArRSl|KM31ubEdZK7Z^
z^&Ri9|25N~OfQ{iFa!^)#ZeWx9!h7C*LwPIf=dO|58aq|$<>eL68|F#)R7u|YI*xz
zbj9XN>gzS03cdxGg65s+h^;6-9(kl}N4b+?5f!+d|F_CF*O7FTK1c)QYVZiS1Q?p(
z^z{hXxnOQ;Xtq5WZX1qFJEq>g5j>%Ac5*D^qDrYq1|mzn3N
zuUz%lQ(wPup2h1AlbItbI7#rE=xQ(oTxy`-OfRKiDfN}B{xa(8H`w)n^CtC`tNy!T
z3iM)81s~Coyv$va?)Pa&%NEYxzMq{1eXewQ9qxebEqFyfts98g9aMd
z@LQNBjS022e*D;D5+1B53vtYU%Bc(Lj9T?r$2!O{gr&}5xoDugN_cj
zMT_1KP)A3DOW;)bz73Mj^=49Ex$0j{{YqZ`uBTu<`2+-(RIKx#{>REDZm;R}vTPz9
zM6L#o;-<9aNhW!OJ6kG0ocdC;j_GJ}Z3&g-%F=qdf0urWb5ur21O~#Z$hlNU3ficzT=oB=
zzWg@5Bn_Nb6l>d^fbz8U``^}t7he=flCGQPI3+k=w~(cm8<^qRv-8OD^89z
z=y$xRM7bLDC%5V$q3#v`S*zxq?i)#Sp8!h{wuiDxW`#yjrZ2N
z%#0i(AEKPt9B+AwDfRrHHO9u@T`-A`^!A!Mx)59fkGeKsQ8fjRk?%Oi@yY}z*g-yH
zrQ^C6l%L@IRIlXxzlM(fpkV3a&Y+3BI?oxDp69rpjz^v-3Mpo}SF_XO@Utw(0}mFo
zef~cQ0y}yqy8s!i!AkOJZ0cesHoM5@Omd)+{FIZVKzIbhM>(=3sgPVN;3)e494kmM
ztImx*PhTE~&!QuJ7^RM`CD#HeF9ny1O+UvGJz{kSnDGer{x_^lQ(g)P9{Ll>&>j*sU6c?cK
zB3JThR@;~-!KFo&6PvZ*h@XPr&j~8C`9^E7JAa1(b}<0YA?Dn%VurIHxjHMhJjK*|
z{^vw_hxUindQ$dj*;nhhHA1BYkSEj%I<|!Sb@}<2sj_E#z~rVjq(aDRBA?
z=Q$6RbW{c|EvNd#<~Hhwx6F2qmb=U(+Q(%$*^sM2cW^1t+^e19777+oU%BevVR?$#
z?zO~F$LUBP604)tuj6WcYv+6h65ndTL!yS){&JMV2d;)WSmOO!@~N$15j-OxDva5~b(
zC+cS;^_O~nPWO0w|DQ!ix>Q0PO#+ve*z$m@@pKC6=xCD{U{f6a3H_@dx(S=D6zCEu
z4g4(~wRi#kh{LzXj-Bgl1`
zo$_NW#~lza@EIL>d;7!cY&z11#OmmLaJ!pLawM06m*{Ak7vTLkd^7z|qaSf&b
z)fDKM%(54oSbo>RK#UHxJjt|j)r&AmM^ay(emjaUu!BnlR`YFSTPRpL-p0q|@G&>I
z)ZiI9(rLJIcU6q*1+T^pR)2T?KK@e{l7m2x^zkd45XuG&(YCwcrN|u(k%6JGP$mlP#!*=0$uf@
zg0sM-&zAED7^2`la(zQw7I{y5fzs0`S3jxX;%C8ij`W~lw9^k8U23HUC(=M)IhRhs
zzZgKd>c2vLeN~-anw?;;6L4A1L$&IUC3lB#ZGTA5gg{EFFAmhel{8SUjvk~w-a2TJ
z>VHjr<*NT5>SuP;m-r*>r4d%6QJ@CLfJ=e!{>7L83#qSM^>3j*-Ub+>-$;Gss{awV
zz5kDQI>s36Z!b77*YgTA5L^m`Hw?z;&!E0?4KSNr_j~2@$gxnVL;FK|gB9S>==rg`
z-{0f#<#eQLJv6|>gY5d=5paL~WIM*3uX1I$~`F#vYqsjGsh`M+D
z4P2(%%4JK^b>upqa1?h^!*rC!l?+`tpZ|nBb&6AMqQ%h@~%tl2`76^{R9O*Ut@VRfCm02^+$Pr-ipIF(GLq0?f*|G&?S=^
zU@N%PtcGvBNv2@vB>8|T6kAC34+j_h2~W7DlpjWubSd?9^{bJN2ql)
z$S-!P`v2eLl^)+{d5S6UT4GBa{w26w|D&(POlO3V=gWtlMme!L9$X5lZ?T+1!Nb&7
zuKFvfuP@`&JEFZNiw2&MY~cNWHQ0*+`C>rFBtMWU_X(zXHOr2}j{=v1>f25Ay5Ktc
zR}QDH|I28g@8i@y{s#?|YoXSY>zZ!m8|Y`(tF8j_V}z0t?HIug3UWtrPiYF`OG)t(
zf6LZWaykrzJRIx$MFLr$C`wmRt?pktzsHK=PuZ7Cu@Y^hh|1bmCDEPO82HQMG
zkH+Co(vcQO{j8;ao9Abv$6fow>K!`LmQY6@f=f$OZ+BI#4mimkQ^~m$JC6o)z-4gZ
z=MP9+HlJLVZc`XG3+X6lvop}k=2xu&zFaan_FS+z4*!Ay)Q?7Qq5m!PuU)zCg`$D`
z|0+;}0T4)y7i@6_D(LSd#nvFoRsRy|Z~VjQZ%K5Lhsmo02^PrLZX|tX{Un*-kvONc
zw?715SpoKYIc74J52V2~&(TqF_-Jq`XpX$63#mt<&CEX-K)Iv%u?OnsartZ;1>yZKkx#hYuIp+k
z7zi!_M)h<7Mv-4ZedWYv4)y0!-~JRYgwIl6x$3WT`e9RafD15#l3(d)*WQlvIifiV
zQx_>vZkprzeW01-75yCF*u^<|i#%_jA2)}1l0(V+Yw1_(Mqx67TQ>N6Z~q@z6YIpZ8)
z51E_6?bu=$(7m~x`a1@4{f$0qd7lOlsIJX7lWT!g_yrxU&t_n@#2^eNX`vlQIKGMo
z7m-&T>G)z@f3%8%p*c=4iB0!AdEF?-*V57GD_nq0hdZugrIft1IN9-Z9$20uZ#mWR
z3`Y3Vo-D9#fHl^@U9WO}*3!S~7lPyX-_xi-4bBlkhXN^|Os)k|ei6AANcjwM?K0)F
z$z?Z=wm+ovAdnjGnBrIGFAemy+j$fu+lxIcQ1tZsf=d8>
zJ-6Y3Yb^EKIsKfe`U_lv!g|rUPz@;10^LG`2J+%Poa7(WSFZZ&!DZ!C+ga|wRlJvz
z$S(3@R}=CB4~aA{KI&JA7zNqzlk4ZGJt_&xQNtNu^aPcC=<
zU0l4+=Wn8c`M(O(;CKk6N%aRz)Zh+l5ap`>ck1UbKo%=dPkrU8|0eaj$f7bC|Jx|p
zX$`Op$D0H8x<(Xs=X+Tm{cb4Tm~?Qdz^b=gjq52mhkW`gj#n|hSwcbW`%cj8GV?Zh
zvS=a|lbr_4tZ#!<9unBIqO=d-*AB|iFR4}wWz<8wB&7Pkk6A{uX&<~
z%W1DA2E^fmEk{?fpe_tv8%q7sDV)Jjkk`(=`~RoXk*?WNN8`Y4L07nfuBPBoI;!>p
ztc%0{P5&kI(|-KjNQ3pBqb+gxmvp2}ss;Uy`VF3+KjZLl*ZHny`h$AgTm?-rxa@w)
zHNYj*pVaCU^>FcTa((G7c6XZ&T;Tk7dDQ9a-ZUQ^6P&PF>CJE!T0x50=GEYyIQ)Lg
zai5<7Tv&XUoLmc}{0VUB%4U0|g#E9QlCIY|fxc#2Z
zXM!VsbVZUnDq;X#(Wrb1xHMhrg^uJ>@EG-#tNv5epFn;20TD_6p+30OKbm&XAaA{E
zB3&$YiB-e1Tay((>G2bwqYB}!z
z&+r^gp}^-CTaNiZkL~nht{~Twjq*9is
z*Mf__zF$1kVY8C@%8AW0qA&A*eF1rhl4cqxSA%aDKwnheg@Uvj)8
zKtsv5P&$tK!lUgE;kgvJLu1reF}WV;RB{Qq&I6QRX*s@rAJf$M2IcPD#lMA)^cjyj
zsvy@#Gs+|2wvYM9CY^$f)Yo4~Q2lqPufINZF=RyEys$8*cJ+#lR6ie)96UQ
zey@%uP`@?Sk(nNc&!ivyy1x4Po8_4Q>-X|ia2*ZwO$W-$7+{wdxH1lZkbd;d2zoT{_B`8dP1Ie-(#sw;T%&zl!bSpTQ+S7kjxK{qDyhiyWUOfsqRE
zXUG2x2;|T>$_rc?hcB`m_lCcY4SWX!wEf_Cp14J7roO&yeC$)~Y}ls`v5ZPtH>{(mDzpz8QJEjrSsR!I}NJ{eX1Ik=1o
zeG8{vD-O6#G@{(rBfK@LS#_spW#^HH%l*~bA9pT@p)KByLOo_uU21k6H<+#79
zqbneg8jRwBB8!4|tfMGb{SV3YfTR3Vay{TE-$srjV2AdH^m_{Q;!+KM0+#|c@h3v`
zd|$9wG*Zk^ug1l3_$8J{{qXpQ;|~N9K!1aT&lAjZG*GSudXf72lOD?{$hloU;2zO0
zv7`Ms%dr;JE9m%e9Kl3zDUkbZ5WG2<2bQ-PK)Dv^1NtfS0(={Xx6*%De{-abo({aj
z)j+uh7y>Q@(%&Z0E;x_+%2j_V_0!v2OJs9wucJPBwEzE2gT*G%`pBWD{qA&u>&b_*
zWv?eM_|t)Aw$M8Aq14xcCR8{-GsrWnf5e{*fjnyYz`M-8$nq3Z>^14Nad@facr?QT
zS^xOAi2ncd{NEv5=Koq!HTXLO($xBM0+|$SWdP->|1G)JOnEE$V%AvsZ{*UV(e{V*
zPY5J%Yl7>7Qa0(4cZq3~tD|Gd_0^5a^T5SVNf+lQ%Vp*@>MMu7i~lwa3iooFWenV7
ziF1^j>Uc8w1oFymj^}oDp>F|~f+}~^m^QhJuYL4$Re-SSnH+pr|iflKPOV
zzN2{KIJvf*^8V!7((V191%cFHll+bfQVwfyE)A5cqhjj!*vIJ?Q~w_F>RC>+gcbOn
zepH`+!saIk0{BhBX;s}UqrN%z@3M)7M07+0{AiVYN->MQt|^Mcr+`bvX6)+MK|MsnlPP0exxzIg~t0
z11nH%%_A>bCLfZ_+@rX|lTWc6Hype%F*^>Q2QG1!9v*g0x{HoJvj!q?oY;ItgN(ns
z8njYScAs<9I@;-1k^cu=25H)~*eP9LxyN^3xD>RROB<3|!AVv>$~C}+
z)R*Uil4@OMUUWQcwybkax|}=yuhtRXfb19O0kPbj_qH5+0lR?y@e5mQ(c@eb=#q|$
zsb68awm+<{puzTBXHdl>+Iku&*8m%+zm{*I-NFi_KIj7HYQ<&4btr_R}&qjc>%V^
z;Xl*Ac7gie8D@ayGUvIG0Zx9{1une71s+OXNxq=Waa7-?kH}YZhi{?yplatQ=Vk|V
zmEWu6;mU>1a~+G+^$}-KdAs8!=}vGwd1$J0G=hOk$@5bkFWtlGzf7Lpg@KbC|DAk9
zoAnNI=b@-$G5RS>S!1gM1RzU&X1l&yFKZ6(T%P^#SHug
zdGbA7-1%PxB~OV478-b?x-1UA4O{{*n8!YG@y%wd-+?pm7t|khiBrUZ)9rtUJnbCS
zeB&H(1*Vxz-tvUw1$~{TX7UBsJFZK!hOHJk0+TbYIRab?T2tx*>)5(>wT+MGau>%Q
zC~miocIQhOK=&FAa32G-T;~GlS#Br&m`h^)_j*PwaexYYg1xK&-_2m3X@GPZWP1A9
zarjZ-QsY|s$>N~Ci2jxH_=l4a9p!leO5^ZFbfgC^E$AKK61Zf6Yl$WbJ|)j*3spIe
z_kXUDPq-bfQxzvLhm-4ph}et-mjH!aXRr4It|ec^y+FUj`T_Z*FWgwsuG!~V@q_vQ
z;>*})2`)sD6=3(f!g1S$5Jkv$kT$l^p6yZ~TasS4
zJjLwr0(=^WZv&UE*+xHIIOrDHHji@W-IzOSZTu9IF+FzoSYZuz=a18o9uL&fYH$g>
zaX;5Wm0g|WTk=tT9M^NfA^&vxnZI%VuQwKEP>_-1464{Q50RUJj%TE}06(h!QI6~B
zc-T4@ppAhGS<-?R9N&JR)1RyR-|Z-x)S#Gx#WZ;NMfrePuh&8!#^Ik@j%PwVThfi$
zW_gl%!@F_{e@{nMUVy*i@Zi71B^Isnw5tJnf=dM^G`qp2m)Qm6L%(#KhXpg=@vtfX
z+zCqP=?faPkxwE&^CcG`lYAO^d7b0yId4!u+rg#f>b#1Xe|O~C{$Sm#05=?X{uVV!
zy~y=|<0yWDm0b64<>};FP~``bYlSVB_(Ler8mqx!R$GqS_LsWf
z-%)*29~HDS`S2zK==?y1?~!XuDE}B-TB!U-*FueKko1>DBg%RFGv+`D#GvR`HYq(_
zWDRhL^_ukBIJ}er)Q=Wu5qais&cE_I!VpN{x+0YqkFTA{_93^{=YHNiQc7w2s)-FaxIX`KBuDv
zCp!HSUI`6&RWvXSCs+N!;8L;e1x~+OzkggpLB;7#pxK7pdg9|3`t&+tuJp259gC{}zY;Nk2MERzF=g$|o$@;;dSE56dzC*Q-$#^r3-X
z7bx!sE?uy3zUzV-3MO0q6tl%E=&U&WTFZHT(cb=WR!V_hU})e);1alawhKHx}
z*9#BTe~sK;U?@cXwsQIrk&XX>6(pH5?~u8L23lkF^(DDp<0=2na=i1+Yl%PO@UE}h
z_;}LEi$ZnO<8}FjC6*rV11>F5b-il|y~dkKp2O>VodZ7chWNpo&b$J>)Xu{}(P&Sv
zT0t~`3f`hY#$~bkU&P@p^rHn*KR=S|jR@ENkp4=6-tSX`Kgiqf_fgR0P1h22)vhJD
z*wu^%ml|h#1sxZMhtIVF9IJ0~jx=yFx!yQbehD4rc>(6f;S1@f{k9t&-2#rT44cY`
z3#@mmH_*{^FTh7}_-7h`cgwV(Ur~R7=jVT7c*p(EPId4g!E@Bj@)T3)IodZ4A3#5P
z-%txQm|Sn)SuXLj>8REVkQaxaN=JI%Py>vkeuL-d;yC;YaKy*ShIca6(HsWQr(MeD
zgUjw$f*XgDbk2C}Te6j6TD-t##^FVlW72z1myYdk%oG}=Umm-g&5pz8(UBHNiXrI+
z>W}jL{Czjh_{-@?2cvUi%){VP<4O0s8dtJhUsGSX>i>uOJ05oWwjm)r^li~dF_XLk
zoe+*A7;8D6_tTLEIFnrWd*wyoQqZN3yTGX-C%KRM%2j^_^}{vKI0OBr#J3boTN_)0
zgWnNT+#B|4a9kXIlI6JNO8*-8G;;cn_WuM5^ihi%oChv7OaG@Ukls}KC-s%9ejW8Q
z`1mb@f{>juVKz+eFybdspiimP(ca|x98dXv7dRKuGmzfgL
zm-)X6)ZiK#wA4AxQ8cJm{)z))FDdx03y?`(@31)q+@3}0hu9Qaj&DMsE2HfX>9h_4
zRhIm6I?@0tn*}a4t9{iKNCQ7d{T3ET^-qrY?~&^Y2jw4=
z>$(Bu&8q*pE2#2s-bH-*(n-~-u8sv4xu~F1?0LS
zLiu=bX}OBSH16R;OwnQcMl~dh3Nd3AGp)c*9PDvvTtU$Gqe?)^VVt~|Y|KkS2hw=g6f+r_7
zqsjFrSCyX#E(I-SjnWdh|AlFw0yVhVa$H<`gJ@YC{t*4>Pr9m~8gL2hzT}EuMn+&s
zTR*h*j|v<%=354+^#cD9hj;l%ETg}MtA6$bm%uq6yOwKa;2G4<`8ezZYA~AyTNXG{
zMZxRV0M7%x0(}~XZ({)UqyE3A|FkVGZk_IbQ<_8tzw1MR8eD8S)`riBoe|B8!*2kW
z8aL6;S`Nmw^sij~hhLzhG%vtAarlP}u=q1q10B5GK6VvQt^s<1OMz;rUrfP1PCwi(
zP=gE_gg$oxQYk260OhJbh5G5#Z(twaLw)6{f4}9p`D`n!?GNcQF#=V`iX}SIH<+sA
zC2*-(%NMSoRlJLK+-A{;a@9Y{a@hL5{{G;0{ZCP{JNxOA%L;3N2|~w`!m2tBe}Vzjj|Nx+E*038;{2~?
z3#D!m4XlR0(!2kk6&0utn;&X<)R7901eX9+d%FO7%zu>n%2oeK>Nirqj`I%_`czc#
zOT`qZL6YTo^Wl}TyWfFv_z-X@P(@!?AYHzDG5sr7|5t?RXpR@)hB&;Oj`T%j>gZ1D
z*LZ#&j>A{dPgvjirjDMWL4)V$l{mZsTxy)Vud8td`*{D)#AB4J|AFA5-?+ck51Z+f
z%!EKzG={vjTyI-PDW=sc(AGHoTg%%6Xk61uuD`J81la$6gFs3&jX%BEgC@s*E+3+t
z*yMqWehKy0QgA=@m8*WW<@oaY%-AthD?E(dz!$tkNBYuPb@VD7<$I1c$KhXqOF`QP
zxvt5eqw|{OgX3W`n@w$Y25AR5gM12Gz{Nm0vH1~P0u)m}je?Rd!?48f(GgCzS_ipaL~`gj|1WS@|k*eQ~k!XD#n*3TJgwWb<|8(_?wq{F{RESb^C{
zUgPn1$m=}*A$gO>KP7MV_%_SKeNAX~Y)QYTL59bFBG2*o|Bx4Y+C`
z@Q(XmFA6F>gT2UCdpwNz@qe7na7ktZJ)8~70Nl#X2D
zkDy?1M*;XTmiIO0Z?S`P4E2Y5`lnDo+tV*3FY)*};E11OMtP1VGeEV+FCu@;<1@$~
z_xNnf`0g&Toc=J_gkK1K5s85<5$xl
z%`)>Hm}Z6FvPp@);g~Elfwbo};(Pi#`4U9o^wM+CpCK@h|D8
z)bsNl^~2A22LGi&m1odKgHJvEzsP^`c<>u(r@m&j=clLTNoK#}?cNdX|5O?@dj|W`
z;ACeYUTqqnd`#?aHkf`|JwMsxp}F1E1#-kcih_(70q*sZ=Xm@?@s
z>gm7njg8;eRC1d$msEPbKkAF^nd|qteugMcnisk5L
zM7C2xi+sRt=2c)1@{Jx(wmivfq@VWw?@NPb&tQKVeBlKiNc~n%e<=0!7nNB~b2z#F
zqB42djHKY2g4h}#&j4m#H}zrjeDXAppFy7O@w3SbJ$}CBnE#h}f@w6U@c8AHCz%hu
zg3hA;YES=K@;Z-~($7!gr@j4Aw?!2E?ghAmyvu2^E%bNtJv_eL^1i0o3;ZzkGdt+p
z_$w(mq=P`(`Wf;(kJpk<_V`QWGd=z)`CN~`)ne-8)F~Axxz@gM{^z@G;Z}E8eSPIO7*e1;*&+z!EVUrk=+@de~{9>3A@B=en(tL=}bzLf^ep21z@Z62>A
z&%Q3U(me@}Hr#=0jsh@Ryw+`)(me@%_uIDK59fT-ok;g-p
zCz+4D07=v@@$~nmevd+JQO4ho2IZbXCV7>|52m9d+Z{;(jTuh;T2KFI@D~^3E
zUhMG(^0^*=Uw9a!y22A|ra_IzzaX#kcnf)x$A2Vm_4u#kp&PvU{~r`&K+rLD`ChjA
znjDYsNnYsj6!PgF-^cPKb69lDx&F_fL8)hO5DhMi8rX6TBVXz9Bj~5n^D~NkwZ~8R
z-p221HhO}wG-&qtndEIAFCtG~7~67F$g@0tvE?`kg}oYFK|!m>=g?8E=V(58k;fO3
zmw5aZ@^bR_{jY+8D$gK7UhDA(EKf3t<6@5=k5IqS(_cmX@v-`0^DGToJcD)Q=Em42
z{Wp1r$2XGadi)*oVvm1lc{s`3A6p{xsTCxd6&~M4{*=eRC;z9%e+D(Hz0ck-7Lp7o>zlj~_xo|MF@)jt1qP!9?;Zk5479_4sAvjUJyx-cshBB<4|IZi;P*g_b9o
z!1&nFek=9UJpCoqPw@1YktZtG{$D{s7Zu1*Kw3%O)#Gc(gC1W;-p%7LTi(}Xdj$=@
zK|#JJc#pi;S;H
ztsd`Zd6JoF{cHQf^#BUydVzjG}
z|Bk%X<3EKd2rY^oL^~}{G9j-(2|q}&l1zV(cPAg<@f7j{J>HKzJkS#ipx_{n4nj4Y3z~lGU~TbzrFuw(ID9~m`9%O
z@rC3=Jbo+rAs$~sesnAkn`IQ_#|q2}^0Pd?lKeuCuOYwKoyxWUmr)Q}
z7~4cE$oKX5O7bH-zJ`3Z$JdcB@_6`V3SRI8Z;*fE@%PC0yfL<*o5}a__*U|v9{ir$3VV4|UX+_+w~L;u(yk!HSLs&>u(r3QvC`d5y=XlGl0sGH}H2YnnX4
zEE=?We4gb=rb}6D-!G(o=(gAvx|KY`<4eeMZu9Q{FQcH)Ggv`B-Qz3COFh1Zywc_W#QiY-|^xosr(K9BVqf8o#If=Gd0lth_vyZzUggODz8`Ou^xv;3x7C9^XlR
zq{kC}lH%g`f<4}ye5A)y$it&NK|cycdwc+SuE&RvkMa0$@)aH*N&c|o(fw}>1=XIx
zSn@|aK92lRk543j%;Qrn$HT6eE=K&zC}@ij;JSd09`_v0qki(@*wMa_`t3hpCOv|5
zD|yqcv3MB5*Qd6|MnFTfjg
zbhGE^J@T(SzL|c^?XfMimHOXA^cFi-`t57ZEt@x(RUQ2iJ(LJiH@H39POljwx^%4LyVJ5lc(RE{HqS!#!sQ3wSz!h
z^dtY%;{(Wh>U%at8EFW4n#YHeAL#LsJ8b=v%y3UIh6bZNK9>AckB=iS^7usZOFTZ6
z{HjWC{(l(-H+lxM$d`D0p5=W_zSji{$>)0fR`MF<+W$)^s8fM!QM1hQB=dk5cm?&F
zJpGmAtsY-P9;%2PTj6ySWO#y?El)D_Uf?&VpX2GjM_%ah&Ghr5=VzH|N6QX_$Z5Ozq=vKBs}thBm@#dl41xD_IvLlLU<{lATPN{
zk+7THAcznGcoCE!zL0`EtPV!3fNfQ*3TR!#tMa;tv_7D{7SUp)6)7qLRY4TFXJ*cq
zWGC6?_tW|IKj$%X=FFKh=UWorcie>Vc3q)Q6*$}%1ifp2AkD;%#fqRj#CI!r5h~cE
zC@4evPZfF{>324#=lc62LwSAtjE5k;O2J2=po7f?ft>M3|C~ZU1?d|U`Y_<2AFfDB
z$1D`opa`l({Bs3gjQGD5e7V5kUs$b+ce<5G-}wop{=Xg>3KfQWWU!xzx6l^E9R=Tt
zasrB+9Y`N(q{sE&g&hkUJHVdsvlsCP75ot5^$LCj@joc|F~na}@Dp{|@wU=&8u3pQ
z{5;~P6#Nq6|5k9{_k0@g9${m=9&d&sT6A@#iJp
zwEy~J$9{!j2;v_r_$b7`Q1J1HpH=WFh+m4sL4O!KGM;5!h15AY`Y!(et{$Hxl8Uc^r-
z_#wo9Q1By&|ES={5cmD2(b7`?3GARv9o%g_rxEX<;O7y~Rq#s!hc_Y0zV}_=($YL#
z6#CQ)LO*;LLt)4i4DjMX!SfK`rr<@Wz*H2JA#N+Uj&csxDT4YV!;K2V5M*dj=tm)b
zQNhQfoZA#RQ;mSCBLhRrM<3FU_b_zr=?_y4yk9lMa>pn~s3yg|VaA%0Q8k074@
zNc`z{4DnKqH`*UeeF8fw6o%7?Pgd~rh}S6iC4r}TzECXcyT}(b$Frgtz0jYE9UGc;
zaMDbHr+G4-YTU0J_T(Y`HiflelR(>#3@1^rR+1O*?0f-Wk8Mj`#3
z3jKJbPycoN5==q*r=O~epII0gN)?7#h>un9S`_q(qIfal?Kj2CUygXGi@WQ;5<7;t
z9m3Ea&w9j%DtJBOlN5Xl;!_oTtH7ZGqD-J}2Qq{ehF!?;tirGt>2Fi$4`j;7yy!pFyd`Xj^S<_v%jL41*dk3xKd
zf{#c10|lP~IOtFFR4F433kJ9%DflcDL?4TvaV^rXQ0NyUeL$gKj`Xi@R`UOq$Z)H|
zupSvsDGKV5evv}I1?ls*#4qJmq~Fj;kL$k!JGM1;h!ybcLP6scL3@$@1BLz&(oafvlaY2;!70#65=Zr+;@pjFwIl9QRzs6Y0_}?VnwEuMM_@~0qAMrB^J_PX}6?_!pd<){wDEL;y
zUk1F%{xFyw*zvy#!!E@CqTqWG|5U*bA$~@|k09>-ZR65N{l~DQeNzW_PtOU&a}@kE
z;w1`x9`Sw(ehG0?!F@jp{hd95+W3f;`Xg7L<{7LoWC}b7{uop|eIC+JQ0R-0K3$^dFfx3q2%3fT(-rz!
zq)+-?;~H~QdKM#nO+0;_XE`$H3d2fdSQgLVS&#J775aLl-=NTMLHt<--zsp(|92}L
zJCNb1g6~57tb*?qc$()SWk83Jo^FWul_LVjKX}||e=yN8WXM$*P9Q!)!A}c3&C{SL
zK96|Y-^VY(C6u$MnH-_tCw}c!n#Zp&qzW7^49yt$T4o~sQiVPb={G3!MM%Fzp)dPM
z#2@&2t-_!q!y$#CKPuR*&<_!KmWL|acofPxqsSSLa*l3LzW+Z38G_Hmn=XtDrxeAr
zkp6asz82{{kH@e5Vx)iErFYkVIWpub3@ef06PJP8AAZ&&eW^lUk9dWGZ$UY^&&E%z
zZYy^5QaW}Z9#HUIh+n7RdlA1$!4DyRtAZbqc%5g7(s2wK9#ZfV0&n_@$I=c^BSQM8
z6#DZ5hi}Izmbip?jlf;|gEZe|E;7yYe~O?~fx|9P1Z5(9+H>(H%|kq2!HZDNrsi_E
z{xZ?g^jB>8F!+y-f^0=lf5e9?_z;12@|3E(0CB&9j|Uv|cWQC^O+khVg&~ai2nC;o
zxcWQaY6YI=nXC+SvA}aYJ0DlR|Faw!Hf@bJ=}N>;Js*#+M|{;E;_-S{j)HG-@fTcr
zT>q`u;d#;RkV~)w@lplfh4_OCzE|LoA3PDi?++pUDuwHP}*
zX{0}=(4R;83Wfd>;&o${4&Tpw=4qbXm*Opviny)dnF5DzN-J{mkbba2UxfIL5^vgn
zW!Mo_7<9yI6}-QTZ;K!35P|1;DmKM0!6<=u_0+`Spnp7c@LxRYGElkno;wjAfeh)0
zzbWu0LHHY%J?9Z$fb=e2aYg=->O~43;&>hW_3FE@qYWxpiww&UcL%f|@f8Z*4u;SF
z3ietBABy+}1-}dNO@P;Novwoa#g1nchAgjCunqC{IM5M@??yZq@h1>Jig+R72N1uA
zc)+cHUcwIlX1Qh+$k5ZrjhN?|j0^~S$_3udGsy+8wGr>F-~$uj*ZS(Xf^Hs_VN3#s
zNeS?23GnI!_#77(_HQ=YJKT{%`{PF$Hhb{~M*l)&Khh_=^efR}mQQ~ie=qaG)za`j%_$oYVrV1_adz9~Pnks*y@JDtyy^9xO_syd1+#0Y-q4)yfH;Z-PjZ^Ua9T&m6Uc$8yg
zAkuGB=qCcs57g;MFAfPl1Su%nqb9&rf}th85*1uj6u5R&6YR%?oX#EvH&AhgXXC#3
zg>?<;j?}f&AKS3Jr%Cr-eOe>W@TA`uZ|A?YVJo+gg0is*=t~v)3vJle{~*3XA@7nb
z#cxX>ezHP;O)~2b%bsZTH41qpicjy``fOJy^mWO?t9m6M-=vT~h2m=x(C<{}_aObI
z1oR&$^q(XB2MOp;DfFbRwB}m9_318CHc=;}&ox@7Kd8`WA$@5A`UZs_HtFf#k%C^|
zs(4$zi!wYa?qQ$pYnxNo2fBHTS%yyGN8cTcc%gz%Lfjpen~wh%;_mcZd>Z1e)4B2&
zO1#eFx=Sf4UI88OSG`+o?#EG(yZ(KU{zb&yb#w83h&SK_T=_=<_j=A<*&uF8%?_T=
zpo1$`@9p2BpbB&hR}dkbKHalmd;Egt0nQa{dn*3sbDGW@sqOmD6LSZ1?~=SfbNI$+BLHR;yHDQlrGPalQrj}+pvq?J{s7u+(R7(4sPY=m33p7li0+Z|p}U8#
z>GtA|;vsGiUq??s*YjFGy$JF#ZtDBk-ltQj~IG1V27=MW!llua8Jpi
za-AK1k6f3`9}VVxg^X+iPbNF}XEK0o{3Gd{Yk964I7{BgX`A7G!oO8(r|;oTa`7)E=rWv`GF
z_V*a+>(yAhoh0Pd*~S?81-r15WU;m7l(5P0LU)AM^Xz)uA5k*Ik#3>(V!8G
zI8h^H+tm?UOi45OoJJ&RL7Sc4Nv5^s$~B8WPxl2(mVTbBWuLr8GFjbD(uw(Yk?CHC
zeYA_*+f@s+n1yDDaR%9czfQ_vYaQN8u3{g2M2ccxzD^pvY{DC)D%~^;)7Go3h~)&T
zL%PlOyh-M>;G3i~JMbpCmp%495IKH5WNCJ_88)l^!D@@0`wrB<^c~4zbKfE*?8R3|
zlzsmlNt4)w-K3ChzKWWx1AmIVLWZz&2f!YS_z0TlUVDoaCfQ~s`yfUN*z&>;;GL34ODmyoUTI}#1(rIvT=7MPLg1K{N&)4*t
zXzlF_7lanfoI7W}W(=Ksd(G_Vg6IT5qE0AsM`%t}6c)~`)`G#1rbi=2bvSIWvs~7+
z%Oo?oa>^LnVcT9I2772C?ZU2qnRI18O`yHlguO7H>F<&0>A)EYhD@_M6bkvx>Hr^#
z$=d8AGuU?rxc&BmYmVwbzl}xqlfFI{eH(mf+}mL7bqB~V+1Udm6kGW=sqwOte+Tks
zUWV@T?+~Nhn7<$rtO?DTS#{gYIWsgZ9Gx+9PNe`~&~_*othUXFp;=YIprx~hLm+bB
zAy|%A-XX(S|96Pat{fzm6#MbZq#v984jI~Pv93Qv7O`&+k#TJL%Ot?oy-G$W83COQ
z{u8++w&hP`lb5Y{mxMDykt)jyYla1;uC5A2hI8*Nyr$94<>k%oTwWe$XWSfmI1mbk
zonRzTt%oAfAPc3@EMjtZ)-`6mPnLM~*!K6y^*&bfI%!M5(IFm~Z2DhFFShdtnHqce
z2)UsxD}SG~?PYl?D{B|dUr-sEJ$r7IptN16HrfO_EafB8-KPgw*+(Sk(}R4&7;M8w
zU~RE^vbanAqKn2w7`phsP;9`!0I_0Ij*<3W3c{z1(RG7u{)GG=Ye=G5Y|71)p4`+%(w!PsxBh
zv&Amw+M(ZKc@1PTq!JMS3T5D#J&_ZpA=lbr1$B-uieEkd>pkr}ukOmoU^pOb+;
zJILmK10KHVa~Of2Z9fD1tMDth^jsMLVL9m}=?Ug8J4wPF#ELp%MIDnpeiBx|VxOEO
zw}Vlk8O7F?(KPn-7bKhcAD|Hade9E+*cYTTb;OXJAiMAdxt54A2Q)V96bZl@ilMAM
z1qXzI6F5b#&Vnhy2_q&D5EBU4vRD5XvA`a;{)fm4~znbmpHD1LRL_iRrC8L%lfa#
zUe=?Ic4pJs!%0>1H5mXS9`iL!ao^YE7LeBC47m=Z%{)UYz_CG^=6AReBm6MT`G(w>
z;+G;dKezKtFeWs^S;1LSLWD&%jdkn;2j#4@WKIRw4@ajaCa!5>=9(r2Yhv-V)($ei
z*aMmtWIYa%GB)5GDFk!ea*pIlb7&BTjzd7(wg-HF$2oG=YsH>EPu}%Xv78!&24L*X
zp8l2`Y%7(rj8dAFtNFn!Fd$v()`gKY*!n`xf$vBq%Qy#&W4|Xxny|bkcfMvAZ2k9S
zDVQkr0vXSGULwV8Tq!MQZxHaSN*|@{mlsHJTW&JL;qo9IxIq5o4Y1umkS>`gUF4XKMOP5qt`JL)WxXK?1IFXuE`ybRS2KIv}>b7SLMCvgGpc$-?{tMk^H3LNX?3GAL*PX|F)b6jighIog3NX*h@y
z5BX?!w$Mu_QJ516SuLrH-ZFvFox*zfo2w%@QpIjo4T`TsNjpmnsklRpyDt!f7@AaKBiO|cu<
zfn>TS*Yev|m92%VLQcdCI8`XrWP`U8n?2o@j$wlcjDQmAu#frEB>wb5J2;`ACN$79
z8m$gmh7k(tnh_0}c*D`;s_?xHV}#V_>QtInE>}PouC42)Fl^%NkDV=`J#zh4AgTu;
zvPB}{pb;|U0CkHkT}`iHhaaFlyW3UaNW?a5(~dY*0o?YwF4s?Ym`>?0*~C)XyD`LF
zm83(qRMCOvvxYlpd8}Uw?d}C%1&4xICB|&D;!xaUfx?guCF7}X@FP9Q&Lz>#NxEUO
zwP)cF`q4*Ae2__9`3GeBSw5P16}N*Shh(&}DT2}k4c4WBOl((f1f`K6(}Mh`GS%Sy
zJX7@Z94M4-1f`Sm=)_?jG_z9pQ3>ONs5xLgwQ@sYr#cjF!MbTO?Ey&b
zL>7=mX?BW(_w}^Gy`nhRYP2RX2kzb`RfCTq_S0Fciqc)cqwk
z7N?NwZ?Vm9lm2r|I&D&>>SBm_Zk%*wXm6
z$==GKIz*uJ8T2`wANnv0c@pT5v9*{d&j&b#v=t<9?`G2V?c`wLU?^F{u3RCVQ*_7_
zIGw`=<->-0DvMV89D~8BH^T=BoVNfr*fX7I4k*4S2O{I~PB3aXzBj5b}c6}E**;gh_$+rM!
zmJgjS9+6ACUcWgEXfu$*v4*jHQQ7`b7O<^X-6;Q3}XxE
zxDp}AfEW$Z4H=IO8IKL_JsdO}=StaE1$02Ra7sf)VFRMDpbAK;Te{QUu#Uny&vvK5
z6o`VnA5u23QYZFvcY2ji)5XS|UP!YkR1_e}IvU&E8FI!eg*1h2ETq>`$me(jHyZIU
z7#+4p5xcJkEP&m(RZ3u6{Iv%-Lx7PY`VJ^RTtsL2biZ7#1;sSm2VrhiF&*#I;g(uV
zO}_uLOX!d^vDya2J3d6+ip?mY$w?i+CK3233~#V`-;t~gojVB!h5Zf4=AOKYR*&Y1
z1E3I*xB!SgEga7gC!OKm?OGmjI=>!p873QBN<;17Y6*9Ke_nwR4am(0r5->OpaP!4rRTD4JxAxs2n$hF229nnKB-7
zgflsMB|G;PXfNqaN9tULDJNn|r+~z%g--6~FcA^6Sb1N_Ybwu@cC23?S`KTI)(4h%
zejn;5;#hV3Y}F+=i1+rPGt#-=1E-8rhNVg3F@5RHKG+Li_oY4R#QudMj+hVJ^jd0%
zsd5=|)xhstQpnYomqEjlo-f0UA;XLTc?now^TRDP60Mvyf9@Ou9_`^1*vN94kI@H?
zGd8!JzLp|S2Ezuw>_;zvONRU~$ANxY1TG2B7ED_}f8bE_oB26E&8`q}r`(Xqr@Oi9f5)Q9bbY^{Gv@3f_qgPS6>TriVuF+{7rF~>9
zf^xyCqfj678?-NbREHe`Q3;+8d3!w|=nDKjw>0@Y7Jn#b=|pa~*Wevr;6k*Sy|LzAfso0~EunQ*fd
zF@oK*oNDaTB&czI8KlMOa*LWWMwt+!#Cdg7e^_3_&u;Hem*uw-qQr*f)gYZcaX+nM
zw_i=O^Nm*AP~L7#2viV;i`hP)lOY*1mP=RDoOYs8Wd-8GR}QNTLYd>{0m4b=4WR!6
zH*N6MY&Pr~dN2r?3+!CeXvI=)m)NVODFTcsGb_{7&v|0KP
zn#&Fhq&@i_;5`9uzo5ki-$?tgIiHe_%p62Vf}brNM0fivKdY#qQ+yDIybUCa2T5KG
z(^;&7_NSIOui&tCnftJDgXz3%sZ`dWOc{kt$bW?Hvx9jO%b(YQ5@<@;fg!Yy&xSJ!
zG_Y+WDS;|S+E9AE4>FypLuswgHrU}+uvbnFg#*=Ouf(7XvFwjf@qgpbB$W*xMoYl>
zdq&ZoZ0#@_gy6$Ncpg<*_CR4Acw@?vbOvhr+kES~N
z_w}?FZ~|!=yY2>CkhpskjAhJd8fIJgii{pjD_FNNbXPi0
znLwk=oJ@#OurR||*^P7_+dP&U3}lUA$EQ(}A}_ZlM5R7s=^R#G$uYUy0ijrneLR*<
zZpSN5Tw;)2J(W)M1^uygQ|WlG53YGI8@BcbxfqLEMx@;Go3UR<=yTrUmM0>_RIV4Uk=*GmsIkFJJH-}M
z(~M+Z)Z|^_gs^zI4L(7p)*>>>dyA!s;AF9JOW0o8BIdx;8bmxU+mOWy$-WC9^GyrMH9Og5orGYYi<*7S{yU
zcOFy@x7E-)vxR$D5O?@+p?Jm{$c4C>*o1j>M1hPnmW->G3@?@pFBVkCUz$Q-Uw1JsN*gf#%gK0mrkmlQ}1DJf$pi$;3mdsTwnX6c`ux-J`NNk;-7t&&GQ%)|<
zD~ksVn6cw9=MFjujzaNCnn7-UOKxpT9=C8A^e(1ZIie0#4pkMwAh)&!Tbq{!Vo(-%
z*gIUBRPJyKZbdBy&dmWMk?Dvf(-BLiBT$SKf`bff+>JYk)?U`EEU~TG$~$R(I=^ay
z0GW$ekc%`eYWPlCoW_fhykATQBDsGF?ey3Z2pnQbZ79BKOK4WM7${VQxJFynv1~|8
zc%MvxY`H;g*r0*|XWU&d-!)6&Sb1*=E%rgE{^l)Zu6{3kuPwX#E;=ut
zdrY}4H?1uBeGp
z)XJ8d)s~ypmbn1r?b}Dg<}Y3bw{~$d<*?8)I-pxi_u(;@tA}v?+A=zZ=L9MD&`CTe
z2;D;~eUJ_8y$9~u7M{}mmeXM}>$IU-A__yc+@&_Wkm7}*6zC8`wwk@_nR_qIAtDql(zGIFEbtH=mM(*)Eu)DI7s^!+(FN?uU-1k$rq$HRKwf+iViM;u+n10GRe1PsDaup+qD{!d=b%X$QnLb
z4OxQ?S;NRxbP)UeSG0@Q5k--}Dtd3WoUP0lY#Cu3c)QP)El
z0dI(uJ2J#LP_E%%2jRaCRLps*%f4C5YpiP^hvAiPHvM5yLRr0r&SalGOpC!Y#4}X0
z3%CK+(3OxP@=_%my_OegWGUO?rSKc2h{J&U;Ij0uwRBCsrnfYJd_Cc41}C{)6v|o3
zda!3J?#horm;!t)1$5p39`n$8s-=nO;mCBtffseh*VC>%&jw1FAvn^39Js&HN8s)k
zc!ZYmS86~Y&uj+@uJazDPVA*e=wFg$?iYkNMRz?8#USvvcOIwxe!-m}QXZ5==Af)3
z2W9vP@^b_FAUnMDxJY@2)k6X1<$5|f*7XTG-3voqu#x^PHsMKH*kPm?8@#O+=?k<%
zFtp+*f>tamv?8==mUK*L#gL&D3kj{kR&AvZcEOKu&-gurKO=8h)^q+N{&qiG~T=e8;Id%xN_*sr!1Xw{Y$8Pg9
ziGP-NF=*x3ZE0`#jPiKk6?7;MUya$OGZs5gpuFN~HoncWr7OT^IeQytFQO?I$fKxe
zae$T+8?l}KyIri}4O-~))mSY27A;S$87jZZRx^~QO7Y)Vr09#{SG~hO3jz&$*zNmi?{-JmOL4P0dfD22$@y&e
PewynWvY8#*Pka79f90Vm

diff --git a/posthog/user_scripts/aggregate_funnel_x86_64 b/posthog/user_scripts/aggregate_funnel_x86_64
index 7b49f9a90dd5be28235cee8890ba43a995cb3e7c..615934388b0275142af8e9f143b57d409ac25128 100755
GIT binary patch
delta 174440
zcmc${3w#q*-ankCEd-%ViWH)92@oL2trc)vZl+LRf+OC={6%?v2!c1qVA{@69={*T5f1@C9GN9}5|
z^3)7mvgkIy8wU(m`!vd7GHF+RIVw@VqB~2k_orSXV;F3*jAPefCas_u&s4DOFT6n8
zliF2%BID9NC)TH)ZXPl8`!{*_jMw*bc{A_ls#loj4Lz|mue?U|re=(~*F3rJsHR7|
z?tS3*U1vO>QV!#hv
z$NRtEfOkH?>*?gUV$vFJDc}uv846U00@eT@nU>!k;Q4I^ym%>ZI6n<8r{Idoq!p-0
zNl4-~Y4Cyn*`oyz}qk7^>0k#tbJ40MSKL!$pq?`smH|}Z#Uq>1s*ZrGX-wC
zJC#C91#UOs$6r%~u$+*=F
z0slzgEe2exr`>>8i26GOu4wA?rKqUWP(W+IwmOxhohyWyG~m@YbKGgb+XbGViYumz
z7V{CysR<^pz$?<=H3s}^LF$Gy_(lVMAFCho*K9~QAR2Br;HNC%9qlmS0|ee_z^etR
zP4%gi)ACyhC;8V{FkMt+Hx#%~;Q0ppa)G-Hcv#?N2K;XVuh8L4|F*o$M^>#%AoY7o
z6sR@eM=$01*Qddo(%@|;;#~hbPE4ToOgmxD@b
zMV&$m$_)i-1uv@%_=OMi4%HZNSu{{@z~>8my@vDgn@sB`@QOBS32gi()2*UFvjNu{
zZZqIo!}|@mBI=14ajl{*L&6_L0qZ@f6lxN)T;H28i4-jYEM8Dxv$pueVmEkk&MEtERqM&aQU8t@i@yA1f6#&!(w1%Yr1p!*I1wlV}+r>22r5efKPsy^S;)AKPmDz7;vrr
z<^(SE&w487&Hh9Ji3omTWL*ZlR*>2jPNiIz~%JEt$ZyLc{aZ;Bp$gA`M=1
z07BGuaSDap}-+c
z3)0|i23)JBBMsh_iYq3qfc1fsQ^J`BccsD0)8N%7#UX$7CrvP!8q?s-Y4G+mc*KD3
zyq?RJNyUIk{x$W>yMZU3y
z4S1HIbjvz}|8EfqZH59)QBk`A-zZqH-+;d+@D2m6H5^IcLjPV81v(Q6q;~K_aHj#^CK|{$;97?Y)8LBBknp6a
zNH*ZF2)xXIuWRBwE;r!YMg9r{u63x2<4OPjSy75QaME-UIuI2AA;9-&9^ygGr=|%%1`Lh}lXkAV}rvW!j
z;&{FRuMl{l0k?{+9G3yVN>H>MIFovf5BU!|T)FjcM?91Fppb_9tDsGc%iT#?P>6c0S6_x{+k|3Wr1etECyV&bXEhdSvs2m@3==;OatD~%+CfC
zK4kF!J4J%aP{8^!FCZIm%|KP8!E4gs4H_=SZ_+B-s3kD_XEH?uNt+G$5slOa{O`|l
zHR~|oB?9j<;EI-D{c9=-7o1U4CAm(SV!8$%l;wTx+1kh;QXAXfxo}mTW%%w;K{_TX})~23!-;
z&NR5CF_qM1FL27))8K`T2LE3xP?n}Zl>xt5G*FucUvI!45&4@ExX{1NBB3Rb!1eD3
zfwvp*<(q}j8SwiB-eth2zsU1jA4#RqC5lL}8xphvg$8_`$X{l_UlMqg0Y4z{1_S=A
z*z#2x4GG#_aFYRlRTOATgLkCCyA1e8q8{tt7$uVa|6!5fiw7Yg2IWe}$-MeM&+SZ%Tu=rNKMW;9V!fN&c*VPZbKSL(Vj~D-B+r2Cq(o*8^wr
zuUSB?;l?xtnhkhJP_E5@YxQ&(@E1h>t|ZR&PfM^qno0=`cN*}cq9T_8AGn3fM7aU)
z=*jVF18(Xi{Qnw5LcZ_=)*JB7Hf|Xk4Y+9!$2S`AZ$*ci4ft;YZ&M5jrdN4S_Z#qg
zG}0OHJ|e&6zfvhTQs6cNK1twCfhYX`YeYh!p+LJ>QppDV36a0tfZrrKT4lhsLuxgt
zxMF%qR8*guVA6cIMg!hx=M-u&;I2U&?=av^134Zs;Oz{D{B;@_e@*>52lJlh8wyyrap5X7;HSRE^UDTYV?ntA*H}=c!f%gzX8|scc#HD8&e0YXa($s1Pw1V;DfhuN>mtd*Y(_4tuo*h0tYX$By;A;df8}M}kFEijzDI%fVkkBgd3IpCQ@G1lTslclZ_)h|_
zG2s1Q;;d0>4GHIogn9#BCGZ9Vt_Xa+0S^hh(SWZN_(qN={eP2iG@1+r{wfMI8}Jtd
z-eSPt7I>Qh|5)JdDLD8a6$$%O5@32ohdK=SF_AxFz-?l3>NMb1QBRivA3^z<{5_c}
z?NdcX76X31Hv1Xy#R9h(@Z|!x8*oM7PT;J4%>v#d67mfN8uxHvaT)Nqz{?DH*6Tcf
zg#mX7ygG?<{kv8q)Fu;{`q@MS>kW8=$iLBmKP~WP1KuTAu>R>(N?RSm|KDgx=p4pJ
zU}{P&ka#xWE%W)&3ab$>=eXT~YxU$S#)R9%G-|+IVlT%cI!fK+;blfBlU0ZFCOK}?
z;k;&!+Xc?X&t8Y(xXGz2z}-%skgvl9ZCFB~4(GJu`CU3(lP^kvgzz8H?c!I{Z{!
zJ&iiNuMTe_oaCR#nWsx=))nZd!&`KCe;wYY!)-deU5B5h!}sfO<#b&_hc4j^9Ujr)
z19W(&4j-t)yL9*<9d3GtO9&0v&T+2)7G1&+T>+~OAF9J`I((Q8x9f0+4tMJC;W|A3
z8R7p^k4ESc3UviW>Ts71cj|CihmX?XWjg#!9bT^CH2%@LgbFPI*ccsNrNhVS@M;~-
zUp(ZAH9CB}E`O~K&j-%wkDGd3LV>P8gAPAShp*S+6Lff^4xgyQH|p?7Nn9~C=@QOP
zCYYLa_#bq5iw-Z;;cYs+NQbxU@X0!SKf^J8;{6m|LWi!vR2?4C;nQ?@rw(`N@Gc#G
zjt=kqC)Wb{+ea^rUAlz9x&o%BpFd^pk?iO5=Q_;~l=ZsevhF6iuElGPx6A$=mhCKO
zeA3HHx|`y|x8Scd*o8ZKuA;PPM;yQ5&(SkY8PRt3`~*GIR1s}q&-b9($_6TcQ)f@#
zR%y=4Sl8k-4_1FE8=iSZc7{6e{2`gs%^7O(`O7me$`*+qoIg~(=7N#t-rLoN3r3$_
zoReXagR}O_;nGeySlWU6h#bzoZc_Jkxxq}Edhmkjr@z}Pk*7r@-cK#=KDOY46CLI`CsA?in3~2kh2Z&7X_+k!3E~&lhnoqvvVFhot5iE
z!peO0@PZ2aufth~kaZRjpdBf9_tnOneV|NTv9SE~f*u-@La7G}#0ZZq9Gkf{vzt10
z(YTzS9IQg3~XGhQ5#f!wvkV3yzieZCw#j!HirueOw*d-_k^5?#_W=AQB0*C~gx
zhx8y}k;9Y57pdo6G{Ah*cnp7V=A_T2sP|no*gU;JZMx_p^U{TC&x=Qy<%R0m7Y`rx
z2qtDZoOe%gcatahqbK-HMEW%zmwLK`yX4?!k-tsO0Dd$w`G^|0IN#i|K;4Y84=qqX
zzj*k>Bbe+_cDJj$DRv5O_Ti>9_yh8Lg2yA}UAlT=MZ6xrI{A{j`+qzy!&E6tH|(jD
zuEu3x-9W1m{E0da$g#mFv;siV<2X%6qDE=^xEmAFBN>8)@EJ
zqMmcv1oKBnRPSX|&7KnVxywE<`?~)H(Ulu(tQ+@by
zUsf|-!d=(ioH6*cSwBL^L$^Dua>(njMb5@!C6gMp;i`d-`;LLm!4ijE4wpDAbmxRf
zM6*cbN*wvPpLVAD?p0^?x(LPttyFD?eNoT5;!Ja9wz~3)Gt8I1|NQzZEE(&Xa?Dxk
z&(};g|MjSvUv);$TT5Z5f}h3noad?ws|L^gb}l_Hc33{%n#qN^wLJr3gdca(2WHc;81TCX0Evn`o5
zZ=~wJ>a46>Au
zwZJaf4%Pg4Qa5DFX+ud*IQ#RnP(k=Yhy68H=mM}r>L~}e%YG2V!|tGt{nYmzy8>_4#Gj*)q)QBkJ8tCz#JDQD0elw)xAM>S0`-oT-jpHqGpfsMjrf
z%luz6)S~N)%-79Oz1KUckt?o2|v_+cyk1
zM_uYKxNLK&18zKDSv`h^M+z4Sd;!S`=e;l*2I@@QJViHCaPtaoJV7SLt}o;9=p$em
z;70+M2EP?4BPeAxPq`;0r593S)hKWYRX6}Q7tjqg;a2EwF7C=xihP8w#HIr-PJy=*
zJQDC;z;f^%>h(LHvtHX$GCqimI;j}#$S}pOh^+k3>oxoObA
zb>Bhhf|#hoIa`P$;Zp@ePn?pcihn0FP*
zK0Zw?S$?@$nyx;+eBh{Z=UIR>XQAlo?9--oH~G6VeS=_Ha;B**x8|AenWB1D%+8!^
z%2fZjqNMMsW|-zs_6BOBXuI#!P|ibB)q^We&szmVs%s*H793cGhhWYPQ`G_9A<8^F
zAZamK@ZH(d@I)?O?X-o2dllI~Z6dqNkweoaP->p92z6O!HA>dfCMh>(1VAY_Tf#+-
zXPYQX&XFn9+;D1cclN*VK)-^P)$HEiWtQrCP+EA>o->iS^>w7ad?)_AgkB(DJkLD2
zyD9q3G0HP-GqOZ(HD{{dc+czqOd%=I(RkitxQXVWt1vrfPEb9*Gt2`gsMq@J%7HV{
zlklp>$eACr@~4hN`A^~L#zvsF47{h(;!}#?$_WKAOBlmq&0H&-)T-pv!!XFl&K=FspC@VQ#=B){E&3x>jZa
zqr%hN03%trk69xBB<%}sZzd9~&OQtxYrOuphWEv{
z^ft4Kx!4~$n@C}cPedpDJLF4>7Z)!f&t?fsQTCt5sRwVhPk3<@8{PWIV;?g9Z^d)u
zV#osHtDx^)=)Xqan^~nj6si;y*s5N7+d%W>BglvCGwHk$thV+@Kh#FPk$OYf)tSM4
ze38@p@ej~OXjO+C@~i=8E9CrT
zT7bp#M#DXD@1}(*uRZRY8e4(dCyZ1N+&*eV1SMIkac>a@12=}`JlopB$=^(cp9ob
zVdU-cyx4g4_f?IV8Se?24Bo4wNgwr%JIZ>zG@gmeN8?n75;NC1)!bTp&lOHa+KrLB
z-c_g8)|pQor*5wu>;7si;JTJO9%c?3adz6M8B9%|8woXapcj!sG@&_tq3jD#J47!j
z{h(QP&Um%x&gsfAXupu)ANDZ`jsbxLm!KI)@YR?jgt6a?1SY|lx=t#=&muz_3H}o$
z86@~FVCs=Ougv)!H(O11V&BFwYUN#j==~uY*TnCQu}r4>(qwglOg}xGWV+-{J0sQl
z$SZF%nSLM7ksIHG6_c2g#HNzSYj33r`D|S)lUXZHKb!79i)??B2#6W(0+z=>yX>)?
zcIc9z-8OtO3!INpCqo0XPzz``9F|t29TFJrhNq()GNhv&B^hZ4Og%erWzH+O*-BsK
zisx0GsXi7c?7a_-YqWcPG^5>nr1B@w?)qVjcA-IncDG^75GEDRk#XAKfpxW8Gx{ph<};d8wQc@@5=BkX09Tvq*D$p$d7z{d4_3s7U>z}=z5DMw8~1x=KSbW47u6~
zBp-8h}+v7HXu)MpvV^LaP4?5Xv6{
zOSN{p5Slsyo-^|6U3U!6I|x7dV2hh+6Qti@99Y#aW}bAm1)$sqy?K_VC3xM0btv^#jI#l3sB
zmF{WO{XM~NAo=(Tx{N?ZUo)=#0~!DH3`E7D6=ia0ML9Jv3XGQhD`gXn=_tBy(~oHwa;IXcYwd>c
zM05K9byv7x#6trp>lEIwC7u_?Ga9mcLMxr6;Yx_m*xLqlR|noZA+rS6`MCDRHF$4H
z=I%4PtL^t*G3AOgPzB~h76({NZbN+dJYeqN?xeQ|*K#t?7tbre4MZk#`K#*n_f?&{
z^>jwGc;05*prXV`;=>;W0-19AS7C|Hea8DKcWBx@yijrcLzKW@a5nPv7S-M`Nx22I
zar>v6yq~&5ij~dL@!@Au-F}?C^R~%Jv@b((o_^^A4~#k0iZ8pBhP@7#8*v;O
zeSC>}&I9u@ud#Jk8y@J_<4*`i!TmjNoBGTH;~dgu$Q}GP_MIRllSs3TH*wa>uw%zs
z)eLn&zriTx4*p0PDK6sM8rv0lqg9=tIy3*=zq@*=dcJj5e~eJ`5HZqq%9j}fx}63z
zcIvvzpULj4{&B4>5A^So%FGY?byuHL<;;65aNp(-4ENtY}s0mZiwx8i{1p^Kng2;HhZ7;2;0}d-a!Wb6D`cQ|t
zJjY?zMesIg}G8qK3wrsKsVXP4rXTMLV$`
zj(9?oI$84YpKy^wV-L}#ZjaX?2R#&sT;|C41Um{2kZE>C???5LLOntxGe7>GCp>NF
zgW0CiqHmU$7Q_pVc!J->^E&&Y3i7FY$wfP5X?6r0iuFMRlJF~Svj6uUzUi|HzQTg_
zCbULBPjL8hYB)G{1unCwqAxw84hQ%9J2Kr@X07&Qbj3SrS6YX8E29Mpk+StmyX=3%
zoSLIDX+&#RO2fR9quI#IRzVb%Y>n8#W3MCnBZ3N*?3ajVCenvVb?r!I70Y4yxa|Mc
zEZubmXvQYOKJj=iT$`C#Kq4*+lZZ9RCF&0w`YA(Cg=_@g$7-AAzW1W9<1X1BPiPC{
zi5z;0@yQ*YIv$~TPB4@#%|K+HXYm9l%_Hf}hX0
zD+YOjc=iN;qDckm3OWPzjAD<2E$c8t(K99_)fo7TRTA6HnacN9$t(cD)A4b^eMnRHyIRc;2*A>ETLx&hozR
z@9H7dU1wI$U)Nt*o(*~OWrL})xt?$Zx>bY!tGl~H-N^CECTg|2{dZU(q?6vt?QZgR
z15_N}2MdP3Bn&hVBfoZM=Ruyh@J#AQq7@w59~X*i+Y0uS27hsndaE?-P$akim_*WS
zy=An!=xr%*2!#sv6xUAeb&3=if)UB_R(H``zJpO(z-eaMjX->N+27IS8P(zInw={ES!5-l*iu&F~6{t@xYV#eWLNR5b#;DTZH_>Y#N20*tV(G@LtV-!d
z>~Q>;Gf1T^i}!OzuY($P93)h&ZCM}7D+3)@9P
z6142peQKzb}WZ@3Y9oXZ`47xD{f-CUDTB7UCoYmff4=8}+sjB&C|ExAg3yXUw27
zuJogOyYAkJd(f5P`3zSOAPP9ja9_*%`pbQA8Yrcph0i@=gwp1|X4(In{g!d^Yjn_s
z)gt|U--M0i#)x?-^&ZiA(
z^~~`
zZzM(66QI@ic62j}AC_)3S4!UOSJvR9!R8s(O6i8SN=5SK5Kt){z|`?!>$G?r4b;7k
zE|(VlTdMox-Dx^>Hw5*>4xLeVVux<05gI!*hZQ%=>RFAaneWI@OB)9(Bhjd*h>L+#
zmz%ETs~B00r1;?^q@Wj=PiT2Kifg2JFO*I9bGw5sIp)nFwc(M|lyXSXjWmuE`9Qvt
zOY)bUbnJ)kI&ti?Pd4^k6xVt%Nc7+o>Olq`z!5zs0uPZkLGH+EL_U|W%!381D_}H8
zm6PW($Ryo0`rk05ndI|BB1ye4ob^PU6Ne-Dr4z+Ufm}UwlA%lkcTON?JCwy!^t)8&
zPS?VpZl|V=-1@Q>s6lYqX@qzSRwSC-ljJU<@+9nacT%U4as(rxc?L4{k2+Y#r9tKt;tAi7%s3Zb%^`
zaXIjwAB8b|KFWZjNs!S_WV|WS#)1<^NNz`hikHzwF{sBt!6r}9Z&IKc^()B+N^o!m
zv_ynsEt?yNruOJ5Xs5Cvb=DHx;^vsGn@RDe@TqUbLQaX%{897oxThd(zVH-~<~O^v
zdS4mJyr$^P=|0K7jX+2Wv&7-P7CF9+W>x=hX5Xtco0Bt$wh}r@gCs1{t0^8o&S!F(
z+t^saOC~YFO=A5Pa5OR!1{`2MBke{-02EauQXmG64q#O;o*M)uIS*#%!|4w=Y5^XW
zl-YI~dm(aqf{!{}RD!zBt{WU>41dZ|PS2W28S!t*v|X~ItH7mEO2E-hHvp&tX;i?`
zBA)Zba}%yGV0;CDn>B1Sm68=CMG|f{IPC0Z)CNZ*zky%CZj?1_KCFZ!emVhFrdy4O
zkv)hqwOEUrymk_EHojpHLW;=n^$8hgP=M!iGOpRYHkmRd@{r|;=beW0#Kfx4IB*%LJA-cP?$H9FlR)q{Qh|4a8s;U+B7X&l1I(6%+-
zP&cu~5Q`(gNRtu$Y7r{}&9Ur^-9aa1`Xu!3b{vU--o>t=IfUtMIN+#Jdp~u$QVorP
z>ca-Gn^CX|{04RcHO?O6MiF8!&zH25ZB+Mk+8rC|ZX=qFnV$L=P3|G6jl
zd8~Ug7JZ1jksYqZ9sP)^WJF2(EKF}PchWQRG~!A>_!fwsqkY5#vX|RJnJ=&KUR_<#
zE^VHlQ}pq+n9rh)h!7>~hTWIL4e^!LCj$zVg}*N#(eXTEmSY
zDy*OiQM!yZ8gNvJ=L&ibXT3#Z!qr823JHU)DyQqxZH0v8GYqSDrYXg7=3BP|j15bP
zvw3P};F!yjk
zV!~0EojN1hI9Yp~H@TUVmu4;AckV5+au8J}5l}dftTekHaL|8dnKZ83os8nQ9pe-y
zX@QIIyP)_Rwdev4i)u9l+hTom6nllKU<-|}9pj^GirqwqYRTx}N4mlIrNCuDz=(I1
z{1+z$=V-eG*0v2frMoII0&0>*LZV~C6?^cU66}0JnXE}ZD!_(PCs#MPbj$_vIBaxS
z&1K>{{Id!U!t;^gCONS&3x@zB{0$=vj;4OpW5{xFCi;Y8a`0SuNlUR0@~FcJP4fh=
zw0nXp_z{3Iv^_H)?oT27C5looouYUrmPIs15O{iGOALD=pzoZOjJ^X%hC{T+rR44T
zRZzDOX*dKyu97X*o3BZVUu85!hv8OviBcD$P@WHEpgrV1P=BR>gEo+w@rQohp+wT^
zW4E!Uo+IX=DU9+mt)q+jXr?Cm7wn1k)1_;=i=82&
z76~J$1)~mrkTl}v1m8b*z8!jhF4_A`QXe?Jhy<=-mPC=m#deYuW^7O+6MsCnkp$sc
z6MqXNhn|@lfX!tj-(+g&cY-}?Kmt*YGLa3UAC+eI7qvH1zwz9mt*tf^0OQ4{Ja`TC
z4DD+ccnz*(yx@Ppm!N7pfDpB@?2O=+HPwk5x({WbjR8>DP;nOSmNAtsW(y3N-JfrB
zFWprLA}EZ=az-1B3R`n@GR;}*a8bVS3?3i{mM|SQ5Q3fHgZ)6=705?-B@R0W$`gRh
zaVPDKO-izuSV$dphi7NNw*~3(kl3mqzMIg5RQGpC2@SLw$uv+;(I&PIB+X#`rV6-&&H5OXiqGOTG9a@A&7uck_!Fa++D=fDZXFTuE$V-vF9zb#W$T|my
zvv4xWg*TYmNS&I|8J`(vJ>t+FjFost#KeCfbS_i}cNBPNp+vG%(T`dGX%8o{g(KCi
z14uS>G~7{irOt)+NC-_vXKh0+RzkT>BoXizab){ahozVvL@F!G!~YV
z5ui;*DUg>>@h9YILLTBQagTQ~QlCay#ivH1C7s*Xr}X)&udrKpq{sp-4nVJv%}0X8XoJz
zSGWlEgGVdT{e*iu+Y0x`-n(GjYMEk{uiRT%vT8xGbORBLD{rr4Qq`C+MI
zeTw1C445LrJ|eaUIdZ|TU*@n#flHkr`@rD$vVUip9Asr+jcdq8G8cx(LS;(Hu!nzzCKYliQ}QiyE6XG*or_kbIzu#+A~IgX$*<*fm=n4J{sb$9%2
z@0DaBk%L>v8aZJhjplJ(C(L6o>QSK56p7j%9Y@R{CrF-Bmavf3u#mSqU?QuKpG>3$
zxyVG8ILJnxYei(r0s_ypfX-wKXIi~Ox!HuNAU!6UNp&CM^?fPy8f;heP24g=!ct+O
zOwq?FnjMCHg)~Zc{{v8@l?e_G$Rs5Gh*bB@@5o1+%2(6A%i5c%=2wy1D6-P(7m$IA
zVixXB5L*{a92Z*!ts{qCkC>Sa_>e>BI;pq!W&}RT?&`I8g*SGUROfIYYf@jN)h^J8
zH~u0z%#L~{bmoW@n3-rCZ|5k;!SgPmywI6nugEY(<9L9F4gZ2$jG$HDJhxmr+iMq6
zPGV2LREg&cH?ewQX;$PXhRM4T8Me_KJs@_N59eUnO}H06Dp}Ozu>y9Y6$eYlAB6p7
zMi!U7RpOwg)BQxfflL$
zEGGsD+g6KbQqIK=8Go;GluH5H|0UWg^+>|87f(@#RCg*sVB}tFs#`o|HjDwyXY@{5
zpo86jV`FJChrHxWyQj>~m+Brwk~=gTOhViR_sld=d~?5Xl5@x3kphn+3o5`72*x-v
zSesZmZnKV~5WTN%@an#cF|&pB6>L^>l&Z!n8Z0o@jta^0NPe37iMNmfm||jqJ$9M_
z(1co{W1yUowA)Y^&48^3Knn|ueSlQwLmQNZn1s5VIMC{K;wV1Wh*#loU+^hM6=Vqu
zeux^4J7vz2RzCxF&kIjw6BWFe>!2xga4zpOj0BcOkpg!j2VXO4B#8AY-eN&j%mUDo
znjM;N`;Lk}#bzoJWgA;IKgy;mlJi;;X)(P;Mnk`e_-w9&$42uRGZ^I%tK2NM#H0~H
z{=7~*2<3Fjbq7h2Xbj}bR?w)DtL*MLc_^*^_cH41&+gzsck9<#7|(|9sZ&43^Ug)@
zm~DQCWuea%#Cnp$iBTM6!GhfwBs+d+VguoQQ)nbs-AL%L7aIvkPC6}F*|wM+y}=3?
z|Br$bNg|_-G!r8wzXAFAq#cDbki}xAR6I8eZu`zet#DAu^2xy}8!fD>71WD$r-jjm
zv_lv%)J6m#VP?Jro*8rTOs)jco7DrH$Vg5xiGe3P6(_={VoD^@^U}$4*vlS~Zde~F
zHgE(Y#!x%XqkjvEDX74X4!MJK{@bNKUWHg>uf*T;tn|0LJY}(?O!D_xN|eaDgxa@I
z`yp?u6;4u*6-62(hX=HJrcB_kF77{0eVvKO`%gqAg#4Xo9|f`a&a!}vh`~T@pfNI5
zdd?N|uug+1z7eJv!htOnkkq>%DdJ2hoZz@8Jn4C0jG`=As$VlNF{vffjLW)7|91XhohF3z2twR2`SxTr|s2wCt9P9hTsUKF8CIP0t-gNjjfhY+Wd2+X*X`eJ
zft`MXNJEY^O}r#*WW}7g!c9?<2fpB?%K+&|ohih9!5%kTN&%|%K;fCnA^3M;vO@^|
z(QBNqBm7l6*>p!InXr7S8`+uWhBvW2rO1RGob&`@fg#nsn}=KqTBYpt^AyD(8LaGl
zOz+}=Lui5wcSH`&wo)ufs~vWLI!H#}#jZH*xJRnH5mQg>MVLp@f0-C(XF^4Xb!A%1
zA_xo9ipdjar4LGVafRtVR(5OI#zV;b(hBeLYYW<>7w2Y?6H{~NPgi0A*Q1r{LbMdK
z^qXYA$XCPh_7=JiUxf3{Uv^=`+&$`TchNq)A8^PMzO9qLuN7NBD@>h(BU!Vf_rh7o
zon@D-O7`3Q9x+5~_H($0C71=y%*rQ{&@jMWH0_S>^k8L!7;p#96SFS-Cfza-E}9gG
zA!k8L;xKGU;g}5XJG4?Q+U7eHeG9269YFA`=ndbs#nR@tWaZ@y@sp)zUKcAF4;C>t
zcc`yPE_hwu8b8i|a(Loo`RHDG$RT&gYqH1%Z_7A&d~}~Y()u+*Ml1n>M_;?O)Bw1j3u`0)^bY_YNO^WYkC_X2o6sYQ8do$?hOq<}wv
zJC*?C7SHA{M!Jv(3Io9_4c*{!XM7B5FGDrOQ|1kj)*>cGL)X*`GnR+c%R^rI?${U}
z384cCz@fS&uG6aBke|M|C|_HSE#6KIIX&1GWFCA5^Wc5?w~aG+?w640Dfmdz
zC0CQ{UW&(+gQBwul_>m{>eb#w0Zel0KNtWOA56IQQs8V-MlidcNP+|GQ?S(|)sa&H
zkbHR@%_43{bqIA}f?mUj7krC3^a`0nL}U?^W)!990m72x*7IO4bK}W?ldsL(9vCma
zmXPCbxTLi^rNC3HD9krX$t?Ducja+x8#d}zEZh)cWI44cEoNv1q1)2nPP}B)!M^f@
zB}!>9f}m|_@MoIQOlXZXjS6Ba3CBvbIg(5!b(2Rtprep@-mE9Mop&&vxA!xxR(EiJ
zT?=(LW-d7Bs{IAQOvoMlFRsP&!o7;z{#M)EP)U(}Zpc&QB%LYPo2vJS+brkFyElQzT|`LxX_?0ap;zT%Zg3Qzq6)sXWw>~pcc*!!t)b%r5>
zjLk2;@mB#sAUaWvvD5L&F0YhrhQUkc8yzeYz2=Kob(c~-=qSfvQm6vV-(AEQT)EG^
zA$9e!>oB!~9aq*Gcg!{Y$j#bMtmBffT!DIC$Gyu9j(muiOfxGwN4A36^p+6;Ojsc#
zojvAtPPl@+<{#ay-;#?r7UIL!RUdyM#(n&9sw7H%V(Hr@>mEU!`B1~Fc-M$y(F>)CiW@d2E$79jzku!RL~_ZY)!L_{dH
7+
zAFf6?jl^CrQAk*UHpl^yzKm!XMsu_pp)kLlqBk@@tv!Gd($qwNLi3WJ5R92@h8&#r
z-!4R?+y!>H2&M2B;3v?25SAg!FEg3W4QJg<4OJ@%vgn}_Sjh5x8j}+1
zkb|r=DMC3@2nZ$?LD7$hZR`-AZvFAbzc|X*AJk!fp3ej>;C&-X1!H+VSo#ug645U@
z5}@#z^E*%Q7&C~`FYx*eLMnVl1-8SZtxAE}BX(VR)C+wUB|{2zm4MrRj)f
zdG=;E7Fv^7w_xwlAzqJ|_Bfm(knshsIBf4=fy$
z%OF~TkhSqC^R>O7=i$ZS>=q3I?<1ibG|^DOc;2;WBl=fBFz<=&JgS!|p})m~*YT2d
zdtV^dQ4$Mf&c^zA9;9~Fy{j
zSoxhhyoCEZELM5+BJ{oJ2kGvQaFdKx64S`Mz>@1imF}e*X$p|G0
zl1;jcwt5hq%c)&VzRnCht#n4=kt_Nm5-A>!C}=}ga(n!J(S0ze79GGi;ICtX#Qq_k
za060Ffw95_)>94&X-4pp4=^x_+#nvx+>b=&`Gnbx0?$XK{K!P!1dnBI0;0t-N!|^y
z%mfQqB=bd4T<`r*Aqr&ru7{7~314o5Gnv?$p7$XcfzO$Tqj1*3wb>M#fj)2_clH3^
zq!{*cxQD~y1H%pR0n~v)=NKFga)uHzkrYWG9pFUtW9+r)WQgKV#8V0b>LQz1KTvqY
z;+>T+YqSN2V>TDltoySrqPY#q!Dil@_QBYY(e20b>_m(SK|qWW;Y`iHz?+?j7P5(U
zD6+%j5)HK(whn7d;t_X0xD}#j%FJVTq(K`o5*FX=q%>_@
zc9?n=-aH|kIsYQ;Ke_S7al(%{!gz!D?06${_o?N=z?${xC;Z_5c4`Zz@!pnVsQ~X
zgIo%9DP2g@O-#b}QQwB=3Cs*P>iD@b)32JsgPLQ%BiYae
zHBT1P3`Urpl#603$|$IbSR#V>U$OXeIT+);OfTs>q}6AZQ{bLQ!Qfzi&X|m;t${{J
zVjf2~NlD}wB1By6k{ZXX7tLX0xT81x7LT)IMiky;VMbVX@FR=SpT395rucqD(v!qF
zby0XjobwsCsz}L31ofYT5Y&Xh|)#Utwr}9Thvl#klodj*^SP
zgPC$LrVY*84c}{|4B$DcW71^8km(u2W6w7Bi~ty7M~p7f3iw;ha*Zp|rr%`Dj7@-I
zsRJ_rO!(aWnOu1N{{~U({VesECd&WI1R_>+h1J)emFb{0nU^
z#JYZ6nT@r7?ra3XvOf{`aB8jDEqI_9dpCS;NCd%PIB_V6V($4;z{G0B;TOcdyr5c?pvAEF)OY0gXp11vN5>ys*>qx}ho(33w7mx1Hd4;s7Y=Sgm%+@(w^!Gdq{as|E
zzn9^d|0tZNrwr04oUrFNYnTD&8&4$3!hpJi=M|z4L#{3|g_(
z1v41WoBs|vMkZs(LYe^(aRv-C4Kd`#SUcLOz15|?)J3QI=}Bo_NiuIXbt04a9
z2Az~cUn~HSpg63!LA~fZYPGYzc
z%!2ncYf`QH;C%z0BkEJ6>tg152`$mDmQK0V#c{{RPX+0Rty%9m`09ywG8}70A{vD|
z)Y}uf7B0@MR`$sj(S5A)*g6D)K@H(On`k+S9O5t(M3n+x615TzADIB01h^TX9Q+72
zfx7)2EvXb5sJ`DD@f`W&$#ne=OrSc#YsJESZbCLC>x?eRI@cmuFTfV%#ZFBmHHoBm
z7HUzJIS#mDdlf;ku=4-BCQY)5(4-}Da0dDE-05PzIkn5Yd#)NzO<8g;b}BGA7ufJ;
zt_6Q)bRj(EfB?{fyXZIHRrqQE7>HvNQsBDzH1HcU_3+M5)&k8MpVZ4-bTs6Us+Tox_Kg4If`Vuzi0CK?&khsxL4)Yyt(BJCn!XFv*
zx0Znu)^f6E8ux_M=nWg^9*&bi_5{btkD&)EjUNv#dN7HHq`85BFc68PTO=@wg>C?F
zQ-N=su;&fJN{D5@|95O!-ANy^_WzzI`L{rx5SW$2S=gfJz!pU(Z8;R|!2%(sU+Q{-
zzsSKQ@V4+B#NgGK9Uwe6UL_Q@kmyUT
zVk2z^G?lXg2{yWCZg%i37S6!*QZl|1GepUF7kxmeWPB4{JmXtv=DBcuJ6#r!@1RL!
z@%VhYTsYp2EQ)8ml`dK1u>~&$=%oU;f6Mr47%6o0zwqjiJG5zh6&BKQ)>E7}Y(j5u
zzt59#jD5;#*UTDzaF^_P1QHV+OCRJ7w$T|=C%z>lzx39d{3jp%oIcyq8tVpEk%9-d
zq~&uLeJlkilz(nG>rrABUT5uI94hHVXpw;(2i3FOP&Vt4E*2d(dp=z$QfWuXq5790Q8k3HoVdJ$17m1vsrz
z;9a$ti2JX=qc4*1WIDlMMNrkcHz`#Zych3
z5MyMKitlMmE*w|V9~5;bj?%l?QF?@HaZnUR;Oel0qS1-e|L{y$5sblule0JsSxBEG
z`$YPM)0q>*b#A5R
zJ?xBafW2KnVvdOc?UV7RDFXjdU*HVj&O034XvI4U11S*E0)zycqL-{Yh=l-(jiKdg
zISL^Ps8xe3rs%J4QRh0)vTwC^*q^`li36C>$mn8{bKEJ`XeTBm79hryfwCbUO~bc3
zC@RcyQ{>Vj)y)yTpj>jO8k@0Y_?|q50RfI2%fi=f`P_tTrsz@V9jyqHo)-GAs~`W?
z4b_jAnl>YvXK3bD@&VwLTBs06N+w$TgCSU&-MOtB{PY9-9}s~o
z--KuWrcZwKh1ZEgI4-N})L9sbHfX8tTs#rgPdZ-7&=LCAY_-fG7rn~lMR7q9+#wNk
zXOxV7lB`(4bVZabx1pa9VWdd))v#k&aL_+g%L46Rv0-4jF^gsge5&m7WCf;^H)fz}
zbUxUjbq}o}7+r0HUyYYae`8Ia&YRqhe@mBbXDrv6{L#&u{1>tX4*1wk1rMT+Y(@7V
z;!cX3(PHTD7$q$qOssd{39guTVg-ri0t|n0s>h7j&8^@RN^mK*mbTkqFRcg~c#6LE
zF7Xsyg>9(7(`bV!Kgw_u9T#u`ebE04}A_c?a
zf?Cq)+iK*27fvcc5gxJ_U$^OBFknxj)w_wu1M?EMpcuQe$jy-suLk=!-l4)a#
zO$@?)7p@lkFHXRBCybmn!syB*%U$n8(vtg{7@%m3jif#l~=mxl=FgVj5RL;c+=l@S5OuV7|KaJ3rlNjB)
z4~PI*R}cY~zJW*#LI#Y?7h1{^F^dtoB^In^MA!m1n){vlIU2Rs_jZLyi3+Pg6R3+6
zp!on3OzK`CzLWC%76=M0!62{b!tIV43MzgLl&k|^PT+J4=>9)Bt0@x*zLX1(bsg$V
z%jTz`B8<+q~O^s8kP0OjL;XY&+Be3A!u@w`n)qUC^9+eZI80njT8lJP-J
zOYG!AP^RA}SFlmOjJkl0ayD;Kzu8#YxYBK5)k$^Z@fe+eKe|u$b8|k4#+WeYkES!{
ze9=`-${MbQ0Ct&ipwOd8Gk&L!_D{iglbW&Apda=VcT1}m7326*c)&604`#DMCXSe6
zzNJypY&HrR=un?UoX^1gf;R_HKON9u#sLcr7eygS)tUvVAmLpgR!r5Kz5{
z-|n!Z1@2|y9}CG_MWqmOTH1!#5I#$V4q%Js6uim~R&0-*p0v*K?e4HLyAXRd_@Y*D
z7yeDLBDVh%KoNk2ChsTMym8^*8=^kGD~D?Au}0krCZ5;lzi(?W*(%+NhZ@wicOKfq
z@pvyhU25!e-q_YnXzT;n6%Y=lq#Yt)k^+xFt7w!ooOs?}kSBUCAVUM_A^VUueUV2B
zd;vKqkv7lFF0Sp`D&0Ha9IBBL@UI%evaHC)lhRG9`xAIt?C%;i`v>ii0{XP(bGUi!bfn{(TKIQl@|7F2O_A=`A&j#rL;qd5=;0B(T?=)h
z76ty--Glk6#-O3?7&v-}WBeLr5Y^`&>Wd7&l&`;CTL00XXpbh)D17Vhj5&1&r~?1?
zZU}Dv2EP;mcl?_T??`vO1-xJn?e*cUJ36WV@+p+_=oiIOLkqra+}ppc-Tzw;e3B9H
zEF86|qY}lzcDzyXvVvQD*1KiJw&=^aV@@GS2aKpp*P?wZipd}p(nENjS=u}`pFR*Q
zt*!up+|4HZC4q5EfA5m~Zw*H-9FK%&%u3T2&JX$CARnAapce`muWbOs2QtSj!9lJw
z{z=|UJXi8hz|=v*N$6>E2)CRjhqG#fd+~P$eGR4P9p4u(Q|mbL%l?6fS{efQMG}Os
zVqpt;6RJh)g``FJ(Y-A0F&pjKq+kyZiyP?F&CiJmNtz7vx!aYs%u7|ZAaS>8`PD0Y
zH1Rj$iI&NM=X#?u%}^p+6B6j3SZ)0>8}%-Se)1!6TBT2;Qucwc7jffW`gXaT$-d%3
z$1|`SfiBTL+7PHOAeH2bM_<8gHp9X9`X;@$9McuvN{gO@atsi(ah34k7
zuOpSv4%I_I@czA2_bA01<zDYTdap}xJQlBU6&%1Cn_h|wIGkWE
zeRF1Z1I53n7-t|l#u-RA2$Xonu(t%W#;`Z~AUM=>|4utwAz&6m^t2~IFp@T${IVf7
zyUd1N5WH)86=s~Xr1}pFAcw)D_!q6RUk5+gE1tJLBl^FaCE{hy2>!)^Qv3@uJu4fu
zFF?UR!|ST}*F;7mx8P(Z`D{dWvR-!R6J3dswBJii^i08rKQJ0v?%-8oCv==_U?;^p
zBP&|rT=fQ&I-8Y*u9(laYbb?&OlEMkhS
z!D|@5VnaA-=$~Q%W$@||4)a>klO~YmQAa)$f!tP7f_g6a%+2Q1!s|KghU+y8Dd1V!
z%rkmuzq7c$*pBif_Qk>CA<~NhF86pCP8mt?k!K`HDDl7@EOyd8Rg8Ot7+?_jeW9ii
zWQj`=XvFJ*FlMAiNx5go056(A87eIF5g;z*8^LZS<%|9)hf&2)1g_5uIr%rQq|hR}2#`T4Nv-_{5p56}7daAw$zM}OG+W3d
zjVAK4g4YrmLGi>sEo3mb=rvL_LDKlk_!XPjKxC$L`q4d6MiVHFI*G4R5pghkhtWf1
zldKuE5>SXJ7&D1w7Lkx_0TjPGahyPyxu0;6UR>+=g|3@7Iga8=K4QXbknEDRC@zD1
zxQc`B;>zOS`Ll}aZ<^x{-pW43MP`~THG~0g-a-~Gfc8Qb=m0N%nM@e+VGbY+_T&WT
zBN?Djq2oy*4E>Pj+;Fd(-Qiw%5ereHY<2y?LF^leE)0;_(3sop-vN7s84A;dtec@|
zL`(!&mto(MGZdSkXnvgXD0^85Uxq+^v;ju%=x;?qOj0|jzJ%pwoeqyiF8cZjHl4J2
z`LU-&w--Diy1g8^n3hrt{GDk}MwA9nNO}wD?f_GW0kv!t{If^I(@w!(_WEVYu118F
zVAC&c+Uo_J7;?hss3vSuA#D8=YgGz-h_ob&T8Q@VDt7S(9D^y38K1;cl1#CjkC_Ouw
z4x5M0C9{xIM_IZhv*1mFWV$Sd(mk2JhMm?HSrm+;1{GXy2}Utij4T&cGJ?+gzm{f6
zn|(b>f}O1q=s<}hzu5ncguK2}5|9lDa?R>FE7)3$^2MkY&kK6Z3cgp|8pHD!^t>vk
zB={>!{+23O)jQaQI{kRS1h_;h4t`wR`hAxFOHg)Mp2=1JlsK!84OfPsii!P7>Nl|?
zP?)Kf9rz4;G#Vh&Uo&%5<;A;$fkR20HdZ=s8&
z9{v%o&UzUhJO2b~y_`u*d}A6SM1O5RtRE9*5dcRZYE|yUW!FIr+P2^)iOR
zUtsz_yuAx}Ojq|mo_%r=mpBtL#3cklf|4L42nh*im=JfZTUwe@)FlbpVnPx!O{Yb%
zwWaj#ZM98X3@wqkBxqe*mugEWb&gS@>Q-d_pS90SZuP$3_xF3g|6iUbbI#e6P%Aqkz;2pY+;Hgo@&t(<@;!M+v4^!e)-rB0eX%Wqi*3Rz+~DBTg#}>LeftuVS?0
zoklrH5fMhp0}7|5gAzRDY!8<=4}GbVfIaQ{gX$^_u{w%(%L&(-ACv;H8(mIVL;}<*
zs#B5J*Y)mZFy(@RIFK$VD49!8RF)Hv2~-<2ZgOgivyT2N&N}3#TY3nKjgYk@M@Sno
z0E*t!BGTS*S{Iy{Nh_l-^$j~()EgmHl`?7(#XF)Qed9em-njZ8#8M6+ae5s>V(?WV
zoCT1)0HF|Gt3qy3D=`NonP(mK&^q`&!AV~gaKd>PjuGGn=rn?tgcY=M_be#gNYJXD
zq(c^Mqa^O6ZvU>ca1!$t99WcV!0bZ2_?!LVZt3MuKEF`YMY)i_G_{2WgZ!FeE_{^;Eo
z?`~=^xWeH{XAAo21B`o{o*)GWA=5Gp^(@eviU(jSL2?MO-|!Giqv52KWA;cBVTes3
zjnuII2HI|g$ez?iDHw6%i@e$wKKwqR^
z_bc-1?L}K`C@*0jkABwp-mIV1+#9X8`4^Qi8=^&Xc&EEq0AAJ
zB!!X60Cbdx6vox`gu=-2B-H4+p{Q&`fFPF)AO^B$mX04f9x=tbDkL3G5@7T2bX(^W
zWc!5AiB@o#Uu}8GKGayQHGzbQQ_&yMULH!P^Zn$^GK9EwCi3eW|$1niA3O3G*L7CZ3jv{w3lGS
zAe$C}px7pmYwFxYTdyM1;$otA91Jpdk*To0)|80?6ZA&L2p`=T;ggbJ6{Mhf)*&ju
zf#-y7(w4N^bOIo{g@hX6Urw2*>lLvv_AuHn7*6cd%6YA9@88OO#EE
z)IXcHx-IE1d8lVJ6&;Q#p1c*UbQHFCrCbQn|K}?OOiZGVVkp>#kkwAp?
zGr=-JsDvW&pP#Q=m*5(K0OHrAO@M6aUx5jZSPJlg7hNz_K7XUo#Tv#EArTv<5wMBM
z0e$9)Cr$*$lUR3wD3>}%6bJBhIVZ>zn9-}ki#c~kGSZ4`66+J2YaWY^nhpU#$HU!d
zO$!G0cc~PN>o45HnnVN!*8-T%mMkOZ7H5H2q(d?qazbdwWj^#y4WKTjs!^4P_Jz29
zqd7*zLo7Pzs|*h@Hl`ugosek3&H0E7sA~1?tpuswJizf0!4YR07s7-aFCD{bvTdVr
z8*jaAvgH$Y``db5Mp2l823T;VZi{t9wF+8bM8auOhMkv
zN1iZ~>wg&-QX2u9=-W9j#al06Ezx9KvleARs8-A(>E_tJFuvtcZ>3oC2rURHb%od#
zu@vieSKvJa@)bVJXfa#ulwQd!@=USXMRew#U3a!|Hk%5chKG8YYuk1YL>L9425S7GoT|F}Z=V4wU;fo7YJHa@q
z;8mfUc>g4o&S~t5+|@e@dSD99zKf3$4|9xRAkHi!;#Ao6fuIlSF_b~O6yW=J>rJqR
zKL5Uca+fUUc~z(Zqu!eg=<(jb5FGn$gCI}(NdtRYS6vn~V6_Pnh~8h(@p2|Duf&J_
z=G>e4n`c@V;7FuZm_}>J@qB_WYf@W@{vrLMi9vZP<5|9J0rq^9^AhS<$Z8^X#r8N>
zqT5hhJg_>qa1SRpw*Vn#00Dv!&2-pLGDae8Q@|QA_=sLsC=L(tKz%xc5;!21g%=ke
z!GIxFlHCR~A1$09bB%u?NL>m|`LGWE67-U}@4gUwS|CXT^!k4qo)#LP)w>xX72}ag
zs6O_HE4us}DmnlSUa{8I;L1bIl>2HC(TLglr9Rdci*bV;Y|ih~Ef;C|;(x6RbVg0+
z&RzvKe{tKj*hfs5gSe!=ttuuejt0NPVZ3r1-GNw
zt&l_g4e{3Bpp1dpHMiaXt1~l<4gHJ-;&-?#`H1s)71AgdOkT}}4%Qs|mx5NVhQeg)
zdP7+(XnK&X*A-=PvEX~e^l)i6X=4U06ENmC6adHM4)z8~oKxqTTr1GD@+>XKb^*Gw
zvJX$WUo6*xfc1a0%4A)H29^Aid-9oeK~ICMTdufd@sE`o^zhZfWDy*Xrbz)SpP*SDU^ybTX$Hf6x&D;
zfk~1qnP~nVp2#WQ4QLYmQ7Ixf(s>ZIBAqXu6b%($
zJ+U4;!pY=OLSP}Wcv6-0jl_gG`V%^tNE6w13F-w4qI%WNiHL(HO6jnPqk&@m4kw?a
z&(i+Yn0S}#wrm8YjkO-gq-&#-%IJQ_IcDLr1NM?u2b&q6#Abup_9p
zcjKI=0V#f~SsBRjOrJYB2iHlDP>N~1!`ig0zb~A@aBfd#k?-z92>NC*e#DhT5d}`;
zE|d%T3aG*VveySv(_)fV!gJ-@bzWdpF~e8-JPQ_-ZKtSW@4kp48wXPLqf|amO6Xee
zP896d8o%iSkg5(|=r7{nGCz99(sFtyQ9ImY9>6cA0th%A5ggr?^I87P7(Pru;Bt)l
zCXHku_RyjzB8rXlBttjc{{G#D{ptO98i?tp#fnU5FFZhKPikMh=TXE*S
zh3WH&W&E#s)))oWDtXq>nZH8oK$YscC>LMT=A0#L|1VYyzKHIsRI#gGv3RG3lvn)s
zPlO_Dm(`Ee&WEZ+RQN4c{?rNm2$_2o+k%i}mCYf0z$G$&k?R+dd87r9v*b|xgaRvXQpLi-|PQspAe~n!~L^U2sZVNZiH>9jHDeAe)AZKYVqp}sYbVhW^c{`
ztn&z0|ChvKiLdORCU(}ju|wbq*RyK)c@RlsQ-=v~DAq!pU`BVj2WrcxYyOWQLH)^;
z1O7Ju84@?1usiV|J@z~xssxEnj@VVI4MZ>gXLu}7PX8Ovy?9>2{z_+5yyr*43ue8dVEt}NT;7T9#qx(si-CqaizY>-w5Cd9=>S*}Y0*0Kblpgc
z@8uMZgxg*5I^)DdUdaWI)_y=Az#Z5<8vpBFuW0kX8-I`MbsSWz)z13g==F+Dw|J0t
z@;ElLKEmDMYcXa2Z)mxqRsX|SqAFd4W~t=hxDwKXc%Y_!1mf5gfD`#LLEsjum(
zUqRu~Y$yKT)TuYK52`fhTBd`HjQ@XD{5XcauamoPEn+42{{f=)Mw`nkZh0I6{_pXY
z^fqo@B6PFr%0N?O&}v)IF|HW(o26uzI4P_TZ-bC9t=6tCq69G?_o4aeen&Xo7vtU0
z5-+{!1>V5=3#Ps?W(ui+mlyirs3e`e00W`o$Pm(5GKfCmPiLSHosW=J9UnTkf=dM1
z*^?!~U{
zkhGCl?IFgn$$G>cQ?8|4Lby9n*S~PPi*{5`Es!XZ>S}~$*Tc2<@N`e>l-yClO75ai
zCHiz~KVtS7E*!#2(jObkhe+^%@xpeEd+G7o{hr+ylXK%_aw&7_fw(HPB?76N43&G0I&9rApnLVG2JEB2uYkd#HzG=?xJuY*z#Z>PIfCacQoeBmZI<8Pllp>U#j)wO
z0J)MXeasCwK0RnR6n^ww5nmyT$1%*{PpDAk_r3Vq}-9`2Z
zm;9wZqVXjR5v~HM6UgSEZp@~FbrWWJ!97RdT#$B^sdZ2K;N1cZw#e(_L^F%=P=`Sq
zp)N$JrKm-{I2qHMjsytlFtqF@l$c7m`?4LHR;x0oXqAA>rK&=maNE71QDhM8)c2&x
zZUO{!&f`XUB2dg+*SbDjgE-+Of%5ItCl+|7Y*Fn>c>2dTb~zF7kdxI0lNuQjH$H{s!mqw3He0#fTsVZS1bc7#jau{}pMQNC2FR%
zS}5-vs0^p2-%&rK=ATA55c(#O9xnZIYDE-KG2umI<@p@wU+oVccbeB@9#0ct*A_Oi
z2IA2A1;CnndjRZAq24IKZ^1Ai$mX4nmblGr`GC+lBy
zer%sa!+~Hd-Q#BL0?IeJIr23_KGAfnx@pNsqvr`k9&M-#UzE*JOOGIb2Rca8S8Yw%
z&l{-a#>Ie*>=4P28jd;&x{cr%PNCK^HJ5O=l~U>eT8wXrnDgo!idm^oYQ@t7KLoaNn>3}J5$nedj2EGFS=fBN}>HlXpAqCs^1X>MIu17G~W_T
z&3~>L0$b>*Y9p`u5v4L9U^}6T20{s*V(Wq!%Qz35!a*_f@vXL{{1@PvQ;xplh}N-0
zN7;%^39h(14ji?PJ54dLkbuq{_f^#(JCbtisX6?bo{>7
z1rgP9gD+PDmcG@ODR-m`Sm;0KY~c=Wi@EwFnl7lgVMSY9@JlV}i(b0PU}gqXQ)W)ay-S{HREg+&I@JkmR3g+ZdOER|0G=UYC}-u`>D!{trrO(6?Jg$OfC{R@
zqyXcmt#lrRaI*ia4{%D9HXIW}hj7v-8^3#$5Nb2%+eNmjOf?*YpAUde9Sxud6T8@s
zfZe`mzej#75%tx^2>gIjL2SlSVFrR1PY(gNOO}$OBb8h#o)|}XLeB^6lpOL%$aTsh
z-Z6Kl9O&g&sQh?Qsle2_kYM1&LeSESI*sC6Q@oDJbLx{6QXe7e?&hGkn(jC(Wvek1
zcegg;-lw=f@TLnwjCK#TImP~jFzPUU0uVC=N3nu+Uo#8VZ5#{^g_ROv|INqF0=Tje
z{eMWAY%%7{(Em!c->rBD@mA)_cyGV-W(2(D3hD{s#$jSv@4
zaiz@=*Ms6L?#8}Ak)a5xLU81t=S$>Mi3QQO+J}}|e{XFn
z@_Dbq7u^p6s?>hULv)OI)iQ>_?kpgP8QX=xHLf1%m3oK$y3APY@C^D7#Q5)q97CCDmr$w8NFu68Cg~Z|R#ieVhdMD*jC(U~jZCpeH@mC-dNpXRq
zuX|-{52d6frX6_E7683e7BC^Q_Ci*@U^%-BO3=DfF>6qaJ_EG?Abr}7BOU)oYvppZ
zjFJUYbCT%|)Bh@V^RHRN9~wt8?VyfCf`mK|)vw2ZSsK-*dJEja7IhuM2`2@VX*G?`
zzad8)q7~GvOLNeyo#<*!MTvSi$|TnsHJS1Xw81L}S*iO1wInKJD++N>vPI8CU_&R|
zE738PCrz&TOPVzgC%SgcX0|E5BUY_}p~mN4z0
z0>WGXIlXra%8uEDhdL=5>yM7~%5}z}PRAtmZwzay=rz~Kc6w?FAZ=|e5kdq;Dn%No
zRZA(PxgJ7PB@p;2CVL>nI^ch}5hL#F2R?!Ekkd>>t3a3DAb~Uh!s9((LXxcEJrgWAu8hmD<
zAnV;y-hgYUp2im@)fjGYuoI{2Yb`1Y6i}|F23f1+okdl8xPcI
z%nR+;_UfQ(O)JWoMGdb>UC~>e0}0`3nW*#65vcP;v|Salqpgc*oVpa!9^zYDiB566
zK)Ku$_!S`6mQ+Jh+mR&y+9I*50+L@EDVbVZS1)07E10P7M}2~<0Hf1*2I{f)6$ODV
zdQ*j2Iusg?78GTu((TBly79WhM-5aEojoF^9tjN<(>(7hljnB%^oSEv9&7a;He2n_&0I}dmz
z)}>pV=%{o+q`^F(7l(PP-m1}nj#?FkDxJpXQJ@y@!mWFd%>eP0YfFL1R<474;6s;r
z;rb&uqCi{X?i$xLABXor{)tNTxxNoo(%l6KDiOTRDh7g!w;e?h>XimMJ-R6?$%P6x
zSRBS5trUUkE>}u-H{b#}7q4;}-<%G+j9K8{9i3iFKV$M7psz?c8wvIBB7_sp>FnW6
zgjEzq(^zdaJ`hoUK-m-|1gh7#%AvGQV;IWOGW8-Vcz~sfeMfsskJsX=QJF4YbmF-%
zjrtkWX0oDFZ)vm)Ac(<5la*6{EmFG~36U2pM)4tvMy-UioDQ{ijk+5b+^2V@f^z%e
zsF-_TK(LIbdE;pLRBS38goRRorMH^|q|-PWg*zHR)7yrwR9Do)F0I^Js?XhZNz`>TlvN)TA_knv+O%V$b$Ul^ubIXL;LK+jS%I;mF}yM$)wZ82GYb@+=T
zCHyewp)XG&C30~^Y2}#lrFz_zwx==SZqPff4`Q9_1p!-3EhF4zPU`Pv0eC-%cg<5L
zDvgFJ>Ja*=1%r_~RVNv}SF>q?P!4&y>^XvD$Ohg)^o?T-anf}`I_?vJ#!E${$2$h;
zNAcCK=8r~4ZJ07|usQYgQ~2Oljzid*p&AG7Jay+6GLd*0&O!7f5D=kac)3;L8&eSG
zZuKX>5FNV78Y{!3+$oNFL`~(vv~^Dr&3sHNH&SuA4IXn+oez#ROS;y;@&Z!)oAb7Y
zQ)VG!NWc-hgRdLDgFVtm(nXgOXdTLz@Qf?lNX{oYPX?
z`q58s{7^ecw%|HbU_FR5P|2pZjWka*@szyUX2L6ME!
zeweVgt7|_;L}t+#ib=h0p+c7jjEa69AaYNTyKwj&;(8!AxFhjlX#~)lRa5=oPW73ds+*oFwQ8!*Ch>?~tYK>}q$V*bXQd+fZrGI2V;d;Y
z>K%@b16snKl=Do}8d
z0oZSF51BA7>KA$cfj6caT4HKt_5KMT(CtW$qFP@VNQzrg1Wn7Sirtw00>Mt>CMwQ0
z0wK`7;Ti5UuBlo9FR$QLsvuGQqJ^ko{y%C+sak_54>b&+@~lCjNUy-pG8omMMl?V@
z8N#RbW*x#$w?&Dzm|vcQMaSl+4FOhc-gC&H1HgRq`y+!oyoO8ZR^M#R_xEO<{Vtn8
zYaW<+=6dHp&As}tmKGlvU`@L*66g>8ybV>u^{CQ{-ek~;oc$w#kn7zLALi_Pa&`&6
zfy+Voh6nQiJUr4ynxiB8Q|c^ID3Mxw+LihuQWO6PL@cqNRb9>D41-63q4P?kYG77I3G!qb+o=ZGI^TL^Gek!y~N=n)x)|PoQQZdaN?`T6y`alM>p%q>!Riu+vyJIQiP*=t-BI6zO
z0@DzL`Nzj%ZQXnOXzm}!LYp)QB3dd|J2t}aiO9^EejWFgpa+hl7*|6`bkEJW3U(-z@OPIM%CQJ1kIYyB-p6+go{(To2*I?&i4C
z*Fs-RR-AQOA3z%?7kRZlh9@;+@nF%6r01IG?X;jdYArNcIK8koHqW?}{o!iX9@{wX24yH5+*Sr>_hd9P!@U2AY*kqs9PRPz)Px4{?S(LQ$N&aeo
zHpH`0C!aUo9oft;vPLJ$yzrRX4aLVog!!HkD(`sj-YB3M)GMbN7SR?7)C_YzV1Eq(j`5uKGY5Zyj(8hC*%A9KFN3Lai
zto^B5@0RgTOl(Z;6IhxNiumG@+;1Qo?HPrb=LWK7(v=Z>*+ACZ^Uj?z{;z>7%X21P
z!Ur*<)OG|PFo<>V3`4-&L9BO+O}EQnyA%rk!UA!t^uhzUJ49Hp&#Q<2D&r>yu`|uu
z!o)6sJw-8Sp;3rGf@c-dd}n4&rC&q2W@eo%{U9B|JF`QP#pYc%jF2?)O8zJiwtD7X
z8BMuX+!u6=3*QdtbslpXjkE>~LQc4aB*dmhDs(^YqF}fP!PP4kZbFf>M|tb^`|-|_
zM
zGH53+8yx#+hqNdJJ5OzqZ?)kahOl?que@1_P_pq+0ZisKc!bE?+lp}UhJ
zS~rh+VbNly@%~Z1dML}0_z8RSVN8~!!H0SH2o@;CAGQx1!NQr;@_YM&k?gi-t=iCm
zDNFqW{N*RvGt!kq_VZ7&ex7wNbO!Pk-#4HRdCAwDC9wwf{^MDFCVdiNA3K4qWS%oU
zym{$FHnUAoL#%sb5L)YBBrqR`u{KwEb~5WBW&L3jT9CZ@PC02T%3|(c5>@|R2oy4N07EkcjliA=}(K|&0
zg5q}ag_GInT4%o1ze~QgpPS6yX43A<{N)rjS$gs^zmURAo-GYN{E6q-tJ3@T__xoo
z;5zThZs_@0e&snfzUKEZH>0XccX{Fz7ArNl#9yDnp7$JH*M~ox!rDqLLV4?{XhXzr
zeCSkGUwW>sJ!L9O_w2l*7J$xOcno73yY>#5t(yAU&(w<}514bGJq9ZL0x7_T6!LpJ
zq|W}C`^`YVd|~HpXRxW#^sRj53|1yh-(p|+0&B^n!{_<7ne5e|s}E?KR>E?{W`pG(
ztT%BjJ~x7!hSv1q6KAn->9gZ}#VjEB=?DDqEEee52@xtH>V)9pLOQy%P<`q&#}R+A
zekHzyTkx#UQH%mo@
z*N^a|RQ98kd5X75V-pQ8og=LI?Zv}v^ZVsIU!BI<8=n4IgnoqwLTCQMkEOBJ_3WFe
zmu`6P7S9y#;?2B9I$I~Dm+%kMS++E%gm;+Bo^ILD3w?7Mimy8Id*IP#yzU9X-vT6&
zPd{p(@A(&V*odB)~gU4)Qbe*#arHjeXRMth?8QnGXW}
z7db*!=^;iD;#9YSb^*JO$U^r#sj2(9VBtU@C+8i>ZaDkRilgV=>u{bKe~hk+P5ucwV7vMKX3cKC9DbK&9j-ml-8Jc
z&SsxW`x^0!*(@UP#ql&bgNTAj{JbvqCOBKa+=#bd3X(H4;%k<&=F*KoZePlp)jtZa
z9U=6J@B&V&-uZ^BOW9oMoxMDH8EeQk*yk@}^O%&_j^E5-qol2c++=0Z?0I{pl|7Ky
zH{9|n>sEha11jgJ+bh;-^adYkC3vkzQm1bc{9%++A&-lA4i$i5<9X+4BcVmzP_LVzZ`1Vz-
zHQUY4tzr#>u53pAur%bLMyK&zVyBSA#}TTo+hVV`8bmJj*~UAqVXxNuGM9MBIPV>~
zeE%Bui4?Pi&*m&ldgg1sjd%zc4-m13_D;iG~J!p45Z-(Sl*
zw*0{dRR~pZf;RCFA_bf*4VCX(goB1u$0mMjEvWqKFZrN1(VuI-&_`}{HijNg@IUT>6+Z(4f*oCgll*`h;U;k(~reLH^*gEzkG6eeUB%HVctz<=H=YoB1)R
z=a>BJbu6-WR<>T_tJ$JPF0W@brN5T(#_L)4&XXX)%4>^q*VbBO(QC7!=F|!9+TPCQ
znd@1M*ERGMznRAZ_?h)AKq~l*UtbUD@aAUz>^p3Qbm}dB?;SRV2fxSKw%PwX38D&)
z667H!mI8hLcqjD5y~k&~$6CZKLRyEvk~@!hkXq0W)B=693PajUj9Bl9z3yK40%26l
z`FHuz_gHk07m5+os95WSD7b*zj0?DNcd3&5#84-1{XW|+@iKn?eb%Vff-*hp=8atX
zfK8Vs{EN@}00VaXExzId)>{g?#gBi$dRgROi2tXB)F8m#L-QSd#Z8(;u=jg{Y2Wyn
z;$b5aiPSuJB0GZ1Q%Fd0xN3^)80iqMg3EtRuY2^>oy>jVWA_RbZn#4F8%$5RLxOqJ
z57;p2`o}tOf85l8`|PFwZo>Jqm4NGvQBV!I-6FmmxL6wQRe@VyHN_%;?*h*AD?aT*
zu-_Ly;+H>UA4?fe^VdFNTct)Hy1s+?^^e(%&T;3fcJrI}%KJ%6I9oAd79*Vc>dUw6
zwoS~FNv~S$EB}Q9?;q>v_#QOf(|b@vuCWA{~C4ugGH!
zr5`WzPx3IwdFL`O$z#20<;~Ft%l0|E&6li8v*F*P5jcDWClAw2Q$^~<4FWO5gztXH
z=Y7c{q`yw`PrhUwq>eZEnJ?KBlJh#R@fB;<`uue_0?PfS-SoN-QG|oPmh*vMLDs#0
zgTMV1vTnY~4P>$2E7+|vh1G3xPl$s)6d$_*}kb3wv3L&=dIQzg8u|7q9Uzwy?LQ
zXC8|D^>5g!M3>-`AKS*P()$lY0{`%;30l~=&CV7{H~-e77rj~~|IAl;pY4#O;jZXi
zxmBV+&t0dFT9M?D{hW`ao9L3ywer_`nT)_%h4Q^MWW64;eHSj8TCk=Sc@tg
zO+-Y@@b?9w&7gQeXbwb@FHx~>gsVduBP1D?h~abFE5vDh<}wis1jCbfA&F;Q2AMPh
zT_7fJaiil##f^*`0mCw1u#+|Rdrbx8XP~$`jXi(o@9%_3VAy3oeHWDdsLOomF1AqG
zafy59v$c~tEk$KEqwn5Iz&=3fjzJ*(9UBFtKkRWsIuxyQL_iNOr6Bku0W2J5utz;W
zSui(^S*mB*Se~U>&YImUVEQI>9}y~;S+d%mRMILfTzt{h!ufb1BHomR7N#N-UDQa^
zTjOvg7l$W-agi-{sGc5o%@hY}zZ91_E37Cf%Xw)5dqHYuA`v4elJGpuc!Ibds#QR^)7$_UYtw_KJYsKXfF$C|L1=4N5a?`
zdLFUp3~@&e?XAoZjgJqBN+5UUposJQ_Fnc?vxVm<-8h`Rm5&7UmqDW@ifjZ2SMmM(
zSgSF;C=D3?^b8lREC`8JUq2@}ojMwUYD+g25w=biQWueVcG_M&O_z#{!RjbiV6zM!
zyPpL?Ku*}tTKJiEdbH8K3UQ_+@34$@o}Q0VwGCJp$}AfzXKSF3xU#|Fa@IY(;cyR=
z6&42AgTo1GdWnLTCthMHM89||;t!lvf=kOY=^#i`?x;XoG%P>X3kUd0wEuoy3SWGX
z)wje^$+REe6nm$Lr6s#-p#o@89i8jS5`Dh`Ph_oK+ZaeP}*G=
zScJP@43N>pGeK8%G0fhD+oigB4Rt$KVFWG3W)vNZ%_yrSXO5#%TvdxpKUCUnSgH2b
zm1<9$Dr$bdqGn)MueG95xXDnh9jMms?phr)U|GokkaM602r#kuUIogBJCMFcdHNVv
z`c!yR;&^Ucn32|1oM-uOvhSko2Ueqz7HVZ4BLfO~0V+MGhlHogR9Coq;18OPU}RwH
zScn{#gWI9$7{=)#v8LR?!6sO{V&U@#gf6kc?nmTE%aUS*;%tMvs+tXsGfsqK8LA@u
z7=_1+YZx4sQE0u#c70serCjfW)oNBsPXz|zMLS8>WcsR7%qu8{I5M~tygP9^Cm?ki
zn?j+%xs`Ec{llrW)+gu?p=)XN$QIbrY;9$>z6=&M&EV*XkhB&S+Q9`Y_M!s8MI5zp
zykD9O{(_R7#$!JbtGkB;B>3AcC#vY@YqqwBB08qhz9<2lv2q))gE?vw$rM9y)3Oc`
zm_W-96cvvs;ii_P!!Kv|Mu-RoLRwTt$SNGTDTvWwF7Hm#JRjN#Yi`n2*ROOZYh5MT
z$*Rfbx|0#ULd|2*E|O9jR70mD0OC*Z(x1-g{IBNAR48^32^?dIS>X6vSFGbD5sMte
zI}^{Kwcwd25vp!n0_7p27)*XqroFTnhC6B7LVM^TrZB0)FZMa#F>faAzs+C#o;@wC
zY|DT7p3Ranz0
zi;!Cn@uyF+PF;{dcW1~$QM5XliV!)w8%Bi|jUQ}$RFF;d7G&2Q_2r-V-jggwDxJrr
zQ!Kg0U`)K!XEXTJQ*4a%X&T>qicM@eFir1JU#;ccilf3(vb;RvX}6pDiiO9YX2CW3
zAw->I;nPmDcce+Fy!IJrlwDJKk29=&jT))w+cRan&lwiPt@x3O=I~8tV71Je!>^u!
zO5Ah~ANCU)Bpsd2H~hq+f>zH)juh8`PA1C5I1*AnGMR2x?KK_R3klchK`7
zjU=b>^nTvwEK8`N&O#|W9#XxH_y=cMiy9wO$S;rdka=gBUyYY2WROVHfXhF_G9NdK
zKk+kb*1ZK{h~#~>`+uTnTg)ox=h|X{!kBIuULKD52<$^IGieA2q+Sc;OMYg3du`f-
zJ&JHHru>=rywb$EW_nK9fehzyp6}6B|Hja^PSbVZ;zD2WvXkJ>2#yo8CHg2HFEZNB7oPh;h^y
z*BE
zBp9C4C?OK$?`R6|7SgNE0&HS}y6@wq-4u&6FL7!4Tpm-xx(D5R9zc4zSeqaaK^;`@
zug~)pC9Fy0taX)ud4DE#rr@C4(~)(HyM4sl%d^^^=NC#~K$-JAe^|nLG|0z^ctQ%0
zroL00BB;LS&&?ND3rq@LxWF1(M!yG?^b#67DPi}pOC9HzQ+oQ;=(CwRX9^OP^R;m(
zmUz^w$%1oH$-$rtb=?O@Tu)6v;_?DQ^U)7Tn~bz-d&E>IQOid{q32!~SwgKsfjy_u
zkK(D;d`}wMMEjNAJ;CiOOkyDKYE!pXOsAi%dDR~3>pFT;F7Uu
zY~myy_dAO~TcJdj%<9F7%&YKWT4oK0v>gg8z?(bL%=
zDqMDSm8humQ^@n^X};nL7K`%i-ftA!!dovSQAChp()2P0&J29xYV2UFa)l<^Qedrl
z;wd}tpfa;m$If3;St}lt&FYW&aT{TC9Es1#A-*Zg6QeK7S*t-kIM($uJaEdZsuY&s
zPNlA%x$&NXQ*W$lC!P%IwTu*j@Dxo8CLRqZ
z=B{5;5pa`KSGp2Cr6V5n%$B
zqJK_%Vm>tWhge3wwbj+i_fP@!C-_{F*44;G_2*Qo21)g43e0lAH5iLnCm-@P?{kf{
zFn0K7^PWuM>DPdPZaw*?Yiw%6_OI(0&@FEIbW`m%ornIxCQRG*+G8RMrx6bN`3ggu
z)f1f*JeKDFR##%!_AqA^xb%5ePg?9L1hz=2-!f5ch1a-^``3}8q)9OR){#P_@ss%M
zI#RgT14tiktnYb($i1RYO2UZiIELq4XMqtP
z;A~eohX(6p3Z^hYTY(^&-s_?25`5AqZcN!OkLLHUV=?;rpFI2qs?Yk254*uSw0Z~9
z*JQos&??o}_cOuq)Hy?tF=jN4@F4#A9S}pqJ$Mt6mYWs=uog&lB~$lHAA*y3Wl@;3}?
zl4p^9|3fTKNWbj0Uwg#HNz$S{s|QL~q}7GI3zPnC`?`hbF)bvPa4ijo_&W*+;;=qL
zvJX}ToOrJunrt5-Nok(`A@xudcEgcM3KLHHBL0)N6zR8U1QDf>p#4VjCO*>B(wQB6
zk&pD8G~hD7;v9xt^!ikmiNdT90}${Co7FtU@IEstZvy1-3?@TH2r2
z^_4D3(mMW^uXI`pdz&AwDcz8w-s1VSB;Itxn*@1GFtDSx?@QteU+w5Cs4t&gTWTwf
zdy~IaTT0=jb)^*P_kMhgEIlE$jpfT^scXoaZwrCqG%6?uldMGRZDIxuT<#cmRF9rz
zJYpqWJ?^dLcVwwquQPB#B+iEEncM2>t&}&s@nGPtIe4(XEcSMfD)N{c?m>Or_$2Rm
zkF^Zh_m->f)U}VVyL}H=-L2O0+EpKSWKjYz;U1jRCAz|^rQZ~dtGU?WrA>hIE)G-f7d(=)CHx=
zaaCDdwh@O#d`mxy-1nRkeMXT7K(~C*H8m^&yE`(=;^O3$1&a0JjxGQ|6;_MI`>2G9
zK}7EFkbKIHF8ZHmq}djdf#cTa%{0*@_BQzPR$xKQ>Lvqvn)OZ)_UNV|Ld6ynR6caR
zR{+0u-pkiA0d;{`aqPq;Oz7|iceyHcI$Qs?${QP>;o_to@9t7v=wlx~h}OW28ojJb
zpPSu)gq^)B_f?8ep4`^ZYbpkOJd|;>$$G$qYgN6VjvILAWnOI};zPy&NlaiYjV{_P
zO${Q%;fl1dLLBcLyFC`L0(XVfkU&QpzI2&aE82LZd#c-VXg)@hVH^~p#L~+YC9@!p
zQqPLpMGPJXT_!{vG}B3km=Bn7_BfOfkU?VDmATU^o6XGDA8;)52LjhPxF+_%J)g~3blj0X~JU034z4ljk_T-~BlomtC<{sp*Fq97Fadl%rE0(|s8hJa)E
z#{Xcv_bfXK_8Q|rT|%{%=vkE9go+<+@yQBu&iD})S(5>m~iKHW||R`ShcX
z!IcWNRFvvQlwM$9MS*@*3tU*QT7iky2j-sRLITmh@{*r0a|Rk0c8L?(hAH!bGzac^
zXO-hu2idy5t)mU9#wq14j*IJR+2#t-U`U5-KZEWSlu^lKi-X7n+22);U&o2mAxhXD
zD84DQ$}>ihzc_{eA|>J&lu~)uF(vcQJ|^o~qNCI{+B$Ij<=?~-O7$>#i4{Q=7!>wb
zx>h4uziR*&{dLXIhYu^Ifihq5OrsOXwuEG$6mdE~?f#_&c!vT*8`d$EFkA|AMWHp8
zC8WL)jngfZu?j{C9MRHXTeo$f3qGMYiV>#g2aL=jFTH^t?;EwM4k`5Vk}LQ!IS&rZ
z-TXaCL6h}{>G%yC<7J|@ckND`t%X&Muc>C1u=IwYa_~4RXx>ikBV^TSk=hbgN}Le)
z%6OSQCx;kf@9f7OasmqbS)$T{;_#g|*<{Rogz@$XYSNy9aB(yHPRzTZMYn62ttSMF
za3oq!s+ri#nrOXBnk_X;G|<&lG@8mxUxyRVcjKxEFEfK#tW?Q7z|8Wlg1F4mJ_#V=
z%+f^=7UhMi5h(F-Wx;h8kS*CtlVyT&$)`jg(RVS!GRb|j}KVQEj_o)o}ZFo+&qdJ9#r@7U$78izon+dNhcW*A>Lc>%ou@DYE&r
zZ0H+{;T|g+B-t>~ARC4S%Z8`IW&bhwPYR~{l4O4mG{G8&CYacxL4X)<3Ok$_ZNVh(
zb+SVd%Z~n4&Yp@6(iTz(T_f5_S^)px52oO&=64&
z;q2iruLEp3ISb2Rh!G~RJ*cn<4LIjSp(3Oh*@bbqmj_kuPCV#eo-Gvtc-zih(
zz9c33x}0?j@;>K)V)M#?95%82i8x6$8Cxvnr?J46h>dMHhVrcNh;4v`-f0c#2N9U4bZ#|egs@N2c+5)r|OAPvyi$DOn;
zLP(DY`<2K5T!3ioMVrvP)OR~V?@4l=9#d)3Q(fJ!^)IO75R2vNI2l!3dO_y3K(mEJ
zleHK8I0gio!%CGMhrieVl)D#9)*nrU*L-x>jz_svsj#k-d7y%d|DBz{WNYdZmmBXR
z3WWyp7`xSXG=Z3~5
zFYO8oGx@@NiaZ2PFqy~R5g&-(fvW;2{*YMGFh^gImpq3I+9_Y?ZglouKcUTGFl-LV
z0F;T=N3O=i(XD(-c7WpHWs3{nJuyP9P~Uv?!`~p>rXCN+@G!GKac4tpJS|#@PN{Elh~fTtxs&!eejp~@WR-r
zvRHXtQG9rjA}8$0I%tv;iX4q9q%I%@Si<0NvMyf#LER@zg;#x`a6-+plz1iDLVV(I
z=bulk97d`u?gFH5+^kls^BQRD&_%4N
zi^-Y>b|X~Sa~v?DaOij89m(}618tEf7d7lSo}$rLZ;$Q9$d*|
zvdx!FnWbew7xbPIuf8A|Zx8(9swn)9@CI%S!h1ahxxHM)(3$T&s<~@r6N>Zb;8SMQP^5=tuIB;~3L!-AVBjTFY4|8}YEq
z1}EU04jYcjRVTnj7K0oNqy?r){*bHMTm)6dks#ZPD9mKVm0MK|#Kdz9W?NHFatRbQ
zV50Vu7?%~D3L?REv7&I0MG2l5<@_&UFPj*A?Vk*UWG%1(EYHdC7eA
zMxq5Y4QD}+r!7Dftgx$<$h&^^a?uU-sT=B3H`J$Ys81{UC=)uZ=0mit4`fU@++=M%
zmq=E|`x&&Xehj1-9D%IkKs}_485sUe#Mp)sUwabpRv~i5HV?iccgrvV-)$i^8;QK4@MDe=+%QUT
z!zg6?2azLDd=#pwO5}w^HO_
zNeSbTY9vx6B2|KZRZV3vo0&#^OAO3<98Cu{td7BzM**=qixnOlF9625200YcMh+#p
z6G{@uzkeX+_^<_x!XybQFAhak=y>7G!X$I_MLDYh6^}_USrKeqw~4j_r`>_k?!-8{
zqcP*U14gedpw%u2itkRS?}DFkT@XH^OE5IVv@SR;`Hq}5$cymXs|zd}G*{_`PdL(d
zfuv6BvK`|w!6Uwhk8Fcg3QPVnj2;S21CxQoD3X&&cnPH!;AudhE;+47s__MY(4|xd
z0dIML)Y7E@pmsS1P`i{=z@-BW$e|!5!P`ho;dXYJg~|b25gB1~cXoln*(o3+14w+2
z8Vfcm?3_lkJUYia?1B;v&mTE+GY~~HoWOYN9->1qr~D*AG&dZUX#&J@aRgI6O-6BT
zVVw{h?SYvdX~osL2J;w{CgwDu_#J`CIr1bYLcdeU83uI)o16t?_aVqkGU2?sPxj!MSEX>a+142|XIgw%OEY){?~BT0#X)%pC~FF93`oXz8o>
z9$x$E-A8YF|Cy{eX{iZN1e8*f18B^~2jt<`98iGY5dp{WJ1(FEvEu^52^9gs_%#O@
z@aq*|jy@!3ZAN#PGIs{J`mQm7oVzN()pwThP-OPynLyMDJsK}~!^D2n7Ey2867$@u
z21b2-aM(OC5d?`gpcylUv|H!ar>z@lIAjVXbG7L31WaoO`T`4qVrqQ?sGxZ@6iqn4
zpEAql+W_8&bbi&
zLL6AVnPF%aC7GcGnsZH5FWlxarT;mhhrer1k9rGH??Kc{ym|oPvl6ei;FFj&aUgIa
ze{dxK8m7BHgI?Yyx-qi@rn_g{s)?DwfLol0`wivnKg9SbOcH!|RD=^1E76ByZ0ZF1L1?vvi
z)t3;WuEq&9Aq0=S0kIGQxxY
zj?owS2j>ofwHZ8Z!zP3)xf|}`fj*Bo5e0G*B)&)9hUwadjfjZrfwyI)loBpjviSi1
z;f^LKdJ#&D&pBZh6m7YPX-Pms*C3iKsumNtC-GW|(oO6h?8G!6Vi7^aJ}`GdL!x+p
zbFP9p&=`7eByVdU7X_1_AbELP^SG$9Abw0kkHU6z4^e;vd&EVn#R+v59VRlFn_;*>
z3M4E@%#FkAStLFlCvU48*8{@xAik)S`(%Bh@mtOIB>Ptx$@*|xN)&?uN4gQIM*3iT
zCxb%$N6nJ`ErXL$76~$xxwJ&2uBI5gb4;XOQy?C%<%!4Ajr6Fhf1-d=Jq`7w?7zk!
z9`6LxLnstWiJM?mc{~l6+>sbC!^nK}R23?zu;(PvVeHmhShMk+Gfqs#tp~(h+}0}t
z2Jb%RsTXK2jt*>VvL069E)AO9&%@VxbxeT9NvqbtblON*UGNwzX6b1IbZQzzQ&zY+
z<54r}08P7LkBmBo8F_4YY1DB{$YaBA@?)vqO|fWWd~bwnaL;Z82gM-iR{3c8ik=#gfhP)`bFQpZ%DgAKgW{yFxW^(7mVy3OVpMyz)pnPpdv(htl}
zn}u9!MXoh3*bg+6R!Gv=>3nQs>8dny8XwR^YA5xZ##5U}nNt4q_IpjFPduf1&+!kM
zOS7bnDZD|j^ry7>SzfD!baTK^A25u5SZHn7LiqI$?FT3RNc4re%oj0X!c8cjYE#=#
zQu60t6)ch#^+nQfN;=M$_iZVSthN3b-2imhi@)1a>fm?!+4A;fP2y);N>>`cOi8BQ
znuUwlP18=!QgX*1gUQHgob(L;xs~*x9UHejHKKFz~gOO6Ji
zNMf4yS26HDWC}}E_cKvAg
z?;%ZK(r4H~-c$OsCQgyse}AU&&lC3Py(Db!eeMUlJw}?#q#MV1r#{jd$#~peGgkVP
zu^;%>IO&?S-q-$qUn$)ap1qCwOQWQi{`T4ZrMD#GM>jmNWuT64_Ca~o9&6%{*i`-&
zvj>}`;Y^C|%hLx+iPF_L`@VrF)N|bM=?5>im!}SsT1uyPaz0GzEPcI`e>Y6(
z6_ky`S!I8mUF+-mGg&j&`hn4fdcU-jhYXjdN?%0r*N01~QjaLR*9hrfo^`!0czS@J
zcZE9c?fjE}J6hW7H@t+P>I$zUznOp9bH_*
z)w9e%n9GUjlOvSMyC0<@p6#OaNg|KlvZqk#yS+hLJ8a-r#2!X3~`gZk}9`vd^(RI~dKxVYO<*thwa9B^aR8)thgd){(
zSO5@@5OGIPKITlg9z##JO%!(&HRPyY9TW+>xQkQ$^)zRZM$hD-2h;@Q;;tHXA_90^
zinKu**V=wDMXK#xYj-eEXY-ySi#`7Vkwp@HW6%Hiy#kTl^ax9&*&WedL>SlMn|i3%
zJ^@C8_{5&}BK4_a3h{e`GKj9j;Q#KJfwQ)d8g`ubmqc!y>MBSR;-@K
zr%=6k(R2w6t{IP=AvI*1_?Q{eV)ijVJ43q9KH@*VAhoDvDFfTH9#uOPa_0+D=UVT(
zzHb%qo-?Ic0msF+;CsIph_;P>$al|_f-UPQ#u
z0B4He~I79qw4t^!ZtGex$K
zn=Kt?Z9gIz6g?mqhq~oX#M09|xNANaNHlcDZ2eOxTsYscF%H&{+W5WGgycC!hSNBx
z5yy6~FsW4&{&}ht)X{`Ix~@R+>cwv$4`}MI32ElrAvy48TdJx_Bg
zD#zLSA_7EVFlV{XRzIRAf;_&7~Km_I^&pD!BoL7@|#2@*XcrnQR@;e^DAV4wVaC>^!ZP_PPk`2jI&a@FC;BE|4&vq9`$Mw|6q~SuFhFFQtAlbQpC?Ll0xeY
zaVJwVig;ZMLV8mDf^(aTcwdXuCc2k97xwzY53LI@bf2=pdM?Jl7q&z=jPcfm1r!~C
zo-H6|I^!~b*CK_~*;Zb~uKoPDMGB5-ze~r|1hOIMc$c&4()7U=Ik(KyLo1~Sx`g1q
zu**bFY3f3|n!KNP%#dQ58NUZ9*!((|(n%}cUH-xVw2l1#`1%g8s*dJw&h9ya0)oOt
zP?{)KR4k}~sHj9xRO}_T*rL%`BG?fWP!X?U9eb}yRIJAiDuONc-bB=wLgxM!vWSv^_k56V2;@@1k3t>z6duv_tWThA`3111E7(~XK{R{
z%}x7aLhX^?(&1ubTpBe>V!`Z45p_b65YfgTp=Q$|xkMeIG1GxcXWo!Hok3{3K`*8=
zH@g{d>Ut<%w7c{=a!z5IG@ZVruu^t|Ut5~54c$xLGgvLVnjjxD=KAlYo-AItdORhYL663)2*7bgW+?T+5IOF$YO)%NV6D>Hy(tsKX!SyulJ}rVgJyG{ne;vC-*t+sNGQe*6}btdcU5HL)A?
z2h!>k9;{OPnQWZh9+5^zuU)(8`b<{AuI<5s@)CBF?JQQ$t`S56sjF^5&P)Ak}-
z5T&+uJ3X1hLhULFGSNq~^LDB?mksguSPzJ(H%Bl##<`V
z8gHZ4^Vo8`1vv#}FG!=0^H^3mtAXnkA*4(nI
zTS*m=_1_@tw~{s=G}(N2L7Gup$#ntqvWr;*h(1Oww^GvutfJlav4H3!>$;UjEnx8t
zDtv>?*rHQ#VjI}?&F!s{0nIMX0y(*k#WDerEkt;FipU4oS6el6W><{!ZrNd2*h|Kx4Qk43MzT?CoNgXs#cwBDu5h-Uin|tATn$hb?NxL
z>`!`y40aO*1S^V_HsDXHw1`y=bSr2NR#?psrG%;yJek&Sg@;$d!h~5+tIE$uLgN^)
zVifXpEP3;^Xt8!piKZ`R4aW~eCF)M$wNfK*U}^1LKCunYL*;>L&aDqs_$rC
zr%+9DcJ5}B+Obdp+7x6#*+LFwUoKkzq}EQMHq8E7Y#KATu!reSTuSMBK7V$BwaA~LpPjzpsm@;}=`=glGCBfITwW;%|-b!2o8S*Ff
zSjpVj`eW*tm8`F1ef~Tu>pn+)u!?PDc5?<748+Hkv|ugsDZOLk_xkG>nvDZ1>B3s}
z%-?uMwEY22gtXVNg@asP>50Bv`JK|2tND1#1k2U&LsbQq^fJR+Xi;a`p#N>Z0GVyYgC_g}$4n
z=&f!784CN{u>hIXF=_&J-pm@NzJqFQ!HTiuCt97NqlwCg?p6@bx98G?eaNiy7<}zS!0bPbyFI}hMQLz_o*vgJD
zmoqdtjg?_8%V=5}hV{>-bS#bi!0MkS`)#Z`EBb^&wn0JhX*iTFgABNw*L$b|~cpZXm)ERBpXd1hREwq~@7DSzqkC;Iod$CkjnMcj{
zvIbs7VXO=v1IKbMq8r~{1Ht+smfd-Rf9?Mom(LSXs&LlMq#P
zzE(U%jo-)0NzTWG?D;Q3yqZkven?mqJLrVi2?_p1h;hj(B&-mLl}n}82Z7znG)g|m
zR2DXinjFGtJ5HsEhaea~99PhdV^iqFA#`KnOnP&OH7?V2ilrO#P;&wA_CgoDW}3TD
zX$lQUXB+K`M-_A-I*CeWFh8G)#)2+1NYZg~LU;-nLTd+HDTp+Nco}J62J>fc6KQb<
z)2yGRfUuNAN=Fjz
zHln_}=!IsUPqw7iSOU#B!aTh;qGX*wg@A2>wV^SfS1W+@#rN1`I&p-(vzs@qAY0}n
zI(d|NuxZJZa}>hC@JZyE$udg?wbaLa5E3ThxFQUaYqmB&o<3!=du-Gcx_Jx|#O$dk
zMo8{jN*wVl*3IE8p7q%$jivW+Blp`LLxEwf+uIh
z(wS`LR`GWM)YrZxv0qKehvAXpghNsjB(n@_uSjD+-y|x29246tmRcNVes&iMb~Bn?
zEKNSnI@;X^(>7!59~0=|aaP-|NOM5+-Vd2TJ|~!J{cJMEd&_vbcY>9#G!6a@U|bGz
zOKc=WfCIX9v3c+IIjkUSAGjDe$^5K`{0@$GcM$bD34z%$fl^O0R~EfQ{rx0cEZL`R
z6jXK>*Hg4#2dQmOvmkCaX`K#(G+%K5(OEXAWQSFdKLt@)lK$CWEqRVDV#Us{6oh+5
zE817xb%C|z#U8B{fGo|k8#!KKu5oYiEe7^;SDl3a(m%7cXZVbiKEW^^*N4u4womK%
z&T5xLgi*P?)FSYrLUBI?OG%4fddx);W1fkE7=OfIk$D!QFEYgzqei206zQfoIMEGE;^#am`@fT+#_wlw5OPxbQ^mdx4l5j6D%&O^Ko
zsh@7Jo{YU8N?mWW4gMX6a;uQ`QBcPwsvy!(2UQqh2ZRW46CJ#=5ZHGp`QKrN=Jp~w
zvV+L=TcPN8zXIG`2aD$%3JSX|z>#`k;w7E}@S(jl;|{pRUn|tzci0ui;uC1*eO8aP
zRVn*E`xy6bCeUF_+b^c=(zN-)APXZ`VY7MU5QUK|GfRw|9%o*myG5Bt9?@np*RPI6
zV(ik|=`mxGLyrM<=y!+?YYWUVkC6vrjecSFh{zE)(HvnCb?K>v7uW0B&t~v69V`^F
z$ANzB0IYc-N4$cd6=|Ekc^Rd9%Hy8%s-sc3l(0c<~t4O`3ACSMGyOurhQKUyX^1r()D&J&|xghdb*n|aJ
zW+CSL8MFg6_?wkt*@M)Mf3q;jW;)zG_Q?6O53T-(ePpW#s!JcS3NU(}pk_X1_hm*a
zXv0(RA^(;1{wa%M@0U~fGnUEf&7$JZahtLDEUNb$@B=d``8jyvvYE8;IpVJxY3K_U
z%H|nq+Y2_z)7=Q2zA85vko<$V{q!~Yc*4h`qsk;_UZ&}I
zQeU&GUcUd%_4)@r*HwU#>-0jp@tR#=jz7?rH|z{+97Yr0LVER>MwQ+{niw{fuDoMg
z%LF&obM5rebCsA6%&1~9YN1Jtdr|s(wyaLSCfJnq1lGmFSkNJ{p|Hm`2DAng?Q|%s
z=Pf@Ed8>V&S#$QSAJ{S$9ZIb~GS{N+Qv_L6OYo*)A6YsZHHZ8^u^>lREE@o4d+O!*
z&7pChSbnkMc<2bwex95Te_=kfDv!mpgj6b*&kj2FTfy;qw2oQeBMTLbIoskXWT)`$C7u3LIJ~DIX;qt&df{u5%#rQA9T%vV+=w94{4~vTNQ4G>d30v;Yh6Pd$Ti(;T
z6r9OG_i8c}*8}i_uf)?TTV9dfildXZyoFOLJjZ~~!U-b+f(X^JRMCz%E_!<=x@Yud
z_B7m%A2f`fC|e0X5-&^_MS&M_UtFF^P3(E7ht&u@<$GJbZ%#;<>-TM|Vxby)Ze;a_
zQ|scqwo|!SOQTBbfe%^>FPc}Jj|*NfL2m-~@KD$5iguIlWWfHbXCG=#XEO9hK&Y1I
zds2i0AL8Q|DNlLMN;
z&ZUeUtIpqyl_}DWm1CQO)%zv6BJr#-vi{TnOAMl7&ODHf^`$Up9$K_M)N`n=o-fUE
z=58h2#HT~EySb72Di@;AUT5x6e0`|7SK;VOm7nNuXI{PdFHpFP{`CgzeIN2R@LHbl
z`eIgc#fbd-k%Sz;_c_pP124n&_9df%d$H+#X^VjedA{w6jj^pjmw)H+7I}*4d5VOJ
zu)R5~^+DK950~y(4)xs>lKj8(?#-iE7haPc>P2ZTyj<}>xD*g=7484E7u|Q^rHYrY
z@EumEmuSBSl`F+PJnV4Y4dgZub8+-P`r!S_Q
zM%XFfLSU{fJWda%+|s+ZB1@%G^mGpm|foH~1f|KicDcrPI5@t(Bbi-)qr
zp7hm=S7FiRsfsuEEcFS`#1zOtVz-D3cG&g0Q7>&p2QjQOX^h`HuRE}3P)GZ77R=iJn
z74s93(hyY?`;o?%<8I8REG;O<2ePoP3(E89!jNW0c{Dq<3+*b8$%*Ph@5Fb-F68OU
zC$SM-Xq7K7&vLp@wl81b?#;L6qs&E}xsVl&0do+@NyIEC3>XVw?r#W;
z6M;bp3=@Iga43*)&mr{i3)rI=;&Ldx0&i+-5K)je14?!#`-;4O-{qY^A_BX#l_x+O
z|5E=R1v{zL7Pw-zAAK#Xm0dO0;<}J76^?+cF9D2M%|v;q&k3<+onBy3x?GWmuwOfo
zb0uEIu?Y0O5R68@Mh}ev^*gDpEAb{01G&tp%-a?1jl~e~MIGo_Wl(tywlWhMO3+sxl8a#E{c_Hlc>(Cim6&;Ett^t1|Q_gq_w
zsmd3z?e^s82h^$Aj@tV{u94bNq95PlS`z!jT;~E^VS!NCpe?nih6&yN3+=4Ne`7tO
zs8V$f&v|XAd3DTWbr%|5o%dzKThrz0Jc;GBqV6>S&uB$SH8A7xt>~Ee?%ax=*8uUq
z`h`0B^I&G@OmqCXzh^gRj9&sA&cg$HbDP(~9^WQQF3*MIjE2s1&mTfod1uP=M_Jvw
zQ&3G_C9ZyVP`yxZ!uZ#8PIy7BjEf<6LAZj=EG{YNsJTr9NPF=0vu+n4eA;U_2}tY1g&S`RpI%
zxoWpcZ0L{VUyJ(&WrI+mq?k-EMPw`c5nDcV(6;H4v7smsf;zK)b%m;c0~I#SPid@)e8ZA$~|^C0%R1FfwO&XU!EuGQzhaTOa242JP`mRA15
zXEAQo0KvcuNJ%rKuQ`o4by|Cx>j@*2_udKbuV7JuGaSi-4xE%8dpgDAQa#CKP_ho`y%KR6`ec*>Mp1$X7c
zlSjk${HxZ>7W@Rxec(I{F4%Ap&mQl&91iAX+4i>dcQ9|&Y%rLK1xKuwdQ$UOw#4~kHO5KL=86#Wze#%~=(vqCUk7u(R$5aj#44ZRKFRatBsD%+4(
zjf-kixMexe9E<5W5+sKDv3BH@K3i3TbuOjtFn`w3KObv#%%8D(Vw0x4{%p#bh32Dx
zwt(e2ArLMCWfAC%fO%SlPo3+?nmYj33k;2Q_$}Qa@3~%KZW|;oQBZ)52#Dz~RVd+C
zZILLT0>D-Piygo;0WbjYBCv2pBLMz}2sRq44Mgap4SsJygg8uq_PiE=t+mbtKmofU
zU_n~b!mum>tDw~=4BIYXCABhzVaov%m{s>VFiS#=?kcH0To!c~qb-Celc8uUP)Sn7
zjOdX9BlisWHQKxXZ@&!-Pv%)oZGJ=Anj)>(!k7$qBI#u#?(Hsr2W^WK*)yVpBa>lr
zV1Fc#{2Fu5e(g}DS(p(ywZ8bwbtnW7@dXxBT1-c#4_%LEpM|)BCgY`XTsafN83EY0
zEu8KK9nKBoY)rl%ThNxqd~^jB3IF|aTQ@ZNI(j9ZxPWUI>?jjjQp-?YkKJfViJ|;>
z$*89ocCkx0ufw5FKdU{Pa0lk{A^Drmk>K
zZ&_Gz?^DPmu`40uMK-4CVceH>Y)sq2xVLmwy%5IxO41do+nisLE|YCIH;JDJzKm(z
z>Gue}sl+8wl${zbeKOsTObOWDg!;7r=ltA+rnlhrJcFNL2)|uoGe4J>VvUs?#$z=?
z>23>B7P@C4gjQtcC
z`r}A;4`#b*JsRDbS9YpY4<#6536WA@SYe{hN-e>x=H7{%9
za2F$XGhRI^#ShE2wi{gH+xgoOfNw4>(65M*hk%PlF`^zD8KZ<*{uO`+93mxm0
zkAL1a({Wa4LL(`rS_DWFo^>3pvaGG5y-bD}ohg3M*4@%4{$;qyHbyrdNW{UGnD`mD
zs9js$jnxREEp2(_h}&T4K#iF3;VA*v5zY=1H-5z6JT)0?07wqgl5lt%1VKBc$J3;n
zF?Er0>wi<;2_o-y+}Yn15yJjKXiAdr*31x{2^kDvv>mve$?y^F1Ip^h#U{haKzb$C*Hfh0zQZKf2Y2;p!EMz-#tP7f}LGO
zKv19cRl3@VC&=s?^dW~UF;55YtAfc|E@?PjrIgNmc==7$F?3IFh@tBTos4f9h{!71
zqhEMR17Dq@3{z{9R~H`Uwh$;&AR(JyczoIzqkZ0&V!QAk*pnbS)&=5YMlE{Og?HgY
zKYymsuG~<=1)5-VtfDWrO~Tin_DK$}S8E-N%rpPdUjH|#MDJ=ZtpN3_&i)UzA+uQf#<1}rrJwJQC2Iequ7d`3*ged!rs{P0#S?!uM{zvX-uQ-XN
zJ8UI#bt^|Zf8?S5ou7(rjkxhsT-fdk^j%uRqQ$y~O1>XwV`7y>cq6ep_YR&~3GFe)
zPSdJi1jE>S^~?9y&Kg`W3m=7V5&5G;^iJ!2{_H8=G_?=+=@XB1
z`hFMY$KlC6&P@xumKAm#GZCQRIYpGQM21klvSFrkee@d)c^Ly|;hY)_Z$iFT7Q}ZiS~~
zM=lNR$Lq7(ZnUu<53GKwqA0dUT4Zu8{Fn8}K*Q^qv%;zb?ZS(kxUy|FW=MZR4*j`T
z(IIf2g>(Htiy{7{D9w_0PXh@&M=*)KYYM0JHb&55!$#Ed|U#BgIEp}y5*#(H5X1-0f$7E<$UhlaUoh7(|`Mp=u*#y&A
zhp8*Ym>QKQDkc8RAA7WY{>AkFzA0O-9FXMb0IJ_yDqqGCNd!-F*li73ej+%I+1R~e
zh%k2drKbaV9ahd+^%=y+OU(2@P|T0+7ym;r+dpxOLGi{+av97`Zq{XGyr*J{2@p6F
zp5j5kY@9H?^j516;a8Znos?mGi{IE10;Rud_cPE@qoJMtDK3bfGXpAr1EgoDcZcyn
zE^Q&Vk$j!BnbJq{!}ysL&1W_VvlZpM*VgU(44u$B6xC9PJl96<|14M@Ab}RhPk`X_
zWHE>gLJ1=B{ko6Z#_)!vZ@XY{MZ4?aRL>h9k+5wuFBbc1R)n)i{)O>x!-$02Dc
zHisrdBPa1vgFhT5c}FCiVUX=QxzOw}-22BSNN5#PE0LasY}oa~c$1?z!07u7msP*4(|$mUI_eM#J}WW!vsR39{(c63bDIvt^pNqh=B
zlT7hb_z#AjPYT7)4@Vock%#H#6fmlbS@d-Z*3F1R6gHKY^?&{uoJweazG^KuioS;o
z&Jz5^J}gIPVauP1qB^FU4|DeXK?|nx>g-HO%9;xN+Iqli6r5y0v&&!h6<9y;t}+^MK7iSRXcqm$7Jj?m2|wx
z%FB5-#)=qz{+>8^s9rN;sv_eXj~3zfkul(-EL&084&2%4EfcIon}6!FF!w!?rCg9{
zM>20--Uksv@)P2OkYF9AsW5f`qDv?TE2YVh#>jIzKf>G-=)rWT(?>~EKLv7SxAzpC
z!h?O^0ReQ$A__7cES#wo9)Q<9z@kgE
z(#T7dDjfSQ&zO01#>neP^N7!cHtNuOsx*@a+BO9R=mQw^g@(-Jt!#63{K1Gm_)M8I
zc^x}*(
z&thJA*oAe%%eZ;8VKz3#d%)-QS=jnX{V%UE!p-1&{FUszh)`FW||DM
z-{bZG_KLnAC}KX2vG9!T%lTOJ(ll~ez;D@Z#~|t@ZF);z7I0VFSpcNOB4^!q1X%!Hmm7PboS8`vM)q-KA?1y>)KRayjV=|n{CD&EFe3OCyBW@n*4WD$>QKX0X
z*8`dXbY6>@QE0~^6c_OEr1XAD6IVeBc6&;Ht>P8y4m64b)7X1fG2RerweV!+jwmhJ
z%nd+>;&*YR>4
z?F$mf2p4`ZHbLKvoCjW_}{x7g-7X?+DMBDy^JePil9{&ar}0god{8Zmq}-a|`QEP&aOa
zZm#6h9~st%#*PCVhT=`*X#1x>suy;^WQQ%iOvQHd+HBYrYP6fjGVKx_+Kp|F;}yEH
zn^$&RcL^n>Kn0l+vk;s5%jBS9TQKAj1*!bFYsstJN@uoM?~Yrz!3#|uL#6k?wqW!n
zs<($nvriXj^Bx}N>2u{<>LlU(&5|LzRdS|Qd^9=k1)EB^NLBaZ{P^H<+O`)0$b{we
zdM~fU=3F56eS8jke~!}jL3MTM99`JQ?|7BR9t2wErg%9id_Sg5{ELq+ZDtKu&(hib
z;O^Vc(%bz!u2tpVFj!^a<|tXOAN7Lkh?WSAza1il<{3Uu4laZsX%!6*xCdA2BIU<3
z;0gxBiQ}D=7;qhM$&3R$$nAH;AVXt)<#a&?A&r;}bI*{|L5L%1XQ}Q%?p3S}k_ifq
z8&16rVkm52Lfs@QF#t~-nV>@a0czl{#YZ=)38y+CcA0eKARo<+wxQrdybWt|lx7@4
zRd@api)l7`8snVX&_X)KkQYbj?jc@2EO4p5!;MJ3DpFh$56@K7$;e92mxUELy4ILM
zkP;rFa-EkhK#Tx)#m+d_-DDVbn!?k0IonXc^{oDr@8U~1Tw)70e%Z^gD>)7
zQgU#hBBY<5hz-TnK}ag%4=l;D>BKSUHx2u#W)=@Fu0c%;?yavg@*s6w7N07yAAcr(
z9E)}RRH}QNSF2GpRnVf?Wr4Lx*u@K9ASOetOtewT75lIF*aKEEc%};k?0l5w9OwI4
z=OfhS1dI?8j?&E&Vl#S#q?0&`ZZ?yuoaBMQf&GAa^|aN43hhRH0fRg`5q>bVy@L>6
zswUP&ppd>!JUk3VAnD#db0JzijKBSz2
zRlubzYIcf;Gs>cwr+8D=Ba1Gc!v48l7P*{8JkO$zr@{J;AEPCw!OgDVitlOI9uj2V
zzmR_9G3xafzE5V-M)5r>lb-#B1G`@`sq7h0dACfp;TgV4V)c&D{j)%W4~MDxIZS`n
zVfy79GA=$$JH+>(!}Q`DDyn{%0?wnN28U_zc}PcZGw9%X#9z;#PvW~`2DQ9^?|11m
z^#Uq7mrnaHprVX)_1XnkFxqd&G^X2N+rF>D)994C{%ztJ6Wp;{j)ydf^
z+8(nKr4zPn26xdJga8W)HW{AnpuJc5p%MXz&RL0?!c)fLp)JoHH0>I9FKM+y6!u+D
z`*ORw`x@`bTBfGywb*i38r;_S$3^=S@Ill*N~{?8V?
zTA_pg+kzV_=yWcMPhUZgb0Hvju282v<&spU%yN!%wP%qjyY68?91?w>2(F5*u;sM&
z86W1}wF$ONNg1FjXz7oO-Gtb52xY;r#%hh{oJnl_GOGOo2vB($CB48N@z@f&{{p(t
zMvbY)OYZ8}5jV4Pvh@Q35PzE`)cK{*H8rByFL`PES0RY)i&&H4`C@g?OFoz}w-x03
z25I`Opk8mV5bW7PiEn`O)3?ykH$cI@TjOuL}b9Fdt+J)YMb~u!9sd
zB?+SSg|OI%oyV)M|%HRyn_l)MG;^;3IF%Du+CgeNCQIyb0!p@fl1IhHbwF7qWJt^
zb4*Sbd=+lNYZ#X1j?r!g)5T9bpwv>R<-knRtQ?YVV|H|FP;FK)VdLV;VuC3!4+a-u
zv+1WiY>KM|)1*A!-0fDXjw)i|D@-ZJQt7_P_D3q^=V2^|rBc0oUZr+Zkvt`73|go^
z=~klP1MaB7()C#EtUJ_#{OlEkKc$1zdHLK=acD3YYB967rMueM8uQP}kJK;j!
zFz9e!V5o*Kpjs*x>kO?6pcs5~Tu4b9g+Hm3*ff)2PZB*>WPj^J6;Vra
z4e~7_|IA#IXl4=F!@8ybey&d2i^#pKPgTIjg6iaIEe~V=L{YM}T-9w)6qI8rLmkCC
zb&=v#BHZzLU^3iKq`$0XAGRxjURldt#pWgGtF4ylOQmh(3rtH;pWDc?#2!pm-xif|
zUD0I{RkD?vv&-Z0zLV_4>Q_;x*vf;rfN5cE}MaN}>_
za2>qa4DRv`+*=1P7^ONIm5Rag$AOoR+8db(gnFl0r_Nc+)~r
zfAW-N*}V~LZiOG*goEbFaWH<+T)FQcn&cz9GTTA4#7FjGPX?+7eB^)dG}i!H<0}th
z3;R>?3UXuCsXs+kke9RF{pe){c{6k9udb*lSCpiDHM^4BOR|675AA8Jw`WNowRRPG
zO%Y-Kcg&a+%A7q(+Au1%B^2w#9{A1aX1yF6<*L+jXo_i*XeSzqq
zX8$Fh=G2rgx;N^o520Y^zI_FuAx6}py|#39yp3juE3CRuxWp293X$4^
zynNLySgs(mzg|&jBe^M?_DY@7Nd6*856Qa;-pX1SDo>Rjs0c4q*wd!8uem(dZA4R4
zkaF-G23P2aLRuL|SAv$jTT_Y*M;V5u>g;fNwZuk*Qa}s2Dr*)>eOkyhm{X`aw}rfm
zv&;u-i`Mc5&ZY&DXFJUAkU%x4o&2-peG12omi+>jFNY-YN|Vm!b=GqG1|4oM$FQOG
zsD1}I(qFqN6z2EDNfQ)aev!BY_C0a_bs%UDaA1gz*n5}^uj|sz4su0yqAuO;AbYY+
zb?Hk7Iib8b2i3VW%J8wQlh3sx$eueG=!oqHt4nJ;%3;+K%qjPX+NwhJRZ!V+ZPB%S
zFulm+U-#se)P?2L0CMRhw_wczs81(3s?6&;Vp4J=jr;GRNx~*Z5Cl#{uGgWzI?3l-
zH>?1Tnv7x~r1lYE<1MuR5c&^Bs_!4fF%b3{4vG3@C-YVciVZ*o!hOArtd@7J_tmDS
zo#omrsW!n}*-&MuCC&1JG+5BP2^e}OWP%DKbnMV3UZ&n%WIyIwn`U;AOR;*FX+sxz
zvF$~1+$O|}$+ao6t6ZKns7=3hmFw9KMud)5rEAm9t{B_%wQzJR``OwSMC_|Y&fO3(
zq85d8lWW?->d;(N$67SD8<4}M7On3lHEY6O+;;hxsZQxF
zAD5*JwM~E7R+09rKmH;oNNi@NdT+2CCP{m!!msjl|F<5fAVC*h&FjfP5RS=k+YA;f
zvl$$(gR?y7-ml;}Tg}k}buK4l)!_)43=2J|_)yt}#d}bNp>lN=<)L;ODmz19PuFcb
zbgB`D-WEjus<|Dcq!F0ZH*U0Jgj|>HcT;mm$n_;Q$(4LZ%C&q92L=8M{dSC5q!Q!m
zzaQAQ1m&0v)m&-pNV%qeUa9}tkB4UPfBSK|l->`vs}#K&Dd*NYZVjBic^ETS8AJL6
zU!e1IW}#aAXj=~=&fZK?nDErSR6Is@XX9MRFGluv3wObkmd-WgI_bLjo6&H}jxAwL
z7mA6I>$!e3aI3Jy_c2Ao#bM-c;<*v5Tc!6fHO@>xxz;H8QjLFcz
znNyUbQkr==)6~)OO50~>uHL|<&QxoR+_9>M6Z#*I(>u$=Jkt1Xonpg{2d}+A{}XkC
zB=|eoMcZ*>MRwX<(59NZ3bm>HE*dvhj+guFDu|BXStxqsPO3UiuEN@spw8pu2CPI0
zf)=a{rHzwYvRC`*%Q(4{?P0V73S!zthh!k->*?!16dN4^YXTPE-6a!{ZgLPDLvfSUP8bG;2
zTP1%+?}VtT_1j6)C(9vD9dRTUasIK;mtap1HREX;^~PkGOAa;CFg8FqwCugM{danr
zAeY6Z#P5W>&`h!`O@>K2_T1IBZOX@UrvBq(U)IK&Iwy+$T3h;?D0{H0Md)lIP<}-b
zvQC2Rw^|KKlBX&xS5l8om#0gtmzCOPh8&|XElnC-=T=@xSw;s}Dk}LZj
zekcyG%ziqK5k}f*$O1?|<$ABZ0Yoc)23mdDx!CcyW&_HX^VR1h_mgaoyb}Om>4-Pf
zW0BmTk}WO?XhRnlLV{QGbR^J+;@K;4lyz70m`8^f$(JM}Em$m%mS(EOm&kFFl%mdD
zDj$*H?yBu_xrdZYTbIipq-1r&3b~XlB~tntNK=Wb-&%Q;BqgY8*2!hL6i>%C%9o{h
zb;%}qjVw)|MqA{`Qk;5Z3-Cc2uNL1Xk1r-)99e)&uYN0pOn?7I`}WIK-P6zN4TF2)
zN>9N67kw+?6#uLVZri!OZ#ytvDe^F}Uh`bwaMs#vi7tCqbq4
z57W?-m`=CDs_~?}T9*2${%2)pN$N*o=j82p!29Dl`A__;J1@7B`luhz%c~SNva7n}
zsyx`b-1`~Kypa)y!pUv*DSYr921S2cs(e>oZrf_BWx77Y!ObGshu+?mOIKR(2j=Wk
z`$BUzq4oDU8-rLeXB%6ob??bnia5MX{8rlwEg?cJ^H_#5`{pY3;uC>!ZC0wip331e
zQ5Clhhxrl`M&+B&g+zDruZ052ed?N(J8$L-po~
zKsrG@($)Z?9qK~f_KIt<=s0~qwWZ!_6MLnY+#X)w
zp!8td#?w0orEdAL<3-JdSolCQ;5!TNJRXj+l`<@7JPmPFzOdkNG`NIviS-|=hL%)X
zNX%^v8J(1J?r%qn0SJj12)u~**2NEFNSyfk&6`d;DSqtF(Uj+;)MlecQw?V{MjB1)
zoRtJNVU)R%Ka8T@2Efn7s8FYA
z>m<0+|4A9W2q;y-g}QqwT_pqU_EIWK2KAnoVlP=w#R-Pi!byGWt^CHMlIqXpl)1%#
zF9kRi4~+`Y?;gZ*O&e)NRjVsiS@oXOrMl9)u3s0?@DJJ$3AoT)v9NU^#hoANqS
zCz>_7hr64TzWSO+&#No#S$=o5X${3&vL5>-&!ja|=of$G1#8)jeyoYPi0P`7Vkxw|V=gJoQ-}Tt>Hj
z)=5WFnDKQmQ+Z(S{0MK`+DD$A~Y=A+z(i(#j_@U6C9C-D8Q1&2J42t$Lk3KX|y0f;e
zsbh%JxP*g4}}B9G=bQkt{lEpdxnadB;_ckjPLxwxg^A*DSL`(GAv@vLr7
zsx5hzN6i{5aL3Y;);3mx9J5-8&YQINPtlIUZ}ZgWjg=8aSy(9j)Iwq6!;r!OeI<>&UWepB%k~Qe`24|`8SF)g|$>7ZCVPj%ac4>)KaO){%%A^S}H4e
z(?*O!pTh&em`J6rcw=I;evn%65!#Th1pJyt-Vh{iHdizb~ffg7`KV~B`WFm
zW8aHT=o{XzzpMU9$}>rBw9!&si5?pYRTqU1v*=qxrqNTC2J985T~n2Xvcm>*2Cw4l
z3#Ip7PZOsprQ962pp)^gx*!LuGK(PhkN-#7|ypwc?2HrP7Ub+=$
zW`Qj&Uj2npTOKUtd*m!lBN(dIDeCzaWv6(YeM2uu!3FNe)ODfKz}^c6H5PMiccRq`
zl>@Bx0qVU-ajlcNFHhV*G=}8np-=F4^f%h8Tk)S3sxwlZA#w}WBmQ
zBmTwX2{i1y-|jWOghz?#hg%oqfMdns52{+LUA
zwc_t|A2Feagl$&3_ydcwC-lQ=rHbRF9CN=qfdQHf%X27xwc^D>p3o{}W4Rh#Tn$;Y
zmqyLkC{?TGf%W3}Q|v;ZiXJ0=lJWmN)Zai#T?=+kAFi?*En9;Eu0E!-Ym^b?`vL8-
zPQcm`fe4{r760O4gK%7^Zc%lU$JB2v#Mx%=X!csH@1<|k>9xufkA1hqkS298kCeM6
z25gsD^-PB5k7(FBXn)E)qLg(?g|4;V;$lJ&T!~d
z8opjR$;SOd4K_gR8Tv>d)D(TQ1Y@V&%4YOB-5dA)paK4eqBkgwSk6P*wLvKx{9Kf(
zZ_UJjLwX&mT{n~w7zQi+X9sAD_OHIk%=
zwxop2_=oyzRI0|c#;0x_20e(ap!}31$F~@}WThHnz$B8a@cG6ePO-;#c(zg+KjsS-
z9%alBSNw>7!eHyW-4Sk_<$^JViP{*?roCI0%1%daB6CXY#_*I~0=Z0vSGUx6TNP)y{=@6~P@cvQOqS%B
zb{L*h_z(s+hpvgcD?C8OH<-gq9B1iOL!*6-LU$_OMN`bVqp#C1JC)LLm9B|u!d3!@
zMdDV0Ut<*QBJR4NTg{ME97?pY^etl0m2Z6;DDoM1eX9U?W-{D_hmZ&pEVKej=(Q{p
zgb-5?{5bRiFk63ReY{}U-|{&K1T`7fAR~Hl?V4J0m%?Q>>w;QpuMz{z+j({7KBb<-
z?w+OW{n$QCI!nF>uzhHR)iU=VXu!pRlgZ$JmPQ?bByA0g*#pWfHu0?Le^8mkq*3bj
zbmfC&JNPfuAXs1NQ?&Ciq`Xrn>EU4|+&1U5C1T-8s(VE7_ULpHNA{(0#+_PV8i^}-
z?{NYP%hZ!J@`&=3g&n7#jw&uJ-~^353i&7%HkwD37OdkP`gl}n#yo*PnMyD#e}~3r
z;``}sIxN0lwxq9_5Pz!QrjTP`CJwjhmt%@Iv%0O$IHs(Y>>p)=5N&|hFkd@H!P$sw
zdyINyE3Qs8GSN=`Z7H$0hpgzwl;sjLskGsu
za?Y>}hUJBWjo>9*3q_Gcv2b1sOY@Y_oHj>E*@S~N?3dSt;;(;6`j
zmGqUyp@iZus?1hG@MBqM8k!-&_!0l~QhlNzwmj=hhi^kt%4>sO;1Et{LAy3vD*n3-
z<=s|(t5*cl8eE6H3{Q@MMz$jkRl&`1`xEbYqZeu6#xQ{OyXIHM!7wX1ECaD~*U*|f
z*k|+`L{IL3wJh399(S=LDmIid?_y{>?xUQ$pw>3~$o8Hxmo;ofEAJ^g%f|l!8r>#|
z>nI5@zzR3P?%=jr=sf{B|EE7F=DyOHdHq4^eWfyMkf=VmuY8r5T|7N_2u7J4NB#d+
zda+7zl=Zg~Cf}cko#dpy6%W<#A7z%rYR0MuA1S{}ENMIq(v*J12#%x0zWQ+_UDcGj
z-Lhwkbqz!agXrd@mjUv4dS$~Kj^feA}k)bPtMYwnjr`EoY~rKd`3!l
zzh^rjvSt53Kj#1o-B;7}95itMD$2!ov4yKdeIK;rP08hnQq}%uJAGKi)&2Slsr3^j
z&>?mXs?x3FJH~5!deDL=N`g-cs6t-|CW}D97R>x$kGPyWcOC`jDt`51ME{Js$)Q%X
znUK5m*YLjEwL@BTD=5oRkQ($BjhoQ&T&0vp#U{X#*AaOZrw0X24#uGTOAF`%%CA&J
zjDvprvg1lEv^yFP&kJxY{sXSqJ0$6+`M8xlSE4I+if{4RbM@8;$yW1iN?o5SO*$4`
z0hn0QtPs%J_r`lh%VFHAMIdAm5OtaM{&GvYYY1pn!_l+~_#^5wdwLisaybe3p>TTn
z6xg+PzPXWEvkEm*`tg4^a?l)0BiriZt)EG2|Ad+wd19HR@(cttC-_*_dJe>&q6igk
zDpvSjHRuZ``3i!n4cSyoPy;b;rGldF?U8yZ5CE@7T
z@T6-FN$|3YtA)=XldSc`XTN?+T)ZR`~ETi
zx;P&45VdNH`(VvE40|#ywQn9?r#KcG|4z!mop6&D7Y7IwA4{^714t_6&dFs0YqKH}
zV$GK^AZ{OBq_+|8K4P=*Ev^Vm!x3Q~jFkvE>;{`|gLfkYk!1(xnVKbIbdvGHDB$%h
z@U4JyMk#@XRwzC(r=;t@!Zf|GN
z;x~#%Y2P4ys_$XPYBJm-v?KYN*s0qG37u(ewsA2Pd8-V!o+$7!*+@UVQ`~9MTctwD
zuxWsZw~~zWT?KK(wx{!Nv54KDPS4&d<%*x4F5>mQpw>HxJl`qR9W!)RQE*rAmzmW4
zozl8wx2gXwX-+#j@D3%tPd1lyKlyt}F@aR{y;9b{&qB+FeYCx0vmONq99S4bnj@e!
z834wyTWN}LctS|ih1Bi6vaIMj(ZLjDJuUd47(7Sg>wj#PdjqVU8bGx_D1X_m1^Mf=
zyksufe#9=}ONwZe54HTLtYL?`)60(#s$y4@>nDhp*H%&IPfC(g+f}e19gR`hqc3Pi
z`o3fEF7>HS?9mE!UvLbVuN{$q*&@9kdZn;mL5jINS!y!a9t&uKh9#H6oqnhHAh0
z6w-Z5Bm;pAC{jMnhkcWYM;JyZ+Djb$#wyxAi^z{=eVn@p$j`{=DAr&-rtGuG8nf
zHb6=nF+C%eY<_u6^{iz~?>}8#Sj$Od&}^qU6Oz^4wT(x|d_Kj_ww#}%79E&)u_~{n
zui1`T2S&_z(sBNvkMh-V?fU4gYE)h0D_jHA+jWhTy7a$IroH|7Pd?El+E`|O@?eL}
zLNA%_QXToK=7NXJ2-V5rqGeXB8fG=_-EYY`j#vEfCr9|whx0$)6Ip?}P7-#6FG*N(
z9N|lrYzL6lwCU<)t1&xzhpTU`#);AGbOssNzROz>WwvQ{bkOnoH2#F60M(zcv_8>rLpT7HP%&U)cCENP$Y8w@EYr$ek6q$>@0C^mliR@j^
zu$I(VM?nku9Q~#ZHP#V7%3sJ{FCKC>)V3*B>egAgpt`R
zV5ObT_xJkni8A)pn_w$`_~1?nSeuD2Ju_ex;*&|-KcsiS>Wae`{Q_3`X#p!7hsoeX
zGU$!N`DX>JXV9l&|C8UFyh(icMfmm%SgZMI$aH=_^C+_Qx_}jnoQ~XyRJ&*N+7C{W$EX=d`z;9`yPD#h;x#{U_Dt3&`BB1J)vB1TqVG
zna$`!`TX2%-vq3_`vTVEdjnQSK3w-IQih}>#mH{IN^c%S
zZu|osiA4Mp_;W`k1d@PEL5BTF27l3o;6CJ0Aj#gN5Kj;9cN+qf*zeNzKD}zK-+D6szhUS>q%(5C>DAV>6t4HcEMx``
z1)2?TBncdZxX!A!V$ZI%@&?sf{XhduJdcIvd@2FPft`@}3u~<~Bo;Y*0fmDDkT@h2
z3BV2UqZ~vzhNPhH10%t&z(jBmG7?Ebl94oI6yiY)WCHRDz8PR9G8{=jMj$`Hmm(h`
z>yTn(EPOgriQZv&t>wR+KTDC(8b$Zl(rKBrY-ynTd?o@h89+kY{x~=yyNy
zvys=3bCEZZOOQDTK7Kp1Gl^X85Y|KBEy#Qw4`%d#gN*D|!J)A5(<@ty1Gk|roU(N|u|96)Lj(f4WHpK=*zD*i*1!Ej_;4iK}7UNkUx-W+bW8yx*x
zxKVJgBQK6({3Y@%vJ@#rmLu!5z6#ueEWME@`2gvSWFy@Wg=|KukXMjp
z$S;U-7ypC+9E~KPw+6jnH1ZAlT%-ay14%@hAk7eupFb^dIs#sd4E&IUt68}=(@h#h
z7imvCa}@=BM5Ty-s8Mv0sl+qZ)mpbAbC77b2Q-Q<@+$GKkl)v`bZ_ENzjwW(NJQi)
z#zzk_7k)v&xkxYM5b|0Tr`-Qi%BpLv6*Z?!=RYaKnK*VL!KX+7$)>RXE15!B<30X5
ztA|-*qmr*0txQ2Kg8X!~a6^_!<5l{N|w-
z!CykWmNc&re~ZR^0j>hKB7Px*5;O+m|C<=hTMDly{^PZg!s;1pJy?NrXxVzC$xYN4
zYz^Lk3}*Nqxx3DK;odrHQ8v8;juO1D&YFrmj9mIaomGk7><1kbU8D{^a4*WwlbIx7
zCmaNWas>{p$*dRlV)z9bMHji0xO#{=F{REbA%4|V2Spc2Bp!kNYV3u?7i$z<#Jwh
zS&g5d$8zheUHq$)m(k16m!bRL!r^Qp5qWji>tJ8-TmEPHmGXbfaa_&+s$Tvmt0CB&
z1b2W-sYE|)tx22A|2$uvQ)k_VJc_;jBX!o9q)j2sJn}k&!uO;9NV@y5{RQ_SX=>5$
znZfaYJ&C4Ju>AA%$8cOu=Fw#K3i1DYp|JXetfJtF$d}Z13jfUhzm@+a-AO+F|3M*A
zsbD5S{7)-7A*4KiXu|p#Hlzo+Al9!;XkNj1ecvFb(f?m}aYzRLqx4dt4a~Wrvl;)P
zv;RAB68`Hn|A~)XuK!;Y9?T?&|7k@}{}*{m9`*C{*N+7CPz+7fP(^}i8nXQh&i`L`
z|G&uWq`ag;Pje`L#5!^gi_i-iMHkscJW9rY;kJP%8H-A{ex1gjCL-
zLQQ7XYeBHUQ2dh&g_F#KB9#edEEue0Lj?!@MxNZ;{*yAewO&ht3H}vIMP`xa4l3em
zAnjERaKXwu`Refxl0j^!&`tExbN}E%au(PA;AW(R0+wkM+i2pK(84%m0P;F%rh%^^
zh1jOzvk&fl;{PDN%}-45G<_us>x-ym+E&jluAP@YDA1esTl6WeqxqQ9+e
z6G$t3LurCO%eAkhlYE80cRuHTQKXRi4iXP$xEfs&gvKKmaQU6jrTJ4QWH0eFeEVVx
z@<)h^9>gH;AmcBF_Ow6LEtL!A}A
zkvkgjpGX|K;2Gcy#Ms25q)~K{cZsWiQr^!T|F`hxNhBFj$oI(GNTXkvJQ}YCmmo8d
zwa7}1`^jWA`gG(6WUt0Af2D%IbEA5gMeGm$S0{Q$LkV()!zMfwj^bx;N@p|^4pWsFC1Eo;(=J;K}<`t1qNEVXTgWp@+&3+A$JY*3v
zmHiqycUabfahCNM@+7i~AIy1XHY`_SyGh%h1s_6|YpI`RvGy6SaVEH~*GkLEc;B-A
zLS}woSwC#DtXn_f=Re3f$hDg-YbSUZG1NQng|$+1^UXwc_$)J{=`CZj#@up8_5+EN
z?z{Ew+a^r9U!@H+uUxTZAUm;Fj2dLV7_C~2F#D)qE-^c(FZ`I{@s}w+nOD-)*@svvJ6T7g*p=4YVDO~w-s4ensGfN2i)7Q@4fv~
z?v;F2%$jPt&G~cPo)xpFnSHyOlgC?D={U9Vb+dzOoci%~v#&d6ylV4?+1{Nue#O8y
z%$6R1X;Z^Ei{GE6Osldy{BwtFuosvM#`6yQBiQ}U{;C15s~(gq$(Y-{+9^yyXBptgol0*(YLz-%ye
zMimd2s0cWhcs{s9?BHfFWhMnA;0JC4)4^Wt@dJm0o>^5^CYTEPI*<=oNq#9$R#~%d
zGK@-aaz}nwlRc-(TGf%7&!q)m_Pi=9p%WSAw$x~E-9}MQJ
zDl0CNih&D>r!S;uz!ESOzVK-(Fpm76sj?Pf2$sLJwhzJeOR!&qNQf$vsX2h-`QW%R(+jCC=N*HB|{&=hbvJwdzz
z%pzW~lAa)*`91|-OAmn+VCDxDcpU|-CO_s^@yGN8bE*s+308s=B)+D~Z>3#NM(e7q
zVhCRe6={wGmgk2-~lkxj}psaQvwbGE9OxU
z==lc~0t-P8hf~RX3IL1w`T8h9enFoH#yv}g!Tjf_D2G=um;si7If5@xAXr&IfndtZ
z)m9vbUpklu`qN*jwkD%^_z*-PnEQIQRSH&sMqBtdXen3>`VxpQAt9IwP6o@CR$GgO
zf0qJ4-*PJ4jtYalz_=CF)<`gYB|QS>zF%#XfcbnJ;BY&R|I82R0glr`Fb6E=YXn7L
z_PT0o7wB7GZ3V!T5?aV{oVlUe$^`Q_(gR@bCJF{izyUXrZZi!43%{(k5)!HC*YpUO
zvYQ5s#vhzT+_$INTAAp_;Ttw3a@^;BOV@JTmz9$MM;~8NSp?>TyTB5@z><$WrGhR6
z3xA+upywwl)|rYO05fO+m`mJqh>C#ehw%doe`lL6_Ut2+$GYOHq{sazB`Bp}?ok}U
z)IY1Oq%LIeSGAQ6mVh~6?lC4Gm{LWBz)G-!3@d7A`564_=z6}RPzlZ=p5Ca&DhKn!
zYOIu-8H&y|Rvwt|tFaRCi|bOu1|^gVlwvTuYmK!F2VYW+HRKjr1ZIJ$-D@m^6)&X+
zU$+qKS!1n%_p#Y{5G!3upBig3n44TP4a_NE3OF202S2AQ=7JT&h?8+@DqB3k
zV)m(*!KbkCIj$$=u+MlTn0+z%-bMp2VT0-fl-v3T4A0tjFDFcla}1=(3U98Afrv3i|G
z+>erulK*&(l>?T6i$LEK6b!~qXY(qU4hF!?8T3SN{AQ97=$lnzWrHbmDHu$Ds>Ui2
z`-e4FC78RW#`5)nUq{QqijDLXn7^4J1pO5#Q>anyCpFd*sUcVndbTj;chFVf0ZF*M
z#)?m-B|De{U_2EZm~xc4(2tD40bn*Cj>?qyu^MY3m|Mf70(}80oI=51
z5}0n$VlcB&z{&$lJnSh1E5K5TH)a>!8GZ_gV9(zf)GV4Uc3^63z$ySMo8kx-H^Z?%
z88&CLBAD9}Kf(BbwGgam!@g3mvI9FFg=gPFOzMY<7hEh0#@G6RzCdW
z*b}@E%m&LO{T)>3EbJ3#$au=hW>@7v@?ndwe*%irKVlW#l0~01vu@~tX
zF!v?4X^J11OFXlX&8(p3Rq_WbUiDKT4wVq;gDLnmhF}scd7UvMo(mR&C4%sUZ{Sb7
z>`gKtp1FiECm#1!z>3czAJBI$>E8}mL%?)!3YZNRf|cNAFm5Ro#^2+AmzF{Jz_1}?
zSRAlcih-{~9R|~vGxqRtE7)`nrhvY?$Y@o-$|7F;5wm(I6#`4aO7Jikx0(tK!yg;~
zW`iTa!ZpkxFm7GI+6DTvH&F0-bj21N1-G)77cAVt)?G07Q+Bz=R9QZ#xBJPu(H=#jx+JwX(osa3PpdT5D~?
zUi>xa7h*R%T!vE+m<;CcWp4@P?Ck?l=kpi^o%t*eCJM5PSCBykaLF
zcMq@d!AdaUGW>a+I|3}@-SHIA!;2{6a?*oEl8%=aNyOtGqe8?hAM@8)kq=Ol>2+2*
zh7xcxm_36BN#e*8@FCcJvw2=fyaJp;JbNCGX~5in@N5W7na?Ah2kB~_30C6gg~n9ak_gfuF`gQ>m5OL(>v`w)J99!d>DNqvd2!=aJ~Pm_t4yvwtH;@Qi13NH8o
zLm+-Ud^$$FWHT+f0{#;!4yNwleKP3TNf(1Y@Gw{c4!M#ZF6GH8==p+{lTYQ>RE)U4
zWH&8C$=yT7pl>ge$#LAvG|D#BB)L0~F43QRdfMFoE&
zAsJ>KVUmKrKN!NPw6KyczLqWq2Z6q$veg5BaERFdVv>WN02PFf0}H2e{O9(wtX&vV
z`dd~phRVSfyIXKL*Rqlxrea_^m^#$5a>3kTJd*)S&a%T_%ex$
z9n1$k>6Wz@^nn2|_Zo{E3mO6*l=Ro~WGx3fm;lBZPH;VVrJ+WxG2_~lE~&Em2$|}Q
z74RV`NYY(u#u~Hh`9tpF{#y(>h*LH)mM05s>T!9(*W+0KjYUWf9AC8g%514(ntNl_
zPhXiWqBAg5AW1xiNO7rsKbl?CZ`;k&qgdLE;V$aUV~HJV=sL5#x?!!^C7jg>Wz^t3HF%vl%+8mOgBqppRatl1
zdALTXjCH2ZTnL*&Ti2Ow!dIea-c@bQSMz={+p5j$%%nD+MuxEx&eWy!0^{L|?@|%#
z%^oKI3f{<^s0OY#JDFMNd+%0nY@pgX>rIcj5F-5^H3MTf|K`h>HL=QSu0CCFHaGVY
zEx$+YSZ}rrKZc%-shPUV^fvD<|MmF5J=IpUF7k2rc~Ry?k=`)k2}la|UD)H*Bb&@t
z-gGCbVtzMUMEJ00L&V!vY9Aq;vxs=nJ^W`jv#YroJvCc>P(sy@p{GBfel9WFnDLEm
zJz@hj9fCgM0q%%Z(@)G6>f#M%v^fDT=K*!o2J%>lp8cR2{0U=Puz_Z-bO_qrDZE?~
z-&tk#wVN3pAeu$=HYXZSH
zY=JyAdov@j7`=>#P_L=AOb=DM*^CS?gB!^Msk@w(*KRhOm`1o^ESasMKVd2)qwk$9
zL)s=hO?bNCUT4TA5RIi+J%V{eGl|AK)vUF`{vk
zsw~cuC$%7vXj}xX=TX_~^=B;7#^hre1vE`9I)oJyVEoP*d
z1Gi+3n!QDO1-)cWwKYe5x6h1kF|^U~oD)gCOLCsCe%xZV4-cScQR#5I(p}=4P`L&C
zP=TZ6_^_Z#x2Ir>f4bV5r@lML!EnP?Gu#{nH}`2ZZYxJh9(wW9>Zz^fKy$O`&!{hj
zuS8$@ta5KdPmJUUU8H(%VCD2zf+WElE8T{)R(D$#Kgjq6BkA+do}qJE`%
z5iP=&@SIw`jd3kU54@-jZDVx`i{ixevTC{AY;X2LPb^dex0{_hrK877K_Pi163@bR
zuuwfrn$z;pkMYPbss5pH{=LF$({c_{ihL{j%bBRafmWPdDRP$MRoOGj^E0
z%@OE1%hl=~=3sL!`rehwy^~H@g?{*b)m!uf=$Rj=>vx*>nVB($5w=QwxfB1z=-Crg
zn^N?H=tXy`n@aJIXLh7aR5MD=9ub46!wBMOlhkdWn*AeW6`4gm@gudm)a)IROuU46
z(i-*Zr}#_!81c-t67OyHYHAn->s0&C%z+U@uw@ZnwO-0yF8bn6ZJ(#gOpkleXKIG1!vMla0PIs&IrBmh1uF$0heS|tI@m6p%KGrc5(~D
z801!~zu?pKRljdHdvzj}u@}n_CeIXfBQ-k9eSdVAOu|a|#doTR
zFU=lpaMMDnhtfaEBvmx*e~!
z6kGrqz>(>0hY|cOhC3Fac6@DKY|SGWX13Rk^SEA;vMMAkeDJDH2L2eF53Ykt_1X7JdU1HcY4P0HbB4XUwP
za^)rK*s$pMq0x!cJhK};?rv1)ijE&A;%Fn8XyYWE(qN4rRQZi~^lSzl)D8*!<)6qK$voygN0{Js%4FxvoC4Jgd)f`^$X>H=n@seiQ9RGo>7@vHS(1CB
z8vG5%XCeCH8`ZdP%>Hf4(Wi`|$GK*aU>`VedAF+%zA<}*``R(OJmq~`eOkr!Pvd=N
zjF}EMa-M3lkJTy42l<&;=@G`h#d|P6jb4Bysca#^|
zkvgoAdUmxhdVR_kPdy_+~iY1~vP8PSs(Z
zxb@qlc6`ruLo#{-56WM$>#Ab*bBZ4+_RXsOe)=E}y>g4XO!SrLWjoZv`^`??a`ed3
znguU-TSUmX8l5GsHsTkajJ~S0#+qo4Yy5D}@oN$B%)lBb5RK7%nqi!Yg)8hJyk&^&i9RK{{w?I
zSA2O&|A*5Ncl|&oZicJ)PR;&-j;chDuc)zH&Y*sQJ)&0^)~N$E*6c{N`Wq?`^`jXR
zF$yw`r}U>ssplC9bq=I=7G#DypnfUg93yY9By!J>W=C%sk;z1!{Siwgk>QO3>Rh?m
zDE-m&c;mV{%$^_3^Zgk_21W9<0hjb5O8}A$w=jywoHpZdd2oertSEMnv&AB~BDkr-
zWJagCM@EN9dU@kDwoky4#X^EizRhsiaHE7^*=l>(w}}c)X?Pi>?o-J)fH$`$>iYh#@!fKA~QQ
zu{|jSj@8c&fVh#b|apHuxz~AcaQ@h6@BppxoKZ}h+`wuj;bENQi)vj
zg=5vlzp}_KK`$Do?iRfaeb+ek40?C~y>vWZ)o>QBy}z2VUU~PIaVJN`QML!g9x^@Q
z@)B_KMBWh42Q5j$J;%ptD#
zkD>b}snv(5czkcJF7HAgMHO~&T$$sh>ZNHfVUEcCObnrs~<=ayPV?GbAOmI;Rhiz7VVUY
zH?q->@g|7#-=CbruCBy)Fa{XbK@##^@@NvNq_L%zlC^KvX`rOA<
zvp*?gGJ56XYVe=%@(Oj<6XMg}zQfu~JdURme{#(dKrf#sdXFfM4kMZC$6o*77tHz;
z^_SVylvk`1{-L`5WnK`z1U)vNA15nUHSK)zFP_uahm(zB=TDrtvfVM-JOOgZCa1pn=({$l>yJ_QRpPu^Jt}$ydeTny
z#xeRWj&sE1GJZVo^u^I*^u=(viZT^lMZZl(Px(R(u3~VPpcj0>ulVDfQ{LoQqFFBer?E
z>x9?LsXwM60kQ@>(j*zPwS-1?ZcDa78}#Zh($X7=*nGuPW5(av@oZJ$wXQDcs}w
z!Cft*It4B{sm?l||2uPxdx254W~{jcGOY*SXEY!7CZEG1)UQq!+K%Q(BK#-a_I31r
zF8YD9)WvlyjEjXIs3z7i+@WwhV$L5W?OOzg}#`VU&ov-{=%XQlg_2kY<0+D_(!7W-@l-}w`+JV
zYCNy6w%C`23vTtsn8i>lr!08T+uq!Tnm%>G^WHY*G1SVN7OeJm@+J=9@R?et-ee_p
zo;eSPNg1u8U0xnYqfeQt`is60-S@D%$>r@EUWz{Ai8>Y!`?=Lpmp94`z#V=<#=Voh
zBqt4Job%Kn7X=PS_e@vOZc5BTpEbQs&H2;pt}@(Sk68$_%eJ<+pFeLSo-srH18=hu
zeew+Tf#?atC}F1h-t8S|jzZ6xr8+h84h&y}Udm5DrY>0PjZ+Ua@-_)CflA^9T$a5m
zw7ilzZZGvRwGLyOfNiVozP*t*COqLh=FE*%Tu|E=^tEv22)K-!R5OpaNB9)*q6Yq$yaxKs972M!UgIX4{fbPU%WtlfF3SyyI1lauilez?-00y3+mM94Q3bb
z1R~{6)!Ems_Hrig!6B>)XPLOOu{Y)dc_&^uCcdMxbJ-CE*FwK!Y(o6noV#He#vD7maOOOs)_^+D&ZZ@|kMY&C>S0$UU3z^Et)DE&S
zlh9L-sY9a6EAy0NDmn~(tfTi9Jx~0r)n(}6i*21Bvf3ANT}p@!udZ_*Dui6fm1A4N
zMeh}AjLX|ftqJo+c8wg)ObPYB)agYzNB6Sr>PVP(aEIxJ(Y7rnK2mFBVw16$!Zl=L
zH%G(gT~wbPEIV=$&VOfoF~-}%b3t@QsyvKnr3%`3Ju$QJFCJHA%>g|#yQs^Y9cOs9s{Rq)-Z4dR<#4Zn
zo@agPMFuQ1*yG1m>xx9S7oQW~?KJi^x|?PArRa4}hM
zIdEfy^LJPMqP?fZEP*VB^huj8@2)0Ad#{U*GdYOaB5bGrOMMwl>NL1ScJpqN)SHrI
zlsc>aF?5)`u?pjb!9mGlQj#-;zKQk5sDc=8Voao$i_>SSt#711&rMQ0W4uG7Wq30%
zWU#OIN{@<;@wQe^#ClJUDTbWzB0Ep1m#2x&j9b6xMva<#>;Y{hQ&-Z5F=!)S~U}Nqt(v}Xob{{qK_G~U!0SB;7?pI}Th_Z{e
zo4P#C+pc*Mk@yGC5xY3}tz@5PXc;blp2t&?JTb8p|~qa?c~RFCby8Pe`1-IPDhdqqs4ko&5w
zTbYTT&%3H`s!V5!y1$LI^HN2zUQcsbEQ@g+<>70?&2aU1
zQ6GQ9;r~$!Z%oVqEO{+?x+vu=bu8_QPu#Id>I4eNkFT-Lm(HG}qFZ`9*;6A8J|m;X
zdKMqg{aw`jmdrC*nMxsV6!P{iYJE#@mp;Xi0mzm@p4;W51w|%VnYND?d!H_g;&dpTt-yTUFyMWc|9RrR&VrDt4V2qh@06pM^PxG*czb
zA3nR7e~;cRWi=8Qeiv!1^c0zGuCz<7us_V^UMR
z*{}Mw)bV93a(1$Zc5Z9$fS7#D+uE=NQ3}1>K67+d)valE1(p$Q1J*lY>84K|=e407
zNsMb=a+TFp3Txt160qa{?sYdI%-O<+DGdcrHLAQYQljQcXda13qYyW(>gdTi6S6cF#(?9MDr>B)XCCC@GXfUhpXW&PsjUgrz8Es$Og7X?^0q$pmw3uMv%P2V`yr+>N}?$b6~{3mWVrZ&d>~l3Z#%1)
z_3{9;oi{$Z7|TH(|4kRm3iW3@Z;$AMaFv62Vj$d1)w{j7O-vj!e-^oZD%HJTSK`k0
zRAM-mg@f6LDV4akvmBZ&R6%>rF|)7~o)@tGA^G&|tai4iGfE&MQv=ook`cFa=T^#z
zyaOk4d9fCD0UJA|lfP91J9s-qC$-{P+&NXw>3EYG*MaI~z!kyWBRRaRUV@8R2simo
z9s_|Me6l}1d5`fGWSRI&b-MFTJO`I!
zyH`9b+4O+5UMAbiYGNYw8U;*_FdEp*@Eodur2UX4R;hy3+78xST)vG@@{OIyy)4>tqp~izN`jrvoI5
z6>4KwW=JtyuSm9X3a8YcUA^t2%i+r5>|EzauAQ0>z#i9u`O%#HtpM|BEr!BU7Pwl=LGB2L*97uVMIyy6?V-oJ3L~4hntK_~v
z(XrepmLXV*+VK4yNwXc_P&S5MZR@NT#PG6CvR#rCVJY>=Qzb0Zv?aVd{aArz
z3C~`xmo)xF6~nxZ?nr~-I*9iq?R`gg@)?08`!u#|%6MFrsOEI{c8SS>Tr;@N+9Z>q
zU!rrJ@U>)Kj3t3B!avGHY_2U)J?MM+IpzWO1fLJGePQn5@JSY_3TWrempCzi=r^6utAl#H%&EbVs6!(C?$;-EH`;FEhVzaf{h=BPtG
zm=*H=E|xvT@+i(TN#}T0PjZaw%;J1MAAfRVxx9nAwkM~9RLFz}ahHai*THGxbK*W3
z%h-q6A$#TtOS|uT96l
zuC259-%N(*mP9qam$zd-d7-y*9Y6IJ^7h0NS3ws|v+wUr-C5Pk8`Gx@%Ph7Rua~kX)ytCYK9~%7FF0rmALjBp^^mhmGg*}rx^PYR
z8QXsCaZop%#t}0DF86ajm?D`yt7f0Z!>qD9IY)k}-aXAbY>fPB!}y9H;{(CK$(21l
zEEHdoSC9m``r+LNfAHr_e>_;0tL^Bcpr#q
z`~{I;V}2m=S=2*;viR6q5
zn~h)IsB${zz?c@(;A+Q|MjOWVtf-wkXhYU_cz<|z)Eh(&WrwY#_J3wCj5LhdkGP_K
zr!$^?#3dR2>3`G}^*Ql3A9ICm$7|VRt}i$x=FM}ps3h&`f4Eu{QZUUfyijs2I`U11+l#XnwmjWmp{Z@8jfhu!st
zYbD(|_ia~HE`9gh+pe8{DsgbBD{2pktCqU9)1Zy-xuW*s{rP*Ycj7{>56)Smb|soC3oasm${I@mW#I!JJI!rUE3Mqxkp_s
z-p1>dqpkqc2cL0>z0bN=dWBf}vb&pf-Y*$bw};}iYgSj8|Q!
zyJLP~hCN^Gj{FfUDR#H`;4`-||2=o(%~ass_uMUBBz_pIN&c#)qiT
zp5^WqTedU)N0+-}$}mh{;qJVSjDB9>ZZRL6z0%#df(#a}bVq)Ked9_p0&Bs4g6rOQ
zM_SC{>i69(UZ+I`AGljQ&MbcK19z;nwBiGI)KTnzet;kR6Cb)`HiEx@=x)3QK5vyf
z>dmcwxADv>cdPd?EC-i@pRIDoJSEd$mAjk8us`#WJ90U=>?3!#S>U%Hxm&HlUITsz
zE?Mnvu?*a}+8y;3V_d%4-R(Va*2nHXQjyA!-Eof)e{zjGzKF4ZV~snel8L^0jl0z@
zKgw>1JZ9k`@Nw|nweA*W;G*@+yY+6@SKv{wyu=;#TZ!BC7dUT&+qGQenPrW+^$M+_c!=&aYy-|-Qsr5
z*yfIUdYjwzBDf6veY-nq+79?n-BE>~x?QWl9pJJucjVeKx9g8GchqBFxLsd<;g0$h
zJPOYF(#^jRbVscR3&GW3=^l5~w|m^K-@xsA-L3$*8JxZsKk%u&?sieDQI!n6Nx_=KhJ~X>L5n+^@XBo!R-YC@d
z-mq69jGw$s{s=dYc+cZ>6Sl$ye=vLyH;)lbK8$cJi{SZ(e?{8?-i@w~mMbi}Nk5}?
zZ^Pg;6?a|BH7;XPPs4b|uyK@{U$_4)hLEYX^E0&w93_tF2K?^@_PtcNyzk
z=aAABHplIH!Y%pgvmTkna(0q4RMJba#@yIGYT!U`_r#9IOs@QAwuybKt+A?2?2fkF
z_jB>~YTL#TZ?+w$_6+nsvts($-fk_IC10H5Rz+8MWBtju(`3TjSx)w88uyIjR)}z$
zLmTp(@HF(pa{owR;kH8%*PQO;lW_`rVyu4Rq$9KMacHD4?&aR!$r#(15enVOexw({4l
zuGdb?q4CAqT?S3UH;9xQ%KxDG4cb4ExP)78aPn{FM2)n*PF$`P30E2GwF6HT?66zM
zxka%P(NSo?dm@)&pHTM_c>Uq@w!n?1-Qw!!yWvUva>_@C#gW!
z2KcAoWy1Ur($HyeG6ycyf;==y)gX
zmle_hq4vSHKZgv@hU}28GhlVH!x$Zx*(>2m9p@329bVFLRzW+g`oO7>(~n%;YI_fD
z|LZ2l-a*H&q!rC5-)P7n$7U#hKIx_KQ2w4%@Y$MgIoc^WI5!_B4_S=*!AtoDQ{E1t
zj$)M74b&OPaUtQbo=aS5+94;TtJ7a_3JmtdaGk!1_Pan8eb=+^oUC&SU2c!oZe8Qkp-_0o0T-tILn^~hA-U1Ux4hPygC
zx-6Kk0@d_-Z-ycF4Yh})ScvGS0K5V}Ust#t?DxZXt2@^V2OR0yfn4x?h
z?k{D94CR+Hx8%4#ndcz?4TJA*299&aSqey*;7rosN>)ekKj|_Z_@t3p1DWI
zFUKa~Uh?e=t`lAs8M$zfz<*)3b=yEZ$VbysS-nE}abzT29LnDbFK5zF{z3RoA-t4t
zh(Xr<&;$>`cRdB)kpGlZ_zT~V|I|jbzo7y!G??Hq_|6SfNO)PELmTh}d}xbtGlX|4
zq*uUTSLb19s6xUw)Pk9(C_wmz{AY#cZ}&en5<^1?o(xSO)h7twkbgG3T&RTh#5#DH
zoT0pbJqDSnp$6e)#)k4ApCY3*r^rY6!Q^v99|gg+KM{_j%l|in9A@%dFtp$oIjGNQ
zfPW3XUjzJNcv<5^^ATQ7bPiAd2gm*`4#zIX4JUZ{$?>HP@Q;v@oc%%zcp6?7vQU0L
ze8*7!YKUbRI)@sFzXva;&d`iLgzpZ&;ZAByNVETPdkA7OT1-^#TfDs+aaX}DMhlh3
z+0$({Qd#-(a`GW>n7i~D=iDR~KhHzzhtTs{smTZuV!aL;VGhop=#)Yk<#!ljSkg|86+x?}qr{CwRXRY{5N{GBZLGJPg-R
z0mblL8}NS*uAzcwz+dz?e`erJ$PRxqIK0fH&^<e$XUmk_J~DL*Gtu%D2P4lT5pO`z#?0n;&gM@Cqw5<56TRb0n1i7+!`j
zlyA?$B{zJbd}sJhHm}b>!5;8okg*C)@C3Y6DwHqdXgsX}ehW<$K0eE7kPMN8n-RGz
zKF&MsH{@$^_Shab5SMTjEt3|sUF2ls(Onp(F-h}_b|Ft@v^{nlGvwe{#Ej@lUEfK;4j>9SK
zk7|1p$Ng{VpVW4*^AN?<<+sr8r@E0a&Ttmk42`k+v0kQ5F9($bGr~Ezp4RQY+@Xy&
zG)pcEL-@|Nq2u2TM)dIn>ZLopz4@L?^c{);C*q(
zeQhUgr`~o5ePqzfvHR^MLp(xnf6mt##5n2yW-s_Rcj8y;^l}VH_=|Q*hn&oFK-6G}
z{F{MC1ssHbPr!K$UJl@sGct@AczZ!+@1BGV`>$d24s)(q=7;bd;fKfp8EW8DAND1E
z>6=bQV{}FZRP=oGP+oR@$_Y7?e+yoguTZ`kUKV!Y?FC^B5eXKCeqd;VMzl;W>q7Z(
z_<;@Z*T4r0z-$Eb9}6$nIQ0$&XF;MT>`;0QH6YY;u;W4dVQmlk4OztH8X-;JrYCD$
zqy2(>hUN$8qi3|8idP2GewodohE~*6&VQ$>$f*w7@)^$I9C}?fS3bEzIIJ=D11J8p
zKje7+nIV_UhS0-qJ^l?G=Z5ed8}MJD`2#wCIWbH4Q^zlLqQ=d#NoW|6m)~(FTevo)
z>UglLE`#rYg!04TtN_SxzOVj9Lmcj%b8N4_nd}xl?qY5@d8~fmkTEuh|4}2IaWjY`{8AF
zhw}R=Sgs`R(**=CK}O;)y%NeVgY(N`^P)}=JX4N`lM~N!%@07Aa7f1`jfA_GJ1vn(
zDIxgUW}fDQXUM^_H;^C~^%7ikxGYXLtT3;&3F#IIp^jy=NGhUq2Aym#=LTBT_ch;9
z^KukO*t0^7yNlNi@92l*O&r;emV|fc
zaW0?z#vj@s6Iw#Bf}sgsq=RI##>inoxW@i#7@>Z>SZrmKLixTNeR79#k52ED!{lPu
zfW0`KY~YLwFK5b7z81b~1AGK6mBT*NUp87d#OJ_wm&qNPK#n?@n4$br@Uq;8^0QCD
zFFHj&CH4HJ{Nr8zQ9VO_{#~8XOx<3Hz;c7~2ipGde}$K@(T
zLTSiV>Kh^H@6yFF5$$l&J6|s4jQ4c{IUPzk)d{~Kkrt?_qr7b!4{0A%{YCAZc9m*O
z6cZs?};$A*7#-wc4KIn2p<+Ude{qcb~Ue_%6LHxt$?Bs$Dq}>=638`G+-5+c;m_
z;V&KUq~p^-S*BaBb^Lm3K6njqh3117HrMO8UUvP)y_%3EP{PwXE(?N$%{m^;cq^O~
z_^0NB=loE=P1-M%Pp2;=y~DE(1~X1O$#8G&@r6g=fTT(jkgmxcQ4|<5s?eUP=1m2FV#1jVe*4OLTioXnm;TkD}GOH7_2c(
zqexHdgapb$pPbO2n@ZSs^
zdvNTB=y>ojyFCsMH=C&QqQq87%C%QVz
zQ}~hYH@)^_`omMbi<`&ll7pUyJDbZoUVM$~T=_yNVa-*}d1%c@2bqjc(Dq=|ey4Xl
zV&u&4cyW?@$n7h}<#?}gxr;7T>mKpm=MT2?gd+!}?9fhj+J7?N)Ht}UA-BUosSy_;c}{=Yv-7y65yx||qmPp)jd;S_FyD%fZ>WHHV@-p6Yh&}9_5JmH
zYQ%!E>#h0*r}#$lpft2!?FuCrSw-sZY2FK37tC^egEL_)Q8y2;)~HXXd0Y9*wfP&z
z%Q%bivdvFAL}Oz;&*NGJIuU*W`qXTnD`AM5ab
z`|d$p-qVI0{TL*8^>aw`<@213WL=lg-#(xGeFTTYOTndc96x!`F5yYd8%G?X)Mgpr
zBiazF3)o>BScQ;$Ki!_%&5cnZ1)K+O4?(`;n56ylHJ<@*Pw)%0
z;jqqVY)D3p7;?#|NM|I^?j(%Se8wLR5#-lvK5?YuC#PEp0nNwihMld;H)h%EPIDtW
zq~I6e?IC!|$spK6UUC$^T=RE2X5)U%rzwXRq$~QTU4!OEaY+8*5wu@2n!C_RAm1;L
z&^yAJ?UVJv6}+FnS@T7jA7Xp+LkP_$>Z8MM54JDh?TS9=IO_TueOS+hAL7q)s(4J-
z^cHO>zuKPOhWyM`!dA@}yyrNk=`)Wz(#a^Xg)=9v*7-cD`J68tLVlAkp)nV6QgG2y
zhxd=y38rd8qTGoSg8Wgo_S$g)-!+5kZ%4f0@^A
zaf!nR56e>9-%kran2l)pPEaM-wca?qP(6b)FJlqe~~t<8RujqkJKe(X@2hgPDULyzee*p^BrQp
z<8E|r=@c;JR)+|-_y*0-eb@2N(D~%Iqw{!IkGa#BJKpJ>DrG<7$VvQuDWHevRhu)jS^;oxw@;
zYi%Af(&77Sb4Pk!>RWV;L*QnIbj@enUwW=;UNHGUQ5a6TDO?XOc6PdNnbcb$0yILJH1+7yq=o
z9DlhDmGGAKPd@H{yJPrKCpdh!lc3C@jW#}~1;cebxUM}8Z}*%%iJVtR;<7>Wv9eW+
z;L%;(Lam+6!S+NK-LZOVIExwg@9@%r+4|hKHsI7NIJbLua}s3fj^&(hhubxubFC9UU-QpvzCc$fMe}8v
zPrl9}g2zb5Bq#rz1=0~*2wbQW^jF`_p+i2#E;9tMgRZYJyt|XG^d6_a!9`#iyv#t4
z{2z*X;VJDu_ev*+U@g8GOe}VdRF6}GO<|1w0tj(WmKKSBPAHl}%p1R%oP9iw4yLvgiG1e*fem$?e
zr#XD^MQx(azfo_S_Z!I%I0@!B{b*d|7>qQ%9RI(%&IQh@asU5o@6vjTYELtj5_T85
zNbT$Fy)m&
z)`5q>=`<;`%P$b*Loh+~or}T}xEj0*0zV60kH>&)i~bkfJ|09X6_fhV8I21NYA-#;
z4v8~}o7puqS`^D*Fc$`ulO$p%1l|W;jWvdyrjL)JO8KHLr7`fsZ+bLU&DSd_@s~kP
z_k-75XwEK@ow1d4Zos!v4
z4fb~Lg~Z+m`*vBRk5wTJ*8JcCG-o4;D>_pO3-qgGQ4i
ztaB#6LXsWXCy#OjjNPg;HO@zCE39vUmaE*XxeGZ_0X2M<7h9C7aK=}J%U
z<#$$^48g!IR-Oc}pCu)J4365SM8E1<;e+Mii~z5{P5@PaNq2+S%r-pj^hFhY2SMH~
zVqn+9snaBYGf#L}4$ds_`Z)s3+g&Kc2Jpbm!j~ZMzrd@(M;K1+e+ku_+9vtyozM1Ej$#9}4piK&$A$}@u6$k%-{`KJbdzLGcxs6?-w1N|Muxzkl0?sI7)+7H1ShXscJ0Y|~{
z=D*IH$3E*7ZxF*gb&H)0KNe<70pL>XN=k4{7bl&vZmZI<`3<_}eStHot*L|8Q
zyst|J>aO_
zdHjK{D0=iy24CahrxE82<<&}t@=$XxnWwhN(RUt$tuQFZ(`ggwIvJ-iBT?1lj?-fE
z*Kr;s&KXLMZ9EE|hJM9Q5_l%`JDe~2!!AiTHs}Mvgi9Lp0pKeS0R933h2BCUYC+i%DW75
z^5u)4iVjk9y97JwX(ZsP`_<+Mf}3Da-%||Qfxi#^=HnXIP#yH`-NT)spBN>9?emeC
zUYvV{rycviB;Rks>30%vhPrqHWQ`V{=iw)TPw?;*ajv-vpA^7mr~pWFA-7GHYJniAP
zfN%8hdx>+2%R5Pic$ZU7A47keNB>*s2YS)^hZFBq%Bhc8bkgb4V=#a?2dL@VxGisi
zeqem#&Ui2ML%E`lPVdx#=O=}KA@iT(bTdn>Y$xV%luMighf-p|`=oN31s)tFyjrmH
z0(j*J;c+=Q?~D^awIc-#LDPJe9?zEa^O7fUJ$Q|WH@{T$w|V%n#5tq2$k0RR6C=PY
z@WU~!IZfIGp0>Xzn;Dcuzmb41^i(ulfD(f^4O|Wo7$YV476ImfJA8{bC0dJ`^fq|@
zt@8g-&E?pZ79{K^PxRAHYd9JMLH<~Ags*7MN^tv=x6SBY@BoH|LV#WqB|z{p@zYrb
zk24KCuUPo>lQ=`v|29BSvp@t-z|nWs;7;MUfp?!I0m>H%$Jy5@09NUf33OnL|==gh8$mk1gKpujyix31}_Jv3NYy&;@pSoJ$+&Wc;M2;qoam6
zH$gr5Nwet{{D;!1g(3*GX`Iu6#LblKadaVgUk|?=ehRSuwiD4F@Y?&NV9#Lv;p7!b
z;L7_&K;ODeS^!=PehLcmw$*=J^l5aN)T~(i)T|M{4}36q^~1t3lRLAEsr+0OHIItm
zEv!s-!@yZB99Qn0E+wL0|FrPs2r$WVWav-yl?TCVHj4fi=!|>7>(YBf@FE;_DU|>r
z{N7|QEKCH?s}ucx&BWk-@TwPuf8`VYz2#pBuY&)+WhlUI;b}~4&J+kLpAkV{IC|3Z
zmxSA21b+q(0xU#;=;aci8hj1>{2jdD4e@iX@U-)e71W5pR`t=7;fVIZ;`EdpoU!2L
zw7(W7J8JF&577QvoE|oRX)_vd-iM3R_3#s%!v1OfAH)~<_fVyG8UbCJrwzF{;ku&p
zEqEU7D8{J`+W0E^-p+lfcB}9mMoKq=f>+bdWSpi!KSaaL^f`VqgvZ~BMoho@LQoAy
zoxooQul-gW`Hm7naH=>e|4R73P}L=te=U5H9Gnbz-2nlMkHPpmXbt`=f^cgIkhoF;
zRO1<7o6!~E_Ss-NT(hT%zI|5sOBCQ7aQp0V4*0dxsQg?NK|E9(Z7Gt~WMF=*o!-KL
zg7(6{0T0{?4o@dtC4mdFqz&zx=E}hB#vsQc@H61`?eMsXU8DUU1c7XEbR!H3$|XQ0
zcpFspo#4SD(f=0uFB9h(GwGQbKZ1VkAklxH+n-bG=@KA+xClN$n+*f6A1WLtM`s>*
z6()i*=>HeIwnX&pRqtD_7XP7+A$~c>4)T
z^{AonOwpGIwy6GTp<>cq5Y)xQ;5hIfh;xb8cmn@v9Z{8Yx=#+yxLFdwKEP?e*t`TD
zLes2deQtl>wPH{ycU?IbpahqLn>PrM-s@~Y=}qFCp&CzyJ|WJdrrRnR9rPcQ)ODi&
zvq!%RadZ8@f@U^O<~jo%OGv;~T7hdjTa1(*ON66iE^FMzk3v6xjO6?&=0Tt&kW+6p%PDq7C=93A203#gXbZzy9we{;IuLm16}j+
zI68qiH$fhL(6uGI9=yQAcY#+3Pn+AwId*i8II8j(EG5n*xWg0p5%7&3{sMT7hkpS7
z1^8`=Dwqhb>(
z>+|}*jyK?;lxP0ZP4^WNpw^6Y$2kjp8hFqQD|(m&{3-Bi{M5f4JUW*@(3RDK#+`8}
zaV|g&`7wFhie5Aqg1T!YLtWwM4dN}#!$Sgs;H_@r8amGDh3o$T@C%4@fc)#l&*R{C
zK|gr-_W~2&d4U9+(=nc$egIzX;d{X=Jp4c4cYAoNnvm<$Y)N#&1Q&vL%fJc7~^zBoo=@$`TCj|Df(;ORkz67wle)3x+I2BmVdmT}V
zn7{ObAMgV3UMSe{w~C*-g`)qA=%<}=5LEGUn3A0VSAjcl6f{!0K1iIa)Z8Eo#)qs0
z2mn7FA)5$Zxk&umdoPz8PV0XMcOHxqxzlN(II3DL05?WBW5H`45^g)uO7McE!i!Nu
z+rTSirg7FGL%na~5A*{D-{C9$UnFOefZMWGi=$s)aI@w22*-Cx=Xv5hL5;%%g{F6!
z-!6VC?-zZ$mP~<{KPa3hS`&XQ1a+%KU`yt|LmW8|3-6D%jDm;E$%P)0MC1j;xnzC0
zWPeF3tp20$4?iszQG7ED)`_47js`D6O{^Dw37jn>&L#f&@C0Hc??6AaLG<}`C7ik~
z7C(9Gq)n;?J7wUZ^=T1QA@I`>)bhUMlxoah+B^47RO#cw?*@MuJoJQcbCM+4_u$pw
z=Ia3QlPbke;4#s!w(UO!f*J^Dt!UD3;Pog$0=!@ef1uxlJXJk|IM-rxZcvL@{U
zubL`>o1wtzYiWjIgV2X!@EQ#2%*;c#{CNWW4E;I;*bM#TU2-l+qG>|l%ZRi8Dt;1{
z62B3K(>CH%fV5NV3Gf{Z3bu$Q9vpL`ROjp{&z!Ew5!+K*1YW&DO7@mu=PlDlblUa!
z-wl1Imi<%xUyiEiwM+t(ZD1
z;5PBY@3S%EZ!H8h--rNDkvpepF{n5woL^tVsRF$23*q)6^9#f|aLg0<1L#+ycTyiW
zsrx+?-{feoIKl-@XATK?m|f?YSoRU;0Bbz~ekIO+3YJR~@a99D#@x$)vz^Tz{mH~x
zzp_tr>Hm`@zVj>u1!Kk0QZzw}`^3N*FI=I?hFIQDB7QAmXBl|yr2^)`PmJ1#16TDD
z{dqF~(F_JbeN+U`_2is8&XeGwusE`(*F)gWd!j$Bo#^*mApt7(2p@_rFa^AxH_M@9
zS45AeA;{Y-f|uHeqo2WpHwfqV{BWB7fCQ*X3*dMCa9Rl-K#4aAcD@2HnAo`Hx;-d<
z(!l}|oQx{n1wnqHaOFvyx5@8Z}9zUT&=?THkF7S$w_<0!omMRpW$nbQ-
zuhv6XiJ*Lv7(5Dt-@yZ7&~ROE#Y3WB5fS}T=+9g&Jk(nv}zk$BPn<`WK%>1RDflL)&ao`(>Q~3|4
zD@kC+C93W>i0+5M7LTJRpCswEvIW{bc{JS{vQ+^iQ!HuV`+
zps!}05?6pXFKb+LcN6EDaCmoVO7^~>j}7PR{||_OUxCKSzflaT9uYoEurnDvi1A$n
zzRT*bXsmz6v+#4T@B-*xW2RKPA&E2k*YS5N2{@+}kBPyPEyUtg7*u*nwjF$phkp-0
zp=$BNZ*b$(HzWQFUJyn{-hcA`s1%>+P~UOWav
ziE~bChKNBQbfOCAmw5E=hJGDRLiVg!4<5qF>>5*_)EUkCo!0*|JdW~2;N0WkV~BHx
z3MwQ+zoIiPhW-YR{zKq39=-{FLRYaL8h>_})x)69W6=B+&N6i(4?h+>Fu8FX_XQ7m
zcpiA(UwN8bk0F8S6w{<+_HnEZH4=EjUkwQL0l&k;2Y|2j@X^HCf89*+&u{kQw5$f}
z|7wf^nxakGNdhkM7LTJJh?^$3RUEyIKGE-0;nmB8n{ya>C&b1Z#HsjL}p!1s&pu9pH?2-d*Um`qIErI`qe7y;t4)MN#lzxXn
z`?p|#Up9JyPXV|47ES-
zh;vN@JT=i~iv*~>S@i#a{xIUK-@~In0s6tsQs8dQSdaSOOV-gX3}~q&2PgX-{y@Ls
zdK~p6&ZEF?z-LZ|qxGXU`pbS)aFPxXxqn9~jsj{cP3sd{+Wjy(%S`
z%=x1f0k?ZUDZ$R)z=PNm>LR}gRuSi~_w{tC#*9DIoU&>4f`$GHsp6(0TR#7&8@lN!EdJ3oNi9oB}z&vg3A
zCHMcFAUO&^@J}P4#UXfW@L3;A0JD1=vCiO|!R?l8Mc}DzqHniovs)d!PMrJ1Z(IQB
z|6;Kd26ivEN8o6}b}%rR*H}N~~pyz;{
zpZS+b7+%PTPJdCzmvC}r5f%oeNg60`kjDy)?YS0vQzqG*5?<;9W}e*
z)4dI!);D~5x#80%4WE8#_|%bB2SMW{N}t5vaQf8Eu&Wx_qJ~ea8$NAn__U+p)A#n1
zuce;;zS}X}`xDwInI;q4;I_~q;$8j6Ig`;5Y_UcdvrZ>+4*hK%@4i$;BA!Lo?fmrR
z37cfm>d2%y67*V#Y0oT!?P)W?oa#6ak5>E}mAulJ`JR!(+j7_^hhOB-S%?4OcJ!Ss
zhl}JeLkyZj{1BzD!9|*H&H`UiM<<19T0s-fB69g$d*GNISep|PNS&P
zaK6h?o>COI(1^qDQC|ztpsK|D2&uCQX4M$9{UMks&Tlmb9r(~~-k#09O|(|jHk-ro
zAHi9{a5*1@&|*7@o8IF4Ui7KqKcs^6mc!|C7%hh~Iou$JWpY?AhZ;HTHHS|A&!x7!
znQEiEZYA&C&Ecqlq-DCVZ=CSI%i%6Ltk+Mm^4sQrnYACgJ$+fF;Ye9YaanOPToNwJ
zjmL&8zfg5><5R9IpL$JFS5Hvwb)S6INmp%iyC0t_E}S}b(pA%nOT&rDWyQJiWTd1p
zUYbl4MPm^?d9T~kpO~bd8m~I)2Y0x~>EPFHOkeP$8_~b`Ra<@K0rw<*@gHtm{oO&g
zzYcA8^Yk^Bsx1BJm+rZG-VQfk|5oR=*Za27r`g-xQTn=_qUdxBosTea5i4!4&t
znF;N1hxv43m)l0q-|0T3Z`e&*hjzKu%_5<&UiFFlsV|~$-0jZP=LS`_uIQ#Z>&@d;
z>s~Xbl=SO&5&i8kbW9KXkBX8ii5Eq}MMcGtqQcTxqEzqO?Jo7jGuM9Vw)Sgxk6W&1
zeD2n-igW^{L<~H7u2~u
z8vffwkKXHc(*1_3Tz&hOZm>a+(1-TA=LF(qC555lXe^p4OT?qax%&IP?rD0?S8lsN
zI8+kO4JC4u(cEaFxHPFp{o&^5x{wO!H@}
zR8o{mhh+1;{kM2138rA*k-G$t`{q^%dQEr~7cR$l@yQ!3Z_b0b3D-w^VawBEY
zl1MBSk41`y=&e7xmo@Jf38(bpuicVBakR8J84AUtMMWi{NLiWwVw*dxBgw)$dE_RU4=y@A;3LlX>9Z?l482=$qf&SuK2VeOYsL
zt}i$9XmhpAr+c}oSWnDW39Vce%%oj4|0tj7QrVeKt<_}L9}ekJJydpPS&q8VM|RmA
z)FaLG^3EzxU(}u2Vs2*&WLp2|<5W!V|H3WSU5FhME57RL(rEdNtHabs^Jl6)dUF@m
z&Oaro_jFOGw9ZW=i;5yeC8?sqa9l5Gu5y}%!wLP#aq3ZjIH_;yq8{^86`a~x4c0q4
ztM1uN3LA-K1|6?D`+Z3rzC^{^BvPShsH`MWoQ#rFy=tF3oCjZj-7%=T`=cp+Mo`^s
z3gf52TmHFw^-0B{RB=2JD@>JyQ_)bkY)I28jYW03t9rLtBoWp%K`LuuH#Mt${0NFE
zUHET$=N{LVKOWZi{p=3nDvJ4Hdb*;7}ph)lSTI?+eHY1Any
zn&3Nh-5`dOA4dmqIgj_94{;`
zEgZu3opgs@YK%V>)d5Xj7L%($JYHOuOqG_zXnYjKBDs2$R$Z3gt2&%i77M3n>?BGH
z!>Lp$P4!L7oyyJpaH`7qDVK9|R5s10A-yC-*`+b?mD^p{hg4dh9HaU4vxsV)=^9b*
zH17~@T7i*BXn8^{ZQpcEMj{dYWS;7fc`2dBv?aeIhpJODXAV`n{p}-7G89Qfb>HEt
ztWP3#1X`?$LL3R%daC?9ya_MUpZ7;z%{fpG@gLMylIySDy}y
zq>hlGRBqFZrxHhCNxiUx>b3k<)n?fRstuoXXOQbuW>vm=+vg7@bk+kZsBassX8OXL
zE>!be~ef2{jro@vQl-+
zti4oS?DM5$R?fLhz1zO&xQxal`l{`8ilo!Gt2gwe^J(ZP)gse>qB`XB=f*N87O07S
zUoZxR$=TDf)FsfTlQ8n5(RrS^Xo}%8;l{c!M
zx_*i}I&<)E)VuxEv`cPOC+q5|YH()iRCN}ic&7SF)r&qP_3mkE8aF%ZWXi8n#Yg)>
z`q>-Q>6x}SsONk%nEUOgoDRI5)+mqNMblcV8&yc^iaN&yH_{w8^eWXmletm-y_tS<
zwhCkh%~gYZ&7#!6x7?&Q`N&`GbQ%?-=c%@Q#+iPTnIp{Pz~}SKnuUtqS|2?;UFfBE
zP-iY!sB-)?!SEcRf4@VO^1NuLlrWz;+N9M9nc79Fr{5n*=|l6>u{x_#{Xwn*OVmBt
zO-E=<4;n{9KNic?TbHP@l(P@#(2O>4sfzpK37N`XU8*MeI>eiHn^>25mH
zQjyVaTcRr-%FR~If+*#nL+565zk;4N{4>?I=l@>%K}J$sp2tbe^*^(LpL_+`tf
z_|)L$KYuP)kNd)z$F-{E_92#|Prp~S%dELqwWjfutAD#sos`*iAD#B8F6?=uJDr_q
zpnc9YSO0(-Nu?j~pn8`)PzNs7Q&&=*)4*w=m#w6kAQCsDGV|+7)xyWsd(KHT_Z+oK
zE%t?J9X(v{S*7-q_jevrGyKt5X5eZS_4#Rt%vht&?-OlW;CQU*sEfzK`qcw;CjE1b
z`ajCZkE^IP*7Q&(>d+(V3jJ~~b%tJZhYB={Q;R+Eh&t0BOJoi{qDq>zipQKu+-`+-`S@ycaTF8!tF
Nd8>TM?Bg@={{eoZjspMy

delta 167416
zcmb@v34B!589qFjEDTGy!xD|kGT?wg1rr6E256ZR&z?WdaIusYcw=x<%_U(@}|9HMq_9Jm;J{nYl3E|Nr}b-~5z&
z?{l{Iyyt!2^Pcydd(-~#;l2B&w-=9Z4%x)dBQLhLhi*CYPorGRNzNlE+(Tfdnkq?uE=@vzgcQaxBrgVuVQVyfE|HH%Gv>!DGbra5NwRJ1#8P
zd!sDS8#1qvzvi4je*gL+huUXO_uVhavtIMY%UbisM=r82pT2)-S$UnJrfyDTkNt#+
zKRxWNYo6^}`q1^G5BHz!OU)RhG<&w|%v!Rvvu{S>Rs
z2AZ=J=*WV1Wx;#1;Df`sXx~=+J2_^yix1r6;w-ps!RxA}?$%iFW`);V@Xl&O7HF^}
z*p^GY$%4C1m3XrSuQ@?>pu>V+q3|vX{&R)*8kU4^mC$d&|Df=g1)p@MYo8;W87-Ed>sqFALOU!RsyfT$R7cg1@TpwoKfxb&Xf7%S^BxyFlVw
zEx1?V-4@)er`LiVvN7W`S&
z0S|G?zc~aSsDxTe0TXYq;AfaD&4PDY@T980D-9R=cgjM^>fW>j+Jzew-fzJ-D?Dbw
z`xL8(EV!B9acL$;?_XG;^xu;3v}&Nlg1@Zratr>0!gUKi{zTcaS_^J!P5q@tCPfQX
zfhJ3VOHYy&wP(S%X2GLb@O~4Q{kPf71_sRp@*lsAs$oZcCZTsLyx4-9`AaSMUsZmO
z1vl!HP}Eow2Gm&AS@7;=$%zIlt{P~z;5!xGZowTBMLmYC(~=NZ1-dM_*>Kc~tNeWy
ze6PX>EVx%CgJ1lsS64GJ|ZW^2t3+`rq%3rx9
z;kU}f>K6Ps)j+KUHyfz8;3g-UEx5^vHsC`3P4zQ5(QYYVa-ze6n`+sW1@Fy*4-Df{
z|ICVph7*J|nz-|-%po{hX-!EM++)E_?Wo-kHEvpQxbi2mDbho349h;2<~kJl)?)PkoXAQs&7
zft>vsEVxnEBoo>#37)@8yvu^usfxNSc&Ean7QFpKSx>J8|6F#!uninI!8Viyclt9q
zp(?VKWWhaI@LGX`|EBtx6*Xij(3S=7%z}4k!TZv2j=$M(EIlC&w>2KP$HiIj(k!@s
z09?pl-2oCPe@$8Nb_-roBZYKp7Cf2-?{BpD|7JylSqeC=%jATa-<1U~&w|&aaHW4{
zMfIr!_TOgvwdz@u1#eKR<~9rdipt+%!M`#&WWh@el@PTiD7-%lK9~h}tj)rqEVxmg
zC7~t@UT?u~SRu#0ISbyA1@Dshu>U_&Rn%=M;8(1UTJR=?_ge7H>m@;b7Q8^!-=BeF
z{9P(xAS1zMGaHUs@PkzTK?^=k;X@YuFooNiGKWUgPx*6L5?WLboEChe!iz2VI>iZ>
z1#eb(i3N8nf=Yo4`8O?~+2e9c0TcIF@X@Lw-GUb@yvBlmbBi3B+F@Mk-waitZa6`x
zpV@G|1s|*OH(2nX;!u+XKV0Q+w&4Bil>gsuNidgGofiDPb+QLt7TnAqwc!6%`TH!m
znSa2rBz&a`*sjkMma9yeu;Atzuf&44k5{{67JN|QdQ>9nak{c3vLoLXu-{T95-Zgu34?7i!FGm2tY#qN-PN*Re^E~
zZU&8Y3*N5s*IICM8DDR~|Dy6Y5f}O|WZh;n3$$4Z*d|D!>#*Ra5N);KkE#ZuS@8Ze
zTlWNJP<81z
z$KOn7N>50`+q2+XEx3NG)S7M!zEa_R7CbjnAm{%9OTs;>z)%+4xgm21#-JkpN-X#l
z3a_=`UA2#4KgJ%%dKWJwq}U-r1&f;V3v@eT{#SEo2+!Q0g-nXMMwtlx-Q
z6Yi8l&}+dv?~-_*1$X{V;{6uf6zah&xT9If(6ImC^(#39E}4*0OA{~8g4blh>n-@}
zs{ZB-9OG{$bYvu8`)!LPsLO&Mr0}Q(U#{>z3%*C;F$?}VamwG2CE>RnvSH^0kX2H8HctUZmHxoB(X2S!S
z3AUoUoDhp{%ukT#c2uD
zzuOgFV!?MSyxf9&yHivQPJ63p{}O&0tRRZ*J-H(j?*3tsx8
z9D=9?@B2>T1Fe?X$)gftmI8GOAGF|I3LmoIQH9$!4zrpZHD#;V#HIbi8BkTgWhO8;
zes$kVN=qzw^A8d)wcwpuIy#n^nUd
z7JR$J4ck^r!Y8Ugw*@x|>b2n0I%Nk2EqJ*i)VV2h2+mabT>=OHP4zQRK$cnxEct_M
zz+=JBQh2Qezh2=D7W^LyZ%)TK{*S4I_VfhcuPMCKg6~s!mjy4mTN2u9!B;B0--0v0
zkiWqLBv2?EZJDey8*pX8%PqK}8m_b8eaob?THj{z{|8khxFeX!(GLt&pxBad%pYaLr51dZ
z!gUM&ONG~3@I4A|$buVfmW12?BpdF`f_Gc+=T-i`EO^X6V0VRDl``KIYeQXlgC^G=TksPV-T++4zi9zisDvgs9;SLKvsPb>M;A8J)e#l?9C81u8WydcvS>2f<8`x^Wn-y+r&&;2Cw%|2o
z@oU~+>+^fY{=tV8@;lZKBPILCiNT0*Cp
z0Bm9!-j#+IrQzLa_(5rSGz~vE4ew3Ei-Ak~i<`c*ghSE_^rzv6rr`r=_+e>yEDfKO
zh7YFUlZSD`Hk6hyWjMiR`=t~S4vi}fcckId(r{-QK0OUDPQwpR!(9SL|Ji^$Eukc>
zz>GA!G!37bhL@+|N2KANG`u7Y*VFJ>DgGlvOGqRgp(A;%V1b)0smER{)*J0G<>Q+)IUm_nE%8FKVO>2zqMve?MWjLlZpE6
z$v(a1X~#~HH97CGg(Gaq8BgF}ZK?-%e6D9&d?1P6j0gD4i6h=8p8v{c&KL2hc>eiG
zk&A1tw$J)%%kNg$U6HS9X5>Ebl`S%P#kAaCd|``JuDI6z7nSzfis_M`oHp^$mw$j!
z4=(A~!_|X&uzCRZF+H6Bhw&q}?44LJt(djz;dvt_f#C4^&KLz_wKlaX^4W?~`<%{*
z>$IZ|op#_lzL+p#%T0gFEsm@|?ZiX>@qMbDp|p0UqaBgwQ{<@}&XZ2dv1UEzoqkj9
zJ0Isq-aCED(LdznlI{*Yyaaidbb{t(1v!MaqATb|brXTh5UC&2t`FTQRM6e{4;0dtus!u@0t)PJ@e$kjiW@lK_ujAk(M*-T!-We
zf{=9yT3^zKl+}466L_0{d1)kfW$mHk_NBOx-oxom#f9+7*||^sCqMG!$~lGO?4m-B
z#uKHp1o$?)3#f
zifQ|jNo}+@xJwVd8{2VI4)AYc&wUk{_|sB*&AiCTKb>WtJuh<2PiM?s2`2$%&vK2h
zB}U<9HEybdpCP|5_+zYgD6O8+s-6jv=YG2J;O|e$v8~p%tDar0T~w$&oDU&AxA5SH
zBgT1?M=xHjo%QS&nzLx{BavU8bKl_al)%oqvS=-FcCh&Ogrn
z?JJSI3l`X~m={@e!E5%{3hq9nF6W>LFWDjJyY=8ZFdjAMRGwdXLHrndPCQY7`@PQ7KF+hOyM7CcWD?Kpz%yc_!>5?Xyk
zq5Y^4w(WE|l0|X7U@WPE?oGNi#No4+|
z$4=RcMA;HZcEoB_nV}fU9QS!7bZP1ITke&-Db|AnCYwKfOJd~R9pfW!UwV`M{{KV<
zR~~>B?d^j&MP(Ocq+28hWJ^bcy>t~OPEWGUfk-vjpfR7!AM@oKnt^Kq&9=!8s#X0uc
zU6E~m%&$P(JS9RDu(;`1!HN$?$w8)IBXV|}RMSNGU
zFdiAh?on%E?*BkH!bKmBhLt%IH*fJ~K5i1Y@dZT(2aqTJdv-8f^eW)$;KwRu7gILL
zl*cks?nO$X0R=*=a1w5A<_(*;-r(Ib+_hyCxq(Ga1bj^fyo&G~K=Jz9eu9-3WFH@*!>$m#CGw%O;K5pl2ArhMHo{apV$xGmiBt~jeZK3=P
zQzGtbryX++(i`7QTn((7^VOqVD-UY_C|tyZ9s2GiodASW70RD8CE~yKLi8=&f)1Pv1^II9b$2M`vM<%Vw*5%7%Y^+TuZ9XyMsYB9qrlKI-2{_09UOI_F39
z-xvHkSyT?Bn@jLb`CgFMGL+jm1*T=;zC7a_*>i?2%{IR84$^wkwqX
z0^6wA**GCo_|Hj^$^Ju&?gOH=cKt}kPwv1&u<*B&B0m2#V*?(LbS_j)-<^LYp6KZ{
zFWgAnZ|E%xFBW%&dT8M)rWXD25Y**d(y2MCyR>nID*;IAyYN!+&#*|pY@ObgH3XFqJjmKDe3Oq_V^p(AYZkA5J!@T0><*kTm}_Q*kv
zryl%nF;(W9WYO!mi5G!57@D6>h^%Wo%w9bqaz~@f7!8RP&f{}$iSmobqWp&UAmKAn
zTRx;9=7NKpfVo+?X*!KT
zO)Ix4|8S(3qkHh79Nm$(p?>PYtC7E4cmBxPBq=mw`N0wA+8u{2!YH&1cWbEMzNi#GxGTZxzaM6sZVJt~!X#&%UH6r5xjt01~uKBhiCkk9XCW&Ay!X
zlJ7lA6`^)~elWD-?Zh?0naot2*O^4c=|EnkI6HtvR$jk(?6J5pSuyiqvZDAHG>a)h
zKd18C%Jb-uoCo8R|LoYv{G|S@fw;4tsl@s
zjj`Bsku^6SVSnI-$elMHF(J6uZrhb>t8V?EadHCQLt%#_@;Z{2j*ld7oH}ymcp=BJ
zm60RXO|$2{5LveFxLoa9d!%{Y%6UJIBXLRpT5ouROAkNngqT0p4$dTt&OtfvZZ3;t
z?a9Uki8ZKw)riRG^|NLcBU!YX^jDxS@GJU}Q_Q62C1-r$q@3oBi~Mx`!jbpkfdl<^
zq;q|VJ@8!Qx%EdKe=1rA2#MH*IjA++=t{U@5$nK&$0?YJgYa~k`GlVLC5sNjif2P-
z?ux%Eo}9WTjVFsD-)*QF8P|lgjM5@!7zz8sj!0#*YxLa?!P%{`>3bqqG`HFpkBxlU
zJli`F>WanchTma;9p`Xh7e0Ep(9-we96rTJO{^bHnC@FB|7O&lA^hN3{z5Hs*-a-J
zv)Qr~;QQfagZjgOK!E*)f~4DF4wQAb%WAYu?kocQ9w^Hqz`K}a5#R@aMP}Z-s_-aO
zyxr#F@b!<0{OabPj2(d_Q~JIu6e3;4*=awKekY$IUG=?9u&N_=&Pzh1^Ku~4+N&^P
zn(&Im+!6cipP4d#9lB_?@-xv&$%C|wknt~HAOkU_-7NB?84mJpUZLb2StNOPGu95|
z9T4ztE^2}DpE+uncd{C7(~NAqL-(@rj!9PD0gJ2-tSU_4W;?&vmMrQR6?r{SKDGde
z*{g3y3*O~|ko|dgSFYgQ<3Cb()_24X1$!V&JMkQQ@#Qq$q4wB)&u8+k5nVJ}xlFV&
z@><#z@a}=g^Q}kOSH2V(YMpLBc4TDI#$tQ-xXAGvr`q4x_25|>|7W*f*!W;|@I-J>oSZlLKlk
zjkQKI1Rog}21WjPH|IqrZ9dHY&)i7G=E+Ac0cdMH>P$?~kD+4F`JsOdW~Qg`5If{)
zI8GPChV06poEK@{e2jg^eUX1`o?`#ieUXyxIY=_%>M(
zx$BnWa-YWa6&RQHa+l&-bL&O(-{*k9Hi@;{xwPKN87~6!26qonx|rb~llhWG
z|G*8V;n;i8$fvi~pK_9TM26#KhSVgGoZ$xI4Lw&3%46x=Okw=`T;wT=U{jP99~=H
z%F}C5Cid!?sG4jZM>b1Vou8ahB+3u3dD8~s+waMwZ(>KHWz#`MeP>m!tUTlN8ZTln
zp$jlNmpZ+{cfBp2jOys58
z=eU1&I&ud;PW)F578*3sxtHL&Xp5eED6ZixmrQ$LpQt8T^cUPDD!rleoz;ohg`mCfKXr^hrOacLMH&%jMhVd>W_+X$5%+8_s;{@lg~azNDtoT9)M-igPYyW
zytejgtwTY0N89p~-y&Z)egZYh*wes=x7i4NZAA|2C#rIj{9ERlSJP4nRuwM18u?2yn{`4!-nu@cq^X9N@V~H3K9>^{<*kJ
z4)GH7xm|kev%cWPSkZHBuLTgS1b&5E*MqSoWnU-GKy1jU0v5VgwB^HEFV7(Q4wVOR?ceo+hLgQ8=
zS+w_Suxl0cYADbDddtvAt@Q;mO4S(bX?ZVK53l%9Z~4|PsJJ#Cd~M7t`!rGR3)g}4
zdi-BILJ#F~w#e6mdl}%r(E+|rz7cgx=oRQ<@|ChrWk+`BzlLt&XJABTzm9u7$PNaJ
z_TV0hR`zUl@O$s97xa(_oK13gTfW!y;28JXx!#JGw7_>LTZXu&vRKUvMvu}0H^Ir*
zlRe&w7aBi{{|h-%>3Vqa2)$)sNT1c;IKdnCxd+RliDei9Lsj6b81QO~pDue=O>we9
z?vbNHy`s1AGf^sWiWta%wEkI}<(b2EB07CpM3Izj@TYy50jXxN|>
zWG`VDwD4Z
zd4|MX>n%%`eT|}($=4{2n8_=4Lj3w6eu;6(q9^_by;xQ1ZTWFzqdA(1wy_l$9>+G4GtKjdB6V>HZ-sk
zfdjx`Uc8$zgq$8!nA8H*Fs;7u^*O$Z_q3K-w6pt-ml1;$tUXK*rw!J(vH!e_TC!WE
zZ<9r3Pr@V`8l{1RFe;=
zF+|Sc>93;Ke`Wj)6goh?NzoV!_+YM`srnm#pSaJ=P6MZO(j+5zuX~VFC-D6mYdr31
zJ#?F(E!Zct1Hu@5UCQHU*!kfDMe=>#EADN%@8;Yo2CS5R)z_Yf_^jD8q9zpE2jQ;mRNH>(cJ)anDEM4ZPvRwJYFm$9=P)
zFdm>|F|3~E7;4+b@(xeK$&$L0p;}(yO8DqMyj(VZ4`(b-*&fzJZejz+^@kb9
zkb!zdPvf4rXt^bMbmPjecjRb+PyI+p?{TlzvSU@m|A*OzS?2Y4a25KST(1TGeUZ(^
zVy%TuHk+q8IbCa=WU0U$3HCy%tR9xM=;7PM=*4nwv)h!;V)DMt-4E)tz%^@81Y{48
z*6_(rtPX~Xv`xR`Y!@zk#~&%Zd#bUPPbsDHR_xMRk6*`f@B~?o;w<`#eynUHaGT(R
zwr#FmZ~5^AZPU2xfo@M5^KZ14BdM6_T=Fi`9
zH8!8O8H=2&wW~0*`wI!I*51VZ8$An?Nief@&VIz{TI>JV+JT6>nS;0=aX}2SmAIwk
zzaY*~j3%oVqr6GoDIf;-%SMp0Ir~#~J0%0l6%VBE$^#SRgL_r1wKN=%s*4m=P<8at
zrfYX&0FO(Nl}1%r8dbl#N>Vk7R9%mUOnwFKQ1V)bI%8fQUx0mUy-^HW=4d{UL(_Hh
zVaE4xT}m-l=u0{JaxdlTK+JU9P}wNChrV;2GE6JAGjNxn
zQck0CBNVm@`OXTUtZI-G#5Cr`!IvQHei}rlsw3QRU`U}r`;5C+Yvpwad-u;c&4
z4G0amaXgx)jiggU=K#kHaDB+#MQ#+QD0t%kZQwBgzc>tE#~p6cI`Ec!FGV%tK9Kj$*^_OwaUJWP&Rxf6ZiUzml&$Tz`~4DFatg
zWbp;>Q7fF=lnUOaR8kd#O7mIq)!;h7XK4ALP}$quMoa-+lwXYgpeV2sUcuE;
zU%u3g0os-^Ig2n3HXkXDz^wDoc|A
z?R)B9cu1=gmIigk>DC|&6`pr|6vG%U(r}5L_Lw+V<=rkRur;euB=4eJYKSEp63wM1
zhi5t!6b0#*kKMGg@wE)YdCZ|#tcJe*g!_c*uDD6
z|LxfQ|1osN|HrXgh_N$=&VLw(?XG`|;Y$`>@jjTp-{7#n9L)G1!78#`j;!&ue_Co-
z6IdMYUox@QwB_U-i|Ju$+cl@h0ZG-1A)GZO_@}m9h&FUh$RzzbA*CL9bEmroHz=hu
zTOIDdG_vN5
zHu2$`eoR)F-L!4~QFLZp+NR$$0k=4cn}|^X1rO&sFwtSbi-6LPIgQV7K>Jin{k)=O
zeyoO+45;UBVK(7#sOLJBpB!NRHkE%!JktQ9Fef-pdsr6-+z#;&a5t-*hEo9zs_J6(
z90Tv@0=W3RD&Q_rcr&k<{_D^O6@974ZL;XwcQeEei+&E676>ZGU2^j_cQXQs6vj4O
zyK)Rry^hqje3!rGbUi%T2kG@;W^>?dfEK_;CM5Da|I14bKF^o
zOEE-A=dRA52XMns$}8ZoFZeC$$wOM=hSlvM`=eZSmi21emgTj4e!<9|#yi-UKO%ZMq1F^(vuIgKx>WH!0{P6N(-z+@>A@8%g}5z_3QT-
zsyTZFl$FZEo;$g$S10l*)f$X<~M
zH-uLRm>5$O>K8Z+J+6W`c?(%!ka;*L;bl1xts&-G6<_Vuu0kO2qWohn6eoG}elEQf&cBNej4CMl8&G0kw
z^js*RAPZ8)VGS=rP%GdbV&3o)abGHidr%L?Y2Qo1wZ!q1pRMGd9yTUlfU%QNye>e=
zqDS7wSVB@o|K~&Y(SQ~>WC3&QE>g&pkOOAKsf`P`#|R~Ndh*aEkb$R`eYsj7HXqaS
zX5p4{+GQ@G@noBsr@Z7yUVa(X7k6J8Hln=DGQgA~?%@a+wr*9yiGMVXfGaUnxdGIOgK
z575Lhg5C&gg!X7F_yeoh9!|M2wTAt>nSWpoyI^SnJ9s92069lSQ7HC!Ay+$yk=jJH
zi%Vg>rSE_n)0=?nF^EFw?ddN3a|-QbuHLe<+?(9xt9Z!Gv2FY#t0D9BpsIxph*~7O
zQVvW;EwFZ!+M`?F)B@k40IqFEN_NenB>}rAa>=4s-csz^yC%~2z+{8M1%Y@L|LQ^5
z&YqITKqJD60sISWccmCfT!)D3yZJAqdwdjYj4
z6ZK%F#SjuNh7~CsDIur07d=NNb}FTy9B4cXMTJ~B
z_zanD777Z-R6Tc!&cjJk&;58t7dcCh^XOtz*MlUOz$BKEI&KAFHMk*Zda#csu9mf2
zz5^Borh~L!zOx*ALf9I^$`y^FQ7ote?(dN%guPo92EC{Vvdic{Vu5lKpdPs-P;SVp
z6I)M-BUAfbPq^8>H@pb1oX`LMi&NTXDt97cf-F`h_;G%3Z^@Sx~epZrDQL
zNzma7-6NcLj)WKibkfDmX(wsMm26LFp~aKtFUivaKd|6bn{WQbZkHDL40TTN1^?r1
zdAf%FEOnQM8?fC%TkQ=ku|=lFrW*I-A+)%7{t{c`y|4@Z4lDy3n{a@p)Hi>9abt%b
zT3kZzdi2l|tcU~dZkA5&e$^u5`@#^4LSaxoYABk*w==4&3{+Y!HbBm`&Cytzy;DBv^0oAXy
z04O-PxE%lZ+%lxM=%DggAMS?p9oPEAgejFLS>i<%4iN)4K>vx_FhU4
zlJ#)-IE)-V*mTKKJ>+qa&n_}LiW~R?=@K%AL-|VeQ9rgl5M4!v?qd9dn4XkrGLSM4dzaThpQ=gt4PW9-PKqH5
z&^Wd6iWB2!Vy4=N;oI&4fb$1$D7$;~6|CYJJ%}K|Nl>TJc=qldfk8`F3NPq!%&oTS
zic9OXjT><1HMp~bp*a!w>ULSEZn%)lc?(n;wJ;;pw!s@Zwc#;gzF<5$0m@z0>rn;H
zt>gDN|9O)Ci12{ecKsPrTklukpifAH%k2$n
zLYv!=nAQo6Z=o#qAxh$
zJ!)yaw_<6@+J9Fz8%?My2BGqXmezQ8FRfuWMEmdIMsXoA+nmBwfk%WC?v0&yyp?Jk
z?Z&x}ceK{iKnr|RILbGXzZ|50=}7}8TJuKg75%!lv>&rjH*)c(VUypZ{c0C|Tyex-
z*B0Rf_r$kJPR~cVa8q&c{9bnykHXL56}r)js~8&C!zh~8!&oB$i@AsJ09!{8J+x6!
zAihQ~o_)cX5Ah*aT)qTwCw3|b-XjGXt#qP{H*|F=cp_#AnwG>tp_)naSHSR%LGEFe
z>htdvHVPY}8rndVtK}J-IAh^cJ$lRaw18OtqIDdR8E5EEU3kS67hH1PC0FTXUuchb
z9r{h5`x!_b`LfpfplJ70JycUXe_Z3AaPq|;YWWuP2FzUJRXFVeTXlAEV;C7=B&Fi{
zLKiyq<#%B&?J__B<_2q0H@W3
z8KuOKDXq`?pNh{yW;BB4R=_kKCZ4W=X>5XNd}g>z>$6(xj}QeYzo-0*O3ity)5~Ln
zkRu0}WCJvAsnb83W|Q3SgikBKf206T8Luin;
z@sFs3FFf848RS94&wGagLfkc7X=&m%TynjV_^TM1q3y!mLsbLPFT&6l3soKnb;fpV4GWb%9Dp=UCE-$
z2tXVM*`|^1h#x4D2uB>DG1Hy@0XxyBiJf!=JXt=38GSLP`%|140I_Z%YR+kxYPzA{
zTA&Cv!53c8hVxe*rZ!XSvC&>?aObg{0uSeccbKcGCy99&o@%@_i$FM%&3SH}8|Q*{
ze~)N;HCD5Xh0_hAIe?cBx_m+8s0=OrKG^fkzcjs9U-c{w-avI85^VBTVCV9Ui$Gz;
zi`vF_absXaR-x7ByqE7qJJN{;cJ3^A^d(P!p`D8**BK!0@;$=k7zcRH^Nq*dP=@5&
zxGKgN&FRx_UJm)eUEw=tV5_**gQpv(#VZ7;RvRL^qzYg=b28FeqnQ7()&u?Ab}04H
zuxM=$y2-;c;2a9Rz%6Mf7jKV_k^vCR>QYs4BaNhg6-TrNk^l#*1m{YxC~;Qv)XiQF
zN6M&sE1uCdb+4lN|9W}Y{VDp7dbj02|1wX*e4H%0;UzVZ{~Vco!319Oic?MHIUzLB
zDVmUDG=Fh%pv#Vu$`gfD8|H0r7?Ev01ZIc#rL{
zjD{AV=6ORC$9m_VQ3%#u%G}`#X%-8IyrFetVHQ7mk@USMBnGZxZ+sEk;VPNkOG$^{
z?TKH26yYc>Df^)8O}z7n*g6icC5xI-2c?S>5M!DyEGv9L13?r4;8Z8BbmN&J*76N$
z#R8Zhdc#Z*3oNnG;unjwae0Y!j=MlwNeN!BVGEtYi+IT0fiiv^62aDI`Y4RRc~x!G
z!56Xl4-LKN!#s?Dk4lLXlSSYCQ;oo<7c#?tD7q}37)gfO%04wag(YFK=sxC7>r}Dm
zl-Z|yQb9uMo8}ao37xpb8WsP~LI{*g#8jti&}nZH(M1`@1jjMW=ZR1$vZ2ooZ}Mr*
z%aT>nMEQbs#bgXQg;k$JaETMR@V|wTL4D)}6+cQ&P>#SOJ{!FNc*2a<&g3ZPy_#j=
zNhQl#7L=sM*F5C^;PdD+4Vn-K)2iJ?6cvjG(~Vl%dVF{}o{CWz<8poT*YWJbiaML^
zlyIIwBfu3joZueJo=L~rGCe%0$2Whzd?ju6*Ccc?Hq;rbLnH~oW64v&ADrX75figg
zY6S8;6d#&2Y0BpNun`CU+NHI;0w$q3skh5Q=ax8@LwTXMIBofmo9kHrymZ~&rEPM8
z$mQV$U!gkc?V&<1@Jisb?0svr(HXZRhmwEJMZVm7Q*nWIDvfvv7-7$3Q6tKDjnH{G
z*?0*>*M}WN|J+oAQcPdD0PcG5V{gyLl+wRJ+{7;8PgCtZg$zP6vB-wXaZHCY+ZoHe
zJbt1=chuQr(crTJHQc3OjAW2tiwy5IKwOeV|70HUM^-48`y$wb1~5I4q0aaazOR5h
z4A#wGJPFI-Z}BqCY#~Bi3rRC{dTAqenb(xCG|f=5==aZw1*H*q5&6yW$}lA+S$H+`
zK$eEVI8IKorQu<{dA9Jy2jX=g?7$_(oF+>ckc2gR;@`rPVpK2n82~y1lq&vszZLfm
zb>C&;kkn3M;XDLPH>>?ita*W9i5SC0l#TKRzYGThbyDSE|B=9%q8zmxCCai-E0;M
zR^fKE)?%oI5I~niaR1uN5Zr%cS>8>buR{EAWDnkZn8!TIjl$vInRxW}d|;O^7@nCv
zB;W|Gi#K>OoB&!pJRHEfz{g(cT8)2~JNd65O`m_Ka6q)cE)?PnncRs(-m6y|X$|1K
zx*sQiSL9VzU{LQ+7UaA1*4)`4Rrh#Vy6$U$=)$W~Qt6Xra3tk5!z8-Hlub79parR!k
zXf2MQhYS0b<(minsnm?|CI_hZ{o+j9b2G4ZdJEqKQERGs_*_fuVS;-;2e@l#lZbS6
zf)uLuR+5M*gFZ%l;8Pk|xwZ~@CRK_^Xv9u>%pm{#bKz45{tXPT@?b{-5jlA%f|Jq&
z7s3IjF%6YaNch^})YxSB<#1T>thLTUYUt!*RBdbgjc|AU&;29My%{1}Je`LLjHN*tQXsui?_`=t~_ci=u==^GMem~vG
zN%wPFIQYKL$Pseu|3w6H3s`0)_}w#;*dNN$a+m@o
zmO|j=>BJI1!c^(F$x#7eDnkeBR12Z_BIpt-MSPrAP_&2S_+Rn060?6|MBF{*oDOof+is|AP
zfHE84qKZa^yUs6qpTHe|&ED|2ZaXJ%#;Hz$8@@o=k=(VTU`_B*j%Sdoy5eIkz#?pv
zm4GJ0=XUY6IP9e2Iazf3_5z?+14RIPxPC1VU^!%SqJd=5Rmeu4M%cHKD!Aj=EMN`F
zuyL;!j(r_6n`Tc~I6g#0Hkk;EH|YQtZ(vEv;w1+J1BP8Yvsr{yum?ZfWJZgIn#EyM
z|1X=o%GzYgmo!<)lu`G0s8t2-k)m2YWs~9mYpvl-!(JQzjV(I0^wKC%CXqJG+CX`?)Y0`W^sd#a5npDtFVwK+DOWu~fIoi#?uOTO3
z&iOMCfbY>Zy$OuNC&gs5h?`+G`cIVO`fmz!OdM+Y=aamFdqT1pX8rn9+WHMiu@wSM
z@Xu#^6z8%iEvp_v_!y_fH{7>?j~!h6OZiM*MFeGQ~k(#ecNG!G$dLkT?uST`VTK
zh{!gFDbO(9o?k&!fGb!
z=;4@sbWA0=WByHYEAAAH;P7xa8^NzxuRvV38FHfqR*yl+Zttyb{%7YFA
zO$QY(2+u7S+K47%<3GV@<0LfFDD4~&R)pQD3bj-LD*aj9KpAjqk~fHBol)WXauKX(
zg_BQt6$q~)ruvW}y2+i5&Ek%OO6g$}f<_2iJ)eO$;L0)Mx|9pMPF$s_;9YFnfGoBZ
z52u93Tu1)12qK)lPT@bYVp!L_UbWCfMUX$9_K1v87Wr6NIqAlEA$VR3ya;sU`f{Ie8>AL9
zPmYiYyb`=yyZKxnAoRNv(;b%|qUI3Zr-Jjf2%@!2#K4h3OxU2*iKevx53lLryf$-#
zNDnXbuph-F4Ev6vA1)cpMi3a$AuMGL1hQ)qN4JZPacEv3tlg<uG3`zWt%zxN@JrxYpcz?D37tFBacamvlYue0*_X1C8ee$X^u0GD
zC^q476{OnH4dtRST!#!eWDtK7)wO4a;agV0*bXyU2oeXti0{BCi`fej-$`+WCXik8
zE8*ssfKag%pc+9+;A!JV1R$sk^RGwPI}drNE?q*_vAUo{h0ZQ94^NnCjgu3wjDid^
z(?o}XlM|!0)*jX>k4=n*ofXF>zIufHi(@UYEBz;QK<$sbP!1>w9a!84nl6Qj(^Shk>nL#*Mh8`
z>iItrg5HQAb~1L&yQn<06!)K}0@|g9;FgGJ?;;h6Dv%*!td)qdUX8ui#B5qu4i7e^
zOB<(xc_riq#XVVcCOS*iTY{WIi=>H$fRS5_^wxMQKB1;js1OXFBsN`Xt3J~nU#yFpMuMEU{QmsOaVRJr1
zrFchP$?#uz+lK}b5w!eQ6WySk4h=ChS
z1g*)UcOH;%sgT4J_tN9!k24F#N3@F887$gso)eS(sJs;XDw^OAP
zC&5MAo#)0aHpg+|oFgNmmJsPGx8Wq{VonB8`T1LT7+djJ4Sz9k9O{DX!j$4w^Wk*>
zEDYBPdS1l>yv)(txHs`~hKoifiP>BDh1d%|tBRb#$*ap>!bePS>|H4AXz1rUH&phL
ze^6zyJ%qVv1uQfoGHxjDa=`IQJh!tx(1@wPUnL?!GP>1xDXA5P-_#K-Am}f}zRk*7sgS;AdC$U5GRL6IG&t7
z4&WB!^(jLw8^@jNfX_4T3b|`
zJv`=6e6tB>Uh=eCqqx|$+wo@PEB;bfZ{yLau!*c_NK~|u6+vFa$1$9O;5GLb7{c0Y
zMR&+f;UUw#)Wdlm{Qpc0^&~r4`fGu*-VSe=)?j33V+)!0=+X2On7)
zmU8kBwGN{FY?~>mqtj6SjNO#sos=yk4$A2Q!#8?3hw)<^6<=yCWRc(?}@Uuetm
zb&lP|-ej+T5#D2!4M$HTzt(aOylQN!k#~=kjmYcKgO!h>LR+P_?DLA(*FCHUhZ0>v
zD|diw>0LqATHatMLQU|>6T&O6I;Qm0(8b5l6+VWpu-INFz5d0ixk>uN1s*K@!bh8%
z#D^d}FV>j7_i>~#DLu)Cg4n4>&@wSW$e5TIakwDLRYXm7j)5R6f^o3;n4ZK@gUeAG
ziwReC$iU19>nnqu{*zO!V`juVH=j+T;qDp_RkPmu%|eL%JF@t
zMB(aod6cW{Q|uw*4K>6+ak^n2{wR`gb=XbOUy6+MLLq8V@qn|@ppv3T#SqfUE1vss
zr7i0h*N5DC0iW@?3-K(sOoqj2y%;;WxLzJM=E}nd=8o8r-BmyA4F87he=z^
zs2S`=CzM2dd=Q6w?m;5?(+q<}&nrG3apE)r)nb%t9yD+kORh21yhGa|ty}BSaMh$?
z`oA=4pTPGvKlFrXXo@4Cr4u@qK6{qpnX@O(<#f@Kq)nfkAY#w`Am$(%ZY0~{%W;!Y
zp`1S5PXmW-WEQ*Ll;<6?0qye+((4HB{I#wsDX
zI`_r!feTc}z>4(e@J=QM4*HQeak$5byNW<{6j|vgjlgQc7rY!FCEAH2*t?v*3dRXk
z)l?&!|7?;_%gAGG2;Atv($2pb
zXFi?2;D7a=_w(RCB#Zjc;rJR(2?%Sj4`OoV(BcNGW^pqM8`ESymtPzf5>-!03}1tD
z$@}c^rhVF?A#v<{Z7$l!+ri!RGw_35gJs$3p*$1)1bW
z0jMQ0WKj+bOJViWXp3pcnDBk+z4Gz0Opdqre3=h`wD
zc4=-mz}(iO3i)k=e~E7!)UweRX~~DRjveB=cB(_HJ6Xg(lA2n-F@n;849TKH6kMt@
zQ<;-Rxj+MN;)T##|BM$xTNmyYf+nqDj(-yDOzSLQq9N3dEMxE(FCqrUcd<8Mo>+dj
z>~ti?TM680K>t6(w!+R`tcFa)iA6B+=lC11i2-vV%s5RQD&uTl&nr}+feqqkYACgH
z&4{u+@$;Dht+Hd7mkW@Pe=Xv!_?+S(!jnUYm%7&Y_@dgN9-4yn0ERYvZL;Mfykkix
z499F!V;mX$YWksZs5zAJbG_xg@AYuri>tMX(Xu@hgUEufmo98aDqcd3inYaXUE=6G
ztX?nbBROnFpY@{NvI`&Z`!V<0b3u!%J<|2{IYt8piEcl;C=8FF!aSIQBSr9)AskJt
z0d}{a$#|wr@_9f!E6jRyO1XKgH<@+QDSfzabPuWby
zDuuiitCSL~Qb?{`rQj)whGj$Y#?;#qD4;F!@}TQbp{NJa$FY%_LoVa~-%}G0sD%+E
zJ(v^!QcUR{SS5r9L3FIefj{v>&T&~KY&PR(s5Vq=Gjanv7>lhf>T6=-<3C+`YBN1_gy
zciXPLWKAR6WZNPd{AU%yFDG%xR*!7_V>~_o$w#$EpjyljX#aJ#&sxh)Kt|zzqqSx)
z;^Bc(K;Fw=tkrYX-U0@>U33Z?Rp=4xb?^$Bow)Lss887{u6xlcwivM5R5|fx4PN6G
z{Bz0ohA|EDBo8FRvWR4jTq}t>utmX^VHSP`HfVupA>?3N{)PB^(A%5QY_e#q*^%z!
z>4oejQ5-PRMMC>n99TcD{84obQTM7vIH1s@_ry=ac5EL64DSHrFrE-QbvOa!58xS*
zMz{=EZ_E2)ZJR7m*){?wPpni1m*!}X1l+ITel;Gz?11|XCbTUT5lmLg0Hz?t04;d7
zg%*{<)uUoKFxFb&A%G%w{yc7Ya$gsU&LIrlpbJM}6gg{p0lC5pcm*BDev5~ez1W8@
zTFbFMiE_jD`#<}g8tNtUSSyy!G&1B(FR$PYr$7F<*Mkiy9QDEXu@I8Oi)%{|mP5`?
zh*Q~{iE7i4h7ZibVnE3{+^F}Sv1jI+Ew;|8W^?D89tG=%Gw;Gy8r-aPZUbKgJ`$zq
zU%Q0!wJhW>$6?=#%dwFAz+b7g6(2`_A>8;jhWk2%jzHn~H*P?uEFt
z)(P-@#NGg)*!er*XgsSbpV;PwwV|g
z^zznDHDHyXROsdrNWd6)5%#}?S{_CAE=1U6Q;Zqwi7PpPOyH0A92bYWHwX4f0$q8a
ztL)839rR@>>Ks&A$*d>QXL!2!P#rSAnfdywX-j6;h41Ne&M4?_R+-@{fEQ
z){LdDVbz$Ht{OA&-N2M?96_~Gx`BXZO5Lz3NU2-7&>7GG(FeWPa;?wyq|U77Xr(Cx
zLeXy?%YnovU{fqdDBm=Jb09+aBP`I1x9?PJo-6XJR~x7nXh^698^jME-_7Mq2H1xH
z$DkL9`5MDe7U|z|l0By=r*F%d_ME9k@f3zQoJE5!enMi-%S!TW*NqqF03U$X!)inF
z5|i5LR*(l`Wlt#-QwOePd)hEF6HtapEcrza$S+ItgcbSDgT-{pwbqk_oFZDy$Jnh=
z)+W0YpMfMnI1wiEyY0ur`x7FhIx9p7_bCxlcxp4BJb=H6W3}Xy=FFiRK_bybv}Qw~
z3#Vl$g{DW3$)9q;MD(-=7wwVT+|Tg3?IHJWTp1c<3CU63VCA;72FBA<89cQT7WJ$p
zm2GR6dV_{;N&^H!bWLhi12-qM0R9q*kOl)?O(tOrhlmLpteZN+s
zkcYh7lJ|zkyhNs#lDFV-C$8+*R$ifGUAXc`tP2cDoRw*Ra9VJ8G1)8%q|JU&6cWag
zs=5E<$9g%IY!^rLP%}1tkJuJwsj%>_rq0oI#q{y=D-{U*go1drC9i#5ZKkdAtuK4x4?;G;ZAKZbo^$
zY3igMWlL~iFl5@cC3v5+C!U8dT#cHHJ@IX0#X4j2oGjlKAI{<75Numgke&m|
zY#Yu|D|3uU&%sSgGY8CEC%TNU_Fd_y3dYfCba5OkXfrZZwtT1|rEw&_w%rqh(jdxI
z+42#%&^RiE6azq}C8L)Fdn!@B5>?~*%rQ%XuT=IV@ccfXFDa}Fz9*7DK>77!gF~pX
zfh-(Hs%{{294dM=2<9i3i64ACD
zeNZLR#(CNhvE!YScg4J$;6Z-u&mw%gZSHtJaBo%&9ZvJL%Y-o#+ct|Y6^Sv%zMSBG
z-ofAnSAS?_!NKT#?N-#@rjO<=N4ZTOv&&OBn~xmeHhnB_
zIl65+SctFsfW|f*(uX+{Y--cT?edHl`8kqpI>?r%SK9Q6yd^K&^dgbp05{t7gLZii
zo?X?}P+Zkke+X%FwdsfQTHK}|#(d;pn?8xROAsbK>b`Tc9oF-Tqf2nDL_Jq>}j-xgmV3NRrfCl{K
z2K;R-gpE)xxblC&<@mmn^k2ksQW}_X1?KXe>qgpPt@Y=8LkSBrKE>|B;w9b$WOxAr
zy+cZ(0)42WuY-;g;E(sT$tK-2xcsH)rZtz-8w01BvobGzegnJnFo#7^0uIqmT-bp@
zz`>QT2AAWbuX3&(?tr0y}zQ=((>(Yrl6q6fv6y_!G9x~n9l_#
zXKFcRh?{Y~arkso-ZSDC
z*v(ZGUZBTI2PBqHu`&=F{{%>S_(zBbQWHmP@r=rG8(cdeoX15XDCY|y9855dZ}_3r
z7>LE}n!rUYrMaf&K0+sYh$9X3b?b18Pxm4}7ed8sVJlO^t@Rw2N5a?giD%uyV-P(+
zw(!wjefLhz`v!a(#$_)@d<(O115QoU;M=dSVl$xtN1#wnTioaU<}JD%Y$sVX=T=yn
zj@GD8TQY#Zu+jPfb_u(a$ca~`v2uxl+4w67&HHlvf7Z73;Jv~k#GLs{h3@&45|<(z
zXH~=j)+Wdjy7hJw+KBV5-pm4KjyDWttOBs!T?B22WDmO4KsW
zYzxC9-=D%6Y39e5+&;wx3-TwyviNo5pe>)m?4S#xQI2c~hM&FQ$JTEF9$c0iw9^IY
zz=LRuy@B(y2;ULGi+0;kp{4&)VZnyG*}YW%VR_J29ou5%7p7NUKU_IpnUNF%}E1T%;)_@)+q%Wk16Ox}rZ
z#n(AO+P3^(f)Cp{!pWiq-~tzJ_Q3sH9vho8-S7pw8bp1~O}KzS&;^YqvxG)>ikoqy
zR!7(ny+%F4MB&O`H;UQfd$lww!{_Imf*mto*!>JO!JG4muOfjHLcGWE5jH|&Lb*1)
z@G2Z$*l8!>{dgP&NKwN@D*Ha~Pn3P&q$LI22%u&Z!U5?3KhnionEDtFvEsXr?^kN=QEl7Aik2OH
zX2F(kN3NZ?BoJ-X@F}e1ZaqhqSo3)NzxTn!2l$~W3>3uhj?t(?4HQNXqz!+ijixX5
z+M|$z$8{ueJ>H0d%6RDEG3V&v1--(s;M`sHtZ$Zu^TaNS9-ipI0vLbP>=y`nTiCfD
zH#w<5!ziQZcN8sUauW_9*@+N^-t$qup7R+sSIlBXczNb8
z3v89iXRzMPU$m=go^`5O6!gu@Srj~DUf%NHx_ORatwqeGYMyg-RZvKK{80qSFhJvU
zBRn}5RcbAl;KhS71dp9>$xUFpx-#~{YWCGZ-J-7#4xWUZIuYgzVYJ3r#
zrVGMf{GxlI1))4Qoz@206ucq9)dB8Y9LVPXhqW((kNJ52&&*~eNNkXmxPyea6Ql$o
zAz?$}tfQ__q?Dp0N*x=LU>jSvQTI*1jykIAj1Us4j=Hb9kI!27t;qi0&wO?xQQzbB
zd;PuI?C0~$%rnnC^UO2PJTsqXkcoUd#;&wu+MD2z?nwUu@-P=21`NWvRR{s?4unI^
zCs1EvVv+xn=pF+cDNP43y_7_Sm^@(*u^LiV^`Xy?D6({JP-$!3VpQ8gIflW+V&J7@
ztF?m>cFg}m=f`A{SW(AGv4UQg0nd8_AgvYrDpwH2(t3tkkVgV{H6UX1h+z>ahaC|w
z0;k2woDk=|SgXdqQ%SPi@{Ut-3?d?p9Hi1Yk3@2)4WnO&{*?+@^eW2yjJwm|y>9e>
z#UW`dI~`Q0l9oFY1geT22U}x8yzmzSh=sQlDVm$5B;)Akd5Vxgr$A`3F_=}Gl4g1Q
zPo9405Sp~qiGxHcPrn|-l|aNa3>tSz0v0d)I%9v4CiatMX?9W{K$Ls{8!|Aeffl1`
z6P{wyc2Ji{ujpUsDf);*J+~M7n8Xf;Z*Z%aE;X?dEx|0ChXGBL&hm?MLZHwh?z)M8
zB1j5kT>3?kgT$Bo8u1aB4Mr4|l7Ls#=VJW<)j{_d5#uxgkH`TvBm-}dydc-dYKWSk
zSTVhkP34Oh(6N>3k1!8m(qB;*hz;hgq{yR8&kg2XNqB1Eh-c8+?2TwJHBXpGE1aQG
zWH6YL2gnE&ctHb`hao#9U;rl56k{-t@ryJ)h2;qCj6zaJ5V!E)WMENT$Axf|s5S|t
zpw21yfi7~?ff1Zc3Gt?Nl2!IBISGLw?=-`|jWj)JBKM|d%|jmY9Z^V{W{SZyk9s2>
z6CNQ=YxdXyF^^~QrtJ>kYXC(bZ>EQfc?spm7L_L6WRc0q`~7enKXD0G!5VZMOa$wX
z_~YyXV(vdinB?&H+o(niFdzhnR}tB<;4p%Ps550_$4vPsrs^}@BwG5{cT5GX%pTw1
z757A0X+|)ZUH_t2g9*w_P6fD^QQLe9#>xrFe^FD9B_*A5)kd4^)kdHr1L<7iynMvzgAFC)2DSRrPs<
z{Xj(WElom0utMg6b13-a2SZiVD#1z@jt)JYcq5wOzO%RD^Ac>VF^@g~*Z+$;Kux)J
zzGsr-XLkHpM<57h&AB`Y6eALriAJ|IRr)Eka
zF#V*CoC$IiAVQe^SmKR*8uy|M0
zjBQ1x6m3Nk#xZ_X2_Pq_ROKk^1v#c~4M@|G)6|dT8k%n@{nE!vYs(_Rv56-tGI5O39ELM!Sqlgq
zh)!(-L^{h9Dve$F!Y~YSQpgkv2i)8qI%&F0GS`cyRUkDRJN}PJhtdp8szg^bc6U@{$5DKjbMe?PX>3{RYLvmywO`WyihQYJKVj&dW7UARX
z3m8tN$h8MlU$$XFmXWvYF}E*{Uk%4s@zY3PNfYF`4*8xta(nMDx5sjOGFMHX0!$mOD=>mfguYE
zmvJ+rBW7x{xfsot?A65}Q#sJOaCm}6PA
z5w}1~_1@Yv`xQwd%(ZD!szWn%$-kgNc%37wKC#nHr3tlRPJjpdDI+%e(i%UFG3_P6
zjWoN~#oA%As(!Kzp-&R88`!hhsxPo^)(rnTI&JDz;$e(Q8eH+FpC~7w#;b(O0XBEU
zn3~~8xk`-AP2hPFrsqx2I1;d;bS0PATv`K7fF^)lxCt2@HxS83CkU=CDP^VzFC*n!
zO8HDO^aPE4M4qO=CDbmAS@nVR0}VV}!aM2)g<@3K{&+34TSFbZE)R!womFZ`$m%(ufNIwFM75ib0b?gN6ELxv5dmELUs
z41kp*tpI~9O!*K=LT4}?p&MkoT2DeS7y#279yk>TIBl-CIrRe+LLm=?=io33x8z2<4p_oMG3`
z9VbqdWBQ=&7+l0b>QiO@c$%Ye@)P5cx<8zLp=11T3^aba4D~GZ39!`JV?TMO3?-`{WY2GF4Po#u9_p|1aqO;VE#^
zF4g8I@n=T?e>#N}%VX6oMYEMyFpbO%n$XDhA=~DISs7#gl2P1@)aB>|+^c4_&Vk36
zc8XKUU!6|91X-@|85p{?NpQ>4{*yx``nEzYNpX`VTwNmwpFSupkoS|#GQfHz{>)?Oa;`|N9*YzK{
zikt!=<&4Bt2OvC@sX+-!ZQRj7!VcWxcV%mShBd4-|&j7hw_Q}pS5S>l`
zk92$Mkl`(9G7(V^#bDHWthInEt@JodjZ6DBx~v_%trkU%hdOGz}SF
z1ISUjNxme|c|F+cvJ_6mLz7VAWBk%L)1(xrgs*iE^#?_@&ea4M|8U`a%7^;#xX9nP
ze^_6e|6AV@75~0#XD*ywBUFPw9gQ!rtK7|Di4D{{eZi|3lT>Z9;@U{Xd}o81pBGnQ;o?
zHv&JYVTdA5CeSG~Rmwa28Pdk%V#;$PT9VCmjien6gS5ARYrHMT3e*)}YSF!vxChiF
z`lD+pPm+jXFUJHNbS>rIA6-jHU$;5+9s?bi!5ot*4ol-Rxq#vL2HkWUew_q5J#E)}
zOTa^G$dBNMIV`o7*2Pu}4`0$l03HJAp$r~M&_i)N)WieKYnun2W9V730b|?Ckmli!
zuj_Cgfi@;&(=pz$uS~9uBqII8=s}|gDANpJRcGvg%SHP5e2etUd727#h0C?Gq3XH3
zYxE4t^U)gJNMAM?Ol@e9uKTx(bh?7xVa8o*3?k0tsO$8^?t5XmKz)V8#7Zp|fFET*
zOJv!CEYaymq<=})nGk)%>9zhKhX7U{fLh1BwHu+2aQcEQg<+JWz8I{1@sjI;NV$vL
zc^AQn6`V3F&A>e5g%Nr6QMc1LQyQ%Rfe;>5F{=)z59iK}@;;D4Q~;`06)<&KM$Rds
zl6pffzdqLZr=}2Mr^a_6Ml4zPglhTpePWxvs%aNeHAXUt<41{tl?r(?5}g^SM%fk*
zj!Yy^AUX9R&C+_#)3kn#(6nCCRp=NBI0+&tgRV~k3QQ6z>4?Q9jcTZTng_1YJYd3<
zMDqgX0RsU~;3aLWe|BP$U`T;S%V0VRu(3H7GXm7(xjQ|l;aQH0bbmZ4^@EYU6JDPE=8<(vZ@+N@~KgBGA;(&j4sC0eXEi
z0DOtI&s4x}BFhvgDq@^w1Wlw!}c~
zbXS#>>7nvVZR9(Od}^vYWK&r{upQ2_R`~@c^h7wAHyyaGLnt(h4AYOeZIX9Hg;_t9
z5<7rvDy|ITiMz9Yr3GQ_2dv5;WZ-qf6WlR}Ko7}V28z+}Bfki+sS8;=qe<{i$Q$I~
zgP~03kd+2}nlDE$-j$}rO;1M);3Yu&C^qK#S^&SK7qfn0G&qt?`EIL#(gdhXJUb15
zgIqK{m)tALJSvZnCb>&$B+E*BQ)6={uV(cz5I{ez`^hChsg4yP`K;{vF9uOhIWiz4
z=@$&VQa+fF%$~)Y!X0YX{t=E$a1l{rI`+09BP9K@E#|Pw;E{5ey1xq1gJq>Jl$U-0
z3R$lpvr2y;(i|O&;|$8hn#lheL_53MDayXcr|hQGiArP3&4*)
z2BtxmBnOImQw7TOM;Vgyd8iN0die|QR*ca>mhytSskp2lY;zd+w32$2tANKX0GLI9
zCm>5UAl(m`l)W_o`-{e6Vnyh=Q%m|XpBI>=~IA_84EfUu@DhG!$k
zC_j$CyOKx*%tH3u66jq_-a>QqQeG-#-hIc!EZ5H*`*
z>?xK0pn}E?mPmG}NOt}MNd}dnKmhqU0y5f3{^u1JqW)W4&}5y4{Eo(5QQ`fYZmS<2ABQsu%pmI@if(7Un$rkYcDtRv;2
zVQoQhAh+G*%11{0C#CQj9;h#J=NJV5%rUpWP^%`6D+;v(XF7$J`Ls~DwZRN2SCT-Sm@{2a?xI6%qtx*{3jLzQ2LkYw3ZQ9C=|q6eblC~I
zjArn9V1z9Sfb<~XvsI=iKf-L*ep8J4A3fQXq{poN9{K6DH@$)r5)2cS-jzKNAYEZv
zU^(sGBi%_y17h?3c-^(VAB|yn@SIJQ9^m>@eWQtm
zX@p~ah%W}K5(%oC^lP94#K(~}zdLU$i}+0z_jO71P>cIoyAbw$wWYKhLJLQ`U9a>dMT-^WRXkYxgVnM{>ejAuqd&xj
z4y0=+#p6`cM|mmtrThP+?%{c>XA2ag^nLiMY5x=
z-ZbZahq|oO3I9>dijI`&l=9alFnc7WY(QawNeT*fg%#?vZ)e@j~
zrxjG$l~b6=9Bt14gOm|t(Y!gxmKWHIfMg0ND?enHLoor%5NoU(^uO|hnq&Q+
zu6%!sMG%@De93x+_=2QpyPGxqL)S}83%&#zmpkonXl!<3GcAzHZ%HGy2#r4miH
z+_58prl3H5NJj5kTcWg;HkF8Ge32fEgLBpq=tp|D-b6bc6w1R8N_FBz9MI*q9z~TX
zw4QEA%9~$Kp$j_$TP@1c0i;NjH>ko}Xrz40anzj4$ZEY&!8eX-X-p-0(jkvSv=3@s
z4C3SnGef!^U{FsaFLofZuEc|bWIu?p@;xzi5^1Fq&`ORJNnCGAiKCR?Xu{j%plPcb
z-4Tk}h>x~w(uhmxe#X1t>W?E~-_l9d8P@p?SrTXZX&(JD8$
zQb{t0sZcIU|3>fR&ZqgBhZslpUXV_Ro}XR+oF2)m0jlU9Em1P)ArWyk-&t)^Z=^W9E%*g$f**7+%lZge
zi2&!yMwhZg7Qtbt0mw^TK^vRav4G|!^h_KGO$1P}VP3=aW0C=2v~sB@QtpsiAhtNk
z(WUe!PSFTLjn)oMwoy7txg>-;N0%*#3L0fenSxv2)NyCmyQ8(Xj+9Pzs0`*ts~Eff
z5n0=gC4*daSXVh}aMMXl?6Yru0sZ;Hi##5`N~q&MsftejY2oAQT0ir>vH6BUyJ6Qf6u$~0j
zR&43xMq2!_m8Z@q&FffLaP1u#+MJY}4q}0JPDLtcp872A4
zBxzYmwyz}Nrg>laJAnEsn|wYQB<#tVe))s@zLV>v2cWKfc|xn?l5BGI@D(+RYGkfxdJzpw0!_BkwB0~)6fpk
zM#)P-v$EdtA}#7Aju#ga`I+>B8hZnaUB8=5XDUQETV6y%@DijY`(r0E%GIpmg|;e%
z=}!Ur!|2aDe}|CGaS(>iN&*tciZL8S*!6LQoq7@Qd`rm|lmOPbBin~k`#26i;&
zi|j~|y#GUV$2Vll=a24q2OtugwIE3@ndukyE6$X>q)!OZ%Q8}3uhueBU5#u6smrGL
zyV*EmhOfSiHdk~h;wL>|!z<_OLo-z-Lk+2YI1cZ&QxtEBBGrvUJ6B6l?oaRq)OzBr
z(^_pS>B<)(&8d4}y&*FW9#Lkav=1vHcQC?CJMxE93osAj>qPL4n)e#NIPB`>4EW?n
zAE^y57MuT{u4fOX&rga%Il33F?vFmMJ)NF`Hb)BFz_uBPm
z0EL-58g$VhL0FcAlKAd#psWc1mxNwK`zAaZZLOV;(%B49togftgrEZN!6BPuIq~O_
zY`_rIqq2Oh#Hub-x)MzoU2;fv#QqIcU;x*sf_C`D#4K@@!54@|$9XM?lCl=YQgrfx
zu9P_9ArTuc*{-7HK#OQ#f}tptV@Id8=lH
zXKdPdoI=NH>Q|)G2gFAAgkE%m8;&i~#+f08ZcnpkrnxfWS|N(dZaXh;FG5KKllF}@
z4|TT{pxez4A|}^;HoSxy&Ji3L2iErlUfWF?C1l4W&Q?dp6iHcOLmH0X*!7{v6O-mI
zjRqrG$xg`v6YcskL>Y}HhU0rmGW{Y@K7x5;VwbZ@qOd9s8@~a++kIIU+tyry6ZO^*W_nrQMF+kuK
zlNPoZ#~owR0$O$yq7`dBuuey6fIYDqY$BX~NN!LNLCeiy-M-Sgq!UMjPtq~GdMJck
zx)gHKO6L{1fnaar)Han;5p2wZpk#go&pL|MtyxLWO^)0~yZ)OF;@j4&c+cbU`KtO^
zB}kV-KG>I${RqVybZD240
zq!T*x=YU|Pf`hrZRxp1BEpsbqOclf`kBZ0|0{>CNYOj1XNPMW_RaYm`H5H
z>Ue4)bIRi#*uT^cX)k_lgYR7@!3`a~*RK9UKgXjfFhuffIC_H$Tz*a@q-nF;LmpFK
z>r$`b9lU&tcbqSMg&&uMPBEb&FY%;HISzS4?w_2wZy+}fz(WAg0IY=Zw;RuUMaSB#
zSX3<9D`#!HemEX&uW|fz4w6Y~V@x4)@d#{9@gwWba9|q(fOBK@%l7KV>a#Yuef~VQ
zRuyETtyOHS(zl3pkymL$zQ;7}U9^!9rTC%QN+`B~bia9)ph}X%is8ovM|DF(isDI^
zat~-|`?NT+TFX)Xg2+#hqIk*DUI8v<)#4d6pKRA8m*`VSplsO4!)^c-{1dek1paXp
zTrCU2mWNvIBF_M52ecIX+OfdWonh?Lp6Zao@I162$MJSh0f9WzRA#7KoH9U3HD?4EvY#m4rmar2AV-nH%_U%n|5mqDoOR(R<4
z%dOz6%9bEC|4wv8KZD&P;1Jr_FUvLH1b(R*!A)c{+O2U{+qoCZ4W$*@1i`}$r?hn-
z=<-PfN|GE+^g*-NcSQ`LXTO6N=A1nsI!3JO!2Gx+Mr3zj&G@s{qHsr6k++QzwL7xF
znu#D!nr{7C(Zg#)@&R|JfP4rFfH|z4^21J%(vd}dHi-I#780eXX%u@;T`}Nb3?fgf
zLAR~~n>5I9Jelqt&5joKjx3uOXeADP&H^;G3){ux&siDGCOqgmu{5uWg-Hs>T{EO5
zDvBP^e|2JYD*Iti(_rohy@L<^V7B<%x?_AbL&dZht|kq}`v$=~vj)6bv}oL!wbdN1
zRA5$cr*fVl#%!`BYfCYw
z3ma6p9#W-waI=Ld+?AE&Yg>rQU0Ex>K3fd$%8r$CEe+Y2>W9b*qv!e9+x54RO1fW^{q&!VVeBj)h<%Iv-9Q7MLLL`L@5;4
zA(x&=q87=ti0T8`m%Pd@%d~;4xu(dA
zN?_iEH(sbiH*u@j9LGvnUJho(8BechDLjPDWSR+2T*cC%Y-r_!TI{AI5nJm%%>kL8
z;#ky05i*Q57)UTK9ci3Rba*F{7U7`#jo
zs+C24+
zI6Q$VWe44n6`}@bg=C50{Ia}bO#m8J5TC&cAc
z)~Dj$r|6nZ6}H8gy34xgs-u1xSqPT#PA8
z*?oy1VPSwM?XHUPli6RICl9owIz2+JK0rxQos%wzDO1>3{#b7*U}E)Md->cWoL7|Z
zaA*%T`#D|*sIOJ!D`tW#N@o>fu~LoruK0@bs|wj8A$H}=d5K{oUJY2mA;YXQVu6`e
zDA*-~*rK26Z8>OWUYtk&Db7uUNd9%(DUz*ES~SyH7%MW_?&=aT;k7y*e-p-;%-0e>
zgB50)&N;4@gqf@~n{{=Xu6Q8~o8&S0u7SK#es+C{LIq~A>E0YaKGQeE6of8J8_^Co
z$>W^zE2U~2Ci&zs2A2dMykbuD{cs-59#9Fn^TRSfOqKD|Mba!xxVPNJ@>y&nujej0
z%x1y9)}FMWg^L2)X;;-*wwFD?<|Y=*hJ+`%i2`$2c^>B`s?1^KiZ^wW%GR#`3=f!v
zl=#D<>l`+ck3T6+%waz4M~gCteaER__;FXl
zbKH3Z)UF@NMS}&bE!T33X#tC7yjoRpdLe`N@`z}&h}9~Z(TP_5{lh8FDf&&>B+QGL
zKU*obEMmcBmq965jhO0GKd3HcFXT=7m?!6G=PqWI_=Vp^z+zU*V;LjDF|W3>Yb|k$
zSsc@3K~d~m!hAITE_QKg2{ZFs+2ZS^tbDP|>>M~250a;V%v+_eT`XA2N^8!d#Ezw`
ziq~M70Yej8m@kz!e~QOTF(Wt67KN9AYZbFajb$)uaz!o!(bu
ziFNo5oRXDewi(k-w@$?#2jE
z@wZd%V!zUQipqV10tQnFiHKI*$_8vz$`3u2jt9iL<*a5qf0-o{H$@yxC<-SHy2`G!
zZAbo;SGId<=Opx%9W#NHFDl!-E61+f&y+PfJGU%K*xZ$~nIdon3t&q`n-$EbY!~Dt
z2htSOZPyodl#ihDV>2xiS71!>@(0C|m27IE3g45;>Y=Ury$D&w{>95?itDRbRo-mB
z@L0{h;ivYAF{{}GpLY9z6XPh;fM7K8gbWS|HQFbNuVJ++Hh%#UrQzAj`pat)1^C`!
zU{(j5hGTb&=(`3&J}X1)T7&)^l_Acq!GzN`L)h0a3;!%rY+uWw3b!38iSg_*(sfo+
z&oYHu;sC^9ie6fKw5a_vYgQ*2J|et(?2Agx7}fNt?u&i+^w#rsA{G1m5aOG9?il6j
zGNNC~$wY*u>7wmEQmpuyMf2Y2;^EKCpWjQjc>jxeGG01ER9eSE3O~nU9L@K9H$v7Z
zjO$oIetM+%VI8Yqr|z9Rwc&mmwYE93h+5k~5Imxnv$nzs;@LVD=K2T3La=n^Eez|K
zH($D2^jeR(X!I^|W<8t1=l&!HY+zl*u=T8waVGi*pGO}bQH_qI*p+afR~G-E^~L-Ibp9YfG1
zrfLR!#wmEBU=+W_6v8p_H-6tWla)25nqthZ?#5_@)v@ox338rzQPxVHDw`=H`AtvU
z-jq%5De79k?wM3yLf5Qt)SC3BC-%Oi6R88z;eb`q7Q!33tCH_Gkdc?)8q(URMr!Dx5p|-|I{O;ZT`H@m
zWt=TU;6`ppw%7b_fI+t+XN14l1TAd5vK=EAmn+$8CN{t~ytvW`J}fx0po4->DlX5-
z5QSR`ZW&Et6MDopULNurbdTtj8J?7VB0R}nXhd&k(Vf%`W&g80r4#ncU_#P4ORQ{V
z=!@?QjEBG!`hp<~jN!InxcJPlPbr_+Gx%ic$;6hX)~>nyl~rLn?({oG68thc8a7@~
zU^c&83>u_|$aJVPnMoOckkkRx>PzJ&2B@`(G@=|eGVG7(wfPHdga(!Lr=CnmvK@p?
zD>62)DwSW{BQdfmK2j#H<&~e_@09kZr?!>)US(FZGCGNQ?e*0DaI&yI2IFmm|FR5;&In*~@jM;*D_RUuDVhdZtdk+wc
zx3X>gr!DIH^ztI-SN2Vv>wo3v=IJIft8q1<>Ov8AMZ!F7y
zW1AT_{b=d5o%LtDqFL~g)*>(Olt8^ocJuA)h*Y3I~sv|yKt`}#X`?gzTA*2cwM%L$>}VZ&ps`7rn4Hn
z$z`FWvzlCYS@`T_YJ1Ll3X%OWF#^%Cj(FlGJuUM$UG6^ag7
z2pZv~_mYQ`mAHi>Za-VVxtd&j$%1^z)A1_2_Q96x`%acOy5!IBWPXl)xD0l%AO}Nx|UCZU&;W-*06BhZ0xV)Xm`N(3N_#CNh`DWHaxoQyTi%V
z!cXEsCL7Nq9LZPac2w
zq_cL}#5zCa{wbhPCnu~L8Y8ID{y#~MG5U7kflMyzEEq-p5ESXFi0Bg0Iigd<=h!L{
zmk+U0o)1rh^7E4N1t*2(Fg##e{uF;4#@cq?pW@D8HjbD4Q}q9x&FedDCMv^v>X$sk
z9+?edTZ7V~KT1k%8=aI^KduafniM^G=e}3G=>&F~TJdXz&T<$Z_#O5djWp5yNj=rM-m&(#M5N$7PR`YkK
zJM*l&PvqG1E`?@gAoLdut`g6t-KLW#jp!(mlyeXw%?3bRrynT}P5
zJCM`M=XgOxey#M|(PFqc03?h!5+dy*xnt;M*VjF&_DkPsvP;CZBWwsCKTov#gKgpW
zE(zD8tP$VvL_{2AmHDD0V&GA>iQ9e`rH?^D_dG4yA7h{CLe_wcjWb2~lu8f+l?ky!EQ&`fUFs`HOvciW`ttw!-h?_A$1l+&70QUk|iB_scxeE)DRl
zky3Dp*mj&%>RN;HU^?xQ<`|D-{lk^3>LjPM1W=iXG2~bU^;V(|(=edXXWJ_$LZ#A&
zf_}rR!YtRv`qWmAMgxEHRl{A*afUx#K7be@g>r$U0F(Ri8
z!Zzl}CV_T`VMhVv8(^XjXJkowAyw`&`I6=(h#x^BcGD|%oQB2pHuQc%Bgl0k4hlgW
zV@x1s6s{XLb@jsK8aQ{pQtfi=dB0NrCN&r(Tk4A%tjEcVND~Sj#lr4JEAUy0LP-#U
zp=0x=`%GX}Qcq#~nG7XtC{f=#?8mhbi`GLBz_
z{Z~$D0KG!pt~R@fWQDA94cSnTm~&G|z>|mrBIyi-{NW7C<1_Gu@)iRvf#;cl@iKo|
zhF@S>#?QPKqc5^Pe0U9U`63&}uiX%BF2N#r^tD)W3Cq%1X`=OImc*YN5=SqyUaY97
z@fRz}(nX8ESQq>({tKSZEhbUp3JYO-#FtlCMv-Da5ySMQ@uT#bC4#QP-?Uo{xys7n
z$9$Ega9frrevJ((p1zg35?@4uRItddPu(SETw~#Em*wO&HjeReH$?jz>_us523^3i
z+LChpAiyORHUbb`>Sx$su!iCfzFIYqI+EI(%=SSS
zMdnQw#(T#Lev9>XOULR`*=804Z?Uetbh602#o{XNoJg#OP*^Lz`Vge+>~L3?NQkAo
za&fANyv_XFwgRGTohk<1W{df$38L^F7*i`Jh=zAqb+_*(U?82(5l!!~vciNv{IdyS
z?HxFRpC^fXcVG=pO%fgMvevw5l2~$=H7Ki1LWy`#O>)+o)@BersdbclM)CYEt5tSu
zzV_-;++QL$WW1eSe{QR2s<0@xu0~+l@s8>(DOM`1f}0OPF27eH-zm(~?cR7mTFX2o
zgwBf1j?LpmO)D!`e+E+2roVX#)aEePKCUj-36h0jtB1I{*hT^P3q1_YW$GVg#Y8J>
z*0=!_BF0j0VqNlU*Tn90ht2>ios~hM5ELSXk5t5}9PE!nv>5U#M~j%|-ecX1Trf)!
zx`7`hV2T)ck8R*tV}-Ac#g*8Erk^M2Zzp$1pyP4Y65ci&8ys+R4BA7h+6Y81ODyXM
z?hxWXRidkjA7$7iQSLsgS#$JEF&ZmKO5jdw{DEn0T+c0;IZsrCdak
zZM1~bV%;$fyi)dmFUmY%fx0PaR7-+?94U%1M$z#BeEM5u`YJj4{2ohg^A?#U?ntFwKi!*YwhA0@6ogqP^XDDmzgYgl4ET$U!v
zKt>JM;$w}p5
zTQ533W=%octjEky2uziJyf4;^+mBgnjrlkrZ}W7R2@jPc-;kL=({eq3B^@u)qL6Q!
zz7f5iK+6plqn^Np`!BKR32TiX>l0Ro{Vd8nWxvkaG~0)NQAdn^#%}SJYen31R-O$P
z#^rp9)U#9{vclzBf)RCtMvwD8s1SuJM-1$eGT^O75>etC?5_p4B8
z+6Y*RV*+E%h$NR*^WG}4`z4Fv3s;FkuUI8f^EHboyc(zEz*4)u(`qsLH9O8-kBC-p
zSX+-V6OcfbjWYUsvFZ(0`PWv6tT$L-Zdf7Syuo5`>gA6QP6Vro_@Ix^ks
zms`?T@pJ&s^b-Z&!YYfcA%fpxkDzsb(eW({=;99pJ|=A>OygcKjV~qC90gy~JD8@)
z;D&5vofYIy$wpLAn&C_48i`a5vPMV%oFCvb2AI6}>gsZF{4J}XzxB`NT}Tw#ci=$h
z>Y~9rHqhtNI3gcPju;2$2U+&Y+%aPNJJ#!q_)jHPfYzbeUb+f%J#uD!s3WtAMDlV{
zf|@n2S5KZs73J-$X0Z%t{CxWjFGVjqcyo4%NV2ms1&1LWF6ydZi&b_OSm_ZaFoZg{
z-IIGMIO6~j7_o!|^{%p_4+QMWK=Ihle1i`xN3}Shj2uq)$!370JuRWia=enzcB5i*
z2F}6eDPQ~ou`m7jfyHxX@)~v8ydZzeeVa8;WfK?6VXAEDjZzOF(jUe$7D#g|@tSV6
z$3Q>d>o4k6;$QLths3-}d<1{8KzRD|&v~P4(bu1!=KB32G=Nv&Pxpx)0lW*}yg+OV
z;1Pv}ERbEUEbjSRW!@0`GxJ5`Dtw`FD$Eddi9<5yZaeHSjo?whwpE;O-cOw}6Kczq
zT5(#aMVoTuLant#@QUOM&NriRef?t=Mnudab;i@
z+;iu2y<(pY-rs^4^kkXZ&%}n_P8bqHYr|`ZOLQ#+uI$dF^%f^)TZ_`HYHz$WJtrB?&t5G_=C+Xj#cF4jKx7B7?EeM
zFWc=Ef7roAGr&zHD%Wa6-6Xj!YO}rtStR1XeF_tlmtD#T#(vkvJ4b_2G
zzy*ONDQ@&I>uV4?@ZXO*KoLMGRd_lTQ08?bBUp9AixW?=gbNpdyk^m<_!xwgC4A{{R4XrriclY3dT?OZ4=rtHKi4%6@29s@@C8<$>%igL_tkm1
zkxu~<+6CV1kS`oq-Q^*@sNf7`&EFcFpG!hPoU+S92yjTR3#-UEk6){CzT^1ED*
z>ADdAyULocs96dA;iOY$_JDbE9QIEHb~MR0!KxSD38i5#OG06upecI#wFWYT&vs?1
zwrsq3Q-p_jUV$!hEU32j6peJe5AV8CEY|U___?dX&5H+e?PL+`#e4G=lf*19{+)ld
zNvIdbMK=Q#l@^S@3w
z-{T0xrM04X4m-tHPY_BD^DF56IW#RD>6x{xZ*kGjhsT%w8?%y4N4~pQ2Aj~XOi<@Y
zl9;pNt`G0>tT#gRnx3-9BCT>3KY#)Jjaz^P2o_C1KI?dj5xDL69cW
zj{=RKlIWlaheQV&MdcE_T%({K#6Xh8TnG26Hn|-+zawO!Jgi)GulY!LUIi*@hw?~1
zVVor~l<#Jqby4Ns1~AL*`fFn?O&ak)#*2&<0~$jBR*kXz*_fLdFY&$T-2{Yh9Bnz&
zgr8!bhex9n6bnj?{LZpAoX_CAQKD$noZsVZ6GW9rUX52u5FI0VGG9Exaz2v(OT(WI
z6)6Tjj3*5hFAe-DpE^X`i{?*S2G@p}+Z+<`sG9U3T3f@z7y>a>&IKc-s;Zo*Hl+Y%
zC1>McHES=*8bn#w2aAfWd8b0-2C2fip{AJ7n%D5O49RU@zrkW>Yks#>cgiy8*{~S)
zGJ4RNVTQDxC*-W&e2~}`!+(xjTLYYgWf2YBPA~4QT8@gV1xgxSDN(v`8-gU&g_}HX
zy9;KzyvOFE2BIpQL$d1|;fbVfP<4?R%R@Z}49?}C{%cXN4Y!qWN0#V8&vWS_OXK+f
zQK&6n$U6@ZYuobk#;H{$ZDm{Jq3uw0&_+(%A_0;%CCW)#IkZGNZMBp?kJEMz6(K%e
z@|Q)nx
z>e1xXC?u`%KUr9_L4{7Ykx=4g{#PpXdSm8kzCr+D)Hzz?n~Oq0H`
zp%2McNbDD#j^RQ7bcVF@2HXT0v77v&>NlknalIc_urZ;}bd$@_gSp0ENG0EGi+E}_
zK5;a@=nGDer`QEK5Z)hmL^bx;CD+E93>Tc2Bw$*c7Yw36nJZbY;afvv;@-U&b8ov7
zDYjt_67uM(M-ikpx+?ZCX<(ac9E5^`y+{tbI(f|x^0xW4Lg2l(ui;#dF&VvZy22eF
zM&Z)P*Z73Ru1mH9AND)3H~(Ch+>B~YYw6c2&EpzHN$%0cRPS0etkh6^&8|zPkMU?X
z6BjDnY?bDEldAW_MGH4^#RQyd*x~3$Ek)y`x7k2fIyZ9D8B<4sJY|M#C#A)?TM;75
z9vymFm;8?EH~mefaMk0wi7Gj*+*_r2<3pi(Z(5n^T{oD#-{4eopcUt)5dppPdqahb
zh8@>{0soBA6^`OCq4wD=jZ5%hJbAvs6CJ5!w>2))@o*k7%uiok
zA7=^tqC<}+UbC(Q0o36ix}Un9+>{A*rCEiIEF&z{Y<%w8hkEoiHITN2DZvj$J3j3|
z;D;D8PT`mCCVNls8bP4D${ztaMs$tzE-v%OY%#VZ4&QNJ;z_4Ui&sT_)l)qZjO^%lJ0x9nd0#+u&e6+&DjF%;(6>FY>W
z@O$rBgwE)Hn*I(x?S(7MT>;F*vGByRhR_#8L_!&Z{qTqBG1}zuoTBpE4qQEw9lqYuR_!egcI4$tPDh?_-EVgL^-i?+YC44tXw!RTMkmYr
zjy%hiSM4qic16BvzFML<7(pAYh|6z|UyHSDA?4d9*m27~4L06w4VQ=h_~{msKY^{{UCepBpe
zoGKllwM-wxJ2L)rq_{np$MSBGmU`a+spf0uYS9hjr(9Wkq_kM8wqQ?Q5-U%)K&r43IY%g4HN?hL}`N2WRj&kekSujLGkp%H1?4^SS|7w
zU=FX%4^JqUb}Qu~Uz}r0w7JZvP4Pg0pSpUv7IM}_4cMS&d+8{NW*$+q{R)V5
z`KH5)cTx0ezREJ+anvwHnR#F0TLF+t`V$qU&8;W
zV(DPwg|&rhR|4zI+Ve%_ps?-9gPLzraO8E~9CKn4CtSYXGP&JysNit2(2q%+sYRESYx%U1T{Rq7}4
z*)%?i52+wFP2)anoj5d&Pk|LcYrl@~oS(ZP_`Z_Dt?)^rRH?xJ^pJ4T6WQ%E1=Mc15=0iNxw8c!f&dN*p+*
z-g_?d>&H1>Z>z7J9j|BA*V>NPZ1vUM@w#1oy`F=sHwf3y>ibUAO|SFS*IAC&H1+j!
z$Lm=2wWoXq)2}FnRLWXQ$W`Tt%%Js_mB}_otB^V$AoW#9lJNs5K*d{GLXImX)YtDE
zuWo7qzYqCeTqh>!he$}aaz}kt^JgpPDzu`4rXZd3mKgz0%ERU9l
zw)Deyn`v=@uoU1^Jy(kQ@O+HvDf}WmvFZ3@8IduESN1GYj@A&6X@oK;EuPKcRr#}W
zqTF0ww$=`mQP(Gwu5|e8y}B5{j6{qo1|S*9-7dd}$M2RHIF~n!xLy+VBun=fMH?kA
zs~UDhu0k@AN=2Ss0xHKB99Z9b6Z*E_X|Q0ErCV
zI=QWjNwJBV$*vD^pzVLj@`d0T%&R%67#gUs*$*iPFI%eqM6*RRACWMhf5-cu6A$Kd
z-_kw@G%$a)NtDq%PBEBcukDn>`-)ZgE#M7(C!W{1?1Tb!!A^z4b%!Nymx5yW0$$zo
z98z&T*FFr<=jX-07Vu=8`K`5(cl0QJ4&_RsoDzIRm>2RB9<|OmFe#n>5(5|UFZjtb
z;=m&Qd94wrohkD#=g5!u7D=;nj2|r-N}|5blmjZ&MHzKjv{=l;_=UM5buph7`imCc
zBucTj^QF&M=*~%;y7wa>+FLMPXjbOMCn}+lisjMX~!b
zFC~sG<@I%Ge>w`0Kj&W;g!eLD&12^t042i{E{Imkc%VmFXEr7Lf*4N_PpV%kVUG)9
z%Q9X$w2ZS9jy=NnR~H;QLdD2QNCW=Bd945Rk*0AOl!Rcr9(bP
zhLpq6x~RvhmsuHfRv54Frk0s2`8w`ZAIR0YnLe}GcS^*r;Sm*nL)=PC7cr)j%7|0%
zvGCIF21Lz=W3_Ro#4l@jBVMPV<^CEn(W0}&uj^sCl*E^mn#M*}xTM7T;{-J|0b9I>=XQ{UN4r5g>`{K76JPVgV$5b<-=p|5C&cBjNZ-s$d2I4<
z3c$rf;?`#P5x4FWMYe!_A<4)qTa|W5)ZM~^Ji6!NYkNox-NJo664xV-q@wyEF>4EN
z=rL`gv()WuabXL(XLW|~+=_ln$hNfF%A2xcr;;3592-iNvc!U4`D8XpRNBU?d;CU&
zf(E71@1W?mjYoLAA&BIr&q1+f8z1cVek~wWua&-$&z1DHs-(y55p{p#Mvs4ucT}Xf
z91!Wh@x>lrKXBsioGAuacwPQxmsn&0hdpys-s~3#Ej+;E@_lFCL;J-`f~?Dhi2b6<
zc0j(*g~aa{UAJRQ>d^%%^`Gq*Q?~Q+9-USLB6(DJzu3B+SMiuQ77)qV^ZUe|?L4XR
z%P~$!%sx4SQ`+Kq1O*pVrK~KZqmmOdl$BSmvMRGrEZ>28-`{iAdp|>*+`+5*9|pww
z85kMyD|6x@X&r+|5h{gCGDP{Ey#8lHbIbO~Q1wS6Fw#l~Nl5B1==
zWgqMnf9~WymAYrwDR=ahtD7=eTuiio96uq%~;R($<8fdOap}M3z
z_uMP`pnyj^g2+)?d9RoUNT|(;lvb4Y({t>&Jp#cB8qnqFQBhby2F6x>IHD)84IPcL
z#B<8IKV7`r#cT8)kf%7f8koCT($hK`$Z*28)QFN1$yt3OO^KVx8YE-k>R+hFlx^Dp
ztX1+LP+Fh}Dxc%{&eW6L6;pP@o&I8*7`=xd;mvQ07U_Jt$E1-CQk2WP#Eo<~%ohJD
zitgnl8qC=R#X@eaheW73WX-RR1{2YvkSLp{OH~g&UWHGb_7389iMYKyf&a8soY~83
zmfV6;n9OPArMn0PnubLf%CFcdN@wu$C7zxqHTz2WeWx^RM_hnm+hm7mm%(3o$8SM}
zjtNm!?0t8riam3LRP4_;f27z8?~saJJl)6F6`FRI^mVrK)poIFKlkSiH;JSBc}X6B
z-lFX1eVJPXPLL~&w^=$I;A^?ZmqVP4*uGU1$mSJGrIJ2z)Q?XWoCmwDW4DTC+5AD!
z`x8X_4Mg}?PHvIpzs9&lLl+*E)0GxKn63_`R|f-?rkh0EA?)K+UMI|lpn;xm7QY|D
z)+R#)Y{52Ni@f0k62
zfDHv3*?I^wlypyv)gt>iZ|oUOyVIs990k;79THwAc&#F5k;!1*GXO(UnYdEKoZw|}
za%12Lc+J1U*Kd%xSoCh0EV29qW{g4oMDaiQq*|vkftohQlnX1!pmuB(s-I2cuvN&<
zH$XcLrk>VUYen{-ymp27l{jje(KFNZB>8$7d~cc&oI&oTX?;}p5DCxqn^Z(RQH
zVj?l&p!`fPcQ(pY2k{~y(y#LpeD-2d?J}R_vA(NQjQC7HQzuK3q_SHu&`crmIE;m8S+_JO&3~VVTCdNVwOn13h6#LU%a`>E!=08*m4cr
zKJk-ycnyYe<~V0FQhySm*U^l2GezI)JiK&C9OjnIn2nm9y1P8s{A7mO1ZAE$d!4WK
zxYEJdgnIMD4>x#?if^VnoA3@NNFkGB9XIxUPRFCoVNa%u^EY@9|5b=WH@V`rcNzxP
z!MWniO&;hr^hdnRoht%w@j-6QDaC)Tn1720Hnbtd$p%9neQ*QE+#_CQvxET%BOzB8
zaUgSv*^yh>KS#W~#mkldp32hzB?H@@;Db!H+W{me-_$uG^frIt@#R!!v6R_3(#Xs5
zZf5bt9T*2ev&D~h_yM0nZ6wbdA!Ev6gDwh-#%!h2EHUsdzs4hf5Umwh5Pj2thAelb
z^-M8B;oWqqN)B`@BdHNx+Kn#6;
z@kEK8YT5UYH`I7MStDUE=G{!f?I|Bv?7#}x05ql?S*K31Onl0J;)NoRK!eYkY6*D3
z+iMDSMp+uMIb%iAYwm08CviPeE{~NXI844~D@XAf!`|ScZG*1mG3eOFvfOdyS4uEz
zqn0>~4pc~2UtlJwHc_TDrxdj#oGD&Nf$wJ*YzHW$@A36LFw{jp%rSEiX5OwYi@rBX
z1eF$jKtRntH9>;?2~2(IXyR@aylU|Wu!E506D)(@aFd45O%$)*VGH)rKFh%Oycg#O
zhKs{?z9y*BaE(h?$9C|>rdTjWBXky5e2f=Tn83{>cxfK+vv21t)#zJZ`WC4%pHrdX
zc~Ub8+){!mZod=PI+MTN-j0%rZ@#o*Rx(`3|@`#;Hf>3nyiIqD-+m
zQ!q5ZB3dhsR8zVTE}0$QwonOUFEwE(64cxj!r_9_QU$*z66kbw;vooM9RRWS*9lZA
zchn35DMN2$2&0ECc<2F~wt9FN0fAvrqA2FBdCk8cZ1E_lsm%D6Bul+Qn(MCIZMpE#X=3@(t%
zV=$QD|ALw06-O2ij!Wa&dx~gPT+@)h9w;Ui*Hm|}3i(N^d32%JQCzcDQ!j{eJ5T9AJ=SbRF0q>T07gtWfy|C@#gYC4Xchj$T)n1x
z`M~^zPC`GT&^drnsPO{PO0PM|9~(ru5}IS&&mbO_(5&T8(!@L;&3fKEO|CBiy0M3A4RlK8H?#uU^x1uYqlmL$Ik)J>j@-67LqTtZ&SIu?&;Q*ET9
zP1noHqMfHx(e-=;jurW7+IU?Hlc}+4YO84~;Wle3q
zW2`t)88r-(za>QNDySiRtOyU(_=-MNP=i{mkV%ZKqS;cc#7D@Z$57VlZuBZL!sv*G=}I>#LN%{tFqyuoJ13Q-aT9jz=LSrbg1uzVAuYOGPgO>Yt65v?rQh^Cz0|PBTR3uFj_I)mfn1)p(8aV_~gqNg&Lu@^znL;`{0~Segj!2Zw5~
zT8?uK=1fh~ELqAv$j5uL(e-q2V;nG@)oZ8hYT38raNNdE?DHM6-vthIP<;vuKUbCm
zX|FfyU%W$K?t#ZCLsJXvbH)gT(d(2g)vL)o4AFy7&s{MQ?&IGhG1r#jh*lh-3F@Tz
zJRJx`07sNCQMBcVDjZSRgt*8NCG#POBMJe5`0NM6u3b7y^LaJ^c77Gj64i;)obmz3
zlr+Wl2Pe765$61q8%Vh|nU~=Pr(DcE%9tqY@{CU72)+PDO8XHsbF3v(4dI*<2s7!5Ex0yTS`9hNFm$AZY;pmyx{8m}fv64wk;Vi_Y
zoxwtyF(9EI=VZHiebAU`a&Z_TDGv|T0g3WCh}P6*Wee>aqqVs5JbOpPmuxf?Z>
z>at$qjBdv9by*)lOo*k7dTfn2IhJPCXR%`aSbAHZ1(!*VN2@{D%yg
z0;H=mZJ_^U7XZEEMLnO(6gh5j5Y
z$V|v{xN(=+-1I$BJH2TRMSq$8pbANOo_P(;J=>C2<_>L1dp0b^qNfv
z=?hB`x5PF{`IL0uKJdtE2&3p*zo6=&EXXD!3SL-k`aF%I#8B3&$50@&wYIY23_8bO
z&VG+!IQc0O%)-YXE*h*!B7Lf%Ez*bN_rO~J0nljH1&9ynCBfHppyyJBf}67dF))fI
zHD{F^uH(=bE29w~P{K4H+bH9q=B%+GPU=ZwOBPYEMgkA-GoT|yw?x;sPM~ouSsRCO
z^>eWwPr!p-_28>?pt~)ZujAkz8ds?LKCti=FqNh9VQBuhU#k!GmWpfVy!p2mp)O%)
z-qr2sNf=uw&T*jet-w2Sdpgz%%bIKL=zS};+4&(hewoEA2ZfeZp+h^`*BUK4aUel2
z_fXNhEiGt+9l@eVGPXfW4)mk@ZCDSnNdyIlvt;pLIQ<$9{Ey-EAsj8Yk4hMFiN9|aqcqoc4w#P;?!&tlnvlB&^x>U9k_;O@TYTAjF7FX4zew|o1F}(ww
z@5B~~wjJq*DD>mael#nJl@m{PpgmE{UHn*;Zbo54*S!N3>x`krw*!TAW@Qc3m~$}X
z`%fxT39a6i0)vX@n71w(=8B1ie{va*ibCPMf#I(n>sNg9>Sgk(1`K3n`S^|A>Y%tI
z*36n9js8Yj*F>5bD21BZ|4Sgx#XHVATA=4h*xsVp%|lt-5?|koDv!Ye=KB*K$`s%@
zf6Oe7x;yKhOFms#b>Rv1>cVapJ`};l;Ec8{prdemTWS@}c2|7_J-z-}_Q@OZy*;y1
zhyWR<5l{t@r!23E@dVcbaJ^4cIG<*h@QA!)n5XE~mfFU!uqL-Ln3&o8qsHd^M55vs
zKCNO{I;q%HLK(O5E3(!O;LOmJ_dKO3wZZi*(uzUvlsr3X<858Vse%-;Mxx~&@i4pQS%bUeY#)*zo?iC`qR@aCVAk1$Ue#RR6B*cZ=id
zDy8$|PI6p1#Xdi7JI57OvYo$jmbJ1BIL=vX9l%)+;4_QgpNoVD@vpqL`6^1)k7|ux
zl3YGLei+Zlp56oEJ$eltIw&NCoeZ)b3fh&NmTzHHeXG_K+nss1#(zV3YQfXvq3s0n
z26i>;(~|DYz2{LRXx*hll@{R7T}z7Q(!1WQMsaVrGTIh5Up3$g
ziBo)fwIu&O%)jboZP-6?D)=f&i|iy^)e5mnLmy8{yefny-Qk0gs&5!d%loh(=i6T=
z*07XMd`*(L0;{|Ojp<7tR#rUGm^|Z{hj7c-IF9uYgx_gxUv^cvNn?IsDmVJ!_-0Qm
zmFUlYDFXGZAw6u3A;M?%LCaJhuVA{`A0ub~VEWRZ)p0Lrm;YSPq$?Rpp;G-IIkr5A
zS`R>XHJHr~O-$}OO=!yi1}T=>ymld{ImbSaUJk&_xz3jg3}ha*^L#a*70MD_F4Y>y
zf^BRuE^0+&jVWm$^Q?IvgQ14Fp^b`JN&$&CFc!m!H~A+3S@{SaLJ;DI^$uoeDW+6UowfZLTIB%fBhl((uKy6^SE
zy^p{>I4Dtrz0aunB|Im1E+IaQmyLe}yvtuH$PFZy!Dt4j#?){yDAQE52($ID7YZ=#I0-Oj~V#gwA-n71<8OYJ6)Qsy3AM7USyB{GqHF8&n{d
z?!&|GeIs;jKdtC18<5>FR>iq9P!K-U%2OdEEkt+|f;Z2D8&UW$<{mkq;yHdz%DIH20KA_^QPlJ|~Zk
z4r5W`^7`Z+&nkw7H9$=ys|jO5Qhh>UKNb7}$?(c~flG22?^A-6WPG`;ixqon^o!)%
z3BI5#^*v>)0Gbugiq)8k5M20ypOmEB!~5+hOu%g*<83k8sroorksa+@v8u0IpKyXS
zTVI}Ilb~1z9i&A)-ZXNK4_!>aVds(rR>t9u55@&2%;6Z&)8wa`S0iy_4iz1a{)?
zyjxFP6Dh0pD1DX>%^b~wT}FasEGuM9#31QKBh+?a1$sG}H5KojdDE41)3wd$j5B%kVGOGbm2sY9v3(tq
zM`2@GyDDB7^}uCQAA)UKrtPvqCbiaStc`}zQ^7LY&its-<~5xk%WBm8h|y3ZS;I*X
zb`pQS5H~tAj&k-rqIw|jqgo}y-oe2R4wiG2H(jrD|FurkdX$2{s~
zY1btarz(X%=BUajh{u0D0@?T;4TL#A|Fy*xXdm7`FTTrBv0jHt*ge^#Gq8qY<1)r(
z1~yp`i@YQIG}hVmEwVG=_*9-U^e(08qY79AB~HJirW06qzdO~wmo-`=n7XCdzni>V{T;d0wEW!h`1oy4wN-*VGFY<;GplUOz3Fa=Ix#YMYX
z)M*mt;bpg=E}gk}_OQZI3Zk_Be9JBC@twsiQ42=+Qwg@pqkWUG1%394vL-RF?rlJ)
zZFeDh9Fh`!acc0*lfl1RA%-WvW37`Wdm)C9G+aNmNLBMn--H%Mhf(m6&uVJ$Gf?k0
zQSXH88z`UcgNN2UNqA==nYF5zjn?Iix(*+ML(-OVMny!bzGP*T6%z`kBCe^g%2Rrq
z%xc(N=2gJ`Csd}YlUZ4)pNgE!DvBTL(74H1yhG-9YPPmeshJDK^3+uX=`3iGd4kMmec^wyRsiF;tCBWM9r(Aip0-0w^a+iDVIFyxY9
z3M*Bx!3*uw!pn`;O~F2Vc?Ehlg_IR@3d(J$QGkoK|w>vBC!f(_0Vfg(P*9
z{gf5FPSfP)`{;cNd*)U|!0m6-fRpb%iMeILB*%J_(q1T2@*t&VwRI}PAVHCh?kzyh4C!Pjq$q^`Fl)>Y-W}wp8AX?r!m!KL}^KT
z9mTeB4?%dius`Ssu?8i=Tu{4w-l>BxoU@z}DFhplZ@kjrvVcX1o-Qii3J$ZAC#b{3)nDmv@>;H2=^B!P@n95
z2CFrD{wC}h?R73wJPFk^UA$3g-k0~9JkzlmGJ9dz@kR7WeuWbXo|Gd|A|Z3;Nx8YR
zaqME|ED7t3^OiGvL0C&`Rk5_!&^7;JCeW^G^g2luAy!}VVJ6B
zPg8$lA6%vgoXt-uQ!Z)g%`!VjUZVM{STA7}<*Z_vxVU9*L#5-8;D;}zO0g@nejOVp_DrKnKeH-DH^1al^+A(pN4r@{
z@oN)ozyQW6px}q+8FbiOY(U?|SfO{7ss+9=o8OA87r0
z)Geq|ginIr5Sf`7Izl02A?vT5@59Y`Q0cs#84UQyQ#VAYe^
zG=2m2nI|sM-VLm@$5u>&}jb11BsV^5inEy}f*Ib6!^
z%t^U%0V=(bH7hd*{KQv&d^y2au=Z1p5Ox5g4?$Q=m8#xDrWqUAQE_@QMQp-(`cp?eA>iPbCHOXP%DS9XCV@DLXq3rRZYi~?A$2?dD~HQCIjJC;E%u9m{)M6h>YX`j}T3dCHYz
zIcmmoT!q3hb=F5_)gxX6G8eUOg((_3c)5oq(82tH
z!tnZ&rV$E7f`)D8=3rdzrJ1ids!gM98&S
zG;1&Nbo--m!(Mh=5~Cl}kVEK~)gROHLzp`{JfabYS*U3Hh>jjclusX$au`F$;fG|O
z&aT<4cx{fU*&BMD&c^Cf-s0#{+Zkzpd}(%m6^%cFkNR(3)3PJX&Hl_Q6!b~Uv|-Sl
z7I5Gdojn5PPkKe{D64B|xGhJ`ER6SHQFPuftHX^AQ|duJm?+(z30BGrBS`Q@fPvpy
z(`vgYV$`atAdfnhYc+xaGCaHk6B&M4%tnl6{6>sFITt7&{oF=IWzhV~e_lnk@WMjlf
z8C3cdYv@^*2L@B)0dY-9>llZ?0~l5ibLq?&tW7g0=@e^Pa=&73s_n3t6Klf9s)!7F
ze2SHBmuMk~heh)#nE^^v)Z+Ch6o2~;C#2dyhMwG7qek$iJUS2!HxX$8ADVI9*BiT>
zW=%x9wutF)EHZ^Y_l!23WvOD5YsR|g*ls3HUrle%<5T~D2d0RYt|HG1SkP5}Kpify
zY9-YB$hbvsAda!Bo0SKae@M$OutwsV`^E6cg+cPle7t36dFE$2Pu``y~`JEk12
zU1oH?inF<*2Vz9b4~?J_V<4UwiMKltV{CjKB0Hk(O&WcZ)e`UBq%AjDqS)~URr?+L
zobflQ>F=zfgZ>6$O2rXmYQh3+>Ti+(SnGL-SMx-KQ)gPF6DHggt70KOW5a^g#rbPvlBkIS_79xGMo
z@I|cyDX-_yg?p%qkqFlKH#xyuu?IdS8b8`q-0H^FA9P){3AF_gQOk
z`w7aqkEB{54$S%}X+p8g2Ij7l7SQzswSK_L1dlqTZE-_WZg7gLTs34>ZNwXVfrmSZ
z892V?$i7%5bhxZ#M%C*OBS&|_);QBu)jvH?dmgaTHro(F3%cSwJ$=C3?fs^FWjUz(
zolTApAr0qz!MN-pZyNUtbow!CAuc>Z`X`XwtapxXKfz*S%2{%H%99pl3Yhok(X7<>6mhzs0D-zC<%QN=c`^7m1X+~G9
z;?WSQejdW1WEnWg;;WzY@C`hOoux^00VK)JkiUZS&E$i$QepK9cZ4TKZ*87=oN9co
zuqlF=8B4>SW3nE(oz^~QRjY??=Y5gyvM{s>*v50^L#qC#lgOix$@gF56AxG=K%p#V
zn@J}~%w+q;Q^)CWCWH{)ouC#k_-^zB4S9i2(UZ2)q8H4+-Y=8Ed3BWT5DeEAL3}$p
z4>+txUqM-dvT!>5ouGRiM>q$y-FoUSYcLX5v0L~ht5rMcI5^M={TyrSlwem0g(EP`g(g$NOGpK*K1-P0Lc~6(%a>TIR6R>UudsnGaF!;&g8!8>bmA3;z6EE<
z<~2sMwPz^sHAD~loS|v2L67^K7r1-TX>xu8ch}Pt{RSWG>Yk?AZ_vvtoi=WM!&VAn
zfs+*e7Hn|p1TA}u=AVCpZoNgoA5Ku|cX0ckpsw$bP~LG`^9~8wo}k?|Znjj?sSZK5>k)-XozE$EflLBsA-oG2{az811~!jEDIP_NxBEKDzf23+x&D
z=4UaFvOV`gS510KvLC7r4egN4ja_kgNpjyOu!X8`frEN7d|<^Lz%TO;e2ph)AN9*Z
zJmNm%^ei?&tdY8#SF6^Wt>W#_C~dTU9dANIO(4bxj^-U0uWaw8ieK2FB5UBCu>vWD
zq>h3j*%`a&(--Dibnq@7**68VvAc}rvRRDS!fJ<>iuET;bPlj#4YOTCdwfM#(9oAn
zXg`j&pR`evv^v;G^D=Iy3%P8onAXZTArBo!Xtryy6eqC@d`(XRI`SDl7>?$$Ao24ydS6^>CJx+20Zvj~vC%dft
z89|JjPwpk8rh$H)(0$!ZpD{UOD&;u>kN4_7PC@Vf9L1-WOpi==%#%3tI%oyPRB8nZ
zRv800b*ETbQ$lJb7L272C8ScNl&*Xk6MQjnw*Wo=DF;0`JEv-fs*jvUwMt6e#Xen$
zN=n}1fgkB?NhzTIhZs{JM4ygEP}&6{dRHF(ZL?2CN4WCm;4Q>TGe;`>V<^Z~@^P|-
z5&{e*TdnMqxo$H}7E~D&Lo;0^XR%!j{o*Q>6L-y}ORkc;Xct3&x=PJlTF%v2g-?6=
zJBrU-3U@=Wl5?q_8|v~Nr2O5aO0{;(0eNcjNaQdi$&c%jGdog8qQlJ7e6g=S-WIE8
zwF~~fbTLZqQWe?0=Kvgv@w>i!aN80=4NFVU#NKJf3S}fg@)Oy3BaS3&9{PMtz|6(qL;D?@?2
z6HZN|KjY
zb~1IVB$X;8P1Yt`rFIBSt0Y|(J5DynRF)(`j7T>2tRms6;^ZV+P!((!JdPezl^jLq
zFyqInQeP%G8DqVr-{od4Mrl=C0p};CDy{(=9+Nkr8+}EGXlOSRy5mR~krL1i_k;8cAV-weeCTNs?T*aJko%TNnyV
zi93J`O^MIzM}Ia!`;O^HHo;OUF{+=jO0Wb~ro-aMF+}PsTF2425UG)PvJa()NXx`>
zeJD0m+9VqK810)&5Rj`YJIO*X=T7GPL8CSKGR_VkB(G(IXdAXK|#&{YJ
zb<1c|_W*PI^OZthuN;~jDRuT-T;GgUW_w};*mGYsix=<`Dv70XNNg)zaoqxWJ(PkE
z;#T%QrZ=&^p8#)>j>+6{L)_nmUNuTqdoPG
zl0wAm?PzP1R6^X>j(&}jD!J=Cz;TWF>MBWFNLt1Fp^D;=493285JZyj5=lEu-S|?6
z=WY&q@SgeZmT5cJ&k1a`wv_e-6n+=^px|`F8cXcI4~wer)RwAtkzDFEfH&8bp*>udbS#c{8L#W6n4^lD5==U#
zeQ>pbWCGt?1_7;%bI+j(UBKi&Mw-$|jQrbldPkB+w4`s_ntOAFGcovv*%*$miKdN-
zQz~B5IxBh_e0Uli_2#mUu~uxam_2RGp7r3V40p>hrbJ8Sa7>X&+qz*;cFr_@>?Y+3
z!c&^nQz}N*J*6qa6C>;kWU)(As`P_2%H;vS*phniB5IeP5e48i$_h9oKO0O3en1?_
z!A7B<^phYyfUtIdsj|2;h%Wb+s*6cMMm9j&#l*IEjQa*lmznsf9?ghH1K+7
z5j;{~^I=unFJJ<*Po9m6)&_cQYzfOH@8ME{c-NnP9xk=4@iP?0hNax+pPF#sRiz~^
zfqf(Hmy@k#L}Lub(h++PRo~s8%8Zc8i~jx;HUeX+i$4t*AtjaBh!a0;oYo|h`QaQt
zR2!b1t!DNEKVtha)Q^gdl!B`UnJD-0)GFiX%aYh>r68#7ZCa)b*ppdQn=!5YX!1y@
zxwx|qT^=d5DcPNWiAl+9nYRBvvczR#c#ps*k`ZGHK)kNG~0BTZW=9Bcr~8E)Vw1U0`@P|26NjFxJNAAD%`Xh~n`u8)bP
zu!RPz`Li5{((zS6xgi>ND6g{U;%KRgIMs*pMoUiOx-4=UBQ3HC^5dCDCwuEd2gXQc
z#Em}maEw&P<~B-v$?A1X5zbsOk|Pq$JPn=uxTN}LJW*;O{Az5MC_NAiy5~8n`O8M0;{QGyI&}H+y*g}}#ZC6o++K+5*3DC#
zU^fYLX~#miT9AmHb3t!D2$-gz@!Exh#Hp(OU5#&8Oia81FfsiBEU!SjciFgiN4pHt
z95L9NLdQ#OtNVO%p_YAo7gDFq3iX(7TT+;;hN%J^}jbXpRQ84pj9Y-Hh(
z@!WJNNf2AzFt(W?1q;G{nm<#TR->l}62O3k?qZry;$VY}feFp$W)ph6hW7QKHnTA1
zlrnkq!Oi47SR3Z7J!sr4skr#26wRL{RTI-o8BflVim{SM@vXtM@3c?mAH6l+&6_9H^tyI|^FKe|#=9dX_RmvR`~mJ;jCfT2
z(h`(0Px7wuLy5mFN2Ce;eL3ov(8?i}EkWJpOPMwO3W2BhKSs+{M3qLtg?@g~w5sNY
zGV?zC>`Yw>4Q_RZ#*ySIK6j=iB-L=)gBx9$B{KDyj@nuL?fAmlmT;vrJt3)%a~!;b
zCw)vP7{Ud3hT?t>pSY&oqS^~2AF-q}^;-bG{oq8i7ohh3aH3xpNP*%aCwj3!8YjKo
z232{QxWt>^(TyzP5|4hT#S5j9WzQGqB_GpKZtXOv!3E+Nh=
zPFV}36*kc>yvtzEYU@NlEt1+*PSd0Ojn0F)O;!9<8Fo|au_0*(Z{lGnWs)Y4bWd4w
zgS-|?B(2(F$$G@@R7pJSNT-%yH9f(Ra0*tE
zJeEo=#BJwkz*4EbjW@Ed4Jr2>>HJcuqBzfyJ};HJ2%D(=GO4Pt(Ku^70lmmv^1yCN?Wb4cCF??F-U~by)nZ
zF|J=HO_9aUlCjn%X&N+gipIm6r36{*m}~UiDV-O@so6%|Zs|D_TjFE=Ua4YP@2B`i
zVph_zW*=%gP45d726;YmUI9iqf1eudlZqAc!$BhFy4XF&n0-=D!KUUXjsO!p_&~qy
zm+Ds-^Io)4s%^^01l^1p6KGWt4PRcYwB6)=K)Nc-BHcl0gfQDU?x184@Bnz;A?c_9
zT~|larD$O~l{zA23Db>EM(~!H8zmPy1?n=K1!;S6kVQnqM)6xghNnx0==R;`^69$vpQ)!tn*m&S6
zu)-iCUS)nOiuNaHM5fe9+#o%vk
zrff2`ne$-dT2a2Pvv;2IHMQ4DkN(Egf-(-XTdXz)*~#Fz!#^1>6qZ9IF=3g}#Zk5u
z#Xd`n<@It;N!&J>8W`j%4d+hQI4&0BJ)R&3e>I-Kw^U%f+3*45Dc->HQIMaRrQF5W
z09C&X-`zOxo$P4*Pvzdw@gMNPa)rseba>aHe{blq{B7klH&SAx>Hlm6*r8f+qIz9=GqwJw%T%YysA5z
za((2|u02Qd@&-Kl0elb}q%Aj~DxbR|f~dZ)Tt##pO+Wa`wZvzmXt^&kGh`I$>&Qvs
zi;<>G?jA`O>j2+qq_L@=ypY-NYHMZ^UNoz^^s1iR+Qv9SYeH4uJHZ%IU&fKjr6IJd
zfjrJVw6?}@I4$_LYzY{GTp{#;TE_5(@?@dFyjbLDs~_EMBws1%%vUP4A&Z=+K7~?l
zT;cyLk5~v6D(6DK2FjfTXDZiNt|&Mg+ccK#gaTR72wch6*fU5TDhhhzjbM3hA?fWG
zh@Y9JMX!83^vH`Aw~;H0%VOzt8#&f@NfggG9$PMhrZ3=Z9>)2qtuBITi;~-Xw8uc`
z-PJ_e%`=-~!sSS@UsvOfaM?pBkWmVO%T%CS5%Ozse-}CziMDvs*|@STZ;ORdrnZPj
zQfP}0&5_-~rOj=ja##1#RHePFO5X3yd3LDonlH~@uGz-u4su;)6WvMUNzBY0OuhVg
zlw6|XS_r=@oeJmc<k
zjJ(<=7dg-xXk&z_Qp$8ir8EskrF<@!uTrWYlx06s0lvIaIyz=kpRRHj@kkpw(N%6#
z#LxyF*jgx?iz1DT64_KdR<15KY(vdr
z+?c6qrvQ(5?qlz#D5HyHliXcyR>QBAR<7@>*3*RkzG@4#q8Bw}mr}38{^yu-1+Tnu
zzO`}4rk&m87;$JA73(3_b?^l-A544OBV#L_vW+o4linW
zlCKJ4Az$O9G4dWJT6t>oMx%!wsF*bEU_@#E;R|1>JOhfCa0;Bt#FBg(;oT8!gWegE
z+U{pn|H9iuQtX{^y+JN4iC3!{_a(`51+ifjW9wvjt|YE6Z+x608$_{US!1v1avPaV
zDJ;@PJDodSpDo)r>Qh)tm>>5jw;yT=_Xmn6Z2Jfa7XSxow@khzoUZDJl;R|+vhcpK
z>>PP4WBueDrT
zy}UqLzQU5frKj@+n01<7t(To#3^MOPW1O|69OTOQRYNT0;$(8)AbX2?8)Nte`4`l^
zt1)Mzd|9w5#{=+P{xy+)-z>XTm@ne)TZ%iLImQbPF<(_y9#g7fIsEmDTkLUi-y#Qy
zE3Z)W7WueX`7D**3O4d8N~^b`4Ngp=Gh5{~;@xx_yiIN<&dZ{`+vGrT;yKFMCQlWW
zk2HBZhQDKHY5#V(Lnl)34mm^&wxgLl?sQ`slK!!G-;l$FNQ@m+EcyLM-?F&rfP3?&y)@2K`}Iap+;Xv}W;
z2Uj|23cMQ|)xQQ#hP<6oepUZ9K8Nq+0-2~N?Mu7TZ$H?kLhyb2BCJWuu-Xtgods`g
zU4x#Pa8WP|ojy81mG{VD#ck2_2yAJN+$^Y)Db)mb4TWm#;wOO&(Rd>-;4wYeBdcs<
zmY^v$@F;-}rU`N$x5(3)o;>>Di2yx8U5=60KDlKfdrQh)|IQ4Hn36e~90h1o_t=mqWpnIS0x0fP7D!{ho3U$XD@uOm$);7q7KOo#P@G$(IGVY;kR_*knALu%OK^D>{>qr0hC&Mwcdo+
z)X_;kD(`n8j}U&;Ujf2gj`ZDM_*ywN47Y~^9k>wYxE<8!usp)%H_U(NT6ntg4MeZx
z%Fbj#%+M^u@U9r
z>qTe0*iUng$QA959OUz4@EaU;w0cITkH`aT%m0Z6-JOnobIL*rJSxxYcOK~mfTJ4P
zPdSAeL4)#DnmDJKz-s9+Ml`+r2_#@nfVn_D6i2-_VR>vZwP0lt!6~=Faek4_fvy
zM?AYrr;f>iwqsuiR)J~FgsF1#*HrAd>=n>-i&n!a$G*nY1p(CaDR0Um{NVteUtG0G
z3kc@%gxp1wVUf^gGbV!6-8AgDT*EOOK7oh0eAZ$92dT0bwEMVR$)O2S<7H^CHB{jj
z^yau+O5F5_Q0J#oB}_i
z$7ke*VyCB6_N?q#F9x*V-jxjXKV?5@D~b@3D!1f5DZwisS{@23&Vu5DP^1+t)8agE
z+fjZ>6VA$k4oA^XL6Xh$k{Xcnj4q#*D;o~MsY!@o3owRv{nTWK_o%xRc`1A_N+ess
ziFbtLM7Tpv$GaT;a8YhAhbu=D_PQ(=
zll&s@XjNGs2E>-6ga}kmJvg}J&7qt80t@pg4>tyfH~6NdC5=<`^fLwif#F
zZMt<`E@4=3izgGj0zAx#!~F9SWaSE84neVYf|P%lXl*WAXy5B!%XX88OWXA|0q_~b
zJAlNiS18^DEtRFbBP7(pfV}N0IGf*ua9+ko?62YMIfJTtM;_ZLIpnr+;tiQeqI%Uh
z<+hxF)3+fFVa;?GMo?=H3!TP_I@am7au{?SR*ued}{?_x1M;u6{4
zlV^&rE*V$clP8G6D5KXyIZLp)eE})(p>Nu6ROT@jdi8#z$j5SsO(%4KHvFzb?
z@>hJg$0HI}vn=9~xP}LHFSj6_`YSzpEWZ$Uoux}pmE-cwx~c@CAbVY6e!|i-%)UOy^!W@7avWY|&UCwg91>;UD5ds4^Tx;P_|U|A	
zeb^e<&%W@?>Y%Qz)z!DD9v%hBT$X3FvcBdCoVDrSLqt
zm`G!(PaYQXL&wteJlUnny=~~E!CIKqwjDmJVk}RSI}Op+fm=h;
zf`Qgyl1e?zqE;-FkK^Y<|bUf)m0R8
z<{Kjng^rB;NwMV966bi~iK<+>A>K=w=Gykmbgz1$FBM
z@x)U4y^yYFp#p@;!p8d4AZli#^Np$lJ<_JORNnVRuN2e}|2(MW%>z64fFIuE)_OvD
z*zrme*J<*r2~$-Ic}h8`1;Z1FmS9zQuyuXuhKA8PNtiU6ndd=JUXsz>1R5o3FaG2ROe;wqvcBVu@=!ELbEeTYFOB!a656>IojX
z-2aPN?SVzj!AQj4WFa*!tgBLC_*^Y>5JqdaLJ`^+1n>;-}BRCm-zxU
ztuB`>ESPe`*R_h=o6Z#0HEuU*rMV=7VNoJup>|+dU;Kr_W?mj@E81`iT?nVM>4&W8
z@CRl#>w1Xeq2B!f{IY%&YY*-!w!oB0-#Pg*d1S!fXY%(S&6zx+)%QUylP7wbGU>m<
zoXHxnD2`o`QcN8F3c{8@lSM3a)|~DfSV1|-+2d;_EAUV|I6meFTH&CpSz`t&-9EV*
zzsS1Z)IY7phos7@c%vj8%L_@qX`c)QskmJD5-Z%EKap5O=ga!f7v}!a)}1;P(Z#zP
zmw^^yYFMekhMPVYLsOeM+wVrp+cj%WnMHJ!#o?vNxu|Z5c+-oUmFRv^UF#z4mJ3!~
zarPuWDx}G4f8-n4fj-xlXndgRe}jcb7d+`DHa@BH3D6@$30?SQv*~c~%VzGlY&L$m
zK;hMeVur+}Jln@d{^hcGKqN?&Taz%y;3KK3TulCg=O|7Dj{hKJ;N!lk90mdh9g9!O
zRX{0ZLd!R2)03e|iPn}Oua+rOcv}{GgRg!%NQ1+}RCvh}3u5;*y
z9z$5qIaH{)&aK3}E?Rru$EH-(w^@X=Q*QFzcw!d{ERJx_OKEs<-QWVRW^=DJy5yvD
zrGienaz%Gd1BSncls3?>w3DuM;reOZU)$~}jiPCWldhV>cx^ne
zTnW52i+**|wJLfx<*zYC^r9-xh^hBv*;?Ha7R7qX3qvsk(
zijF|F?9nEzG&{WJ)zwwEr1B6%_cwd+D4>;j;2XY*TiOmC>Si>RbJK;^)MH4}(zoSf
z6MXB#_uGJnMfN+42O7n5Sd{2!TIr^1)WQ)l9(F)aQ1$6NBzEhL-(I%Yqw%yOF4Mw=
z(ry
zcdJq@n%a1vt|50i5N4q-Gfl*mBIrjCov(Ow3jOM#3m58M
z1Gj`ieqa%0%Q7{1yncx5T`DFSErJ5y^fok!t6T7OMl4o{^-FI|bEyYk`uQ?W)W
zM-#ks#S5q9!~Z#renUKlgeZhJU3C9mnP-m;IGfOP*qZ#gQo+Ay5pBZ>iu3XAD?yt6
zM>MWkCis-%6oHOlIu(Cs@BSqaiqivj#A032J~ZWeV7t&1mk)t$15KT3%Y$&2vdBu*KKM+I!F9vEb}7CGRjF-!mXv?^#B7&t`kbU@>CngfHrU
z1INtt7L$i;%p`{9W0FD94p
zcRzT&{FY3OuZ?O40cYZ%^kDmUG
zHoxEJeE1ol3&E-Ao_$}`Py4^9b_c$w&up{RdI!E3)C&Bh_Usq6euHeaZa}tL!)!in
zlC3)8Grc>2+e>uJR%`tmsM0B0)d4JYUis`6++R(@H{!o~{4?J7Zz6R7?i^Opt`OY#
zPaxbvXRuhlGar8EwnQ49@XrYxgF*~gpB{C*bu;S7B1!O+pOVvgFTT8=ua
zN{(viT{TD5!QxasM-{zu)YEWpshy*)22oGA8&%Fx%fbH|Wc=?}%25l#e796KD@W1>4X3fn}SN$7!1po8-Xzt{*|GTi?`5XQ*vFCpi={4XcUC&XM
z09pd316JXRdElKKwfC(YwdU;{b@J~yswec%tOZ;Jv<2)0+pTi`?1Y%TbrX%mv&9ku9|BOo#ab5CE-3
zQGi#-L0J;EphMwNfQLP>z
zvoH;R;_ohUYKv;*)%gMt{RVb`EucT3@1Jl3TmfSNjo%@H_ozaccL5UtK5%yhyoNmm
z=4zN@U=D#f7Z476EX>~ktpSd34|tFMzXp~vfFJ+?b^vyP;Mc4i_2uUr^^Z?EYQmQs
z^(^f30H4k7da$p7Js##Hm|bADfY}330`|5Da}f4oQ1w^=x`f)pECkaZW(Syi3g)VP
z3K{s{U!j8L@eQ}`JNNhWt-tecYIbjh*%1(DldG-()BubJ6oHD(%1|oW9%dl}EWWTr
z!8`+{zAK?P_`d;rXlng$=)b2me2@75!~M$XYo-l<$^F@H9vXh)ckb^qxAr^#aC2?c
zfLRC{Z*QVDZJ>Mcp8@Uvz30CV^gqLVAIE>}HvG%n{pSh&Q>MSifA2PYpVRLNEN*Ug
zEt#wS0EOMYfX`)eRS%fC
zQ(yw2?na>e@C3L?@IPnvZv?Y2+>HTIuyglBgvk#(;MWnb%{*x&S1A6`()h3}|Cv_5_3gTmdZsPk=XE#NU3v
zQNT_>96Z_r-osuh7^5Iy3!tmngGy`yY?&gpLNCosWyQjch4p?kOnBcZ0BKy<+GQEJ;>}{l@DJ!pWTvs&Ru
zO|Ci?!0ioSP6l)e%T<4Dm8<>&*bdV^Bv7B(UFuM;DmC09FFHeKBAQ;38l*;HcSt0Onc1mMEOW1Il*(tG!)E49s_&;9snCaQGf){gXS&F
z=773;5O6;RtrMsjv&roo+~MxI7YXe{rr_RhHo2WcBHXcubJbpenSjE;8Ah2c+`(Zj
z+&2J!9>UmtJXcLfH<{ed;RF08W`GwI0L)o{Du7pjbssV1{&!$duV&?{#!vrQz*NwA
zf&LO82M~|M{@=jx&k>A8V*PM6p%TkeV{>y=H?zs@9Q@!eP$Ey=Rx(e0R6S4q(`<4(
zha+$&!M_U3V{rF3o7~Q!KHL=zwer*zwe!>#Fweq#2&f3V1uT9R_y48I<2LYw{|P5ll~*Lt(Br!1FWU3kZh6oC%N8Fk8Ug90dIl;Y8Rk^9W#{)hSQy2$~uIS7hV`
z659jZeZWc3mjc}@n2QldF~E8F{{c7*um*iI#PJ;XVW680yJ0IlS^$xYKx=^5gwkAt
zc>v})0LNLt;%9OHADGzxnG>)?&J+J0cxE`=_jpU#0F>+)z@{@w1k(j(XF!9odFq5g
zdFt|^dFqlOs2!MHxH&9OO$3Y^hV~B|o~OPC;fxU`liNAu0iS~a&lA8SaC^a@n-&O%
zzY8L(0{@-B&oi6c&LIqL8VQ~lm8TwuJ94zifwRDW9+;A4vo)KccT{lU^;@n
zFU&2-L@oHaAZ(2(ph?VAdjlrI-+f%3S_ffkBh2h%^nV{D{s@kz2sj*`Sx8_%0_DO!
z3}zGpjYYx@VNV9#ZbV)fk*$II{~ZwFe-p_8Bs>ss9hn_F{lAC*5zg>8k^B#$zoGee
ziCf~ZnEym?_}-)czey~AgnwtZ;4CJOKfnFE^bA@x{tJTtRW*N?$iIjK?f-YgJVPhI
zbb+b=J^Ux(zS0=}7YSH0Wr@UMTJZnQ^v;*2;qQp^NBDPk3(jKlIP%;7U7Y#+4gaeu
z&KJS|Iy}$t!bG(HK@21T7=)IaO>XCK6K*?{Yylpn|2wFiX2OpFjRh=pUS>aD)r-t_
zi{E3jTZ`N950N{V@o%U7ed3nLEE#-l≥)`NJ$j_j3eT=+DB={cFMGnKP`#AGcTt
zV)N$?nWznzp05O!1iv>wB0`Sikz0Ug#u6_#Et%x$nbS4=g@6-v1mq8t-`*=Lz9M0bJP3-=tje}#P>?8z|8!8{DyK+t@E=>YQ)%uO5z
z7!MFZ^9HnG@M{h85^&XEKL>ma;12)+-wjY1UB4hJi@n|Ksdiz^bUau;(0(GoaiQ5LCn?prRR~
zlA?J*#ao(Dk+)2-(9}#R$*8DsdSKmWfUkMG{^T6^vLWoGsaogpNQ0}|gf67eq}Go*6@aidt5crr}P?P
zk*0DAoAz#jpY&Z;A}t%2N&g?eA2&DZ-SGQ=jO+S;jc`MK{r@A=E3?u5|F<0f{~5+E
zH%HojX-lL24SttiY}5yAZPbV3*BQTuP+Q$y>^TeNfABkqUoJ}WDdQkS+7F$OmodF=
zlSqF06@mX0@)p1YFX4KDk^J-vLb&mxM&08GE@*(i;^z-P;Vrr~%u4VOn!h&@
z7QZ0DbB+1~_^rV&3O|A0Px!ropWAtKCdPY!d+}R^--q}eVmu2Qhv9!7zn}3dXFT~E
zGWZ8BRDZ|*-?s{X4itgT_`Uciu4I7^1Koaa)HhwklnU&F-!~U-{5uaDru?BMdhOvK
z4;!M1+|(l+TZQ%?NQolg2gT($!9u?r{POY3#A%i{aoUA`$M7r1?|mHCNT03i8z0p5
zW%#YZuW-4pJ61IRy9=`EEZ+ir3ct7c=NQ){(r#9Ih;bG0qqlTD@oindg5Roxy8d&q
zuFpD(bC389#&6Qcy8b1w3O|uOMNJeQQ`Ng7x;q!mS@_ueB%w6Ps
zbk@TQ7tfsUoVy@tR;s}qymzX)-eyw{Uc6V`;obUynaMLBn49v1bK&AykItUI@Nv<)
zK#dW}`D)AH#j_shwJ3Sk12bkny71u{b5mwLI%C1CMJcnAA|G8ON?ub(h>(ZWuy&6v
zn3W1G@J`a1nX>Rv=c1IEDYNj|J++hjqDLR-_3+HO3&hHKYM*P?JBl3-sqbI265yFU
z>(PfFL#(+A7vOJg&sR$h_Iy}Px3`U%+q>V~e$jIm&3$s#V=<5Q?)Mn^#NmbNPk6_S
zoXAa9BigLNX}AseZNu+X{9=AP_(QTf{3iFleICQVe$fXba#Xu|Fmk8br>nYRp01b7
z6|;}2oosW(@?&Zrd*(dx?lGK`%$|4fhhu76hfBd6DfZ@PO
zoX{(#F#h63B`^!<*j20h;%s6bFf9=Jd9`{rFacNqEC!YUqhG4kbAzA(|`%DA|n2XSr#xA;XGg#$$|O6xIIXK
z^neAyumkiDfgUgl=>J-+J|36=^y~yXz@D%dx3^X=o{pD;9IwOE8990b83{$s_n{_$
z8Tlw_7z`e$)s-&LD?kF>5D{1jOn3_!?G8O))huKj=-w0Zw`+ALuoxHvj6R4OnT?Db
zs@2QqA_KsLc?iFQ0=Nbsr|={X#CtRE*6Mjc$9uJU#vmjB^qh|bKC0EvBOHFDR*xTo
z3;~ZVfZ=1c`U-@jKSjoX3BXcd9x!SlGIG3DuK|XiKmlSA4;ViJ_CJSRd~~n?=!%0U
z`pa5<&Rxhc@DMPgq*h;j532a9TD=fh`ZcO-5_0@atzP{U@LN=AL8TiW)d(f
zt4@zb=dR3h)#(ZFWNfU{bAegF0-(RB(>>AK3xLtUjO;o+6<7?+2bKa$fYrb%p#O_?
zdJINIDKH6`w53kpO$lwq+zRyHj`MZkqk#p$1YkL^zy*&xhD&KK5&~8O6M$Je>hz1i
zf}O~SF^uq%0O6~3dNR&mAI2&|d=U}=
z`hScJ0}Fuu9g)GKb$To??h~vkz?5Tk`d(nhr*(Q6FyT1P%yz{1&w^)82on0TPR|A=
zeO0Fy0sX(O(<_1D_=raY#%)3=UUdRye2W?Y7N4xsOMwO7q2`>(2rzj%?3AHKXP_Xz
zz%KZdUy(2{>9;z48u$WW8Nvw{>U2kE7ZiR+4l(`<{zL?fd&ghs3&4a+Pz07!gi@pMRTpemI9K2qqPX<=n@EHqWG`=!Z
z0J#HSrYUrRC}>fy_rwH~qSot^fzcWifu+EFV1|3WUJi`&sMp=`wFgJbdOaFg3`_*3
zw5r!v1EX>DICv&9>RqoV10DE+&mrQ0#R%u&gFycGgU3gc<^ZGH)$6W8cnbQ~>%I?w
zxTRh%MT7#N6Ej>!KO{hWOuc>#m;$T;CJcZ9nh6KujC&H~INn@C;UV>U0^S498d|UC
zfKQ37*B!H94;T$h8dk4oL!JlBK{zF@-lgvakua)W_rz412TTB#0_PBpM#8{qU^y^h
z3~HbUsuGw0bc}@_FdUc$j00u@lYn`^4B#PP9`FRP7+68!+v@f3n~<^Fa87m*JjEd5
zfz`kypkrLUo(fFD!EEPj$Z-xj9T~KV6qrPF{PcP~7nn2y$6cY9kcbQ;
zoC2%@W&s^HBVk|=&~ZO%?m_6&Iq5Wb@)o15fz?mc>(fZ_N%R3=LK=8r7O)cXtaOxw
zc)ZC_19U7!0U{9w&H=_PgFRpdFb9~m98C&ztiY#@fC)hVUPyQ~3IKFv;7D;2JdQ*4
zdKR#t5S;~>aTo~z{g0rkqEG|H=nFvqkI|NMpa)C>`X5D`0;7S4fO)_bq<0))U@7n-
zg+D_R_eKW4uGiy$4jlGP>5cJU4No2s_|9fIu(TXG>;r>8*6Xo^I1!uzECuEO9hLQZ
z8L;v<80-uFA`Ala{zS=vNq^Prdx6!!GU6|z>Z1{^uGeFL1y|6tz=Rq!Sv1DKqZVxn
zBBLH924?B?dc-Y=px`($(BIaeCsP=h3rtcQ^b%lnOPm($hc@=aX<}fwH}rs&z+7O4
z4-V@B3)(=hKhVEHj{*AQE7wWD@L(MHbdewervic1IA+{H3jJ^-F$OsV#sTB{BLXl9
zm;ua-MFxQW!yEKUU^K7>m;m$~fEodwM^jXeK!S6D_u-f$Fd-3#Jm;anIB}c?3{Ps%
zUEzoj2Tu$z512v*aBTSmFnn%S`AJ~Lss_Cpn6w_}B;y{2!iEMt8xd20dx2TN
zB48e{6j%WC9}M{msA`~p77{?bxJ@|7iEsiio#enQU7P&EsX5HK2oV&EWzvvQFDFnT942=w2DFy!IDYG4Ae0esR+XtJS*
z4~zp=1E(!SO}-3$gdMvPAK@%u4#IJ-q6rZWckRL1XAnui3Sb5>I2Jhu#sR}$!vS7k
z9I$6HGV(@)z5?L{;BH`6J~|!o`w<3aya~gkf1p9H0ww{=!H2(tW9q|Da$x*$WawSQ
z1G>WD$%H2kcnFvTECc2NYk;MNIO#hA^24ZdVBUvF2dkD>$kyFAqmn;t@{z
z4M&tH;R`4b!f|yt_ya8P#4QWb_riS=$89hGPfwtKK%<@j%xaHkpup%3xaR>Z0GIfIB(2BcXe6`x*uuGjOH>;bPzkgi{i6xPrnnkq|KYei%-L
z!C82)i*UhggeSo8gGdM%{Sa>SL!P$)&&LstTZsGS!0==o1OOI1iu)uN;c?)ZcJLjD
zfN(Cb5;%t<;(6IIgyZl~B^%-JXL0Wvn6eDFp1@ZFgW{pLyitz@#^D}$4de;9K|dd1
z|5eDq6OgaL{c~W!THH|rCapt_0<&D1jd~Uo6L8Nm{7Ga4_b(>{^MHlmD{+G@3*l1vl%bCR9p57!
zFazkHfOtRPBoHtKm<04MN7VyMfhUOnu~GNDht_|1qVGYKoWgM=VDxDyP|krD5l+F)
zw&00C++>Rb<^hv{rN9heG;Y}C0~3Bl9|EQT8-Pi;88?3t@B-RC4ORUI3J6TVZLwlt
zG47oePQv)Fgr^*e34fvOC;}lVTt+W{8VS@OgOky=z-b5<^wRZAU{W7lPXHf&tFGsh
z99RLq6zKU3GBQ}#2LTI);8qu~dZ?~v5RTCGGU%to>3WR|o&tFMryxP#At+>xgaRp!
z*Yzmy{M|RT1^fPLE6(4R@R-}t(&Zwi>=fYo}UZ<d>l~@$mr@1xEFCD9Xjv
zl!1_zR97(wmp&`*KdW|Cli;7TRIELVjAp@~x%LvTXRR_FjYc5*c`?0`YDW4|!cdPi_?@e3^?9;H*$Ac}*hdEG54&e0
zI9mow5WHvvKm1AcQ!gTz`@A^(3p$4H&#J@26ZM$F8r_A2*`?{4-2ff!e!TG(z0PQ&W@@q)LCX
zgc@(TeS{ap3N?5HWC<_S=>g)5r{-tWZuc=J2l+Mq@t&GH>Ekzt<+^y}oEj)He^EU>
zvcT;|!}b$K$?_5O+(;#Bua=O1lQ{JYO3(nmGn=Zvt#F=G@uz`clsW`v<$u$HHypnh
z$Q;>X)H!sjMEJ{J#8t{$r?4sJp{LdEr;VK;I{J@OC)1-L6ULpI{6b7~v)Jh;lO
z)NXCPf}rE>fsTR7cuclPID#=qpBpF^!PN-j4~UKM6+!>CxN~ZBSF+@e
z&`3k5<|8<0tvGxhz4rwC&aL8y^J<7%1^@W9q7l4@XG_>a2IGvHYcmHqALgn08ij?Z
zV4E2AD-{<06WhdsU(wE)@b}y)w*9Jxcoe{&jqG^H6iW~c&J(A8h2@LzJ9pRV>&2Ot
zT3eqbR3{NAu74{;*)2kUL*>W9U$|RL_)Q(Crj!3wv6lF~@E7e7@50}`4F0^=>h#YM
zSDD6r#s0cc#Z-MYkSE|i+(20){+<}JsLg&d7=_?`1m$4pIv&9y1P79_CLNF3Y7S)K
zFyw`g!=j%DWIMPrWZP#$?AR|}zJTf|fqd#?Y$D=O-9)BZQM)~AJ(W{#Mh_QJ}sw#F9m=8ZSl-Sb*dWe
zjj7=v{vd!Fsm_5v>8NP)yE;VO3xCluG4Xd)RT=!HpNeP6@9;s{kBc{cR~M`4@L&8)
z^!Nk%#qh_h5(~)hj-?`HwRrOn=tsj}vs#?`L+#O$R+l*l$9*pD`csW`Q8*XjXHS#q>-zJ%~f`$|w!oV0@b5Vcs9+9TevsztnB5-7dU?Q0-U<
zhIz-^XEzB9f~s$8G!}Z(S9V1N{;BqE83i()$gjm=WJ=9|fA=?{UzIwrWh`XJ5H2pI
z@DSCrjiN-I6i-&EqtwapNB>V8twJF);Gg`XxKyR~Q48UZJuQ0t1%1U2gMCSmEsHdyBvZ)4!2Ed3@W2(flcssKO$GjQphIb
zhT~&$mF$06?c(7KzzhMdgx2$}V%24}oyQz-mADc4i_{CORy%w3gt-FnG&=eV+uxY*
zzNuDQcdP_A8JwM33l4iEr3PGdK)v2l-29j76!-kC_A)9wp)Go6fH?fOI;4Fz{KY}_
zdOwOZ&)b)J?_O|49Ymj6b>duVJkLN>c*lBu0_n(}fZYJ~geS}@8|CecGyMuWjuMMF
zp2!d7SBdj>5=S@b$G}b)anog5bHF8mtLAc_#wwX!tp?pj5spFV2&vZrigK5?FU>sV
z2>61d0$!h)G&2LpoUCYfOf7LCV(mZbC|3gfD-f^g#%d0@EDM(gF4w|kg4=81^1vOk
zaEHJZTeuV8N`K|z2E^e<;hfWP|hv}hHy^b~8n9N3C2S#Nd1U?x&t*A7~
z5f=|`KDh40aiu1KTLBJR7sHLm|Eb_II*BK*sJD3>gFmS^ZpDf_Yf!g8T~R|GME_IV
zQ4z(@*Xl_WE6zKSHh{!C!3VFzvmnVQ+aH%aJpsu8-&Eho6ZmPc4=`K|{!c<+PVaiL
zu7!4smW#k@1U_q_^&Ukr%0VRK_Bnc|;fSjOmj(_)`x@uyfRcg3yl1#r{2v4^qpxUL
zqYi9ELyMkvW{$5HK2EKph^1wyHfZMO{&-D^YEk`oCoJG*4L?FBC#HOO?m_rGeyj+
zSNpY(hu`x))T+_^SgN6)1TN?S@ov4^!y^m+Ik+$V2EIduEnSNS)kiG`cYd{K-+(z5
zkBO9wwPHd8rls%@@EgRF4Qf9%5&mge;_U{ke=Fek#|Eka+kr#yC%h=Uud0zjtfWM#L*;;u$`_X!
zQG_!1!}p6w9qOK)F}M!a>u2SbF-=#4JmSEuc&A?f$k?^Mr6aX8P|iZiWmjVtzZc>B
z_cz)#ti160AKnptj8+~Ns7h0$XJ?Ywu
zd;Bj^CWVhp^H7hG6rYc`X+6{$_%n`*3FME!T$glQJY&;BHG1%s^I5&v9-;-bqy|kk
z2yqmO9=Y(3KT)qQFd8&y%)i?f(ky{=bqT&JBOdux4Qls<+qF&2AV_If+Y^rj2H3@r
zHd>%~#IAKxV~IQ|HrbJjWcc@fCyv7JkqiHzGTg_PnRlbigDNN!A#Pe94|;09_kZ>J
zWm%)iZd#BU11{x9vDOWhlm!3o)AhPdHs-f(T42i@aOrr&u+~!?uE);Z%c1$SJOQ!-
zANB0*Wo*R6V31k^$f~RL;)AnlJ1w}Y3@mbJowYaw+#Bn~7KheOOG2Owff<#Uu}U18
zL(5?1e-3S=s|0})8ot(Gqrzi3z^@Wqga>YG8jR#>z(s?@++sMI-aNZuZ36c+F-h3I
zO!lVDloAfUrbmO0Nx*Q_>tet;Zo;irVvH+aT>mM
zctB5zao*`R`%=u}SV!PyRCT%;RJW
zMVyY*!o|Jr+C6Gw4~(>t;%#>=WL^gRsn68vw;?HVR0-MO3hu!tDGWw(d%+cfYdTvO
zfja@tt%+VKxMSeBO^glHd2m_FCfL76%=6H?YO(P5oY)|?{H1p8O9{^hQ8F1f
zshb!~2X_J-W=X>lW`Qf4+#vq!qP0^C5I8nnv}~!hS4*4ttDE@!F?ygg4>}&v@TcN=
z4*mcFU4+rI$P*bjw_*gf`3UAFH3)ouGC*B{K;HA>R7>>u0*Z!(&rf{lsRgQ~Mo{!<
zg;cBIk4O@?wbDY>;G5C0W{XG39|!-O*HL}FRSerh1qMU!hD3|%D{vc!4fQBO)5
z{>k&iW=}0drH7jZ^YFD%WOW7nc@K+In-qk6BYUHjX{Y)>^_1^M_#
z8;qgYau6EVw-*Lc>cQDw+CZB}d=%y-JlSe;ncpp$In4V1=5(T5J}9@DQZ7!PRXZ9t
zhv<=K#^b`<2U#nV{z&rIz@PWHnBaq2boNFz@#yR!V`UGx({^nFB$M%wdOk1j(x6F{
zRD_G46kqsY?%NH2_0yt}{AKV*FBOr#@VocH;LZ@!eYMb*QSj$1Z_vND8xxp+vAp)j
z092+y6#qQFPeL{J6Q)vb7c(S`NRmwn4v##(>)}o4MgY
zIg}d6;?{`?t+mLOJ^P}otjDt;nVi_#TJ!Ok2D0h}Jj0XyU@I1b(;
z5B}XM-XNEgcYvSfqn3iJX(M|0A)W(EeoR|2)lZw~kqCcq`c>>Oj5NOTLmFA&veU(H
ze&}e0@H>}?HvUNCJp38YiXr~seQ_lbyp(i8j4Qtwg!6Eh%wLOC=fj`8hWtH@3mJOk
zTZr>{_sg{?Kx?g*fNEGHx&~;YJc9dUNUp^sv~BPJ>{PzO_YVB!
zTDT?<362Mu`-|8ah`LIJzxurRf+FsQKm2#mh=@0r!%wdg-%p(fSJ?7)+OVZ=_M=7_
zsWU1V{d*g)>TWa&0!4C==Bf1rm#JSBOM|q|Y61cgir5pR4OesEk5$B_AZ%XB;rF$P
zKJBo=``?PrW5cTgvR0S1Lutlxmeqs~p(8KA90pd64h>Bp%
zp=N=o8A=4YISGe}HXXI$9*&{tD|qbIq(7=L;0o|j*N(I|fLig^3%vQkf`Gn|4e)nO>*b`!UCp391{N;EI_mOcI
zPweZYd8zZkr7xu>4>e}tY=r$Y#2=lI;34?4GK9Ai30A-#ysS~I^VhnIL?^1pe>kdP
z8A;`h_(2F)EfX7{ttP?mzFfRZ{?+iOKPP^2q640QUs)kSJ8J_yJV&5`@lw^(;=>R;
zu6Uxe*2*Iq+#ztuG!wMF%beY*UnN4+0MTbs{qxS~BdftxJz0z0vT>`pp)>kJA-JeC
z(IyoA>LUEO^w#0p*sNLW=%;cHk(NJV94*rPsVsj`8n*@K%dhss&9vSeD!DGcH
zx9in>aB1s>8itJvJ&jM^&}giN#thaV3B6KI4G)KDKBMr6Uder`R!7glAI|21{4k1i
z6g3HIJmf`BH!lx|d_Lq=8^lLp$Y>V)hg{+}_%(W>ue`{K2f<%134M;dIbMSxuHhzx
zqaeo9eQYf8$7L(=1Y{IC^mefl5;XyS_aDTbaCFEF_$Rx>58)UE`S8#GNvK_rY8m|g
z7er(iSgL_P1^L%)uqwGZy|8_!JQ4NkmFmQvxbyez(e
zB{duV(#zrx@*je~__FZs3V)gON0PsW^#2wU;P(g`Lw>yBEB9;B2$mt(M%aF(?Hht=
z*uUN>W_H3gPf=IRvuhf-d{RN>T-zkwE|&;egmVnJxYSh}(&;%x>Cgcpe0`Umvl~wa
za+cNV>)>}>2p1jxQQL`Rphm3lm@7qy_qVFV$A7Yw%|W*SRgXyZNo8XMSzlW_shQ
zj`D&iK{wawt$~iw;KX-=y{QsevRFag6%h9wFnrLU9H;Fz+BvI7;JK8bJjf>75BuSyiV~
zXLs}!p*^)o?-Ssnv+DFajAX@ha6a@{Z49`X#C;PXw)E6)_K5?T1~Qz=v@1gFJB_<7
zbv;o7dm%}Akxh&fLvDuI^Wai(diVsH=pYtEXa20k@h-h)9C2YN9$u$5IvAm%IoxxD3K9euhsrdBPg@s
zt+4jrQLB%pxPDzNH-#U%?xyfG=p;aY5Y8zlQl>8>>|GG
zqYWM!K^8r+QHZbAPm%wrF2(>D?VV}EBa}>jU_vv9@${P>Qzha=^Pi;qU>DJ;uQs3!
z%{yrj6yRv{-I$mhw~ABIT34TZa1}Uxd+Kh*-ATMkj{BdNKqPM9_L4AQ~54q);z6-i!1%Kj{SXouuxB^)t@1|
zM`XHj-m$3B30$MG#*7>Ty)pmP%emzM=GOj5Y6Zv`M3xh-*xX-h@0|}W9g6rP@rvUC
z@lk&a<%{5w8te66F*qC}L}PzsDb^QyIBEJlWhu
z5TgzAX#iOaazBx;gbAMkm=0oFV^&0$>q^E~g^9ZdXajs!fUJS$C#2~XPJK9Bd@w-k
z=u-wsY7o8}iiyDSzcAT`#4UA8S{gf0f~1iBthW~`Z+Q=
zRID6`S$Z$HtgiSFFBPJjI6P2m?^6n{94BJ`CJR2{q7xp^i>m|Cm)!lZ?BH|0fz(`=
z!$gN$(S|V~gQ6PrwPf}}m>72}7Mo;{=^*iEoX{J>#8PP9nhVm|r$NWxJWw15!v5_d
zw=H$7b+hA+gYlr*xIKLWx>yE(0kALtSJlL|YLZv`7iKmU8jL-m7l)L-qB30x6+;JWU3?Nj`r;m173Jx>
zP#TQ^V#Q#Z+aU?YowN;P_O(!PaIn_hyBuT&$Wdg&CH@#p%O}QB`fwb)q(+z_LWgLf
z-m&1S?yZ%J;AnBz5Uq!ID!4h*YV}1FH%zPq=aWx*a~t$df#7hf$e0YiAENnqS3**r
zj!)H6@^^@ThM-=2p{3xw@L}rjy^PGZ6$6H%x#J*Ny{th$LOm^vi!pzw=IN6H$$Z?K
z*h2+u6)L;PR*JJ5lJlA9;g|v)^_=!sL$yHfN=OFnz%4zB(^vd6R15X-$Hp@lCwLE1
z3W1#V;8@rh1Ig}J@zGsWvg1}M>G+b@b#+e<*W&Pb+tE}E^`T$e4D@Hx$;e)M*Ynsi+zXPW3
zXk7PG=bd4ebp(|alJhZF^~K1iW1N(Pv}k>;tT9L+4La30A8TwqmWGOTBd{Mi1hVX&
ztGWxzqvKw#q!{;W5vhY-giZlIKo^B&50%t70=abJ!XbGPzE(+{22BoQor32g+9;g!
zz>J7!)1Xp-PrkX6iY6AsVNa9|ZVb-MuB7Bn%eD=1^SCa#6BO@9oaZH-4?2s}aTpH@
zYNP5LK3qpNwY{@=XtdVZk1`hxK~Ef#ji1rcms68L-8>qil=v?zKu1&i2{S{WE82B%+8%-kozP^
zE_TQHPHLWSI?1VF%@|a8HY72(HtL^HKRF;JA%k09-?-4px(8oWqAvVGCvkd=)}_DF
z86)liy!fqvT!`$LoBD^Y#WiNi2osO0C{VI=GM+
zi_V$}PQkI^P-?wE8Be@37FniuMjIZ%tL>Ds4;S-ylGH%5;!%9QjqLmxVx$$)_20Cp
z_w)?Kte=8!R8bRu86t+>hQ(|e$Siz*>wYTXkr1))Hgw-ikQGnjFl&EF8uRHpw^0rt
z34Rk_Y$F?eopPeTc$?PK+dmAYc^}_rpuD+>uH(=TW5E@H!=GQmMNB7g_c*QdBzkNY
z^#R^QC-PjA>KnV%xGZzRKo)ey7u{Hgs_qbU=HRUHUv7pSqsT+X{QGDR<5IZ@9mi38
z(F}gapH0#lxzsHj9K9@80Qub-zV^@bti)>dzs^Or?_lWXuz*+g+Lc!#yuNwS=0Zg#o<2)68IFJkit1iX6CuB;mCei~_Cy~F(+$Yt^Gp{j}|dHwJf
zlAZJms_4KJugeJh?_T$l&^vqY$5`5S-|zJ?+ZU*p(hWARmyqb04Yp%gi(lPl^SX!}@7iH={}35_
zZHH|csxm*%=JhS|bntbX*IHz%_;uS?m>M=7w0Tt?aM_ie2W=mq`p*>FyjCEo-JjZ8
zHXtV_kK4TdKy7R~Ve=|NjeqpH&Ff|0_utsOs!(T}zOx0q3ViK5TOm?8_k(SVjp{qQ
zT=K7%+df9CT&l1I{0+6|&e(oHmd~7(!GF%$4kOV5*RL|X?++R4>pyKqQ=ITrB*zQL)U9owRbX$$h
z^B`C1eOSYK~zLG8S?!PfdYSoyfY<}y;ty=r@clG)a13m}CHjkeZ*?6xbb)9tI=
zNKn4i9-xD0%&;4ZE0^16euD7H74}cwUX&9Jm>s*SK|AgJM5PBDZ>AjK1cZZ
zE%uI;7?odcv3FaAPFTOi?)l!^c4dE#y+tYd&6mJ42xo7#w+--JG0b)OJCGewdcAvk{eNS$)x3~zb*k<=S2Yhb3-T!|`@ZIfp&r*ax
z+inkA2mQ<2?LH?+o@@8a2fhj1ijG>5YY*6r@W~zaj(O<+mv`8`D8n0f+5;L9@0*==
zuWT0-pWS5-I1S9%W%oP*#n*S)0}lgF?y`HW1fJhz_bEWH$jGyID@8ZT&$D}e3H%h{
zw}2~OvImqyp7)a7YdOM)U$S?*h}q@0m+ZqR!OEBI{yWhJuD*;CV<>EX#omeZ-+RUG
z<2nN31Uy^Ndw&F8M!(#)+a7Qj;fy_YuT6XGwhw`)fqP%GdmVnwZaWGr1J(hz?zP*F
z?X|Z&^t#1x!1BV@_V$#M
ze+uoJuqkn2WjOfV-P#xS*1FAC`55EkW4rs8n0M_?v2&s}rgv{!Po*3aL%A(-g+uwm
z?ta-#IcXn>@#EI&4>#pyw|GVQ$F0>;hi!=icVk@2!M>BUqc+iTiZ)HOo{Bs2?%u8X
zD(xc0;wjqD0Nv(4rEQT-S$Go;DA~f{J8Z*~rYTyOxNoYKW#r-%rsq?d`*}_IMQeNT
zkEvRZwj%vIcVAag9OgZ^#MK7i^u5IS<1kgj&6YuhZl>J~fATs>xHE5JypOa~L6_HX
zCU0W?Oet?UUfRV}PtK(b$NypYSp>?x;AppM_*8JQ&F~fALYv{=12@9tsk3lZD24D3GzCrgFK)me1>al(-+;%S=|2T4
z14o92D^+hrS?d{cv@*nl7HT&?_7aMVOi+zab4aXWjf
z?ykh!rMYy*Al5QFP%iVz1gYn|Lt^|unHkeCE^HMn%F2A^sSlA0fjaiZ%1Y)<`>zPzvDVcU
znK^WQJ>llltT^FB{I^ZosE7
zznl{``{r`kpgDOLcuHTv7%`kxk%UybJ!}92$#99>MA$nU4u7B5K<=!{p>!FRJqZ_u
z9N(M@k8rrFTu!l^_{#|9Z15{9NEQbEF9!c)eX}X8`YmFmC9^ZPK+dRHov|({=pqYZ
z^w@re;CdblzfluK)CO?WJmj#H8-6Q44LoJ$JnPf6Mb0)##vdSqifA`h5;K_Cj5?(r
zEXImGPim2F@mFjwEV1Lf941k>Dh@=YX&$!K;PGM@_|}=LW$b_0Snvz$?SUfkDb0Ou
zVwG&%?zhQw%o^Cr;Y3dN5!473JdPLedzr^3)EJdlSs!=(4d=}pi0K@@^@SyFfr2t-
zZ<1qI$rafLtosd`?dj^<%F`3&=J-13(gZN^c3F%EIayq=D^!y^_G>s61LjdU7{0r`|kNE|tp4zYjhdytPA|0!NFKl|KXSzugeiBrWTm@q3>W
zHrI%+IeZ6X2!9@U-Ar^`C-%*BkIweM(Yr;FQQ@W)Y
z{uS_jX%AtIup0te&6?wBQ)=a3$7t-*4DZ0ibbB-W64<9LfV6}9H{1S22xx+^Ch!7y
znjftE0q|kX@Na>qJ%d&MJ@DPZhutCPk9hcv&hRo2GG);n!oC#y23&6$`-Y0Autrtd
zh3^48`^|qub+;#`%9X>A?6Zsd#ac&KVkIUTxLn4}pJn(jPAAfkD#~CWEf-dP;0<_c
zgy!^TgQrV6w&S8V0Svbg|98XBnm{r*nh32tEzwl5&GBQJ;TM6U9&o)rTJRZ=%_UF(
zzUzM?;Du>$%_Y1N{McsnSApwv1HKoH;OldwC|ki%r?>LYf}_2wmCpdzr5T{rk19E?J*xctt#PbYpR?RdRrcTl%hepH?z*8Gq
z`49{i+Adi6Fz}S9l@AAhU6aW2E6Q^aP_C>IN->e%+zfvl8zJJKyi>L6
z?`sjn&gZpAm%6|Mq
z$X5P!@HBl{`8x14`iVDYoS6uaqxTyrr`8B=C>ibFth@*Kfz9v}!J7#{teE!afT!I|
zlffWoJk*5YoTHHgxF!ll*p$bz+|-Lr!^RA*g0Gf~7=2mK##cl{bt6wLVV|D
z^bayWW`pcQv@nyK$l=>%P`RH@a1BSm?FFf5PLO%5Xjat(=ybx*%8vm@7aN`&KM{U%
zw5y|`JO2gIW33ix&z~%M@4#CWpFgR2+EZJIEos-M|POptrC5=OSJZr
z(L6m{dD^n{N0RxQWDRwtTp@jh9_Z6{;W`1rbXJMRs+E5nJoRoXe-;VTR`Mh#U~WMs
zL!WBJ${zsdqRGZ4WRA?0@*!}v@U&%~Zpe|Fz+s9*?rRQHrzGbAh@ql0i_lkh3b5qC}LDD{LUt(2|$RWCR=JHE8hpbnyyg3VSSknI#(%5M749h04pwdS}CpkRq$P#
z;aj4lH0-VVbSAzzJ{^2_>fF`{OCX?*Y2`P8r|I6xue|}Ea|1iYP4p@KYgPV!6G2n{
zO*V9atIoXgux6wTqn)ZgV5{s?W|M9MN2AWle^2dCou(N9bq-|`8=~qa7m7}EGw^BV
z&5V!@a>>8S`NnC4{(bPD$$Zg9DQ7Vb?TVFIn)lfBmnEOcIC`5b0F6L$Q#mYIMM<=T
zf8&a=$!+zcEH)>L=QwOGZyPyGbwchF4%04$T&!i6+H$*0*o^-bCx?z`ILkBeo=Q88
zK+7Sy8!h-zjVcoidRY;PjQNa3j5n&_Dl=Y#jGum0VlFQLi#S8(=)XY;
zT-P4&f6PUsEiXB1gw<@&oM%7aF!c^{7dcELo}8tMl+L-bN~5J%q36g^ia51NYvU1P
zRM1I*L3PmVT1)REUQKY~cOuQ@zO294V$G}x^??G9T=xW=ysPtEn2j9^^1kp5BpXp3m&b67u$FEi)xYX1adEc5XO
zVzOVwf^CfXjPEmk##q64k?{(n=Vn=Rof)GThcMpB_&DP}#$$xE*qmnK0%J8}BImS`
z!vR}lLXnJv7{@Zk@Emy`hf^7o+0Jqf=P>RE8jD>a6JIl)X8es&c}*rf1DPc^gTrz{
z!|`_xn{A)VVRMvy%3)ga$))a*_U@I7H!cG}I`OMwMQT@a-g~8@xf7e?FW%jvP3%)(
zle{^17R}TQeRD@-ghUaK5+ZypvjushOHdfLy61K$NGE9A&T*R%S%~oxJ
zZ6MufpKM>H8F%8VwracmayezGi0eX|df>0o6Kz8?rLp+las`U-ClQ@dI+kAxPLkuE
z!|5;lH9Epx5_fQ3t~SwTFB>a9+Mz9WndLNN5xUVeiLWgG^?Yk({2R^jZIt+;=6F9P
zCeo~ee=WIT`;jZ_)94)6ByQNqm=%4EgvSl{cAMt|QSr?s5Tukf%ePaGt!k>z{mBgz
zM%kLC0-3xU-6FNrD@ojNC76tFD(uomwM$+tbjGd={5WEoA`O
z%Mh=T#23t`GoQFt5;VP%JI1_uta6>Cl>npl|69S`z>|GGrs-1N^8QslKNx05F8u)870w-WDAYr(OB109-
zk77eE@N~J8c%31!spk)~84PWGDBW%;+!755(kwli_FyjzBlV$k9ioDMCr5
zBuu`J`AoJ+PPg7OdZnTaxoHJs5Ns1njo?rSu*GSR33McKf7=5DDN&-3=D9%z4~>OPSI
zdRL#^_?D8d;^Q{Pr=!51VBVLGW57Mc3CCf6COf&gl6ac=LguTABthR2AUD)g>c_jb
zO9Abo$Q@)s#S|HSO@d;>7K;+VpWZT<66R-{JRQG)Gizus^Rde%zlZh71lcKBDtQ+@
zfg(4O1(``QoF+j@W4=g8#ow6!2t2jr3T`qsqnu^^bh>Q=_b>}a_{fBdE=l5h2`*(D
z3#$H<%tvzADs{}qzbW~bB`7!ha@8G@ggJja!o2T0k~eGaE#@nFNW%@XYbf*vxm|Ig
zw-?9=MMi!Vh2A1Js`@9%)4_6byO=NH1PUaroMYbkw^XcVp8oWtVTbMSXFeCa4NI6W
zZAxf?K}HPs7e`2cR~n*MlnjR}Su*70reRR}F`ry06@TQK8;e~h=|^3X1ik)G?q%ll
zX@Y@k#LrmZzGH#!z0wffOefdKyz?GeXPud!fJd2>KswJ%iOfI8yzeqeoRwyjUrc_M
zB+LSY1R{MhRKbmF8k&UrFh+@&$OuE&&<^GkmtN0bU_O1Z?MucS)iT^UpA!ezzoMbNb4M
zEQp#Y1&?urYUWGskp$aQA~8`>!X=|*RS#tS2brh8;z6#T1ZAJ8KV1@EabI!K4#F_R
zB^b>ShA>~nIW-rRhnUah1k6Qf8}m_IbLh*4JIQ>$DpNF@xJR&&F3Qg{)GZw0IVn(L
zd9J>Lc{f~-QAU*nH-j-Vbdve_iIRVw^~11*CjES#SInB&%zSP&)g02Fz!7R7pmn{_
zvdXpUBn@T8$f|D5RkwusDlPzh9f#Z}%%@+F`Yk0W_c__lc}ZL#J4j!-Yzlb5-^LN>
z9bPIyIuDyu&?WaSc*^LpXt`Qah}`GkX-XbrSw-81;vp=yu2E9$-_;eoiv%$iL1>sX
zG}$t@(;K#wA>Z3&RUhSyzQ_9UmV`aRrGCW(sZSTOS
zM^Lz8vCA+VeOa9~j%BPFqg?ffZrr=AC1tomCQ)D(3UYN`k&VL+)mbb)(}L8&OO$yopkF8IypYGUygf
zYV!YYbA*a<(hz-YjNI?6KgXg^cjAqn!7n{w&NJNI%$qMs1rke>TrLaDx1^>S>eyp2
zZ@x7Z%n48LBNK?_x2Vh(-O0T9b`|zOhWm#3syk(P9`hahB7LJzvY~dIKsp4(7hRHF
z%p5}-n9sdSTA0m-zGGgwQyMU)Z^(QR(WvT4l22g$NhW`{jmnRAw7KoqvLK2z@8b*|
zXFhp~R5Yp%@%*teQUWDYrDA|#4If2dzRJSC#eC*HQn8;=|M1%}9grbkPSLE1Sq8Puri*-~?c5e@g&vG5S@
zd{FZK%+F+={uUZJvk7)GA3I6%Qza
zJ6S54dykza&l!D{?bxyHq5@PgAICK@g!x!G?Ek&R`y2~=`Ld`dSJD5N&wNZ;Fn8KL
zQ4~rbK1K4qIf1#%$1apa8(xvNGoMIbF@jrf{Ezc$$W4_36x49sp`|0;dJFf9;Xe9*Ht5+BElp7`I_L&@k{&*_!&Ydy=bHWK3
zLkfOMjiqFLz>|J5>zj5yVSPvc>uchFhCXg`RB(iFnU3=4SebyYCBky%ofdvGcuKfr
zfGoi27P18NH&=c1uRx3hjN^Uk*=zZX2EuM8f~C1Ak^9AOD~s_H?O1U9mMJm1I)XZ;qp
zOZ`NPemmwfE&R>58|nKgc^1JiM4%GKe=Kv_ovW^x4V|~>mznytQh&Oa%+b9Qq@CP<
zB)^t3`Vx35m@~$8eW!SbBcz{|5gy|R9gW`Sr$i07UcWcpyUefBBVO9^t&v0->kIHy;tGo$*J~_r47|Q%
zA29E<@ZT^$$iklkPX$o83FIt-?KU=@#G9{1hH-|rOWvh8mrI7{8|71uV7@yU$PtEP
z(@BQRcPn{u#9u^`eAE?L;`Xes-7Wce3qOJRWP?Zjn-Mm$Akz||ocVkUABIgTWvIl$
z&ttyI!tV!9O_12M=BWKY<_NxAb=|oHZLv$G1S&4e8HK)>MeZ)<&9_SBw1clBFrUj;
zhIHPN+!^Mp9+crD5|p9XLmK;kUw5fFi!E(|fD%rpL(y>Q#{am3ZtNBD)TC(%Alt)y
zmW4kIp6nFyqk=YU#~p1)d}f@R?Ek(jxQhkJfifrbDO7SRjK=m;c3Tq2VSV$syV;bN
znKxfu<+V$>2RkRDV0=72l&?ROcZ@9+HV&2qKIaJLyTt)AKZ@T}X{drr=EHm(^YOm2
z=IHae1>@L~(MIOuZoPgO
zw=vdvKV`Co?+TvmyQ(-xya*~&Sdh!l1O{6SZXUzmpY;rTf>6gWdBkl9xzFqn+MB{J`PPKNJv
zNZieQ3F~_qcF_NRXF)}@G&G+Rh)I+Qm{04CwFkDIVm_Cj;=6MKA2OdmP}*tFQ=m3e
z+9`>Z{3Bgp1a2hp^pG>2J~#~b1{+#pMwl=8mCP41uRJ9A4{b&?rJngjzN*~A{DS*s
z!piS*{-Ce_k$aB$MBMU1`SIx@`VVfiDM*nCw3W2-qiKkFbOpopet^JFSz&4Wk<9P5
z@KeAW!;kGeWbXfuvY_a~^*JqLLj@K?7nv`%@JfE=sZjEiOk=`qbiYk=PIesS7J&I^YPD0zLM?y$UHt3Z7?ihtnJ#(W!YOYtpPniCO`JfD$#aHu?koKt*q>!)f
z*Ia4Hxn43oIpHxTzeV!q!_PI$=hGQ?xaW=kap#%&*j&lyu^m5LK2sA{?T|d*4pi
q`bp?egSwI
zf1h!cM$DInD)8wxa+A0O>CBhl%WUMlxsBZ)mimeGnxq1Z;b!e3#6e~Hq?#{O=CXsV`<37o%9{%l@BFcRsA9D@I5C*XWslkOOP~=ze^?)
zPOp;s?Tz|}FpCBFnu($MG)Jgq-uaj0y}7C*7I6uN%Fc6+^(TR+DY?WlGd{%niJheW
z3D$SL%z}z;Qt-V@M>)fMdKbx0V!mUFOgPH;@u3IKq94Ny|^Ew3O@-=F10Zq;SnG18)pVZ)xW>mVD3p
z4Tip1{}BGp0{_9+8?rr4G5wTq3m*WU5-`7>NAE3=OJ+WkZ&q`QD#uN}jZ`#tY?OY_
zRB0%g1sx1C*ffHtga=s?&Sw1*^loySB`BAeH{Uu9<-RiU32uU6GU4s4zZtx-|9ARJ
z!5v%z!--$r<}0pcL8s-Jts_m^?+Owcq+h#bzA`KzYMp*6!6QLh;6tc
z(@-Co@F$X1{sd16S6dQxOOt#7ofm830+}zj@He?w5HU
z@)Ks0U%*5>B8!k#Mz~K&B-DuV-b3l3732(8dXE=5sM2
z8I?Yq1+TK83IcLMf^w1hSUz9!E%OVOk_Wf%ED1jgo|-Jvn85HdicLl+WImannRn*&
z6&(WAc(X|=IwdG0GibbaP$Kw2f-mzc!BYYie6Zzp=D%Qlr{%%J-{2{u7cCj}SZ0*p
zPjMf1eW&ZVOhyQ@@V%MuY2inLH%iPWx63#~D_B3qqMyV3c$YHKbO5cBiFQ^^u7cG6kjd>1#yE+ZUc-h3m~wSf(dcupEhwHTTNo=PU)ZB@);0?KEs
zpJCBI&HCmmuP>X1W;+Z=hVt2o{(hnWaBQLT-!6^KP||q?IeoS254`FOJ}U)$uSi+2Rwkers~x_3#3>&EPbDk1lsWZmXA1;7PX8lCw
zbC*lr%upWl@tjd(uZuXY{x3*F>73L4Y-kI3s_HUJRqtc{idVL%g9X683&!tQot}!K{7X-#I+aV(qvUCx6S_@*hX`+}fVg0C`QlI|B
z5ILVs^uM1n$6`MWJlU^$i4;-)M^sW&lm#sCHFh+La#+&JG3H~RlqEaLyiJhDPsy|-
z5CEPM$b4PqgbzR{4=}InlRUn!F2~=SEQqB~xxtw?iQKZKq1-2A!dna}PN;#Wgm+sK
zzL)j$_e(qU=aI;rWj>x>WQIG)1^z#MT?u>?Mb_``B+LthFd^J$FyVH?^z<>)AR!##
zj1UArbroT*KsZ8xhzN@rT~H8NVFe3N*?@=$3K3iz7SVvLf@fS&@Iv(S`+Y8-B8m!f
zxcjQ>b$|}v*6&BE=Ko&3_v%%>SKZA_^<8UGKeyCRPaybvka*dP1ZN8P51g^M52b%b
zoGX6Yqd0w?;7`)(bfOeF?xWY8ATp}e{1
z5GCCIvcQLtqc#zqyhq^f711|@*R2)!zDyyf&tHW6s+wB`fxj_|m*Vc6Cuwc{T<@s`#%>%cxa-Z^aoBr1%Xxqpl|$2
zhX~JEEIe_FT$;H>@aOasIDan~FAE4iAqjjK$v;eZAw~g?A6F;;gQe-S{4d_s4)O6u
zed&TYH)us4A>lKkB#FOA(bfE`2p{6Xw~(A1pD^g6$ba}yh&oL2bT~;J0{KGmtEAY%
zOC2X45RM7XDN6`X(v-QL`LNN6QHL!qp{2mxXE>d)CpWY%`)d3i
zM`E^A;qlyZ;xDv>;(w5#Z#r|0x9i03%s;0cM*>%n(^qsjPaW=at|0L4c<9x0yc%)N
zKj}5Wf48tpdY5o%ufSbbH-AC!7oHF}J$S8>h7qBflKL{bGgwV{;0w{gO)N(UuURAT
zY>I;HokBq^DIQ4!Q1M2#J_zvZ{V*rJcb@XoEzkSP{`kb*8$G_U!)E_+}(r(`S%DxH+b+o#JQl_5IlUjK>OC9EUIyCtkdE$cLch|%i!V5``
zo6wdMUUy#bPjaN=F9ivg-W0!Bm2j7IO6^{95p}?iPD#aO%ni-?Um?i-@3aDEdE*xs
zJ%-*y{Iy>Re%ef>rG!hT1pbh_DBdQ*inD?cbyxL1p;-D=;O=Gh&4}|kuJ$M{BmU|X
z5s&;8iM%{VcnN(u6obMkRi{YMiylGBE1ZtMr19Xb2tVe*dm+v}l>D7g>}I-h;{Vpe
zf4|_bl1g$#hhDUZ_ELw7o(}Jkf{K9PcXNC1SB2tQ+CJxqfk~5V#Q-w+%c`#^3u^fX
z{3@4&*XKXHm_&lJ7$*n?{3Y1D9IoYmv!x*(L7x+Ts|Wu9aW1E}SjgdF#!K)0{BO22
z?@E5Ie*h64zLJ3WIKsDh@X3T9^56>yKjy(7L7W>@O&2DeWo`%_(0ss&f86gq9TG_3
zmgbGP+I9C3Ug*J>BhD36j1wc~FMi~uj_^YA=ner(&0pgUd}uX-uKx*_x*@@tg18XG
z-xJA88R3O<1df}eQ??OaJ5%8FU_<(m6jXW)ZFG>PW}e{RC-NWu#{dzMbgR{t6g)?`
ze}U*QMMRis*OFm9toUzFSn%Xg)_(sJPA}D2fEG*gYK(w|S?0Xt$Ilf=$AyB8G=j|cI2r%X#-rdm#5sS>3BkXI
zT(OAwbBeEa^%~+2Jiz6NH%ajN6yX(BbkbS}j$*m9jw~g7iGZa&h;xGqJqq3-{+yG-
zAo@1Gl>WZpFZS?vBs@vDGyj}bCBi08ha$xJhzm~%1wYWLW-d;@5nI58VEGbp{+Ox%i56E5$q6FP
zJ=ey=KNNB2`rkdnts`})bqIK8Lua%NBYfx)VW@k?o1gGE2zSqXYfAX24+Vc6$!SOU
zO2VBp;JE*zM9BO|beKek!nL5dS%Wwq!79%Po+Ezu@VLz+M?EU|w|MxA5a*u8Q|ug0
zZjdwo%ZN}y1dIo#yhM1C@aBYnk9ex|!@uZbeRZDrYnIhRPU9lsCp>twW2m27WJc~$o@P;P`-HteyQh~InU(S8SScm~rEM^3{Ni~^tY0W}#U-a&PRjVG}~
za~x>}9W^CpQj*Rio^{1pOKytp&sKitYb}ozRk^5=qIy(R+eP)ZQ>A_Tu_Wc-kyhC<
zu&nQWt|D6bAdaJ?l{su#S=u8_R3w%;tm8Nxw(52e~K_&*fYH=_ENsIu9HAJHM*a5Zq#B^pwKMr=A{wHp29$7oqW
zna_3eT_1Yg8#Uv
zesiic|8caOFP^mS^{syOt&;lI)cRJkzO}l(WxK78N3q47=r#7gU5>PK^{p0Pkn7X(
zu_de+Q{S3W-%4W38A93{L@o?{ZUO&Rx?h^M;Mjq?GG{5TSknxvJ4}lMRe0DjYJ~xNK7qa_YHvAY&&OYWp8ZpXJhu9ruY~nD>ubqglc5`XM}ZtRPJ!|4(O-N;?5k7=34*3TCzkoMFHg}Y
zvdzExIyWfvycE0@0XisAeJ&jf6@yE>UO60vx&ev#*RjUI0DWJE{2b
z6F*Gy2enYZjFd*gW~fxv0)pMXHx1^>tX&%PV@-;oEz@p<6ZVfjXe+bL>0mK+9dx)n
zzpPU~TpnZ6p*5SD4wLMZ#xP4}s|#=tpZ@IY%BE+4maomJj9V3v^0L^pvhvBQ8cj?t
zE1&29Xtjo>22|Aw#UsIBX*ABh?1p~m-xRvDo*B@TooNCl+tma#c25&9gzRR&`1)|_
zU_K$;+3Oi_H!E)nW7(>oePLE~&R3k8uZ6;FZ&R4SI%L99_G2b|z<$fcWr>Ts13Qw5
zUQqlH&58sYbmTf2H&D^RIF~t!c|Ljc92o5e$SQaV=C@
z#AXeIZ2Q?P*sriLmwajLU`yy~uWA9q0VC-14luWotg-RAFhbVt^|^3F9zOB+qm9V)
z=`&;6+(b+@|0@y8D;}RWK5uZ|K(57{otQCmZbH=}bLQZ(m{=Mqo1Ta}?u)9X8i-n|
z5s#>`7`voG5zFX?Yj<{6jEw7ZpfOv}4Vu|wyFnyP4%oYT!vddTS+=UdBeHDR`*qly
z!h>TT+c^~mu+3py{Z7m7hhcFz3_~;Y*v#1pt)gGDVcDOG*+bXC^!v+tYn3xw!R8&r^j6|m=)SzLX>Idx<
z*LxM~`v6;70L^cF=|*^Xy$goRIGUV3Fc
z06Uojn0rP*dsZ+2^5vj21F|kE!^r{7qM8}j!-ipn%~DGbvo52dg`%6RO(DFQqM@yP
z*5nZDyamRw;(?IYKitr4;~GOTg4f{F*vf1e$W9Fe9djwRJF}C6Fx3H}
zvF0_znmQ{(IKhHaSs=t4)taVwM#TN3}@6
z(Br0~(fZGQ*>`V1Mpn!+HB-|f;Zh@E8fv(RC5tej{#FDZW?H3TD-a5qiBM3-iT`pa
ztY(XgKxKPJLT;C^%7^tIk_fAQ6}tF?rLod@ED=(pn9>qvko7nS1#JF4=;pTqxD{xz
zK*-V)x}j-o!!WpmukhQMQVbpJsl(w$87F?$NL;wN-7#q@LvUy7+#SN~jzO3yS`EhZ
zGkz&sirpkP3|2B!01$rjtheWM}C^I;!<*bK*_@t}%3YdE4M45pSr
zwh{VBILC1zz
zT`s!5&jQF|D&{WJ{XJ$ZiIlywJ!9WEsCDiFSdGn^h
zU6^E?cI`AsXBpGsx)d!C;LxW7aO-VgiFS?oz#Z}$d^#I719qb{!){a#Z^(+Ov01|~
zHGMx5wT4*oCw#yCf(odRm0*y`voXPFqB2>_*-(Hi56{NYR?LPia@cM=2j<9%7O?+R
z35(?(TEmIaG_#=@Z0rHZPSG$ej-3lPx6-d+sjjn^=fb;+p|a}v{7U9-Sg#m5D}Na`
ziPz^ru3{M6@@)IJd63}IP}>so%>4Oq7(F}?cTPFXe#nIz>{Sckl&pjT_M(Mwr{c4C
zbcU?Q?uT4EBMHx^DmXisLUZ^|n`WO_1h>gb*jcw4D}MlLQCycL7~GQ{#CFKW_7GXY
z5W+@p*6tw~V86c<1|g)f_6uPMyKNbKtynr6@Gz9KpVmPS`@@GJ)&#}0TMPZ{$~CZC
zW^2}C{_ndEEw|Y64Vde8uY-Pyj!R()bhkS^4)aq|^nh-!T@RyWY#H{+zrahfY}y+(
zK-Vnf1r5=+B_eZr=u-Y-1aAR}{^#?|dFw$*#y1+hJkPhQX!lR)gu)ji6ZKWji1b
zhyAA=FiJ6T85KiEhPf->?p6a6WyLhuKVN|U?BENiJ%roYF3c3`cH;iObt9&;-p}Jz
zS@)fA9nLKu1e>`FdSaWi;oQFcC=6v=R$^i-UxkdtyCC;kfvaC5aCHn^XYh_Y-r9xk
zzzM&M#9xHxai*L973%Qy2rptxR=)(z?Q|QOV!#AhWH(+N_1}$`LFiweNmI-a?%+I(
z9{U^YV-Hv2%D8tg`5L3YnU=nsa*jkbbp!0S-#?7?=IzrzJZF#|052Fzf~4nZ%)
zRGn?Y{`L@TO1GE)0|%hsx!gOCKz?KQ{O)5T?2||MU2xYm)
zWK%tIJIt~Tz;*>3&K3~`6eCf(Mk4f7vG
zLGB^iZk_B*H{q_J669)3M`}yeW7*WBU^aFiAJvX!TRopo^3U$$sJgMN*D)~LxF=>G
z8!Mi3o$h(1AuEnSRyv)XeP{vOdJID8%LU`Hh3q8%NDpG9BRpA$C;;d~@r*`<%6cjGM|2-2=EShHQ|!;(*+jdJ@gHuV$e_HV>W4zd6M

diff --git a/posthog/user_scripts/latest_user_defined_function.xml b/posthog/user_scripts/latest_user_defined_function.xml
index 9a0b6001786fa..609b4d91dc2f1 100644
--- a/posthog/user_scripts/latest_user_defined_function.xml
+++ b/posthog/user_scripts/latest_user_defined_function.xml
@@ -1,7 +1,7 @@
 
-    
-        executable
+        executable_pool
         aggregate_funnel
         Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID))))
         result
@@ -35,7 +35,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_cohort
         Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID))))
         result
@@ -69,7 +69,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_array
         Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID))))
         result
@@ -103,7 +103,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_test
         String
         result
@@ -137,7 +137,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_trends
         Array(Tuple(DateTime, Int8, Nullable(String)))
         result
@@ -179,7 +179,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_array_trends
         
         Array(Tuple(DateTime, Int8, Array(String)))
@@ -218,7 +218,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_cohort_trends
         
         Array(Tuple(DateTime, Int8, UInt64))
@@ -257,7 +257,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_array_trends_test
         String
         result
@@ -294,7 +294,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
         600
     
 
-        executable
+        executable_pool
         aggregate_funnel_v0
         Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID))))
         result
@@ -328,7 +328,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_cohort_v0
         Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID))))
         result
@@ -362,7 +362,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_array_v0
         Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID))))
         result
@@ -396,7 +396,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_test_v0
         String
         result
@@ -430,7 +430,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_trends_v0
         Array(Tuple(DateTime, Int8, Nullable(String)))
         result
@@ -472,7 +472,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_array_trends_v0
         
         Array(Tuple(DateTime, Int8, Array(String)))
@@ -511,7 +511,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_cohort_trends_v0
         
         Array(Tuple(DateTime, Int8, UInt64))
@@ -550,7 +550,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_array_trends_test_v0
         String
         result
diff --git a/posthog/user_scripts/v0/aggregate_funnel_aarch64 b/posthog/user_scripts/v0/aggregate_funnel_aarch64
index c86bfbb060d3203d0ce30d60e292202325ea2d03..c6169148db0b6d1e25a98baba5934b638d7765f8 100755
GIT binary patch
delta 195186
zcmd444OmrW);E6deNYaNiSj9aaKKd1KKvF^;vBF-Ej6WdrY2B(3T37=o3hOI0sA;c
zHJmnuA5EgpOq^2|6{OTOg7&;aInz*1=}gmjz?${}oj^d&R`L9QYk$CI>v^94^Iq?J
zU2oS#d*8qNd);fTd#!cf`zZZ2)%pDR^2Cv`Pcr2{yZT`4WB26W37xCJ9G??d!*
z6H`zBafnjX{QPc&0<-T%h-bOQsh8JQdyLjb7=5j{n!hnNA*Z(M-%CeK_~6;0i%0(E
z={#}6{L^9$Uzn75tJ<9L{}z_SSi}31Eni0p(G_ZYmN2zM&1UtPXu_K{+-Aa;o>ixu
zX2KJV&I+
zQ~&)-pi|#KujJX6D?2XLi-_Li2BIFLc(Vi(7#4cSci
z!F+WFQ%(4%8lGpuzt`|W6K=UvP#fB0%9wJeif=dJUmjHP>Ja!r6JDgX(;Nbq1XIQ{
zT7`fKpKzDjv9)qANo}{Oc%lj4s+CVO;X5@vL&F7K{Pc$MOckbT9jr9r`?Q9NOt{`b
zxe2#TSC?}8U|e8%Gu4c$!5OSc!>djBs1@pr8%+324L=bA?=a!NRVWSqvu+tD^2)6G`xs#;(vV!>>8;zg{a^%;g__Awwv(Sl^T?Lac&FKXojCj7up)bi0g22&ciD*tJhXHfsl9s*w(
z0$*>!zt%c-neZ+R-@Zc_JR-e9jj6(UtwMtduhFES*@Q3EmeOa!$L>@q(V^plw(VMf
zs%EgAg9j9&;n61Cx=1Z=GvS$9`Kcyc@7Qj_1-;{?ri^T@p+Xa`H?-b_->H>%neg=*
zUUg+$UFnnU1{3D3~V2Tb@K8gAV+n4&+d(I}_j;6Gjb^o*sZ3NO^F3TnLx
zUw=%+%T4$g&GM-+;Tal!(1;WN-*TTiBA+n>c*Snj!jVk)<68NE2|uIZ(XS1j@l~3E
zV>jU$n3y7eg{F)#+Kh`#_{tyE0Xa?hRdp&QTqfM9;pHaWr?p@6TDU6z`Vw^1stp}9
zRk&TV4Vz53&WtBa_&r*A$%I>Ws+11&<7)q`SgTq~ILgzHP-GvWFY2$Ct|S&b3_6Rw-*(XS7tkdCK?
z!0jenw9DzCHx*3V~OJzz>GNn}I9*uZy2PQYl0QRyCLsdilf<_|y=1
z-TftQECt3%)om*JZIf8w$Xb&Weh;MP4?ri3j7o)H3HDul==
z3V}OK_B|LYmP5ETL;@aVl)rbJo@+&&l=`qy~n;EaBJeF)qY
z0PpSsntf4uLnAa6xbAgegPEJ3`>r-wmdOUfvc0&$u!!u%)Jqi`vWzO?ZRm
zYOOcnv(~9x?KI&lG`!q|>jSM;aPXfletJejhzch{;2j}w>l+~`WWsMO&VTf!X-3B{~a{pMcP0cO!!k8-t>ma
z{?|KhHdT0Bt8l`EKceA26Mjk?kYvL3_B;Aj57__rX&Kv16?7M@+Jyf?D}T_0>*bqF_@i3+
z6N7N9zg|Hal)+euRv}=*br&q!Gngk_AFJDLq6xpK;WiUKlTJ>E|I$nu*Hvn3X2J`!
zwOknjUmpT@g}@I2SNLDofV%tLV5*=G=!6N^2h?H0zu%!wfO!W~XsQ;piXOmK`D@oI
z*ak8b`O^c9Q%!h}R^D#Hb^m^;3BOwN`wLCDWv6EUuQz3^*W!0h6Rz`0xd|Vqbx<7w
zZwP^(5JF^hgutzD4koEn>(~|o&j^7p)$o4%UvH==LqDb@u3%QI!@6$(u_i&KMBMJ8Nr2*#=j*9Wr6
zgqQ14G{TAhb@BVTmf(eH#>!2&-q3avzFljl%7kC?suVqFz!mw^Gnx$#!r#&G<}2d@ldhb>
z*gJz~c3f*H(S++AOf}(?-c|>cXTmG4QYT!f;NU-9{H6|5Gm1gTzkAFv{M8_3yMgFWcgGsGd
zu!X=gO!z#lgQX$xA`||AR^C}-vj3mdGRjRAYBjvdglE)fOlQJZXn2ze4|`WF@9W1^
z{likUjE?>cQdf-W6|CoF?3@mERr$
zuL*%Sneex@b_Aa(XELg4l*;lzI{uap6NeF)rT!V5IYZ8zci
zfND(mHm!UUaE1SM4X9`MLR1Kt@S|Eo(Y1pq(W&8SCOrCjb&2f*xGH~kEhBFrgQSmz
zY5RSV2@hOUHRE~{ZtYX?O(y)K57drbCj9dcH2Z(MDdVqNg=!OiuTDA>{x7Zk2@`%n
z!zB|QaX=kVKrm&@)iSJggGp-FT&F}6{*+ce&4k~q4K%}q>vzBMG`!#be^F~_rKtjJ
zG-WB)oA9X)bq3`ooMo$cjR`NhNyQHi#s%imG8zVFux1T!GU1YjH=A&sxg--lRU1%;
z34cMs!G8f$hRd#wlzlLG2{xTmnagUzf6yqGXu|a+NHgL35@Zlg{I82&rnY8zrV4sP
zD@`~%s1CHqgwN3MO(wih!(9ekkw1Mz+YK4C=&xuM8cg_Gn$Gu`@K3e!9VT4AHOCGN
zrfB_#+WntsQ^wH`)tRN4@CzDlH{mlrQp+zj;qx@S(1fqh@bw2w_Wx!r!)dDE)$r{m
z{Dg*An{d5+LkRqYj_dZnUZF$JPP#Gq?NW<+WT+lNL
zO&LzDLXipIuHoxL;G0bNQ`$gXCcIk31-9LkaZamHZNig2R%hH00zYBG@7KypCj4Cu
zXZ1u;@V_p8-)k9(O2z;_;tv`#n(%xLw}-%2n(%}}YCG$VILV)$;WB0bzg??P6#_qK
z!mDo6C}hI_p&6e|Cj1O=MgE&j88uo%Cro&QhWku-Q0qW4;UnKu2h?H0uhH;8y~+Nc
zre&}X2XlM2hFeW|zJ^De@InnwG~vY>ZtKUD`7`F!GSd1pK!5!AiiS@$;lI)F3={sI
zhTBc}e`i+P5537-)_QdG`vd12kifkwTx<0g$&K|sWIVSXyp%@@Y5RJV8VUc#F_@-
zSpV}{h2}vS_=ZE<jr&@lh3Abyw9k{~(x&~aUWh^ySNYpwgGU4S~`AsJLZ4Gys@FHy~4<72D
zm@0qHh3ZIs0~w0=F%6eYxYeqLVp&6fLuz>~Z4ZGjHQ@(`2v(v(r8ebv&Sb<
z23)1FTKHcdt%3ih8Zt&2I><2KF$Uajz+(+~o&k?D;7bj7
zya8WHIPpI%L4qNp&`=@KfEO9?Q3iay0mp}3{r_z;;G_FdY<31*7-PtA88XHi@Nxq_
z&VX+>;K>HO%7EJpc(nmfQE^rNYYZ8wh6)D__;>@}V8E|2;7ta6f&p(f;70K~@dsgm
z8z&hm_zV@&47g;#(+zls0iSHZ0|tDG0cVPU-Bv0Ry_lF|F?(8i8kQZ8yZS9
z;5Qg>n*lfKl{5oB4dqq(<7KKLW4fWC30z-Jlor3QTV04}hVhKxA_
z8LZHNXBhAz1Ae0cUvI$Y8t_d9e4YV!Dmdm(;+JK}a2YDxWWdV}c(wuGZousZyvl$(
z40yEx&k<)Wh!GYIV-<^E1z%Iaj?ITWH5S$};-9z3(XF%HHa_|5WSiwH{ZGkj
zMIJv#$y3t*LORuuZbLf9kp4H)s}1S1NS7*U;cKOVa{%@l3Y
z7#P4%q*D#)NThQN>8p`mZAgzqx|GsFvO0ix0DBDul8`=ZNRLCh)sRj_n$H{Fg;+=6tfA-xdk
z97B3B(yI;WWk{Fa=oV;wl>yuZV6UOTPmw-sNZ*Tet0BD_X@2g&0PaUR)sS9?bdDkY
zAkwQ1>4%XnohuA9@F;-2h5}C@eb|tG3h7oux)f=C-a!3lkxn(FpGP{!kbVj2)rR!T
zNS6u*;8g&74e6aoA2y_4N4nLJ-itJ!H86nRA)RVSdy&pDq~At*wITf;(n6^L_yE9O
zL;6Fc4;#{dK)ThCK8!Sf)4%}!7t*PQ^k+!t7}B33z1ooe@>cn(=+Xf|%)k8+-ZH)N
z58>QIvE%kc{)Xvd~T1=CoCSa^F8KUK>+xOkX2cFB|*p16^#2p-|S=-WKh)3=p#
zOBUu{%UDhN7qi{flWy`z;~AdWo@xuLv8JSmk1e?|Ue7|&{;WNt#XlOdjJ5WphzU#A
z3N9Wk3`ue?WX@&2aOPd{8goPI|N(%~K{m*HvE
zMll8>bS{H26l<*K472Z7>K@VBdN;*gYHi3;>RZ?~G%ck;-*X%aT9rmy6Pzdzp*Gwy
zMjU^~b>YfX_e>Fgl|NQ|r;+;zvy3Cd6v0%2%+%PnQh(_#tp
zYEEav9?wI>hCRbr&
zw!gw_fucX;>9a65DwVT;B)SO;=F<9w0q5LJVa{cqT=vCY3oFm@C5bbZPYVa-%dNj0
zB^ECq6|Ug+(PG*1^n@R7L|qHjwRrkKHB7wRx+hhcxU_uK#LL&Y+}e_=5T6!s4_G3_
z7cK@Dj}qpRtekThl@W{bZA4U5CZam{sMp2GcaDpTwy@Z43-kIc
zG2YMYtiorB^^O&X+&P}_`85@YKhF;osMQLDUlQ-VbBncO-9+a|?muo8Pu-aw?garC
zI);cbcWnvFyqU#{>sMYAd1*y?^E>;aq$Z$0}Md+U_N{crLBD8SQiK
zBuFW|tbd#r9Bc&jCfd8A20i22H`t7eElu8xa-0*iiWhFzxqY1bF;yXRVNq3FIR
zDXe25H|za(?sw8B}nt&`?%VIo(Te&YJ3v(+oT4i-ZoyaOHOczhyJ7LP+V6gJi6wG9++EwWCGpPLP
zm(1lY{1=y&ge&4gd>6zt*s7cRitz3ic%p8mw1&AopkDf(X>Q*P))ySjrm&i-P6Rj!lY$mK!r<7ZUqH+g#uM1Z6`*%_o10Jh11=?0b4&^b&b0f
zQ)@xBYq6jtq0(@>+y#~{VyxB|W0(I7>JrUkE{J!nnlQA3=w2k2teWD;RA_1YE0y-4
zmAY3+0AjqosNp2`fLvZ$V)3NWq-Y{r8L>bI8{%9>t=ul2S#`tMvBp-$GxrXym2c3>
zePZV7i7Cz2lq|P@yos+ylh#vssz!9KPK<<X88D%aF^9!wYVXTzb9AH+!}d-#pN4
z)n4|MAqAGQe1C?#ShlrDBOff_7Q;t8>3n6Bk^__k&2f|Q(^RS
zE;Sg&I!hSKr%4{lw0zYCjr~44E!t_9ck|Zv7UV&~nyp!m`s5*Ony)LEZymx$(6V6H
zY|in8xuFRsr(l48nT_@s+t7G6nE%L5CPPYxEThK6N7jv>-262^#2ta|n@a7OpYlw$
zhOwDS)4wH-WVQ6pJa+j;v2oq?xy{x_wPh}axsy3CC$(;68}^(Ds?$f$`t--6_lGh4
z`-8!RDr&|y#GUv%ae8r%FbpsWVHBQ6k&Ov&C;-G{R1zJ@hi?cN9$K#cDGSOs81-7^3nFcJ%`S;MyTZcwi#
z$7XRiMmd)~ggix44mD^>Xpw*Rs)PRro}^KT=dMJuzluNk`J`npV(paKH-xz##yet}
zv6X0n!0{Nra
z#e+u<5Tjju!Y1DLP$K`_Eb*y_#__@|@%4vtB66sk3&9Vr75xuQ$x^0VHAIoA$sEg!
z+`@a38(Ajf*#1{%X{6C*4CRcZnJC_|ey$LbA8f-1@y>%pE8+*|aQ96hDowS2G0-wC
z#?SR0^~Estc=4RNS)RpHGfSuGc4>{Z#L~}{x?!2pU>P)s+c5~m$r<@u#Q};uM=e4J
zcApc!-jK>~Oc&4N@tjv2_wYFD-RFV{WEP0?AHJ4bEN*ysQp9{^1hL-d#XS!v^Nw`!
z@WT`NZ{88x9-hoEpDo63yfI9vk-ssGixRhNymg4&6HJ&Xe!4L`Lh4Z&_UQTl10}tpJ?VO*8J05w1pYj`J&=JG6K@Sr*{IZz;
zafbNMU*5zYn<0*SbYVmlIw6*PUfl5LipdK9tr`$kjV|RWRjGsMaQ;@5_g~YlgFm;kIxXFeJnL|DdvSQvX*hIdKqo%KSy12
zy^nxV8#>pJYRVB?9!p48%q8nA68!QUHr`zVr^JV$E8MgvOcb6N8%FP9#wPoiTD(;3
z4Z9MT*CMF+<_Z_0`Icel#rC&WFQlWjAGDjKzhv8NT&CAagOKLIY#&GKfwIK*-{T#2
zR4lPNhpzuYgB%b8rANveu8%|&gUd#;yE`~cF&bY%0}7R%e8Q%ZtLh1zTvt>IM6L{e
z$8?2M?&*p`$fr?2A>0H~jbBO4F{f%lzTO3f9Re~TUHFuutuPi}d1{%=w4Nz~FQcbk!N7)>sXc@X7P1@fpql77k!9?8(|V7NlLi(TU1pPbEC
z?GZJCp1Fy8s)M38{ltjmc@E`>V+Hs6p;a(EO?
zcF-={u~$>NYxBn*DxZY%q}A*e=a&h1CzG%RJ7giB^ImHLlYcs0Y}=A5DD&#RRaU%(
zj$37T3*}G$<5rofEW@9YfBIIX`CGbz3H@CbHmDAqiV!~k^Hd~(=DUKIXheg=s>~z+d!ZX-H;xgeg?qhMRbB^_$v%yL-
zfW&eq+->Jff!tXshV@-~z~TuMgn7=b7~<((GSpL#?(bsuO!5}8PdPG40>}d`Km#n2
z)gFYAP9%+IEYmvLUT;md_qjMW6BgKpRp^x~%TZinhJ7z#A*&!ADp^>4!g0GNj%Rh4
zcWnIe9KlluL-Uu`zya#S2ZQ2PbYQcx+FmqH);1chUx3Q~@hqJx|B}iN9VkB+<NF1NU&cV}XNr0OZ4|6}x+twMZ>^aFiJ@7Jv+8}!Rf_1Z*Kn3GbFhMEkLqTZy
z{WMxWrXkBUj`g_~Gmo>hWL`;W>AcdB&Ma3XlV@@86H$)>3g-||kYen8fr9y-OAq8K
z!G#CU1`{ZcaLPC45f{)v$sUz{g3+sPdYspXcbv(_Mo(ZBxzWtV9QGR{^`U%)NoC!DQ(Y5_Oy>akRQ=*@65V!gjySm|BBrSc=rR(`&K
z8zcVCxolz&s3ya3EgGlxLFGDt6@f>TK4CMS?i9zBOypZT#al|oaeo*6&y5#dB{TU?
zI>kSfjN^abDgG0W+D`FO$?Dm=Xc;im?j;TcG!9o+b_Nrw(MS&{Kn+p{FKcDWm1msy
z>rV02((B_(`>W<)Wl%jlH?XBs{CnwS{^3q>=+=n~i4b?xAtC21iQe->MU>VjIa=u}&WmwXww)Cpd^$dEBwlGTUD{$^TGCiO
zOx*GGoUrdGUbSgkm`$vDHY}{CBbZRR-o?j?(a*%D{RMe?2QF<{h{E4>5T)b1lhNw?
zSZ1;Mncwg)=821+oz8nZD#uk}srPhiZvQp0VCj$}`5>qCDfhlf;|1T_YSx
z`T}Y}4RGxVb6fjPx{^mgkEL742}5jkNIzBrOfipqWW%anWzO|vWWifW)5_m$my;o7
z4wMbXW208Vi%Ngcwa(pbS?SWR1
zEMpYqd;Xgox%+sItm?;6UMHVa*8XqByeVH{8C7=3lGr|W8}y+iu1vCw_4c9-dm76R
z;Qf%r+RkGq=tIb66qk7PIG1;zoBFj%7!ra-G
zi1t;%VE#sBHp!D!Egs`_V^(mx-u0mYT;OTH2qE3P)wxqyB1f1zfX0$HFoe^`ct=Mt
zd53s=*<7J8R&6zzQ(H|(kR2!2u`aY`W$NBCr^M<_p1?LZFSv>T)umv5+7`Q*jW)PAhQP6N8MP@5wF@s_#IPbF*caImtkWU~
z^QAzrR=!ja=!TpRh~g+Ow)Ihd_-r=s=}LGRntzuhyth1#`!^9<-$-BhSj5
z^+Z(%>R|$cw-2)jKFmB9u!Fv08GE#PsQqQw3!SGa*uhv`b&fqV`9*aZZbc*2H>qic
z26B-mvd#io^?JVm*^@!lJs3dsrNU!ax=tDl?hV8$X|%OxDDu!xM8q(4365Y1su6NH
z`6@q7z*5jQ{vKx7fSE7gtYz6lz+qD?`Prb*3~(cVttJ0lKjq>u@YrB05d*ZlA;|+PWNa0mnKee)mofU$HZmb$ls7
z2JtHlb)-y=@ocsSzCtzZl?aQqEWNWJ19stt6i_?@*MK|yB(OtRexxO$%nBx5hyn$(
z*aj=NZD%)l#Sh`NqEUYrQ-W<(s5lz~?6O37iI<9$-8j*^8Wi+*+2sJJVJyE2ZNt0(
z`BmzZRyy@{5Q3lRt^WFfU@g2=r7;>UHCPR^?B7_5u7X^-JKXV}!mz;nz$Ea`l?H{Q
zfqdNUiVZ-)zm0M|pw4^BGtv72B<+2%^Th-q?@M*DXJDwmx`fuyI>iqgI{Ey*7>8^{
zkkWrQF9!?ow}_W}m+*361>TqQvSf+L3`B8qcLFE-c}p#gB%-(|BdX!)FQ>4Evu&xL
z?#wP>8y0d=&(GgsKkoyB5IL-1APMbdb5^0f1ng=}WU<-5;5OK2vHa{a+=iALEctC(
z!EVyn!=1|#X%SJ0w6kC7*dhl$;^e(qEdRns4*C2c2i7Hda^De$d@(9ljzama;kmLL
zlPePg1UGYX@G(wq--tf}e=Bn2pRW}!l~0<8R`*~On>ZG``(4&ahI+(4el`u0dZS(s
zw{zkm_gI0{GvNiCRl%v=9m7$thuh%%7nlEOH9u$fHt4(8d8J&}L!3{Z{MDT35
zyA@Av6?4B(&MG9ZYFDpACV_SSj?Zto;E=QJtn+pVX!d;8X}=23dst^fG@eClVrNM_
z%U^WcOJ5dEw0qvX_N}w)BJFbVi+?)Xe&*k2lewt&qi4##ED}e&e1p&ugP~&Lw3?2C
ze7^r~D7u0i5HO-W73nq*;NK59x{{E}ZpVMMH{gFS^>f%*N$C
z;lzNV77r9`ANKayb;xT!`uW)@FPu?^Z{rp|k#aTIWFuG)gQt#D4hOi_W9Z3>(%K?e|}LMUNKpC3><+i!1>1D
zu5)TG@49;TzYKbXmM0n347YdiAWMIH`5;}}FCU~GbS6tF!@)tO7!`pma8mVUJlXs~s6)t%}
zEv)P|=veP?gQ3G@F1FqFmfBf2HW50f_T%ujO6#!XB}0c~grL*EWwD9?222y7K@-gj
zL5e;M_&he23zkH|Tdp;*>RCersQmUURzU%ZDvvf|Xu)T+vMIkZl+`+m&Se#TjXJvg
zu~I%?ChA~!^Fw=H#B(rH2$Ahu{}RmaJHo*kjrDd%Ib_;9EKZFWV7P)J<1*+I0
z=Yw-dozu#b8mIk0RqGM$ehk<@7s{6QVeBKccUa%&@@XH@_ml!Is;%%nZty-LKueTB
z6X(&IbYZR0PzyBeec059m1z%20{Pl4%QJl^8?sJgw&!8#7vn&z>o_mBV<7FLu}@>)
zZ$F8@WV`I-w$5umh4%!z+}4Zd5BS60B46O;GA=CO57Gu`kpemrJZHpSFjuMv!|S=N*O{5Zg4_i$fp8utm%%44U;MZPqt}8a?oJ
z=HfXIe>5m!9tQIEV7F|+Y^c$~`K)4-VzJ=(`!vOkV!h{wu$kT1MX3&LAce44da#=Y
zu$!L8Hc!@UwH6@xAS#+7B=O#^_F!cJ`7jpoiS5Zl9&mV$r&dlbo0As7U!;D65y@V9cBoP)I@nYLq?W*zdc$B#Uj!
z+22wCc3V@D#g*9iw>|*2T#odL5`}%K1NJSS@4Fi;UC@}-2KT)6fyOKe+kqcug#8(A
zzi$olmN#aR3O`p2n|T|*-?ySMtLq_Nc9gLFB*7)f&wgZLw)G7pyQZ`>FMST^61Pxtt&HwMwG}YRJ+@A_ozq2ut!k%!4}uaKf<+dzo@JNl)A5yq7;Yo3_Arb~k1(!OH3%{TjP`HwMq%rL~S7
zwASaa8TXvZk#|SJ)qEdRgar7&`N55NPU2+zP;9;uD*8cy6O3)h-=5P4pVhmfYs;}6
z|9
z;hdb06M~aa%@;6`F(9Q6!4$pBS6Z3w^TArzrOn5xpH~{k1*%a><8idCF1{95IK3A^
zoxh-+M<#%Q(H2cuiIsq11=9JnHnbno&QIJaVQXR*$T9Xp7LF(OKo;f90+nRUOb%c#
zuwp>$JN8i93^1bwD)@~h9%9CBbU+a~V#*klk%rS|e3e^@!4pjDkAkWOr5Hrsiv96r
zT+NlO;m&1goOKs&h{!>3a9aY_YR!nu-WgPxlk-a8mKJlev@Zv)E}rjTP2a#f#8+B@
zzc=xoi{~0nUXbGOEK0YhlSk=4#N>1b>SlAQYx_pLa?!2*0AJsBgsYd9paJ68o*6kZ
zIeZ?hs~?@_x%oP2JWSC7%m{{AG8fm5(Y{P340ic^+GvRa&l9&Nljj!K?vG;mG(+MQ
zIz?J_JF7SkQa4-*)=E(C{tJ#iScG1pQr=F!wrhBfEIXnQFo^*ZCgjL;2dinEy*?t`
zUJsR9+yE}kw#2ko!P7j4b+%m`~!LdaAv9l4Ls5DgM_gv3Kh|~5Y3s&s0B;<~Z
z!TcuNOp3sMoR2jn5?Jw9F_d*O>`XjomnY+|fJL^qAT*d#QV?MHo41O&$KvmI#O2_6
z#Ztst`@wj&OTn3c0uvohLX?2|Vel^yn&Qw$1Nz$G4+@peKyX&WID4NT%oMPU_S#Yk
z$2mbRA`vl{l*}tehVKH`*9$V78_mmfu-1sJP@06@D;xn8-g=aFt!iA0lGfajS$#G*
z>-=b}FUtPCD_D09WRpNOB4sic-!5(BWP3Q5-y1`+3^JbI2vZOw!cUgODh+f5XVJRQ
zn%oJCzYMb=uGa_I3r6eS>`=LLF5f3*gCQ->Wh4nbxjZ_8aeZWj`^L3t0pgLKY;7{&
zg*!)bweqd#6UNC70fG(zZ)UiKKmtAiWOP2s*W#`oEOT5lf*bDI%-2;<$NF(e3PV-n
z*46?ni31`kquGu(2g&JITPzMqIM=?3QCv!tNw)%a&s#-x7AO
zyWm<%#W}L8gs;2!5Y87sRdPcQ{501?BAcFUueT0CVEsDIT5N|~5ai?A?I&2i3`O6Y
z!?~+d?ec*nCP(Op+>mSKkbB}CjWFJ;C)(xo(f0aC4sF2g=MWu4?0thBQjBHYfJ+1U
zli>nI3?u1|Xy<@Wf$L*Mb0pmnknAG-k#yU|1-~6FWI%>Vj;ke{!a;ufWf@{gfy@B*
zYF}S)W)o(Ss<+G{+DihEXS8ZV>pM`FVQFkQC$C17pCo2aq`mLJQ24}=tgjmOoeekJ
zNlF?zg89=SZS=l17!(q8M%#w%Pv-^h3XI0S57y;L!P>WDpaW3W%p-Yzl}B9P8+hbf
zl}8p~@Y^&d^B7G(CsX^xD~d>hUnBwUkH4MoBQuAr8{M)=Tfx_MW6$jY
zqq-nYMIfOQqzIQGUN?z6OxslJ0!dBgeNjwj}@Jybv>-qF4
zyV6J5`|S90WUd{@Y-`1nZ$t<#aH$piLF&H+6tmfi#^Fpk-}Se^90@_;)7VvAxI85t
z0#9PB&^=#}bhbbuT#yF;fgDJKwb%jOg7C&_aZ_
zZ1)>?d9-~_=&VAaR8R(DrEGK@F*i0j8~zd?93&*ZAA*%+_>fRYkXB-H+UV*qU>C&N
zf5f2-!VdjaLl`=3MW?j+mGlJjOVFwBkX`;9?XVtfGayU^2qZrSidLtl?;7>3-BSr;
zR=V`$G0D!?oriv*ErPZOAGB{dDmG;EwPccYV*q68lWjp(R3doFhk>hD2=O{C8wry=#x7R?hwunl{xuF6_ouRm
zfyt1yYlf^HhAc@?9t_!>>F^=3)%#b#rJtC#s}^R%?uo2(HSJfBQ1Urefq}`dd
5}l|vFa?o?)aefPVmNIbWV_(uE7K#
zg|yyutA)r-ZWcPPe>2LX;7c6x&A_`AqZcY<32YHf
zO~_zGias^|Gnju11}$U2#Hh1DdLlmsne@IY(3e1+HC+tW{Q$A)!YMr|s$YT{@tEbP
zVKHT~5X(c@C>!RhN^BcQZ(aLnfTvB8IvE4wd%dD4;r-xo6{mpGX+fx#i^|
ze(X^?>W-VXV<&!HA~uh{&MS#_?}obPw%PYHt|7}gle)_*-^nbZwah$y5P_@
z&i-=y5%%7~Em6DdxXrPr*smPWr;M>ZnEG_&N~u85bw$<|sq!+qV
zBX+qAo8~Lv3EDKRy}?@AG~Gy(+9uzW{1!5%iK=9iJQIfR`>;fk0DG~AHoGE70T}6N
zRHCEmEhs=+xZ=3(18=;+%cGDEzKJzPxW^B_vkRoGzTdh_M!p}oA88roq<47v&gWR|
z40vZWXPw(@qPpBhl#9~?8r83
zIFI5`f6kKm9v8?7tPeI{F=@G;V$5JS6b|fDg(}PWdNPzrj4xs^%5f|-rwngR$;U)#
zAcf;uev`Vp3xl@z*RbX8#uBW)#3|eR+CHv-d*3!i-P$K>TYF08I&AIh#*tXkR$gS-
z-hCiDVNKZH^Ii+g@qdJYf~vH|L-p7C4>{y?^p(vCSG9BGv|?}fm*v!7z^Eaj#T@qh
z?&Uf4kctfrFas%{_IVClxRecfzrmqc?zHdA`|k4iciZL6aMsxkO8f*tE~7u&2qxD3
z*;&})lkj)yd%9i}=j{=QgwS|4C=&dtODyf>5*nxdyoK~U_VSi+hkP6r=z|
z>k6NvZ_%*KVD*eo-!=LxT&%!GQ4PBwZ#ZA~p}J4h=yt(#7=Z6;zE;Mlb(?@xt`f+^
zAjlq|(9SHBlZ$z|?~hFG!#3QrQMC&;&s29`vIQa@pLMZf9d5VI;RM+a8*wK(&I@in
zCPngfKl@R!1+6N5qvG}_cA)6&gmKqbxx-hK6Ks!k!*#|h}Sy5aD>TZ1Dw}7
zZ^3a3ZT$BccIxuNc|C
z_vZrZ!Je-u8VpLe1J2;`33W#M{VatC;`$qYRc%-30w*dxJtgIKc$W;=|Kn1KL_*YJ!22}
z=Wz0`+wGnYC$L&l+wWVF6eoX1fL&k2a|P!W%pMS5;kqdTc;l8@w^`
zFK>(r>3vl{{Qr>mwHdtgf5Q7(i*~N)ePw`I$pbq8g-0Hk)yL@`Sj|N!GF{uIqXFMP
zIYsG_7e-MX%GW)y(TZhGicgiMuTH6+7%4s76B|QH4|+^-{{(|8cH!h;PpkriAy2I7
z@0{+5Y1(&;Hyi_L_?tQqvo|)NeMu#Z@z!Dx{odF&gS|1q?2bKw!_fbm-qt@xV|t9_Jocz~sDn_R*ny&5S&=laz+;Q9QG|WBax9-+=2HnFe@8@9f)PKDiCI{#WkVB&|az!n%K9mi>+k
zG;6=laspQ#b)V%p0vo!|f~$}P@G*!vi(sjdm96AEzl{1
zyTU}Fn~`n=g~-pz!ad5W(!=xilpdMK((nT=rSk)OOB?6Wrn#@QVV*C$B#S;2ZOO&q
zY#A@N&MnCjPR%J%tTcp-YWCv0qAGk>w5N3IJWpv@U|*?o9%<3PwnEJR7gtLsg)O)_
zL$*gNZrr%gn20|XhARoM$XcKZ_-JQV>x{-MQfM6hu^kGiv`oRR8@lp9;iDTGv*eF(
zhacA+df&(q<{Uw_so1nahgTazsb
z?Gy&IK4%XE-~x_CI6!)zmp{bvP$%c%2KHSD*7bnY`Yo#`affENWmJ0=?$eRVb{PhC
z@ql4qEzCX2Ffj7u$>=8ISrU#R7J(>?z2xvbN6C?S3rgk(Xr1gOjq~W<7p;|}1Z#)2
zYRv^Hv0T2ncxE?douVKc){zWqM@i|toRY1m9~Q_han7S)KO)TUHq>+ZMdyWMYayP`
zV@W7x67h_FK>o;R!E!SJ4;56G--DdJ|5_tS@QhOE-0(DkuhaGODwYD0Ijef
zFoJK;KuQWBJRccbMrSC9ak@{fNpky_TjU%#N@s9OO3KZZn?B&`dTz~yQyuHwOX5q1
zJrmU!`-+=c#TgmK7-ks+z9BwauK7ENx2$cA6b0-#bCmryIAL8M11Ii2Zfg=!=v}y
zFGTF3yV~v8`yai7;q0yBOWM#jMliV$WF@XH1Zj!$Pa~{Y2onE%0+SayIGnk1xQ-mr
z&Tyi$9C0nNlB-?B-4j@ZXFlRui%RYeyudeP7IO`mySb?1b_(8
znE7oJ5O*xbEFZ!eZ!AGaI7hWamHCD`_P35~$ZDO4(}8C#`&)SX{+3dH|C_iKaGJj-
zaNDz7?X@WPB6Z^6zIcH;L}!P%tBRx0*%agfcYlT@(1RrhTDi=l0gxX9NaJFTF7f}s
zzeiUHJUe!rJqNN_w|u%Qw(pi>C;8a+LhJz~I>#4VcS%V&wuaa>fTR)+s~*Y+r-`*a
zIP@b5o`*}()0!jx@oy=@XowfxI-@eQECK8T$_9u%C>D7VjPkF^>4KW~AqqGg*tb+3
zDnKa*l@JNc80G1PgwZ}lw+o10`4>2x93bM%6v9=>LL7s980>b4Wel9n+Y!q69F)n?`#>nep`FXy
z6L2P5h6)Wh$fK_yY8U5vcJndqHfTN>GpNAnWEDPE(Xvg0o@~{8x3Dk*%^pu;INj$RZg7c>fRtRKl#q&
z6>?DFR8HU`9QXma80GfCA2L`)@3FA@zo27dBc$&yk`%yirACOWyU_^UF{N_GHuj^9
zF0}CtwL#Z`PwF4F#CtQb)c6QZxsN&<@4iX!_=C92LnHbYKSN>cvQS2%6`&c@@waq5tUeC|moT_WZGznvVU#!FPKT!lzm+rVIr#u=h;lki
zA)Da?AD9gaif$e_wF*Q9nmKh~ZgjU+h61spe&+DZ!3BU7&**KccdGWFP21C4E#14J
zyE#PyT}y?0cOiq67(P_4#aFs=&kA5zYy6%}tfJ1rA5Hk%jh(h4N4*ARLnx^lCp>i!
zy9Tvp6DDHqWqIxod3LiY@DXZ|EsHw+A$
zbNTWJS6rXZ4Wy*y`6_|cz9Q(PRF`K723Yu%x;zK8^5!K`B1NXbbf>a9MO9<)Np}hk
z&nq_U0Z$HYJOhn8pHv&~L*tnwyNc>nziXFHA`}JhnnbbZF~l`N6&c}0QZPX&37OInc;28u3k)ARb|*iBZXPxW&vN_e4BmeVM?*j0?km2ol#UE@GpOA8
zSen<-Io-yl!&ue5Pw;+<&U?|hj4S*U)9l3n{wJL}(dTZhPk}lup&e1{bP`!Wf5d2U
zvy^OxBAjcqAy8I;HD?jn#$i3PVR*uNW+QOt?gApX=}ac`j2IOWVD(IXglxU%CWy2xAUqH+qu=EZs$$fc20MCu$6nx
zW68v(zuAO%bfE9&B*PRsCK=ZE^s8w^5Di*K+ShSZpzP~b;NO_`bqg@v7`Z@u`f`Vy
zW@U9b#Dth#ObSke5sXtKd$APR6Wp$$?29xU1<|J)#>id=ttC1zGuXnA3>Nc0V=#rk
zgaHOKuJ!M5JKVh1|2u0;6i_G$MfQ6PT(Us#hv&$#U}Cz+Ss_mNB;lrak)y0ZP^Wv2
z{1z|@D*Obyf`@7%u%NUA75H09Lk%kQTqB-qoG5GuMAY&D_P;|vn1S16v8-+nIvJoK
z#h>E5Xa1>*D2XMBC`rhb^g-<3=!Pne!ZmmZTCfE7wj#uZM^Xh6dk4He
zx-1}J{B$7TTaH`rP!*&aq?5pDZV*b`?NDrLQXvBF2uRQnu5fn8ndOM@L!~reWsQrO
zY+Otj{Uo>yLZ}NR1ohehNrm*1bdm)3OEjdNR$p5^ar7rCj_W}H^O~gtqcx+TP#)H8
z0;RED^yM2Z2+_xnUnEJyq7;cg`y^MHHh!@wpM@pfyAR73fg1P%)Jw-ybX-Mo@`wqM
zyJohqFDSO@!gV`}##FQ-CQiSKOVJ%{Y)+VPF8n5j6=88_s$K4-B}RJ`Mrg;g3+XGg
zD_pT*$ND1H2VKR6`wpj}GaczHHwp?)_{-J7`n*0p9Cy+yFy{zKr`hW}N*?ZUYDJ
z9iM}HS0Rp(QgwrSHJ&-P8{CcXBi7^hPlBgLWYUKt-{3ptE_|5fy!}!geNxd@kfYqH
zrHCTkJeaa}U54;3zREnp)UPsyhJnvAeTQJ~!>p&z@!AU1PbL(rsEh0W_URxLTs}Ia
znQNe#Ybr|*sI_=yG9
zj1S>(ouvpNANsh8Ha3c~oEU=Zlz4{f$oOFv4M_h|>?I78Ixj+fqAs1sW-nl!MM?C9
zSfuv|q_T}Zl=mY7vk2SoRS4xR+H!Q)3ytiKpe3rkJ$!f4?g=0jDi&MVoP`mQWwb;H
z^L?=pS2PQ_tKMA5T~%g*FB(hBbTdR5&N3SHMsfDcVzeVreUSb(w2yk7R#120maBFx
zbWAC0As?206Q}(nPHsEI$zR`piT-sucx|p;9oeo2zT%sK#kyWP9{b4
z!?%b6U&qzDUVLd;HxxzJBu=(k+2eU{zp$+6?YAHH;Sk@-SbgjwRx7q`K1TI>{s=2g
zxx*FXJuaXD+YGLj)@3&|P~kMhv9Y~(BOc+p%eqVX5FYV}AYu>_4*n@%Dvi!nG*iWD
z&fRttpXWjxt#L7Bew5kGN8(E`D2^3S7|<~6R(za-P8mMYkT5ph(SHa_^OF_Sw!YYnK0r_EX
z26o|QAtp9!mc2fWmJZaQAZfy?`JPQ+{1ZZqtc?mc(y>1Iv_3J|)rbOE8scpF8Gs9#
z+fIx~0S^}%p$|>S*Q9}y;Y!Eel%`K-Bv6aW5aq~MRR)1H`4#F9oFsZX|AD(!G`pU=
z@x3ZWMzhO9x(#IP#%y~qvjApB9x1JDSmlL#)htPb4Vn~L=;#V`M1
z9qC$v9Xg=liCUkdwtCz%*dG>R&K1`|v!4zMv5aZ^tUds6v){O3Iw}BEwW*QXv1+-@dF#|tF
zOlg{({~`Ri76#^rcTQv{D%ucIB#9yW6YmD4m>bk
zl@gc0t0F?mA#Q{&9x)0pe2Mj8JahxpayNpdqz`-uh6WKZ^%djN21Ja$a8Y!^a_9tf
zM*e1-#nG=5XvVtP??*jFCnU3cx~=%gXx#TDS(X0A>U8Z?4}VkFPVZp=g@426R57t-
zJ-BVuJr_(i1^jRU_x$mt1Ad8F?K~SIiO=sc;h(lm8R$IQqIDi@P?V7$oW?VuV;Vo*JvqvrIc2y#b6DT}W7c8zm#@b&ZCz1DI^LJyeLeoJjj?As@pS~g
z*Q`%lw>Bd^!Ja97G!*Z@$hdAa-cJ$!V20FA&xbOkF1|hw_1EE#+M0qkCa+tkvoB=CnuwUV|={}h5Y*{vnWG4iZm);JIS7@q(36OIAh9qls&-LSEKA&
z{3&^FB8{@wP0`BkLg&a^sCAA|GwQC(@B)*z()-$sZS*dPe0>oLO}Rm>n2ro-v)1uk
z74sMK_0*BHMr~yB414BmDz{PXbb;2%9K!C_+M8p~%)%sS5bN-_7G-WkIxX9tITPhF
zFqr3o3)_$pg%>NHbCEFvg-A`#LVp}uFT(HP
z;WzQ53pw>;e~$Msytn7nC#}c374IM2QlIb$-mk)YS5AH6CcH=E{hOTn*eCHG%LG!V
z^>I!l5|MEvr+)O)cproJqdE0sTzJ0*?;qvVLvCej8s6yw7-ZRcE#CLx9kOhliuX5j
z>a7`g?!t2(o@IF2@!X2%d^|-wZ^Lslo=fp8#xq~Q%No3_#B(E_g?QeL=Y1@*8oy$0
zwP64=@t23cdyqFbM~M%Rypy(EB|(Yc`<||JR$(Xofqe2^Ne57Dnk*pFB|YH|vI7S6
z2_(r635pP)Q2ZC5OduNcp-_7epEj?#+N~>-t`!JMLz(zD&aYqi?(GLjk*wudy?;rr
zylxshsCXYxK%{I^@DmO`9GEm?Fqi1o3CaxW6gq?sQ%H&Vi_s_af#64l_Fth>XtMrJ
z7opQ!e8s=-=K6)xZa>(43VQ>zAH^b-&T$Gu1EJ1o5RAhw20{(fiOsv{+>d+-Cp6?9
zt%EvmgXU{P9(_?mh6)`ywUxm|OwJV$Vu!T?|B5t|gbwK=U_ab9e*$&Vkd=qoQpZ*d
zggR`u#AW88Q#zTWj#Ca|*839OB0By<9~=$TqtEhaCnT3A2un)REGVLEJIYF@a_bko
zJO5x|$#o6$djA4P;;5y5!8FT3-;d5LQmY9OFrSa%);YG|bN`zEcpSdpYZ@9ae)M^g
z4Ht~EaWyxIi#VD(&9(D`Z}5@wlXj8r{3WhoU(|^`pHC5baHm-U1I(l^jjoO>!v{8B
zBxE_{e}YMTXyFail8)xq`!OQlj}2Mr({c~e5>T9&qM%ZIT-gH5k~S2I4>DZdC6cot
zcm|zW5%{I#1=H*YBZhz%j?J$}NKcL!!44`Od`&7`BD#~|0e
zhr`?#;M46!ypK4PI-r5HErQEy8I@@qkV1O=TwB*9i%f$dawouQ=>|o7B8~|w@d0@Z
zuDx9kj|qojbm~e!BPJgg@ZAL5?Ow2X5Nv*!KFmNzG1$qLVQuKg0ca2-@TIA7U{7FB
zqW5klZvz@cvu*Ygkh!!g=3uTKaTJ`
z8jL`v5`LljE*SrJrr=xa_{cIDjnNs@Hh3Y_SoQt*mkSWCC5OKSrZfF|!&nTI226o1
z3A0r0V`C!KC@(==X%a0E*^J4sAHZmnQGPogd9(q}y+G$c*6_qK9v18?f5#91p^^_D
zaP#e(k5OmzqwnSp%TSKYZN#HS(9*2p*?#F?VUJ&rN%X|v(^>EaQLO?zWFABU4FZFt
zlYJO2LM(M?9OZDWfORbUA|e7d9!8(Pc5NUMGu#I1#7&6V^(xj?jJK8@ha<8Ult~1|
zq@f9AG#NH2au-czH3q4#y)!={D4HXWe%CJhc41JvOR_$~7X@^;x#d%q|Hu#XA5UtT|2T25
zWjf1G!;A|O*oF(R_ekT>5w8n_wxRI`7@-BD*@hAv)m0O9VgD&S0I?kj>UN>8M?k@f
zVPsapqbcNvx>td;M7B6kq7ih*?fEm-;ZUCi@Jd{UV+esozW7;+OhpVs&^@?5PEZhb)9u+e4KVM%4B__DnU
z1ERq9DU_kRPA=5f%TasO2Dx3Xt4Ei88YwXMXIN9*KWR_M;^gPChN6B#K)k$SP
z#fa%6&~yhhWg>WQPKyqjrPv68lc&XusGc|q^sDIS}9LzaZHZMh>e@#prR#K$ltTtLD<
zCS-M3-1M>>m#DCXdTx|{r3V`11J@_wu&^t~E~bg3^`aPJi2W
zkczgeTk$1{;YOFdJ>Q1#QGt2qz70yOLTrbXQYoQuhqGlwY2zAmwXr}dO{E*#5*(&N
zJTT6e?!2>5S~d}JDc4-&>v^re3$;{)lo|{fD;)&IMIb+&}bM*KLn!*Qp1qyMbVJLXo9q)
zebCP3P`@_BpkF@vaWa@_I~s6FQB3J-oBeDrATAq+DiqGFXRdx8;pL-~tz^fhoXYgm
z3&CKH#t|tU`oJ`V2=xTg$SDM!oT&hPY{`goz*oa{T#F&;cW;OL$Qx+uiun9XwRTO=
zHRehKyk!%_vlc*-7+Cr`S9w}MP|lDDTfr!UZ^j5b+ANdI@Bt4xmWfF6Tw!%>UNoJFd1WCFE$g~^@7DhNr6=w>
z0~DlQg?A~usB;rq(%=7Msnvoye}gUu`g2m7{spz^8mt3KfzCd%2?Z`f%b{yb`vbVn
zOLWAj@^r7JIg31CBn6&AHw-5J>N1lUBR}kfdd@?pO9CDei0D+->PgYvEI;zP$ZIerpzl*C<>(nGj}L~x0;($G#}jW&plj$XK?!@o_T(c(
z+}WE{y%yvLHLg{lRiqssg>E42_*$$diaH(6hbnP0`wu6FhF?XkR>wk;
zps`!pk24y~rYorTI&P?3rF-Cx(5!BkA!u$!WsgQawtoc)2#%8L0;qZgNpwP5|--T
z8lWWr^gl)577)-|60emX`@bl!m%ZVMeu&fnNT9<16oFa*umac0S7G|n03)_f)3Pqv
z8z7JM3gizA$Tv)?8$t)Rj5jP`o#fl@Iym2YWY8JTRJ2B)Qj_)n;9PW2rNo1^PSF43
zNM{`WlRMCd#{hL}I=bYM-2f_Deg)sAF+hE&b2swsvk%BT3gEv1tJ@`~HJAjC1}dE|
z(ZIbs<9?@~{tnktGf)Tt!cw`~g3RP@ur3MflAMH|e;|#)2er!o3h5i8EVUweU9)~D_b3rMXWrKLgrMy(q4|AD}(8Uplul#g9Dq}+$*J!*
z+J73rU)B8gvz@|!5{PvqqJYF-K;ri8q-sLKf_kuzunZ=k6fl9$r=p@Hh>3Lcnv5?U
zy|#vK;5G<>>h6b8nq&g~gn5ukIcRt8jVJcS1&I`2L-ejxGG#;m7kEmd!sM2Pe4u
zS;NZ`ohxEJ=>hk;o_>PQF6RDhU=70g4$PDM@va^E4dLP{Vzy)~9pkg^)2)P10uvA2NpD2Vv5NrGTa
zr(!zkBSCs{s!jQc^t7_3g4#s+))c4!*$N+lOJai`T;wU}j$0Pk|PNsw&<`v9gol_N5wXtMP{rzmnR6og7reYa_NVOU$r
zlQVsx9Z)ZkRp1Z~k>$x@zVdDSzc&Vx2Cb(Fcx$`4`tDFn#QwM)jUhNe19VRX^k3nS
zC%EeY>h?{CL$L4nCz%I&v72p@s(k@;Fo0J41-%KjA9OxS!Zwt(1NQ>+r~i)mf35J}
z5dRBsx=Ke^g~!q+ir!pJrvwXxh2
zK*pFG%a7wb-|VMsI+HLV2Lh-EfKn@|FBK#l)QwGT%hBHzf7GR5fYMSr%$*4MaO~wv
z-ARs8V3B4~16Rz|&Lfn2rLaDBytXQlXPo@{uPa{v*WeeR>h$O$gJ#WSCZd
z2yfKW9gXC32;+$>-+SLn)to3r2z^hK3bc73Z6(r({4J4YskmUSZi_z^C)F+>(pI05
zs)=jUwA80w4at;gg8};lNdC1`ECMjvtXG_&3Ic3@B5pq7?jKSscScEY0RuMyhhP(h
zv^S~p&(&^gPyJ7rv_WNh>ox(ySCNVOxq73dc=;nlsI}Bp3VAo0tG@*>=pB43)~Ue0
zLUTLCAdMAql++NJY$n6iwT)4pc*aaX`UT
zF)dl41a-ko6!t_}z2feu*bQNY{J1JN1?dKaDX)<{L54zv#jzAo!hv(L3Y@oH4>ee-
z=@t^*K6()aZsTG)k&7_BISAwii7Ez}t4AWO3TZSZNNGC^;olHm?1t66CO*J681cU#
zJRk8tY4Hb8rXS)R2w%sF3{kX7I^I!bZeC96nRAulcuDdeX?=Z)}sgcYXbXpI-kvHQod=Sr<>$sIe*084)eR9Wa>tnJWF
z8s!*}ixvvf0ML;$UfPDcXndWp_92C1CZ-N5ZG{S!paQHFRnom65>fFI?_=^BJXiEG
z(%#aLVK~;h@fGSoSY1cdir1nZJZEgN(ZHFdXND&C5;D&~I2wzPyI+881c$4Pa`k`5eOI5hg*6cm;hGhDL)Kg4+XsX&J=Y(tJ;;
z^h=yDISiHn+mom;2oXmSp-6bp)Z9Qu7-q%NK%_WLYg0-NR3Y*BlIQL&C`Y52(rHJh
z>>~IA_>V54(K-8A}`dev4aq%nKe_BrDH8fFprVsGni(?YH58ZJNiG-ikoOn
z7~X|Thpv(;QI=_JEt;VWNkzf<=4k*4#zDZKx3qsnIl9zEZX9T9LS<<$Oj}P19>AVqt+isWmEyhtwkIi
z^xiz<6mY}t`zg{GzG}Lkvf$AFy?{gUpo9he(gcRJIH1u;@(T*rBH?2zLFVmRC4{-|
z2cB9$j`8S`0(y)f6~e9qmj?Er>nh>zo#HAD`K0lVC*@lv#Y5avoviB)*l}q41u9f5
zdKJ&?xbGH&0_d~Di0_3lu?&@W)LVf;G(JRHMi+aORv|nF;VuX-){v|na9(mG8m2eq
z4KySRc^tD@_4ml%8oz7{`j!TS+P6(?8&N4OqaHOC;9LYE`jbFls#d{Vts98HlbB72
zM3Z(NJGmOkX^rTbrc00*jBc~w>2^j
z(JHJv4t$=HN=Il2=q-Z+-nR&fbpl98fDu(&QGO+Uui~fYqx5IAvTzeZ@fKyoljWZ-
zf+@F1>d1ee*HFS=9)cFoG#ZaMDnoPn8N`i1B?O$f9Ir$27_Bl|$Xt-`H1ZKwC5;kw
zLy%-q|1|#_mOeGe{7nu-0qU0J$a@_Fi2&Sq4QK8MchUe7LI+@5_imkV3@X+eNB1-8
z!n{TDKVjY$fC(T0Xhy9>1?2pwq27A5pfBPh>*U*rie{kv!~7wDW)S$pUF4cH9!Skyh1^I#$h>2UhA1Cic{{0?!Sr@TFNrqo0s{FHkLW3S|yxdA?G<7UEoF9vWnO4Gs%WA~GMXr%Y5?2Nx+p
zZwWCRy&vngx_Wj}bzdN>=c95zqdeJF(*JZ^p(E*O8!D$Wbv@qL5b@;sWHS<8)+(fX
z*SbVR7CuMN$2#CwkSF_Z{KDV%0m@PX3h*T(U9x=zFDa#2^d=z%%VGNeI{p(fQD<=ukW
z07gQo+Lc~%c%81KMXHxJ&h*Am_aZOxe}DM`4CnQP?_;FW{zyzj0U{Ok-w~<=lp2jn
zd;m<3M@yCX5s0Vqggi~LzFMQyw?KStgON@%O0VNFq!Zjbr1PdF_fh>ycV-n*zNUCx
zg0RrUmJC3&e_O9rpaXnVdCI5j7S?L{|B=tqA0!46JCQ*j7<#Lsv{wBag0#aW#`AEw
zCUsi-j|x#=0m`VYhtB)ofD`r^$XJBwm5l@CqQ_MJj>FfjwA7L*Lo&X59+O~V451Zd
z|Lat3H~!mfnFp8<*GeR8RuaxQEsBJ*9~_GY4rDWBlupA4CaTbZ3X%P10H!d_5_N$2
z%V#lWHX>YtvbP3G*6U=-1T7kkatGXQkfQ+yTyM~&K?mG#kPp*JxZwCZMF5l(N(3C!
zNdCxIS~eI!3p9jia85x*Ifz?P6Xzwrgg9DMO7UHQw0DrU6hBZzL2!>E%rv#xfjHOV
z2-fv!yt+Uu`vhi)!-7i3;197!VvWm?2$33(fj5%nI{)cvN!?|5ke5_CM*}<-U+T}g
z*WTVo#nc7FImsy=vEaYJ2NWKVldPPfXF~63DSGHGWDW{q%~q~KX5&9m~y|IIAYWrLYzv%R%tx9m?PX;6gs?&Wjr0N~d;!igKxlqibI`P*D-?Pu;+;
z1D-@26j6&L90i>E0e2zlA~{e;auf>oN8nYog5Is@i~k)SxFrzRBPK$Z;^==gY$JOk
ztaG>Dq4^|ay|po+^8vDpZAbl!tyUZQ!UD84eZk6G(ihTk2h`z!y-0RDX_+gn{|rDR
z{G6D#5Adto&sfob7+yby@lGl3zTg_#sXV8%wAKv4*A_|uVTMo+^($r&^5Yy0ailAT
zIV0(cbB(=JT`}2Btj3lv6FTH*j1PYZkh!F%RrYq;o41F&^6vf=Vi}~sZDM;8-_yX0
z?)*L|hsu}iu%gflk;VewM_iFJf?YV_HG%3P`-^DpdfXo&x%^a
z^WOX`G-xtnK7^2$j^@D*p*o#QyB$c~b0Kf%U!(b&3wc5JVjHeN57GwsV<6G%bl$*w
z?HhXIFLb5tDqwH2x;*dQd-0YjT2vOM%2NC{;z8I@T(DvYD~g2mt>h%sa}h%63@vYJ
zjC!bULVQ}C@^k(#<;UseqW~LaQQm9dGg_nx#}bpu^M>3HwbZF{kd`X7fVpO%4q@-u0
zYTswf;F~Z&HL&8&NTgmkcrwrbLAd_`ly|I?c4tONoo-E2vdQaD=Jk6pvF|5Hsx&}s
z!?e7J5)M>H%4@qGUr#Cx#>7wt?y00iZyTUm7+f>B(3p<2qTcG1PD5B}
zU1I}m^vsFIB=emk5SSF84i;!hLuQi(=m7!I?6LItx<^AxQTgr@;6<2+H6%9~6^
z(JM^C{Lsrny%&4wzr!>PoOx2rVl2p#3PdCzk^v=D-4;0DT4^KV9&SYuv2BzwPC!es
zozFzYg>cRCIgl$r{=z$M3Uec!m3w1D;(0g4hYh003Y7=x027;K8v1!k0y%0lI@%f(gB{Q24jqMm_;
z#OD)bG1At+sK_zTpp3MXH>71rDDx-YH>5qz4P3oddLxX>5)`dj4a6`5>t25i+O-{r
zenddA-oTnSUyc~sIh{bsx+O-T7Ob@LlSGBz46JM1&6%}S=!W)13t8
zaGp9_%yMBtK^`Y?5NO$N?Gc8%r{E=y2uU_&X6Hwr5L;YW3U6^j+;w3gyuk?(its3Nwy1Dr0iwAZYZT@U5@eq>!xY`$_6ItDyd*7CmC8Q0_DB=v
zJud0uV>cG<(SWG6&}{WQA+EZy_{d=Zmk!Iu3CWUdhMWi``lSFKXY7g5B7Y^Dz!t@YjZaZ+;$s8$^(E*$SUe}M?Vlwvh_Z0
zU*N$SvLKAITq&%H+#D?%;H1r{YQi4;rP$)hp7jK&)oY@yj*Eu%StNJ)QpDG1DdC?V
zgB}mhT~~5;tRg^Cys;M%^BW_{qXFd7aj~{Oo8|unYQHfw*_z4yU_bA#+$b$LCfYY(
zv3$>QF|q+mZoUe67@AiJ4O@-k%g0>Z1o70>qwp2w{;s|P{BBc6;N+)t{Sx2+fudAJ
z+E2+x_bMrTbDm^%dP&tPX#<44A?qAkE-mpPR-8M=96+o%cYY=`lrYjh0RLO)sD@rF
zDD)FRrCJTB_5SSrcv@bP!+f@M5i9Y{#4d;*~%aD0016G_U?b?D1l8
zJm9$fvKNbFhILf8$jn87j?0R
zdb4vLJgt}gucpkKbHsRodo#BxB+3R4k>7?#h?!yRid#5JB%51`3==!tyehdc1Y^f&
zV>sg~{rvA}8_E6sbYC$joON}nO8HN?JujTi;2v+s%AQEdXx&oyv|veYNq}f7@fO2d
zu#PU}rU6YwUJEuLtURWonS6N+OLVxg;>su&E5`V;R7j9|enTW1>{4Y~BH4#WvK#NKW7*>@K
zD89QjnocJUM9PbRVq*;NQ4)jpnNi;I7!5|B%z62jP#&|qZ1ETYf(>jN~E`Ejd=bcF{?dG@+wa*i%~kC3?+IU7GJbyHXe6a%;>If$1G41f85@8N(l(5M~#awL(h)pf&uC=5GVNqf{5GCH}$bNGv
zF}>s~ES=bbhF^A)>o=9W8(?A-H%Jg0Y=!-z|4WY
z5f?_9gRofnBL3_1)nkC)AiA^A5(h=7rQFz#i$k5+5ts5MNiO1@MAkR71k*>Z7?wHk
z!U3%=N30x%{3iU)9kAa`WZhU)i7_keZ>-vc+Dv6(z_ONAryUR@yRbPtz07{T3yZHe
zQ9-@1IW{0Zw(|WNc&UXFKCXvTTWHb3`DHo~!Y(oz>&a%@Nnc_ClEkM+q|}
z&zJkfoMhIle#w&mgv+hb&f*qr?HiN9T5BfSZ;!J^4S`RtKG*nuyGJiJh7os}+?%D)
zAAvu=i=sZPkGS_F3*$XM5g{p9m)m|KCSoG+h)=|-6c)#(iZ4@G0B`(>_$7sn9(Lzr
zl~ckQnDxQXgGDz!h7Ft%u1FvXNiH~K*5a=sUjJWa7uk9BN&QHqM
z&ldZMSo;*4%fH!YkL=6tGJeBdg!f~;dGCEo!V(*DEZezz#Nt7yr2Z%NErS?mA*=S_MjQ^>L!XzXBw_nV
zM-H8Ev5-);9~CDCV=5otEoME-BD=p1;tWR(3PytDNEZd8sfZ_6ZH_}+o_W+M1|d%o
zVci9J0Ea4{@Ub}mEc5pmgS_t$g-l5jO<#*wY`2enXhQ
zq2ya9$z2fF5^=}(isYdzyvZRg4Oc&|m60R^SUb?Y2gI90SwQ&D
zyVa^%0_+YgEA@UUZrYIA=cB!1=TH_B5{}V8MgIbwXf%*le?l<;%Ni<~k05(nY(G%twqE#sXb?>ft~k4`Ua&%U&^cID0Jo!Y*wFxh3DZ_c{I(F#+_u
zU4#@y*KToQI2*>#?h&yg*m>S}ukd(*4dO5M5~E&VF>W}t&P_>j74N*j68T$uMBGT`
zFB~thzWiAw@POyzJBszE5|&XY5seZ?l=x^AO5EQqE{|fP`A@q=zf?BMbqi>bEz(A_
z2vL>F`mpy!Vj3&p8N0>VG!`!2dyzHm-TAJ17|g&B2-THd(y|@Og!i#2%m7X4YOie;
zF$TR^@piRYZ`eh@aS*G5?}|C&FmXcd#Frw)k#Vd!uWuJuDN#b?coyz)d#75cn_b*}
zk;O&+P_1^DUfIt(Yw31T%NuPMDdW+w|LhW5#^4Jk|rUiO&!u5STrdQ#DK&*=szr|N}fLdlEo)aOjfRTIc660QBaV}la590VM5Ti?8ff$)k6AYWeTDGi`mPsop72=>K#e5M-z>kj*jDHtF8-BOW14GY$!QgLD$o64Ul6(gs!ATi=q7Rb}8
z#f(?6NDQhLTV7@F2Y@oII`iS@w~3w8S?~78x2Y=Z
zbm$@VW$Saq-NcBVhUJU~$c_GZXly8!!cm8c%C?EP87#QNURx0OjdwH8U@jDL^O@DyM7YCp}u>Rua
zYpk94;&s+tjC~!u(v4IHb`u|N6X$25LkG-cBZP4#Qs!tWZzw5qF>{J%vM7&dwCMg?
zfudRLIrc!L%|cp?mKLR?wGnSu7zRP)RMPGdQmE+eR<)wSH`oBSNliPerG2HP0f`WC
zKGUT;o2zCh)-r6;GIV~Eq07}Yi7UBK~@jA|xLU3^eVlmeu|
z!6->o-G0*bTI*2#=)C#Iz;INh|;+aJf#6pO8_7P{tOnp
zcq|O~B|J9wFr2pu4(=s{!IR#V04ag~JJ2|Sb+93>Z#)G+7I@M-0*qQk9Lrz*F9>A-
z5b|Bi0zxFMl7vdS6!oE~(AaNpLR5o(q(=jIZ}d|=G4y~dw?e=r504C$hGs=yNrK@&
zc0RH9493_tWXh5b|8IEddP*|x0qOw5LBhjz0OG2Z;@W`#LT{-6T!Z`s&;)=4jDR{_
zrH&BpeM1?)))ReQ87x&-uagp?)0ZoHF!>@lRu?e;CR(0w3xHAK9xhVHe2r8|x1ED0
z<3AO?`%vLlC`^}GNPD}8OC5>4kE$eG%Qurr9q0cGtR~1~(Sc3yg7;M%FNA9MdT7Rf
zb07TM&0PKQ#Lk@qapANjD$T}gWOuYdweEK~)J7Z)-U@9X55t7=M}>-nT_=7p;z=)j
z3w8M7t4!3wwibmfv;g$N=%)i$a$?mLqT#~;9tQwoMTDfXzyPrra1rvApN*Mf#2xf(
z%o2ii?&yWFyEiRyzgzjH@TM;yg*hqaI{~j(|SK3e~RSYhp6R6
zjQtoAZbF-$$IhUCjS)ybi>&oZ3i>nLS5Y|}q%4Qwd
zbTKoV?d3f_67h@J5dPbBv2+pZ-tg8RkS<2`vXWLxDi-G!VF&N|k*K#A-^-gt`^9Xa
z_t%?&Z5Lho2)3QtELJRLGrSp=B9kMI*0x-_54NpDgygVT|MkdEhwhay=2s<_rnc3a
z#mF2;A*I*FmK>Jc@MWsEB}p$$ZLe(>4{}(z_oRpFnTYzAu$|m|S6p6#O?mKUG3jj<
z>EBp`?;PU>m!GZ*quO;x*xqJIo+Z-e#>$oKZ%V|iw^?kQ3&=|Qwruom4Aw5zcu{^O
zgHmZxWBC%J6TBcftZ{b!eM6Jj10|y0QtV|e77N=_)-1S0Du=U!?Mb`u{%WpX0|1wN
zpeqZ--KP?9aVdm6d$Abu4ph^{#bVAoEY5XJF_iow>mAmTFE1A7-+{=tuvqx#0{L;p
zB0rZs7L>F}BM!#peFKzVM{)cd3j5tn;%YAT6upWCG?VT9I|Eb?5b>`~U;$_(jnxjt
zVw{X>qL3Cx)da7|Wk&I_%zRw~5hp8gq6(VL2K5o9H|fxEyWbS;av|>{-c`iB%RISr
zvxt8eCpx!5$zAZ+goVFE%5E&T2BGjjS1J#Z$!UiY4;n<#e~r>V)Dw%}#fHUSeDW^q
z(){5;Ukh_R44Y|Hs#Li_bvhB0T`^n#^WwZ^T#%bjGv{RC8flxx(qD
z^hrpuShXDDbhFK3-*V<332W44l|A%K
z_$m+avtcnLb4pMIdLt!Wi@h+tXjeRV=rJlk-Go|uhh62yiTJH^bDl_
z&vk`p4Cb2f3&1G4lMFH!=zrH0#7l26xTE)@=C=6Y#
z;#>jx;eL_0TYz(rJ=eu~q105Z7Ca`=N+7A-%lHsUq5WSbj`Oj4Bd;egGcx^+pl23Jk@o
zNDN%Xl6$*-ub$SbTCf1yDF6(^u0qw2`Psfin6AIj8uEo+Sp+<^LWuya5i~_UwzrGK
zIly#HKzeoFmkWb=o1(lGZ|#J!4(rHoY!o4dAkUSJc^ekQiB}5Q>5oQMf
z1SqPe<>=D9MsN9wJB2K;p?#xDr~CLWu!@j1tbM&d@c(ryDOCK$OKVtaTs9(Tg)o8%
zsw;$_Z64x`SQE*?JiQMlp%dmH4(4blo@7nMkgaT>f0|aX?q+zzMzL=zHnPud%)7iW
zG;eF>6Omo?Y&HH?d~NZFOV>_jQ?YMuzcDW)E0RZV%@^^fjl!(?)w(b?X3s`9DGE_yRq%1lq_aZL34k^Px%AJU-5HnL)SkUB8i#7w@8+fJo*3h0n
z3QqxyM>8jXD&DcWn8dwxtfg0Z4{R!Z;q8T5+j)bCU(a&b4RLTiYlnlMR49iI(FV)k
zmTD9HLrlbh8$=ww{!eHK(UGc-Q1S*b=|dK8>4-FPN$xPfDG{`^sqi+I4rO>1;=sUg
zD%Tb;al!!MtS2T9iJD|IMbD6{V;T3+07IW_KS0`{aXe0oYpR`22O&&5j<2-zk!re^
zjUrEKkGZgilFU+hDZ)
zY!xXR*#Q@*n%W7kBId^jZxWG3?8`0`qv+uDtTQmvnxgyZkiHKpQ%Ht9N;;;tq6>_W
z61_KxI4kRfx*kfDHi;Ql7UD^V$`FF8=ur90K^&XSUoZM?;BowB5t`4tyDYtqHL`32
zcknjr#iYY5w*DFn2@jmy&j72Wt3O?yNJ~T}uJD~boK=>}2
zQ@8q|TJ;~`8@WLY+{%XdcgKI4Vs)8L;(CSYbZZZ&HQG0~o_A=EqEWZpI6YV~NT|U1
zcm#YQq)MSm+7Y7sH9t97wA;pf+z>1=rnM4nw!u28-1u^^oJ^9=Lxs>?aC-GQ}<_!xj$f_R&9r3_>T|8z#ZWJ%X*6$JJ@G#
z^>Nm^#2R4lS;~H6E+vVZf<*^AtEh<&-o?%_ZVMK-ceAtH8Z1ukVM#$nQkf0X40Eo)sO<|}Jzh5JU9favla-rCA5L)EiPuVNH(^|nlV~_E#l12B=U;|{t
zzKe!D@vV)k33cK_zBXu`G{Y2M+v|m*;dbWVcM#HF8zxy_1-I21{{t|7XHTZ=tHDap
z72r%@BLwpnXhJmIgt7k_Xr`aLr2=VDvW9*kmG?>H7;
zgVpI~K4ttWcVNuDq%%&~Q$|aLQ+wd;wdl6l`J_PWkd>WpIgRHGuU1`w$Um>ZjvX#Y?|RmTeQpIsWv=lZibf_bb_0)rl&qzSm#r
zFEWpMunH0yIdet7k%^SE9=irMXQfI=y+}iij*NdqLvSt$fy)>9LT&35jQ}+Jk3b@6
zHT6{-u5V*${sgU8mrZ}$9{g9=5lL=(QKilt#JPbwqAJV~*v&c5^ORA#^X_ef0cusQ
znDX^-F<*<8j5$9=!D_jO1RqlHXIXFXF%KA!_F(KVKY(==etwX1JP&Z$Jqzz8B(YQ1W_!qgMsP*hdZ`Vw-tK_W
z3GL412!nMI54{2#z`+E=Ve%`egjR^UCYj=*%)5`cN%6Q-c+CioLaS}(cG;HvA3?^S
zpf0QcYyTM)-ZFT>abF|4wz-UECRIk2db$Pzp&;8IpwbxNPp;}o2^We7Cd1)flSLS)v5FzcjX6l<$dmI65GXkabv~FeS0;H<0Uh
zgGVeOu#}mrCz+%jOWE){arDKDgeQRYg{;;YEoopvXIYCGz6-^oKA%BN+8KZ*W^nVx-y>R-Qf^GdP^Zvx+!yuInnelAJwQwliN!d!L_R4FO`0wfJ
zZmUF#E(gPpuIux{>oGI}CBV%D2?x;T?8XR2@&Bj1^HCL1auBQw7{#1NcA(z*oAd@AXpng20Dtg0te
z1TFjuMldPQpmXcW@`
zHqHzkM1$AGFLa=jS)^s(-FHhckMS!=M}Z1M@V{n;aV897)k^2Vig`6E?}_gyL-3VB
z9SZU-K>7%D;Lj5*a4HL)-6f_%i$+sWlwP?tb$Bm-J}5?M`MhZkw_s>jLQ{9UgG#n1
z4I}Oxh1F{ezKigEa^CPevG}!weOO=oVlcQ;@aq9GPT0C6|FV5`kSQyv`1#hQ1rdwP
z#g{j(4jR_3w18!?;vR;;D~3fjOguI`Ik^JL&YZ7(gFi2X7gCFAxA2f$RjF{
z=phANk=)+u>bUA0+~md50&-((!t*uLP$|_l1>d%GC+G%tU02$`$u{@8^8Bo}cVZ{D
z?Ys#6{)g*RIgPMetu}bt79q`w_q)%)d4W4|Kjv4^^1fd|3iHglkGSW#lmIz%n*-y7
z8uYLIJdf+yo8N9joZR8RFNDD`M7Wwt_FaEWC?x
zpuX_3=v@p`=))_;;$k+?<0FNFKDL`H?Y|T=f5ykJ6c4tr1@(I=2|+fJK}G5!-qdmn
zOD!GZ(sJ8lKAwXFeb7mR>7C;-UEr)RnH(MaUpZoy2Jd>1bY_1D);rI@9AbZh8*^sh
zceE+E3p$Kgo)?xm^#H=(26=s1HrQS$3%s(fnKZbaa>dmZliekDRx&#k?2(y)msI?0
zx0^^E4bGltjPR2ZYGBvW1{e#By)y@n#+Me`Z0!2*tb;P&jwDDs`e5E=Lm=P_U(7HTS$i6mI2iu3pks+OY({`r_Nl6|d0~FmN8?R`kwtF@CFA
zgN&E9W#?~hA6!tnVR?Qgo`eg}G8bpzkw=s3r(MZ+-P|mx7{}t>#(;T@0=3J)8widq
zJh&jdaap%8*CedQl76D=kH>+o(74T>TUzZ|_QIl8z(0a?2H
zUC9K%qJhB$moZe_GlB~UAkMF^5pYQXe19_sT$VL=vkC5MOF^wrl#6JE8!9OGGo)8#
zaj`($`NfL`_AijGQTHeR;T${?l@r;Hpa7ArS|ghc2-162M6n!D$`j&GOHl4u
zB)*{7l7}d!KZTvKHaov%o8W>(`}_H+8pYB;F^ftvk1L}=vNVlk`>_Z((85?$Or#Ho
z_(SAN#KGu&P$>xuMc7*hHz#4CFr$ozLN$*o^FXz0Ks?&B$=|3}mhTjPc(*0{wt=eaS5<^LuK$AxNO$kq+*gM=6aNMOPkAz
zGwYd)M|)&;qo=%~tim(iNyP`f5w2I(?Eq)R4m>bh<{=f+L_CPAGw$xjoXgnV)6455
zuUx^zb-0;}e}m97dxB)0>5eNs^ftLC;Nxv_?M-q^HTlwwfv84fEE96(Q+SUp13;E=
zyaSG3rmMMlE`~%J-tou+5mP~|%m!uMW}?T^AVa1uV#V*n_rObd#Jn%Qv(SSt;Z5vEUFV{kaYd#$E9*^62B|m|uUIc(L+`xgFYO@Y`l6DItRZ*wA#%mgz;*=_CWAM~
zp_@`x9(as|+R>Q79-xpXmWSUkTz?0pQqagobT{=XA}S1KAW_!s50LA7kn1~;s|;j1
z0FoWV^X(^FNY%xfP@92av>!mrK&>tA4RTHZ&>y^E&I$Y+pw>lD>j0=#0cw?jS`JX_
zJ5cKYs8t4PC3;CaPJ&v0z&V2D9LRMNXC67DnAa6)!JJ~wFLdP?BNE>7VsqatW_V~K3>0g`hu&%1K-xih
zpFuq*(11pBhurxiiCN@E98wi;lyMAXJAn-QKsF*%rF-VP$HCEy!#xWwVK7|=!%GKQ
zPk?csfPfT-7A?j11Q>Q3G@=p0v<09>Twq=qC$=rh{{syB04Co-P=Y4h0cI|~3IWQD
zNtXo5y>t>-rt9Br|wfHo(DTs!T}_kDJIMsm^xgm-`=wz7svtXDG3w^!z|&Tf(f&PsE`JCnK^*>HH2v5jSbMiR_#{g
zU+ofw_Y#5O(H6x8R})qT%>|}spD!*TY-!}{?12iI(BEJoGMOnHz@|tv6+FyxkdE%^
zh)p42uMfvHK^&=Ar(wvFy3!rh`y^Tm9?s{5e9AV7j8(JZHA8(@w{Qs@@Nfz_7WguV0
zJacg+hWtfCS-05}yI5!PrgzfkhT?VkRbA8Oe$aLF+?8F^kdI_G+OcNi6+qgt_MvYk
z7B)|Gpz%3#^%3~npe?LBmTiwWz|#lUE}?xfB4~or5>9gaC5(#I*t2>1!Z~CJY*e=9
z%P^8i0WQ{XCw!WQzfi=pA-MTn`6Gjll<)G530OIW`?HGvfX?QT9_{~6s
z^1cjM#;uF;`{BzlK&*gA^8T0jnliD;U=1=NvZZ2+1i?QYfN^4mr823QGMOZo;s~Qb
z*%b6aMPa^m(lYB6M`XJyX<^Y|Zzvzu6}%N?=e|v4-HXHP8;f=E_~9|KQ0b1QckZZ)
zr+7v4q-$0zxR7XobT$1RBrix?_BqA^8UsI~zXN}sb%sfJx<(4fsS>R}a|vLV#kEwI
z0CD7&p^*jpq#Y!b^}#otgfo1N=*>l#-xKkpb1PjaB7uy~u&77>DU_`aN@vED3CukO
zE~KVR@LrZr=USooFEv_}Pv>4F6F<~0S6gp1Y()!~5E1k_55R==yXWw=dHzN5@LY)7CCA*&yPC*;~
z`r^x@EWmC)#tK=;7(`ZHoO!13AZhyiY`k&6G2AJyE}F!vM+ouYI8H+Q2@(G#l%$D5
zEdCPu-Z&w4ehEQ6SlIaqHi>cP3NiI0+sEHoA=;Ot>NzXKjB@Cghp!O)6iZGShe~J?
zLtx7#uW?F4HLr1BA&oR!64{Jw#}h9IlR>AFcV!bbZz>Erp%pwT#L`o2n8)rFs$LEC
z{&|YE@F^#GUfKw;8X8)X^PgEEVo$TBK|e3YhOJ>HPK$hO2PPT|sHN1x3(Mi!fQ=h*
z34nkM&TnchN_%Mt6yo%NEJ~GhsE!$|lLsO#3>!SE?|m2zD2LXN%?4=*J)?YmZ318M
z#t$q^>^Q@k@?TNi8MYwk%{u6?j9PSFTP~)41!JMK<>HI4*y7QnAA#0B#F4GUqtH5r
zG*YlDsA{&O+Ym=|d{qAZE5y#PS%~jG;6tSOSoxy!QHJiqHW7($!j2{IEPIYeKQ8vU
zu}F{lNF&Q&j}>C=S(e~c*hM)(Bx{{fNV21~5jd_`@_Z+;?mz6Pn+@bkIcl;`JI|&w
z{vc0WzJNX5A9?mj2YcYcKYG_5`7>L{_*RqsqhHugL&N28`q$X}F3OdsYz-CDF0<$A
z=Sn|I{nz{`onkNdvVU`#wd1^@EIfW^b`QTmc@wf`Yz?y?`<>n8d_ph#=T$I$X;cye
zP#yrKriY5}|74pRl^9XN3#OVybijjB;yT-E95QsNG6Jy8?}ql^eq|r@GU6QADUN+d
zNy8O2GC^TBQzF``=2zl=#s4F8Kw_eFu3TZe2pB__idFY;r)Gejx6ECpvYqv?R1f)K
zngBIWhdOZ-Zli|_$yX_vqBOO2SK|~M3BO1^j{--{W76Z`x>AE}v9{1^8dU>Oi6g{}w#|CJFg($OPENzmsK=R&U>3o)s<(9lc_ABIZeV^c2CWK
zn`vF;OaQ3ARD5=yE%yF+2^8j|_TaS>I9trk9Jp(Vee?si#lVl}2;7R@?FstQQI(Hv
z#}fNl&YLjAD83AQY#B>%8H!J`lwpyV%w6TdsN*PlA!ZF3Z*c|ri_nMuf;uoEN|FmH
z-e?<&FnTN3$h!XRy59lhF)4X!uloh+Wy|Q4#%SxPhf~#X+a-`P6yTB?(MrvLhW1bj
zMC)O*8g8zK9o?1mFg={9hMVf)Fg2_pkei&U4ohD>y^O*JG}7W@+w!+aoU5zhlH@R=
zozdo|haGCzpodfGrkl~`%+V-hhQ9*P`Y%0PM(IAb+j_W=(v7z3dN>UC(mH{}f9MgJ
zbWzR2c0~{4sUIrvs~$E}7eMKnV-Kpw$FRmN+A8l#nXq%j;kmVRu~_QH{rRtp#RfNS
zYF*Poa8sW@#$Q`378rSm$7IBjA^-?%F#-YaCE_z9kMH`t
z60hF(&|wY+%p$D%Bs``o24lXq{#w4Lm9L*I4_`5$B@44Z=g!A6eqynGp9c?T{PjiR
zq9@Plk!uQUp=k7Ca86Am3S&LaI$%nW1$JqYn#%ACkvqSHoTWeTRbXyRR%)YjTNHj=s0yZfQdvgNVRbIUH8YAMO`%K0I7})sT;BS(9z=@VU76Y)*1%QP?zK*C6L;l>igQmoRA918ssTAWww(!%#wZgi(8HORX3&C
zuVWxI=FNQQIFcQ$i{&GtoCBzXOYN2`!`XbVY>=Rdgco1Luneg!C5tffpA)<-4JyBHp
z$}J%c2+_lcNfj`QnkUI`evJ6rZc3jNI-EO{CTB}EC|kTYNXz9OAwoVdE;i~kun~x&mAMxmk;ARKddP{+Q9q+Giq
s9}HtUw}>2Kg_59BK3=X`ma(y&!@k6n~6Wd
zsq-1UM@P**zLk!y^*Q>CeB4QWYp9)m+I@b$r~bhqpTRE_obKa)l3(rPQQM`W;+$)I
zd@u65d_2K$?5>{eLp|+3k_Hd@43cRuiw34$@NWWnfsaq6pK70Fwy?B@V05;SG{NAb+3m2Qkic5~mUQ{2pB8--LmFBY~bo
zK6I9&&5UO;(8?ZxWWU&n`q4zc8}%EA{$HP}`-iW?ArAk=KqZ8?W1#IM(5I-cBl@pU
zf0*dMLw(DvsPoQ#vJJDH+&CofFU2@U0x{(A_d5H;VC0#ECn3+Vx!wLJqhXe9kon+e
zjN%^SzobADQC~&$KGc6t^kLMmB>L!CXlNjYb1_gS36zKYXToP-oUJ6z6{zQPV)Py1
zza^SSjYMKtfDRGDs}zUTk|ekh^=A?NEvV1A&)GC9P+y?*cKt)C?nH+w;&3-QRFMSt
zp?)RNuSdR)@C_KJzGobne+wEqdK!Q~jeOe`F<5E((u(~0LMML(`OAdwLH@~Hr~Yl=
zkl$m(7dZ{@C
zwX0(wa{KT6+B^aI=cO?=QrA?)VfDM;?i1MlqtKAvWzc@(kcSD+LOzS|Ao3c*Pe}VkT`RZFC@Gid2|UeT!V(22)|zO6yq>S{72N^
zL-fm$uO)mX@~1TK9)EYC;Vt5@2Kk4CuSI^C@JEn$5dKfaVG4KL0OWrH4e<}yokF+$
zGsrUu-+_EO;jbZ|PxxEN8wlSoc@%neUb(aF-$#e-#NiXgJ;s$p|0U`V5dBfqFC_Y7
zs6Ph!?)rzq{Emjywa%It@VTrJkFk^lic=g;wM0J@`7FXmAg}4>I{ztXXy`V`jK&1y
z+X?q7?lJyC3KT;9VWK}1_4gBf?&m5$bPD2d5eABXkg0;$|6GPVlkhp1z*XUF%3{>#
z5dD1A4~i0pYte8O;WuEQStL*`>IKpN8TC~}|5xNIk$1KK-_fv+INXZ~UL*WzOeyH(Wn4b%sSejn=NiT;4%QIBye
zarh7&GKs@y$a4tqKt7A`|3h9y_%Fy;O5Rofa1ZXo@T!po2!A$%cnzCPMr74nW3qal60li!3qO!zY7`Gntwd_LiSQ`}=bVfQ(^{p-8;nD4A*i8&CB0os@tH_TL-iAE>A!p6~
z2YDvp?Sg{+bT~{LrXV*Sc2=o{Je}}t-LtaGqg}@=d
z#~8K1*@^z396ZKY!e=A*5?+M-bi%JfelFpQ6i+dhJAzA^s6(RsREdCgG1F&mp`C`7FYpLS9Aqb5UjR7|Y2Wzl07e
ziNov2*Ac!K`F6tphkP&LA0Uq&CWb?3FdCgT@wMXcppg{xd(@{A{m-cXGts-gl%otr
zjpp6$&(ZJ~;^0Ak8{x^wR}!9v{C2`K6i+d{j)Fq|EHq4a7!1QiUPO2{Cb)wn$VGh(
z(dQvwMR%hJAv$NMjP@~gzx`S
z<@Xr#NuYL2u#oUW$QKdbf&4ncJCQFT{5bNPqQnsMl`OBvxS8-cgnT*SX~=IS
zJOlZkkax9zmNGzRBvoW0-$8gb@&knDB0oZS9&-Meqpw7b0%d@+94Tob@_!Isj(i>A
zmB`ldzK!rkNbHe~a)A&QA-~5sObl7*@D<@E@(#kY6^Ey2q^fgK{{zwIA)iGD5W)4KIKe>CcOnl*iQzaJ
z@(GXmR^B%((}c$%Uq*Nm@&>}wkZ(oa)&3c1*i9U=6o)@1Mef+Nx&23`WclDH+vX2C
z`%o_OjsI})sF8<;Elz_`fP5?Ag~*>Eyd3#cgjXVen(%7HVgJ9K7;4esS;AK!f1dC<
zDTKEoA4B*q#Z!!fJ(^hMZ$rbe
z9tPQ#`!P@k3Dl1I_)X5M21T-
z))5}3xW_oQ(U~9#`7ea0VVv!o$n*aUH0&h_vM|tZB#?=`@So1a*%-%Ya@J5T>gU;d
zyZ!Uf!Al$pkWVMP5P1>d<(Oczoj_I?{8Xa8hUlZ!=dbPxDNS1
z!t0SQAbhQkA2rsI1dZBYY$d!2`EJ6SF~MSzpcVB8iGCOA-&T6N{-KK6(BT+y*pEDZ
zv$HMRk$VY0gb4yo&Kl}KeSS~9%-@L)bBV)obg1g-0Q#7t@DGfFm4wGB?lDS9oFvq*
zBlT{5iTp6(*@}CN|B?8)s5iEd=l^+VNZsPB>H-WjezUVm
z3sLVS`f}9g6MZG}!Y+>OUyX+OT?Sdjup>f#1K}%>uOPe*`6|Nek>5}F+9(<}5qx{X=1@(eND!
zREs>k)!FtdFu^*KpbqsjiM}57+q?BT|5|i-lsGgZ@4wBNxCsO8?hYh7gVBuo(L~>h
z`h!Hj>pPVnj!4ANhJj|0K>Lvw65ft{A>oHGG2hm+)4`4i^>tC=(1{M|#NjwPY$p1c
z@8x~N6i#@Y;_%3o#7RQ^`>5|~|1>mokU$y8eNeN4|{kO2uLSUr!9x=PwaA|!d#Bcf#kFWSLmGPgG$Ox@@FwK*2yaF{pYT@Xi+gaDe-|2V?_rSn+mJs*_j}?B{zseJ?VpQ=Wwt@y5d7pJUqN^Q@>PTvDh}_Eka1s*`qe}q
ztwe`q#Gx8_1L3vEw-UYr6Ko<0>X2_Hyk5tN8oNoLwdn8~acI;I#zCTQLVk?!W{mR*
ziPMVu_$TC)Y}Y@$+=Yg8WssGxf7+0T3Ez(iBF)Y|)Q&ut@I%PY>&a#Q4m8Z|X#n1-
zIJ6~6d>r|F!ecsRf#G8{gvTLoAUp{;?S+|`9Z?7kRK!5L>~X7bM?zc
zp7|u%|L3A1hdAURpG9~9@+!g$755nPNR5`Ger1;)+rJVG4P6FVm9QhiK(~`XwW!}p
z^ed3>CcF;$LBi{!n4pm)Sc`lQ;f)yR7zxyb`lCeOjQaSeoK4V*`sj$KoxOJ#I%E=u
zHstw)@5ex=k~rx>gXjxT
ze>%|@qW&1sm!rNK^xgFjg{eftEhJDi@;eEy#RRB4bjK^D2o7_TcVFs96o1&`mXj*Lc>-P
zC=CO>P6B11elO8yq5e&xH<7>XzApf55LgemeoJ~`%
zIPCw25r~-c|q5TJ>nSk~pkIUO{*x^6Lq2LLMc&
z8TqOnT;*>?!$Um`vis~pzLoGceH)zmV_@>`B|1Dq9I6#hF^m?cz83X+h<*j?
z*4!hPNE|xQVOdWH(08K#0MQ>ueFM?Q`~*(0&)7hC9B{~=
zV(cJ>By>1HcpCB}gl8!3Fd-$3*$P(QrYSwnSEbl5-~
z>e1nB;;hlqYZ>Wycd
z1!_lq!V9VLmXa|n<5S-N_RRgO52KMoD+9R@fT
zAm2)O8uAwj&p_Trcoy=5gqxDf&;NW+4B6=5dePZgaux6XYq;`$3w?TW)U
zEJVAjLf!NsbV%LlZ2J!6MK3vdC-VOGcROR%9k=5U9`lP7z;{8vqT_V6e;gWW(13A_
zB;@M|PecAY;Tej<{@^+1xX(g;|6Pt7h#Dq3q!Wj1bjWc!7`dqT5`7-(7Z7~`>T`&`
zP;vPFpL}8{$3Uw{pi1PM39rTk^GTdq)IUS?E0Dh?c~|{Ieb=F(ojBAZ|B~>vHh-9CmWaB0I&BVpG5fjK6v!;J`CIX;Lr5IclNp
zXZPVy+y`IK2fwZlep5H^QU7qq%exKmTldfHeel(N@O%5<>w9s`|9CHhPQI-V{!AZy
zXCM6aKKMR4|DC7_-syvX)Cd2f4}P={{uA;j9eys?i3=3l2T$mO59@=EcJj-*8hL`#
z(8Yay@QC6G#`JfctKU?Y7w4zO6_%uadD33-B%UopUzs_Sx>n6rY7j210*VB=0KDCK`c
zzKZB|d4?MXSy9%belO9t0GDfYk=E-DD~q55B^z`v{Hk*3%{wqbYOV7I>>8ze?VnVf
zB*V#rcH#u%(|4RrY}YiFv@1)hTh-jeRp*>YpI{V~J8Swh)bHp+UqkeBP=BNk{VJkg
ziu&|vCoazhqF<-!|o@UnD{F&z|)UjahWs1_qg!p5A9-psgg()k+_4eEpiU`D-!3))$@UpEl>v}b<>(xAXm9Apm46ow5C+M!y-rl8swCmM&`&HUo@G8OG
zy)4-$phLDIrvCuDB*WmW|9o`m0v8%W%+e^S^T|`}BTVwn?kr(3f_7`B`6viG7g3m8CD2=nKqP
z65g#ZkLpW{zUr%a~;eT`%g~AAssaK|VuH
z7wGSlTiTF;y2u=ET>fNYOQir;-On{ad{hT%&exYBeOat8EA(ZJzHHQ&R&_~x8zRV>
zqlrHNuB-T%)+dO4e}e>meSs#Ezm@1qwZ7Ep%R~C|w7Rq$_&dA6og67H4+g@aKqOER
zG((|at}(V|vR^!Y4?Ec%_KMf;VHy1|SyWmszP*Qy9}_7pzUG>F*TV0<(ELCsh%@Thc>^q2hLG4-&n`_38|R&K&b;!P(($fAVd26^7WKH?X1N+zC8Uyt$smioE;b
z*Le+Wn7I62Hdy?nfz5E40>0RFoY-$7{XQJp-K1l4}!VXMb}0ed5w)mJ02f_5hpc3JBMS?EIG153qwSvHWAUNX+~POA^;T$VwARiz9(h
z*s>}Dr4fIi%$F-_KW5j9_x=I5le`{EU$>5pm9Hj=nGdlMV%LxCWHCapL9+e^iB;=a
zy0o4v-hPOk8xQ>f1nzyjR{*(Q_
zkXYQv$`Z=0l9ICG5;G7gudvLLK(2s44{;s{yneCmGnNQFu57YDC?0r%-Rv@3QlDfO
zy5m&e^{f8v4~cC7o+Lh4&4-FnPqQmqI-A)=1E#26>kk|A<}I$ie#tx-Z`YQpF&VMZ
z;_@yS@QSME*(i6wCssetBJO}+SLW}}vnt(X5_S9hy_F>o3(7bFQ~j&T5PbVzLk~`>adHY2+#pMb5jCpe|4tnQ}y=cbR>z9btFTx}(iL54^-yGAIKKeoIVxnVm5_
z)NAAhpmbmli{&qaYedcjYE*Gi_yS81iLbC!x9JtDUxB%#@)dT9+l2dng_XHYy#I;2
z*m-dQd2^<^Y10(GSJ{;=OZ@HMY?>JKDjUnxy_;ci->d9Q$N`se;&%`Yx4hEP@~MAe
ze8X!M$_k2o0y_Ndudyt+kzcELL>zgIwG2~rX{mUYYCbC>y+U5C|Icog4Rc4`zge!B
z`8pd5Lwf1!tPI-cqt{tUoGM^QwMxhm`ENiig@kJlyFj$R!N$14^7XY)!0YxfQ+&S%
z?!RRZ%a#*Q&E#-E{IZ9Ip>|ctroYKfg_7w~zR6BYRI^i9l`pKy7Y<8nqWI!XWq=TqP@&3Hoe74p)%wD#ZHI9
zUi2@v?PR!d(87(woaAbz{CGq<#K2A*8$NXH~w-4r*1^d`F5bVGE
z*m)3au-oSqZ@$egiS_BAFb6$t-a_{PW^_Y>$eV
zBJTkT6@YmH#%1ZXi^~I5OBVaY@(xHB|2_+fi#Nj5{$x8lJu49DHNe!(gMZNL^!NJ2
z=&fvm`0#x;6nfs~b~Z5;mX%Oxaap(`T;ePBmj%=^?+g0GU*BiLVuQNy!GOql4@TC=
z_t+RQ=mR#{6>K^E1D5TEC^sF1)#tkjJRtse5T*uQ?NC=9o+*}fLMfkp1n%wIgDi4M
z#AlYktQ#r!Tb5N`7SXx%Q1n?kl^%>fE7<$4;7(<&SZXl&EK4uPwbNlG{^lb#(*xa7
znsxhIVYy5$PK8Ctw8|=LtieW|o+&%c_UFPmgyW4EQ^qVpC;L3Sv(V>-eyZQB&Bm
zZ=v>|{2JEN=0mJh4E~l`{d_RchknMchhZt#GOW0WE^Q>N9l!gAB_;UekcScQ&v{a%$C
zMyIT(@p68J#nr1*pJ3~!8mvsDeZlUE5Bhz9vWgPFue8Kp0#ku_{tI>|^y<<;uq;#z
zTd$zMBvhhW-S4wR!ad9q)4zm0bV$8U4Vz`fu%oH)L!X3xS%FH}@=4_ysZ^75y14l$
zOOExcuHuL7+ZA84D@6Ggb}`Obe!pMre2k@u%3MCVrKE$6a#cX9!j1TK{rFGNrDcOl
zg{~CbI{0;Mz%D^nz5fK`TXq6)3+TeEDdowc=rq`sE-T=JE22}s@2LfX24DOHjhDw80X({Xki-TS-EKgGD3F|fq==KYUgfC&E_34)^
zIY%zsP$Ipr@Wbq+emg<=B5LUPVg8W{*j}iMf6Z)ec|s+jU|D$xHlKlVv$$BiP|SlK
zZ$+@I)E9(puD>J__N#)VM4(pSE`z%Ig1S6GQ`~oyoePsQ>^^UF$NM6>xN>yKT&fHC
z^-ARr>MmsVK0T-&4Z%%aHrQF%Tb$Lf-kkXZ8!1wLVB=uvh1W~tvGba`0?d$j;|Ep~
zYw8*>BjUmzncw9VxBSQ+_j`4L^t9%OX^kFnRL_RodaCoo#$)y|_VaT^YLQw&upa2*RuL&*6tds8$G0}
zF{Gj(A7^nbFZ{|Lak)cbiPFWNe`Awk^_=C0IZLvZ1HZAE?uokQ
z^pxe-Q|*~Q%lu`3I7Q^kq6TAlgzNbQcFwDQ
zh7-pfF?>AK$uCv>H1Tx|Pj-95qW=JXwHr1cRRee}*kI$8C>Ab+&2Bv7DX?e*NEg%P
zYriOB+z&;$oAKA7D-?3@gbj$S?lrMInZuStF3=&h5f<-%0lj7ha5tPHu8HMAw=XOn
zisff}RKo>)sy7B;nwvb3Pi#pW$lr786)50Wl^K93WM3>#^r+zz(DOzB`t;5pp-A0F
zy5cxKIUZI>=nVlqbp-sD_EbYApl6VPAGU)Kj;q-s0DBWy#HWY{UxY-9#ls?g3?I!@U^sM0=VTaHkVelO0lkX}z%E9fSH&I=Um~N!DI;L&v&kRh
zpQnG%kB#af;vGE
z&hZI+7=u|sCK5X{cw#?)*eCW5;iKhX0jXZR0(#g7^so<@YKnn#t(cw2gR!PAsO1%F
z68ST+dfE(FJ~3-3{}K95ei9Es-+@b#SewMtp``FSS^Ou7kA{-k^NmNOCiCPR81S+*
zdiN5L2MzgK@43|<(XFZXEP;^jIB*tI-S%(E(4ql-^qg`xj}@;Z!@%3Ll=OCX@gS
zc{;%b^b{D-(?CFNSw#9UJ`&UFElL2kD7C}*nK%R@I(Wn{-WbO3gqyf_7*tl}aGvin
zTV5CrbvDwcd$+6ss2sgt3CQ_h{uU9@1$=@ScQT*DRm%op>C0cuhl{xFEKY1Wnctu{
zIzg|R5QDH^X&b?ZpQLIhsOAkZA&rkrQe7@6@1bULQ13!uKRkLQPfU?3G#p*^DJAIB
zfqc-&tNA4H5jf|bpf+FyS59hD48okztG?tyF2kx07KB-2+DLxYSUq0^^_BznIjTJR
zpb~_+0Y(_~y@dJPw`LSK0nN^=gN5TWjarWxzaTn`nX?2M)SG)p@8KVXN`tB-#(f@Ah(zD8OYVA
z@Yf@9D8VhluA)~Fr+|E^qGJpn
zCl7p34Z)xoF_zyB!);Oqbp02`^2fx#$M7Mdc08Q&{+Yp((_rJ!t3-16Ly6!K#RnPu
zG!EMcy^f6@3+qT+Kj@cLU&*(#@Ko^2d2ZS3Z@~7~d(_nV$RdP8WLCIk=vd`o`G0Y1So>#9D
zfAaD|J@VmsvT7EXu9Pa>$H%}(hu0IuA|Iaw6{cQy2BF)$?G|RO#^pGgw@ZH{-4)2>TB^=*97BX@F->x*RZ*U1st{F=~Mj
zJA&M7`Nib(PLdM{#DkO91!wcq#oDQSm^*B>Y@f>i;F4RIqjRA5=YHsI
z;fPp#4qvR7@1TD05`-r&J`?<5VjDb-2jO<%*TliP#1TDOBVyGA*tPw28ecjvsHeAJ
zB-E0S%g^qI3rjE(Zn<(gpX%xtgsE=dIXtzW>GifecRqjI1#LZbI&2$MsZBk-nchIl
zZ5Q&4m}I!svdN}bWr7F3`Zr5^sP1O!v4C<)A9wD$yM>7+@GT2s$q
zCd^?_p6PP>+EEOBYEl6o)r=JZ!uiQ-!I{
z&0^hbsK#wG;QrVg@Ppljy4n0We5^k5!`ld|^7VsD6E+ydb9ka$wji*aFls~%h~0sZ
zcyJC+liO$$9!^3Zor!I)N1dskWSF6VIFbuf*pe&wggo6V^l8A9+X0BFhmk3ViVW3z
z4+0aT5{7lJ(1Xc@!PI^JHLv7FF03nkHZa4mkG+B?j@7+D?+r}-IK$MBGvFNql@i90
zs_*`D`Ir>FaF}{DnR=IC!eElIJZc6r<#7{A3Xd|u?V@;jEQ8yS$45ymC7q+YirzH9
z8#BH8psZi%rfS>LPdqGm$l0s2>Pgzt#F=w>YJ#Oln57ROme&&BoWai(Z=A-j
z6sxk~c+szjj}dRp<(#W&%7Wqc!CXFkqRw}M#~eYq87zZG)v8}x@Jv*m+Qp_KwZ~Jv
zq!VHe($7mQpKMEUZ4u8F#l_IRFBS1LF=9547mpP4>(bOvxAefY^uVA$Fe
z<0+gCa;~yBkd}VmLA?n9PqZw2=K!7+$R}C@Eq#WyV8vH^?=|z)OtE=Bui&cdS*E4;
zq`3=t@>n=M(4M4bS7>1U9KnL;2(X3Cfd>J-g!<@jXM_$YH-El)0=|@KxafB^KNs%*
zf~)xgz4Tb}YzWO}!TTcVa9GY*C|7Vx6fS_NrfLto$pPoxj1w*6rhJGFC4yyK-Ba5_
zo|5P_)O%G`#fuiG_o^&-K>FiCekSx6>l&VYf~|#`@gYnoD8BlfP3~vG`n~2Fz9J1~
zm|piLceGNAhmczU8=+g4z-pu3${T$>
z+?`)syo4_h#}C8NezODt4W=yNBcU3=cn8$L;G^&!)8J}2pnKH;9UcR3tLB&JIDZE&
zSJ#cz{H`=O{PZfDd;lkl5s{Kg0il_A;|88`@(KE@TpmFSZ_lfo{u@;pFSwEW#;S=W
zq$Vp6picF=kbc`E1m~YSZsa3$Uk>R855Z>Oxf}TexS0=b`=PFeOgC3zq((yZEy6wS!vhA&*+^
z)m7&;_2B}z&TGo23(BtZntJ&Hdqn(n7cXv^xSAj6C;qaEKQdnF^aD?yTByKJtyJo&
z7FPJ(FOJ{Czi4@S4gc<>yVKn2CM*fOz8(K6&8usrn-_)29k|Bew?HA3jSx
zPh7V!CRxmCpkDkv+6IsDrET4bY|3wxIQ$roPq05R>_tB={YHt*4Lp8`{eRGf
z(N;8GT(E&piN*i9s^K|t>joZ*ZPg#`+t4arf?wn9&ob}O1u4=6Nq?LVi$zn>4srJ5
z{49=&KZn8mB&>
KBqj%AhW|fq7f+}0pIXsu-et)9ss(gq!
z_38c!u0NMfR+4PPP3lvx$0JEKc2%hLc2%hL^k+O3z<=6PT*S>Ec6A@3pBtb4%m=Yb
zQS;M2Oo5qwnApnQm40Imfhc%5
z3LgK=wKO}O5H$AmvIUY+|g6JDO7;=2eZ`PZkw
zo~dS3nkx9Tjt`sgKWcbG6kIal({zrm@8zhXe|ko;A%oQKwAMj}37_OpS?w_44{G>g
z6aIvT7n<&$Nb?nkwiG6`AmVYvtW0oaL*8?uvpRFybWtl?7^rdSiwG
z5181$3QQS}4^=}{WWqOSxW|NF)_l4u6P~PUH#=a$
zztRXg^?ZM|ggyn=c~l=QV5(rdQyoFG3E!;Y)=hm!eBC0oe5wimRx3ZH2iGV(uVobW
zWRNw${y-bC+k~I{K;@9fgzHXhWfc6d85cC?v%!=xW3f5{DGHwaLf;WrZc{mzWx^l+
zPnA%I3D?^fmPW}~W5U1G2;F7EAJ#Z@*o2pB_$d>9orVWgyx0HNeYg0{eMk1M_tg<3
zoA4NI3Q|qDbU-biVZ#6Wpo&lFgJb@suT|C+^vPiCUq{sni%s~_V=BJXgu69XZ!qEY
zT03qN-a#BC`71MJ=mw|KgvV%7eZYio(@bow2~W_^n6&C#)u1=R~{-*VQtk7gzO9&v5i+DC(!Q~GA~;000e!YKHLD0ta5amZiQH8U8ije?(wf;UIOttHpyL@MDV
z|GN6=oXCn&VR00^C<^X2;Wultwab7j`ln|cFl3Pa=>*kB!2?n7a1=a#%T=6E^*`h4
z3`PGPQShZv@HJ6zPZYdzOBCrn9Hl~o3AZfKmT41ykA^32?K|RWTAUzD$94aI?k05+
zTB>Jg{{P&8D!##lSKqGUyG-~KT04~{{D6j6nQ-C23u;3LOc^J%5!6S)15xmB6g>W=
zzMRn77g)x%GngX^zBCHHCJOF}f>$aypiNFmR$o^^snj~8Ki%;QSehy@a8DE^{0I~p%aw)Q)2{=bG-MZs&M;HRSC&1PKCIoct{)A6cZlS@GRhp{OcC*-{tDuI7}5{HG&FE
zxK7Yw6MkOnV5tc&);Ltyi>vx)(K^`Bo1v)RUj&sPj|o4g;k!(@zO$(^;T>A}!zO(1
zRxP96lyODFPnmGN1IdKjbeS;W`i?4odtaGI{*}7wCJUyFSG0^&6aGi-m@UJEf1q{j
zFyY^8Q@Jz>zDC1){C~ZICrX9GCS2du)|zmgpi?GXZ@;-OF0f*4_sVwkWl{Z9b?)O$
z_)}W>R1>a;Xs4L)jaqq!30HT`kiW&IjMudag(h6zX0I{fsaoXIZNha~DKp{wwDzkA
zC;8XaPtT~0QsGn-yg3SPE$z$En3q(JrW$ZX|MZM3Lk8)ejxUaa7e&F{QSe*S4S3(g2%tomlJyVj8{zlzpk$iQ-vuuHRe-b!u9fnCj1Vqe31#)
z+gYRIy8oY{0UPuT&Hqn5r5Xyi3BRlbtvn_?S?jpWgzN3>GT}mo)RJ~mi1+|
zUOqJno@K)SsI|XX#e4mKJ)_7};euAdZNg*TQVA_H;d3;+(uCJ)_~AY{=Kr*oQQs$n
zu~&Ah9Ry6cPs5u{xL)4s?aQGyt$eBpA6|j>N&d1-88ayZ{}r0>LHgYd6RvwcZWBI2
zE59oWegL>4|GEX#E7Y4R%+MMNnD9j!9yZ~6`S{oSa$>bsKD8HD^-r&m)tjMkK*txG
z@Xxe{ilX4|DEO|caLvy@a8-sn1@%$zKomS21&;RPnV
zT=N5pOt|OYs%2bb!gnb+O?dJI6|Xhng&JOO!Z&Dmg9+DVOM1iP
z|JQ02noSi(XQ&;AO?a|4GWKTQDX^Yah0bcipVBy&tmC@>uTMdSo}t$7nSv}6UZ+i2
zfeF{!S!%*PTE|5uT=+!G*kH<#G~8ptb(z>@!pH2>rpAO%(+CZi@VnLW0&6y9=ob#z
z&b};l{!;BA-h|(y;Ta};tA;yF_$L~^SivFxy88W5%P2HeIIZDpOt|GgRD#?l{1y%0
zWx@+Jyvm4^{^=EJjTr{~R1~~93U1ximvh^-j;EOLz-i6@&oX6%kwO1CqTq!lJU*b7
zFEZg78onk9zG0Wi|L^xJm8Bk2g((`o%Y?tE;Z-JlpN7{)!B6$ziv45kyjDT#$xs-;
zvVW}-#NO)5(kC@M*@VBP;Tb0U9~$m3B
z_Jvwg#*Z}Tv)+V1tKkhMyijZClnGy>;Q0L|@m~Lbx0cats_+{P51a5B4QIRi
zPR*Y*+-k!Aq2cj;aLm7?WhD2>V608UQ%$(_=PK(mO!ycLpJKvq(C{o1K8tXYKZhyf
zPOUJ&9U2rU)0Kb
zO!&}WsGKY7#Z~>AsAcTx%~13&OT#No_-z_qWx^XY&*y*%e?TjL*n~gx3(fzpHD#1(
zBda&zTeOB6O!zJhKV`!AYk0tfAJ%Y5FlGEz%V;*?-)MN)gny^utfH?LWW1-cI^KkD
z)9_Rc@A3a%(K4o(D%5MZ!-ThJ_+k@YxnJ$L$b=`qui_i};sTqYWqA5#Fg8uCaClGO
zk;Q9s95CT!x2WYM6YjdKnsQdzw;eSN`Ey(|1Lp!Jyx_dL$}KhFVeM$9R_mC9>t@sX
zq({90A7a282q*cc3h{=FQ-%uT4S2HwpJKqn20Yt<*Zx8sF^~4u*r}RXZ@_i`Q^{#C
zWT?zkE1WXm>U(c09x&i)S1K+UaH|R_|8F+naVoCrf7p;Qz)*p`-8+JT2Ha}E2O02q
z13uV*CmV3%6r{c_^mbsJf(%22p@xR07;x=9Jta5GfF~HrI}EtpfEVaE@qf4>W3iqA
zJkfwJHQ-4GywHFr8}K3nKEi;nG2nO!P__S*zrm0(%22^=z(*T!j{zTJz{?EySOdPx
zfT#500;@D+r1oa8Dg&Nozz-PkbOV0afR8iawFdk;175G-kUvt7>kSzVh6+aYJ7vHp
z7|I6>c!mL&40xsiZ#Li)RryzQ!-kAWh6+s6ZzA*t18z0o+S{N?ZoC24-eXnpWCO0h
z*Q)fNYRE7emJ9=av!UZD2K*KSo@KzN8gPdJpJu=d_Gtb;jcmFhW3i#a3duQ~8vyQc^8n
z>VHb!ncHO{o}Z~?D!_LroNh=rA)RMPpGSIyA>E4f7DKud>3xRuMWl}!(pQi^V@UJ!
z1Ua71>LsAxJP=?=$040(NDoGOg&{o*=`DtIBGUT|>5)huHKfNPea4VZ7Xa|ty#$O$
zI^B?-h;*JIJsIg0hV(5+Z!x52Aid9!o`v*LL;6;v&lu7|9sqt;F9EkBoo+}kKswKm
zz6Go+tK`luoOBGPAi(!znETLAELdI|U`(&>iu4y5x8>DQ26VMxD@^cF+<
zO{Di3(z}s9YDmA0^cg)ZKt=We;B$Hj_!ZLWhO{5)JVW|Dq*oZyA0oZQkp2kieTMXJ
zkv?ij{{iVUTKXQ+(W3zPTYCxkFQn5A=|3Z#XGs4Q=@o|b=SXkqO^eqpe1_jKS^Vo$
z_vpjbU5`TQBeLQFNR!z9oCyirx=K4Gq)@fmMt2dc+JXV#0z)K>dAtY>S?zm
zNzA>oH>2An6hE~PgJn}@dY8w#mpm1T?2K&XPIPaI^>ycS-kvdIEYzyP7;d_jH!
zR+_+kR?fXdDVv%kTJFwFS~`=JM=V5x#n%nKDSRmz3to&73-2B=P9F}~r%h>twQg)5
zQ4xQB_YKKvy%evpACe<6aCfT4Y+~>j@wz3~@vrU_7c3b&e58fh+bzr=uq60j%wgpL
zi{0N}+`MEQzg{Vj7-J|iag4Fg!xBIT#f159IjPriY#4StjN^E%h>a0I7@w=r*
z`R%uhKl$4?cYT-~%*C9Tv`?(&)_oqxkB>DZ`$*7}?o&lKI+(FqumJ`*raT504Z)=q(k}
zMyz_7dOpUTxMG1uzr(4z1Cf#@#3&k`$+70l#);lQKJzvXU_NO=EDi90wPc2Oz9O+4
z%5mOcg!f4aO#T=eb7d;1Jf<>CAC=OMIw~s->wuM;NyA$44pq>GMI4S;_!Cza^(WOj
zK%yD}?ab%wF2e7ifKJ}wvZa;GyB%$0)=l#Urn2tHC?-e1E+TF@>ZN(6dIQIp_e?+c
zl75rLS&xofQvN!)w`iUZ%_|e>CM}mZ?^ZOk(mmb#614NB%ImymEEp%Mr9%oxo24NR
zxeXdn#8`Czg0LSfB}TVh6o2*T_5I3-*#+W>M<+Q)C|phbf=UO_%8g~DFA4syQR6wZ
zMml_Dk;RumgQ9_KWr|f|urt)kjbhHSo5psdH1(^rGLCtNYOQ<%{K3oOUkk5KE3+<7
z@dn44=4X@}R#cgr2C-pTa(oK$H6Ig^uMSvjC>%HIf30eDW?pkzW5gSmKgCabQ+#{*
z3jU5?i2RDD`73W6d~QWQ?ye_9R*s#8-OW2>4~ay7CO-}g+Z=n4$E+cJ#$xra0ERu6
zeLKyhhCKr8I$9)9j_N%iiho}D;)ra(mvS4=_umoTTbJ*t?u))9(TCvYGU^ZYhd#}rpoi_uI2
zbvhDBa)NzlU^6jU+!S$S(a0NGh_o2iQi2QnqzXr}Enn{4
z!^#h$@uJ-hc@J+5H6l+Tv9KuV`m(%0j5lCOnV5!dH){i{YmK;`+0A597^*4$yl5O(
zCe{`u4J)($2gw?%rWTmbAukq#MU(T(taWNLTpII&7jhXjWo2vk{t!_|fNt~=j6<^?
zjQBC|w33=hjrIQ59`V8AJYgJQGRtXr9!ECDvbF?F@Q@qUn0D0?npVkydghHpUS(xHSf>X%PSM#ApZj(U6up!yDMjyzyv~3}0h^)!;Jb
ze*N%Gy>jGESLLV(3ppv~%jkuaX+&B1zF5UEdjrZu14+c>e@yc7#FJV4^qa&-H;(0R
z1Zf-dY)ero^-|=cJaOnxCdJTnh>o8mr_ZH+G(jgYtunSpOlY`sx*+JY1ftt|^^{@=
zL;6hrZuEi~Y+&vo-c{PLh%mir;_yhlOK@1njT|0^HfWeuJT>ocvcdhc^vD&ti)f%B
zt=7_qh>ha%r&jZ|Z_|z=ZXmS=GZoh*UU@2=j~_3luSw^p|5Cht%~LE-rq0AYXF5_~_H=+(@zH>6A1Py{^lP
z_mYN_mUj^+XHCFiw1H-D>_9H;Vn9xs@-uQM~<`1-6gS
z7l~Y@_|`M`PgLesVi?WVy)j;E_h}C;08WSs%8QGh8$>G9
zEEYcJ7!4I}F5ee(l>+Rf0>67Mi*LL^QGmbQASSNQv&Dc0Qh@W~^7Z3JQ!9+Uq_`h<
zwMTa1GkVolq)8yf%JrkuLN}Ndqt||tVw@G7&(Hq<)(a;(*Y#p31_+PVPR!!aWh=VZ
z{T@{xV4;xrd!2$FJ?Trqq4r3;qA2g80hMF1V(xQeR1Vc|&^dIqiBLH7#FMGw+>Ocn
zJe5niHz;Oe6%hk2xxl5A2NJ*)g;Q?TQLAo)AjX1INEg1ytDA9H3^&LXUSvKYo%0Dt
zS@sg0bjZcERD8kziFs9^NoU>$FtUevpyGk6m=~)s?>e1=9_ID6YopsE{T1d7YZv)V
zGx)nI#95ot`Ghv{(M^;2M-#=@HjRBO?JZWWM<}lhNeMIF{rN1gfTddRpDc!c|_dY5=8Rf|WIxOzbC*e2wc8ypN3;Dbc&m=Lq-wk5i3+aL~
zzV>-Cobra1>f%DgVbjnW{X7KPCU%Jf-;u+agIlUAj4SZN(Fj-B7JM-iEZmJb5`t
zX@)n(5Ny3x`839kr(YIMItP}B@4hf7hO|)p-3zH?oSF-_II|rbo33>HuX(Z?jo~+x
z#vy+xcE2#bUzzodY2Fn(m)CF!ad7y`tUsRS-NNm>QVkPVxH)!EtV7PtWG!htb6Gj@
z)}!OaU7LT&oe*
z9;FNWIpi9opSdqj+_NQ(f4@~+uw^X&>(-qw{)S5tw{Mx5=hd4)(RvOW7c|knD9_h<
zzteZ6e|~s-E1E~1gyx=!bI9iWl2(!5x?)BVnxQp_jMbIH%)v8df1GA@7woEJY
zi1Hlnf2UR4y>)WpqMoX~y)I}K|G9M{pW76PhzY(xtcU-0kPa4t^f#fF;R)3F4I0
zCZ6Ax7<2J9v=;Dl_QB&cI*akNw(a~w6_+GBJt@P7Azi;^S=bthRM$f01|!`ee(M><
z^&_IhLEC3@t>TI83EU6jBiko&XTb8VkD6Ho2_2FkG=Z;m91_c?vfiF>!C@O91N
z;2o1k9MXy$RGta`50q!3ze~J#$8~~b)QN~ii+C6oy|jPw{>^|68s6Z4Nm_cC>OR8#&EtsEy#U!QQ5=BfTjt`PmuViysE_lf2SSgbgfq
zuaL<(J{*8Q>DX{@@Dh`QTSs`UNaw(+OYaZ&W#IRG%DjhyL7wxZ
z(rulX^h
zxw)*R-tsteQN_w3%oU`LRuyNZWU{qv1asj!tvAaNtxIP1vmrYeFP)I
z?&yPng}IhlSm+Xj`@ya5-Q8%zL(}Gr@m>beDNi!rNE?$kig&&;Td1_Ft)_5ltC{)i
z1kNDsF0=+ktf9ct%o3|V<$AUj-jR#EpSoqtb;L3%v^9qIl)V((q*1W^V#GBUzip_W
zi}ICMBCd?h4lx&P>>bWrdYe)|hw%C(kY}^86S+3l0*`^9J$OyF~Y^H*n|0{jW|E+S>ADDU=7HN;savjR>V@y3A
zJ+pw_dNo+Cudp
zLglV1z=s8F(3C4v1$nmc@V|}=NF}!Ez7dtR;+b`{WeTfkaXO}
zTusQgLarBZw$cSCvurwBYvs1@4nn@9?_t!?hh(w&bGcC=77JDH?-V|y5mmm+yChT&
zevgRZdR~sKz)
zr@M1Y*xCi$fE{z+a$I!xLkDQjim8y$W-ez9Er(o;N~AD_%}+vK#BRkZNK|7^+rSp-
zGuUlVhnSr*nu1uz>#`-TM_X5Z9&u4RHW&x#!_R5g%f4EMKS!nRzAB(*)B
zFH8NMA4)V{bW?CSa_B51Mj;#Nh?y7Ik{w1qP0~;C%zctun>r0&oA`lSTZa{-NgGBo
z@`FR%OA_&)-8sP`cTVNyJXC6%nkRS9%#&wgQZLWWlP^ukmzyC47boS*
z7jDXzVP7ZGq$4yghc@94MnAL-&!@yr@1*f)b}zW}OODz1e85_klg1VDGl+}S9d&zj
zATQ2)eT?9MwI+NSI7>LydmtY5I=Hng%(;qJ@-z2rhnPIXE9IKc@--LMb261xX48^@
zz&^=jf|py)yythYatSioe!(e|_NEr{uEsW}oax&sd7>R11}HT1*z))a0)==cw%pL;}`c#}|)z+4h$CWT85
zl|0M4g6kla>+_Jdg|;Bw^i-aFe!Wv(2w@U}Y;DyF-gPeh`0havvKt{}d$>VOg~{rW
zNtpB@zn#GBxpo*Bup{?6*5Zt3u0QVwMets>r#rI!KfK$z>b1WLt^R>TQe0@&VE2+#
zZo%_z6dZ6@Z^6)@_gX{8|Jpj~l^+z+sZ8S_5WNZf0MXnFeTiPN`5Ht&b~VxN(M0ql
zETaahzXjDaISgUWqG8N_{5L8OkN;(V>khHFd{S|v6s(W6uwx=hf$4Rc7q?U*1D++#7R*t>_4*r1nRBJ36}R8Xettbw`EZlewb;bc9K$
z`SavgmTVv9$lkI4y{Ezd)l~>0r*Z|)yOp&(!TXQttXv?!xb_+T&;>|9^Vz(bCQUjr
zp++=mmPY6(46KAa5V|(7td~$(kt#^h<5v^wx#wzP-LRD=VsCOy2DPVoh~^``4U=dd
z#f)AhnoGpT-b@iRoy$N?2y9Eqd{xg#Fs)=FpxN3|?hP*_-O7V*<;gbWQOoWp&=b}O
zD%Xy4t{~2^ehc$MZE@zdU?KFj{;jno7#mB)L@AA-U=W9XRa!%J1-(RJH|M==8Y?IM
z(otb*5q~HH{FPveaF>PwphPQHX?
zdJP((*(A%{eRgm*v0uVSVVSd~Z-{L}yp8bvKfHxTkzZ4fd(0g$an%@c0*Fh(A1)i(
zrLXgAti#!~z&B3Wnvv%tvw8+AZ1|h}8rwjJJgIn9mhb^vTR)O_{bn5Ol3+AUBY4*W
z%|^%BnPQ6zh_xY3ZUg~NEO0x~Njuj6Bi&e{uv*YE)ddCbp2^GP0$iTWW3{lz7bjV;
zQdqD$s`Y8wsEsLTgVbaea2f95(%JYi2Y)2C43xHE*=fX*L%a4xd93_7WsjNQ?>vXo
z!+va98V5@&HTCWe_Nydn-BaU#PUqG9pyVi-UKk
z2rHewuMvYM*RyK{^CtIaCr+Vx30p-Ewu%85+Y_ikp^GZSaWlFjhnnzPhI`zFt;Z#c
zePTPtdwD>94UKi3w*CDh>O?L&S|v-x$RfsO1O_$$Wnqu4klUTj!_m_p53p882T-U-3K}R)*?$CXOdZ_K
zHi%k#e>Dno`wgs|eBfy|q%otv!x_E^X3@XTYAyc=objoBs<4IL9O
z(ouCe=P<%HjBYhX*@2OTFv?JhL%xU+DjXQ)klh$r2qO(8fkPNw2%`-_D!MSrQjC~J
zDq*ByZKVDCj`Z3C75
zsc@+!5IW$I+AJZKyZJ9}-nAV#`vvFPF_N{c9>az$-^saz{cNpX-;F)IaEPsS;7M4+
zK*#_zgCX7`1aG>-C%p@6J`*Km-Olph=1S-Am3dCc4EJE&{7k8*CAtsO1_mMOHgYG
z#3_NG%^a?*Smf?Y0$g_JF>VJ<+rIMR%$_;h=8(r?&agOEQ$w`7BNMH&4H1sD5~Mr;
z>5i1*c@wzw4wLiY&QnB*qVmf6hz|cN3o6@Hn-e_ikjwi~blwduv4;YeYI6#Oe(sz=
z1V7?%(ZqtC+ejv_JHxzbkbK1&l6`>nlPvjiVL!Hi1*wrIIPxVu+7;`#CY!DtK0kM$rm9jT?5d`kUW{RrhcrWCbPez23oVa7Ez#O7JJBz
zJ!Pk5r2oNu&U=wKg#Zwuk1cf&QVD*=#8+PZT%3C})wUddOZ`YRAl|$$MaY0hKt7ri
zrlvj-k&yuo`5}l*rjvQC_}kPU<_60R&!GwYEn{(^Mwphgl4W6rzv;`FcQpQOrq_;jbj$Oca%x)P
zSc-5-;FA?ZNJ+d*{!2G_5oqJOI}><072~gik(N?m=_5{r8m-5bjaeJSdfeUFQfp*-
zI04}alud4r9O?xB+QGj)d}63pVlJJJVHoC%{h&m({Z!edTTV&?&5`LeIW#c^@c&*V
z2Mok@LmCuk3VFe)e76LL(~9egZE!e)TZekHiZj9_8J#mV;xX35CRW{*n+Go;PhOAP
zL$Eky&?n`vxHE|JKVc?c4F!Y?&iwV5CF@N7Q2i~mOeHH~RF4Q*CfHvN5v52OUSO9`
zk_4b^{WZ!45v8Rv67~h8C$>TJ!W7%~24=c1WEK&tQbf!qHL8^$j&RS?zQ?
z8mNVfN};$)jGj8`0&z4QL`-TTtJaBGziDb%Av!}PdL4AaNO%?GL~qxJY1P}^fp+nd
znSC#Z$Z7oyhx{po!D`Xw5w@`Yj5E6)a`E*<93oAGiNZ-SjfyUvQJ&NVnIR&bR})w`
zlvNA7J(Pyv*PedtgW8!m%(y6=+z#SO!NDD^n@_^0@}7l&rf`BSbSZ>+e7Sr#`M0+2
z7fw=`)m~D%I~Q@pEhsD{?HS2!-h7g@n3k32u=kU;A|5uKKXhqZo_qxI(f$pS|F$IG
zrz~kuPHQXz=$v&mL-ZjR%2|61f`>gqHk7kI-68)CM%@;RV@(@0v=JJro@?G+Lb^E~
zOB(buj-xi>R&%(sMk|m58j7i03m4bb1dXx{BF(jhIN%{-pv@sah*`2hYm4yrAZf1n
zG6h2~PIAiRM0ucUMPR8LY@Q9advJ8Bq;YgQ6KPtYg?{y#1p(&P;A$JCI6@0era3e;58-QzV_j(?j1aEI0oHv2zLi?_8u3R=C
z^l3NeYQjK@Cni?x7~|-sAndBl85Nl$9NiB5IkSt$veaT>EbZV@Q;WvdLsYF07_#vc
zN+v7=nCFx5OlcVw4rMP-i>NImt#o1y*fX+#XEP*pk_-;f0$Y@xSdn-FN5HTNo+~e$
z^u+Rqc0x_bw5kqxlD}NSJ%<>+`Z5exhefda@miz(90HKi!Tg%-Bh-a+`A{6GK(7i%
z;t9Q~!?Wpor|cO)dWA4MqJ9$gyW595WS3z@gjd(%hRpO?5eKtAD`Fy6#CJdh31p%G
z%8g6n6CkDwwz&g;qaio}ESu_CV3L0tMp$2lDSE`gBCM94Vo6sKaR2!gW73WAux)ViGQ
z{h6{0AlV8d^2j#+ZVox$L8_BqC*;^l_%O{aD=C>nqnMsHqryWD6f~oYG=tOz=C?}I
zfJ$h<3n01*8bA&O2`p(sB{bnV;G_w`MNYXAnm~RnX+x!^4V9WUR6!e7v~n)1MF9KZ
z?~+HdZoIXEE^F*bXDvn8qZXk<+Q}`4K+?`F2BRuM=Yeq;6$oS-tLGHsI8Tus3?LV0
zzem4|xM(mmkZBmmo8LKnZ-M<85wN|LJ2bV;D2xgIRsn1+Y~`wH84W|lXbNa;rfEo0
z<{zh75EQxxw+Cg#r}KQ|PW~KTJk4oA3wP+vK69Gr{}$!k7dRYfGrz3J4;^$S`hP}K
zsBtTBzf+zBZV6;u+D|9@Hi3nKhn(_wfD+dCCX9mSi$>Q@J}!vsf?rHF;1c#gU5E?P
zIZ@;3h|3A0J3%lx;&iQ$!V>D~YNG#Xty2$9i2e<=mOh4-jZw9%@JvK-eE{%`u3B&c
z>pCK?5~x)G>h%pOr*=f9+fb$nmWwBA*|-vq-=?-CuAiES!qI;
zijMRX2C7H;WPWMs9lmi|m^NKB)$Pb9KcI4efFrcC_h-ZDo*uk}a6%W>YzR#uoNzkR
z!}i=u4ekNP(MAlFzo956!ma0MG+<{Cl1j(kE2!jVsyGJ>@HtbjL12KvC
z99Qdd{_(flwMrhUFo?C-;GmIc)3nekMTD?A=Cv_MHTj$V}(bS}3YG_IpU`m23dAWC5gdNJf`~?mkvASdtZBvp%4m<-%=x_i|
zG#M8vsO4N_tsFS3PiTgteh(IWTmmAN>(RBJe}@GC9!=p9uA0JqWJ=x7uM3mMN*5RB
z??)I3zI78cEOTRFc>czz;h=Djlja6TcnP7s6lX-5wkr4seOwRn@H}fc?4I-Gk7~H;
zdUzEXpKyo1fLB4CxAk;x_ixrZulxk%5De=Cf%VwfHGvR{KNImzjgakCoNFNn8Hj-h
zwixF90ThvI6M$`9UHnA&-QpX<3Nff$h{p60WMCS8HweKotw9>4G2izQmNjjJ_-KsR
zicvO&m|U|%n!8E{@L>$
z=c3UD5JMnV=VPR)?{U>KRv0q;6zE!JNenq??+rUb63*d{M;knoCbWlzK8K7^<2Gz&d0S>JXD5P|-MfSN
zoLsPvt1f!k5f0@laY=a^{OTZF=XUtk(rmca<5~5tI4drSB`NdYjYZ%R7K)3jIc3L6
zL+dH;no59+QrxKwQEhj_VR1^+Mj|5#n(2u+Awf-x<=O~
z;D5svUu(GLYmM>GMWr^_?GD|&g+%`Y$2jC;w{L}GuxZX^nhs+Bic-#10JhuEK}QOV
z(l}d1;*aw*$8Xa~&#Q3!;G^|&Cc*y<+E0CztEO{Sp##1ZxhRw%o$Tv><9;yMmrA1m
z>&X9ZAB704=6|0Z6WO-`%(LR%^XEew!sR5Sh5ox
z>6t=BmBF|E6*^MZci43DsrMo6ffN7R=WyhG7w5~s?~l^)dgUUgj91~hp*5TNiRa%L5el4vD7u??Bnq
z7rAO`SD>4tx|1Im$H~7!rqNN)qq&EnAhtnj6+bDFSnvPYAhBq63VMZYbg|H{Qsx`|H7tiSTT#
z@NAcHOz~_xK%8PJ;WO-eMpez>smXnW{5%FiLXKTYb)^6)ZvxOrqk?53V^oP{mSQjz
ze<7npu^0}kTO$k+afhxyP!M=7USsV(7E`0RWgq9)7~?k5pJHm@?Jkj!PXVS*)N4ci
z8Q2hh^s@Xh2`CLlAanUNvGyf(BS;=BU2dbBu=+kK9r>MD3A?ZYc0PqI4jQ#G_pr8u
z;0W|vx+k_qdY9tsc5ma%x|}$0G6Gv6VC8IrjY!4GY%W~-CJ}XaYO84eAaBPMCX`F>
zJ7pWr8v|IIi?EF1CGHxA~V?ya&&rSW@4`lA6hs0}fi#g9phFAs_2Hi^UPp
zJ>bkQaaUoTQ+^W!Ux#}bIv0t9w5X9CpcSwSiyD=$x*|jljYL6xQ!o?1Nz&Epi;#Bg
zwYH+MHqAY^!_XkGulV#a*?AYG{(DB!or_dVnU!NR$w^hT1g_b$sHa?nfOAS5rgdK?
z--36)9&F=2Y{SytMfN{qoV}v>-Zxq=K^3i=KdrEK&pjz&9WPozcPlw%CqtVQa!9%$
zd~R&VB3g9eTCuiD+|~*wVMm2&$X?D>FGpY@g78@0QY_U7zCwO*u^iSB0R@5fYs#{S
z@D)RBj52L(!&q__snWjtIM*Gp)#q+WtZ*ZLAoBL$c*pv|j@`N3z|{*7QOc})WhCw_
zv@C}MTlEN6P4=GZ^2=0z@FLp2@1(;wf0U#988S|AWa}SAK&W-IU|5-w{U^@CGCj&6
zK1Q2(iaaFy14*2`75IJY^L)RDM_UEU=6QrWbhwXIOZFe7y6F5OOl*f`jGy*@6v?2|
zI@MbCw)d3YUN`1nk2=xC8*(!BjvqrI32dZb(B%*UK@<$a6wn4f0?F>cZs%eG+$jVA
zx)DANfK!U>+=Mb1u}53jC~Vq>wmi^z5xRLiB!8u|IZ?hDq2ew>%pD25nSnFLqR-VGZ)Ne|v_@UMJ%YS4!{EpaY(g0GB;%8I|OB
zAe=c0#}CUUv6f2~UQVMsnLOU6niy*xMW=yJ9!(PHY$0xxc3MXI6>4LPD=iy}?ys$$rZhV0V-%Px%z#{!;T>Q4<1MZ+`)I7Lp-lZY+md
z*;1hU7hunE#7oDTuu$FD?^PpCJ~kl0KQDsi2`3<$04b&OPg*W%*(6tn&V(O<5VS*I
zPhoMVGL%n8lN64kG9=l5Mj3sTbHikkz$tDwe)q0!c4c+jf=}aQV0t7=Y>luK9Z~d-
zDoFif)ujy?OMtg)OB>#9t#&=4FKu>Zv-rUo7=?$q>P{F1d@jyTl1+i24dlr{dO1Z7
z@@fhOA(#(euLz;du7}{gE`$za5O`sqB49!e1y)Iqs_@s9NBebqs1SCz9zoczV5ci-
z_qhn`HC?G#$l-k(^%>x6ai6Rt=S$e&dg$U2Jv;(E+%}n&pM-H34!zuW{)Ll;XqT4U
zxgeTOAp+YT**^_8@p2I30cLQb1^EF2wrVs&zV1a@{JP&vMH%4Y1)yNoudhs(
zPCMoLudY;60QwG;IfyszY5&;<8Mk9Rbo-|q;)amXiGv`32%!s_M2G|Bi5G(~S&9XR
z{C2Fws~H2PKzuNjKfr~fHv{N}qR{|DmfiisJvjC!
zi2?}>f};z|eMVuy#4Eyr$tPC_3-*+ppixR7If|6P6Ab9m1PLSQG6+OkOXJl7aSj;W
zQP=?Hc*F<(lCKQS-5GJQnB+(OKm*4HdB2*)%G)Xs`~SK&N1`F(ni(Cv(B@VWIXMmX
zNLr@NG4Ma3RXPuVC*4qs*6BQel&~0h=LLB62&THHan+tzUt7{Hf^|4@wOZN6g7;n#
zmK42*i*}6FAe>t*HfKa{3-koWBXHx#BRd1m6Tc
z4lfD0bKJMVvZHf`cY&z$S?CyBwd$fJZd@YA^|2%9h-NH$!4KXK-6qiu4gRuD9
z@w;*Bqx*xOaB?@ww4KH6PR8~Z-QuX}yuj#4VXXskY_jls@x=DP|IBz?Tf`O&KH&2w
zizaY~o=eAPAv6x?qaOhxD#w6z{p_XfFgvuLBscDFFpy-)?YO-cfEl8rmcS=W4fVrQ
z4{QT5aH8qlubxjRg{HJ*<4yF-h-t9I6D!8a57{c*gqWHiu*hX}YB
zfB}ssKQc+VYi%j;Ln^(Dh2-ZfSyB3U8gZ|ER(th#QsVNo55
zvTf*u=3U>b5=V$LWSH%w^Y|klmAK*oaba+R%2Ju$Re;_r6_WiMwGnid;vyV`hDJei
z+lCQ!VgzA~fY>QvUfaRq%6{Db`{CBl#9e0zQzs>GhuXAhb76a+Pu;s{H!uWSNo@bR
zuryKU6s46&mayyue$C{FP|7O-NadUso!Gd9QrcB_;q;T{2~O31TAvEx2)Uns?y~L5
zh0h}(FdgRyTy5dl)YKJY{{u!VG{7lSNS{txlp8J=RR5(3W<7)zp$T=G5Q8FNJq>}U
zt6HG}xOfo4=;&e@#frOeNBN(aAG$h2oPb)|>2QiJS<)sp2&yR^B+5Y)ZF2QnoT(+X
zb4UxqALBYjeo{8$O6D}ee35LNfk_K=!FGUyd*k^1F2pgWjZ*|)I7#NXC=Q_+jfG2x
z_OkFHVqq*-P3}KQd;2#C<*u++1WrR0&th7jS`zMd&<2Or3$mBVka9YtB;6;SPq9F~
zX>+VCs6o_YDa>Vuzw8<%sOndBf%OoOgkY9FhqFoeE?}OA+3}_%=6@;-`y_PS#c)9v
z0ybMcU6XL3jINZDKh!iyy?RKUN65BN=eSx*HYSMjwRn+C;vLz+eva&$2jPoHHy^co
zo8lbVp}}I}S7U{9c!S7|3uw{+OHBsePYxzJvZdqw@cYTEA4cML2-hK3{Ui&E5uQ(F
zNfry7HplC$@RzZwC~Fe-%oA6w%F0AqI!k5NWM!hArsI4~(^%C1hOhCUOz>UGE6S2i
zB8{@=#yhf+7P6#cl(9N1gm=oMPxzWD6fVY}QurX!DEz}jrEr$?4qsD%yaih4l1Oz|
zW%+?grS!WvYdig};A@IdCNx>CM+D)%uG;Y|6~hadHO1YFP^W3$liKNg
zt&?oRR%#8-aAfCT6hy=-{1v0jG#VA&+?|1Pv&53G6ND`MnhKQc`*e^u8^fbH{_SZ9
zSOexalvk7R3d`OOzPHWJlSdb^Y)F5$G$6lb%oF$>gWqj=HTE_5ZN=~7x7Un#2EPa5
zw2`f0rZzu(1gsHSxaejm)Mv1Z}<4xV%H6!CQ6S&HXeJS*_L1JA8^F2-{m
zo-RCBiO;-FU#E+HY?o*?Lso3knp&`vATen<-_TzG7^F+L(LE4XeTD8g13|rJl
zF*%%ltO4{O2>Dm60d#@%fG${uE@8FDU2xqRP@IjdL2%{VnguuCd6=w)K;BO=$7+J#
zKx1JR$V*yvGdoNsBP{@8aKZR5Am$3=6QSyD>N5_;OJc2TC
z+g8Dhgx<&Y8rs};68B%VI9n=dGs-s|!wnyFMk5Z=t7AuCA@FSl8kjQ3l^VtQ{xiHO5V(ZnMSQ+*{>`@?
zw#7mSEVtF*U)7UsLqRgRyX5v_Aw)d^cMk5)ruzj5Y_FvWdJgLQ)lqyZ3a6&zP@Kn0
zH#%kkMlV@7u~O0t8M*WEzBqh6>j>sO3pby5Xv3a%0eCuKxFhS&Fa8+;R=gxz$L&0e_1p2)mkhKe;dcvu(;IU1
zW}Nx0xGBP7HjS=T(ajc8MtZ?;{=IlR9y<#<4!(?Aug?3Ki$c2e@>D8)JuiN`*NN3~
z6L#}-e~`|sD4Iua(9NKa*d~yK%&iIC?~q>sMpH&pcWZ0JUfgwKH#LwY)AT4aF~
z@_x8vRDlYTX17C>r~=*7l@3~f^M{)j;fmH|Y~4nc(mw+Q^fb3co&$6+pI83JIBi!-Txq)Czji(KjG`*D6=-r0-%j&H*=w
z*l0pV??8~8V5grLEv2l+)~*$JBs
z8iT9&uHxb_o!oE7bR^*P{!Pfx8;RD^udxbkhiWEcdZd0yrNl8dA+CZrw)I=Qct9)*
zyo>9zU|Hk)xU>Ktkvh}aMrnmY>C524^HVl&)sMd+}W{Ss{MK!+cJop0i`l=^;&rIma??_RK(
zSU43NISP(dVjn>qJNS8`@9-a(d?WC{JGi;^>$;qy*qBtN$9ebiao$S2&NLo*kD_zx
zOE7k}9i3S*=fpOe%h}ji&L}Pl{~evzqr>UrCRRL*w`hZy&+Yw3mlh&Tou-43p=k8r
z66QOZIHI&Raa8FRNd93=9nE(f^6JmnygEVLpi!mPK_g1HwBbOc5EL;d^KvLe>tQ__
z&El5#lt&zQ$_nBoEu`sv^irP+AWcV{x4IQsj5
z$=QuD8OK
z{k@=m{{KLI7uZgMs}oNGX(XIJA+*>)0I6sPyayT2cKDx;l9D;jk}Y$DHW&xm!_ymF
z!2#IC4neRqftTNSpH-8+4#Txz52-f$Z~s7;1~>)QQ*fY>asW{enCszlIJxpeCLcKy
zvysfS1T($-eT4Y_HMiH4-^kXU*^f`WK(6BO8Y3An8|NEP5yB|q(8v$@;+e*&!b0t>
z9awp~5aa`c=@u~VR%YYRn^D4r>lr>rRdT(T+^_<83)baBz1T3R!5TQ9b_n5s1B~HQVQ}iKFR}1~
zmst5KU<+DeyzS!lvnfIyTBA=T(c#BMyV^@5dZCZ6;t1(L8a@$BA2_DZf3|`smqm}9-2@x%dV%3tR;&EXXpYJQc*gFusqEB{p
zAdFL!&cug49W&*pXjchI_k7}SxW5FLgb-~Jg{b>EV;r=IqouI8rDF}ma*Rft}033Y`dCyW~FeWSUTY5;#>+h78QCn>Y>3rspGhXaQ
znGya6ft?RUl4zwE_qIAYMe?_ik)ap5qeja|pX3L1gzwIl&s({
zzk!A%jV|4%t@|foz)rz{y$!tJtZo4jkmLr9R!rbNT;n3D$S{xgs9U
zMtn@1)^76uXwCi-Yqsw1rGY>R1F#NY(<1m*1QFkeYd}@>0dlA{eP&@U+^pRw7r`=o
z3BKfB8k|5*eVPBr}{>
zhx==mIBzjH6Sr|=n9MMJxavU|u?JwpmLsgrVWU@{j>Qb0>JS3wyAP>u)nM<$aR@|f
zwwbLMz;y3k=
z5*RnaJ9HE)rzu`fS|kiW5E_Dpd9Dr&amZ!(-HC`m*?Ej~J=D*zTcJ;K(04p&b3xzo
zppC`~IGnU?HI_4e>m!=Oxlbcnpclr-<)Ujo4m5b4I)(-Q;h@9EO8zvb>85-+gy1uU
z+=2+zP-vnZgq|la_JTX7=`1I|hdLLrcIa~S7KBTN9Cc!iCpn^bL;^T$hsuWP@KSCe
z`hkU~&r%59Jp7>VQrrm^bz=Lp8G=KjA)%{BLGxbi{7tw)1C=tm&`)Wj5mA>uyF&G@
z#Sy)3uL~}~8-Xq_(;C=`2LAsm|3A*YJg&;(`~R7_z`g9qE+Sk&5l}HVaK#HQ8I_v*
zQi@B8nwn;oT3%c-(-t04r_>Z&lKZ%!f>+H2w8fL)|F80O5l^-21uOp-1#7Xct+=IL{^S2o
z#O+Z!fKnh(0qsvXy3f6Nn!^t1=K|*JeUb@qukxAk6WgtYml_Mysas>dTIo}~;M+ua
z&pO0>{>*~oMOfj0(Rg0=4APv`JcS{+q;tM99AuhN4_)_B2_0P7L#$te@wM8#(!+ft5E4kgvs^SJAmr*U`t|Q5iw-?Eiw@
z{{+k+xI!J^XbjuGA@w+nx{ceYm+gk3TfHo@!UQKOAO|^MLwdRt&&J?i$`}U|<+i+Txm3YOAuFu~A8;xY)
zmow;^9i}4**modY(}AMFa#u%bejh0>v0PeqZJ53zP>uwVTp;s!LvKJJ@uoRRy1gm&
zrDY9rc3cgq?_0d!+ZLGFUq^klaxJ{nY-PTSH;{9hobs!ob@BBCzAnJ`5@6Sz>aK_<
zMhFeQdPGDWL3rN}k<{g*0v%X^P9>3obXd2?nHJ_U21cG9>S8OLv?K!O?Ci
z7E+8H^ahJ7y8
zgg}VTmH_4)&UouqVMCr^STI;5sc*%3X|FHx`XgL?&zu|w)W@S-+%;4CZ_(8ISP4}+
z!Lu498>;^^d}N%c+OIMmVFTJPzUS
zjj;OgLjz?L;_&uVV0rJDxeyGpTU_>LK&_A8Uk@@;A}a$o_~F25O!d+#>;uGL*l8^zV>&
z3*{vR5`>RZg!Ao)&|2psw?XCPY0`!%C1rWZ7ZJ`i!nxk^d4yLZTsB2-navw26G@3h
z{0ak3nU~taD8$K#qw4{*IUzR;g{bgd#FYosHpET|)ZI5iQmeKg!vd-Rg{TEpu&yLb
z%fV5hst#`9_9Q~zT;ds6G~K&hmcH(GjA-woY>rYr|=CIU_#RyG_x
z*aLf_wU)WfR39_6p(VMD4nk^jK<`WN{Q$0@h}jf3L(2l?696y_0B&B^Dxxmeda$MZ
zE7JNSO%3O^kZ&T~hw|!OP8RsDAns|z<)hIRm+kDKNE8Mk5|5u$(Jd);<2Men+Ye+1
zguNLU4tR5cWNR&V1u~;^-Q{lhF39zhFJPCF3a<1ly1Xp_Yr~f)w?nuk!gUFe?BTGe
zDEoj!0;So{+f*VUR!O#qb-RiPrzbL6DI?OzsG$6NnCd<)sk>MjI+f5)Bd&>5Ro28-
z)d~3nDgOyAAF*QE-_Z=9;ZPBH8X9h}+Lp*`$1z7>`Iof-njsR;80uZ>i7t->@kA=`
zBfc6yh*k(-G{W}~{?QDVGx!?*05n?gl!;Ehz}#1R!{#pELjJ4BNA$!nwfzzPQ^NQg
z-SrnDNLyKkc}vCtbemnJjVLeGZ}){KZP3L@%1g-ivkvIS5~+%|Oa_dfk#cn=~S;Kt;_d{C91b
z)MskN)?GtJfV_kZA$22JM=BY2{((d<
z#A!?|K$-S~y+))XqU>?N#{8CQks1WRxEHF;jN*7%9TFU_nsvTW20no)CclP-oQ8-t
zCm`TTOR7a*WQ;*g(;xhUl!HCWE4V0Ao-qr7Xa&I
zRu31|tMd>R!J>=E*_KMt*jmp;UMMXSdY~*JNoCgj
z+CdUvP=itcgW#6gag^Bv&LZff`Z-icQzjXS3}32%5FtiGzCI{UEo2Il8vzjRi$hr$
zsB}fS7m*f^a@3n-bgOr7-y7&5LWmF~n~6Y(=VbGY*`(T2*e?V_Ty8?Q<^pk-bY&QN
zA&JH+pW?AdkT_Y_9cUaXQ!l-#@i}1?;mD8fk4F5jsN4c1RK!6W^&+KZ=MiUwy%8oK
zQ8geuwIN-7?eabdpfrZ}^hjfTNLct7#G_>lky|4lOuQ3ljQ>RZQRrtW&4MlTQRt6l
zz|eupbOk6G;oo$a#2uf)ETiErgZ?k0su`AJ_7&-
zLR6R}AhLp^|BFENbS0mzcI`*`GIVbveCwm!myb1O63RVFXQ9g3v!F9O*7XliU^#ww
z|9HkhfQ<@i%xC;759yS)(dZE{nhn$=;02^;9`rCiP>w)6^%A*-$VI$PNAk5G
zX&JHYTp-s8Us}-Y1ayNAoOU$la3)VeVjXOYZr;EP7C?fQPY1B3@Dm8rqC(}D8s*U&
zc2wRQ;kWf3D8pICEW|ZH+&silrA9;1ID6Ht%}{#-Q}SR!EhcY!!~^KE;)h17fY>Gg
zp^9j4N0rjJlUVjD;wVfrCs_Y)^a|0CCt!FWo+Ka2Hvr*U+QEHtBAyY*@Pb~LjxtEJ
zN`t*KoiYy4TSD|e0EXae1`xM8$YlXJ;_XyP%@iO%Nb?FvS3k)`4>czFVSZmZ3Hend
z?HD`4l2*5ldPQ}yKc`np<5g!!Fz*)LP7M^;R9t?c?~7*`*o}Q`|Dl1oBjE
z#DRCHaZx~sdV*xa0HjlX^@;$9JxotiH6kScQKHf1zhm!C+pv1bMAUl?g>Qqg7-RPu
zcs>>U4e=x$n~{&g<$5LP4Y?^Ak*9~(8}XnY@_-bAZl^rw@FgO=y$X_#^>WXXYT6p4k(@!BkPi3}0v)xlU4df)01i-=BU2kavA-JEP{~GI3q7v&eC;~L
zD;IFc1RF2x^9nQddmb6M=kXTuX6iTUGO#wxMVM~X(Q(=w{BNkksXLTq^X>KITpGV4
zKJps%>n*RQFKlgA(iezLL1FSCu>uY%%DQ^V2NC}#fYEZ@2fyC<^}_F2{EY4=Zbz-8
zORMUvcmXY(Es;ERrs=nHp=qYMb)QK5Zq4nqS6!pZ$1fo
zj;A#TCLuWQv%^DW84f01?;Elz=ntD?A51FyIt%`jvy(;YMZ_SbIpQxNo-QJ)tpMT0AT?
zt^<)kLad#p99{mnGYFTZpN0fg1F!YLI5Z^e&H~FKjO!V+>?p>MuE`Yh5qJFnNIjpu
zQ+s8|6LGXM_UBR?y2aH$Mv`3sgY;u`-6kJ!Dgfse-30&riL>bBW4QkF3|vbFtU^6>%gvr7
z)EYx*1zb`-{Y>eI&jgGz`>@oi9}v;ngbQuEx;{L$&ZkrB^T>o#>zfx-)e9r^rHe(&
zqqQC@LQBco@ibbR52UEaa?x|20iN1pRG#Pr!*mF7WI2k*rv(tJqPivYh6
zm+1(JHAuJPvTQMkGbkj0Of^I0e7s3PXZ2VC`!9l{*SqM>!l9|cK8Howm!JeSg&@W0
zPV6g28|Uhw%KSQ*K@d=zItOue&(~*B_#3?p&e>;B7)sNg7!!4WrYlX0fxvIryJbO{
zN&*Q4#(tHg!c_NXx+c}>RcobS#2Zh=l9j@C04L4GMtp0I;PrIuLT~o=aA>ZbnQRM$
z?|(Ld9TT6sv8LWn5RbvMgknRE6%X846Ym&`!h`J;bzihJv&gVeMA42R6BWSPh=^iu
z8Is?;ASRgEC_d(bIB8}HK6Go1I96L!{@oejW?`*-mYh~!pK3|YK|{Y2JuEEA{-+){
z7tF|JL(n#A`+cQHVcRr~DoK|DVdAH_A8BPD)YU
zx9@R1G738OKTZn|cNS@{Q|DKDveXz>vXQo#78aNEI9^BeJY_M+)8gOr?9=lUM?;kl
z>5Oo1uEp&bP}=c~74gMjm|GAROr`0MF)34
zxNN<&H!DVJd;1kNpWN`Y;2vxOPdY6od$8a(PasbPn5P9#M$uBBlG&-$_Tc1gb<(Pg
zKgHy@2Wu@~ye=)Hbg{>SMLpTlSFSKgRrLYj0xB&7#-x1<(gEhfkmr8_w#5Ku^<+^E
zbzn8$g1w`LfM=ms0&pUo(KE$xPnMMSh9~IRcpZE_S6>HjHVZcPbbeUTm{c^`qiyXp
z4NVr8FU;q1i3RF?kWCRY8V?hdsLt2gSU!QvQ?&I!b)~}U#Twa9;h6~-1Gq10Ho#j(2g%gB1{l0^-M5qu(h|O+Tb6U7A?e$M;^MgOSXn}
z@~0v#N{8)Bje@}v#KMXFjfA?h)C`1Lp;v0aTJ-TKjgK)(n*Zx+@L+LlrYh@6C`u5P2s;0)ITs-njmmaneH=&mep7TBj6rE>3@
zi7}PNWANSUncA293zo%IHEl}~e;xUYs~*iyZg|IPV_qPB^=8)4H(rD2G6*A&5&jJS
z{WO{^5aB);qDhqcnp6c2Tv)c=B)7u&pF^BV16d(*1B|t%){T^F0HqvI%0LISt5)Ns
zNLh^=ZBo;lV904TMo$z-#gXzDl(#}7(;sm}1`_PSNEf|}delV{hkRK5q|I938eKdr
zn{QGHao9|0St<&d;4POJ=uMd3s6%4q*zIR6UFsoxd|8TD7#h0^CS%lTVz4i3)W`=h
zwBnq{vo&=~yo_3~;K<1;De>#4IB$Yn=Sm}OhebIdC>mt#Qg@w&O
zRTENeKji3Qg%LgYOIZwD@MkSrnRiNz@?+_I%_*_Xk45l>r^HD=mJsWEim(b+wyNKt
zN1lPD=Wyvo-&l7MQIBFxy-Z4F{UVs8M8
zj6Dr-nGh_-r%AGnNktLpcj`~7emdqJ^~Z`*Q60egx^6_?4AHrgHxw&^n6H={$RZQs
zz+oPq<1~>R)FDxbiz>srX5ctAHE?C@DOJroC5{KO#Szm1L_$TObt<}vxj+@QFBQ{*
zSQ>w(RO}97Ls+Ts3ub}AUMP}$9{*A;`mkcm*_HM42=QWdXLTrQgs92Pi+_tG=@?-mT9z
zw?W-O>Oi_89&$#JhFp-EkB;ald~3essPR=FWvPs^28fAatli)OX-j)K22C5C>n}IL
zcR_BTybfB661=Ff1z6C;dZil6jkyjcP@N{}n7o1SgV~214=@DQMrn?o(DhnAY9Q{1
zvF1GH8FoOyMUX)&J!ZAK4MbUxoPgH+YHx<^re^BU?&H
z`Zi=AHRV(nNJ_%D#>7rNm~C=AI06si5=m{{PDg(3ek~3YByCi?w{hAOpbx$Mbog@}+YEiJj
z)&PA)4#I-eyU)Fk!LJe>Q^dJv0r87&kGmD(xq@$w(TrR&!CkIXkWb6h@sxUDvuMVSU)_k}`gaR){!rj;!tn{s9M@%QjCBSgRbk<;$
zHM}Aj!N`$8{KOX<3NK9d=zS(KHja9lR$7S*Fz7%s(n8FWyDH6J{6kh$M
zn9zmg^gwNn7+`#ZXi>_JAL*}Q4s6u$b3q#BkF+F3Z%G%uB{8C_ja_lcj>=CGty9@T
zAMa4vD_ru&t=NLC&(;^i(pZ$JNM+sm*9}FBG(7dZ+^aUjEpN&&fxChf)7V%aS2$U~
z)8x{Eyk5+`M0D)R%AU_o%ZOFmGT{pdqUb&?%oNrL!uIEn#?1}Q>U#!p;CIl!#>!Js
z#+aENeS-SY1;nN}$WiCU)JEd9ZtSQ_!Mk%~Mc3}^naJ!kYZJMAXjb3J2HfIU*^2y8
z_>KSExve|v%$j6dMuuyLR<)cwJ1RFESk`j#%Fl%VlWYzzKjK{aBujF$bMU9MEUQdx
zcf=8R4x@0H79M7VZBhEL1t
zJs!Nj3Kz*0FZAxa4PE8tG(6pdox^&8Z$F%yxqX^#_qjb`9PVoE>u
zm+*^3&`m<2)LWFAQO%QBqKNL_)
zb>Vr%IVp1^d_JOlZrvTUqFo8fnJ_n+zgL{|{@iep^gZ(z8~QUVpII!v=#NEcY_aek
zz*_MkT82>rn19%M=<8{P&!@!&U86qzZce-VWU+XE02`H%2>1`<@g#ggF;q4dEx&~B
zF`kNVR4l>o8Hi$5sb
zhO;Qo0_s1i{fh&l)o>Qg2NydB4riS4?+%EeBUl(u{z}Xkf$7f=i0BL!8~fQIn24Z8
z+Aq_a;^pgIKudwjLBx~0v9cpvt~wzmXRzQ7MTkpA-kuOw%CYUHd=(v~s_lrU!_~0E
zI0eM5*Q1ZY+H^=9M0uWfNSw`J5n&%8e*?fFv4Fu`
zi8n{F5VvQM?aD#1aumDGBM&*3j%Gs{-+5469Rr!7|Vw8=!4?hv3PO*!-HbyIM&ayHT8i7PQ0X?
zkpp79)s=W;Q#o}==0D?ea63Zu&t&1Qr+`SDxHg6bh((#~8P_~D9Q7g#6>#%^k^g=`
zoE^`4^R20($pjYf4IW!*0T?!9{6C5cX8Hsc&YwCUmQG-!T%V{d?)nOAA#4-b6a3zO
zF>NB7%m#|`iEI^j?iX`jV$myJVQnbAu^93S^K@N~#>9zNC$gBJms~UpOj4ec5o8|J
zRCbXEc%9-Qu2gv9l^DE3hOhcK)p+QJGNB`??w#hSIU>olueijd0!XTRtvga5;HKf;
z3@$woUej5oYYo=bYVp@m79!ehVD(+`-dmiDNZH3?>{t`kxd8f11~%hS{h=bf=L;^EZkbu3aH|%jhl-32em~C_k5iY^W_A#;~?(#?|v#=H>;Dn_O
z9cmc)vH*|rG3cHsUm0#pR6y+RiHfl>KyGUVOAN^_mmh+B(p73d0|ZPhiAOJ!X@>iQ
z5vQ?#EINdjOX+N%!pESOfoi3#Jz9!?96&kE57l~8Yvm;=6+)C{;Lc$gO>Q7x!w_lN7w_nGii)bQIo`(beSf1CBN0melh#6Da
zEdJv@G4>TmaJPe2Jf#^2B*DqIC3)`{uUnYC5PokzPu+Ed$wZSK@|%RQ&og|J>qu?m)#X%
zZ(>pZ_O9srCi^HPJFPfQE|1ZOwRDfR45sZ9d=5(s9&pQOW}4&nAaLOkNAh!u#Lzjc
z$H2KonzB922H+!xLcsESD>NLD5bXCt3}jBwc)yyHW}q;vJ@7H+jCei-ljnSbul*w~h3QG_p=dmUp9(tOkNc=LF
z&0`M)n~&)KP;~(IQz1nM!>uP9%+6?OMS9wgLXMNZZEv>ztmaM0>
zdyBoynrdmDdYXHoIQJHd2&PUYm6GAwfYeTncL|?`Y?^=Z&KePg3xRa2od$6KPO)?$
z>ow}DU8;N!@@o&S7NU%V+>-*hX3VZKtT)pB6pcJ{+o|OFG}1^{LG@5GgG*|JdRB-*
zZVOlhyS4faQfA^CS|ob)F-3@sx0y>AAxM0M?(x$7yZV20n@JMkv7KVh+iZgWSRlzl
z8a_mF)J}2lZA_&;J4MTqD)q)K(1=y3zYz}IET&V2<6$yh9rX5^gSm07W
z822#aaNIEBB6*|>R@wrLgky9R%6B@jpKvrsYAo`-R_lzK{PzYaCy)nk
zk3P6PsGDOZZj-(~fjRDtOLM$7nLBRw?(VodqN}5NN~)v6+~XhO0A#sJYPX-M0jQ7u
z|42xgT4@rqp*#Bykwj6{6WaZ#K&6kGF+f>?@1>Z%lf=(I^H5RtKFj2T3!Uj7fJ^YZ
z&pH>&nALnhl{mhXopT9uk(P=49M*~7^ANx1uz~D%(Rmqb%@&HO%h;#<{7#X$9J?Ib
zO|ft}OYups1fLs0`?_#tae?@DIe5(GouZn)(+fnx3f9+uL;+NC9SuI%Kp9pb-e19H
z_?MF=syIQTHe8zlUkes2Avh8FwKH3zOt=zXAO;HXKKGmA6T#AaO8!Qkro>0X6;>c_
z3l{Bvcl)FD+}th_K4iOj%6)O+L+tG~ZWm)eVzI%ikdNTkj5fC~>*}hCZtqozbsw=*
z&ur;RYxO2-n?iB*BbJc30YgT6hefK?0}JVT@2sp~(CQp(Egxf2WqiHPvbEl#l@Cny
z6Cw&lkCkj_hj}Qop02N;(UGj-yRqYbzR$?_8v_te-#bRBb1)M@5f6N+)WviH{A1+#
z5`*$F>)^Tvd1S4QH$H}rX-k2)hq8Qafk<4#B9a8s_h1iLjJ8WhTgzm_hW~KF*jY}{
z{==tD8<{M`jLz+65%bnSVwoU{*07F|823_r+)L@YRC{ofB?ibVt%dJe){uAKB@)-N
zmAqYnIKGzk3ckBlCyGd%qvz8t^Kj+HR*{&?hQ?Ze6CD82mVnM}Gtj4xS8{Tv*p|y;
zpSXp=Kk!H&Sd>b{?a|9;K?K(DwkSuirw}fA?3u8$$U(M@`G8zer}s*?iwSwGp>JuL
zwYgkgV^+KLV1ZbX$0AY=pb$L)cgx%poDDC=PYJ?2!Tl4Ctx6Yzwu6+n(X>T}akK|d
z3X2X)U|Dc=dre%=V~I(v|DxF*tV~B9Dr*4}#E$6y=YTUq<*Gr-OKLi~y$@9QPBCyD
zOX>a=>OYERRXm2Y9r1?|4~|}%W=nX8_cU}P;Y(I$>UIX?wntoB#{&42?c(Y>(ot*|
zZtGdPH38K%0xIgJ7#f7xZrbjg!d0e*3Bqp$3$=$MR~6{Ii!WX&0sWU9ag$%&r|rkp
zlAytEc!N4B
zKe85>mC>5Qkdl3N{Zd+8?sNTN6(wB#-fd2nt*#|vsYC|wgB
zgB9nN8bP-SNlSA3`&7r{#uaC2k40WW5LiKikhBlLO
zgxoalMRmELB04}Chz=!c6R3_Tj0Rx0oj#>8jH!qF4{1#(ZsS~o|gxtmxM
zUugR1P!IkUAjCA=EY5DiG2J;uRBr;q58N!0@>yDs9GrL)-DzS#h;kNCNes~Bh9Koz
zgf+P#NcqO7F-DT_f$pJuT1J>I-7F5~17@eqIp-Ed@HU%8u!H@{tCXCCx1)KblGE$$
zMA2Vi-T0?l#7YI@P_QNE>f6EMXN86O>{qmY;eejEMexn6mE|VlaxkviPPflymXY`#
zqG-vrVAwU9hA&{mS)e5$MQK3Gd8MO=ZA|6*;-8M2BEz7SP%O>l&rJ
z3zIiuN!!7K(_Mjv8)X;{6@0bCYbE
z-UNiU3hsmu!gmnH{-a1Ep8(~YLtNj1M*YJ@#7?L*slqr*D%fUMM>&oiZ{sAmdPJ%N
z=bG~0uz4q##2QI4V@wWuaC3FOn7orU4nU8!mdm?HaF9TiTa+iaicfa3k_H87xy@yD
za{yvgbxY8!-H4Ie=WP@7cCoKJsu?K3DER~EDIAner{<)rQ2Px))N}&~0F2ls78kO%
z%~b$(6Q2bGibKI#g%Ct-P$RWPWNd{>=I7na>XY#RYo4xrf8l}faAMZY%g?EPD_Hb&
zGB1yGq?6Wmgd&DJK~ByGVvdsq_ZXkAk<)g3dtvOVeIxGP?9EhLx36|%7Xyv2p{YH(
zTT_8h+~-K6l_(G8Y>GJNWQpz#Q3ui3eNoTJB6%8BpTI2-#PB^V*srBt(`)z!qb9N7
zJCtgpvAo2bG7<(o~;i0@f2#)G51;mkk&{@Ldgl3(A
zEi5&7g^p@ng^~P;xVndhbzb~Q9p#X@s|uLx7qAb3{Q{Fmfv#zO#-QuaZD%R%D5W*;
zD5r^$ds%=P!E8&3j~KC+g{Htx;NJ_W05|?$(<&{?JIm_`U~o`@<-PyTC;A*`)|B62
z*;Roa&jf3^)i2dSeRk93u9NzWXr21)@93%wOm{Lly_P}z?rAA_JNHi|Efv&K=`
z#6oa`5JDVk!#!Xc2WpD6MFtUA+5W1v^rTf?y<}29r
zynC#(bHu0Y3UkSBe}akL2Uz*T_~e7^9OK8C2qz#bY7S1eH#koQF%;V$OYj6umxUt<1R3RhiD(iMKyvQv)2d!yFkWS2Xc(p!+a{
zErsXjEZ(CAv_!JVsZAo~bM`(zc~_kL9IV@Yy}0)|>)~=|T}_C{IKix9%ops5unX&I
z1WjU9V
z;faI1jCaoyD|WL4udhK|hM|sVc7pZyUO~%YjAlrDOT2f2#qiyEV&@4K?bp4A+6E~u
z4|l52K4IzNY7HbBAlsf2(otk3%io?sfBt%uz09|)7Xy!hseavAEIr1OVlgbG231=C
zLt7LdrRpE^RI2tW%&ifx4V4_zvHFXQV=OS?FyO1JB-Sv3G6}sw<9Z%Vpey5=Bp0ZZ
z+JS4{gI9R8oR
z&fUM0A>59&;=&&+%{_N5E^IWw`>Ep8?<~aGt%BvUh$j$Pabf1^+{4sE@KsVT`v7qEL@|F8|uA%m4ppie56epTPDq5#2S(KH>SqUkHx{i
zG5xlDEYAMT#t`(CjS#Y3LuP{RW1}bClB{mT*3M*l~
zPzdmqY#~qoSPZ|0>biX_W?X}&Eb(J;@)}z_s>Q!ln};~kyQ=MctlDizqbaJQqU&9k
zBkp0pJeGeQ2IM-62wd{9)-Ugib52f)_4tvpKwJO)
z$KsP4EZIA&gDQuTN-AxQsQ!wD*@N}fo|as4OUAIdoIc#eY4jZ}wxUahhWftML57#U{!fzE1
zI&m9Ur9xQf2~q)IV_-iO8Y7*;+Y0h|H)+RgxT4!XyZv37KE)nz>jGfs@mAYmcm|_&
z)51cRxX&GN_Z{qhN5FG%gSnA+MJ_Jn-^ixUr+>%(J-r2@`Lj;vpyS
z{PyL$trxAtn$h3Tf@iu*MaHnqpkaZEuIeT#`IClkujV*gmt?q+^$ZPG9uw%nk6hz*aXvc#xzJF05p5eTch3UJ9+(R^AsKE)R&`C|S8HVF|X
zznnK-4D~ocshC^GR%?fL{;SnPJ6^%XEF8?yccmTnI)_(j2X<#yX$N+rRuNR(Ct9r?
z*p;lJ1H0bh+FsVcX}QVFFb{pVey9kz#g3VeL#j(JF*`5bVy`kjcBL442P@N{mChA+
zShWie`N+BAANDrm4zn||n(a3EoWgor&$d({8N=ZU|3ZAQSAq1K)I0B@bc*dwbw0^?
zOU`EqG0TNJJ)Y|zZ${RM4mW2G
zjvwESNWp?qW>3DuGVshYwHG1Fbwi-3FN`{lSbZRcbUrWHo}q{@&`a+6Rzy26G!2#MmU$;
zppeouT-mS1sW=jT8;m?E94*gUBMxpjbl7%f+arkpbQ?62FB8Jevh1*Fc$UgtI)<2F@|U8Se5(OuW9cw217q+)i>904!c6l7jeR
z|3*2W`4Riz(lj!GXJ_@b<~Y9%;@eET%~CP1KHuw^ot8y1Xn@ix$Jrx{*Jp@PZ;b>f
zmzIhN4ftexE^T#eo#bx;3w9mZ@$igAqd>@Cz$R@B;xRu^H^p0&GfQzofif1>=@FAj
zh*2<^q&&4IlPi!{En7^Yk44#Ogfq18wxu<8ErX;*D9EsmbLGQwqA
zc&-u7Ae%Rf@}?2C;i3rodZrOBrt|>iRU@2B=@wUdDP0sF#e3}OpNByjF){N`o{3NU0@mRDX#-&
zcu)tb1dC#2UCx$4IW!l%EXtNb*JHC6RJK8PN%H#9l4?bc-XOP(+5B8i=cn
z_$|+ZsDC`=G)%|5!{TaV9*+pCpBxQU^s>WZO#+V=-D3HOrVq1CJ&emvky0`l)nef*
z%mc(IKQEc=!07Jq_`~94EPp3Jjihcd64DNf2~Buo&(f%Z&T31N4vUpdc#OAKZQ+E&
z;&>B2rMZrQ7wVD%q~!5fxT(G~9=7BRPpJ_7QyPV9BOJ;K(_t|-j$btckIJY;v0_*}
zZy0d=b7-mD;a?Ah)P#3q#gcd)>#hUdRwDMr^B8v>#`+TRdpu8$(|aNZW)A4`WRfQq
zovSILsv%!cQ?sKMpmRjaWK#fNSR#fd@QwzMS4*h7`gyPRlS$8U3sd5S5>cJNTec{T
z%GGA>JS02|=+^t@WIES?wnKxO@2Ad@3rO!?B8E5RVf@WwVpdZgWB&{lBAWWP6^csV
znUhBXp<6hMO)bay;(SSd=@8=YnAI`KEvq4rm7sx#M`4A&}dnv+F%GhVOZQ7?HtINE5*OWuI*0&6&K6-sg*rd0b6
zoaxQDnFUeL07+89K9~(dMkp+g6pP`{@KIq{$FtL;kd6cBMYQCm2Fk47;*}eU#kptr
zP-mw^o?+q{?~64pd3x}(@584a)sjIsBZz@VDm~wKR=4CQO*GEgQTx5c>9)MR7AW%;
z0ZDu)2hmSS;_zQ9jR
zX~%=Y?jL~bM09Ogh)QCZSsIDmIw01x<1Gy0`2z-}?Re*=rST&pWDERnN8z=CchKeW
zd4X~?{!FNL#mqxu?o98va$*MFbkI~`SK%8@lk^*b1o_s*;gWzU##lQn1tRo-c
zt9KNcCTF-v$>NErJW#Ce$Xm8NT1&mLl={0l`A|BWDuLNkS7V<*b>KdZHbM;#i0Y1f
zzA>j@ce}U~@5fj8iSwO!bN=Igr%z`-o7F>wns{r01$kEA8T-Y`6n==8hl*icc!!{J
zZ)ojV0KM|-5TIubHK
zr137z>p-1DMXqR5`QHX|#;0Os8js{)XrHF>q1~6qKGITpgRn0^U{8>6(-fQ_{h@)%
zz*u79Ra%0){wsfvPsPx#V21h-bo^8-?8;l$MXD(vW?ZO6N~MZA)Ex7v_`NG{5?F_p
zgQ*?o&B}Me&$20s$YVQWPF}8q){&}=YEw^T{rmQb#oc*Bf2`qHnt@9J3gm)s
z|0e3y=OLoBI}ZrJVnsYZ;30vo-6w8$=g<18Y=;tvuovwUeS7f6E<}uCb`M@Z;
zA?GJRS%IDL(S@uYPD@Aiu5
zr}#L!j~p
zm9rN*SN7)DS*I}z^)B*ww2OAZs<+r(O0uFTX~w7B~RzsoU$5oX&%Nfk9*``C!CSTrfJzo0ei+AA}6qRXQ~i=ESzQ
zL}Gs)?^0T%G0Y(Ga(^Dm@9h?g`}4UjrDqZCI{)j${0ACgMZ9DlKmT)+tr8Jpj
z3|v|%y|d6y+@O5Rc8lnNyqfpNcMz7?&b!5&LA&!V>JlfE&K=9N>$#d
zWH3L+pV;FJ8^T}UBjJ-cR2K6w7tmZXdB%PPd%IB8*3=F0o1xRHK;NrUealEWe-myj
zj@H9@E%25Q(P0?kJ3I2BZyR4zQxK2)g8B0!?qWBWEq)lr8}SYE=#u2(2EP(Vca_>?
z4)1?@La#ojC#F1edOR)DC4pl7^ZY&62jE1KIM9(rdg7Irgb7H)RZ2191-_>#c8Z>I
zDrEDH^J=f^(Y`;AR;y(J>b#~Ko$nTkwBbC7@7N_~4d>Tz>kIP(n@}D98YZ!0Q{}h
z<|J~=M)Sj}2^%C|i!PZwh?`*?mdQVLe^--O&h8Ll%j)`Wu6qT&S1R(5*2op+R~;1
zM=?-3M=CgQ%wASoYwpXa_3C!9?`8fJdQM;Be%$UvQ{7kx71}bbJC?z0$OiXAu%Qi%
z440;%`&4;~L;HHx3TT`Zi&d$dsF^z9=372eC9gaX*jB$3Ayb-B1zqapBcH_!tXZQZdW
z=!UCJOitL2BjOlad&(P#%Q;!b@}lp|q5)6BZEhdH1DhxuNvvJ(i3VC)5+M)OW5Uhe
zJ;aHryq<`g&VOxMw|QsDiVLdG3=b*Uo#DwoY#PZRItNX71x-kP723nY+r)%d`Pqmi
zh@6NeA`KR^;18wPAA_c$46Cn%8)=`(5~sM)m&NM8fO5t9Pys
zvci%PjG}t0nDsiJVlcz9t>XIYJdJ;|RV2;i9n%77O$=6OO*{a5D_H9#Qy-A*fHqb}
zg=+(_8);c?+TPP3lj%rb2CR3@1kG*ODlW{_Mw2!N4+WPMTSeF`o{G&*nKt9*Zxv%_
z@mCV`&Km>3wtvjYl#BR%INN#f4ZhEn$Io)kn#V72{?hAW_**WS}Zcz+Rwu(l$IUqG`+{i^MEYyma+rmuaEL!N}n0x7a7`<
zr)G$I_@<{l%u54Cc!a7F_eFd=8fh5>KU|MzN?XK(sBot$RwfxP3cqHris4HEH-3hg
zg>UOyIovZ@1#V5e|$8j>aVecx9^wpH
z&Ra1)vbpo=6}-7C-#t~#TE&O+UQ@-nRgeG{OciOX`P(EYpIFV`r|+0>^V
zJ)v@tvJ?nZP>AWqHFQn1Cj=x51f;SCQkB&OhB)_4jzuIW^;yfU(QR>dUmXL}GOz%$
zBOu$8Xs%rES{^^+@swWn$(O~NPq3=K
zypF%&5v4~)>XClyAr9~q(PTZJ>T!Dt;R0ps6ydW2CHAl9QIvR|5|8SMU+9U`H}KWw
zY*g&GGD?JOa_;{f(Zob5p3NIh|cp6I7=D?jpz
zXr=J>5YN$$DGIVR(z8WR)*9)unI~(>T{a`Ra*|fX)k#|NcboZhL=#Q6@KN+#vW36N
zya$Ll4>P12C7+=}{7OcVaw_$dD_YGRPmSEb)AfX9o~+j*A9nU^$NPQRq#Vk_VwE|n9tJPwaldh$nV@(?X$;tu|<
zOJzFp+~2{Md$iN@B)y~|Rk)LH@Nm;3UG&H|cJXB%KTOmrJ3CRUtW6>R(8HleZqg$w
z3$fS8jupL&cpMzIWV(ylMLgDHX)KLfLD2+vvAKv(?zc1FCPt2_#D+8E*2-PC%Cb*OlJuFan`BviCxZ7)Wd8Cq
z8yBw}pZCtn$ggeJvCdUmy#3`Yws>W0wrC~oPgPp;ZXnJd!rt<^W}@a0Z^iQxMC)SS
zGV(5L4{rAE>8Qs2vzo423$4~PhuYtTlK7y6H*{A6ze@52agER@F6L&)NBNRCQOvFQ
z_p&7ZF6P~WOVd*$)Yoiu2nA7#@DxLBA-B>f9EGl{jX+tOT1T`?B}8UwWdrwA+TNG>
z$Xv@;S;7Ncup_Vv^I;wrhi6cm$d@)V2hFees2I7TwX~PyDKaX)gfU3Kh^I4)7<3rT
zoAN(3uRkNS>x<&UJTe4h39S=WN|J=>0%jvjsXObPw-58PyhrzO5Z&Q*jbsrrd;1mP
zU^u|0b&$x9z8Q$4^cpxMqZM8PY2Lz(AG+Z~2dC0Fr~eoHFUAUXAH{x#!IR!G9v<5t
z#mH+MfgsQq@#~kV-62!YOaZ21thjKDH%1Z5ao(_Ar3v!@(x=o!HFFz2P9z=Y5fLp=
zY7zFfWZjktY9@$jV>Pz9XsmPEasH!=xgag8nQR*C?E4KL?!qsR5j#)w=3WISKdLWJ
zLC637Q9W__H2;|UjTei*xffNG0?hLSenv_VDCCDj#}5IMtC4Hy-s8}GEz5muM-!7IO>Mn
zQMflb#urxwAW1#BiC1;C78u1lC|aqAIh
zU^OF8!)k3EOs67_kXl(M?j^(#Qp@YajYAwERXMUoe1Lem-}Yd(xE+D(_BVlvrYZCM
z4^QxT&PB#7SJhQr{=<)X3`G&@q`@PF|1Z3IGfI)ktc+ZGjGrg9SGVaXRf3mPUj@;T
zDVWM9ph%nl3!mz{bS!RuB0&WU?U(61Z-)x;ugiJfIMAe5z|?Pm@+7`=u_jzBJI|Y$
zqrk}EwM~3^o)6?wiij-ZZ<=4$&whZSp(sMJ;{pcP`g$>8NP^Y$^+#>3J3C
zc}YcgVRcR6RO%))J_kKwRs#^b{`i9@BzGG-qbDskT5l*MlAX8SFmfYXe8!e!3aYu?7RZ_rH#bjSFj7LY$QDY!p^>|k(_~!ppD;}E9ji-
zHHCEhR_zO^vFQ32@8zl2y#VR-f}b_L8y#(zwZMeaudia;+HV9r@l$-(qw(}a&@)H_
z`>!O8c^YYKZBM8g^9jRYune8@PoqTIRUX~?TTEQ_rV!R4+RjxEI*98V%<(F?wH52h
zp$n<)FFcPPfcF6`%a!q;Ga;_>hWz{I#qO&-!s{C(+Mthn3YCbmtGwCJ4__c{986~*
zsjb9+T5XK*3WTi>okIjFUF@3Mu>Ocw&G#|)-SM9Wzc;?v464?d5|&ES3u5fwd{pcg
zs4){pv*Xhw)qyEVYv4x(v|_aZCd97ad0t%o8=Kvg&x;O~{J2LL!GytL=nKN<8owTU
z8)3o&m{&?!t>o)^7+%$|lO^YK7A5Bc5qlluIwxE7y3PkCno#duEL7$F$YLu%fq~H8
zKZijS3$g9hZY|>i8k45dVfP?2?i?aI+`|-nbEuenkB4|pWwO$wi$kT+?0Y;sSnZJ92=(&KEdV2_GgHgl
zwoc~wl7@1=ucSU(b18;999^YTm!KA@s4+QI5RwL>Y^dmVv8fR6I0Li;%#U_dTwpI$SfB0Z+{4)RH
z?fSfmF?%rk0F>g|^n)`|*ABvRrj!dvseK}Z+t>zKdLxX`74w=g=Qrp5v
z+ukk!I~_00qN)Uvio}L$ZuM`CSgIToC4nYN>mlN7HE+SA>I-uXPYJQsmtl)W5+rOm
znaoBqc?AHAN}3{Se@(C9wm_B7NsZ(a;C)2lYRb_X-jiF0EcZ7h@UI6iPcbF(lEKR-
zn}+kM!OKsY()fpig+DW;d%Q)c0*U!Rota`2X6oVB@THsSs?{F&Hp!_Om^)L|^dQAK
zSnOt|$v#~WCYmgP75lq`MJsNaz&{=&)^JlR9y3II%T2>O`Ke_dwF>kc{NMA(P0#0|
z*O87d&c<9qMV}m(2(iv&8tXNL(!kONQ5sIrf<=OhsRLg-NQ`wcP3FA^iL)-I6pzt^
zz`XIsM82=6wzFW5zXwt?gO&FNi4<4#Nv}a-f~#qF#7=;rPRryrIUp6}g(l`xQ$aq@
zBCne%mb(lQW8F*xTq-RG8jC}2rssI*AmMK|E#yl^h?Qnj!+=t0PaLf`(7BuB5>H$T
z7%YyPO}%*VVgctqNf9=x-s^5MIS^=z{}(`|xljYs)#I%T#bk>q0%iqtl}@|OJA9y6
zX)$$78rfJ*2iWxTSa~zD$K$A8cc$8z0oZXrhq>9u@z03fIJD~JsG0AguBHUR!ZZh~N5#}2
zQ$XMI)$Wd?=~7igjLUm(QJ>TPEI>I0P*ep?TXidhyVlQY;FTPF4fbhSRJ%gaQSyR!
z#3&C_GNc*jDi2cxP^7WMi{+lkB>-lojZ;?$phP|BvNL^)-^~8N9&G)+URbX+H%Bo(@UnQ-(ZDGzK#FFngdnxyFR8H
zWOCYBrXFbVj#%t#>Nw=X2C5B@1*&XGwTWfzqd*3_O>Dvcq3cWFqO8{cXWorrL_~H0
zVL(JcL_|bH#9;{$3CV~^&2SBu5S7e~1eFZU49tAYOv$_klNoifvGN+4x5yRK%!Le<
z3=I{Plx3Lr|2^*vM%~|^kK^}wp0l6xoc+A#6o;`h$m+7y7&fqRGrq{inOOCxUT?^R
zu~(gM^T@JY(12n*C(Gh^n^}k=(wHKJUv9)L}8ia#$%4nSLIP7EH1Hoi$!Z~2c^~~~cfMP~z!`Iv5v#FmgD~c=
zqZN+)(~j>3l-Z8Zf2kT0U&)5xnz+97yCXkDa6|H`+>v)ThB@(%sfVRorb89jZ(>KI
zm1EHf>QQLAtKzLi{{f;ePZTQUaq3Y4Z_sXMehFLj^>pFAIUJcB?ZQ7XK@V@MR{d2k
zTM^wRoXdPvFWvO*d62Q{@&)iwy%ccGl*BKU|d}nv@%#ZbIs0MEBpsT*?H?EHcLUhUPHIs`7PabTb)2Z
z_2PGUdlvt_YWtz#?5^7GPa3Cr@SHk4Y?9?&m=Cbq|1|P720TLj()LyTnX&jdiOCOf
zy~A1GhgGCt|4GJ;p8R-za8-OwZ>55I!v!jAReUz%eGDGmJht)}?>b4j-o)td!#4{0
zPtw^?-r1nIs9_J6x)|ypWB&J)9fM5a^|obt#EX5Av>h_aj^e$IbNu;5;&V7qV+X}!
z$49h=$cc)B(s&(vtk`mV*`||)Gcf1^+@J7ks^c9Q}#-u
z+`+sn9SG(Vxz@*t8_cJ0S01Od!BC3}j~ih)M(u>C*p{tMvqnLsEh|bh9t`1MX5W=q
zQ{aQbs7%I8aqGG#aZamozi_i}%vk~ECJYQH$uQYv@?G2^{d
zdN7R7_Y-@m5P)#3aYr>b*%aq;psbhaoGc1&&FN(zravu#sI
znGyUDyE-YW9tRHisuOs+@p6n^rCR}Y&E2^q%G^)sK
zzxYaD*3ddTQfCAo>#8^sDw9#Dws2Un+N(`>D2^tM;Bjn;d9!c?Kakr~NSjBX@A!BH
zeK&%S?llxC)WI9oEJx}UiEjIFDg{LHK|nzMkMiigw?Vn=#S{he!RG%wpGcpr4?qWmrr&8!(6hD}|;7@-&&_QgAtQQn_I)SxNwiOq+f0lKhB!$`{@l*uw6OGc(?e(Fnuqxneb
zhq$h$;fW+a5Qfo~XueM$e0E+m$rV2q@XzDvi)d)|r{n2dG#~6bAJKj|^Kndh1=Le_
zD21D0$9Qrb&4(uaKEC@N6<31}-<(>ilB=N@L4LrioVz2*?zf78jI}A_ku@V$YVeUO
zn}*|)`|-4HG(Sy9Kt-3l#c
z@nwEIJD#@3@K?13ic5FHa`-t0nV0BF#xWRzP99I%Saf?%<0&$hkN10b8Psz=#%fp-
zD^L~vSTEGv^Txt=KHR$^#Kq%r?3+*0`dee-H{N(NmOsfkZcMfe;8}y%_PYMd-N|$`
z4%O`SWV#-Qs(boX+8odC4d?}X4Oo7$1)A6tb)2<4Cg|G*W(K!c$I-k5MC#!<@YeO
zbPKcJqr?U?d#^{KKeRd+0ZYF#2T1j+pc|P3=u-tILv0ILZo3=2VfQlRzlwUeh$7sa_G+=H?w0Qzb;nrhxa02fa(fHV3
z?$yk%cug7Z?cBur%z@z9u?+Us3LCSs_f}ZRlXEJcB?K`lFO?6mQ01w-mo@}0*vv3E
ziM~ta2eIbmPAWf)YfUuzJ7w#V?ah@`zSU
z*8R|U$D^8kpT@7{k{_c<6QMw`%&L$3twiS7#qbA^9Sws=!L^`ieH!mh%@cWtNxxXF
zTvE_E_)7&buS2-3I3EqESbJcxW2m#*afKab&b1FZvt#XVCR?>nGrO1U@Zv
z`l9XuqpRUx@wlRvX*Vv3d6dFl7?48F;x;FqU3Q@(k170e*N1UvfG19uK?Gn3*^0>F{%G&bB$5_i}B`McaYv
z4Z3>+HX;bqQ+PH%gOgGSc49pqpyhmcC$7B}4>U6$i#WG8n6GL*-OlD$xfbcMLwhX_
z+lc!1GoAl2z#C?I9N~P?Dvt;6g3s((gW7>9Z}d-c^%y;^n88P_Xa)AZP7T6Q0Oq3$Hn>w?SO|An!m=#dhm03$h*{z-wi%*H)jP$c3iMUO3-#(?Mb1|4=Ef)fpV*xrJ*8!o1q7*FG0S!_7Wrs;s2G-~O
zXDsE;#?s7bxM5Xj;aK`&HpYG1k@uEf79;VobbU5DojzlYo9FPAYL}{topGaZvDye|
zV3lT!f7x(lsFA~u;(myuw{rNOw5t{WoD3^tDR(Z0M<2)17jyYY$LUu2bJp&cN^@K3wVGL<+T~jzc25J{aA}1
zuf@>iT(qXSN%SC>4+wpHL3jSS8p@Cqj9N-@%R*Tt(#=j}u=QlNl2>l?YUSE7l(G>0
z->NY*XCZ2SzcI7{yvIF+r(EyE^b_&D4W8+5#28jf!qoWClaH7P9li31$=1<_dEIW->*&-YlWo5A@DX#wmwXm=`u4>;XthSi9aJ0gWX
z|E`bbga8RyHs
zmQ@)VqfuTR-M;oQ3{9(1Ev#e`MwHB<|H{y7>}6i8~QZvCDWrw<9pm>9PD<172Q@()yI|Pn(wUt=z>?wC-j8
zi||zD)29iRVbZ@7+LIaowUz%Sp*@lD-zT(d?&GZVv4nPgG%a3^A>lXMj2^G>(Kg&i
zBPnwg7O3AEY5ZappDBd*8~Jx1T^QfP$G(hbKCZU-*n1?!zK;I!ZY1q}o!@C+8;Q9{
z0Xv!PZuoB`O)KH!9eGKl)3-0O&nzt6yvU4M7>sl<2&yJ+a
zYx!uu*I}PEsw$i*xl+iM*l^7S{0&mhl(-qvA}M+uAMBS8d+eTFX3yfcli@$GXE}S~
zX&4=8T(gcJq~_Xu=+ifNKR-LBC`@~u4cFkO7w+i3vRc*73X8*rV?31a{u`*FyL9Ba
z9@qe7WZ3LW^BMa4(c28YpnVK8eCgVHbd}}4)aOm`MQ$|mP5u*Z<_Nm}Ccl-789}Qy
z@S%RyBiNk9y88ibsshjUXEkQjs%$c3tp8@CqzXJw&PF4(h)FqKC|?jxhu`I6rCs4TJ|02RR(>-#BAm8w<^62(
zA#*~gg`Ws+ba^XQ7N}WSVfGc%kQC>#ty>+;!uO1hLQI+
zK0teH7|SMSL*H;p+s1#zEgojnzR%B7b8f?oOSkiBYVN}@`fdkiBU0L>7yxqJu(@8KtNUk{-*
zd-!$SmLW#RPcU>14;g}7#jEH!tbf6i;DL;vY2}}fYxie7-YBnNHD>TxCrZO9;fJB~mESMXEXSOUsdPiZ?5
zM6odEz7H~H9^fN+?$sdL@D0D&@k}7QEyX!lgAa2WaA5pYAVt>jX&zrg&PHL_D!*Ie
zy2GOa%O(vt&A2a+w%72%nHv!icBrXh^|Oj*u$(A|mh6H%c7&+u8Xh%g`i}^(5nu(&
zNsRus!JPH(%#6*PZ-lb>lat{xG8t~JJg$3GCclLIOGI3F2MGZ1BgwU!Dq
zItR?i4uEGjDY7<&MTL#ZjRTFFkMon%es4c%c~tGMmc5^$9uD^5vRr0y@<7s_G^e!%OD>DSi8IesuX~ens#DEI6}ax&BdaQdcr|)!e
zA7s6-hv6MR^1i^onSlDJDtj7^8!)O@>D6U6{xXHa14WDB$y_*mSy}dQHOv9clwuFC
z+kCno-M+ww$7evs64_m=a#*cHLes2nHa&9VWf-r>*xbm|5a({GCF}iY#zm|Mj)GY}
zKCx`LCY0G*%?kY33oU+hV%-=0Wbtvga0GtZX=_symSZ-5-dtbfiH3)r|3#=n?V4$;)T@{l5H6MIY6^CagcO
znJjBi*ZR`!OK8SN`jTrs=4?ZKDYBj)&IS1x=hyQC)zhj_GJ14BY!uuI54#8Z77cVW
z+<}ZWAKh|`U3bF`$StMJUL)ye_zgTONmjdziZvR(5?48Rg4-yVmOhhBVB`*%l{XP?j#!Rij*R
zo!lA7$@wO~jGLE=J1EiOGn=IUgI{2ws{Y`e1;tkFAAC-HU4NAKTh>~Np7}WAQDGDX
zNA0a;{6|*)V}1J(#y@H0pT=ffe_Gtk2Yc>=oUJ1~S`tH?svwgSY?Yy{@oY0ci*p@|
zyiIMb)41ZiKc(H_qg^|^EM8QgHz;Xj`t5A^)62O14v(uj4PJD#g%9?q!wPZ3
zqXxmn;DIpGkd^Ox;XoGe9bN`cdZy=1#`j3iTE_QC&ud<|h?4&*;6-oCiwaCncEL|e
z<#RH0Ax)N|cQG9IqS$-9tK&HMG4N5{@-QTL(VTmHcyuJ>tX>rWyI*U-XCFw2t6?Z)
z?5sAsM}qmy^z|!6E!+%&Ui9NVKGe~RxgWrlneZh#^C#Pj9Pjf<_7dbQZ&`-$27&v8wUU$_pl=U@
zc}}RMEVIM)?IDbhw(_x9CS`n*wZ}?<+g|KinZp%+o;dL0O%2ib(Awc4@6Yw|q5(m0{`tHyWPa9h$Y8e
z4WWpErG-+JZICUwdk>zoGc4g`ZsV8Rb%AAx?X-%mM_ayX$I+HERqkpF`2_A=9ev%2)sQPb
z4EvFni7)2L$J0&|A2~>!j7b0=_qi>WpnTM}e`MqE4r|=X`>~7p^zD_{Jq~)pmt+$^
z+kQ2K?33k&Yq&jWJT30xBRx)xW22mZdf;qW(2ovx@z;arApo7yEV&!@!hLsOEO%Id
zHP~!m0S5M?AI+Ez`M^&1D5mE+L_f%xZavq}=qmGH34F4fOrL%x^fNZ|f`HvBH{(4)
z;6(l#7aZq)P8dS|TA`X>18&EDVVKdbmoSB!UZq(XX}!9RSKe(ugl@;TCbEnj$B|`$
zJ^9?Ocf}=ekjLvrVrFLf`f(g&W1g_IjI3{GDs4G<=W00N%%bLE_&37ZJVz*?M0=sZ
z;|DZfti>2>RTo#~at>F+K4*&UBg6)FIm>PliGQigGPt&=3|@v%d~`CzKt?UzxD4$`
zA3<%$+4>p3_Y`b-n>SSWkYw%v`q^9PvM@n|jF)_bmA$mZ_7=TbWlwVk3!&Z*ds{ND
zyAo)eEfqzDTiaWD)8~T)d_)&?BiMLnun;M5aYK!R!h{*3cE+%>VimrVsR}c`JwkX*
zbaB-}C9Gqm8jO`3!QZ17@N^cZ)l$l6VRG<&TPTCoN;$0D0ndh0tl)Yct+`=KCr1mJ
z(Pv=Z)5}wj>^mEdgJy3L*P^juXRw%i_6{GrobJE2#%VFaRxS7aTw_O)u*k+ACwkc3
zpn`$Tz(z^9dx0%YDKd>Bi-7E{G~qRM1ufbpI6;GCnpiIQQtCv(YY->OZlf@>>aM@9
zirt0bZ0LkdmVh`>Hoi4cxXbk_!3}dx8dbY$;34B1lZ0u!vc7gVwl8ahnP>r__l+?6d9@T1=Y`~GN)k}2`;p@8Ku`@7!x<|-Vd?}dBH9?pNRCb
z;gZ5*DmkH(_7(_fuJ6N+5_L49-BI7tPL8h%t28gc>^_pE#8^q_v~Jry68cO#OXw<1
z)IV%H8*5ewL-;;Dl=~T2Q7%m+uT?@AclV(&ZIy6R&HeO{yo-gU-jQu)Wl@*4FG^(4
zA%6al6_}Hu?V<7WVqt^Y?m8^VtJ%3^p^{41s-2D5YlP=HT;J0WU6#;hJXwM*HlY;9
zbd8mK~`$p~^K~hUQVG#Ex*>4v1azpOZ!Og;C&hO<`0-t{
z+g06P4L|_Gu(Za`hFy0p@x2M`dDr&)LXozWnIV{acWL+gLR$E9;Ct%&6vp?^^`{xX
z)T;ZK?>>2#0=5g$_KA>p50&EXQtoyk)P6({S@>NtY!{M3b&&OJF}=WBT3Ba8KhQa5
ztKS{^c9*;4y+ha_je`9AJ=%~aOe2SKA%xx$o>N%-o8XJbTOO+zHpCOSQ_^{=qA*1G>+A{islW~bbb2_$X){7
zWX*vF)b?kYJ>)zd+>AM!R$M<;uB%Av={v2cj)pb!qUWXplkn;WATtJMUK^4qg#U<
z8^i4VBgdj3`vpx16+Mp|v4-8Ey?cd}KHiYBsLlfN2vxqO_NMV_VS%yiQ^AwtPXA%t
z`T^jSF+s=l`{moEGwOf-fa5b`ygDh?nnvCClBkbh4
z8NVCneJiX}bMkfLgCoKrKDNj34G*kfu^jQT4Bu9>;TvDsgfo>3epljU9lo)dw!2{o
zWOFI*Yr#$1{+lHlzg{=G{(#0__#6{g^jJa0u496m+H)jZjKFeTc|TQkGCKP4_~CZ3
zF@Y!IXy^$c)AexQGNY5~bQT60FXLB$fyOp04!n0lc$}ktbn}GZ!FBqPbW+&Ko$GHj
zoD{xM`|AC0l7(Hi;bt&gH`6RQDlYf6%G8E`U8i+*g11c^0`t|o(WiBShf7gl89NVp
zg-6;>sVe2?RioU!=yIJfpB>tqa9U6fZO%U}MBuii9+zu<=0mDb==hu{MQe=$Zd(D`6UT_t-H~LdrTMT?OYw_o=HJE9B2j8E&)Id^$a5z55
zYHtwmZ__+{>(t#tWn=VM4u@<6Siwesxb>%d1iQ6?v{wY&1srZ1dPSIpE7LVD1C4Z5
z=+ALa|4Lsp3f{psznbZ7Tq6HAK3nZMa%5*v&trsa>6@GkUJYb!6mS8m3q}5hdhG2&
zGkz0Ja(%B*_;uk$_B|l3KDaLUhqVN$UCOfYJxQ=xu1dj?dwgWyl7rs;#>c8k13tRH
z@u^T*xmta?oPRH-s4|Y^>%y?Hk2zt<$3_)-2h*mxGw`W1bBvGMnWJEMfMY`~$+(JO
z9yEy^9y8$d?mQ@U${~-k?4U!m@ONRDPY^u8>4lLwtMsFMMAf2|`0A%}fa)}sb8tbt
zJ$>`L5QwvuO~0e>@8v`uO~MHD)2D~glTCtOIHJwI0B!n6ncbA#D3mIjhGLc@##i2Q
zR1PCV5@N@aG99x$-x4)_)CAqaXPDnN2`Tn}CA$>KCZ8KHL-NMn5QaJJg9j=*%f(B+
zm@W7gxzg$zLRz11N8|e(4)d^;Rz>NCY+UrVwF?
z^y@c;aQj1XT}{{2qXOY4J23hEO<^FH=}5P4LivXrqA7m})0D%&e+d1!FZ$5AKLp=i
zb=^mQKfO#`voOi=`(Ky_b%{xQB&{I8xe~7BM!&4nc&bNd{?qEH2
z+!BHVc0$UIk+P>6yH7W>*J9!@qw`foC}-{q`%=nnA%H9Rg%;ly{I~(X(B|91<0ys3
z+rk7KiB-<_V~+TXG5U_+s?K^A%}zCPq{5Y4T)L>>1~o{u+?$9*AGpM#uK
zF4UWq6(vQc@sH-OZ8uQEJOMkx>-!P)H1pho40_B*?m{`4=q%
zA3Z)Fd%IVg5sSxIPO*G|v+W}7d??Ha8x1>b{WKe9sv52=0tITZrz-Qg5Nur$ax&B*
zw1xGQ*)I5wELG{*w`poa+i=w=HiGqoVYVxtC4*dzA6vk$UOl?9;R5_sJ^;nr7#C=7
zJ9?s|i*&RdCA|G2-E0>!BU9m)wcjbgY8*^1AD}+XO4JWc#3pnJ)t6quX;{nK8lS*F
z=;*#zF4EEtD0$>X+S(yxdg!cvcmti0Ty}1fx$(G2+D=O^*5bQ9mWFl;{e@(
z-)s`>Sm)T{TNg`CCNu^oFHp2e2(V8;94vLp&7i+Xxh6~`zrH|gOoE^Gb9lkhT6KXw
zHwn?&4;0?X@cRXNU=ns}=7G;=MOEGe
zQy#2#!l!t6Zb6n&UVPb=)m~-4`l;J%1Jv!m2CLh%E)ZuHQUb@rjb`<8Z5kO*U*g!-
zW8m2@^63`5hG8tYkMNk}lX2~HnUw=(;Vl>Fw5n`4wx6-4
zUacLE&qJ6|wk*_ogrCQVnvXCX^0P$+#U2mdnBiV^c`xGpJMm()<3Jc+NnlS^xEnY)
z?00_O25~pe4E}746vR+9xB6$ABZ`sXFaB(qgH&wnj*Pn@53(jcuxGqTf2Nb7=wUwtb{c$e6mCFVd*RQ<2k=YHEjmY`He$HftaF&R;enkdWE74-
zw4)F+29zm>wp*ycM)dNU1{*9JyW=+rd=B0N8V@BgR@;cqJQsY9j%vl-oa!7c?j`zh
z4}YS~y~IfS8$VfRO;{+u{u5p7C3IT5;N6Y$xp^fy~S`fH}of3V=r#hEIn&x
zXT@8Lx;~;#@T)$92B1V$Z9?r~D~>Txw(b)^9wX
zcpa_3n8JN@ksQ5I+@ID_q_;Skd;KD9^cJJJWf$qBH;Q^?o$=Dq7kS-;@nTf
zSGIQIkllUkO7c!Pl<903RY&$ZF`VP{d$2614Iw*#wkkk
z6%B5z(PMsTPUGgcYwSHz3_-^DQy)Julsg|nWBtUr+)6m|6XUtO3v}BLF?snE*$)t>
zap_i1@(1cJ>Q~9BSEvR9>s1Av+I+C
zo*TEPc3VPGg@R_62Pl?sR^?6bpy63enHmAU58k;uaCqtm-T^#rue2_Jdl*`wUv7}I
zu2GNSBd$3lpMhe($Sw$3Cs%=yJKHU;g`$r&`S#pojN&%k(5ohJJL(PPFW#HTOh6&Re^_SU!KNvbm2-gpZXau$c~CLsqr
z+Z9)22;1X*%Vt?{cNhu$>CQJWceJ*IQ(>Pe_Nr5~4&iXaPtooGD0A>BIvRlRZBEmJ
z05MYA*J|(SQxrK!3=icPZ*Bh31Xcy%TjX`96gqX$n7|-)<%m}~bkH6KJ?#BjN1F$U
z-i{-gn@jrkTPH1HBCPKQiO=I12O1hEy67|*6R|6`{v3eI&Q`0+wBXqkrfIO6)#Fl{
z6)5Vs7LL{gB8Iz9k|9vsJRkrI-%aSdD*lxB{dq}W`4R?uO`LvI6OJz{MIEN1nL%hF
z%T@GVkhqU4JxP;-QA?b)v?^Gf#K|X&=Yqw}oV`C<-Qx1tvTJC*=ANSEL&UTsKghZ-
zAWcKO6&@EOvzsSUx_O=D;?gAW6>59s;?kb(^e4$a6ahYdf?`9(Rhp0!Ed5TwR30k2
z&@Z8)o7P7WIU8o5Aakhb;b6;#hscU1A5?9Y^uVEFh?6fO!#<}i=hdgL4p5avsc}AL
zsQ9wB@wnon;p%a^IaG}0-aSFVVWLO)F{}Is1zik%5KP7DscmdDnFCEPg2ug<&o&NR
z3>uhybdr{ai7EUQEaU$=OdP=>J{@6Vy!K72M{gXbq+z08@G2``1k@whWAS5moOOHp
zBs`6VEc+yF90m`!c6;b;^)SimLE>?m5e^SWTlrDIcEqF&zn&i2!NdEI^*c#>!^O!q
zN(Nz`*Jrrs%EgVQLBqutNB((?WrM5XKCl8)a-4}%W}?lQiB{O)<9aNJVD^HSb8M75
z95mK>+nM2FgL731q=8UjHtEG)avf&U^nHXlUAs~7*2PeIjKW7Cck7PP;t^ti-^b{j
zvY`8#aX8S?uD@4vQ_lDuGAEU4QU*p*jc4eq5n^!ROso6p3OWU^C}KJ8Z1@-WWSp*H
z`)@4c*al;kV#n2xX|=n=YIiGmW{>Gju2uF9WIg8=wpf|yt~2bb`y7^-!TiX|!Kj>y
z!J*M*K~Jc#o`dh~28)$J=p2L8uDG{ORmpBR`(rRB-?F;$26nXP%Xn!;yzG&LK$;Lq
z%ZjVU&~enFYWiceaill|Q^}f|4*JiiVqHvvM#E7$a_hmj}j(Yz_u5bqJHq{wjZf79FE|W5lG;G|)`5QWeBQl0fzek43v&
z3`th=MBw0KG$&RZ)~{4~RvPm)6-IEEYT*G?k!1x{#fn}IpTKJO@`56*j}_N*BfDtc
zSn&lqr5Ag1?p<_!ETUXcOMZHcT_*fMnR+om`yb{RV#xnMYxH6!chN+b^o_(nW%um;9*0(57(>0{#R!M0V0D>=0dw7yWg(>`+q{_;Swv
ztI(;NLxswl_tj-hg}6Y#EZ1rJ_9LGJG01c5KfKZ5GDA!gN_}I-(98sJAa|wKxGq6_
zO>!vRgelISQ@F|zXu0?8)R0e#=)&#zFGZ$^(;SWe#U2iN7%Z3utDspUzoXqLVldhw
zl}e2t)uo8#3dbarH$jZT^vv>SET142X(%g0%%&eQ#7Ticx+OUaUtBOtH)FOgMz>&g
zt}bxy65Zn2FDzU-eSvOn?yT9%6p7LEDG`Gum2pp|__pum7?|mZLyDZ6@J@dIaixML35yY^DzY4y1zfhbLtYO&
z3#Kj2H+N0Sg;RS_!zS6
z3#4=$QUFX{qf%vm4Fo^y08#*458MT805-#X+kZM_)9c8&Z%{PYA*lt{JP!Lc9kON}
z5^|_Ro&_vF+#xrhjZFTwLoU?Mg@PUFklPlZcK#P-`~p1s4l!Q{od8yEK}3E)4uH=9
zYTi|;a*iR#z-x}9?DJGAFW~X*h$yfLcpMlAy)pq~fH5baGr(eCKClE>4%~I3qfo8}
zQ3F9OFzghR1LFyyu0zfMZUZh@f~-7^ECmWbcF3(j6L1sE!_L4SR&UM&4}gz2+aYfQ
z?{Ka|ZUJAy5d7Jnks!=7yvBFRdw>loopK9M^JHPC><_I^f3j2716zRkz&7A|V8c_L
zvIe!FAhT1B0xo#EQ!WSY0-gsR0IE`IP6W2>MH!(TD6T?Gfo-25LO}m&UjsTnXcghvOsb2wMUIlCfFVrA`gAnn<&@rHJ1PLpIg$58uASn6{MSzCK|9b=s
ztOYIuE~rHo19d+jr+_uU7T~O-ow9onQg#f=3#0CSEbLN6mhC*U5~a;g*4D~#^y
z5DxgP(@5ZQ6xH=kxiAMrbrX~U7}AWg2IkyC7QsOsQ2&ZbwdYQ!yb0I{Y=peL1p%W)
z%)bjQhkU_3oH0J-|)C8ekRhEbut63D^WQ
z0R^>5cEBf0I-ox=1{ei&=L$`7K8QfhB$ooifEBHP)*mHk~OR0Pp>XH1{l$|OD+Mn
zI(5l~jUYC;cFFz;P!_K)xfEyu)&dj#y5y)tG)M!x|Ak2)GSc0jvhr0gnS)VZUuCBK8^r4C|8HATI}&fX@o=lFtHbhIh$!YoOc_
zU2@ns^s>O?K>rbi2oMHgBfDf(G8!CU6tE5G|2iy2b;%3Bw~XqN^TC%ycga=Y!$x<>
z4ZyQ8UGf3Qi^p`yf#VSXFcH`SECI&E!W`HHOfNwZ#dXQe;ERCHDJc5F1f&E8sfk^(
z`&y*nF<6Ab`lK#-8?XYn0P^#xUGfp|`_oWFsR$UjAJ_(L0=iG^k{upLmI9-I1y3Nt
zK+_}?1<*gUOO8lG1g0P-fkn@v$bf|z)1ed-k(D#LTV
zz?X-a<+H%#VP;v#L=gg;U>*@^M*W8%Im#^W0XoN;<%lw*Aki#qo<;zVAwcjoNr(ve
z1Czi5Yp0uK|11PJ!z^b2&jJg884Jv^*HpA0i_CHZaM@zmdlt$F%mA)mVwSf6_q+yk
z_`7F~SuSjVAa$)-j+urCyomsSnoVXoY9l;&&n!2B_j=zfJ3I$_+s$$|P}qSK0xN*6
zz`Am?oSKd5`2hj|R()ia*TcQ;Q<#Hq0XBf&RArV!rXvBLndLlS)aT|x+5c^L@NctR
z0m1QVvs}+C>_dPvpc7x3wLYqMMqzUTlv0%rfmEbC?>rQew41q=_F<^8~nqlow{
zXg%;a+?_pUmUF=8A2-W(o6r!QKv4pZoP>XnN1Q5zMG*C;%(4lnIfE3yg66DQ-ZUE)
zfi2+c&Y=k20sahgV8MCl2(bEsSv~@Lc^6^6898{#EEfZ-fUS`4xrVX_zpc?MyAvV?
zOb7a3hkOonr0@^K1cIV_P@?CN#rF|opso!bKpvrz+ib0PO}A0P(qzTn%*SFU!RUFrDEG
zsCItv7pNP62;@Qz3>mLZ0P%*Ayai|i9%uG(
zH+(Cw_(kLh
zxE|O7+y%5-g0f#O%iCbD9#{>udj$~y#sC|E3xFozHlXu%Bmfu!GyxNVA$Uq+*i;Zx
zLF5D11J?t+Rw95Ma0t``cL6hi)xZUG;)3WCyzQ$FISjo4`*XlA1i$@|>4EG|ho2t5
z#;?frA{I6^UsLo&F*vvZcDx{Gf8FkyddM;$*W=gn6>YdEruAlFK$}z=tZ|&B>6b)j
zdjGEIq>X{>IDQoeXxb$)TC!84RrrRsUlRRnBS1T2&0{LF@1!oEl>o)39GJLc^ZA17+8X?taaXQ-KkeSxdhF?V2vF<#y4CYa=iy-yMcKsc;bMLct0aXOd&adf^8O@@T
zXf^W(n{IJOeMU*XHp{?N$92*j2dO{hT@?kJa!4v5`Be=``ejIJA(^_y5>qOIL~4U1
zFOJq-M&3ptrKUJKdRa`eDF(eKsgnxrrT$8q_9z01{Z$N>>Oq$$QSPr|sEvb&!iUAT
zMo439GQhNqv&NyyNfM+2W;~8%MX>E2(9W-65silZCOS#AVAEft*ap#6Y6LwCPXYfX
zy85alr~<5|TT-0Yog4n(yq~dg^MWSZ&XOE?tdQfy#ano%~v?Z1O*1
z#$s*P3#GbRsT;O|pqt@LPjL-!mI&4X39>qSR2+eDmJPGxxV-&0Y+|mr+OxBG|EStT
zfv
ZZdga7bB%c&>>T3@^vv(a);%JDYW6bm?X^t9XO3HUKc0%9RS_Dszd&#Uo5rf
zA&knVwBM21Hqdy!BlmYP);6X$G8Aig*>uQ3a;6`C7k#8D$KH0K2pU;8o{z`8O-uvW~p0#o51b?%aYr(MPYTS
zikan5zzs1?68gaDLRx+UiWCA`zldd@pO$5B7Wk?~bn=FnjrsQu8ukXW1HB^9RyZ0J?Pz?fnBy+yT(VC3O1_FcJiKB9`?wF|7sC0Yp-88c9^
z`X@M{_N>RUE?R!LO;3KC+a$arZP#eIJ+OB6C+36V(n@aYmU6|Q`ap_=!)+=&N?b`D
z&0?m6y?<5tTa~9$NwQqh3xDr!sC6G1$L$(dF
z)-#<>kH(Bq2)GJD(-~Uzrx;n-40_wyPMJjr3BjlgnTz_svQXoRwghIHM`jke4)P+%
zm8{(^q}uDO3F>JdZes9Dg{&BM3(z0H|0*uaQad+mNV~=ET^g&EdeMVc(KTf~Y}Q?c
zQo0I8`;|hPKh$h@;aF53n|xD3eIG91(aJO>`ny@
zKl9L}ap_1OGt%ZV76l^`wv<&UK_9Zcy}+J0XgB!N7C6~h6I6coPCwGQ;h8$0-kN;9%=2A4^ZC*ob8JBk?c1=
z6a~L@$kVY2z}%=7{C#k`0A{sqtmb=bS!uF8-o$p+x`Zp;OC9)%4hncECOLR{gZ4DZ
z^%#vpeM>3qAx3!bJrw&(IWUUy!3_{-rP=<|vH|qqA?p5F&}0n(bzD;zr6?{+&
z0!*?Um0cGDXmuOhr$g2fNW0t6z?FmE5=0N$SVIPSPY`*xi@T+K9a`ov9MuGCVwAKW!fm7Q`VK}9&7jYY!tD?6knLAh
z#M13fF;-%GR?cH7+$7GCk_Vv7^t9asJFTEIk|?E1Tp=w(f#{RzWEVyrM?l+Q7;8pk
zLIxt=Q)!hMiJt{J>T&wYjEL<5U7SW8X87L(dfP;bmBkIV1p)A964u%2Zl~CfZp#=7
z<4R3c6=X*&vV&8kKGelaecnmO@LU*#9DDMe$x^J8406j;?`)UirBaZltaq+UDN+N-
zy2*4|EqQChP&gW>SnXt*rj|k-VnDCQHUciqV_I8hDYdUL+mK3NH1#>=%uibdI^#L4
zq4RX|DQO@L<)o*ih#)A;3|hxYTcxw0x6PtpUYcPW6O6iutp|7dp)bY-pYf8XZ2@Hd
z&ts#;nkpWi)<9Mc*%96{8;cO6QYn8hk~)u$3esY2Gw9|8@Q5e-VHnX)6Qwy)K9sp&
zAsrQ^Y0`Pn6-y{ok|HJNAxQA6G*6O}Y_dT&tTkC?J}k*4ihwRlQmAwQbjw=2Is>`|
z^nrDB+W}dV4}0#R2z?#p+DMBFOF?hJhJ`XtU}pI3f~;*5mh?fZa_rMl$1zN}tW?4p
zn5AMvgEeRDk5$IA|A(vzGI#7tblXGLs!UcHivx-w4C4y=_`cXr3LJ`t{ok}gBZUS`
z1zn$uU3QD5QZ;L0vXv%OnRge!Jgb_1)JPkHQTbKwNcsBzkNs4bN5Q=IARV@qQoKt*
zm%y%``HjCE{I)@sa|T;TBE=?1zBEBA#o20xq0r7VRgBY1E@aS39+DoikPG<2K$<62
zffg=PbT6o5E3?}`D|$)ZneO4}fv)_OY6k=mVwIt`D1S_*hpZm!?
z;Fkkg%@w-WOG29hIwnsU=-AXU`l^WyN-%}ClZ1p8NUE=4zejOvDHmZl${8}d9x`{x
zDj;K7$NpHXLM-;!T(7@&83Y*+G+n35cG6OtI?#4aCd)(+pBAZ1zgrm{V%XfxB!j89
zF#V~ewmt9YHG{bU^H9fzEr#s-d5>9`vk-1de<{
zyjf1Z^=_qJ%%Qvlh%1ln{Bs&-iEW`
ze~rH!rQ?tVYAMqPQEvsEt~IXk!HuQTrt#?09msotbkH^{1qF%yt@YOY8UV{|yD`;;
z0{oHAXs6{L?%R4IGQjGZh`}i~RU3
zKpJbi0Kz>G2GSKf$(!5;NyDTgkQL}DZ4g3sNJCqxr>%pKp9?_yr{OfKB|o!=Ne)_8
zFuNeno=BmAP{Ah9>FKmM5Gtsfh$=FPE(c1%%3vk~e3Qb5YD+*@J&9c#p7sVxZZsrF
zS}3`vBafeQ&tP8)0ie#7ldcgfi$bvE-ggU(q9!AkIg62+hOzN$YA~v6
zBg~dfrQBe|J?se-=`{K(SXwSsfp(rlCkIObih9~MKrrihwo6o&A@!p*gVE->PeS`Q
zk9NY6ln6R|9&->Z<%2#ykIaLmjkb1AA{TQX>Bim=$K
z&$a{|h-xa#1#Be#<=#Pyf>&*Ve9L>}JrtwKM$i#ED0e8vSz(z_vmN-1rh9c-%7SG7
zGjw&R6l_xhx*DczO2^32qzd%$y%as14S+y;0yn>x_`Fj)AjI7AYrqLla1
zh7st`lR@WyVYYORY<=1`kC}dftx~!Yi8|sODTPTjkflD2iNM!-RJq~tHLE$ZSabU6}@|0d9_2grM*nOu}TCgrpaHB`_yl+;d8q`
z9=H3>&ZC|0`@iq|ak*@d^Ss`FJ$^l(&&Tume4OWbn~EPR*Kzga$K7GwA58hHwz_b9;Us;+pz>u!-x
z$L3OOrXgs@LX5&@8Dte*BfUljPdVVG`Eq(k<@fDzfXTrJDP`9AShI^f)GhMH$l$Qv
z#rQl2tXbGc2V)7oJT!}>9}~<X+7kkp9eJS#b(
z4~}SN0t6LPusj%f=un!ZjtUO#RU?uMu!316`$kS56&#ynaLg#1io5n#fxSNjUjf06
zQP-<`;@a~fpNtCj?==ky)3La>UW`tTbU!wDWUm^q7A*A5!gL
zOCt|mm>rpaZ1C7#8Ht#)eubsWVvOHXIW{&nzNQ``ui<4Q)=wMpXbm&YN?ry(@uE~xh9Tyzjs|s+$C@h48e(2Q5Nyh~TrN{xa
z3A`8_$6OOSAo4bNA31=^6Sf85yM+IIXe4}G@c5)+z*Tr;XqBHmG}0|MI5?>iF#S~A
zGZf85henRe4IbaC1u%O&?pL{{y(2d`vR5`9j}=b9Voqts10x^i21h3?0L#bn=RDEt
zc4*|y6NBkPA4u(*pVmF0IeNeGlh14
zkTZUFy)?7EX-e8}l|{Ng(4%`|L4a=Ujqj4^Mm~H@gAap6%<@<>bRlYe5>8axj}NBx
zS`Eq2tMHgW3VKci70QepIVQMwuQmwEXQBEcI509f4?FstF&L5s7(vN%+(VU6Qsk*I
z=;*m%tMCBAj`_cawU7A`eI$Alq|G1%V@IC+lN
zgw@w=a2YxW7E^-*U}OM`ZTIp%*Ys3@(I$qz;GY9Bk%8XFYUE@Hun_o$eh8=Lh#nDub-`EG&GL
z@*gnNb^7}JU~a`pUf_`Tbx!-0nFAyKtx%B4F)nvGmasLuK#VFOqi(N{G9;
zreGMp=^%mb92&Xgl;D27aAV!%%!D6-^CL@6!GWw6tPqN}L?=f+JSDh)uWev+p|{O;
zeI#LQa8R$bB(Q5>i*bx2=aFNBLwXg0tjL3s01-nLaPQ^Zxn~Vv`?YM;|;gTYgPYs^lYdKh`0&7-<
zB}UePCAER&W5Mh;DgH|bNBR~7`zK}f#z4X1*^tD0;^4^10*e5*$O>91*lh<#t|0%~DlGDqaIX!CJaJlZaPNA+RZnUehQN!x!-)&Py_4j@S_|4JQ|i8GNaXWkbW!f<
zII$H$vH;6@dq@>;8xpzZbet}#0kVE^9o9g^gKu)8;i%ogjZGf=FxkX0hi4yi|EuqzgB
z3S{+?Z<A7T9ar{+y(2FbqL~^Y8~Os;T0A|Q75T9c
zZJmjcIs!|Rh}jlK0h;fT2gvn9I65B>G9!%BFBsa
zoC~;i8*a^@T|?&`vI@uA(DQ?&2!kT0O$Z*IB+tG|Q?N8x>bqf3&20-OL>+zt->1PG|r4&I@d>rni;2axzObQ;kvL8+;51tj=
zulFhlvrfRWR^ZSgsj)o_WhCI{!p~;~dnfIHLKPH>Md8AOB0o;X$yUDXwh_=COHKtW
z#HgEob}%z(0VGAI;l4mR)c0iDzI-;?wgHm4SYT_1*?AHPs{{6mB%FgILNc_IFZ<)K
zE>h_eBE!xJ9+@-&tP!k0`s7f0T6RvbUs5$B4L9Iklk@~6NfU!vk?+qzBeX%%R)*EU
z7=EGO*$AVHV3WTec5ZyB(C){H2Suiw8yp_Fw*sS1*fRapEj&GQm$im;z-2W(n}
zn=#Un_eFY53=WPQelCu2x%=Z3zZQ3zq@?FXCZCHLUL{!l&sbb7tnZ-6%t^r$?L@H^
zf{g)OGIfLC{ee=@6O-ioeCfFDVBy^sW<_qBh`y+VB($I06F@$GptjK46LHGk0$Gm(
zurO0%95_%~JU!C)JoH6&26nZ9xWgdh>+{UW8RrF0>|F+!brdeP#MOP7aAo&RJOJ6d
zS3P9KSdLpOvdbe|&kGJo+6C4OX5F8Y>D(VR2{X3B{usWvfnh7xCvxSa;Mm?ZU=6rW
zVGk|u90>3Bi1Edw;6Zz|K~{b|^dm2xk3sP^+PPOD#$@&wEC7~>QzBQMk5gwgSUFgZ
zR0yZe^Mm+_uk&%pX@ejOtAlMT{EQ7ZPKHfJD~v*{a>$m8qYVRGF|U~%9GJ8ilEwmD
zor&bm0g;*K<1*~^$-%z88X;M5n!B_Lg(E*qMs-7Ik!mnIelM|paAKQ+@mmB*?gTW1
zbo@~R+}L_>3dYtdNHUB6{3}&<+28s{-kgHYH0Y(wYp}Ao3*htkO{(JHAxWbE%gV4=
zR?2c)|Hyg8nB~s^%*Kf@EdlWI$Y;eUUrjL%h;CC1ev2r7
zk5~N2QN8d2oRW(m*;VnU+h0G=aC_d;3vf!Vgk-^8_;n9y&}XeAJ@Wnq!F_sd5y{=S
zJ0ad~jO@H1I58;?J7DwQamOVQ?1YTSo6}I98>R*i?NtTIhB8W-y^3(4Ui&(Wa$MwZ7Y0Z7ss_u#!sNM9h{VXt7Y2tVHG@ri6U(-R
z{hkr|>q4|<51cP1V8yb9KU=tuojT<}kcTDA6;d!%{hVpRV~;8W%z77flNS9l1OJh*
zSg@eSei?Unc_4T{`Xn1@74+6ZZ&MI@@7P)m?9~i77i*YzK>;J}&uPKoNg1fz2&`wW
z5r#4ycTsR)c=2u6_*5>GqX`ERQw^Tc311JM(+S@MUf2oW4vzQSxo7eWA^y88#v%Vx
zEE7jVwI>mzLr~d?!3glx;6vNBaX$^83&1ya!l!{Zdwdl17l5~cFUIIK$491K92`Di
zJy`xB_=+l!IUb7*5>EUK^ED&eO^_8F5_#@o++o;-&!Mf6%@+rU9h-eSI&&*l{zFHS
zlqC-=9}JVK_9UMtf#-JQk&7+~J{fM@Gq7<_BTFH-bqzJX9Wbl9C9i%LZyehrv>3m=
zQQkdyQ)2+@>tq#YbI;JOcLJt4d42b)H<0gJ9@q|xs{MMbe=}g#XN1-_;9L6rLuJ^i
z>YpjH>H(n!z_tOQQh^7Ctig~Tbsq%G^5H$2!|=EMh)@$EHjfM~##YP7?WoSC<3bgi
z0%pr`_XTOxtA5LPU6
zo6YwJLX{|F+x>ymO7uy?1A)-?*U>N!1d7AhZy$8xrU&s}Ra9cjgMmp1SQQABL%FUh
zAPXdxSG!_us)jA__Ub@t1$=CKB#UMN){R?o2
z?JdHgU%DP`Cwj=sgs(>ppx3%SFlsfn*S{F(u?5==F9yOH0@_{-B-ddySN$uHxlKm(
zzXCm)F&10?6$tHuV#P~=&^C;kI^<<;AHkuU#uphp?v)c!k+8UbwlcObJIimec=#dhh-7&^#TBd^Bj
zY(!p$?aB?PDTY$b28>!bXhhx$yX_kSU85c@?V@_LNRX5@9q7jF#oSPZ`D^+2fQ^+2HFjX-Gm8-c(kktAC|v~G4N&}unl=_Lm*Js5J=mCd|Lx*h`jbKH1%77KpXP1w*!Idw*x)aBVYbb
zAhdLIAkcuk>777ebz>m3zA+G}N8X5h$Gd2`_Ym+s>^R6<-VcO!ybr&d0zFDU2uupJ
zd;su4Ag~Mh(huSALo_Y&YUJyYZ~F)Z_$Ux)`Zy4(MxbWoRmfYAFGt>ryb^io=0LI(
zq+)ZR7H4Jb*yj1~uLw>^=o`uk<(lkFgKzr;x@U!20wx?=JBlkt?10(RNq*Vza90b-T6ym^`7}}I*7AH=?Q8ckfYhqw~
zBF>)SNcUO6pCkQe2a6;7%n1(a7D`VoFxlCW>t_d#OZ_X*CpWbkKl=jB1)2Cz708JE
zb2e_FT{I_HVT-UB$IZpT(E6ZR8XSdRsR;hm=boj(u;mu$Jd@iHt1^k`h3$VQ&
zeQ
z`1AQ6Sa5-FfcH-56Um*>H549^H^4j6trUmu9&!9yMp7Y&8CybxNX^AC5^*o3gVm21UTC7#!n0y
zBf)+B*>O1D8E*A2W?&tgH^YYnkc`+PxpCyx6gn~($y&7aO8nA-KfvD)R=ow5c%x$UT85nw)^}t_>sL$xII9qqbneg
z)244Q4}3rzE@wqwe?Iha4DXbC`tAU=AdZ1>&j4ObuDr3gARkjKWI1rXku{_Sz}g?H2sYv0d-K<06W
zu|Rqz$^etS!soJg;92W#EhpCna)IHu=wslA@6N+UZWGG6#y1dduROdKdJ-r9ft~1g
z!ExZUPWTP*Bd22D|GnUc%J}yMcS9h%qtBlOKd=-24{$k;`}!|{4+c+^2^~_Q{cp^p
z$c2m-9{JCT;K7Nw3W}c1^X4Z+DmLKTStT>Nh7$66M9zE>&yTZl<_Me=nfGvT|L~0Y
z*t3yVYc9{9k=|vbVRp-yW0A}8+2gk;e}#
zr%-9y&Uk(&d^VVjfmnU?+4X>(1y~C%yGg8p{9ttFfo}yrr4#+zzz&GR4@Lal0^AQK
z!`=_P5KLy2J}(0s*a??Ofbh_G86s}NA-Np)Wp@)U@$F1Rayg@@K(_U)b#NShD!3f+
z`~VZdWH<4-w2&MyI&d4`URfU&E5H^G6gV60-3cE7elqwx)=UpDh2BNOvy{u>SJDUE
z)`itUoU*^AielDc_#mpzsZ?Vh6riI%};)Bl0;OBo=Ma?~p(y%l!$
zIwRU{x6%G`Mv~;uGJl~#Jo%rL@9E5Uv)_XS!nwqzPG_ys|7rLc9Z8Fs*Yh6gGjt%k
znWSKMx4V7Ame9FeKb*y64%Qj(-wE&4K|iwi@!-(*iMtbbATcB%pH^8Y4Tn>-1j*LkHmt%C7GS?Cp;Ikxos(B)EpFaYAtPBEQ@FWCs
zB=Y%AaM_W4{ulV+o$y2yXmlrh5Ac!X65m`P|B%jxptAte!DVVP<`!48Vo^pKhR&A2
zKJO2n+X>$jgGDY3I_wTMzR^LGy$7lit6;ZPUO>6(Wi57lScW`sMcSp;uGCYWMfuI#
zeWqA#bfKIC^o2h;C3YyOHPM2^+i&v?4%$fm#dF&x>^4XxAGo~kLzjOO_IBtE
zXyMLwXyN_gz~3F8CqMG?-5pXYmR?F&jpq%2cN$N
zb`bu)zsJ?80G}n@i}si9Ix6CLmZdm@VPMIb%;zt-0TVgIrBQpF~~x{IR)b$Ud1&?+u{aB6Z6HNaiDnP
z(kO0=jifqm%b=9h1%c$~_&K?r3KuVP
zeq=r`DS$5PgZ%MjUC*&VnnjYYD7&T<-za@h+c9d%!1
zguOw=%;nVAyM(^pP#jdHmwY}PqgpOb-l4sVgTb{4HImke72wPYE@woa{{b!o)92k$
zQ`zl(zIPm63O-l{w{LI*1Trvveh;`D)_s0Q9KJk`pZX5^62HC4U+f_0$k))(H*7kY
zKS=Tm(uAQVP2c-LH|DfU9{`iR&gUOX|I481L?DC1jHe@e9Kbeyu*+UNTuZJ65g(GO
z_I80Y>{j$Z)=0jTCo+n$*G49;4fZ;v{44B5NR`Y_sB(T}pi4TN+Zcj2P4c$CX2S&B
z^Uy0P)`P{3+}6|EUEG#7k+gx^GOdx+d1SAOguHu+D!
zkFR!enKw!r&+P$j)7*$$j@~zt4Qlk}!pY4}kmcpUM_t8qm(S+54)N=`tqrk)+uD-zQ3knB;q!06q;-FA`eAb_HY6SW
zm>#VkPcsLp1qy`xEFsJ_)B}*38Y^o9m#E-t(g&#TVDvCG$!{HCzoAQ
zQVwgb$Iq-;-7MExT!!6p15ZBY&x)k14~7HxN0zJ)4jWLyLF|km@8$GmtV=36BC>UT
z@XEjlxmubTE@t%qqdaW>j{-9;#?1d|0c6bn|6PE}``p+_#z4D!YeHuCis5dgPS}Nq
zIDG?nVP;+MxP7YHN01#i`9JWezxnxzb;0WcVI62z%72M?{F2KN70Y|HS2LFPG{vWN
zB<^z}My>7#9i@r5;xBajhuhm#n1~mZ&3Q)mVWl{y;>1xdw=levh}%JJg*qpU3KMaG
z6ygpSrQ#>m=#J<(<0oR)94m0*L_9;t@6=IWQ`jj_!^=rxn_N64;tX7KexK?xfLM(
z$#z!R)2KiV3M}7!?8)Lkxkc%Z$qT`y0=i_mnU0>Nf91q@u?Ied;i$`*v4i^!2Jrbi
z3^4ab=c0|C4zQDX)Rs1T-u68WYOI+tf7$@(dvaofw{{_=m=Ruq
z@WQuFxx4{h{1@CLatuP3nR!7QKPn(Mr8G!o)9GM*le~tGws2GrwtIa~qg?&Sf*}c<
z_n=c${kzCB!Vft?4lU%axYVrBtJ#P+d?dI8C|l$l%%z_dRzJ##O%3(srywPT3s{4L
z_K;2N_Y}yMq(dxEF%@2ca^vumz@w>W!wdyAyYt$vg{ivGWf2BWCBoRT-mr_0?4
zB>BMvNq>=-yy!rV9V5nE(%l8loZ<8*kUv0P!L?o#oBc7lOE6*d{Uy#|Ia}f$E9hxv
z$TbzxPzLUW-9c*Bu+VXNgNdZO$g`F?E-xREl!{rR=(kZou
zDB_q{FJ6$2!L(2uHJ;}@R6A^LAm1_8@zvxXkZ+MCjYvHhxF2r8i=XXNoT9|Fn3UNPxvpIN*-;#ymwn;ct%1!!Ai*BqP2U
z?2sGDNLsUjxP%nGRK5m+RAv7gb18WXzB?sJ?zl@@P2R+p8m)EM$lKb*Pu2ZSf0WD2
zIk-_EJoCD+BYFh9kAfat@3@7Il5vYl3@Yb3eJ!Z`4ru@roors}prSTCLjC&5Zo82D
z6Y?$BIX}}G-+Y(q0^|{7aM1mMK_-EVZ*f3gH6m#ua^Vdhb+Owzs&6CTl-~isOwoj4{i|^NStOn!QIp>9SZqd!{-6$viTt{#lOW
zC%)#zI(m=>n`SsJxAG-@P2O~c+s<;Cksmyj3M@av0S#~o`L5F(M+4h*ANllgvWfAZ
z?znlI0{O8kNg5!4$(sa7XMk)cHp9ucdx5VeUw@`kl-*2H4Y~XQRmK)Ad%Q4(6-rd!DiUvdR4XV-j2Udsc~DC!@B$1LKf@p7j)f&6*$9^WR|SKv%`56?r}K=Nkxj>B
zNY>L-kXwj<$7i^})u%c|d7qc0MH!Bdc+~L`^s`@o$D1E^U;=l`XTuasf6NK=WRpI?
z8B`XFTRh;h|FNP8TxvG=9Lz*Iq}${0yDjf&ChY2C4ou3D#4sE3auKZ}`%29!AWunQV!#9Ou|JSAk35d{>^ZeQULR{*(sQEp+4*
zO!`2!#Mh4ZaG99_E{<}krv?3t`ir?#J(==BgPfn$mpG8wRdV!yF$KBJ&ht>#>`w9-
zUpT&;juH=YjzVk+-D^gXr*Ut}rT%R4xeTl=`?&Bhnsfn&t?rk<(x9N53tUV`duF*B
zXK-6>S=z6Gpz;r$~u-Oyb&i`||yTF{<8F{O{7$}!5Neit(PqTVYr=RNfPV*A=l{;-?
zUZH;J7^mOrGINZbK;W{!2#4_Y_J`H!9R=zI`2=ujq57WAgWgKH&FV+Fn%qS{*%F{b
zlAnT>{k|i&@mDf{enD0bB!4h~a`lyXm@ANekrqd8n+n0D<&-;$=epF_FWAndVC`YH
z{ymKf)Lq{D!XTXMjr!P3!Fxb*xMy*KhLbp#D4ki?JeCdCyRmKYt_BG>OG!cJraAp`3Qi$!
z*vs)%^iyijYPe7#S3fs9j`=?wsX%_5K$=LW)ykKU>j6i3CArRSl|KM31ubEdZK7Z^
z^&Ri9|25N~OfQ{iFa!^)#ZeWx9!h7C*LwPIf=dO|58aq|$<>eL68|F#)R7u|YI*xz
zbj9XN>gzS03cdxGg65s+h^;6-9(kl}N4b+?5f!+d|F_CF*O7FTK1c)QYVZiS1Q?p(
z^z{hXxnOQ;Xtq5WZX1qFJEq>g5j>%Ac5*D^qDrYq1|mzn3N
zuUz%lQ(wPup2h1AlbItbI7#rE=xQ(oTxy`-OfRKiDfN}B{xa(8H`w)n^CtC`tNy!T
z3iM)81s~Coyv$va?)Pa&%NEYxzMq{1eXewQ9qxebEqFyfts98g9aMd
z@LQNBjS022e*D;D5+1B53vtYU%Bc(Lj9T?r$2!O{gr&}5xoDugN_cj
zMT_1KP)A3DOW;)bz73Mj^=49Ex$0j{{YqZ`uBTu<`2+-(RIKx#{>REDZm;R}vTPz9
zM6L#o;-<9aNhW!OJ6kG0ocdC;j_GJ}Z3&g-%F=qdf0urWb5ur21O~#Z$hlNU3ficzT=oB=
zzWg@5Bn_Nb6l>d^fbz8U``^}t7he=flCGQPI3+k=w~(cm8<^qRv-8OD^89z
z=y$xRM7bLDC%5V$q3#v`S*zxq?i)#Sp8!h{wuiDxW`#yjrZ2N
z%#0i(AEKPt9B+AwDfRrHHO9u@T`-A`^!A!Mx)59fkGeKsQ8fjRk?%Oi@yY}z*g-yH
zrQ^C6l%L@IRIlXxzlM(fpkV3a&Y+3BI?oxDp69rpjz^v-3Mpo}SF_XO@Utw(0}mFo
zef~cQ0y}yqy8s!i!AkOJZ0cesHoM5@Omd)+{FIZVKzIbhM>(=3sgPVN;3)e494kmM
ztImx*PhTE~&!QuJ7^RM`CD#HeF9ny1O+UvGJz{kSnDGer{x_^lQ(g)P9{Ll>&>j*sU6c?cK
zB3JThR@;~-!KFo&6PvZ*h@XPr&j~8C`9^E7JAa1(b}<0YA?Dn%VurIHxjHMhJjK*|
z{^vw_hxUindQ$dj*;nhhHA1BYkSEj%I<|!Sb@}<2sj_E#z~rVjq(aDRBA?
z=Q$6RbW{c|EvNd#<~Hhwx6F2qmb=U(+Q(%$*^sM2cW^1t+^e19777+oU%BevVR?$#
z?zO~F$LUBP604)tuj6WcYv+6h65ndTL!yS){&JMV2d;)WSmOO!@~N$15j-OxDva5~b(
zC+cS;^_O~nPWO0w|DQ!ix>Q0PO#+ve*z$m@@pKC6=xCD{U{f6a3H_@dx(S=D6zCEu
z4g4(~wRi#kh{LzXj-Bgl1`
zo$_NW#~lza@EIL>d;7!cY&z11#OmmLaJ!pLawM06m*{Ak7vTLkd^7z|qaSf&b
z)fDKM%(54oSbo>RK#UHxJjt|j)r&AmM^ay(emjaUu!BnlR`YFSTPRpL-p0q|@G&>I
z)ZiI9(rLJIcU6q*1+T^pR)2T?KK@e{l7m2x^zkd45XuG&(YCwcrN|u(k%6JGP$mlP#!*=0$uf@
zg0sM-&zAED7^2`la(zQw7I{y5fzs0`S3jxX;%C8ij`W~lw9^k8U23HUC(=M)IhRhs
zzZgKd>c2vLeN~-anw?;;6L4A1L$&IUC3lB#ZGTA5gg{EFFAmhel{8SUjvk~w-a2TJ
z>VHjr<*NT5>SuP;m-r*>r4d%6QJ@CLfJ=e!{>7L83#qSM^>3j*-Ub+>-$;Gss{awV
zz5kDQI>s36Z!b77*YgTA5L^m`Hw?z;&!E0?4KSNr_j~2@$gxnVL;FK|gB9S>==rg`
z-{0f#<#eQLJv6|>gY5d=5paL~WIM*3uX1I$~`F#vYqsjGsh`M+D
z4P2(%%4JK^b>upqa1?h^!*rC!l?+`tpZ|nBb&6AMqQ%h@~%tl2`76^{R9O*Ut@VRfCm02^+$Pr-ipIF(GLq0?f*|G&?S=^
zU@N%PtcGvBNv2@vB>8|T6kAC34+j_h2~W7DlpjWubSd?9^{bJN2ql)
z$S-!P`v2eLl^)+{d5S6UT4GBa{w26w|D&(POlO3V=gWtlMme!L9$X5lZ?T+1!Nb&7
zuKFvfuP@`&JEFZNiw2&MY~cNWHQ0*+`C>rFBtMWU_X(zXHOr2}j{=v1>f25Ay5Ktc
zR}QDH|I28g@8i@y{s#?|YoXSY>zZ!m8|Y`(tF8j_V}z0t?HIug3UWtrPiYF`OG)t(
zf6LZWaykrzJRIx$MFLr$C`wmRt?pktzsHK=PuZ7Cu@Y^hh|1bmCDEPO82HQMG
zkH+Co(vcQO{j8;ao9Abv$6fow>K!`LmQY6@f=f$OZ+BI#4mimkQ^~m$JC6o)z-4gZ
z=MP9+HlJLVZc`XG3+X6lvop}k=2xu&zFaan_FS+z4*!Ay)Q?7Qq5m!PuU)zCg`$D`
z|0+;}0T4)y7i@6_D(LSd#nvFoRsRy|Z~VjQZ%K5Lhsmo02^PrLZX|tX{Un*-kvONc
zw?715SpoKYIc74J52V2~&(TqF_-Jq`XpX$63#mt<&CEX-K)Iv%u?OnsartZ;1>yZKkx#hYuIp+k
z7zi!_M)h<7Mv-4ZedWYv4)y0!-~JRYgwIl6x$3WT`e9RafD15#l3(d)*WQlvIifiV
zQx_>vZkprzeW01-75yCF*u^<|i#%_jA2)}1l0(V+Yw1_(Mqx67TQ>N6Z~q@z6YIpZ8)
z51E_6?bu=$(7m~x`a1@4{f$0qd7lOlsIJX7lWT!g_yrxU&t_n@#2^eNX`vlQIKGMo
z7m-&T>G)z@f3%8%p*c=4iB0!AdEF?-*V57GD_nq0hdZugrIft1IN9-Z9$20uZ#mWR
z3`Y3Vo-D9#fHl^@U9WO}*3!S~7lPyX-_xi-4bBlkhXN^|Os)k|ei6AANcjwM?K0)F
z$z?Z=wm+ovAdnjGnBrIGFAemy+j$fu+lxIcQ1tZsf=d8>
zJ-6Y3Yb^EKIsKfe`U_lv!g|rUPz@;10^LG`2J+%Poa7(WSFZZ&!DZ!C+ga|wRlJvz
z$S(3@R}=CB4~aA{KI&JA7zNqzlk4ZGJt_&xQNtNu^aPcC=<
zU0l4+=Wn8c`M(O(;CKk6N%aRz)Zh+l5ap`>ck1UbKo%=dPkrU8|0eaj$f7bC|Jx|p
zX$`Op$D0H8x<(Xs=X+Tm{cb4Tm~?Qdz^b=gjq52mhkW`gj#n|hSwcbW`%cj8GV?Zh
zvS=a|lbr_4tZ#!<9unBIqO=d-*AB|iFR4}wWz<8wB&7Pkk6A{uX&<~
z%W1DA2E^fmEk{?fpe_tv8%q7sDV)Jjkk`(=`~RoXk*?WNN8`Y4L07nfuBPBoI;!>p
ztc%0{P5&kI(|-KjNQ3pBqb+gxmvp2}ss;Uy`VF3+KjZLl*ZHny`h$AgTm?-rxa@w)
zHNYj*pVaCU^>FcTa((G7c6XZ&T;Tk7dDQ9a-ZUQ^6P&PF>CJE!T0x50=GEYyIQ)Lg
zai5<7Tv&XUoLmc}{0VUB%4U0|g#E9QlCIY|fxc#2Z
zXM!VsbVZUnDq;X#(Wrb1xHMhrg^uJ>@EG-#tNv5epFn;20TD_6p+30OKbm&XAaA{E
zB3&$YiB-e1Tay((>G2bwqYB}!z
z&+r^gp}^-CTaNiZkL~nht{~Twjq*9is
z*Mf__zF$1kVY8C@%8AW0qA&A*eF1rhl4cqxSA%aDKwnheg@Uvj)8
zKtsv5P&$tK!lUgE;kgvJLu1reF}WV;RB{Qq&I6QRX*s@rAJf$M2IcPD#lMA)^cjyj
zsvy@#Gs+|2wvYM9CY^$f)Yo4~Q2lqPufINZF=RyEys$8*cJ+#lR6ie)96UQ
zey@%uP`@?Sk(nNc&!ivyy1x4Po8_4Q>-X|ia2*ZwO$W-$7+{wdxH1lZkbd;d2zoT{_B`8dP1Ie-(#sw;T%&zl!bSpTQ+S7kjxK{qDyhiyWUOfsqRE
zXUG2x2;|T>$_rc?hcB`m_lCcY4SWX!wEf_Cp14J7roO&yeC$)~Y}ls`v5ZPtH>{(mDzpz8QJEjrSsR!I}NJ{eX1Ik=1o
zeG8{vD-O6#G@{(rBfK@LS#_spW#^HH%l*~bA9pT@p)KByLOo_uU21k6H<+#79
zqbneg8jRwBB8!4|tfMGb{SV3YfTR3Vay{TE-$srjV2AdH^m_{Q;!+KM0+#|c@h3v`
zd|$9wG*Zk^ug1l3_$8J{{qXpQ;|~N9K!1aT&lAjZG*GSudXf72lOD?{$hloU;2zO0
zv7`Ms%dr;JE9m%e9Kl3zDUkbZ5WG2<2bQ-PK)Dv^1NtfS0(={Xx6*%De{-abo({aj
z)j+uh7y>Q@(%&Z0E;x_+%2j_V_0!v2OJs9wucJPBwEzE2gT*G%`pBWD{qA&u>&b_*
zWv?eM_|t)Aw$M8Aq14xcCR8{-GsrWnf5e{*fjnyYz`M-8$nq3Z>^14Nad@facr?QT
zS^xOAi2ncd{NEv5=Koq!HTXLO($xBM0+|$SWdP->|1G)JOnEE$V%AvsZ{*UV(e{V*
zPY5J%Yl7>7Qa0(4cZq3~tD|Gd_0^5a^T5SVNf+lQ%Vp*@>MMu7i~lwa3iooFWenV7
ziF1^j>Uc8w1oFymj^}oDp>F|~f+}~^m^QhJuYL4$Re-SSnH+pr|iflKPOV
zzN2{KIJvf*^8V!7((V191%cFHll+bfQVwfyE)A5cqhjj!*vIJ?Q~w_F>RC>+gcbOn
zepH`+!saIk0{BhBX;s}UqrN%z@3M)7M07+0{AiVYN->MQt|^Mcr+`bvX6)+MK|MsnlPP0exxzIg~t0
z11nH%%_A>bCLfZ_+@rX|lTWc6Hype%F*^>Q2QG1!9v*g0x{HoJvj!q?oY;ItgN(ns
z8njYScAs<9I@;-1k^cu=25H)~*eP9LxyN^3xD>RROB<3|!AVv>$~C}+
z)R*Uil4@OMUUWQcwybkax|}=yuhtRXfb19O0kPbj_qH5+0lR?y@e5mQ(c@eb=#q|$
zsb68awm+<{puzTBXHdl>+Iku&*8m%+zm{*I-NFi_KIj7HYQ<&4btr_R}&qjc>%V^
z;Xl*Ac7gie8D@ayGUvIG0Zx9{1une71s+OXNxq=Waa7-?kH}YZhi{?yplatQ=Vk|V
zmEWu6;mU>1a~+G+^$}-KdAs8!=}vGwd1$J0G=hOk$@5bkFWtlGzf7Lpg@KbC|DAk9
zoAnNI=b@-$G5RS>S!1gM1RzU&X1l&yFKZ6(T%P^#SHug
zdGbA7-1%PxB~OV478-b?x-1UA4O{{*n8!YG@y%wd-+?pm7t|khiBrUZ)9rtUJnbCS
zeB&H(1*Vxz-tvUw1$~{TX7UBsJFZK!hOHJk0+TbYIRab?T2tx*>)5(>wT+MGau>%Q
zC~miocIQhOK=&FAa32G-T;~GlS#Br&m`h^)_j*PwaexYYg1xK&-_2m3X@GPZWP1A9
zarjZ-QsY|s$>N~Ci2jxH_=l4a9p!leO5^ZFbfgC^E$AKK61Zf6Yl$WbJ|)j*3spIe
z_kXUDPq-bfQxzvLhm-4ph}et-mjH!aXRr4It|ec^y+FUj`T_Z*FWgwsuG!~V@q_vQ
z;>*})2`)sD6=3(f!g1S$5Jkv$kT$l^p6yZ~TasS4
zJjLwr0(=^WZv&UE*+xHIIOrDHHji@W-IzOSZTu9IF+FzoSYZuz=a18o9uL&fYH$g>
zaX;5Wm0g|WTk=tT9M^NfA^&vxnZI%VuQwKEP>_-1464{Q50RUJj%TE}06(h!QI6~B
zc-T4@ppAhGS<-?R9N&JR)1RyR-|Z-x)S#Gx#WZ;NMfrePuh&8!#^Ik@j%PwVThfi$
zW_gl%!@F_{e@{nMUVy*i@Zi71B^Isnw5tJnf=dM^G`qp2m)Qm6L%(#KhXpg=@vtfX
z+zCqP=?faPkxwE&^CcG`lYAO^d7b0yId4!u+rg#f>b#1Xe|O~C{$Sm#05=?X{uVV!
zy~y=|<0yWDm0b64<>};FP~``bYlSVB_(Ler8mqx!R$GqS_LsWf
z-%)*29~HDS`S2zK==?y1?~!XuDE}B-TB!U-*FueKko1>DBg%RFGv+`D#GvR`HYq(_
zWDRhL^_ukBIJ}er)Q=Wu5qais&cE_I!VpN{x+0YqkFTA{_93^{=YHNiQc7w2s)-FaxIX`KBuDv
zCp!HSUI`6&RWvXSCs+N!;8L;e1x~+OzkggpLB;7#pxK7pdg9|3`t&+tuJp259gC{}zY;Nk2MERzF=g$|o$@;;dSE56dzC*Q-$#^r3-X
z7bx!sE?uy3zUzV-3MO0q6tl%E=&U&WTFZHT(cb=WR!V_hU})e);1alawhKHx}
z*9#BTe~sK;U?@cXwsQIrk&XX>6(pH5?~u8L23lkF^(DDp<0=2na=i1+Yl%PO@UE}h
z_;}LEi$ZnO<8}FjC6*rV11>F5b-il|y~dkKp2O>VodZ7chWNpo&b$J>)Xu{}(P&Sv
zT0t~`3f`hY#$~bkU&P@p^rHn*KR=S|jR@ENkp4=6-tSX`Kgiqf_fgR0P1h22)vhJD
z*wu^%ml|h#1sxZMhtIVF9IJ0~jx=yFx!yQbehD4rc>(6f;S1@f{k9t&-2#rT44cY`
z3#@mmH_*{^FTh7}_-7h`cgwV(Ur~R7=jVT7c*p(EPId4g!E@Bj@)T3)IodZ4A3#5P
z-%txQm|Sn)SuXLj>8REVkQaxaN=JI%Py>vkeuL-d;yC;YaKy*ShIca6(HsWQr(MeD
zgUjw$f*XgDbk2C}Te6j6TD-t##^FVlW72z1myYdk%oG}=Umm-g&5pz8(UBHNiXrI+
z>W}jL{Czjh_{-@?2cvUi%){VP<4O0s8dtJhUsGSX>i>uOJ05oWwjm)r^li~dF_XLk
zoe+*A7;8D6_tTLEIFnrWd*wyoQqZN3yTGX-C%KRM%2j^_^}{vKI0OBr#J3boTN_)0
zgWnNT+#B|4a9kXIlI6JNO8*-8G;;cn_WuM5^ihi%oChv7OaG@Ukls}KC-s%9ejW8Q
z`1mb@f{>juVKz+eFybdspiimP(ca|x98dXv7dRKuGmzfgL
zm-)X6)ZiK#wA4AxQ8cJm{)z))FDdx03y?`(@31)q+@3}0hu9Qaj&DMsE2HfX>9h_4
zRhIm6I?@0tn*}a4t9{iKNCQ7d{T3ET^-qrY?~&^Y2jw4=
z>$(Bu&8q*pE2#2s-bH-*(n-~-u8sv4xu~F1?0LS
zLiu=bX}OBSH16R;OwnQcMl~dh3Nd3AGp)c*9PDvvTtU$Gqe?)^VVt~|Y|KkS2hw=g6f+r_7
zqsjFrSCyX#E(I-SjnWdh|AlFw0yVhVa$H<`gJ@YC{t*4>Pr9m~8gL2hzT}EuMn+&s
zTR*h*j|v<%=354+^#cD9hj;l%ETg}MtA6$bm%uq6yOwKa;2G4<`8ezZYA~AyTNXG{
zMZxRV0M7%x0(}~XZ({)UqyE3A|FkVGZk_IbQ<_8tzw1MR8eD8S)`riBoe|B8!*2kW
z8aL6;S`Nmw^sij~hhLzhG%vtAarlP}u=q1q10B5GK6VvQt^s<1OMz;rUrfP1PCwi(
zP=gE_gg$oxQYk260OhJbh5G5#Z(twaLw)6{f4}9p`D`n!?GNcQF#=V`iX}SIH<+sA
zC2*-(%NMSoRlJLK+-A{;a@9Y{a@hL5{{G;0{ZCP{JNxOA%L;3N2|~w`!m2tBe}Vzjj|Nx+E*038;{2~?
z3#D!m4XlR0(!2kk6&0utn;&X<)R7901eX9+d%FO7%zu>n%2oeK>Nirqj`I%_`czc#
zOT`qZL6YTo^Wl}TyWfFv_z-X@P(@!?AYHzDG5sr7|5t?RXpR@)hB&;Oj`T%j>gZ1D
z*LZ#&j>A{dPgvjirjDMWL4)V$l{mZsTxy)Vud8td`*{D)#AB4J|AFA5-?+ck51Z+f
z%!EKzG={vjTyI-PDW=sc(AGHoTg%%6Xk61uuD`J81la$6gFs3&jX%BEgC@s*E+3+t
z*yMqWehKy0QgA=@m8*WW<@oaY%-AthD?E(dz!$tkNBYuPb@VD7<$I1c$KhXqOF`QP
zxvt5eqw|{OgX3W`n@w$Y25AR5gM12Gz{Nm0vH1~P0u)m}je?Rd!?48f(GgCzS_ipaL~`gj|1WS@|k*eQ~k!XD#n*3TJgwWb<|8(_?wq{F{RESb^C{
zUgPn1$m=}*A$gO>KP7MV_%_SKeNAX~Y)QYTL59bFBG2*o|Bx4Y+C`
z@Q(XmFA6F>gT2UCdpwNz@qe7na7ktZJ)8~70Nl#X2D
zkDy?1M*;XTmiIO0Z?S`P4E2Y5`lnDo+tV*3FY)*};E11OMtP1VGeEV+FCu@;<1@$~
z_xNnf`0g&Toc=J_gkK1K5s85<5$xl
z%`)>Hm}Z6FvPp@);g~Elfwbo};(Pi#`4U9o^wM+CpCK@h|D8
z)bsNl^~2A22LGi&m1odKgHJvEzsP^`c<>u(r@m&j=clLTNoK#}?cNdX|5O?@dj|W`
z;ACeYUTqqnd`#?aHkf`|JwMsxp}F1E1#-kcih_(70q*sZ=Xm@?@s
z>gm7njg8;eRC1d$msEPbKkAF^nd|qteugMcnisk5L
zM7C2xi+sRt=2c)1@{Jx(wmivfq@VWw?@NPb&tQKVeBlKiNc~n%e<=0!7nNB~b2z#F
zqB42djHKY2g4h}#&j4m#H}zrjeDXAppFy7O@w3SbJ$}CBnE#h}f@w6U@c8AHCz%hu
zg3hA;YES=K@;Z-~($7!gr@j4Aw?!2E?ghAmyvu2^E%bNtJv_eL^1i0o3;ZzkGdt+p
z_$w(mq=P`(`Wf;(kJpk<_V`QWGd=z)`CN~`)ne-8)F~Axxz@gM{^z@G;Z}E8eSPIO7*e1;*&+z!EVUrk=+@de~{9>3A@B=en(tL=}bzLf^ep21z@Z62>A
z&%Q3U(me@}Hr#=0jsh@Ryw+`)(me@%_uIDK59fT-ok;g-p
zCz+4D07=v@@$~nmevd+JQO4ho2IZbXCV7>|52m9d+Z{;(jTuh;T2KFI@D~^3E
zUhMG(^0^*=Uw9a!y22A|ra_IzzaX#kcnf)x$A2Vm_4u#kp&PvU{~r`&K+rLD`ChjA
znjDYsNnYsj6!PgF-^cPKb69lDx&F_fL8)hO5DhMi8rX6TBVXz9Bj~5n^D~NkwZ~8R
z-p221HhO}wG-&qtndEIAFCtG~7~67F$g@0tvE?`kg}oYFK|!m>=g?8E=V(58k;fO3
zmw5aZ@^bR_{jY+8D$gK7UhDA(EKf3t<6@5=k5IqS(_cmX@v-`0^DGToJcD)Q=Em42
z{Wp1r$2XGadi)*oVvm1lc{s`3A6p{xsTCxd6&~M4{*=eRC;z9%e+D(Hz0ck-7Lp7o>zlj~_xo|MF@)jt1qP!9?;Zk5479_4sAvjUJyx-cshBB<4|IZi;P*g_b9o
z!1&nFek=9UJpCoqPw@1YktZtG{$D{s7Zu1*Kw3%O)#Gc(gC1W;-p%7LTi(}Xdj$=@
zK|#JJc#pi;S;H
ztsd`Zd6JoF{cHQf^#BUydVzjG}
z|Bk%X<3EKd2rY^oL^~}{G9j-(2|q}&l1zV(cPAg<@f7j{J>HKzJkS#ipx_{n4nj4Y3z~lGU~TbzrFuw(ID9~m`9%O
z@rC3=Jbo+rAs$~sesnAkn`IQ_#|q2}^0Pd?lKeuCuOYwKoyxWUmr)Q}
z7~4cE$oKX5O7bH-zJ`3Z$JdcB@_6`V3SRI8Z;*fE@%PC0yfL<*o5}a__*U|v9{ir$3VV4|UX+_+w~L;u(yk!HSLs&>u(r3QvC`d5y=XlGl0sGH}H2YnnX4
zEE=?We4gb=rb}6D-!G(o=(gAvx|KY`<4eeMZu9Q{FQcH)Ggv`B-Qz3COFh1Zywc_W#QiY-|^xosr(K9BVqf8o#If=Gd0lth_vyZzUggODz8`Ou^xv;3x7C9^XlR
zq{kC}lH%g`f<4}ye5A)y$it&NK|cycdwc+SuE&RvkMa0$@)aH*N&c|o(fw}>1=XIx
zSn@|aK92lRk543j%;Qrn$HT6eE=K&zC}@ij;JSd09`_v0qki(@*wMa_`t3hpCOv|5
zD|yqcv3MB5*Qd6|MnFTfjg
zbhGE^J@T(SzL|c^?XfMimHOXA^cFi-`t57ZEt@x(RUQ2iJ(LJiH@H39POljwx^%4LyVJ5lc(RE{HqS!#!sQ3wSz!h
z^dtY%;{(Wh>U%at8EFW4n#YHeAL#LsJ8b=v%y3UIh6bZNK9>AckB=iS^7usZOFTZ6
z{HjWC{(l(-H+lxM$d`D0p5=W_zSji{$>)0fR`MF<+W$)^s8fM!QM1hQB=dk5cm?&F
zJpGmAtsY-P9;%2PTj6ySWO#y?El)D_Uf?&VpX2GjM_%ah&Ghr5=VzH|N6QX_$Z5Ozq=vKBs}thBm@#dl41xD_IvLlLU<{lATPN{
zk+7THAcznGcoCE!zL0`EtPV!3fNfQ*3TR!#tMa;tv_7D{7SUp)6)7qLRY4TFXJ*cq
zWGC6?_tW|IKj$%X=FFKh=UWorcie>Vc3q)Q6*$}%1ifp2AkD;%#fqRj#CI!r5h~cE
zC@4evPZfF{>324#=lc62LwSAtjE5k;O2J2=po7f?ft>M3|C~ZU1?d|U`Y_<2AFfDB
z$1D`opa`l({Bs3gjQGD5e7V5kUs$b+ce<5G-}wop{=Xg>3KfQWWU!xzx6l^E9R=Tt
zasrB+9Y`N(q{sE&g&hkUJHVdsvlsCP75ot5^$LCj@joc|F~na}@Dp{|@wU=&8u3pQ
z{5;~P6#Nq6|5k9{_k0@g9${m=9&d&sT6A@#iJp
zwEy~J$9{!j2;v_r_$b7`Q1J1HpH=WFh+m4sL4O!KGM;5!h15AY`Y!(et{$Hxl8Uc^r-
z_#wo9Q1By&|ES={5cmD2(b7`?3GARv9o%g_rxEX<;O7y~Rq#s!hc_Y0zV}_=($YL#
z6#CQ)LO*;LLt)4i4DjMX!SfK`rr<@Wz*H2JA#N+Uj&csxDT4YV!;K2V5M*dj=tm)b
zQNhQfoZA#RQ;mSCBLhRrM<3FU_b_zr=?_y4yk9lMa>pn~s3yg|VaA%0Q8k074@
zNc`z{4DnKqH`*UeeF8fw6o%7?Pgd~rh}S6iC4r}TzECXcyT}(b$Frgtz0jYE9UGc;
zaMDbHr+G4-YTU0J_T(Y`HiflelR(>#3@1^rR+1O*?0f-Wk8Mj`#3
z3jKJbPycoN5==q*r=O~epII0gN)?7#h>un9S`_q(qIfal?Kj2CUygXGi@WQ;5<7;t
z9m3Ea&w9j%DtJBOlN5Xl;!_oTtH7ZGqD-J}2Qq{ehF!?;tirGt>2Fi$4`j;7yy!pFyd`Xj^S<_v%jL41*dk3xKd
zf{#c10|lP~IOtFFR4F433kJ9%DflcDL?4TvaV^rXQ0NyUeL$gKj`Xi@R`UOq$Z)H|
zupSvsDGKV5evv}I1?ls*#4qJmq~Fj;kL$k!JGM1;h!ybcLP6scL3@$@1BLz&(oafvlaY2;!70#65=Zr+;@pjFwIl9QRzs6Y0_}?VnwEuMM_@~0qAMrB^J_PX}6?_!pd<){wDEL;y
zUk1F%{xFyw*zvy#!!E@CqTqWG|5U*bA$~@|k09>-ZR65N{l~DQeNzW_PtOU&a}@kE
z;w1`x9`Sw(ehG0?!F@jp{hd95+W3f;`Xg7L<{7LoWC}b7{uop|eIC+JQ0R-0K3$^dFfx3q2%3fT(-rz!
zq)+-?;~H~QdKM#nO+0;_XE`$H3d2fdSQgLVS&#J775aLl-=NTMLHt<--zsp(|92}L
zJCNb1g6~57tb*?qc$()SWk83Jo^FWul_LVjKX}||e=yN8WXM$*P9Q!)!A}c3&C{SL
zK96|Y-^VY(C6u$MnH-_tCw}c!n#Zp&qzW7^49yt$T4o~sQiVPb={G3!MM%Fzp)dPM
z#2@&2t-_!q!y$#CKPuR*&<_!KmWL|acofPxqsSSLa*l3LzW+Z38G_Hmn=XtDrxeAr
zkp6asz82{{kH@e5Vx)iErFYkVIWpub3@ef06PJP8AAZ&&eW^lUk9dWGZ$UY^&&E%z
zZYy^5QaW}Z9#HUIh+n7RdlA1$!4DyRtAZbqc%5g7(s2wK9#ZfV0&n_@$I=c^BSQM8
z6#DZ5hi}Izmbip?jlf;|gEZe|E;7yYe~O?~fx|9P1Z5(9+H>(H%|kq2!HZDNrsi_E
z{xZ?g^jB>8F!+y-f^0=lf5e9?_z;12@|3E(0CB&9j|Uv|cWQC^O+khVg&~ai2nC;o
zxcWQaY6YI=nXC+SvA}aYJ0DlR|Faw!Hf@bJ=}N>;Js*#+M|{;E;_-S{j)HG-@fTcr
zT>q`u;d#;RkV~)w@lplfh4_OCzE|LoA3PDi?++pUDuwHP}*
zX{0}=(4R;83Wfd>;&o${4&Tpw=4qbXm*Opviny)dnF5DzN-J{mkbba2UxfIL5^vgn
zW!Mo_7<9yI6}-QTZ;K!35P|1;DmKM0!6<=u_0+`Spnp7c@LxRYGElkno;wjAfeh)0
zzbWu0LHHY%J?9Z$fb=e2aYg=->O~43;&>hW_3FE@qYWxpiww&UcL%f|@f8Z*4u;SF
z3ietBABy+}1-}dNO@P;Novwoa#g1nchAgjCunqC{IM5M@??yZq@h1>Jig+R72N1uA
zc)+cHUcwIlX1Qh+$k5ZrjhN?|j0^~S$_3udGsy+8wGr>F-~$uj*ZS(Xf^Hs_VN3#s
zNeS?23GnI!_#77(_HQ=YJKT{%`{PF$Hhb{~M*l)&Khh_=^efR}mQQ~ie=qaG)za`j%_$oYVrV1_adz9~Pnks*y@JDtyy^9xO_syd1+#0Y-q4)yfH;Z-PjZ^Ua9T&m6Uc$8yg
zAkuGB=qCcs57g;MFAfPl1Su%nqb9&rf}th85*1uj6u5R&6YR%?oX#EvH&AhgXXC#3
zg>?<;j?}f&AKS3Jr%Cr-eOe>W@TA`uZ|A?YVJo+gg0is*=t~v)3vJle{~*3XA@7nb
z#cxX>ezHP;O)~2b%bsZTH41qpicjy``fOJy^mWO?t9m6M-=vT~h2m=x(C<{}_aObI
z1oR&$^q(XB2MOp;DfFbRwB}m9_318CHc=;}&ox@7Kd8`WA$@5A`UZs_HtFf#k%C^|
zs(4$zi!wYa?qQ$pYnxNo2fBHTS%yyGN8cTcc%gz%Lfjpen~wh%;_mcZd>Z1e)4B2&
zO1#eFx=Sf4UI88OSG`+o?#EG(yZ(KU{zb&yb#w83h&SK_T=_=<_j=A<*&uF8%?_T=
zpo1$`@9p2BpbB&hR}dkbKHalmd;Egt0nQa{dn*3sbDGW@sqOmD6LSZ1?~=SfbNI$+BLHR;yHDQlrGPalQrj}+pvq?J{s7u+(R7(4sPY=m33p7li0+Z|p}U8#
z>GtA|;vsGiUq??s*YjFGy$JF#ZtDBk-ltQj~IG1V27=MW!llua8Jpi
za-AK1k6f3`9}VVxg^X+iPbNF}XEK0o{3Gd{Yk964I7{BgX`A7G!oO8(r|;oTa`7)E=rWv`GF
z_V*a+>(yAhoh0Pd*~S?81-r15WU;m7l(5P0LU)AM^Xz)uA5k*Ik#3>(V!8G
zI8h^H+tm?UOi45OoJJ&RL7Sc4Nv5^s$~B8WPxl2(mVTbBWuLr8GFjbD(uw(Yk?CHC
zeYA_*+f@s+n1yDDaR%9czfQ_vYaQN8u3{g2M2ccxzD^pvY{DC)D%~^;)7Go3h~)&T
zL%PlOyh-M>;G3i~JMbpCmp%495IKH5WNCJ_88)l^!D@@0`wrB<^c~4zbKfE*?8R3|
zlzsmlNt4)w-K3ChzKWWx1AmIVLWZz&2f!YS_z0TlUVDoaCfQ~s`yfUN*z&>;;GL34ODmyoUTI}#1(rIvT=7MPLg1K{N&)4*t
zXzlF_7lanfoI7W}W(=Ksd(G_Vg6IT5qE0AsM`%t}6c)~`)`G#1rbi=2bvSIWvs~7+
z%Oo?oa>^LnVcT9I2772C?ZU2qnRI18O`yHlguO7H>F<&0>A)EYhD@_M6bkvx>Hr^#
z$=d8AGuU?rxc&BmYmVwbzl}xqlfFI{eH(mf+}mL7bqB~V+1Udm6kGW=sqwOte+Tks
zUWV@T?+~Nhn7<$rtO?DTS#{gYIWsgZ9Gx+9PNe`~&~_*othUXFp;=YIprx~hLm+bB
zAy|%A-XX(S|96Pat{fzm6#MbZq#v984jI~Pv93Qv7O`&+k#TJL%Ot?oy-G$W83COQ
z{u8++w&hP`lb5Y{mxMDykt)jyYla1;uC5A2hI8*Nyr$94<>k%oTwWe$XWSfmI1mbk
zonRzTt%oAfAPc3@EMjtZ)-`6mPnLM~*!K6y^*&bfI%!M5(IFm~Z2DhFFShdtnHqce
z2)UsxD}SG~?PYl?D{B|dUr-sEJ$r7IptN16HrfO_EafB8-KPgw*+(Sk(}R4&7;M8w
zU~RE^vbanAqKn2w7`phsP;9`!0I_0Ij*<3W3c{z1(RG7u{)GG=Ye=G5Y|71)p4`+%(w!PsxBh
zv&Amw+M(ZKc@1PTq!JMS3T5D#J&_ZpA=lbr1$B-uieEkd>pkr}ukOmoU^pOb+;
zJILmK10KHVa~Of2Z9fD1tMDth^jsMLVL9m}=?Ug8J4wPF#ELp%MIDnpeiBx|VxOEO
zw}Vlk8O7F?(KPn-7bKhcAD|Hade9E+*cYTTb;OXJAiMAdxt54A2Q)V96bZl@ilMAM
z1qXzI6F5b#&Vnhy2_q&D5EBU4vRD5XvA`a;{)fm4~znbmpHD1LRL_iRrC8L%lfa#
zUe=?Ic4pJs!%0>1H5mXS9`iL!ao^YE7LeBC47m=Z%{)UYz_CG^=6AReBm6MT`G(w>
z;+G;dKezKtFeWs^S;1LSLWD&%jdkn;2j#4@WKIRw4@ajaCa!5>=9(r2Yhv-V)($ei
z*aMmtWIYa%GB)5GDFk!ea*pIlb7&BTjzd7(wg-HF$2oG=YsH>EPu}%Xv78!&24L*X
zp8l2`Y%7(rj8dAFtNFn!Fd$v()`gKY*!n`xf$vBq%Qy#&W4|Xxny|bkcfMvAZ2k9S
zDVQkr0vXSGULwV8Tq!MQZxHaSN*|@{mlsHJTW&JL;qo9IxIq5o4Y1umkS>`gUF4XKMOP5qt`JL)WxXK?1IFXuE`ybRS2KIv}>b7SLMCvgGpc$-?{tMk^H3LNX?3GAL*PX|F)b6jighIog3NX*h@y
z5BX?!w$Mu_QJ516SuLrH-ZFvFox*zfo2w%@QpIjo4T`TsNjpmnsklRpyDt!f7@AaKBiO|cu<
zfn>TS*Yev|m92%VLQcdCI8`XrWP`U8n?2o@j$wlcjDQmAu#frEB>wb5J2;`ACN$79
z8m$gmh7k(tnh_0}c*D`;s_?xHV}#V_>QtInE>}PouC42)Fl^%NkDV=`J#zh4AgTu;
zvPB}{pb;|U0CkHkT}`iHhaaFlyW3UaNW?a5(~dY*0o?YwF4s?Ym`>?0*~C)XyD`LF
zm83(qRMCOvvxYlpd8}Uw?d}C%1&4xICB|&D;!xaUfx?guCF7}X@FP9Q&Lz>#NxEUO
zwP)cF`q4*Ae2__9`3GeBSw5P16}N*Shh(&}DT2}k4c4WBOl((f1f`K6(}Mh`GS%Sy
zJX7@Z94M4-1f`Sm=)_?jG_z9pQ3>ONs5xLgwQ@sYr#cjF!MbTO?Ey&b
zL>7=mX?BW(_w}^Gy`nhRYP2RX2kzb`RfCTq_S0Fciqc)cqwk
z7N?NwZ?Vm9lm2r|I&D&>>SBm_Zk%*wXm6
z$==GKIz*uJ8T2`wANnv0c@pT5v9*{d&j&b#v=t<9?`G2V?c`wLU?^F{u3RCVQ*_7_
zIGw`=<->-0DvMV89D~8BH^T=BoVNfr*fX7I4k*4S2O{I~PB3aXzBj5b}c6}E**;gh_$+rM!
zmJgjS9+6ACUcWgEXfu$*v4*jHQQ7`b7O<^X-6;Q3}XxE
zxDp}AfEW$Z4H=IO8IKL_JsdO}=StaE1$02Ra7sf)VFRMDpbAK;Te{QUu#Uny&vvK5
z6o`VnA5u23QYZFvcY2ji)5XS|UP!YkR1_e}IvU&E8FI!eg*1h2ETq>`$me(jHyZIU
z7#+4p5xcJkEP&m(RZ3u6{Iv%-Lx7PY`VJ^RTtsL2biZ7#1;sSm2VrhiF&*#I;g(uV
zO}_uLOX!d^vDya2J3d6+ip?mY$w?i+CK3233~#V`-;t~gojVB!h5Zf4=AOKYR*&Y1
z1E3I*xB!SgEga7gC!OKm?OGmjI=>!p873QBN<;17Y6*9Ke_nwR4am(0r5->OpaP!4rRTD4JxAxs2n$hF229nnKB-7
zgflsMB|G;PXfNqaN9tULDJNn|r+~z%g--6~FcA^6Sb1N_Ybwu@cC23?S`KTI)(4h%
zejn;5;#hV3Y}F+=i1+rPGt#-=1E-8rhNVg3F@5RHKG+Li_oY4R#QudMj+hVJ^jd0%
zsd5=|)xhstQpnYomqEjlo-f0UA;XLTc?now^TRDP60Mvyf9@Ou9_`^1*vN94kI@H?
zGd8!JzLp|S2Ezuw>_;zvONRU~$ANxY1TG2B7ED_}f8bE_oB26E&8`q}r`(Xqr@Oi9f5)Q9bbY^{Gv@3f_qgPS6>TriVuF+{7rF~>9
zf^xyCqfj678?-NbREHe`Q3;+8d3!w|=nDKjw>0@Y7Jn#b=|pa~*Wevr;6k*Sy|LzAfso0~EunQ*fd
zF@oK*oNDaTB&czI8KlMOa*LWWMwt+!#Cdg7e^_3_&u;Hem*uw-qQr*f)gYZcaX+nM
zw_i=O^Nm*AP~L7#2viV;i`hP)lOY*1mP=RDoOYs8Wd-8GR}QNTLYd>{0m4b=4WR!6
zH*N6MY&Pr~dN2r?3+!CeXvI=)m)NVODFTcsGb_{7&v|0KP
zn#&Fhq&@i_;5`9uzo5ki-$?tgIiHe_%p62Vf}brNM0fivKdY#qQ+yDIybUCa2T5KG
z(^;&7_NSIOui&tCnftJDgXz3%sZ`dWOc{kt$bW?Hvx9jO%b(YQ5@<@;fg!Yy&xSJ!
zG_Y+WDS;|S+E9AE4>FypLuswgHrU}+uvbnFg#*=Ouf(7XvFwjf@qgpbB$W*xMoYl>
zdq&ZoZ0#@_gy6$Ncpg<*_CR4Acw@?vbOvhr+kES~N
z_w}?FZ~|!=yY2>CkhpskjAhJd8fIJgii{pjD_FNNbXPi0
znLwk=oJ@#OurR||*^P7_+dP&U3}lUA$EQ(}A}_ZlM5R7s=^R#G$uYUy0ijrneLR*<
zZpSN5Tw;)2J(W)M1^uygQ|WlG53YGI8@BcbxfqLEMx@;Go3UR<=yTrUmM0>_RIV4Uk=*GmsIkFJJH-}M
z(~M+Z)Z|^_gs^zI4L(7p)*>>>dyA!s;AF9JOW0o8BIdx;8bmxU+mOWy$-WC9^GyrMH9Og5orGYYi<*7S{yU
zcOFy@x7E-)vxR$D5O?@+p?Jm{$c4C>*o1j>M1hPnmW->G3@?@pFBVkCUz$Q-Uw1JsN*gf#%gK0mrkmlQ}1DJf$pi$;3mdsTwnX6c`ux-J`NNk;-7t&&GQ%)|<
zD~ksVn6cw9=MFjujzaNCnn7-UOKxpT9=C8A^e(1ZIie0#4pkMwAh)&!Tbq{!Vo(-%
z*gIUBRPJyKZbdBy&dmWMk?Dvf(-BLiBT$SKf`bff+>JYk)?U`EEU~TG$~$R(I=^ay
z0GW$ekc%`eYWPlCoW_fhykATQBDsGF?ey3Z2pnQbZ79BKOK4WM7${VQxJFynv1~|8
zc%MvxY`H;g*r0*|XWU&d-!)6&Sb1*=E%rgE{^l)Zu6{3kuPwX#E;=ut
zdrY}4H?1uBeGp
z)XJ8d)s~ypmbn1r?b}Dg<}Y3bw{~$d<*?8)I-pxi_u(;@tA}v?+A=zZ=L9MD&`CTe
z2;D;~eUJ_8y$9~u7M{}mmeXM}>$IU-A__yc+@&_Wkm7}*6zC8`wwk@_nR_qIAtDql(zGIFEbtH=mM(*)Eu)DI7s^!+(FN?uU-1k$rq$HRKwf+iViM;u+n10GRe1PsDaup+qD{!d=b%X$QnLb
z4OxQ?S;NRxbP)UeSG0@Q5k--}Dtd3WoUP0lY#Cu3c)QP)El
z0dI(uJ2J#LP_E%%2jRaCRLps*%f4C5YpiP^hvAiPHvM5yLRr0r&SalGOpC!Y#4}X0
z3%CK+(3OxP@=_%my_OegWGUO?rSKc2h{J&U;Ij0uwRBCsrnfYJd_Cc41}C{)6v|o3
zda!3J?#horm;!t)1$5p39`n$8s-=nO;mCBtffseh*VC>%&jw1FAvn^39Js&HN8s)k
zc!ZYmS86~Y&uj+@uJazDPVA*e=wFg$?iYkNMRz?8#USvvcOIwxe!-m}QXZ5==Af)3
z2W9vP@^b_FAUnMDxJY@2)k6X1<$5|f*7XTG-3voqu#x^PHsMKH*kPm?8@#O+=?k<%
zFtp+*f>tamv?8==mUK*L#gL&D3kj{kR&AvZcEOKu&-gurKO=8h)^q+N{&qiG~T=e8;Id%xN_*sr!1Xw{Y$8Pg9
ziGP-NF=*x3ZE0`#jPiKk6?7;MUya$OGZs5gpuFN~HoncWr7OT^IeQytFQO?I$fKxe
zae$T+8?l}KyIri}4O-~))mSY27A;S$87jZZRx^~QO7Y)Vr09#{SG~hO3jz&$*zNmi?{-JmOL4P0dfD22$@y&e
PewynWvY8#*Pka79f90Vm

diff --git a/posthog/user_scripts/v0/aggregate_funnel_x86_64 b/posthog/user_scripts/v0/aggregate_funnel_x86_64
index 7b49f9a90dd5be28235cee8890ba43a995cb3e7c..615934388b0275142af8e9f143b57d409ac25128 100755
GIT binary patch
delta 174440
zcmc${3w#q*-ankCEd-%ViWH)92@oL2trc)vZl+LRf+OC={6%?v2!c1qVA{@69={*T5f1@C9GN9}5|
z^3)7mvgkIy8wU(m`!vd7GHF+RIVw@VqB~2k_orSXV;F3*jAPefCas_u&s4DOFT6n8
zliF2%BID9NC)TH)ZXPl8`!{*_jMw*bc{A_ls#loj4Lz|mue?U|re=(~*F3rJsHR7|
z?tS3*U1vO>QV!#hv
z$NRtEfOkH?>*?gUV$vFJDc}uv846U00@eT@nU>!k;Q4I^ym%>ZI6n<8r{Idoq!p-0
zNl4-~Y4Cyn*`oyz}qk7^>0k#tbJ40MSKL!$pq?`smH|}Z#Uq>1s*ZrGX-wC
zJC#C91#UOs$6r%~u$+*=F
z0slzgEe2exr`>>8i26GOu4wA?rKqUWP(W+IwmOxhohyWyG~m@YbKGgb+XbGViYumz
z7V{CysR<^pz$?<=H3s}^LF$Gy_(lVMAFCho*K9~QAR2Br;HNC%9qlmS0|ee_z^etR
zP4%gi)ACyhC;8V{FkMt+Hx#%~;Q0ppa)G-Hcv#?N2K;XVuh8L4|F*o$M^>#%AoY7o
z6sR@eM=$01*Qddo(%@|;;#~hbPE4ToOgmxD@b
zMV&$m$_)i-1uv@%_=OMi4%HZNSu{{@z~>8my@vDgn@sB`@QOBS32gi()2*UFvjNu{
zZZqIo!}|@mBI=14ajl{*L&6_L0qZ@f6lxN)T;H28i4-jYEM8Dxv$pueVmEkk&MEtERqM&aQU8t@i@yA1f6#&!(w1%Yr1p!*I1wlV}+r>22r5efKPsy^S;)AKPmDz7;vrr
z<^(SE&w487&Hh9Ji3omTWL*ZlR*>2jPNiIz~%JEt$ZyLc{aZ;Bp$gA`M=1
z07BGuaSDap}-+c
z3)0|i23)JBBMsh_iYq3qfc1fsQ^J`BccsD0)8N%7#UX$7CrvP!8q?s-Y4G+mc*KD3
zyq?RJNyUIk{x$W>yMZU3y
z4S1HIbjvz}|8EfqZH59)QBk`A-zZqH-+;d+@D2m6H5^IcLjPV81v(Q6q;~K_aHj#^CK|{$;97?Y)8LBBknp6a
zNH*ZF2)xXIuWRBwE;r!YMg9r{u63x2<4OPjSy75QaME-UIuI2AA;9-&9^ygGr=|%%1`Lh}lXkAV}rvW!j
z;&{FRuMl{l0k?{+9G3yVN>H>MIFovf5BU!|T)FjcM?91Fppb_9tDsGc%iT#?P>6c0S6_x{+k|3Wr1etECyV&bXEhdSvs2m@3==;OatD~%+CfC
zK4kF!J4J%aP{8^!FCZIm%|KP8!E4gs4H_=SZ_+B-s3kD_XEH?uNt+G$5slOa{O`|l
zHR~|oB?9j<;EI-D{c9=-7o1U4CAm(SV!8$%l;wTx+1kh;QXAXfxo}mTW%%w;K{_TX})~23!-;
z&NR5CF_qM1FL27))8K`T2LE3xP?n}Zl>xt5G*FucUvI!45&4@ExX{1NBB3Rb!1eD3
zfwvp*<(q}j8SwiB-eth2zsU1jA4#RqC5lL}8xphvg$8_`$X{l_UlMqg0Y4z{1_S=A
z*z#2x4GG#_aFYRlRTOATgLkCCyA1e8q8{tt7$uVa|6!5fiw7Yg2IWe}$-MeM&+SZ%Tu=rNKMW;9V!fN&c*VPZbKSL(Vj~D-B+r2Cq(o*8^wr
zuUSB?;l?xtnhkhJP_E5@YxQ&(@E1h>t|ZR&PfM^qno0=`cN*}cq9T_8AGn3fM7aU)
z=*jVF18(Xi{Qnw5LcZ_=)*JB7Hf|Xk4Y+9!$2S`AZ$*ci4ft;YZ&M5jrdN4S_Z#qg
zG}0OHJ|e&6zfvhTQs6cNK1twCfhYX`YeYh!p+LJ>QppDV36a0tfZrrKT4lhsLuxgt
zxMF%qR8*guVA6cIMg!hx=M-u&;I2U&?=av^134Zs;Oz{D{B;@_e@*>52lJlh8wyyrap5X7;HSRE^UDTYV?ntA*H}=c!f%gzX8|scc#HD8&e0YXa($s1Pw1V;DfhuN>mtd*Y(_4tuo*h0tYX$By;A;df8}M}kFEijzDI%fVkkBgd3IpCQ@G1lTslclZ_)h|_
zG2s1Q;;d0>4GHIogn9#BCGZ9Vt_Xa+0S^hh(SWZN_(qN={eP2iG@1+r{wfMI8}Jtd
z-eSPt7I>Qh|5)JdDLD8a6$$%O5@32ohdK=SF_AxFz-?l3>NMb1QBRivA3^z<{5_c}
z?NdcX76X31Hv1Xy#R9h(@Z|!x8*oM7PT;J4%>v#d67mfN8uxHvaT)Nqz{?DH*6Tcf
zg#mX7ygG?<{kv8q)Fu;{`q@MS>kW8=$iLBmKP~WP1KuTAu>R>(N?RSm|KDgx=p4pJ
zU}{P&ka#xWE%W)&3ab$>=eXT~YxU$S#)R9%G-|+IVlT%cI!fK+;blfBlU0ZFCOK}?
z;k;&!+Xc?X&t8Y(xXGz2z}-%skgvl9ZCFB~4(GJu`CU3(lP^kvgzz8H?c!I{Z{!
zJ&iiNuMTe_oaCR#nWsx=))nZd!&`KCe;wYY!)-deU5B5h!}sfO<#b&_hc4j^9Ujr)
z19W(&4j-t)yL9*<9d3GtO9&0v&T+2)7G1&+T>+~OAF9J`I((Q8x9f0+4tMJC;W|A3
z8R7p^k4ESc3UviW>Ts71cj|CihmX?XWjg#!9bT^CH2%@LgbFPI*ccsNrNhVS@M;~-
zUp(ZAH9CB}E`O~K&j-%wkDGd3LV>P8gAPAShp*S+6Lff^4xgyQH|p?7Nn9~C=@QOP
zCYYLa_#bq5iw-Z;;cYs+NQbxU@X0!SKf^J8;{6m|LWi!vR2?4C;nQ?@rw(`N@Gc#G
zjt=kqC)Wb{+ea^rUAlz9x&o%BpFd^pk?iO5=Q_;~l=ZsevhF6iuElGPx6A$=mhCKO
zeA3HHx|`y|x8Scd*o8ZKuA;PPM;yQ5&(SkY8PRt3`~*GIR1s}q&-b9($_6TcQ)f@#
zR%y=4Sl8k-4_1FE8=iSZc7{6e{2`gs%^7O(`O7me$`*+qoIg~(=7N#t-rLoN3r3$_
zoReXagR}O_;nGeySlWU6h#bzoZc_Jkxxq}Edhmkjr@z}Pk*7r@-cK#=KDOY46CLI`CsA?in3~2kh2Z&7X_+k!3E~&lhnoqvvVFhot5iE
z!peO0@PZ2aufth~kaZRjpdBf9_tnOneV|NTv9SE~f*u-@La7G}#0ZZq9Gkf{vzt10
z(YTzS9IQg3~XGhQ5#f!wvkV3yzieZCw#j!HirueOw*d-_k^5?#_W=AQB0*C~gx
zhx8y}k;9Y57pdo6G{Ah*cnp7V=A_T2sP|no*gU;JZMx_p^U{TC&x=Qy<%R0m7Y`rx
z2qtDZoOe%gcatahqbK-HMEW%zmwLK`yX4?!k-tsO0Dd$w`G^|0IN#i|K;4Y84=qqX
zzj*k>Bbe+_cDJj$DRv5O_Ti>9_yh8Lg2yA}UAlT=MZ6xrI{A{j`+qzy!&E6tH|(jD
zuEu3x-9W1m{E0da$g#mFv;siV<2X%6qDE=^xEmAFBN>8)@EJ
zqMmcv1oKBnRPSX|&7KnVxywE<`?~)H(Ulu(tQ+@by
zUsf|-!d=(ioH6*cSwBL^L$^Dua>(njMb5@!C6gMp;i`d-`;LLm!4ijE4wpDAbmxRf
zM6*cbN*wvPpLVAD?p0^?x(LPttyFD?eNoT5;!Ja9wz~3)Gt8I1|NQzZEE(&Xa?Dxk
z&(};g|MjSvUv);$TT5Z5f}h3noad?ws|L^gb}l_Hc33{%n#qN^wLJr3gdca(2WHc;81TCX0Evn`o5
zZ=~wJ>a46>Au
zwZJaf4%Pg4Qa5DFX+ud*IQ#RnP(k=Yhy68H=mM}r>L~}e%YG2V!|tGt{nYmzy8>_4#Gj*)q)QBkJ8tCz#JDQD0elw)xAM>S0`-oT-jpHqGpfsMjrf
z%luz6)S~N)%-79Oz1KUckt?o2|v_+cyk1
zM_uYKxNLK&18zKDSv`h^M+z4Sd;!S`=e;l*2I@@QJViHCaPtaoJV7SLt}o;9=p$em
z;70+M2EP?4BPeAxPq`;0r593S)hKWYRX6}Q7tjqg;a2EwF7C=xihP8w#HIr-PJy=*
zJQDC;z;f^%>h(LHvtHX$GCqimI;j}#$S}pOh^+k3>oxoObA
zb>Bhhf|#hoIa`P$;Zp@ePn?pcihn0FP*
zK0Zw?S$?@$nyx;+eBh{Z=UIR>XQAlo?9--oH~G6VeS=_Ha;B**x8|AenWB1D%+8!^
z%2fZjqNMMsW|-zs_6BOBXuI#!P|ibB)q^We&szmVs%s*H793cGhhWYPQ`G_9A<8^F
zAZamK@ZH(d@I)?O?X-o2dllI~Z6dqNkweoaP->p92z6O!HA>dfCMh>(1VAY_Tf#+-
zXPYQX&XFn9+;D1cclN*VK)-^P)$HEiWtQrCP+EA>o->iS^>w7ad?)_AgkB(DJkLD2
zyD9q3G0HP-GqOZ(HD{{dc+czqOd%=I(RkitxQXVWt1vrfPEb9*Gt2`gsMq@J%7HV{
zlklp>$eACr@~4hN`A^~L#zvsF47{h(;!}#?$_WKAOBlmq&0H&-)T-pv!!XFl&K=FspC@VQ#=B){E&3x>jZa
zqr%hN03%trk69xBB<%}sZzd9~&OQtxYrOuphWEv{
z^ft4Kx!4~$n@C}cPedpDJLF4>7Z)!f&t?fsQTCt5sRwVhPk3<@8{PWIV;?g9Z^d)u
zV#osHtDx^)=)Xqan^~nj6si;y*s5N7+d%W>BglvCGwHk$thV+@Kh#FPk$OYf)tSM4
ze38@p@ej~OXjO+C@~i=8E9CrT
zT7bp#M#DXD@1}(*uRZRY8e4(dCyZ1N+&*eV1SMIkac>a@12=}`JlopB$=^(cp9ob
zVdU-cyx4g4_f?IV8Se?24Bo4wNgwr%JIZ>zG@gmeN8?n75;NC1)!bTp&lOHa+KrLB
z-c_g8)|pQor*5wu>;7si;JTJO9%c?3adz6M8B9%|8woXapcj!sG@&_tq3jD#J47!j
z{h(QP&Um%x&gsfAXupu)ANDZ`jsbxLm!KI)@YR?jgt6a?1SY|lx=t#=&muz_3H}o$
z86@~FVCs=Ougv)!H(O11V&BFwYUN#j==~uY*TnCQu}r4>(qwglOg}xGWV+-{J0sQl
z$SZF%nSLM7ksIHG6_c2g#HNzSYj33r`D|S)lUXZHKb!79i)??B2#6W(0+z=>yX>)?
zcIc9z-8OtO3!INpCqo0XPzz``9F|t29TFJrhNq()GNhv&B^hZ4Og%erWzH+O*-BsK
zisx0GsXi7c?7a_-YqWcPG^5>nr1B@w?)qVjcA-IncDG^75GEDRk#XAKfpxW8Gx{ph<};d8wQc@@5=BkX09Tvq*D$p$d7z{d4_3s7U>z}=z5DMw8~1x=KSbW47u6~
zBp-8h}+v7HXu)MpvV^LaP4?5Xv6{
zOSN{p5Slsyo-^|6U3U!6I|x7dV2hh+6Qti@99Y#aW}bAm1)$sqy?K_VC3xM0btv^#jI#l3sB
zmF{WO{XM~NAo=(Tx{N?ZUo)=#0~!DH3`E7D6=ia0ML9Jv3XGQhD`gXn=_tBy(~oHwa;IXcYwd>c
zM05K9byv7x#6trp>lEIwC7u_?Ga9mcLMxr6;Yx_m*xLqlR|noZA+rS6`MCDRHF$4H
z=I%4PtL^t*G3AOgPzB~h76({NZbN+dJYeqN?xeQ|*K#t?7tbre4MZk#`K#*n_f?&{
z^>jwGc;05*prXV`;=>;W0-19AS7C|Hea8DKcWBx@yijrcLzKW@a5nPv7S-M`Nx22I
zar>v6yq~&5ij~dL@!@Au-F}?C^R~%Jv@b((o_^^A4~#k0iZ8pBhP@7#8*v;O
zeSC>}&I9u@ud#Jk8y@J_<4*`i!TmjNoBGTH;~dgu$Q}GP_MIRllSs3TH*wa>uw%zs
z)eLn&zriTx4*p0PDK6sM8rv0lqg9=tIy3*=zq@*=dcJj5e~eJ`5HZqq%9j}fx}63z
zcIvvzpULj4{&B4>5A^So%FGY?byuHL<;;65aNp(-4ENtY}s0mZiwx8i{1p^Kng2;HhZ7;2;0}d-a!Wb6D`cQ|t
zJjY?zMesIg}G8qK3wrsKsVXP4rXTMLV$`
zj(9?oI$84YpKy^wV-L}#ZjaX?2R#&sT;|C41Um{2kZE>C???5LLOntxGe7>GCp>NF
zgW0CiqHmU$7Q_pVc!J->^E&&Y3i7FY$wfP5X?6r0iuFMRlJF~Svj6uUzUi|HzQTg_
zCbULBPjL8hYB)G{1unCwqAxw84hQ%9J2Kr@X07&Qbj3SrS6YX8E29Mpk+StmyX=3%
zoSLIDX+&#RO2fR9quI#IRzVb%Y>n8#W3MCnBZ3N*?3ajVCenvVb?r!I70Y4yxa|Mc
zEZubmXvQYOKJj=iT$`C#Kq4*+lZZ9RCF&0w`YA(Cg=_@g$7-AAzW1W9<1X1BPiPC{
zi5z;0@yQ*YIv$~TPB4@#%|K+HXYm9l%_Hf}hX0
zD+YOjc=iN;qDckm3OWPzjAD<2E$c8t(K99_)fo7TRTA6HnacN9$t(cD)A4b^eMnRHyIRc;2*A>ETLx&hozR
z@9H7dU1wI$U)Nt*o(*~OWrL})xt?$Zx>bY!tGl~H-N^CECTg|2{dZU(q?6vt?QZgR
z15_N}2MdP3Bn&hVBfoZM=Ruyh@J#AQq7@w59~X*i+Y0uS27hsndaE?-P$akim_*WS
zy=An!=xr%*2!#sv6xUAeb&3=if)UB_R(H``zJpO(z-eaMjX->N+27IS8P(zInw={ES!5-l*iu&F~6{t@xYV#eWLNR5b#;DTZH_>Y#N20*tV(G@LtV-!d
z>~Q>;Gf1T^i}!OzuY($P93)h&ZCM}7D+3)@9P
z6142peQKzb}WZ@3Y9oXZ`47xD{f-CUDTB7UCoYmff4=8}+sjB&C|ExAg3yXUw27
zuJogOyYAkJd(f5P`3zSOAPP9ja9_*%`pbQA8Yrcph0i@=gwp1|X4(In{g!d^Yjn_s
z)gt|U--M0i#)x?-^&ZiA(
z^~~`
zZzM(66QI@ic62j}AC_)3S4!UOSJvR9!R8s(O6i8SN=5SK5Kt){z|`?!>$G?r4b;7k
zE|(VlTdMox-Dx^>Hw5*>4xLeVVux<05gI!*hZQ%=>RFAaneWI@OB)9(Bhjd*h>L+#
zmz%ETs~B00r1;?^q@Wj=PiT2Kifg2JFO*I9bGw5sIp)nFwc(M|lyXSXjWmuE`9Qvt
zOY)bUbnJ)kI&ti?Pd4^k6xVt%Nc7+o>Olq`z!5zs0uPZkLGH+EL_U|W%!381D_}H8
zm6PW($Ryo0`rk05ndI|BB1ye4ob^PU6Ne-Dr4z+Ufm}UwlA%lkcTON?JCwy!^t)8&
zPS?VpZl|V=-1@Q>s6lYqX@qzSRwSC-ljJU<@+9nacT%U4as(rxc?L4{k2+Y#r9tKt;tAi7%s3Zb%^`
zaXIjwAB8b|KFWZjNs!S_WV|WS#)1<^NNz`hikHzwF{sBt!6r}9Z&IKc^()B+N^o!m
zv_ynsEt?yNruOJ5Xs5Cvb=DHx;^vsGn@RDe@TqUbLQaX%{897oxThd(zVH-~<~O^v
zdS4mJyr$^P=|0K7jX+2Wv&7-P7CF9+W>x=hX5Xtco0Bt$wh}r@gCs1{t0^8o&S!F(
z+t^saOC~YFO=A5Pa5OR!1{`2MBke{-02EauQXmG64q#O;o*M)uIS*#%!|4w=Y5^XW
zl-YI~dm(aqf{!{}RD!zBt{WU>41dZ|PS2W28S!t*v|X~ItH7mEO2E-hHvp&tX;i?`
zBA)Zba}%yGV0;CDn>B1Sm68=CMG|f{IPC0Z)CNZ*zky%CZj?1_KCFZ!emVhFrdy4O
zkv)hqwOEUrymk_EHojpHLW;=n^$8hgP=M!iGOpRYHkmRd@{r|;=beW0#Kfx4IB*%LJA-cP?$H9FlR)q{Qh|4a8s;U+B7X&l1I(6%+-
zP&cu~5Q`(gNRtu$Y7r{}&9Ur^-9aa1`Xu!3b{vU--o>t=IfUtMIN+#Jdp~u$QVorP
z>ca-Gn^CX|{04RcHO?O6MiF8!&zH25ZB+Mk+8rC|ZX=qFnV$L=P3|G6jl
zd8~Ug7JZ1jksYqZ9sP)^WJF2(EKF}PchWQRG~!A>_!fwsqkY5#vX|RJnJ=&KUR_<#
zE^VHlQ}pq+n9rh)h!7>~hTWIL4e^!LCj$zVg}*N#(eXTEmSY
zDy*OiQM!yZ8gNvJ=L&ibXT3#Z!qr823JHU)DyQqxZH0v8GYqSDrYXg7=3BP|j15bP
zvw3P};F!yjk
zV!~0EojN1hI9Yp~H@TUVmu4;AckV5+au8J}5l}dftTekHaL|8dnKZ83os8nQ9pe-y
zX@QIIyP)_Rwdev4i)u9l+hTom6nllKU<-|}9pj^GirqwqYRTx}N4mlIrNCuDz=(I1
z{1+z$=V-eG*0v2frMoII0&0>*LZV~C6?^cU66}0JnXE}ZD!_(PCs#MPbj$_vIBaxS
z&1K>{{Id!U!t;^gCONS&3x@zB{0$=vj;4OpW5{xFCi;Y8a`0SuNlUR0@~FcJP4fh=
zw0nXp_z{3Iv^_H)?oT27C5looouYUrmPIs15O{iGOALD=pzoZOjJ^X%hC{T+rR44T
zRZzDOX*dKyu97X*o3BZVUu85!hv8OviBcD$P@WHEpgrV1P=BR>gEo+w@rQohp+wT^
zW4E!Uo+IX=DU9+mt)q+jXr?Cm7wn1k)1_;=i=82&
z76~J$1)~mrkTl}v1m8b*z8!jhF4_A`QXe?Jhy<=-mPC=m#deYuW^7O+6MsCnkp$sc
z6MqXNhn|@lfX!tj-(+g&cY-}?Kmt*YGLa3UAC+eI7qvH1zwz9mt*tf^0OQ4{Ja`TC
z4DD+ccnz*(yx@Ppm!N7pfDpB@?2O=+HPwk5x({WbjR8>DP;nOSmNAtsW(y3N-JfrB
zFWprLA}EZ=az-1B3R`n@GR;}*a8bVS3?3i{mM|SQ5Q3fHgZ)6=705?-B@R0W$`gRh
zaVPDKO-izuSV$dphi7NNw*~3(kl3mqzMIg5RQGpC2@SLw$uv+;(I&PIB+X#`rV6-&&H5OXiqGOTG9a@A&7uck_!Fa++D=fDZXFTuE$V-vF9zb#W$T|my
zvv4xWg*TYmNS&I|8J`(vJ>t+FjFost#KeCfbS_i}cNBPNp+vG%(T`dGX%8o{g(KCi
z14uS>G~7{irOt)+NC-_vXKh0+RzkT>BoXizab){ahozVvL@F!G!~YV
z5ui;*DUg>>@h9YILLTBQagTQ~QlCay#ivH1C7s*Xr}X)&udrKpq{sp-4nVJv%}0X8XoJz
zSGWlEgGVdT{e*iu+Y0x`-n(GjYMEk{uiRT%vT8xGbORBLD{rr4Qq`C+MI
zeTw1C445LrJ|eaUIdZ|TU*@n#flHkr`@rD$vVUip9Asr+jcdq8G8cx(LS;(Hu!nzzCKYliQ}QiyE6XG*or_kbIzu#+A~IgX$*<*fm=n4J{sb$9%2
z@0DaBk%L>v8aZJhjplJ(C(L6o>QSK56p7j%9Y@R{CrF-Bmavf3u#mSqU?QuKpG>3$
zxyVG8ILJnxYei(r0s_ypfX-wKXIi~Ox!HuNAU!6UNp&CM^?fPy8f;heP24g=!ct+O
zOwq?FnjMCHg)~Zc{{v8@l?e_G$Rs5Gh*bB@@5o1+%2(6A%i5c%=2wy1D6-P(7m$IA
zVixXB5L*{a92Z*!ts{qCkC>Sa_>e>BI;pq!W&}RT?&`I8g*SGUROfIYYf@jN)h^J8
zH~u0z%#L~{bmoW@n3-rCZ|5k;!SgPmywI6nugEY(<9L9F4gZ2$jG$HDJhxmr+iMq6
zPGV2LREg&cH?ewQX;$PXhRM4T8Me_KJs@_N59eUnO}H06Dp}Ozu>y9Y6$eYlAB6p7
zMi!U7RpOwg)BQxfflL$
zEGGsD+g6KbQqIK=8Go;GluH5H|0UWg^+>|87f(@#RCg*sVB}tFs#`o|HjDwyXY@{5
zpo86jV`FJChrHxWyQj>~m+Brwk~=gTOhViR_sld=d~?5Xl5@x3kphn+3o5`72*x-v
zSesZmZnKV~5WTN%@an#cF|&pB6>L^>l&Z!n8Z0o@jta^0NPe37iMNmfm||jqJ$9M_
z(1co{W1yUowA)Y^&48^3Knn|ueSlQwLmQNZn1s5VIMC{K;wV1Wh*#loU+^hM6=Vqu
zeux^4J7vz2RzCxF&kIjw6BWFe>!2xga4zpOj0BcOkpg!j2VXO4B#8AY-eN&j%mUDo
znjM;N`;Lk}#bzoJWgA;IKgy;mlJi;;X)(P;Mnk`e_-w9&$42uRGZ^I%tK2NM#H0~H
z{=7~*2<3Fjbq7h2Xbj}bR?w)DtL*MLc_^*^_cH41&+gzsck9<#7|(|9sZ&43^Ug)@
zm~DQCWuea%#Cnp$iBTM6!GhfwBs+d+VguoQQ)nbs-AL%L7aIvkPC6}F*|wM+y}=3?
z|Br$bNg|_-G!r8wzXAFAq#cDbki}xAR6I8eZu`zet#DAu^2xy}8!fD>71WD$r-jjm
zv_lv%)J6m#VP?Jro*8rTOs)jco7DrH$Vg5xiGe3P6(_={VoD^@^U}$4*vlS~Zde~F
zHgE(Y#!x%XqkjvEDX74X4!MJK{@bNKUWHg>uf*T;tn|0LJY}(?O!D_xN|eaDgxa@I
z`yp?u6;4u*6-62(hX=HJrcB_kF77{0eVvKO`%gqAg#4Xo9|f`a&a!}vh`~T@pfNI5
zdd?N|uug+1z7eJv!htOnkkq>%DdJ2hoZz@8Jn4C0jG`=As$VlNF{vffjLW)7|91XhohF3z2twR2`SxTr|s2wCt9P9hTsUKF8CIP0t-gNjjfhY+Wd2+X*X`eJ
zft`MXNJEY^O}r#*WW}7g!c9?<2fpB?%K+&|ohih9!5%kTN&%|%K;fCnA^3M;vO@^|
z(QBNqBm7l6*>p!InXr7S8`+uWhBvW2rO1RGob&`@fg#nsn}=KqTBYpt^AyD(8LaGl
zOz+}=Lui5wcSH`&wo)ufs~vWLI!H#}#jZH*xJRnH5mQg>MVLp@f0-C(XF^4Xb!A%1
zA_xo9ipdjar4LGVafRtVR(5OI#zV;b(hBeLYYW<>7w2Y?6H{~NPgi0A*Q1r{LbMdK
z^qXYA$XCPh_7=JiUxf3{Uv^=`+&$`TchNq)A8^PMzO9qLuN7NBD@>h(BU!Vf_rh7o
zon@D-O7`3Q9x+5~_H($0C71=y%*rQ{&@jMWH0_S>^k8L!7;p#96SFS-Cfza-E}9gG
zA!k8L;xKGU;g}5XJG4?Q+U7eHeG9269YFA`=ndbs#nR@tWaZ@y@sp)zUKcAF4;C>t
zcc`yPE_hwu8b8i|a(Loo`RHDG$RT&gYqH1%Z_7A&d~}~Y()u+*Ml1n>M_;?O)Bw1j3u`0)^bY_YNO^WYkC_X2o6sYQ8do$?hOq<}wv
zJC*?C7SHA{M!Jv(3Io9_4c*{!XM7B5FGDrOQ|1kj)*>cGL)X*`GnR+c%R^rI?${U}
z384cCz@fS&uG6aBke|M|C|_HSE#6KIIX&1GWFCA5^Wc5?w~aG+?w640Dfmdz
zC0CQ{UW&(+gQBwul_>m{>eb#w0Zel0KNtWOA56IQQs8V-MlidcNP+|GQ?S(|)sa&H
zkbHR@%_43{bqIA}f?mUj7krC3^a`0nL}U?^W)!990m72x*7IO4bK}W?ldsL(9vCma
zmXPCbxTLi^rNC3HD9krX$t?Ducja+x8#d}zEZh)cWI44cEoNv1q1)2nPP}B)!M^f@
zB}!>9f}m|_@MoIQOlXZXjS6Ba3CBvbIg(5!b(2Rtprep@-mE9Mop&&vxA!xxR(EiJ
zT?=(LW-d7Bs{IAQOvoMlFRsP&!o7;z{#M)EP)U(}Zpc&QB%LYPo2vJS+brkFyElQzT|`LxX_?0ap;zT%Zg3Qzq6)sXWw>~pcc*!!t)b%r5>
zjLk2;@mB#sAUaWvvD5L&F0YhrhQUkc8yzeYz2=Kob(c~-=qSfvQm6vV-(AEQT)EG^
zA$9e!>oB!~9aq*Gcg!{Y$j#bMtmBffT!DIC$Gyu9j(muiOfxGwN4A36^p+6;Ojsc#
zojvAtPPl@+<{#ay-;#?r7UIL!RUdyM#(n&9sw7H%V(Hr@>mEU!`B1~Fc-M$y(F>)CiW@d2E$79jzku!RL~_ZY)!L_{dH
7+
zAFf6?jl^CrQAk*UHpl^yzKm!XMsu_pp)kLlqBk@@tv!Gd($qwNLi3WJ5R92@h8&#r
z-!4R?+y!>H2&M2B;3v?25SAg!FEg3W4QJg<4OJ@%vgn}_Sjh5x8j}+1
zkb|r=DMC3@2nZ$?LD7$hZR`-AZvFAbzc|X*AJk!fp3ej>;C&-X1!H+VSo#ug645U@
z5}@#z^E*%Q7&C~`FYx*eLMnVl1-8SZtxAE}BX(VR)C+wUB|{2zm4MrRj)f
zdG=;E7Fv^7w_xwlAzqJ|_Bfm(knshsIBf4=fy$
z%OF~TkhSqC^R>O7=i$ZS>=q3I?<1ibG|^DOc;2;WBl=fBFz<=&JgS!|p})m~*YT2d
zdtV^dQ4$Mf&c^zA9;9~Fy{j
zSoxhhyoCEZELM5+BJ{oJ2kGvQaFdKx64S`Mz>@1imF}e*X$p|G0
zl1;jcwt5hq%c)&VzRnCht#n4=kt_Nm5-A>!C}=}ga(n!J(S0ze79GGi;ICtX#Qq_k
za060Ffw95_)>94&X-4pp4=^x_+#nvx+>b=&`Gnbx0?$XK{K!P!1dnBI0;0t-N!|^y
z%mfQqB=bd4T<`r*Aqr&ru7{7~314o5Gnv?$p7$XcfzO$Tqj1*3wb>M#fj)2_clH3^
zq!{*cxQD~y1H%pR0n~v)=NKFga)uHzkrYWG9pFUtW9+r)WQgKV#8V0b>LQz1KTvqY
z;+>T+YqSN2V>TDltoySrqPY#q!Dil@_QBYY(e20b>_m(SK|qWW;Y`iHz?+?j7P5(U
zD6+%j5)HK(whn7d;t_X0xD}#j%FJVTq(K`o5*FX=q%>_@
zc9?n=-aH|kIsYQ;Ke_S7al(%{!gz!D?06${_o?N=z?${xC;Z_5c4`Zz@!pnVsQ~X
zgIo%9DP2g@O-#b}QQwB=3Cs*P>iD@b)32JsgPLQ%BiYae
zHBT1P3`Urpl#603$|$IbSR#V>U$OXeIT+);OfTs>q}6AZQ{bLQ!Qfzi&X|m;t${{J
zVjf2~NlD}wB1By6k{ZXX7tLX0xT81x7LT)IMiky;VMbVX@FR=SpT395rucqD(v!qF
zby0XjobwsCsz}L31ofYT5Y&Xh|)#Utwr}9Thvl#klodj*^SP
zgPC$LrVY*84c}{|4B$DcW71^8km(u2W6w7Bi~ty7M~p7f3iw;ha*Zp|rr%`Dj7@-I
zsRJ_rO!(aWnOu1N{{~U({VesECd&WI1R_>+h1J)emFb{0nU^
z#JYZ6nT@r7?ra3XvOf{`aB8jDEqI_9dpCS;NCd%PIB_V6V($4;z{G0B;TOcdyr5c?pvAEF)OY0gXp11vN5>ys*>qx}ho(33w7mx1Hd4;s7Y=Sgm%+@(w^!Gdq{as|E
zzn9^d|0tZNrwr04oUrFNYnTD&8&4$3!hpJi=M|z4L#{3|g_(
z1v41WoBs|vMkZs(LYe^(aRv-C4Kd`#SUcLOz15|?)J3QI=}Bo_NiuIXbt04a9
z2Az~cUn~HSpg63!LA~fZYPGYzc
z%!2ncYf`QH;C%z0BkEJ6>tg152`$mDmQK0V#c{{RPX+0Rty%9m`09ywG8}70A{vD|
z)Y}uf7B0@MR`$sj(S5A)*g6D)K@H(On`k+S9O5t(M3n+x615TzADIB01h^TX9Q+72
zfx7)2EvXb5sJ`DD@f`W&$#ne=OrSc#YsJESZbCLC>x?eRI@cmuFTfV%#ZFBmHHoBm
z7HUzJIS#mDdlf;ku=4-BCQY)5(4-}Da0dDE-05PzIkn5Yd#)NzO<8g;b}BGA7ufJ;
zt_6Q)bRj(EfB?{fyXZIHRrqQE7>HvNQsBDzH1HcU_3+M5)&k8MpVZ4-bTs6Us+Tox_Kg4If`Vuzi0CK?&khsxL4)Yyt(BJCn!XFv*
zx0Znu)^f6E8ux_M=nWg^9*&bi_5{btkD&)EjUNv#dN7HHq`85BFc68PTO=@wg>C?F
zQ-N=su;&fJN{D5@|95O!-ANy^_WzzI`L{rx5SW$2S=gfJz!pU(Z8;R|!2%(sU+Q{-
zzsSKQ@V4+B#NgGK9Uwe6UL_Q@kmyUT
zVk2z^G?lXg2{yWCZg%i37S6!*QZl|1GepUF7kxmeWPB4{JmXtv=DBcuJ6#r!@1RL!
z@%VhYTsYp2EQ)8ml`dK1u>~&$=%oU;f6Mr47%6o0zwqjiJG5zh6&BKQ)>E7}Y(j5u
zzt59#jD5;#*UTDzaF^_P1QHV+OCRJ7w$T|=C%z>lzx39d{3jp%oIcyq8tVpEk%9-d
zq~&uLeJlkilz(nG>rrABUT5uI94hHVXpw;(2i3FOP&Vt4E*2d(dp=z$QfWuXq5790Q8k3HoVdJ$17m1vsrz
z;9a$ti2JX=qc4*1WIDlMMNrkcHz`#Zych3
z5MyMKitlMmE*w|V9~5;bj?%l?QF?@HaZnUR;Oel0qS1-e|L{y$5sblule0JsSxBEG
z`$YPM)0q>*b#A5R
zJ?xBafW2KnVvdOc?UV7RDFXjdU*HVj&O034XvI4U11S*E0)zycqL-{Yh=l-(jiKdg
zISL^Ps8xe3rs%J4QRh0)vTwC^*q^`li36C>$mn8{bKEJ`XeTBm79hryfwCbUO~bc3
zC@RcyQ{>Vj)y)yTpj>jO8k@0Y_?|q50RfI2%fi=f`P_tTrsz@V9jyqHo)-GAs~`W?
z4b_jAnl>YvXK3bD@&VwLTBs06N+w$TgCSU&-MOtB{PY9-9}s~o
z--KuWrcZwKh1ZEgI4-N})L9sbHfX8tTs#rgPdZ-7&=LCAY_-fG7rn~lMR7q9+#wNk
zXOxV7lB`(4bVZabx1pa9VWdd))v#k&aL_+g%L46Rv0-4jF^gsge5&m7WCf;^H)fz}
zbUxUjbq}o}7+r0HUyYYae`8Ia&YRqhe@mBbXDrv6{L#&u{1>tX4*1wk1rMT+Y(@7V
z;!cX3(PHTD7$q$qOssd{39guTVg-ri0t|n0s>h7j&8^@RN^mK*mbTkqFRcg~c#6LE
zF7Xsyg>9(7(`bV!Kgw_u9T#u`ebE04}A_c?a
zf?Cq)+iK*27fvcc5gxJ_U$^OBFknxj)w_wu1M?EMpcuQe$jy-suLk=!-l4)a#
zO$@?)7p@lkFHXRBCybmn!syB*%U$n8(vtg{7@%m3jif#l~=mxl=FgVj5RL;c+=l@S5OuV7|KaJ3rlNjB)
z4~PI*R}cY~zJW*#LI#Y?7h1{^F^dtoB^In^MA!m1n){vlIU2Rs_jZLyi3+Pg6R3+6
zp!on3OzK`CzLWC%76=M0!62{b!tIV43MzgLl&k|^PT+J4=>9)Bt0@x*zLX1(bsg$V
z%jTz`B8<+q~O^s8kP0OjL;XY&+Be3A!u@w`n)qUC^9+eZI80njT8lJP-J
zOYG!AP^RA}SFlmOjJkl0ayD;Kzu8#YxYBK5)k$^Z@fe+eKe|u$b8|k4#+WeYkES!{
ze9=`-${MbQ0Ct&ipwOd8Gk&L!_D{iglbW&Apda=VcT1}m7326*c)&604`#DMCXSe6
zzNJypY&HrR=un?UoX^1gf;R_HKON9u#sLcr7eygS)tUvVAmLpgR!r5Kz5{
z-|n!Z1@2|y9}CG_MWqmOTH1!#5I#$V4q%Js6uim~R&0-*p0v*K?e4HLyAXRd_@Y*D
z7yeDLBDVh%KoNk2ChsTMym8^*8=^kGD~D?Au}0krCZ5;lzi(?W*(%+NhZ@wicOKfq
z@pvyhU25!e-q_YnXzT;n6%Y=lq#Yt)k^+xFt7w!ooOs?}kSBUCAVUM_A^VUueUV2B
zd;vKqkv7lFF0Sp`D&0Ha9IBBL@UI%evaHC)lhRG9`xAIt?C%;i`v>ii0{XP(bGUi!bfn{(TKIQl@|7F2O_A=`A&j#rL;qd5=;0B(T?=)h
z76ty--Glk6#-O3?7&v-}WBeLr5Y^`&>Wd7&l&`;CTL00XXpbh)D17Vhj5&1&r~?1?
zZU}Dv2EP;mcl?_T??`vO1-xJn?e*cUJ36WV@+p+_=oiIOLkqra+}ppc-Tzw;e3B9H
zEF86|qY}lzcDzyXvVvQD*1KiJw&=^aV@@GS2aKpp*P?wZipd}p(nENjS=u}`pFR*Q
zt*!up+|4HZC4q5EfA5m~Zw*H-9FK%&%u3T2&JX$CARnAapce`muWbOs2QtSj!9lJw
z{z=|UJXi8hz|=v*N$6>E2)CRjhqG#fd+~P$eGR4P9p4u(Q|mbL%l?6fS{efQMG}Os
zVqpt;6RJh)g``FJ(Y-A0F&pjKq+kyZiyP?F&CiJmNtz7vx!aYs%u7|ZAaS>8`PD0Y
zH1Rj$iI&NM=X#?u%}^p+6B6j3SZ)0>8}%-Se)1!6TBT2;Qucwc7jffW`gXaT$-d%3
z$1|`SfiBTL+7PHOAeH2bM_<8gHp9X9`X;@$9McuvN{gO@atsi(ah34k7
zuOpSv4%I_I@czA2_bA01<zDYTdap}xJQlBU6&%1Cn_h|wIGkWE
zeRF1Z1I53n7-t|l#u-RA2$Xonu(t%W#;`Z~AUM=>|4utwAz&6m^t2~IFp@T${IVf7
zyUd1N5WH)86=s~Xr1}pFAcw)D_!q6RUk5+gE1tJLBl^FaCE{hy2>!)^Qv3@uJu4fu
zFF?UR!|ST}*F;7mx8P(Z`D{dWvR-!R6J3dswBJii^i08rKQJ0v?%-8oCv==_U?;^p
zBP&|rT=fQ&I-8Y*u9(laYbb?&OlEMkhS
z!D|@5VnaA-=$~Q%W$@||4)a>klO~YmQAa)$f!tP7f_g6a%+2Q1!s|KghU+y8Dd1V!
z%rkmuzq7c$*pBif_Qk>CA<~NhF86pCP8mt?k!K`HDDl7@EOyd8Rg8Ot7+?_jeW9ii
zWQj`=XvFJ*FlMAiNx5go056(A87eIF5g;z*8^LZS<%|9)hf&2)1g_5uIr%rQq|hR}2#`T4Nv-_{5p56}7daAw$zM}OG+W3d
zjVAK4g4YrmLGi>sEo3mb=rvL_LDKlk_!XPjKxC$L`q4d6MiVHFI*G4R5pghkhtWf1
zldKuE5>SXJ7&D1w7Lkx_0TjPGahyPyxu0;6UR>+=g|3@7Iga8=K4QXbknEDRC@zD1
zxQc`B;>zOS`Ll}aZ<^x{-pW43MP`~THG~0g-a-~Gfc8Qb=m0N%nM@e+VGbY+_T&WT
zBN?Djq2oy*4E>Pj+;Fd(-Qiw%5ereHY<2y?LF^leE)0;_(3sop-vN7s84A;dtec@|
zL`(!&mto(MGZdSkXnvgXD0^85Uxq+^v;ju%=x;?qOj0|jzJ%pwoeqyiF8cZjHl4J2
z`LU-&w--Diy1g8^n3hrt{GDk}MwA9nNO}wD?f_GW0kv!t{If^I(@w!(_WEVYu118F
zVAC&c+Uo_J7;?hss3vSuA#D8=YgGz-h_ob&T8Q@VDt7S(9D^y38K1;cl1#CjkC_Ouw
z4x5M0C9{xIM_IZhv*1mFWV$Sd(mk2JhMm?HSrm+;1{GXy2}Utij4T&cGJ?+gzm{f6
zn|(b>f}O1q=s<}hzu5ncguK2}5|9lDa?R>FE7)3$^2MkY&kK6Z3cgp|8pHD!^t>vk
zB={>!{+23O)jQaQI{kRS1h_;h4t`wR`hAxFOHg)Mp2=1JlsK!84OfPsii!P7>Nl|?
zP?)Kf9rz4;G#Vh&Uo&%5<;A;$fkR20HdZ=s8&
z9{v%o&UzUhJO2b~y_`u*d}A6SM1O5RtRE9*5dcRZYE|yUW!FIr+P2^)iOR
zUtsz_yuAx}Ojq|mo_%r=mpBtL#3cklf|4L42nh*im=JfZTUwe@)FlbpVnPx!O{Yb%
zwWaj#ZM98X3@wqkBxqe*mugEWb&gS@>Q-d_pS90SZuP$3_xF3g|6iUbbI#e6P%Aqkz;2pY+;Hgo@&t(<@;!M+v4^!e)-rB0eX%Wqi*3Rz+~DBTg#}>LeftuVS?0
zoklrH5fMhp0}7|5gAzRDY!8<=4}GbVfIaQ{gX$^_u{w%(%L&(-ACv;H8(mIVL;}<*
zs#B5J*Y)mZFy(@RIFK$VD49!8RF)Hv2~-<2ZgOgivyT2N&N}3#TY3nKjgYk@M@Sno
z0E*t!BGTS*S{Iy{Nh_l-^$j~()EgmHl`?7(#XF)Qed9em-njZ8#8M6+ae5s>V(?WV
zoCT1)0HF|Gt3qy3D=`NonP(mK&^q`&!AV~gaKd>PjuGGn=rn?tgcY=M_be#gNYJXD
zq(c^Mqa^O6ZvU>ca1!$t99WcV!0bZ2_?!LVZt3MuKEF`YMY)i_G_{2WgZ!FeE_{^;Eo
z?`~=^xWeH{XAAo21B`o{o*)GWA=5Gp^(@eviU(jSL2?MO-|!Giqv52KWA;cBVTes3
zjnuII2HI|g$ez?iDHw6%i@e$wKKwqR^
z_bc-1?L}K`C@*0jkABwp-mIV1+#9X8`4^Qi8=^&Xc&EEq0AAJ
zB!!X60Cbdx6vox`gu=-2B-H4+p{Q&`fFPF)AO^B$mX04f9x=tbDkL3G5@7T2bX(^W
zWc!5AiB@o#Uu}8GKGayQHGzbQQ_&yMULH!P^Zn$^GK9EwCi3eW|$1niA3O3G*L7CZ3jv{w3lGS
zAe$C}px7pmYwFxYTdyM1;$otA91Jpdk*To0)|80?6ZA&L2p`=T;ggbJ6{Mhf)*&ju
zf#-y7(w4N^bOIo{g@hX6Urw2*>lLvv_AuHn7*6cd%6YA9@88OO#EE
z)IXcHx-IE1d8lVJ6&;Q#p1c*UbQHFCrCbQn|K}?OOiZGVVkp>#kkwAp?
zGr=-JsDvW&pP#Q=m*5(K0OHrAO@M6aUx5jZSPJlg7hNz_K7XUo#Tv#EArTv<5wMBM
z0e$9)Cr$*$lUR3wD3>}%6bJBhIVZ>zn9-}ki#c~kGSZ4`66+J2YaWY^nhpU#$HU!d
zO$!G0cc~PN>o45HnnVN!*8-T%mMkOZ7H5H2q(d?qazbdwWj^#y4WKTjs!^4P_Jz29
zqd7*zLo7Pzs|*h@Hl`ugosek3&H0E7sA~1?tpuswJizf0!4YR07s7-aFCD{bvTdVr
z8*jaAvgH$Y``db5Mp2l823T;VZi{t9wF+8bM8auOhMkv
zN1iZ~>wg&-QX2u9=-W9j#al06Ezx9KvleARs8-A(>E_tJFuvtcZ>3oC2rURHb%od#
zu@vieSKvJa@)bVJXfa#ulwQd!@=USXMRew#U3a!|Hk%5chKG8YYuk1YL>L9425S7GoT|F}Z=V4wU;fo7YJHa@q
z;8mfUc>g4o&S~t5+|@e@dSD99zKf3$4|9xRAkHi!;#Ao6fuIlSF_b~O6yW=J>rJqR
zKL5Uca+fUUc~z(Zqu!eg=<(jb5FGn$gCI}(NdtRYS6vn~V6_Pnh~8h(@p2|Duf&J_
z=G>e4n`c@V;7FuZm_}>J@qB_WYf@W@{vrLMi9vZP<5|9J0rq^9^AhS<$Z8^X#r8N>
zqT5hhJg_>qa1SRpw*Vn#00Dv!&2-pLGDae8Q@|QA_=sLsC=L(tKz%xc5;!21g%=ke
z!GIxFlHCR~A1$09bB%u?NL>m|`LGWE67-U}@4gUwS|CXT^!k4qo)#LP)w>xX72}ag
zs6O_HE4us}DmnlSUa{8I;L1bIl>2HC(TLglr9Rdci*bV;Y|ih~Ef;C|;(x6RbVg0+
z&RzvKe{tKj*hfs5gSe!=ttuuejt0NPVZ3r1-GNw
zt&l_g4e{3Bpp1dpHMiaXt1~l<4gHJ-;&-?#`H1s)71AgdOkT}}4%Qs|mx5NVhQeg)
zdP7+(XnK&X*A-=PvEX~e^l)i6X=4U06ENmC6adHM4)z8~oKxqTTr1GD@+>XKb^*Gw
zvJX$WUo6*xfc1a0%4A)H29^Aid-9oeK~ICMTdufd@sE`o^zhZfWDy*Xrbz)SpP*SDU^ybTX$Hf6x&D;
zfk~1qnP~nVp2#WQ4QLYmQ7Ixf(s>ZIBAqXu6b%($
zJ+U4;!pY=OLSP}Wcv6-0jl_gG`V%^tNE6w13F-w4qI%WNiHL(HO6jnPqk&@m4kw?a
z&(i+Yn0S}#wrm8YjkO-gq-&#-%IJQ_IcDLr1NM?u2b&q6#Abup_9p
zcjKI=0V#f~SsBRjOrJYB2iHlDP>N~1!`ig0zb~A@aBfd#k?-z92>NC*e#DhT5d}`;
zE|d%T3aG*VveySv(_)fV!gJ-@bzWdpF~e8-JPQ_-ZKtSW@4kp48wXPLqf|amO6Xee
zP896d8o%iSkg5(|=r7{nGCz99(sFtyQ9ImY9>6cA0th%A5ggr?^I87P7(Pru;Bt)l
zCXHku_RyjzB8rXlBttjc{{G#D{ptO98i?tp#fnU5FFZhKPikMh=TXE*S
zh3WH&W&E#s)))oWDtXq>nZH8oK$YscC>LMT=A0#L|1VYyzKHIsRI#gGv3RG3lvn)s
zPlO_Dm(`Ee&WEZ+RQN4c{?rNm2$_2o+k%i}mCYf0z$G$&k?R+dd87r9v*b|xgaRvXQpLi-|PQspAe~n!~L^U2sZVNZiH>9jHDeAe)AZKYVqp}sYbVhW^c{`
ztn&z0|ChvKiLdORCU(}ju|wbq*RyK)c@RlsQ-=v~DAq!pU`BVj2WrcxYyOWQLH)^;
z1O7Ju84@?1usiV|J@z~xssxEnj@VVI4MZ>gXLu}7PX8Ovy?9>2{z_+5yyr*43ue8dVEt}NT;7T9#qx(si-CqaizY>-w5Cd9=>S*}Y0*0Kblpgc
z@8uMZgxg*5I^)DdUdaWI)_y=Az#Z5<8vpBFuW0kX8-I`MbsSWz)z13g==F+Dw|J0t
z@;ElLKEmDMYcXa2Z)mxqRsX|SqAFd4W~t=hxDwKXc%Y_!1mf5gfD`#LLEsjum(
zUqRu~Y$yKT)TuYK52`fhTBd`HjQ@XD{5XcauamoPEn+42{{f=)Mw`nkZh0I6{_pXY
z^fqo@B6PFr%0N?O&}v)IF|HW(o26uzI4P_TZ-bC9t=6tCq69G?_o4aeen&Xo7vtU0
z5-+{!1>V5=3#Ps?W(ui+mlyirs3e`e00W`o$Pm(5GKfCmPiLSHosW=J9UnTkf=dM1
z*^?!~U{
zkhGCl?IFgn$$G>cQ?8|4Lby9n*S~PPi*{5`Es!XZ>S}~$*Tc2<@N`e>l-yClO75ai
zCHiz~KVtS7E*!#2(jObkhe+^%@xpeEd+G7o{hr+ylXK%_aw&7_fw(HPB?76N43&G0I&9rApnLVG2JEB2uYkd#HzG=?xJuY*z#Z>PIfCacQoeBmZI<8Pllp>U#j)wO
z0J)MXeasCwK0RnR6n^ww5nmyT$1%*{PpDAk_r3Vq}-9`2Z
zm;9wZqVXjR5v~HM6UgSEZp@~FbrWWJ!97RdT#$B^sdZ2K;N1cZw#e(_L^F%=P=`Sq
zp)N$JrKm-{I2qHMjsytlFtqF@l$c7m`?4LHR;x0oXqAA>rK&=maNE71QDhM8)c2&x
zZUO{!&f`XUB2dg+*SbDjgE-+Of%5ItCl+|7Y*Fn>c>2dTb~zF7kdxI0lNuQjH$H{s!mqw3He0#fTsVZS1bc7#jau{}pMQNC2FR%
zS}5-vs0^p2-%&rK=ATA55c(#O9xnZIYDE-KG2umI<@p@wU+oVccbeB@9#0ct*A_Oi
z2IA2A1;CnndjRZAq24IKZ^1Ai$mX4nmblGr`GC+lBy
zer%sa!+~Hd-Q#BL0?IeJIr23_KGAfnx@pNsqvr`k9&M-#UzE*JOOGIb2Rca8S8Yw%
z&l{-a#>Ie*>=4P28jd;&x{cr%PNCK^HJ5O=l~U>eT8wXrnDgo!idm^oYQ@t7KLoaNn>3}J5$nedj2EGFS=fBN}>HlXpAqCs^1X>MIu17G~W_T
z&3~>L0$b>*Y9p`u5v4L9U^}6T20{s*V(Wq!%Qz35!a*_f@vXL{{1@PvQ;xplh}N-0
zN7;%^39h(14ji?PJ54dLkbuq{_f^#(JCbtisX6?bo{>7
z1rgP9gD+PDmcG@ODR-m`Sm;0KY~c=Wi@EwFnl7lgVMSY9@JlV}i(b0PU}gqXQ)W)ay-S{HREg+&I@JkmR3g+ZdOER|0G=UYC}-u`>D!{trrO(6?Jg$OfC{R@
zqyXcmt#lrRaI*ia4{%D9HXIW}hj7v-8^3#$5Nb2%+eNmjOf?*YpAUde9Sxud6T8@s
zfZe`mzej#75%tx^2>gIjL2SlSVFrR1PY(gNOO}$OBb8h#o)|}XLeB^6lpOL%$aTsh
z-Z6Kl9O&g&sQh?Qsle2_kYM1&LeSESI*sC6Q@oDJbLx{6QXe7e?&hGkn(jC(Wvek1
zcegg;-lw=f@TLnwjCK#TImP~jFzPUU0uVC=N3nu+Uo#8VZ5#{^g_ROv|INqF0=Tje
z{eMWAY%%7{(Em!c->rBD@mA)_cyGV-W(2(D3hD{s#$jSv@4
zaiz@=*Ms6L?#8}Ak)a5xLU81t=S$>Mi3QQO+J}}|e{XFn
z@_Dbq7u^p6s?>hULv)OI)iQ>_?kpgP8QX=xHLf1%m3oK$y3APY@C^D7#Q5)q97CCDmr$w8NFu68Cg~Z|R#ieVhdMD*jC(U~jZCpeH@mC-dNpXRq
zuX|-{52d6frX6_E7683e7BC^Q_Ci*@U^%-BO3=DfF>6qaJ_EG?Abr}7BOU)oYvppZ
zjFJUYbCT%|)Bh@V^RHRN9~wt8?VyfCf`mK|)vw2ZSsK-*dJEja7IhuM2`2@VX*G?`
zzad8)q7~GvOLNeyo#<*!MTvSi$|TnsHJS1Xw81L}S*iO1wInKJD++N>vPI8CU_&R|
zE738PCrz&TOPVzgC%SgcX0|E5BUY_}p~mN4z0
z0>WGXIlXra%8uEDhdL=5>yM7~%5}z}PRAtmZwzay=rz~Kc6w?FAZ=|e5kdq;Dn%No
zRZA(PxgJ7PB@p;2CVL>nI^ch}5hL#F2R?!Ekkd>>t3a3DAb~Uh!s9((LXxcEJrgWAu8hmD<
zAnV;y-hgYUp2im@)fjGYuoI{2Yb`1Y6i}|F23f1+okdl8xPcI
z%nR+;_UfQ(O)JWoMGdb>UC~>e0}0`3nW*#65vcP;v|Salqpgc*oVpa!9^zYDiB566
zK)Ku$_!S`6mQ+Jh+mR&y+9I*50+L@EDVbVZS1)07E10P7M}2~<0Hf1*2I{f)6$ODV
zdQ*j2Iusg?78GTu((TBly79WhM-5aEojoF^9tjN<(>(7hljnB%^oSEv9&7a;He2n_&0I}dmz
z)}>pV=%{o+q`^F(7l(PP-m1}nj#?FkDxJpXQJ@y@!mWFd%>eP0YfFL1R<474;6s;r
z;rb&uqCi{X?i$xLABXor{)tNTxxNoo(%l6KDiOTRDh7g!w;e?h>XimMJ-R6?$%P6x
zSRBS5trUUkE>}u-H{b#}7q4;}-<%G+j9K8{9i3iFKV$M7psz?c8wvIBB7_sp>FnW6
zgjEzq(^zdaJ`hoUK-m-|1gh7#%AvGQV;IWOGW8-Vcz~sfeMfsskJsX=QJF4YbmF-%
zjrtkWX0oDFZ)vm)Ac(<5la*6{EmFG~36U2pM)4tvMy-UioDQ{ijk+5b+^2V@f^z%e
zsF-_TK(LIbdE;pLRBS38goRRorMH^|q|-PWg*zHR)7yrwR9Do)F0I^Js?XhZNz`>TlvN)TA_knv+O%V$b$Ul^ubIXL;LK+jS%I;mF}yM$)wZ82GYb@+=T
zCHyewp)XG&C30~^Y2}#lrFz_zwx==SZqPff4`Q9_1p!-3EhF4zPU`Pv0eC-%cg<5L
zDvgFJ>Ja*=1%r_~RVNv}SF>q?P!4&y>^XvD$Ohg)^o?T-anf}`I_?vJ#!E${$2$h;
zNAcCK=8r~4ZJ07|usQYgQ~2Oljzid*p&AG7Jay+6GLd*0&O!7f5D=kac)3;L8&eSG
zZuKX>5FNV78Y{!3+$oNFL`~(vv~^Dr&3sHNH&SuA4IXn+oez#ROS;y;@&Z!)oAb7Y
zQ)VG!NWc-hgRdLDgFVtm(nXgOXdTLz@Qf?lNX{oYPX?
z`q58s{7^ecw%|HbU_FR5P|2pZjWka*@szyUX2L6ME!
zeweVgt7|_;L}t+#ib=h0p+c7jjEa69AaYNTyKwj&;(8!AxFhjlX#~)lRa5=oPW73ds+*oFwQ8!*Ch>?~tYK>}q$V*bXQd+fZrGI2V;d;Y
z>K%@b16snKl=Do}8d
z0oZSF51BA7>KA$cfj6caT4HKt_5KMT(CtW$qFP@VNQzrg1Wn7Sirtw00>Mt>CMwQ0
z0wK`7;Ti5UuBlo9FR$QLsvuGQqJ^ko{y%C+sak_54>b&+@~lCjNUy-pG8omMMl?V@
z8N#RbW*x#$w?&Dzm|vcQMaSl+4FOhc-gC&H1HgRq`y+!oyoO8ZR^M#R_xEO<{Vtn8
zYaW<+=6dHp&As}tmKGlvU`@L*66g>8ybV>u^{CQ{-ek~;oc$w#kn7zLALi_Pa&`&6
zfy+Voh6nQiJUr4ynxiB8Q|c^ID3Mxw+LihuQWO6PL@cqNRb9>D41-63q4P?kYG77I3G!qb+o=ZGI^TL^Gek!y~N=n)x)|PoQQZdaN?`T6y`alM>p%q>!Riu+vyJIQiP*=t-BI6zO
z0@DzL`Nzj%ZQXnOXzm}!LYp)QB3dd|J2t}aiO9^EejWFgpa+hl7*|6`bkEJW3U(-z@OPIM%CQJ1kIYyB-p6+go{(To2*I?&i4C
z*Fs-RR-AQOA3z%?7kRZlh9@;+@nF%6r01IG?X;jdYArNcIK8koHqW?}{o!iX9@{wX24yH5+*Sr>_hd9P!@U2AY*kqs9PRPz)Px4{?S(LQ$N&aeo
zHpH`0C!aUo9oft;vPLJ$yzrRX4aLVog!!HkD(`sj-YB3M)GMbN7SR?7)C_YzV1Eq(j`5uKGY5Zyj(8hC*%A9KFN3Lai
zto^B5@0RgTOl(Z;6IhxNiumG@+;1Qo?HPrb=LWK7(v=Z>*+ACZ^Uj?z{;z>7%X21P
z!Ur*<)OG|PFo<>V3`4-&L9BO+O}EQnyA%rk!UA!t^uhzUJ49Hp&#Q<2D&r>yu`|uu
z!o)6sJw-8Sp;3rGf@c-dd}n4&rC&q2W@eo%{U9B|JF`QP#pYc%jF2?)O8zJiwtD7X
z8BMuX+!u6=3*QdtbslpXjkE>~LQc4aB*dmhDs(^YqF}fP!PP4kZbFf>M|tb^`|-|_
zM
zGH53+8yx#+hqNdJJ5OzqZ?)kahOl?que@1_P_pq+0ZisKc!bE?+lp}UhJ
zS~rh+VbNly@%~Z1dML}0_z8RSVN8~!!H0SH2o@;CAGQx1!NQr;@_YM&k?gi-t=iCm
zDNFqW{N*RvGt!kq_VZ7&ex7wNbO!Pk-#4HRdCAwDC9wwf{^MDFCVdiNA3K4qWS%oU
zym{$FHnUAoL#%sb5L)YBBrqR`u{KwEb~5WBW&L3jT9CZ@PC02T%3|(c5>@|R2oy4N07EkcjliA=}(K|&0
zg5q}ag_GInT4%o1ze~QgpPS6yX43A<{N)rjS$gs^zmURAo-GYN{E6q-tJ3@T__xoo
z;5zThZs_@0e&snfzUKEZH>0XccX{Fz7ArNl#9yDnp7$JH*M~ox!rDqLLV4?{XhXzr
zeCSkGUwW>sJ!L9O_w2l*7J$xOcno73yY>#5t(yAU&(w<}514bGJq9ZL0x7_T6!LpJ
zq|W}C`^`YVd|~HpXRxW#^sRj53|1yh-(p|+0&B^n!{_<7ne5e|s}E?KR>E?{W`pG(
ztT%BjJ~x7!hSv1q6KAn->9gZ}#VjEB=?DDqEEee52@xtH>V)9pLOQy%P<`q&#}R+A
zekHzyTkx#UQH%mo@
z*N^a|RQ98kd5X75V-pQ8og=LI?Zv}v^ZVsIU!BI<8=n4IgnoqwLTCQMkEOBJ_3WFe
zmu`6P7S9y#;?2B9I$I~Dm+%kMS++E%gm;+Bo^ILD3w?7Mimy8Id*IP#yzU9X-vT6&
zPd{p(@A(&V*odB)~gU4)Qbe*#arHjeXRMth?8QnGXW}
z7db*!=^;iD;#9YSb^*JO$U^r#sj2(9VBtU@C+8i>ZaDkRilgV=>u{bKe~hk+P5ucwV7vMKX3cKC9DbK&9j-ml-8Jc
z&SsxW`x^0!*(@UP#ql&bgNTAj{JbvqCOBKa+=#bd3X(H4;%k<&=F*KoZePlp)jtZa
z9U=6J@B&V&-uZ^BOW9oMoxMDH8EeQk*yk@}^O%&_j^E5-qol2c++=0Z?0I{pl|7Ky
zH{9|n>sEha11jgJ+bh;-^adYkC3vkzQm1bc{9%++A&-lA4i$i5<9X+4BcVmzP_LVzZ`1Vz-
zHQUY4tzr#>u53pAur%bLMyK&zVyBSA#}TTo+hVV`8bmJj*~UAqVXxNuGM9MBIPV>~
zeE%Bui4?Pi&*m&ldgg1sjd%zc4-m13_D;iG~J!p45Z-(Sl*
zw*0{dRR~pZf;RCFA_bf*4VCX(goB1u$0mMjEvWqKFZrN1(VuI-&_`}{HijNg@IUT>6+Z(4f*oCgll*`h;U;k(~reLH^*gEzkG6eeUB%HVctz<=H=YoB1)R
z=a>BJbu6-WR<>T_tJ$JPF0W@brN5T(#_L)4&XXX)%4>^q*VbBO(QC7!=F|!9+TPCQ
znd@1M*ERGMznRAZ_?h)AKq~l*UtbUD@aAUz>^p3Qbm}dB?;SRV2fxSKw%PwX38D&)
z667H!mI8hLcqjD5y~k&~$6CZKLRyEvk~@!hkXq0W)B=693PajUj9Bl9z3yK40%26l
z`FHuz_gHk07m5+os95WSD7b*zj0?DNcd3&5#84-1{XW|+@iKn?eb%Vff-*hp=8atX
zfK8Vs{EN@}00VaXExzId)>{g?#gBi$dRgROi2tXB)F8m#L-QSd#Z8(;u=jg{Y2Wyn
z;$b5aiPSuJB0GZ1Q%Fd0xN3^)80iqMg3EtRuY2^>oy>jVWA_RbZn#4F8%$5RLxOqJ
z57;p2`o}tOf85l8`|PFwZo>Jqm4NGvQBV!I-6FmmxL6wQRe@VyHN_%;?*h*AD?aT*
zu-_Ly;+H>UA4?fe^VdFNTct)Hy1s+?^^e(%&T;3fcJrI}%KJ%6I9oAd79*Vc>dUw6
zwoS~FNv~S$EB}Q9?;q>v_#QOf(|b@vuCWA{~C4ugGH!
zr5`WzPx3IwdFL`O$z#20<;~Ft%l0|E&6li8v*F*P5jcDWClAw2Q$^~<4FWO5gztXH
z=Y7c{q`yw`PrhUwq>eZEnJ?KBlJh#R@fB;<`uue_0?PfS-SoN-QG|oPmh*vMLDs#0
zgTMV1vTnY~4P>$2E7+|vh1G3xPl$s)6d$_*}kb3wv3L&=dIQzg8u|7q9Uzwy?LQ
zXC8|D^>5g!M3>-`AKS*P()$lY0{`%;30l~=&CV7{H~-e77rj~~|IAl;pY4#O;jZXi
zxmBV+&t0dFT9M?D{hW`ao9L3ywer_`nT)_%h4Q^MWW64;eHSj8TCk=Sc@tg
zO+-Y@@b?9w&7gQeXbwb@FHx~>gsVduBP1D?h~abFE5vDh<}wis1jCbfA&F;Q2AMPh
zT_7fJaiil##f^*`0mCw1u#+|Rdrbx8XP~$`jXi(o@9%_3VAy3oeHWDdsLOomF1AqG
zafy59v$c~tEk$KEqwn5Iz&=3fjzJ*(9UBFtKkRWsIuxyQL_iNOr6Bku0W2J5utz;W
zSui(^S*mB*Se~U>&YImUVEQI>9}y~;S+d%mRMILfTzt{h!ufb1BHomR7N#N-UDQa^
zTjOvg7l$W-agi-{sGc5o%@hY}zZ91_E37Cf%Xw)5dqHYuA`v4elJGpuc!Ibds#QR^)7$_UYtw_KJYsKXfF$C|L1=4N5a?`
zdLFUp3~@&e?XAoZjgJqBN+5UUposJQ_Fnc?vxVm<-8h`Rm5&7UmqDW@ifjZ2SMmM(
zSgSF;C=D3?^b8lREC`8JUq2@}ojMwUYD+g25w=biQWueVcG_M&O_z#{!RjbiV6zM!
zyPpL?Ku*}tTKJiEdbH8K3UQ_+@34$@o}Q0VwGCJp$}AfzXKSF3xU#|Fa@IY(;cyR=
z6&42AgTo1GdWnLTCthMHM89||;t!lvf=kOY=^#i`?x;XoG%P>X3kUd0wEuoy3SWGX
z)wje^$+REe6nm$Lr6s#-p#o@89i8jS5`Dh`Ph_oK+ZaeP}*G=
zScJP@43N>pGeK8%G0fhD+oigB4Rt$KVFWG3W)vNZ%_yrSXO5#%TvdxpKUCUnSgH2b
zm1<9$Dr$bdqGn)MueG95xXDnh9jMms?phr)U|GokkaM602r#kuUIogBJCMFcdHNVv
z`c!yR;&^Ucn32|1oM-uOvhSko2Ueqz7HVZ4BLfO~0V+MGhlHogR9Coq;18OPU}RwH
zScn{#gWI9$7{=)#v8LR?!6sO{V&U@#gf6kc?nmTE%aUS*;%tMvs+tXsGfsqK8LA@u
z7=_1+YZx4sQE0u#c70serCjfW)oNBsPXz|zMLS8>WcsR7%qu8{I5M~tygP9^Cm?ki
zn?j+%xs`Ec{llrW)+gu?p=)XN$QIbrY;9$>z6=&M&EV*XkhB&S+Q9`Y_M!s8MI5zp
zykD9O{(_R7#$!JbtGkB;B>3AcC#vY@YqqwBB08qhz9<2lv2q))gE?vw$rM9y)3Oc`
zm_W-96cvvs;ii_P!!Kv|Mu-RoLRwTt$SNGTDTvWwF7Hm#JRjN#Yi`n2*ROOZYh5MT
z$*Rfbx|0#ULd|2*E|O9jR70mD0OC*Z(x1-g{IBNAR48^32^?dIS>X6vSFGbD5sMte
zI}^{Kwcwd25vp!n0_7p27)*XqroFTnhC6B7LVM^TrZB0)FZMa#F>faAzs+C#o;@wC
zY|DT7p3Ranz0
zi;!Cn@uyF+PF;{dcW1~$QM5XliV!)w8%Bi|jUQ}$RFF;d7G&2Q_2r-V-jggwDxJrr
zQ!Kg0U`)K!XEXTJQ*4a%X&T>qicM@eFir1JU#;ccilf3(vb;RvX}6pDiiO9YX2CW3
zAw->I;nPmDcce+Fy!IJrlwDJKk29=&jT))w+cRan&lwiPt@x3O=I~8tV71Je!>^u!
zO5Ah~ANCU)Bpsd2H~hq+f>zH)juh8`PA1C5I1*AnGMR2x?KK_R3klchK`7
zjU=b>^nTvwEK8`N&O#|W9#XxH_y=cMiy9wO$S;rdka=gBUyYY2WROVHfXhF_G9NdK
zKk+kb*1ZK{h~#~>`+uTnTg)ox=h|X{!kBIuULKD52<$^IGieA2q+Sc;OMYg3du`f-
zJ&JHHru>=rywb$EW_nK9fehzyp6}6B|Hja^PSbVZ;zD2WvXkJ>2#yo8CHg2HFEZNB7oPh;h^y
z*BE
zBp9C4C?OK$?`R6|7SgNE0&HS}y6@wq-4u&6FL7!4Tpm-xx(D5R9zc4zSeqaaK^;`@
zug~)pC9Fy0taX)ud4DE#rr@C4(~)(HyM4sl%d^^^=NC#~K$-JAe^|nLG|0z^ctQ%0
zroL00BB;LS&&?ND3rq@LxWF1(M!yG?^b#67DPi}pOC9HzQ+oQ;=(CwRX9^OP^R;m(
zmUz^w$%1oH$-$rtb=?O@Tu)6v;_?DQ^U)7Tn~bz-d&E>IQOid{q32!~SwgKsfjy_u
zkK(D;d`}wMMEjNAJ;CiOOkyDKYE!pXOsAi%dDR~3>pFT;F7Uu
zY~myy_dAO~TcJdj%<9F7%&YKWT4oK0v>gg8z?(bL%=
zDqMDSm8humQ^@n^X};nL7K`%i-ftA!!dovSQAChp()2P0&J29xYV2UFa)l<^Qedrl
z;wd}tpfa;m$If3;St}lt&FYW&aT{TC9Es1#A-*Zg6QeK7S*t-kIM($uJaEdZsuY&s
zPNlA%x$&NXQ*W$lC!P%IwTu*j@Dxo8CLRqZ
z=B{5;5pa`KSGp2Cr6V5n%$B
zqJK_%Vm>tWhge3wwbj+i_fP@!C-_{F*44;G_2*Qo21)g43e0lAH5iLnCm-@P?{kf{
zFn0K7^PWuM>DPdPZaw*?Yiw%6_OI(0&@FEIbW`m%ornIxCQRG*+G8RMrx6bN`3ggu
z)f1f*JeKDFR##%!_AqA^xb%5ePg?9L1hz=2-!f5ch1a-^``3}8q)9OR){#P_@ss%M
zI#RgT14tiktnYb($i1RYO2UZiIELq4XMqtP
z;A~eohX(6p3Z^hYTY(^&-s_?25`5AqZcN!OkLLHUV=?;rpFI2qs?Yk254*uSw0Z~9
z*JQos&??o}_cOuq)Hy?tF=jN4@F4#A9S}pqJ$Mt6mYWs=uog&lB~$lHAA*y3Wl@;3}?
zl4p^9|3fTKNWbj0Uwg#HNz$S{s|QL~q}7GI3zPnC`?`hbF)bvPa4ijo_&W*+;;=qL
zvJX}ToOrJunrt5-Nok(`A@xudcEgcM3KLHHBL0)N6zR8U1QDf>p#4VjCO*>B(wQB6
zk&pD8G~hD7;v9xt^!ikmiNdT90}${Co7FtU@IEstZvy1-3?@TH2r2
z^_4D3(mMW^uXI`pdz&AwDcz8w-s1VSB;Itxn*@1GFtDSx?@QteU+w5Cs4t&gTWTwf
zdy~IaTT0=jb)^*P_kMhgEIlE$jpfT^scXoaZwrCqG%6?uldMGRZDIxuT<#cmRF9rz
zJYpqWJ?^dLcVwwquQPB#B+iEEncM2>t&}&s@nGPtIe4(XEcSMfD)N{c?m>Or_$2Rm
zkF^Zh_m->f)U}VVyL}H=-L2O0+EpKSWKjYz;U1jRCAz|^rQZ~dtGU?WrA>hIE)G-f7d(=)CHx=
zaaCDdwh@O#d`mxy-1nRkeMXT7K(~C*H8m^&yE`(=;^O3$1&a0JjxGQ|6;_MI`>2G9
zK}7EFkbKIHF8ZHmq}djdf#cTa%{0*@_BQzPR$xKQ>Lvqvn)OZ)_UNV|Ld6ynR6caR
zR{+0u-pkiA0d;{`aqPq;Oz7|iceyHcI$Qs?${QP>;o_to@9t7v=wlx~h}OW28ojJb
zpPSu)gq^)B_f?8ep4`^ZYbpkOJd|;>$$G$qYgN6VjvILAWnOI};zPy&NlaiYjV{_P
zO${Q%;fl1dLLBcLyFC`L0(XVfkU&QpzI2&aE82LZd#c-VXg)@hVH^~p#L~+YC9@!p
zQqPLpMGPJXT_!{vG}B3km=Bn7_BfOfkU?VDmATU^o6XGDA8;)52LjhPxF+_%J)g~3blj0X~JU034z4ljk_T-~BlomtC<{sp*Fq97Fadl%rE0(|s8hJa)E
z#{Xcv_bfXK_8Q|rT|%{%=vkE9go+<+@yQBu&iD})S(5>m~iKHW||R`ShcX
z!IcWNRFvvQlwM$9MS*@*3tU*QT7iky2j-sRLITmh@{*r0a|Rk0c8L?(hAH!bGzac^
zXO-hu2idy5t)mU9#wq14j*IJR+2#t-U`U5-KZEWSlu^lKi-X7n+22);U&o2mAxhXD
zD84DQ$}>ihzc_{eA|>J&lu~)uF(vcQJ|^o~qNCI{+B$Ij<=?~-O7$>#i4{Q=7!>wb
zx>h4uziR*&{dLXIhYu^Ifihq5OrsOXwuEG$6mdE~?f#_&c!vT*8`d$EFkA|AMWHp8
zC8WL)jngfZu?j{C9MRHXTeo$f3qGMYiV>#g2aL=jFTH^t?;EwM4k`5Vk}LQ!IS&rZ
z-TXaCL6h}{>G%yC<7J|@ckND`t%X&Muc>C1u=IwYa_~4RXx>ikBV^TSk=hbgN}Le)
z%6OSQCx;kf@9f7OasmqbS)$T{;_#g|*<{Rogz@$XYSNy9aB(yHPRzTZMYn62ttSMF
za3oq!s+ri#nrOXBnk_X;G|<&lG@8mxUxyRVcjKxEFEfK#tW?Q7z|8Wlg1F4mJ_#V=
z%+f^=7UhMi5h(F-Wx;h8kS*CtlVyT&$)`jg(RVS!GRb|j}KVQEj_o)o}ZFo+&qdJ9#r@7U$78izon+dNhcW*A>Lc>%ou@DYE&r
zZ0H+{;T|g+B-t>~ARC4S%Z8`IW&bhwPYR~{l4O4mG{G8&CYacxL4X)<3Ok$_ZNVh(
zb+SVd%Z~n4&Yp@6(iTz(T_f5_S^)px52oO&=64&
z;q2iruLEp3ISb2Rh!G~RJ*cn<4LIjSp(3Oh*@bbqmj_kuPCV#eo-Gvtc-zih(
zz9c33x}0?j@;>K)V)M#?95%82i8x6$8Cxvnr?J46h>dMHhVrcNh;4v`-f0c#2N9U4bZ#|egs@N2c+5)r|OAPvyi$DOn;
zLP(DY`<2K5T!3ioMVrvP)OR~V?@4l=9#d)3Q(fJ!^)IO75R2vNI2l!3dO_y3K(mEJ
zleHK8I0gio!%CGMhrieVl)D#9)*nrU*L-x>jz_svsj#k-d7y%d|DBz{WNYdZmmBXR
z3WWyp7`xSXG=Z3~5
zFYO8oGx@@NiaZ2PFqy~R5g&-(fvW;2{*YMGFh^gImpq3I+9_Y?ZglouKcUTGFl-LV
z0F;T=N3O=i(XD(-c7WpHWs3{nJuyP9P~Uv?!`~p>rXCN+@G!GKac4tpJS|#@PN{Elh~fTtxs&!eejp~@WR-r
zvRHXtQG9rjA}8$0I%tv;iX4q9q%I%@Si<0NvMyf#LER@zg;#x`a6-+plz1iDLVV(I
z=bulk97d`u?gFH5+^kls^BQRD&_%4N
zi^-Y>b|X~Sa~v?DaOij89m(}618tEf7d7lSo}$rLZ;$Q9$d*|
zvdx!FnWbew7xbPIuf8A|Zx8(9swn)9@CI%S!h1ahxxHM)(3$T&s<~@r6N>Zb;8SMQP^5=tuIB;~3L!-AVBjTFY4|8}YEq
z1}EU04jYcjRVTnj7K0oNqy?r){*bHMTm)6dks#ZPD9mKVm0MK|#Kdz9W?NHFatRbQ
zV50Vu7?%~D3L?REv7&I0MG2l5<@_&UFPj*A?Vk*UWG%1(EYHdC7eA
zMxq5Y4QD}+r!7Dftgx$<$h&^^a?uU-sT=B3H`J$Ys81{UC=)uZ=0mit4`fU@++=M%
zmq=E|`x&&Xehj1-9D%IkKs}_485sUe#Mp)sUwabpRv~i5HV?iccgrvV-)$i^8;QK4@MDe=+%QUT
z!zg6?2azLDd=#pwO5}w^HO_
zNeSbTY9vx6B2|KZRZV3vo0&#^OAO3<98Cu{td7BzM**=qixnOlF9625200YcMh+#p
z6G{@uzkeX+_^<_x!XybQFAhak=y>7G!X$I_MLDYh6^}_USrKeqw~4j_r`>_k?!-8{
zqcP*U14gedpw%u2itkRS?}DFkT@XH^OE5IVv@SR;`Hq}5$cymXs|zd}G*{_`PdL(d
zfuv6BvK`|w!6Uwhk8Fcg3QPVnj2;S21CxQoD3X&&cnPH!;AudhE;+47s__MY(4|xd
z0dIML)Y7E@pmsS1P`i{=z@-BW$e|!5!P`ho;dXYJg~|b25gB1~cXoln*(o3+14w+2
z8Vfcm?3_lkJUYia?1B;v&mTE+GY~~HoWOYN9->1qr~D*AG&dZUX#&J@aRgI6O-6BT
zVVw{h?SYvdX~osL2J;w{CgwDu_#J`CIr1bYLcdeU83uI)o16t?_aVqkGU2?sPxj!MSEX>a+142|XIgw%OEY){?~BT0#X)%pC~FF93`oXz8o>
z9$x$E-A8YF|Cy{eX{iZN1e8*f18B^~2jt<`98iGY5dp{WJ1(FEvEu^52^9gs_%#O@
z@aq*|jy@!3ZAN#PGIs{J`mQm7oVzN()pwThP-OPynLyMDJsK}~!^D2n7Ey2867$@u
z21b2-aM(OC5d?`gpcylUv|H!ar>z@lIAjVXbG7L31WaoO`T`4qVrqQ?sGxZ@6iqn4
zpEAql+W_8&bbi&
zLL6AVnPF%aC7GcGnsZH5FWlxarT;mhhrer1k9rGH??Kc{ym|oPvl6ei;FFj&aUgIa
ze{dxK8m7BHgI?Yyx-qi@rn_g{s)?DwfLol0`wivnKg9SbOcH!|RD=^1E76ByZ0ZF1L1?vvi
z)t3;WuEq&9Aq0=S0kIGQxxY
zj?owS2j>ofwHZ8Z!zP3)xf|}`fj*Bo5e0G*B)&)9hUwadjfjZrfwyI)loBpjviSi1
z;f^LKdJ#&D&pBZh6m7YPX-Pms*C3iKsumNtC-GW|(oO6h?8G!6Vi7^aJ}`GdL!x+p
zbFP9p&=`7eByVdU7X_1_AbELP^SG$9Abw0kkHU6z4^e;vd&EVn#R+v59VRlFn_;*>
z3M4E@%#FkAStLFlCvU48*8{@xAik)S`(%Bh@mtOIB>Ptx$@*|xN)&?uN4gQIM*3iT
zCxb%$N6nJ`ErXL$76~$xxwJ&2uBI5gb4;XOQy?C%<%!4Ajr6Fhf1-d=Jq`7w?7zk!
z9`6LxLnstWiJM?mc{~l6+>sbC!^nK}R23?zu;(PvVeHmhShMk+Gfqs#tp~(h+}0}t
z2Jb%RsTXK2jt*>VvL069E)AO9&%@VxbxeT9NvqbtblON*UGNwzX6b1IbZQzzQ&zY+
z<54r}08P7LkBmBo8F_4YY1DB{$YaBA@?)vqO|fWWd~bwnaL;Z82gM-iR{3c8ik=#gfhP)`bFQpZ%DgAKgW{yFxW^(7mVy3OVpMyz)pnPpdv(htl}
zn}u9!MXoh3*bg+6R!Gv=>3nQs>8dny8XwR^YA5xZ##5U}nNt4q_IpjFPduf1&+!kM
zOS7bnDZD|j^ry7>SzfD!baTK^A25u5SZHn7LiqI$?FT3RNc4re%oj0X!c8cjYE#=#
zQu60t6)ch#^+nQfN;=M$_iZVSthN3b-2imhi@)1a>fm?!+4A;fP2y);N>>`cOi8BQ
znuUwlP18=!QgX*1gUQHgob(L;xs~*x9UHejHKKFz~gOO6Ji
zNMf4yS26HDWC}}E_cKvAg
z?;%ZK(r4H~-c$OsCQgyse}AU&&lC3Py(Db!eeMUlJw}?#q#MV1r#{jd$#~peGgkVP
zu^;%>IO&?S-q-$qUn$)ap1qCwOQWQi{`T4ZrMD#GM>jmNWuT64_Ca~o9&6%{*i`-&
zvj>}`;Y^C|%hLx+iPF_L`@VrF)N|bM=?5>im!}SsT1uyPaz0GzEPcI`e>Y6(
z6_ky`S!I8mUF+-mGg&j&`hn4fdcU-jhYXjdN?%0r*N01~QjaLR*9hrfo^`!0czS@J
zcZE9c?fjE}J6hW7H@t+P>I$zUznOp9bH_*
z)w9e%n9GUjlOvSMyC0<@p6#OaNg|KlvZqk#yS+hLJ8a-r#2!X3~`gZk}9`vd^(RI~dKxVYO<*thwa9B^aR8)thgd){(
zSO5@@5OGIPKITlg9z##JO%!(&HRPyY9TW+>xQkQ$^)zRZM$hD-2h;@Q;;tHXA_90^
zinKu**V=wDMXK#xYj-eEXY-ySi#`7Vkwp@HW6%Hiy#kTl^ax9&*&WedL>SlMn|i3%
zJ^@C8_{5&}BK4_a3h{e`GKj9j;Q#KJfwQ)d8g`ubmqc!y>MBSR;-@K
zr%=6k(R2w6t{IP=AvI*1_?Q{eV)ijVJ43q9KH@*VAhoDvDFfTH9#uOPa_0+D=UVT(
zzHb%qo-?Ic0msF+;CsIph_;P>$al|_f-UPQ#u
z0B4He~I79qw4t^!ZtGex$K
zn=Kt?Z9gIz6g?mqhq~oX#M09|xNANaNHlcDZ2eOxTsYscF%H&{+W5WGgycC!hSNBx
z5yy6~FsW4&{&}ht)X{`Ix~@R+>cwv$4`}MI32ElrAvy48TdJx_Bg
zD#zLSA_7EVFlV{XRzIRAf;_&7~Km_I^&pD!BoL7@|#2@*XcrnQR@;e^DAV4wVaC>^!ZP_PPk`2jI&a@FC;BE|4&vq9`$Mw|6q~SuFhFFQtAlbQpC?Ll0xeY
zaVJwVig;ZMLV8mDf^(aTcwdXuCc2k97xwzY53LI@bf2=pdM?Jl7q&z=jPcfm1r!~C
zo-H6|I^!~b*CK_~*;Zb~uKoPDMGB5-ze~r|1hOIMc$c&4()7U=Ik(KyLo1~Sx`g1q
zu**bFY3f3|n!KNP%#dQ58NUZ9*!((|(n%}cUH-xVw2l1#`1%g8s*dJw&h9ya0)oOt
zP?{)KR4k}~sHj9xRO}_T*rL%`BG?fWP!X?U9eb}yRIJAiDuONc-bB=wLgxM!vWSv^_k56V2;@@1k3t>z6duv_tWThA`3111E7(~XK{R{
z%}x7aLhX^?(&1ubTpBe>V!`Z45p_b65YfgTp=Q$|xkMeIG1GxcXWo!Hok3{3K`*8=
zH@g{d>Ut<%w7c{=a!z5IG@ZVruu^t|Ut5~54c$xLGgvLVnjjxD=KAlYo-AItdORhYL663)2*7bgW+?T+5IOF$YO)%NV6D>Hy(tsKX!SyulJ}rVgJyG{ne;vC-*t+sNGQe*6}btdcU5HL)A?
z2h!>k9;{OPnQWZh9+5^zuU)(8`b<{AuI<5s@)CBF?JQQ$t`S56sjF^5&P)Ak}-
z5T&+uJ3X1hLhULFGSNq~^LDB?mksguSPzJ(H%Bl##<`V
z8gHZ4^Vo8`1vv#}FG!=0^H^3mtAXnkA*4(nI
zTS*m=_1_@tw~{s=G}(N2L7Gup$#ntqvWr;*h(1Oww^GvutfJlav4H3!>$;UjEnx8t
zDtv>?*rHQ#VjI}?&F!s{0nIMX0y(*k#WDerEkt;FipU4oS6el6W><{!ZrNd2*h|Kx4Qk43MzT?CoNgXs#cwBDu5h-Uin|tATn$hb?NxL
z>`!`y40aO*1S^V_HsDXHw1`y=bSr2NR#?psrG%;yJek&Sg@;$d!h~5+tIE$uLgN^)
zVifXpEP3;^Xt8!piKZ`R4aW~eCF)M$wNfK*U}^1LKCunYL*;>L&aDqs_$rC
zr%+9DcJ5}B+Obdp+7x6#*+LFwUoKkzq}EQMHq8E7Y#KATu!reSTuSMBK7V$BwaA~LpPjzpsm@;}=`=glGCBfITwW;%|-b!2o8S*Ff
zSjpVj`eW*tm8`F1ef~Tu>pn+)u!?PDc5?<748+Hkv|ugsDZOLk_xkG>nvDZ1>B3s}
z%-?uMwEY22gtXVNg@asP>50Bv`JK|2tND1#1k2U&LsbQq^fJR+Xi;a`p#N>Z0GVyYgC_g}$4n
z=&f!784CN{u>hIXF=_&J-pm@NzJqFQ!HTiuCt97NqlwCg?p6@bx98G?eaNiy7<}zS!0bPbyFI}hMQLz_o*vgJD
zmoqdtjg?_8%V=5}hV{>-bS#bi!0MkS`)#Z`EBb^&wn0JhX*iTFgABNw*L$b|~cpZXm)ERBpXd1hREwq~@7DSzqkC;Iod$CkjnMcj{
zvIbs7VXO=v1IKbMq8r~{1Ht+smfd-Rf9?Mom(LSXs&LlMq#P
zzE(U%jo-)0NzTWG?D;Q3yqZkven?mqJLrVi2?_p1h;hj(B&-mLl}n}82Z7znG)g|m
zR2DXinjFGtJ5HsEhaea~99PhdV^iqFA#`KnOnP&OH7?V2ilrO#P;&wA_CgoDW}3TD
zX$lQUXB+K`M-_A-I*CeWFh8G)#)2+1NYZg~LU;-nLTd+HDTp+Nco}J62J>fc6KQb<
z)2yGRfUuNAN=Fjz
zHln_}=!IsUPqw7iSOU#B!aTh;qGX*wg@A2>wV^SfS1W+@#rN1`I&p-(vzs@qAY0}n
zI(d|NuxZJZa}>hC@JZyE$udg?wbaLa5E3ThxFQUaYqmB&o<3!=du-Gcx_Jx|#O$dk
zMo8{jN*wVl*3IE8p7q%$jivW+Blp`LLxEwf+uIh
z(wS`LR`GWM)YrZxv0qKehvAXpghNsjB(n@_uSjD+-y|x29246tmRcNVes&iMb~Bn?
zEKNSnI@;X^(>7!59~0=|aaP-|NOM5+-Vd2TJ|~!J{cJMEd&_vbcY>9#G!6a@U|bGz
zOKc=WfCIX9v3c+IIjkUSAGjDe$^5K`{0@$GcM$bD34z%$fl^O0R~EfQ{rx0cEZL`R
z6jXK>*Hg4#2dQmOvmkCaX`K#(G+%K5(OEXAWQSFdKLt@)lK$CWEqRVDV#Us{6oh+5
zE817xb%C|z#U8B{fGo|k8#!KKu5oYiEe7^;SDl3a(m%7cXZVbiKEW^^*N4u4womK%
z&T5xLgi*P?)FSYrLUBI?OG%4fddx);W1fkE7=OfIk$D!QFEYgzqei206zQfoIMEGE;^#am`@fT+#_wlw5OPxbQ^mdx4l5j6D%&O^Ko
zsh@7Jo{YU8N?mWW4gMX6a;uQ`QBcPwsvy!(2UQqh2ZRW46CJ#=5ZHGp`QKrN=Jp~w
zvV+L=TcPN8zXIG`2aD$%3JSX|z>#`k;w7E}@S(jl;|{pRUn|tzci0ui;uC1*eO8aP
zRVn*E`xy6bCeUF_+b^c=(zN-)APXZ`VY7MU5QUK|GfRw|9%o*myG5Bt9?@np*RPI6
zV(ik|=`mxGLyrM<=y!+?YYWUVkC6vrjecSFh{zE)(HvnCb?K>v7uW0B&t~v69V`^F
z$ANzB0IYc-N4$cd6=|Ekc^Rd9%Hy8%s-sc3l(0c<~t4O`3ACSMGyOurhQKUyX^1r()D&J&|xghdb*n|aJ
zW+CSL8MFg6_?wkt*@M)Mf3q;jW;)zG_Q?6O53T-(ePpW#s!JcS3NU(}pk_X1_hm*a
zXv0(RA^(;1{wa%M@0U~fGnUEf&7$JZahtLDEUNb$@B=d``8jyvvYE8;IpVJxY3K_U
z%H|nq+Y2_z)7=Q2zA85vko<$V{q!~Yc*4h`qsk;_UZ&}I
zQeU&GUcUd%_4)@r*HwU#>-0jp@tR#=jz7?rH|z{+97Yr0LVER>MwQ+{niw{fuDoMg
z%LF&obM5rebCsA6%&1~9YN1Jtdr|s(wyaLSCfJnq1lGmFSkNJ{p|Hm`2DAng?Q|%s
z=Pf@Ed8>V&S#$QSAJ{S$9ZIb~GS{N+Qv_L6OYo*)A6YsZHHZ8^u^>lREE@o4d+O!*
z&7pChSbnkMc<2bwex95Te_=kfDv!mpgj6b*&kj2FTfy;qw2oQeBMTLbIoskXWT)`$C7u3LIJ~DIX;qt&df{u5%#rQA9T%vV+=w94{4~vTNQ4G>d30v;Yh6Pd$Ti(;T
z6r9OG_i8c}*8}i_uf)?TTV9dfildXZyoFOLJjZ~~!U-b+f(X^JRMCz%E_!<=x@Yud
z_B7m%A2f`fC|e0X5-&^_MS&M_UtFF^P3(E7ht&u@<$GJbZ%#;<>-TM|Vxby)Ze;a_
zQ|scqwo|!SOQTBbfe%^>FPc}Jj|*NfL2m-~@KD$5iguIlWWfHbXCG=#XEO9hK&Y1I
zds2i0AL8Q|DNlLMN;
z&ZUeUtIpqyl_}DWm1CQO)%zv6BJr#-vi{TnOAMl7&ODHf^`$Up9$K_M)N`n=o-fUE
z=58h2#HT~EySb72Di@;AUT5x6e0`|7SK;VOm7nNuXI{PdFHpFP{`CgzeIN2R@LHbl
z`eIgc#fbd-k%Sz;_c_pP124n&_9df%d$H+#X^VjedA{w6jj^pjmw)H+7I}*4d5VOJ
zu)R5~^+DK950~y(4)xs>lKj8(?#-iE7haPc>P2ZTyj<}>xD*g=7484E7u|Q^rHYrY
z@EumEmuSBSl`F+PJnV4Y4dgZub8+-P`r!S_Q
zM%XFfLSU{fJWda%+|s+ZB1@%G^mGpm|foH~1f|KicDcrPI5@t(Bbi-)qr
zp7hm=S7FiRsfsuEEcFS`#1zOtVz-D3cG&g0Q7>&p2QjQOX^h`HuRE}3P)GZ77R=iJn
z74s93(hyY?`;o?%<8I8REG;O<2ePoP3(E89!jNW0c{Dq<3+*b8$%*Ph@5Fb-F68OU
zC$SM-Xq7K7&vLp@wl81b?#;L6qs&E}xsVl&0do+@NyIEC3>XVw?r#W;
z6M;bp3=@Iga43*)&mr{i3)rI=;&Ldx0&i+-5K)je14?!#`-;4O-{qY^A_BX#l_x+O
z|5E=R1v{zL7Pw-zAAK#Xm0dO0;<}J76^?+cF9D2M%|v;q&k3<+onBy3x?GWmuwOfo
zb0uEIu?Y0O5R68@Mh}ev^*gDpEAb{01G&tp%-a?1jl~e~MIGo_Wl(tywlWhMO3+sxl8a#E{c_Hlc>(Cim6&;Ett^t1|Q_gq_w
zsmd3z?e^s82h^$Aj@tV{u94bNq95PlS`z!jT;~E^VS!NCpe?nih6&yN3+=4Ne`7tO
zs8V$f&v|XAd3DTWbr%|5o%dzKThrz0Jc;GBqV6>S&uB$SH8A7xt>~Ee?%ax=*8uUq
z`h`0B^I&G@OmqCXzh^gRj9&sA&cg$HbDP(~9^WQQF3*MIjE2s1&mTfod1uP=M_Jvw
zQ&3G_C9ZyVP`yxZ!uZ#8PIy7BjEf<6LAZj=EG{YNsJTr9NPF=0vu+n4eA;U_2}tY1g&S`RpI%
zxoWpcZ0L{VUyJ(&WrI+mq?k-EMPw`c5nDcV(6;H4v7smsf;zK)b%m;c0~I#SPid@)e8ZA$~|^C0%R1FfwO&XU!EuGQzhaTOa242JP`mRA15
zXEAQo0KvcuNJ%rKuQ`o4by|Cx>j@*2_udKbuV7JuGaSi-4xE%8dpgDAQa#CKP_ho`y%KR6`ec*>Mp1$X7c
zlSjk${HxZ>7W@Rxec(I{F4%Ap&mQl&91iAX+4i>dcQ9|&Y%rLK1xKuwdQ$UOw#4~kHO5KL=86#Wze#%~=(vqCUk7u(R$5aj#44ZRKFRatBsD%+4(
zjf-kixMexe9E<5W5+sKDv3BH@K3i3TbuOjtFn`w3KObv#%%8D(Vw0x4{%p#bh32Dx
zwt(e2ArLMCWfAC%fO%SlPo3+?nmYj33k;2Q_$}Qa@3~%KZW|;oQBZ)52#Dz~RVd+C
zZILLT0>D-Piygo;0WbjYBCv2pBLMz}2sRq44Mgap4SsJygg8uq_PiE=t+mbtKmofU
zU_n~b!mum>tDw~=4BIYXCABhzVaov%m{s>VFiS#=?kcH0To!c~qb-Celc8uUP)Sn7
zjOdX9BlisWHQKxXZ@&!-Pv%)oZGJ=Anj)>(!k7$qBI#u#?(Hsr2W^WK*)yVpBa>lr
zV1Fc#{2Fu5e(g}DS(p(ywZ8bwbtnW7@dXxBT1-c#4_%LEpM|)BCgY`XTsafN83EY0
zEu8KK9nKBoY)rl%ThNxqd~^jB3IF|aTQ@ZNI(j9ZxPWUI>?jjjQp-?YkKJfViJ|;>
z$*89ocCkx0ufw5FKdU{Pa0lk{A^Drmk>K
zZ&_Gz?^DPmu`40uMK-4CVceH>Y)sq2xVLmwy%5IxO41do+nisLE|YCIH;JDJzKm(z
z>Gue}sl+8wl${zbeKOsTObOWDg!;7r=ltA+rnlhrJcFNL2)|uoGe4J>VvUs?#$z=?
z>23>B7P@C4gjQtcC
z`r}A;4`#b*JsRDbS9YpY4<#6536WA@SYe{hN-e>x=H7{%9
za2F$XGhRI^#ShE2wi{gH+xgoOfNw4>(65M*hk%PlF`^zD8KZ<*{uO`+93mxm0
zkAL1a({Wa4LL(`rS_DWFo^>3pvaGG5y-bD}ohg3M*4@%4{$;qyHbyrdNW{UGnD`mD
zs9js$jnxREEp2(_h}&T4K#iF3;VA*v5zY=1H-5z6JT)0?07wqgl5lt%1VKBc$J3;n
zF?Er0>wi<;2_o-y+}Yn15yJjKXiAdr*31x{2^kDvv>mve$?y^F1Ip^h#U{haKzb$C*Hfh0zQZKf2Y2;p!EMz-#tP7f}LGO
zKv19cRl3@VC&=s?^dW~UF;55YtAfc|E@?PjrIgNmc==7$F?3IFh@tBTos4f9h{!71
zqhEMR17Dq@3{z{9R~H`Uwh$;&AR(JyczoIzqkZ0&V!QAk*pnbS)&=5YMlE{Og?HgY
zKYymsuG~<=1)5-VtfDWrO~Tin_DK$}S8E-N%rpPdUjH|#MDJ=ZtpN3_&i)UzA+uQf#<1}rrJwJQC2Iequ7d`3*ged!rs{P0#S?!uM{zvX-uQ-XN
zJ8UI#bt^|Zf8?S5ou7(rjkxhsT-fdk^j%uRqQ$y~O1>XwV`7y>cq6ep_YR&~3GFe)
zPSdJi1jE>S^~?9y&Kg`W3m=7V5&5G;^iJ!2{_H8=G_?=+=@XB1
z`hFMY$KlC6&P@xumKAm#GZCQRIYpGQM21klvSFrkee@d)c^Ly|;hY)_Z$iFT7Q}ZiS~~
zM=lNR$Lq7(ZnUu<53GKwqA0dUT4Zu8{Fn8}K*Q^qv%;zb?ZS(kxUy|FW=MZR4*j`T
z(IIf2g>(Htiy{7{D9w_0PXh@&M=*)KYYM0JHb&55!$#Ed|U#BgIEp}y5*#(H5X1-0f$7E<$UhlaUoh7(|`Mp=u*#y&A
zhp8*Ym>QKQDkc8RAA7WY{>AkFzA0O-9FXMb0IJ_yDqqGCNd!-F*li73ej+%I+1R~e
zh%k2drKbaV9ahd+^%=y+OU(2@P|T0+7ym;r+dpxOLGi{+av97`Zq{XGyr*J{2@p6F
zp5j5kY@9H?^j516;a8Znos?mGi{IE10;Rud_cPE@qoJMtDK3bfGXpAr1EgoDcZcyn
zE^Q&Vk$j!BnbJq{!}ysL&1W_VvlZpM*VgU(44u$B6xC9PJl96<|14M@Ab}RhPk`X_
zWHE>gLJ1=B{ko6Z#_)!vZ@XY{MZ4?aRL>h9k+5wuFBbc1R)n)i{)O>x!-$02Dc
zHisrdBPa1vgFhT5c}FCiVUX=QxzOw}-22BSNN5#PE0LasY}oa~c$1?z!07u7msP*4(|$mUI_eM#J}WW!vsR39{(c63bDIvt^pNqh=B
zlT7hb_z#AjPYT7)4@Vock%#H#6fmlbS@d-Z*3F1R6gHKY^?&{uoJweazG^KuioS;o
z&Jz5^J}gIPVauP1qB^FU4|DeXK?|nx>g-HO%9;xN+Iqli6r5y0v&&!h6<9y;t}+^MK7iSRXcqm$7Jj?m2|wx
z%FB5-#)=qz{+>8^s9rN;sv_eXj~3zfkul(-EL&084&2%4EfcIon}6!FF!w!?rCg9{
zM>20--Uksv@)P2OkYF9AsW5f`qDv?TE2YVh#>jIzKf>G-=)rWT(?>~EKLv7SxAzpC
z!h?O^0ReQ$A__7cES#wo9)Q<9z@kgE
z(#T7dDjfSQ&zO01#>neP^N7!cHtNuOsx*@a+BO9R=mQw^g@(-Jt!#63{K1Gm_)M8I
zc^x}*(
z&thJA*oAe%%eZ;8VKz3#d%)-QS=jnX{V%UE!p-1&{FUszh)`FW||DM
z-{bZG_KLnAC}KX2vG9!T%lTOJ(ll~ez;D@Z#~|t@ZF);z7I0VFSpcNOB4^!q1X%!Hmm7PboS8`vM)q-KA?1y>)KRayjV=|n{CD&EFe3OCyBW@n*4WD$>QKX0X
z*8`dXbY6>@QE0~^6c_OEr1XAD6IVeBc6&;Ht>P8y4m64b)7X1fG2RerweV!+jwmhJ
z%nd+>;&*YR>4
z?F$mf2p4`ZHbLKvoCjW_}{x7g-7X?+DMBDy^JePil9{&ar}0god{8Zmq}-a|`QEP&aOa
zZm#6h9~st%#*PCVhT=`*X#1x>suy;^WQQ%iOvQHd+HBYrYP6fjGVKx_+Kp|F;}yEH
zn^$&RcL^n>Kn0l+vk;s5%jBS9TQKAj1*!bFYsstJN@uoM?~Yrz!3#|uL#6k?wqW!n
zs<($nvriXj^Bx}N>2u{<>LlU(&5|LzRdS|Qd^9=k1)EB^NLBaZ{P^H<+O`)0$b{we
zdM~fU=3F56eS8jke~!}jL3MTM99`JQ?|7BR9t2wErg%9id_Sg5{ELq+ZDtKu&(hib
z;O^Vc(%bz!u2tpVFj!^a<|tXOAN7Lkh?WSAza1il<{3Uu4laZsX%!6*xCdA2BIU<3
z;0gxBiQ}D=7;qhM$&3R$$nAH;AVXt)<#a&?A&r;}bI*{|L5L%1XQ}Q%?p3S}k_ifq
z8&16rVkm52Lfs@QF#t~-nV>@a0czl{#YZ=)38y+CcA0eKARo<+wxQrdybWt|lx7@4
zRd@api)l7`8snVX&_X)KkQYbj?jc@2EO4p5!;MJ3DpFh$56@K7$;e92mxUELy4ILM
zkP;rFa-EkhK#Tx)#m+d_-DDVbn!?k0IonXc^{oDr@8U~1Tw)70e%Z^gD>)7
zQgU#hBBY<5hz-TnK}ag%4=l;D>BKSUHx2u#W)=@Fu0c%;?yavg@*s6w7N07yAAcr(
z9E)}RRH}QNSF2GpRnVf?Wr4Lx*u@K9ASOetOtewT75lIF*aKEEc%};k?0l5w9OwI4
z=OfhS1dI?8j?&E&Vl#S#q?0&`ZZ?yuoaBMQf&GAa^|aN43hhRH0fRg`5q>bVy@L>6
zswUP&ppd>!JUk3VAnD#db0JzijKBSz2
zRlubzYIcf;Gs>cwr+8D=Ba1Gc!v48l7P*{8JkO$zr@{J;AEPCw!OgDVitlOI9uj2V
zzmR_9G3xafzE5V-M)5r>lb-#B1G`@`sq7h0dACfp;TgV4V)c&D{j)%W4~MDxIZS`n
zVfy79GA=$$JH+>(!}Q`DDyn{%0?wnN28U_zc}PcZGw9%X#9z;#PvW~`2DQ9^?|11m
z^#Uq7mrnaHprVX)_1XnkFxqd&G^X2N+rF>D)994C{%ztJ6Wp;{j)ydf^
z+8(nKr4zPn26xdJga8W)HW{AnpuJc5p%MXz&RL0?!c)fLp)JoHH0>I9FKM+y6!u+D
z`*ORw`x@`bTBfGywb*i38r;_S$3^=S@Ill*N~{?8V?
zTA_pg+kzV_=yWcMPhUZgb0Hvju282v<&spU%yN!%wP%qjyY68?91?w>2(F5*u;sM&
z86W1}wF$ONNg1FjXz7oO-Gtb52xY;r#%hh{oJnl_GOGOo2vB($CB48N@z@f&{{p(t
zMvbY)OYZ8}5jV4Pvh@Q35PzE`)cK{*H8rByFL`PES0RY)i&&H4`C@g?OFoz}w-x03
z25I`Opk8mV5bW7PiEn`O)3?ykH$cI@TjOuL}b9Fdt+J)YMb~u!9sd
zB?+SSg|OI%oyV)M|%HRyn_l)MG;^;3IF%Du+CgeNCQIyb0!p@fl1IhHbwF7qWJt^
zb4*Sbd=+lNYZ#X1j?r!g)5T9bpwv>R<-knRtQ?YVV|H|FP;FK)VdLV;VuC3!4+a-u
zv+1WiY>KM|)1*A!-0fDXjw)i|D@-ZJQt7_P_D3q^=V2^|rBc0oUZr+Zkvt`73|go^
z=~klP1MaB7()C#EtUJ_#{OlEkKc$1zdHLK=acD3YYB967rMueM8uQP}kJK;j!
zFz9e!V5o*Kpjs*x>kO?6pcs5~Tu4b9g+Hm3*ff)2PZB*>WPj^J6;Vra
z4e~7_|IA#IXl4=F!@8ybey&d2i^#pKPgTIjg6iaIEe~V=L{YM}T-9w)6qI8rLmkCC
zb&=v#BHZzLU^3iKq`$0XAGRxjURldt#pWgGtF4ylOQmh(3rtH;pWDc?#2!pm-xif|
zUD0I{RkD?vv&-Z0zLV_4>Q_;x*vf;rfN5cE}MaN}>_
za2>qa4DRv`+*=1P7^ONIm5Rag$AOoR+8db(gnFl0r_Nc+)~r
zfAW-N*}V~LZiOG*goEbFaWH<+T)FQcn&cz9GTTA4#7FjGPX?+7eB^)dG}i!H<0}th
z3;R>?3UXuCsXs+kke9RF{pe){c{6k9udb*lSCpiDHM^4BOR|675AA8Jw`WNowRRPG
zO%Y-Kcg&a+%A7q(+Au1%B^2w#9{A1aX1yF6<*L+jXo_i*XeSzqq
zX8$Fh=G2rgx;N^o520Y^zI_FuAx6}py|#39yp3juE3CRuxWp293X$4^
zynNLySgs(mzg|&jBe^M?_DY@7Nd6*856Qa;-pX1SDo>Rjs0c4q*wd!8uem(dZA4R4
zkaF-G23P2aLRuL|SAv$jTT_Y*M;V5u>g;fNwZuk*Qa}s2Dr*)>eOkyhm{X`aw}rfm
zv&;u-i`Mc5&ZY&DXFJUAkU%x4o&2-peG12omi+>jFNY-YN|Vm!b=GqG1|4oM$FQOG
zsD1}I(qFqN6z2EDNfQ)aev!BY_C0a_bs%UDaA1gz*n5}^uj|sz4su0yqAuO;AbYY+
zb?Hk7Iib8b2i3VW%J8wQlh3sx$eueG=!oqHt4nJ;%3;+K%qjPX+NwhJRZ!V+ZPB%S
zFulm+U-#se)P?2L0CMRhw_wczs81(3s?6&;Vp4J=jr;GRNx~*Z5Cl#{uGgWzI?3l-
zH>?1Tnv7x~r1lYE<1MuR5c&^Bs_!4fF%b3{4vG3@C-YVciVZ*o!hOArtd@7J_tmDS
zo#omrsW!n}*-&MuCC&1JG+5BP2^e}OWP%DKbnMV3UZ&n%WIyIwn`U;AOR;*FX+sxz
zvF$~1+$O|}$+ao6t6ZKns7=3hmFw9KMud)5rEAm9t{B_%wQzJR``OwSMC_|Y&fO3(
zq85d8lWW?->d;(N$67SD8<4}M7On3lHEY6O+;;hxsZQxF
zAD5*JwM~E7R+09rKmH;oNNi@NdT+2CCP{m!!msjl|F<5fAVC*h&FjfP5RS=k+YA;f
zvl$$(gR?y7-ml;}Tg}k}buK4l)!_)43=2J|_)yt}#d}bNp>lN=<)L;ODmz19PuFcb
zbgB`D-WEjus<|Dcq!F0ZH*U0Jgj|>HcT;mm$n_;Q$(4LZ%C&q92L=8M{dSC5q!Q!m
zzaQAQ1m&0v)m&-pNV%qeUa9}tkB4UPfBSK|l->`vs}#K&Dd*NYZVjBic^ETS8AJL6
zU!e1IW}#aAXj=~=&fZK?nDErSR6Is@XX9MRFGluv3wObkmd-WgI_bLjo6&H}jxAwL
z7mA6I>$!e3aI3Jy_c2Ao#bM-c;<*v5Tc!6fHO@>xxz;H8QjLFcz
znNyUbQkr==)6~)OO50~>uHL|<&QxoR+_9>M6Z#*I(>u$=Jkt1Xonpg{2d}+A{}XkC
zB=|eoMcZ*>MRwX<(59NZ3bm>HE*dvhj+guFDu|BXStxqsPO3UiuEN@spw8pu2CPI0
zf)=a{rHzwYvRC`*%Q(4{?P0V73S!zthh!k->*?!16dN4^YXTPE-6a!{ZgLPDLvfSUP8bG;2
zTP1%+?}VtT_1j6)C(9vD9dRTUasIK;mtap1HREX;^~PkGOAa;CFg8FqwCugM{danr
zAeY6Z#P5W>&`h!`O@>K2_T1IBZOX@UrvBq(U)IK&Iwy+$T3h;?D0{H0Md)lIP<}-b
zvQC2Rw^|KKlBX&xS5l8om#0gtmzCOPh8&|XElnC-=T=@xSw;s}Dk}LZj
zekcyG%ziqK5k}f*$O1?|<$ABZ0Yoc)23mdDx!CcyW&_HX^VR1h_mgaoyb}Om>4-Pf
zW0BmTk}WO?XhRnlLV{QGbR^J+;@K;4lyz70m`8^f$(JM}Em$m%mS(EOm&kFFl%mdD
zDj$*H?yBu_xrdZYTbIipq-1r&3b~XlB~tntNK=Wb-&%Q;BqgY8*2!hL6i>%C%9o{h
zb;%}qjVw)|MqA{`Qk;5Z3-Cc2uNL1Xk1r-)99e)&uYN0pOn?7I`}WIK-P6zN4TF2)
zN>9N67kw+?6#uLVZri!OZ#ytvDe^F}Uh`bwaMs#vi7tCqbq4
z57W?-m`=CDs_~?}T9*2${%2)pN$N*o=j82p!29Dl`A__;J1@7B`luhz%c~SNva7n}
zsyx`b-1`~Kypa)y!pUv*DSYr921S2cs(e>oZrf_BWx77Y!ObGshu+?mOIKR(2j=Wk
z`$BUzq4oDU8-rLeXB%6ob??bnia5MX{8rlwEg?cJ^H_#5`{pY3;uC>!ZC0wip331e
zQ5Clhhxrl`M&+B&g+zDruZ052ed?N(J8$L-po~
zKsrG@($)Z?9qK~f_KIt<=s0~qwWZ!_6MLnY+#X)w
zp!8td#?w0orEdAL<3-JdSolCQ;5!TNJRXj+l`<@7JPmPFzOdkNG`NIviS-|=hL%)X
zNX%^v8J(1J?r%qn0SJj12)u~**2NEFNSyfk&6`d;DSqtF(Uj+;)MlecQw?V{MjB1)
zoRtJNVU)R%Ka8T@2Efn7s8FYA
z>m<0+|4A9W2q;y-g}QqwT_pqU_EIWK2KAnoVlP=w#R-Pi!byGWt^CHMlIqXpl)1%#
zF9kRi4~+`Y?;gZ*O&e)NRjVsiS@oXOrMl9)u3s0?@DJJ$3AoT)v9NU^#hoANqS
zCz>_7hr64TzWSO+&#No#S$=o5X${3&vL5>-&!ja|=of$G1#8)jeyoYPi0P`7Vkxw|V=gJoQ-}Tt>Hj
z)=5WFnDKQmQ+Z(S{0MK`+DD$A~Y=A+z(i(#j_@U6C9C-D8Q1&2J42t$Lk3KX|y0f;e
zsbh%JxP*g4}}B9G=bQkt{lEpdxnadB;_ckjPLxwxg^A*DSL`(GAv@vLr7
zsx5hzN6i{5aL3Y;);3mx9J5-8&YQINPtlIUZ}ZgWjg=8aSy(9j)Iwq6!;r!OeI<>&UWepB%k~Qe`24|`8SF)g|$>7ZCVPj%ac4>)KaO){%%A^S}H4e
z(?*O!pTh&em`J6rcw=I;evn%65!#Th1pJyt-Vh{iHdizb~ffg7`KV~B`WFm
zW8aHT=o{XzzpMU9$}>rBw9!&si5?pYRTqU1v*=qxrqNTC2J985T~n2Xvcm>*2Cw4l
z3#Ip7PZOsprQ962pp)^gx*!LuGK(PhkN-#7|ypwc?2HrP7Ub+=$
zW`Qj&Uj2npTOKUtd*m!lBN(dIDeCzaWv6(YeM2uu!3FNe)ODfKz}^c6H5PMiccRq`
zl>@Bx0qVU-ajlcNFHhV*G=}8np-=F4^f%h8Tk)S3sxwlZA#w}WBmQ
zBmTwX2{i1y-|jWOghz?#hg%oqfMdns52{+LUA
zwc_t|A2Feagl$&3_ydcwC-lQ=rHbRF9CN=qfdQHf%X27xwc^D>p3o{}W4Rh#Tn$;Y
zmqyLkC{?TGf%W3}Q|v;ZiXJ0=lJWmN)Zai#T?=+kAFi?*En9;Eu0E!-Ym^b?`vL8-
zPQcm`fe4{r760O4gK%7^Zc%lU$JB2v#Mx%=X!csH@1<|k>9xufkA1hqkS298kCeM6
z25gsD^-PB5k7(FBXn)E)qLg(?g|4;V;$lJ&T!~d
z8opjR$;SOd4K_gR8Tv>d)D(TQ1Y@V&%4YOB-5dA)paK4eqBkgwSk6P*wLvKx{9Kf(
zZ_UJjLwX&mT{n~w7zQi+X9sAD_OHIk%=
zwxop2_=oyzRI0|c#;0x_20e(ap!}31$F~@}WThHnz$B8a@cG6ePO-;#c(zg+KjsS-
z9%alBSNw>7!eHyW-4Sk_<$^JViP{*?roCI0%1%daB6CXY#_*I~0=Z0vSGUx6TNP)y{=@6~P@cvQOqS%B
zb{L*h_z(s+hpvgcD?C8OH<-gq9B1iOL!*6-LU$_OMN`bVqp#C1JC)LLm9B|u!d3!@
zMdDV0Ut<*QBJR4NTg{ME97?pY^etl0m2Z6;DDoM1eX9U?W-{D_hmZ&pEVKej=(Q{p
zgb-5?{5bRiFk63ReY{}U-|{&K1T`7fAR~Hl?V4J0m%?Q>>w;QpuMz{z+j({7KBb<-
z?w+OW{n$QCI!nF>uzhHR)iU=VXu!pRlgZ$JmPQ?bByA0g*#pWfHu0?Le^8mkq*3bj
zbmfC&JNPfuAXs1NQ?&Ciq`Xrn>EU4|+&1U5C1T-8s(VE7_ULpHNA{(0#+_PV8i^}-
z?{NYP%hZ!J@`&=3g&n7#jw&uJ-~^353i&7%HkwD37OdkP`gl}n#yo*PnMyD#e}~3r
z;``}sIxN0lwxq9_5Pz!QrjTP`CJwjhmt%@Iv%0O$IHs(Y>>p)=5N&|hFkd@H!P$sw
zdyINyE3Qs8GSN=`Z7H$0hpgzwl;sjLskGsu
za?Y>}hUJBWjo>9*3q_Gcv2b1sOY@Y_oHj>E*@S~N?3dSt;;(;6`j
zmGqUyp@iZus?1hG@MBqM8k!-&_!0l~QhlNzwmj=hhi^kt%4>sO;1Et{LAy3vD*n3-
z<=s|(t5*cl8eE6H3{Q@MMz$jkRl&`1`xEbYqZeu6#xQ{OyXIHM!7wX1ECaD~*U*|f
z*k|+`L{IL3wJh399(S=LDmIid?_y{>?xUQ$pw>3~$o8Hxmo;ofEAJ^g%f|l!8r>#|
z>nI5@zzR3P?%=jr=sf{B|EE7F=DyOHdHq4^eWfyMkf=VmuY8r5T|7N_2u7J4NB#d+
zda+7zl=Zg~Cf}cko#dpy6%W<#A7z%rYR0MuA1S{}ENMIq(v*J12#%x0zWQ+_UDcGj
z-Lhwkbqz!agXrd@mjUv4dS$~Kj^feA}k)bPtMYwnjr`EoY~rKd`3!l
zzh^rjvSt53Kj#1o-B;7}95itMD$2!ov4yKdeIK;rP08hnQq}%uJAGKi)&2Slsr3^j
z&>?mXs?x3FJH~5!deDL=N`g-cs6t-|CW}D97R>x$kGPyWcOC`jDt`51ME{Js$)Q%X
znUK5m*YLjEwL@BTD=5oRkQ($BjhoQ&T&0vp#U{X#*AaOZrw0X24#uGTOAF`%%CA&J
zjDvprvg1lEv^yFP&kJxY{sXSqJ0$6+`M8xlSE4I+if{4RbM@8;$yW1iN?o5SO*$4`
z0hn0QtPs%J_r`lh%VFHAMIdAm5OtaM{&GvYYY1pn!_l+~_#^5wdwLisaybe3p>TTn
z6xg+PzPXWEvkEm*`tg4^a?l)0BiriZt)EG2|Ad+wd19HR@(cttC-_*_dJe>&q6igk
zDpvSjHRuZ``3i!n4cSyoPy;b;rGldF?U8yZ5CE@7T
z@T6-FN$|3YtA)=XldSc`XTN?+T)ZR`~ETi
zx;P&45VdNH`(VvE40|#ywQn9?r#KcG|4z!mop6&D7Y7IwA4{^714t_6&dFs0YqKH}
zV$GK^AZ{OBq_+|8K4P=*Ev^Vm!x3Q~jFkvE>;{`|gLfkYk!1(xnVKbIbdvGHDB$%h
z@U4JyMk#@XRwzC(r=;t@!Zf|GN
z;x~#%Y2P4ys_$XPYBJm-v?KYN*s0qG37u(ewsA2Pd8-V!o+$7!*+@UVQ`~9MTctwD
zuxWsZw~~zWT?KK(wx{!Nv54KDPS4&d<%*x4F5>mQpw>HxJl`qR9W!)RQE*rAmzmW4
zozl8wx2gXwX-+#j@D3%tPd1lyKlyt}F@aR{y;9b{&qB+FeYCx0vmONq99S4bnj@e!
z834wyTWN}LctS|ih1Bi6vaIMj(ZLjDJuUd47(7Sg>wj#PdjqVU8bGx_D1X_m1^Mf=
zyksufe#9=}ONwZe54HTLtYL?`)60(#s$y4@>nDhp*H%&IPfC(g+f}e19gR`hqc3Pi
z`o3fEF7>HS?9mE!UvLbVuN{$q*&@9kdZn;mL5jINS!y!a9t&uKh9#H6oqnhHAh0
z6w-Z5Bm;pAC{jMnhkcWYM;JyZ+Djb$#wyxAi^z{=eVn@p$j`{=DAr&-rtGuG8nf
zHb6=nF+C%eY<_u6^{iz~?>}8#Sj$Od&}^qU6Oz^4wT(x|d_Kj_ww#}%79E&)u_~{n
zui1`T2S&_z(sBNvkMh-V?fU4gYE)h0D_jHA+jWhTy7a$IroH|7Pd?El+E`|O@?eL}
zLNA%_QXToK=7NXJ2-V5rqGeXB8fG=_-EYY`j#vEfCr9|whx0$)6Ip?}P7-#6FG*N(
z9N|lrYzL6lwCU<)t1&xzhpTU`#);AGbOssNzROz>WwvQ{bkOnoH2#F60M(zcv_8>rLpT7HP%&U)cCENP$Y8w@EYr$ek6q$>@0C^mliR@j^
zu$I(VM?nku9Q~#ZHP#V7%3sJ{FCKC>)V3*B>egAgpt`R
zV5ObT_xJkni8A)pn_w$`_~1?nSeuD2Ju_ex;*&|-KcsiS>Wae`{Q_3`X#p!7hsoeX
zGU$!N`DX>JXV9l&|C8UFyh(icMfmm%SgZMI$aH=_^C+_Qx_}jnoQ~XyRJ&*N+7C{W$EX=d`z;9`yPD#h;x#{U_Dt3&`BB1J)vB1TqVG
zna$`!`TX2%-vq3_`vTVEdjnQSK3w-IQih}>#mH{IN^c%S
zZu|osiA4Mp_;W`k1d@PEL5BTF27l3o;6CJ0Aj#gN5Kj;9cN+qf*zeNzKD}zK-+D6szhUS>q%(5C>DAV>6t4HcEMx``
z1)2?TBncdZxX!A!V$ZI%@&?sf{XhduJdcIvd@2FPft`@}3u~<~Bo;Y*0fmDDkT@h2
z3BV2UqZ~vzhNPhH10%t&z(jBmG7?Ebl94oI6yiY)WCHRDz8PR9G8{=jMj$`Hmm(h`
z>yTn(EPOgriQZv&t>wR+KTDC(8b$Zl(rKBrY-ynTd?o@h89+kY{x~=yyNy
zvys=3bCEZZOOQDTK7Kp1Gl^X85Y|KBEy#Qw4`%d#gN*D|!J)A5(<@ty1Gk|roU(N|u|96)Lj(f4WHpK=*zD*i*1!Ej_;4iK}7UNkUx-W+bW8yx*x
zxKVJgBQK6({3Y@%vJ@#rmLu!5z6#ueEWME@`2gvSWFy@Wg=|KukXMjp
z$S;U-7ypC+9E~KPw+6jnH1ZAlT%-ay14%@hAk7eupFb^dIs#sd4E&IUt68}=(@h#h
z7imvCa}@=BM5Ty-s8Mv0sl+qZ)mpbAbC77b2Q-Q<@+$GKkl)v`bZ_ENzjwW(NJQi)
z#zzk_7k)v&xkxYM5b|0Tr`-Qi%BpLv6*Z?!=RYaKnK*VL!KX+7$)>RXE15!B<30X5
ztA|-*qmr*0txQ2Kg8X!~a6^_!<5l{N|w-
z!CykWmNc&re~ZR^0j>hKB7Px*5;O+m|C<=hTMDly{^PZg!s;1pJy?NrXxVzC$xYN4
zYz^Lk3}*Nqxx3DK;odrHQ8v8;juO1D&YFrmj9mIaomGk7><1kbU8D{^a4*WwlbIx7
zCmaNWas>{p$*dRlV)z9bMHji0xO#{=F{REbA%4|V2Spc2Bp!kNYV3u?7i$z<#Jwh
zS&g5d$8zheUHq$)m(k16m!bRL!r^Qp5qWji>tJ8-TmEPHmGXbfaa_&+s$Tvmt0CB&
z1b2W-sYE|)tx22A|2$uvQ)k_VJc_;jBX!o9q)j2sJn}k&!uO;9NV@y5{RQ_SX=>5$
znZfaYJ&C4Ju>AA%$8cOu=Fw#K3i1DYp|JXetfJtF$d}Z13jfUhzm@+a-AO+F|3M*A
zsbD5S{7)-7A*4KiXu|p#Hlzo+Al9!;XkNj1ecvFb(f?m}aYzRLqx4dt4a~Wrvl;)P
zv;RAB68`Hn|A~)XuK!;Y9?T?&|7k@}{}*{m9`*C{*N+7CPz+7fP(^}i8nXQh&i`L`
z|G&uWq`ag;Pje`L#5!^gi_i-iMHkscJW9rY;kJP%8H-A{ex1gjCL-
zLQQ7XYeBHUQ2dh&g_F#KB9#edEEue0Lj?!@MxNZ;{*yAewO&ht3H}vIMP`xa4l3em
zAnjERaKXwu`Refxl0j^!&`tExbN}E%au(PA;AW(R0+wkM+i2pK(84%m0P;F%rh%^^
zh1jOzvk&fl;{PDN%}-45G<_us>x-ym+E&jluAP@YDA1esTl6WeqxqQ9+e
z6G$t3LurCO%eAkhlYE80cRuHTQKXRi4iXP$xEfs&gvKKmaQU6jrTJ4QWH0eFeEVVx
z@<)h^9>gH;AmcBF_Ow6LEtL!A}A
zkvkgjpGX|K;2Gcy#Ms25q)~K{cZsWiQr^!T|F`hxNhBFj$oI(GNTXkvJQ}YCmmo8d
zwa7}1`^jWA`gG(6WUt0Af2D%IbEA5gMeGm$S0{Q$LkV()!zMfwj^bx;N@p|^4pWsFC1Eo;(=J;K}<`t1qNEVXTgWp@+&3+A$JY*3v
zmHiqycUabfahCNM@+7i~AIy1XHY`_SyGh%h1s_6|YpI`RvGy6SaVEH~*GkLEc;B-A
zLS}woSwC#DtXn_f=Re3f$hDg-YbSUZG1NQng|$+1^UXwc_$)J{=`CZj#@up8_5+EN
z?z{Ew+a^r9U!@H+uUxTZAUm;Fj2dLV7_C~2F#D)qE-^c(FZ`I{@s}w+nOD-)*@svvJ6T7g*p=4YVDO~w-s4ensGfN2i)7Q@4fv~
z?v;F2%$jPt&G~cPo)xpFnSHyOlgC?D={U9Vb+dzOoci%~v#&d6ylV4?+1{Nue#O8y
z%$6R1X;Z^Ei{GE6Osldy{BwtFuosvM#`6yQBiQ}U{;C15s~(gq$(Y-{+9^yyXBptgol0*(YLz-%ye
zMimd2s0cWhcs{s9?BHfFWhMnA;0JC4)4^Wt@dJm0o>^5^CYTEPI*<=oNq#9$R#~%d
zGK@-aaz}nwlRc-(TGf%7&!q)m_Pi=9p%WSAw$x~E-9}MQJ
zDl0CNih&D>r!S;uz!ESOzVK-(Fpm76sj?Pf2$sLJwhzJeOR!&qNQf$vsX2h-`QW%R(+jCC=N*HB|{&=hbvJwdzz
z%pzW~lAa)*`91|-OAmn+VCDxDcpU|-CO_s^@yGN8bE*s+308s=B)+D~Z>3#NM(e7q
zVhCRe6={wGmgk2-~lkxj}psaQvwbGE9OxU
z==lc~0t-P8hf~RX3IL1w`T8h9enFoH#yv}g!Tjf_D2G=um;si7If5@xAXr&IfndtZ
z)m9vbUpklu`qN*jwkD%^_z*-PnEQIQRSH&sMqBtdXen3>`VxpQAt9IwP6o@CR$GgO
zf0qJ4-*PJ4jtYalz_=CF)<`gYB|QS>zF%#XfcbnJ;BY&R|I82R0glr`Fb6E=YXn7L
z_PT0o7wB7GZ3V!T5?aV{oVlUe$^`Q_(gR@bCJF{izyUXrZZi!43%{(k5)!HC*YpUO
zvYQ5s#vhzT+_$INTAAp_;Ttw3a@^;BOV@JTmz9$MM;~8NSp?>TyTB5@z><$WrGhR6
z3xA+upywwl)|rYO05fO+m`mJqh>C#ehw%doe`lL6_Ut2+$GYOHq{sazB`Bp}?ok}U
z)IY1Oq%LIeSGAQ6mVh~6?lC4Gm{LWBz)G-!3@d7A`564_=z6}RPzlZ=p5Ca&DhKn!
zYOIu-8H&y|Rvwt|tFaRCi|bOu1|^gVlwvTuYmK!F2VYW+HRKjr1ZIJ$-D@m^6)&X+
zU$+qKS!1n%_p#Y{5G!3upBig3n44TP4a_NE3OF202S2AQ=7JT&h?8+@DqB3k
zV)m(*!KbkCIj$$=u+MlTn0+z%-bMp2VT0-fl-v3T4A0tjFDFcla}1=(3U98Afrv3i|G
z+>erulK*&(l>?T6i$LEK6b!~qXY(qU4hF!?8T3SN{AQ97=$lnzWrHbmDHu$Ds>Ui2
z`-e4FC78RW#`5)nUq{QqijDLXn7^4J1pO5#Q>anyCpFd*sUcVndbTj;chFVf0ZF*M
z#)?m-B|De{U_2EZm~xc4(2tD40bn*Cj>?qyu^MY3m|Mf70(}80oI=51
z5}0n$VlcB&z{&$lJnSh1E5K5TH)a>!8GZ_gV9(zf)GV4Uc3^63z$ySMo8kx-H^Z?%
z88&CLBAD9}Kf(BbwGgam!@g3mvI9FFg=gPFOzMY<7hEh0#@G6RzCdW
z*b}@E%m&LO{T)>3EbJ3#$au=hW>@7v@?ndwe*%irKVlW#l0~01vu@~tX
zF!v?4X^J11OFXlX&8(p3Rq_WbUiDKT4wVq;gDLnmhF}scd7UvMo(mR&C4%sUZ{Sb7
z>`gKtp1FiECm#1!z>3czAJBI$>E8}mL%?)!3YZNRf|cNAFm5Ro#^2+AmzF{Jz_1}?
zSRAlcih-{~9R|~vGxqRtE7)`nrhvY?$Y@o-$|7F;5wm(I6#`4aO7Jikx0(tK!yg;~
zW`iTa!ZpkxFm7GI+6DTvH&F0-bj21N1-G)77cAVt)?G07Q+Bz=R9QZ#xBJPu(H=#jx+JwX(osa3PpdT5D~?
zUi>xa7h*R%T!vE+m<;CcWp4@P?Ck?l=kpi^o%t*eCJM5PSCBykaLF
zcMq@d!AdaUGW>a+I|3}@-SHIA!;2{6a?*oEl8%=aNyOtGqe8?hAM@8)kq=Ol>2+2*
zh7xcxm_36BN#e*8@FCcJvw2=fyaJp;JbNCGX~5in@N5W7na?Ah2kB~_30C6gg~n9ak_gfuF`gQ>m5OL(>v`w)J99!d>DNqvd2!=aJ~Pm_t4yvwtH;@Qi13NH8o
zLm+-Ud^$$FWHT+f0{#;!4yNwleKP3TNf(1Y@Gw{c4!M#ZF6GH8==p+{lTYQ>RE)U4
zWH&8C$=yT7pl>ge$#LAvG|D#BB)L0~F43QRdfMFoE&
zAsJ>KVUmKrKN!NPw6KyczLqWq2Z6q$veg5BaERFdVv>WN02PFf0}H2e{O9(wtX&vV
z`dd~phRVSfyIXKL*Rqlxrea_^m^#$5a>3kTJd*)S&a%T_%ex$
z9n1$k>6Wz@^nn2|_Zo{E3mO6*l=Ro~WGx3fm;lBZPH;VVrJ+WxG2_~lE~&Em2$|}Q
z74RV`NYY(u#u~Hh`9tpF{#y(>h*LH)mM05s>T!9(*W+0KjYUWf9AC8g%514(ntNl_
zPhXiWqBAg5AW1xiNO7rsKbl?CZ`;k&qgdLE;V$aUV~HJV=sL5#x?!!^C7jg>Wz^t3HF%vl%+8mOgBqppRatl1
zdALTXjCH2ZTnL*&Ti2Ow!dIea-c@bQSMz={+p5j$%%nD+MuxEx&eWy!0^{L|?@|%#
z%^oKI3f{<^s0OY#JDFMNd+%0nY@pgX>rIcj5F-5^H3MTf|K`h>HL=QSu0CCFHaGVY
zEx$+YSZ}rrKZc%-shPUV^fvD<|MmF5J=IpUF7k2rc~Ry?k=`)k2}la|UD)H*Bb&@t
z-gGCbVtzMUMEJ00L&V!vY9Aq;vxs=nJ^W`jv#YroJvCc>P(sy@p{GBfel9WFnDLEm
zJz@hj9fCgM0q%%Z(@)G6>f#M%v^fDT=K*!o2J%>lp8cR2{0U=Puz_Z-bO_qrDZE?~
z-&tk#wVN3pAeu$=HYXZSH
zY=JyAdov@j7`=>#P_L=AOb=DM*^CS?gB!^Msk@w(*KRhOm`1o^ESasMKVd2)qwk$9
zL)s=hO?bNCUT4TA5RIi+J%V{eGl|AK)vUF`{vk
zsw~cuC$%7vXj}xX=TX_~^=B;7#^hre1vE`9I)oJyVEoP*d
z1Gi+3n!QDO1-)cWwKYe5x6h1kF|^U~oD)gCOLCsCe%xZV4-cScQR#5I(p}=4P`L&C
zP=TZ6_^_Z#x2Ir>f4bV5r@lML!EnP?Gu#{nH}`2ZZYxJh9(wW9>Zz^fKy$O`&!{hj
zuS8$@ta5KdPmJUUU8H(%VCD2zf+WElE8T{)R(D$#Kgjq6BkA+do}qJE`%
z5iP=&@SIw`jd3kU54@-jZDVx`i{ixevTC{AY;X2LPb^dex0{_hrK877K_Pi163@bR
zuuwfrn$z;pkMYPbss5pH{=LF$({c_{ihL{j%bBRafmWPdDRP$MRoOGj^E0
z%@OE1%hl=~=3sL!`rehwy^~H@g?{*b)m!uf=$Rj=>vx*>nVB($5w=QwxfB1z=-Crg
zn^N?H=tXy`n@aJIXLh7aR5MD=9ub46!wBMOlhkdWn*AeW6`4gm@gudm)a)IROuU46
z(i-*Zr}#_!81c-t67OyHYHAn->s0&C%z+U@uw@ZnwO-0yF8bn6ZJ(#gOpkleXKIG1!vMla0PIs&IrBmh1uF$0heS|tI@m6p%KGrc5(~D
z801!~zu?pKRljdHdvzj}u@}n_CeIXfBQ-k9eSdVAOu|a|#doTR
zFU=lpaMMDnhtfaEBvmx*e~!
z6kGrqz>(>0hY|cOhC3Fac6@DKY|SGWX13Rk^SEA;vMMAkeDJDH2L2eF53Ykt_1X7JdU1HcY4P0HbB4XUwP
za^)rK*s$pMq0x!cJhK};?rv1)ijE&A;%Fn8XyYWE(qN4rRQZi~^lSzl)D8*!<)6qK$voygN0{Js%4FxvoC4Jgd)f`^$X>H=n@seiQ9RGo>7@vHS(1CB
z8vG5%XCeCH8`ZdP%>Hf4(Wi`|$GK*aU>`VedAF+%zA<}*``R(OJmq~`eOkr!Pvd=N
zjF}EMa-M3lkJTy42l<&;=@G`h#d|P6jb4Bysca#^|
zkvgoAdUmxhdVR_kPdy_+~iY1~vP8PSs(Z
zxb@qlc6`ruLo#{-56WM$>#Ab*bBZ4+_RXsOe)=E}y>g4XO!SrLWjoZv`^`??a`ed3
znguU-TSUmX8l5GsHsTkajJ~S0#+qo4Yy5D}@oN$B%)lBb5RK7%nqi!Yg)8hJyk&^&i9RK{{w?I
zSA2O&|A*5Ncl|&oZicJ)PR;&-j;chDuc)zH&Y*sQJ)&0^)~N$E*6c{N`Wq?`^`jXR
zF$yw`r}U>ssplC9bq=I=7G#DypnfUg93yY9By!J>W=C%sk;z1!{Siwgk>QO3>Rh?m
zDE-m&c;mV{%$^_3^Zgk_21W9<0hjb5O8}A$w=jywoHpZdd2oertSEMnv&AB~BDkr-
zWJagCM@EN9dU@kDwoky4#X^EizRhsiaHE7^*=l>(w}}c)X?Pi>?o-J)fH$`$>iYh#@!fKA~QQ
zu{|jSj@8c&fVh#b|apHuxz~AcaQ@h6@BppxoKZ}h+`wuj;bENQi)vj
zg=5vlzp}_KK`$Do?iRfaeb+ek40?C~y>vWZ)o>QBy}z2VUU~PIaVJN`QML!g9x^@Q
z@)B_KMBWh42Q5j$J;%ptD#
zkD>b}snv(5czkcJF7HAgMHO~&T$$sh>ZNHfVUEcCObnrs~<=ayPV?GbAOmI;Rhiz7VVUY
zH?q->@g|7#-=CbruCBy)Fa{XbK@##^@@NvNq_L%zlC^KvX`rOA<
zvp*?gGJ56XYVe=%@(Oj<6XMg}zQfu~JdURme{#(dKrf#sdXFfM4kMZC$6o*77tHz;
z^_SVylvk`1{-L`5WnK`z1U)vNA15nUHSK)zFP_uahm(zB=TDrtvfVM-JOOgZCa1pn=({$l>yJ_QRpPu^Jt}$ydeTny
z#xeRWj&sE1GJZVo^u^I*^u=(viZT^lMZZl(Px(R(u3~VPpcj0>ulVDfQ{LoQqFFBer?E
z>x9?LsXwM60kQ@>(j*zPwS-1?ZcDa78}#Zh($X7=*nGuPW5(av@oZJ$wXQDcs}w
z!Cft*It4B{sm?l||2uPxdx254W~{jcGOY*SXEY!7CZEG1)UQq!+K%Q(BK#-a_I31r
zF8YD9)WvlyjEjXIs3z7i+@WwhV$L5W?OOzg}#`VU&ov-{=%XQlg_2kY<0+D_(!7W-@l-}w`+JV
zYCNy6w%C`23vTtsn8i>lr!08T+uq!Tnm%>G^WHY*G1SVN7OeJm@+J=9@R?et-ee_p
zo;eSPNg1u8U0xnYqfeQt`is60-S@D%$>r@EUWz{Ai8>Y!`?=Lpmp94`z#V=<#=Voh
zBqt4Job%Kn7X=PS_e@vOZc5BTpEbQs&H2;pt}@(Sk68$_%eJ<+pFeLSo-srH18=hu
zeew+Tf#?atC}F1h-t8S|jzZ6xr8+h84h&y}Udm5DrY>0PjZ+Ua@-_)CflA^9T$a5m
zw7ilzZZGvRwGLyOfNiVozP*t*COqLh=FE*%Tu|E=^tEv22)K-!R5OpaNB9)*q6Yq$yaxKs972M!UgIX4{fbPU%WtlfF3SyyI1lauilez?-00y3+mM94Q3bb
z1R~{6)!Ems_Hrig!6B>)XPLOOu{Y)dc_&^uCcdMxbJ-CE*FwK!Y(o6noV#He#vD7maOOOs)_^+D&ZZ@|kMY&C>S0$UU3z^Et)DE&S
zlh9L-sY9a6EAy0NDmn~(tfTi9Jx~0r)n(}6i*21Bvf3ANT}p@!udZ_*Dui6fm1A4N
zMeh}AjLX|ftqJo+c8wg)ObPYB)agYzNB6Sr>PVP(aEIxJ(Y7rnK2mFBVw16$!Zl=L
zH%G(gT~wbPEIV=$&VOfoF~-}%b3t@QsyvKnr3%`3Ju$QJFCJHA%>g|#yQs^Y9cOs9s{Rq)-Z4dR<#4Zn
zo@agPMFuQ1*yG1m>xx9S7oQW~?KJi^x|?PArRa4}hM
zIdEfy^LJPMqP?fZEP*VB^huj8@2)0Ad#{U*GdYOaB5bGrOMMwl>NL1ScJpqN)SHrI
zlsc>aF?5)`u?pjb!9mGlQj#-;zKQk5sDc=8Voao$i_>SSt#711&rMQ0W4uG7Wq30%
zWU#OIN{@<;@wQe^#ClJUDTbWzB0Ep1m#2x&j9b6xMva<#>;Y{hQ&-Z5F=!)S~U}Nqt(v}Xob{{qK_G~U!0SB;7?pI}Th_Z{e
zo4P#C+pc*Mk@yGC5xY3}tz@5PXc;blp2t&?JTb8p|~qa?c~RFCby8Pe`1-IPDhdqqs4ko&5w
zTbYTT&%3H`s!V5!y1$LI^HN2zUQcsbEQ@g+<>70?&2aU1
zQ6GQ9;r~$!Z%oVqEO{+?x+vu=bu8_QPu#Id>I4eNkFT-Lm(HG}qFZ`9*;6A8J|m;X
zdKMqg{aw`jmdrC*nMxsV6!P{iYJE#@mp;Xi0mzm@p4;W51w|%VnYND?d!H_g;&dpTt-yTUFyMWc|9RrR&VrDt4V2qh@06pM^PxG*czb
zA3nR7e~;cRWi=8Qeiv!1^c0zGuCz<7us_V^UMR
z*{}Mw)bV93a(1$Zc5Z9$fS7#D+uE=NQ3}1>K67+d)valE1(p$Q1J*lY>84K|=e407
zNsMb=a+TFp3Txt160qa{?sYdI%-O<+DGdcrHLAQYQljQcXda13qYyW(>gdTi6S6cF#(?9MDr>B)XCCC@GXfUhpXW&PsjUgrz8Es$Og7X?^0q$pmw3uMv%P2V`yr+>N}?$b6~{3mWVrZ&d>~l3Z#%1)
z_3{9;oi{$Z7|TH(|4kRm3iW3@Z;$AMaFv62Vj$d1)w{j7O-vj!e-^oZD%HJTSK`k0
zRAM-mg@f6LDV4akvmBZ&R6%>rF|)7~o)@tGA^G&|tai4iGfE&MQv=ook`cFa=T^#z
zyaOk4d9fCD0UJA|lfP91J9s-qC$-{P+&NXw>3EYG*MaI~z!kyWBRRaRUV@8R2simo
z9s_|Me6l}1d5`fGWSRI&b-MFTJO`I!
zyH`9b+4O+5UMAbiYGNYw8U;*_FdEp*@Eodur2UX4R;hy3+78xST)vG@@{OIyy)4>tqp~izN`jrvoI5
z6>4KwW=JtyuSm9X3a8YcUA^t2%i+r5>|EzauAQ0>z#i9u`O%#HtpM|BEr!BU7Pwl=LGB2L*97uVMIyy6?V-oJ3L~4hntK_~v
z(XrepmLXV*+VK4yNwXc_P&S5MZR@NT#PG6CvR#rCVJY>=Qzb0Zv?aVd{aArz
z3C~`xmo)xF6~nxZ?nr~-I*9iq?R`gg@)?08`!u#|%6MFrsOEI{c8SS>Tr;@N+9Z>q
zU!rrJ@U>)Kj3t3B!avGHY_2U)J?MM+IpzWO1fLJGePQn5@JSY_3TWrempCzi=r^6utAl#H%&EbVs6!(C?$;-EH`;FEhVzaf{h=BPtG
zm=*H=E|xvT@+i(TN#}T0PjZaw%;J1MAAfRVxx9nAwkM~9RLFz}ahHai*THGxbK*W3
z%h-q6A$#TtOS|uT96l
zuC259-%N(*mP9qam$zd-d7-y*9Y6IJ^7h0NS3ws|v+wUr-C5Pk8`Gx@%Ph7Rua~kX)ytCYK9~%7FF0rmALjBp^^mhmGg*}rx^PYR
z8QXsCaZop%#t}0DF86ajm?D`yt7f0Z!>qD9IY)k}-aXAbY>fPB!}y9H;{(CK$(21l
zEEHdoSC9m``r+LNfAHr_e>_;0tL^Bcpr#q
z`~{I;V}2m=S=2*;viR6q5
zn~h)IsB${zz?c@(;A+Q|MjOWVtf-wkXhYU_cz<|z)Eh(&WrwY#_J3wCj5LhdkGP_K
zr!$^?#3dR2>3`G}^*Ql3A9ICm$7|VRt}i$x=FM}ps3h&`f4Eu{QZUUfyijs2I`U11+l#XnwmjWmp{Z@8jfhu!st
zYbD(|_ia~HE`9gh+pe8{DsgbBD{2pktCqU9)1Zy-xuW*s{rP*Ycj7{>56)Smb|soC3oasm${I@mW#I!JJI!rUE3Mqxkp_s
z-p1>dqpkqc2cL0>z0bN=dWBf}vb&pf-Y*$bw};}iYgSj8|Q!
zyJLP~hCN^Gj{FfUDR#H`;4`-||2=o(%~ass_uMUBBz_pIN&c#)qiT
zp5^WqTedU)N0+-}$}mh{;qJVSjDB9>ZZRL6z0%#df(#a}bVq)Ked9_p0&Bs4g6rOQ
zM_SC{>i69(UZ+I`AGljQ&MbcK19z;nwBiGI)KTnzet;kR6Cb)`HiEx@=x)3QK5vyf
z>dmcwxADv>cdPd?EC-i@pRIDoJSEd$mAjk8us`#WJ90U=>?3!#S>U%Hxm&HlUITsz
zE?Mnvu?*a}+8y;3V_d%4-R(Va*2nHXQjyA!-Eof)e{zjGzKF4ZV~snel8L^0jl0z@
zKgw>1JZ9k`@Nw|nweA*W;G*@+yY+6@SKv{wyu=;#TZ!BC7dUT&+qGQenPrW+^$M+_c!=&aYy-|-Qsr5
z*yfIUdYjwzBDf6veY-nq+79?n-BE>~x?QWl9pJJucjVeKx9g8GchqBFxLsd<;g0$h
zJPOYF(#^jRbVscR3&GW3=^l5~w|m^K-@xsA-L3$*8JxZsKk%u&?sieDQI!n6Nx_=KhJ~X>L5n+^@XBo!R-YC@d
z-mq69jGw$s{s=dYc+cZ>6Sl$ye=vLyH;)lbK8$cJi{SZ(e?{8?-i@w~mMbi}Nk5}?
zZ^Pg;6?a|BH7;XPPs4b|uyK@{U$_4)hLEYX^E0&w93_tF2K?^@_PtcNyzk
z=aAABHplIH!Y%pgvmTkna(0q4RMJba#@yIGYT!U`_r#9IOs@QAwuybKt+A?2?2fkF
z_jB>~YTL#TZ?+w$_6+nsvts($-fk_IC10H5Rz+8MWBtju(`3TjSx)w88uyIjR)}z$
zLmTp(@HF(pa{owR;kH8%*PQO;lW_`rVyu4Rq$9KMacHD4?&aR!$r#(15enVOexw({4l
zuGdb?q4CAqT?S3UH;9xQ%KxDG4cb4ExP)78aPn{FM2)n*PF$`P30E2GwF6HT?66zM
zxka%P(NSo?dm@)&pHTM_c>Uq@w!n?1-Qw!!yWvUva>_@C#gW!
z2KcAoWy1Ur($HyeG6ycyf;==y)gX
zmle_hq4vSHKZgv@hU}28GhlVH!x$Zx*(>2m9p@329bVFLRzW+g`oO7>(~n%;YI_fD
z|LZ2l-a*H&q!rC5-)P7n$7U#hKIx_KQ2w4%@Y$MgIoc^WI5!_B4_S=*!AtoDQ{E1t
zj$)M74b&OPaUtQbo=aS5+94;TtJ7a_3JmtdaGk!1_Pan8eb=+^oUC&SU2c!oZe8Qkp-_0o0T-tILn^~hA-U1Ux4hPygC
zx-6Kk0@d_-Z-ycF4Yh})ScvGS0K5V}Ust#t?DxZXt2@^V2OR0yfn4x?h
z?k{D94CR+Hx8%4#ndcz?4TJA*299&aSqey*;7rosN>)ekKj|_Z_@t3p1DWI
zFUKa~Uh?e=t`lAs8M$zfz<*)3b=yEZ$VbysS-nE}abzT29LnDbFK5zF{z3RoA-t4t
zh(Xr<&;$>`cRdB)kpGlZ_zT~V|I|jbzo7y!G??Hq_|6SfNO)PELmTh}d}xbtGlX|4
zq*uUTSLb19s6xUw)Pk9(C_wmz{AY#cZ}&en5<^1?o(xSO)h7twkbgG3T&RTh#5#DH
zoT0pbJqDSnp$6e)#)k4ApCY3*r^rY6!Q^v99|gg+KM{_j%l|in9A@%dFtp$oIjGNQ
zfPW3XUjzJNcv<5^^ATQ7bPiAd2gm*`4#zIX4JUZ{$?>HP@Q;v@oc%%zcp6?7vQU0L
ze8*7!YKUbRI)@sFzXva;&d`iLgzpZ&;ZAByNVETPdkA7OT1-^#TfDs+aaX}DMhlh3
z+0$({Qd#-(a`GW>n7i~D=iDR~KhHzzhtTs{smTZuV!aL;VGhop=#)Yk<#!ljSkg|86+x?}qr{CwRXRY{5N{GBZLGJPg-R
z0mblL8}NS*uAzcwz+dz?e`erJ$PRxqIK0fH&^<e$XUmk_J~DL*Gtu%D2P4lT5pO`z#?0n;&gM@Cqw5<56TRb0n1i7+!`j
zlyA?$B{zJbd}sJhHm}b>!5;8okg*C)@C3Y6DwHqdXgsX}ehW<$K0eE7kPMN8n-RGz
zKF&MsH{@$^_Shab5SMTjEt3|sUF2ls(Onp(F-h}_b|Ft@v^{nlGvwe{#Ej@lUEfK;4j>9SK
zk7|1p$Ng{VpVW4*^AN?<<+sr8r@E0a&Ttmk42`k+v0kQ5F9($bGr~Ezp4RQY+@Xy&
zG)pcEL-@|Nq2u2TM)dIn>ZLopz4@L?^c{);C*q(
zeQhUgr`~o5ePqzfvHR^MLp(xnf6mt##5n2yW-s_Rcj8y;^l}VH_=|Q*hn&oFK-6G}
z{F{MC1ssHbPr!K$UJl@sGct@AczZ!+@1BGV`>$d24s)(q=7;bd;fKfp8EW8DAND1E
z>6=bQV{}FZRP=oGP+oR@$_Y7?e+yoguTZ`kUKV!Y?FC^B5eXKCeqd;VMzl;W>q7Z(
z_<;@Z*T4r0z-$Eb9}6$nIQ0$&XF;MT>`;0QH6YY;u;W4dVQmlk4OztH8X-;JrYCD$
zqy2(>hUN$8qi3|8idP2GewodohE~*6&VQ$>$f*w7@)^$I9C}?fS3bEzIIJ=D11J8p
zKje7+nIV_UhS0-qJ^l?G=Z5ed8}MJD`2#wCIWbH4Q^zlLqQ=d#NoW|6m)~(FTevo)
z>UglLE`#rYg!04TtN_SxzOVj9Lmcj%b8N4_nd}xl?qY5@d8~fmkTEuh|4}2IaWjY`{8AF
zhw}R=Sgs`R(**=CK}O;)y%NeVgY(N`^P)}=JX4N`lM~N!%@07Aa7f1`jfA_GJ1vn(
zDIxgUW}fDQXUM^_H;^C~^%7ikxGYXLtT3;&3F#IIp^jy=NGhUq2Aym#=LTBT_ch;9
z^KukO*t0^7yNlNi@92l*O&r;emV|fc
zaW0?z#vj@s6Iw#Bf}sgsq=RI##>inoxW@i#7@>Z>SZrmKLixTNeR79#k52ED!{lPu
zfW0`KY~YLwFK5b7z81b~1AGK6mBT*NUp87d#OJ_wm&qNPK#n?@n4$br@Uq;8^0QCD
zFFHj&CH4HJ{Nr8zQ9VO_{#~8XOx<3Hz;c7~2ipGde}$K@(T
zLTSiV>Kh^H@6yFF5$$l&J6|s4jQ4c{IUPzk)d{~Kkrt?_qr7b!4{0A%{YCAZc9m*O
z6cZs?};$A*7#-wc4KIn2p<+Ude{qcb~Ue_%6LHxt$?Bs$Dq}>=638`G+-5+c;m_
z;V&KUq~p^-S*BaBb^Lm3K6njqh3117HrMO8UUvP)y_%3EP{PwXE(?N$%{m^;cq^O~
z_^0NB=loE=P1-M%Pp2;=y~DE(1~X1O$#8G&@r6g=fTT(jkgmxcQ4|<5s?eUP=1m2FV#1jVe*4OLTioXnm;TkD}GOH7_2c(
zqexHdgapb$pPbO2n@ZSs^
zdvNTB=y>ojyFCsMH=C&QqQq87%C%QVz
zQ}~hYH@)^_`omMbi<`&ll7pUyJDbZoUVM$~T=_yNVa-*}d1%c@2bqjc(Dq=|ey4Xl
zV&u&4cyW?@$n7h}<#?}gxr;7T>mKpm=MT2?gd+!}?9fhj+J7?N)Ht}UA-BUosSy_;c}{=Yv-7y65yx||qmPp)jd;S_FyD%fZ>WHHV@-p6Yh&}9_5JmH
zYQ%!E>#h0*r}#$lpft2!?FuCrSw-sZY2FK37tC^egEL_)Q8y2;)~HXXd0Y9*wfP&z
z%Q%bivdvFAL}Oz;&*NGJIuU*W`qXTnD`AM5ab
z`|d$p-qVI0{TL*8^>aw`<@213WL=lg-#(xGeFTTYOTndc96x!`F5yYd8%G?X)Mgpr
zBiazF3)o>BScQ;$Ki!_%&5cnZ1)K+O4?(`;n56ylHJ<@*Pw)%0
z;jqqVY)D3p7;?#|NM|I^?j(%Se8wLR5#-lvK5?YuC#PEp0nNwihMld;H)h%EPIDtW
zq~I6e?IC!|$spK6UUC$^T=RE2X5)U%rzwXRq$~QTU4!OEaY+8*5wu@2n!C_RAm1;L
z&^yAJ?UVJv6}+FnS@T7jA7Xp+LkP_$>Z8MM54JDh?TS9=IO_TueOS+hAL7q)s(4J-
z^cHO>zuKPOhWyM`!dA@}yyrNk=`)Wz(#a^Xg)=9v*7-cD`J68tLVlAkp)nV6QgG2y
zhxd=y38rd8qTGoSg8Wgo_S$g)-!+5kZ%4f0@^A
zaf!nR56e>9-%kran2l)pPEaM-wca?qP(6b)FJlqe~~t<8RujqkJKe(X@2hgPDULyzee*p^BrQp
z<8E|r=@c;JR)+|-_y*0-eb@2N(D~%Iqw{!IkGa#BJKpJ>DrG<7$VvQuDWHevRhu)jS^;oxw@;
zYi%Af(&77Sb4Pk!>RWV;L*QnIbj@enUwW=;UNHGUQ5a6TDO?XOc6PdNnbcb$0yILJH1+7yq=o
z9DlhDmGGAKPd@H{yJPrKCpdh!lc3C@jW#}~1;cebxUM}8Z}*%%iJVtR;<7>Wv9eW+
z;L%;(Lam+6!S+NK-LZOVIExwg@9@%r+4|hKHsI7NIJbLua}s3fj^&(hhubxubFC9UU-QpvzCc$fMe}8v
zPrl9}g2zb5Bq#rz1=0~*2wbQW^jF`_p+i2#E;9tMgRZYJyt|XG^d6_a!9`#iyv#t4
z{2z*X;VJDu_ev*+U@g8GOe}VdRF6}GO<|1w0tj(WmKKSBPAHl}%p1R%oP9iw4yLvgiG1e*fem$?e
zr#XD^MQx(azfo_S_Z!I%I0@!B{b*d|7>qQ%9RI(%&IQh@asU5o@6vjTYELtj5_T85
zNbT$Fy)m&
z)`5q>=`<;`%P$b*Loh+~or}T}xEj0*0zV60kH>&)i~bkfJ|09X6_fhV8I21NYA-#;
z4v8~}o7puqS`^D*Fc$`ulO$p%1l|W;jWvdyrjL)JO8KHLr7`fsZ+bLU&DSd_@s~kP
z_k-75XwEK@ow1d4Zos!v4
z4fb~Lg~Z+m`*vBRk5wTJ*8JcCG-o4;D>_pO3-qgGQ4i
ztaB#6LXsWXCy#OjjNPg;HO@zCE39vUmaE*XxeGZ_0X2M<7h9C7aK=}J%U
z<#$$^48g!IR-Oc}pCu)J4365SM8E1<;e+Mii~z5{P5@PaNq2+S%r-pj^hFhY2SMH~
zVqn+9snaBYGf#L}4$ds_`Z)s3+g&Kc2Jpbm!j~ZMzrd@(M;K1+e+ku_+9vtyozM1Ej$#9}4piK&$A$}@u6$k%-{`KJbdzLGcxs6?-w1N|Muxzkl0?sI7)+7H1ShXscJ0Y|~{
z=D*IH$3E*7ZxF*gb&H)0KNe<70pL>XN=k4{7bl&vZmZI<`3<_}eStHot*L|8Q
zyst|J>aO_
zdHjK{D0=iy24CahrxE82<<&}t@=$XxnWwhN(RUt$tuQFZ(`ggwIvJ-iBT?1lj?-fE
z*Kr;s&KXLMZ9EE|hJM9Q5_l%`JDe~2!!AiTHs}Mvgi9Lp0pKeS0R933h2BCUYC+i%DW75
z^5u)4iVjk9y97JwX(ZsP`_<+Mf}3Da-%||Qfxi#^=HnXIP#yH`-NT)spBN>9?emeC
zUYvV{rycviB;Rks>30%vhPrqHWQ`V{=iw)TPw?;*ajv-vpA^7mr~pWFA-7GHYJniAP
zfN%8hdx>+2%R5Pic$ZU7A47keNB>*s2YS)^hZFBq%Bhc8bkgb4V=#a?2dL@VxGisi
zeqem#&Ui2ML%E`lPVdx#=O=}KA@iT(bTdn>Y$xV%luMighf-p|`=oN31s)tFyjrmH
z0(j*J;c+=Q?~D^awIc-#LDPJe9?zEa^O7fUJ$Q|WH@{T$w|V%n#5tq2$k0RR6C=PY
z@WU~!IZfIGp0>Xzn;Dcuzmb41^i(ulfD(f^4O|Wo7$YV476ImfJA8{bC0dJ`^fq|@
zt@8g-&E?pZ79{K^PxRAHYd9JMLH<~Ags*7MN^tv=x6SBY@BoH|LV#WqB|z{p@zYrb
zk24KCuUPo>lQ=`v|29BSvp@t-z|nWs;7;MUfp?!I0m>H%$Jy5@09NUf33OnL|==gh8$mk1gKpujyix31}_Jv3NYy&;@pSoJ$+&Wc;M2;qoam6
zH$gr5Nwet{{D;!1g(3*GX`Iu6#LblKadaVgUk|?=ehRSuwiD4F@Y?&NV9#Lv;p7!b
z;L7_&K;ODeS^!=PehLcmw$*=J^l5aN)T~(i)T|M{4}36q^~1t3lRLAEsr+0OHIItm
zEv!s-!@yZB99Qn0E+wL0|FrPs2r$WVWav-yl?TCVHj4fi=!|>7>(YBf@FE;_DU|>r
z{N7|QEKCH?s}ucx&BWk-@TwPuf8`VYz2#pBuY&)+WhlUI;b}~4&J+kLpAkV{IC|3Z
zmxSA21b+q(0xU#;=;aci8hj1>{2jdD4e@iX@U-)e71W5pR`t=7;fVIZ;`EdpoU!2L
zw7(W7J8JF&577QvoE|oRX)_vd-iM3R_3#s%!v1OfAH)~<_fVyG8UbCJrwzF{;ku&p
zEqEU7D8{J`+W0E^-p+lfcB}9mMoKq=f>+bdWSpi!KSaaL^f`VqgvZ~BMoho@LQoAy
zoxooQul-gW`Hm7naH=>e|4R73P}L=te=U5H9Gnbz-2nlMkHPpmXbt`=f^cgIkhoF;
zRO1<7o6!~E_Ss-NT(hT%zI|5sOBCQ7aQp0V4*0dxsQg?NK|E9(Z7Gt~WMF=*o!-KL
zg7(6{0T0{?4o@dtC4mdFqz&zx=E}hB#vsQc@H61`?eMsXU8DUU1c7XEbR!H3$|XQ0
zcpFspo#4SD(f=0uFB9h(GwGQbKZ1VkAklxH+n-bG=@KA+xClN$n+*f6A1WLtM`s>*
z6()i*=>HeIwnX&pRqtD_7XP7+A$~c>4)T
z^{AonOwpGIwy6GTp<>cq5Y)xQ;5hIfh;xb8cmn@v9Z{8Yx=#+yxLFdwKEP?e*t`TD
zLes2deQtl>wPH{ycU?IbpahqLn>PrM-s@~Y=}qFCp&CzyJ|WJdrrRnR9rPcQ)ODi&
zvq!%RadZ8@f@U^O<~jo%OGv;~T7hdjTa1(*ON66iE^FMzk3v6xjO6?&=0Tt&kW+6p%PDq7C=93A203#gXbZzy9we{;IuLm16}j+
zI68qiH$fhL(6uGI9=yQAcY#+3Pn+AwId*i8II8j(EG5n*xWg0p5%7&3{sMT7hkpS7
z1^8`=Dwqhb>(
z>+|}*jyK?;lxP0ZP4^WNpw^6Y$2kjp8hFqQD|(m&{3-Bi{M5f4JUW*@(3RDK#+`8}
zaV|g&`7wFhie5Aqg1T!YLtWwM4dN}#!$Sgs;H_@r8amGDh3o$T@C%4@fc)#l&*R{C
zK|gr-_W~2&d4U9+(=nc$egIzX;d{X=Jp4c4cYAoNnvm<$Y)N#&1Q&vL%fJc7~^zBoo=@$`TCj|Df(;ORkz67wle)3x+I2BmVdmT}V
zn7{ObAMgV3UMSe{w~C*-g`)qA=%<}=5LEGUn3A0VSAjcl6f{!0K1iIa)Z8Eo#)qs0
z2mn7FA)5$Zxk&umdoPz8PV0XMcOHxqxzlN(II3DL05?WBW5H`45^g)uO7McE!i!Nu
z+rTSirg7FGL%na~5A*{D-{C9$UnFOefZMWGi=$s)aI@w22*-Cx=Xv5hL5;%%g{F6!
z-!6VC?-zZ$mP~<{KPa3hS`&XQ1a+%KU`yt|LmW8|3-6D%jDm;E$%P)0MC1j;xnzC0
zWPeF3tp20$4?iszQG7ED)`_47js`D6O{^Dw37jn>&L#f&@C0Hc??6AaLG<}`C7ik~
z7C(9Gq)n;?J7wUZ^=T1QA@I`>)bhUMlxoah+B^47RO#cw?*@MuJoJQcbCM+4_u$pw
z=Ia3QlPbke;4#s!w(UO!f*J^Dt!UD3;Pog$0=!@ef1uxlJXJk|IM-rxZcvL@{U
zubL`>o1wtzYiWjIgV2X!@EQ#2%*;c#{CNWW4E;I;*bM#TU2-l+qG>|l%ZRi8Dt;1{
z62B3K(>CH%fV5NV3Gf{Z3bu$Q9vpL`ROjp{&z!Ew5!+K*1YW&DO7@mu=PlDlblUa!
z-wl1Imi<%xUyiEiwM+t(ZD1
z;5PBY@3S%EZ!H8h--rNDkvpepF{n5woL^tVsRF$23*q)6^9#f|aLg0<1L#+ycTyiW
zsrx+?-{feoIKl-@XATK?m|f?YSoRU;0Bbz~ekIO+3YJR~@a99D#@x$)vz^Tz{mH~x
zzp_tr>Hm`@zVj>u1!Kk0QZzw}`^3N*FI=I?hFIQDB7QAmXBl|yr2^)`PmJ1#16TDD
z{dqF~(F_JbeN+U`_2is8&XeGwusE`(*F)gWd!j$Bo#^*mApt7(2p@_rFa^AxH_M@9
zS45AeA;{Y-f|uHeqo2WpHwfqV{BWB7fCQ*X3*dMCa9Rl-K#4aAcD@2HnAo`Hx;-d<
z(!l}|oQx{n1wnqHaOFvyx5@8Z}9zUT&=?THkF7S$w_<0!omMRpW$nbQ-
zuhv6XiJ*Lv7(5Dt-@yZ7&~ROE#Y3WB5fS}T=+9g&Jk(nv}zk$BPn<`WK%>1RDflL)&ao`(>Q~3|4
zD@kC+C93W>i0+5M7LTJRpCswEvIW{bc{JS{vQ+^iQ!HuV`+
zps!}05?6pXFKb+LcN6EDaCmoVO7^~>j}7PR{||_OUxCKSzflaT9uYoEurnDvi1A$n
zzRT*bXsmz6v+#4T@B-*xW2RKPA&E2k*YS5N2{@+}kBPyPEyUtg7*u*nwjF$phkp-0
zp=$BNZ*b$(HzWQFUJyn{-hcA`s1%>+P~UOWav
ziE~bChKNBQbfOCAmw5E=hJGDRLiVg!4<5qF>>5*_)EUkCo!0*|JdW~2;N0WkV~BHx
z3MwQ+zoIiPhW-YR{zKq39=-{FLRYaL8h>_})x)69W6=B+&N6i(4?h+>Fu8FX_XQ7m
zcpiA(UwN8bk0F8S6w{<+_HnEZH4=EjUkwQL0l&k;2Y|2j@X^HCf89*+&u{kQw5$f}
z|7wf^nxakGNdhkM7LTJJh?^$3RUEyIKGE-0;nmB8n{ya>C&b1Z#HsjL}p!1s&pu9pH?2-d*Um`qIErI`qe7y;t4)MN#lzxXn
z`?p|#Up9JyPXV|47ES-
zh;vN@JT=i~iv*~>S@i#a{xIUK-@~In0s6tsQs8dQSdaSOOV-gX3}~q&2PgX-{y@Ls
zdK~p6&ZEF?z-LZ|qxGXU`pbS)aFPxXxqn9~jsj{cP3sd{+Wjy(%S`
z%=x1f0k?ZUDZ$R)z=PNm>LR}gRuSi~_w{tC#*9DIoU&>4f`$GHsp6(0TR#7&8@lN!EdJ3oNi9oB}z&vg3A
zCHMcFAUO&^@J}P4#UXfW@L3;A0JD1=vCiO|!R?l8Mc}DzqHniovs)d!PMrJ1Z(IQB
z|6;Kd26ivEN8o6}b}%rR*H}N~~pyz;{
zpZS+b7+%PTPJdCzmvC}r5f%oeNg60`kjDy)?YS0vQzqG*5?<;9W}e*
z)4dI!);D~5x#80%4WE8#_|%bB2SMW{N}t5vaQf8Eu&Wx_qJ~ea8$NAn__U+p)A#n1
zuce;;zS}X}`xDwInI;q4;I_~q;$8j6Ig`;5Y_UcdvrZ>+4*hK%@4i$;BA!Lo?fmrR
z37cfm>d2%y67*V#Y0oT!?P)W?oa#6ak5>E}mAulJ`JR!(+j7_^hhOB-S%?4OcJ!Ss
zhl}JeLkyZj{1BzD!9|*H&H`UiM<<19T0s-fB69g$d*GNISep|PNS&P
zaK6h?o>COI(1^qDQC|ztpsK|D2&uCQX4M$9{UMks&Tlmb9r(~~-k#09O|(|jHk-ro
zAHi9{a5*1@&|*7@o8IF4Ui7KqKcs^6mc!|C7%hh~Iou$JWpY?AhZ;HTHHS|A&!x7!
znQEiEZYA&C&Ecqlq-DCVZ=CSI%i%6Ltk+Mm^4sQrnYACgJ$+fF;Ye9YaanOPToNwJ
zjmL&8zfg5><5R9IpL$JFS5Hvwb)S6INmp%iyC0t_E}S}b(pA%nOT&rDWyQJiWTd1p
zUYbl4MPm^?d9T~kpO~bd8m~I)2Y0x~>EPFHOkeP$8_~b`Ra<@K0rw<*@gHtm{oO&g
zzYcA8^Yk^Bsx1BJm+rZG-VQfk|5oR=*Za27r`g-xQTn=_qUdxBosTea5i4!4&t
znF;N1hxv43m)l0q-|0T3Z`e&*hjzKu%_5<&UiFFlsV|~$-0jZP=LS`_uIQ#Z>&@d;
z>s~Xbl=SO&5&i8kbW9KXkBX8ii5Eq}MMcGtqQcTxqEzqO?Jo7jGuM9Vw)Sgxk6W&1
zeD2n-igW^{L<~H7u2~u
z8vffwkKXHc(*1_3Tz&hOZm>a+(1-TA=LF(qC555lXe^p4OT?qax%&IP?rD0?S8lsN
zI8+kO4JC4u(cEaFxHPFp{o&^5x{wO!H@}
zR8o{mhh+1;{kM2138rA*k-G$t`{q^%dQEr~7cR$l@yQ!3Z_b0b3D-w^VawBEY
zl1MBSk41`y=&e7xmo@Jf38(bpuicVBakR8J84AUtMMWi{NLiWwVw*dxBgw)$dE_RU4=y@A;3LlX>9Z?l482=$qf&SuK2VeOYsL
zt}i$9XmhpAr+c}oSWnDW39Vce%%oj4|0tj7QrVeKt<_}L9}ekJJydpPS&q8VM|RmA
z)FaLG^3EzxU(}u2Vs2*&WLp2|<5W!V|H3WSU5FhME57RL(rEdNtHabs^Jl6)dUF@m
z&Oaro_jFOGw9ZW=i;5yeC8?sqa9l5Gu5y}%!wLP#aq3ZjIH_;yq8{^86`a~x4c0q4
ztM1uN3LA-K1|6?D`+Z3rzC^{^BvPShsH`MWoQ#rFy=tF3oCjZj-7%=T`=cp+Mo`^s
z3gf52TmHFw^-0B{RB=2JD@>JyQ_)bkY)I28jYW03t9rLtBoWp%K`LuuH#Mt${0NFE
zUHET$=N{LVKOWZi{p=3nDvJ4Hdb*;7}ph)lSTI?+eHY1Any
zn&3Nh-5`dOA4dmqIgj_94{;`
zEgZu3opgs@YK%V>)d5Xj7L%($JYHOuOqG_zXnYjKBDs2$R$Z3gt2&%i77M3n>?BGH
z!>Lp$P4!L7oyyJpaH`7qDVK9|R5s10A-yC-*`+b?mD^p{hg4dh9HaU4vxsV)=^9b*
zH17~@T7i*BXn8^{ZQpcEMj{dYWS;7fc`2dBv?aeIhpJODXAV`n{p}-7G89Qfb>HEt
ztWP3#1X`?$LL3R%daC?9ya_MUpZ7;z%{fpG@gLMylIySDy}y
zq>hlGRBqFZrxHhCNxiUx>b3k<)n?fRstuoXXOQbuW>vm=+vg7@bk+kZsBassX8OXL
zE>!be~ef2{jro@vQl-+
zti4oS?DM5$R?fLhz1zO&xQxal`l{`8ilo!Gt2gwe^J(ZP)gse>qB`XB=f*N87O07S
zUoZxR$=TDf)FsfTlQ8n5(RrS^Xo}%8;l{c!M
zx_*i}I&<)E)VuxEv`cPOC+q5|YH()iRCN}ic&7SF)r&qP_3mkE8aF%ZWXi8n#Yg)>
z`q>-Q>6x}SsONk%nEUOgoDRI5)+mqNMblcV8&yc^iaN&yH_{w8^eWXmletm-y_tS<
zwhCkh%~gYZ&7#!6x7?&Q`N&`GbQ%?-=c%@Q#+iPTnIp{Pz~}SKnuUtqS|2?;UFfBE
zP-iY!sB-)?!SEcRf4@VO^1NuLlrWz;+N9M9nc79Fr{5n*=|l6>u{x_#{Xwn*OVmBt
zO-E=<4;n{9KNic?TbHP@l(P@#(2O>4sfzpK37N`XU8*MeI>eiHn^>25mH
zQjyVaTcRr-%FR~If+*#nL+565zk;4N{4>?I=l@>%K}J$sp2tbe^*^(LpL_+`tf
z_|)L$KYuP)kNd)z$F-{E_92#|Prp~S%dELqwWjfutAD#sos`*iAD#B8F6?=uJDr_q
zpnc9YSO0(-Nu?j~pn8`)PzNs7Q&&=*)4*w=m#w6kAQCsDGV|+7)xyWsd(KHT_Z+oK
zE%t?J9X(v{S*7-q_jevrGyKt5X5eZS_4#Rt%vht&?-OlW;CQU*sEfzK`qcw;CjE1b
z`ajCZkE^IP*7Q&(>d+(V3jJ~~b%tJZhYB={Q;R+Eh&t0BOJoi{qDq>zipQKu+-`+-`S@ycaTF8!tF
Nd8>TM?Bg@={{eoZjspMy

delta 167416
zcmb@v34B!589qFjEDTGy!xD|kGT?wg1rr6E256ZR&z?WdaIusYcw=x<%_U(@}|9HMq_9Jm;J{nYl3E|Nr}b-~5z&
z?{l{Iyyt!2^Pcydd(-~#;l2B&w-=9Z4%x)dBQLhLhi*CYPorGRNzNlE+(Tfdnkq?uE=@vzgcQaxBrgVuVQVyfE|HH%Gv>!DGbra5NwRJ1#8P
zd!sDS8#1qvzvi4je*gL+huUXO_uVhavtIMY%UbisM=r82pT2)-S$UnJrfyDTkNt#+
zKRxWNYo6^}`q1^G5BHz!OU)RhG<&w|%v!Rvvu{S>Rs
z2AZ=J=*WV1Wx;#1;Df`sXx~=+J2_^yix1r6;w-ps!RxA}?$%iFW`);V@Xl&O7HF^}
z*p^GY$%4C1m3XrSuQ@?>pu>V+q3|vX{&R)*8kU4^mC$d&|Df=g1)p@MYo8;W87-Ed>sqFALOU!RsyfT$R7cg1@TpwoKfxb&Xf7%S^BxyFlVw
zEx1?V-4@)er`LiVvN7W`S&
z0S|G?zc~aSsDxTe0TXYq;AfaD&4PDY@T980D-9R=cgjM^>fW>j+Jzew-fzJ-D?Dbw
z`xL8(EV!B9acL$;?_XG;^xu;3v}&Nlg1@Zratr>0!gUKi{zTcaS_^J!P5q@tCPfQX
zfhJ3VOHYy&wP(S%X2GLb@O~4Q{kPf71_sRp@*lsAs$oZcCZTsLyx4-9`AaSMUsZmO
z1vl!HP}Eow2Gm&AS@7;=$%zIlt{P~z;5!xGZowTBMLmYC(~=NZ1-dM_*>Kc~tNeWy
ze6PX>EVx%CgJ1lsS64GJ|ZW^2t3+`rq%3rx9
z;kU}f>K6Ps)j+KUHyfz8;3g-UEx5^vHsC`3P4zQ5(QYYVa-ze6n`+sW1@Fy*4-Df{
z|ICVph7*J|nz-|-%po{hX-!EM++)E_?Wo-kHEvpQxbi2mDbho349h;2<~kJl)?)PkoXAQs&7
zft>vsEVxnEBoo>#37)@8yvu^usfxNSc&Ean7QFpKSx>J8|6F#!uninI!8Viyclt9q
zp(?VKWWhaI@LGX`|EBtx6*Xij(3S=7%z}4k!TZv2j=$M(EIlC&w>2KP$HiIj(k!@s
z09?pl-2oCPe@$8Nb_-roBZYKp7Cf2-?{BpD|7JylSqeC=%jATa-<1U~&w|&aaHW4{
zMfIr!_TOgvwdz@u1#eKR<~9rdipt+%!M`#&WWh@el@PTiD7-%lK9~h}tj)rqEVxmg
zC7~t@UT?u~SRu#0ISbyA1@Dshu>U_&Rn%=M;8(1UTJR=?_ge7H>m@;b7Q8^!-=BeF
z{9P(xAS1zMGaHUs@PkzTK?^=k;X@YuFooNiGKWUgPx*6L5?WLboEChe!iz2VI>iZ>
z1#eb(i3N8nf=Yo4`8O?~+2e9c0TcIF@X@Lw-GUb@yvBlmbBi3B+F@Mk-waitZa6`x
zpV@G|1s|*OH(2nX;!u+XKV0Q+w&4Bil>gsuNidgGofiDPb+QLt7TnAqwc!6%`TH!m
znSa2rBz&a`*sjkMma9yeu;Atzuf&44k5{{67JN|QdQ>9nak{c3vLoLXu-{T95-Zgu34?7i!FGm2tY#qN-PN*Re^E~
zZU&8Y3*N5s*IICM8DDR~|Dy6Y5f}O|WZh;n3$$4Z*d|D!>#*Ra5N);KkE#ZuS@8Ze
zTlWNJP<81z
z$KOn7N>50`+q2+XEx3NG)S7M!zEa_R7CbjnAm{%9OTs;>z)%+4xgm21#-JkpN-X#l
z3a_=`UA2#4KgJ%%dKWJwq}U-r1&f;V3v@eT{#SEo2+!Q0g-nXMMwtlx-Q
z6Yi8l&}+dv?~-_*1$X{V;{6uf6zah&xT9If(6ImC^(#39E}4*0OA{~8g4blh>n-@}
zs{ZB-9OG{$bYvu8`)!LPsLO&Mr0}Q(U#{>z3%*C;F$?}VamwG2CE>RnvSH^0kX2H8HctUZmHxoB(X2S!S
z3AUoUoDhp{%ukT#c2uD
zzuOgFV!?MSyxf9&yHivQPJ63p{}O&0tRRZ*J-H(j?*3tsx8
z9D=9?@B2>T1Fe?X$)gftmI8GOAGF|I3LmoIQH9$!4zrpZHD#;V#HIbi8BkTgWhO8;
zes$kVN=qzw^A8d)wcwpuIy#n^nUd
z7JR$J4ck^r!Y8Ugw*@x|>b2n0I%Nk2EqJ*i)VV2h2+mabT>=OHP4zQRK$cnxEct_M
zz+=JBQh2Qezh2=D7W^LyZ%)TK{*S4I_VfhcuPMCKg6~s!mjy4mTN2u9!B;B0--0v0
zkiWqLBv2?EZJDey8*pX8%PqK}8m_b8eaob?THj{z{|8khxFeX!(GLt&pxBad%pYaLr51dZ
z!gUM&ONG~3@I4A|$buVfmW12?BpdF`f_Gc+=T-i`EO^X6V0VRDl``KIYeQXlgC^G=TksPV-T++4zi9zisDvgs9;SLKvsPb>M;A8J)e#l?9C81u8WydcvS>2f<8`x^Wn-y+r&&;2Cw%|2o
z@oU~+>+^fY{=tV8@;lZKBPILCiNT0*Cp
z0Bm9!-j#+IrQzLa_(5rSGz~vE4ew3Ei-Ak~i<`c*ghSE_^rzv6rr`r=_+e>yEDfKO
zh7YFUlZSD`Hk6hyWjMiR`=t~S4vi}fcckId(r{-QK0OUDPQwpR!(9SL|Ji^$Eukc>
zz>GA!G!37bhL@+|N2KANG`u7Y*VFJ>DgGlvOGqRgp(A;%V1b)0smER{)*J0G<>Q+)IUm_nE%8FKVO>2zqMve?MWjLlZpE6
z$v(a1X~#~HH97CGg(Gaq8BgF}ZK?-%e6D9&d?1P6j0gD4i6h=8p8v{c&KL2hc>eiG
zk&A1tw$J)%%kNg$U6HS9X5>Ebl`S%P#kAaCd|``JuDI6z7nSzfis_M`oHp^$mw$j!
z4=(A~!_|X&uzCRZF+H6Bhw&q}?44LJt(djz;dvt_f#C4^&KLz_wKlaX^4W?~`<%{*
z>$IZ|op#_lzL+p#%T0gFEsm@|?ZiX>@qMbDp|p0UqaBgwQ{<@}&XZ2dv1UEzoqkj9
zJ0Isq-aCED(LdznlI{*Yyaaidbb{t(1v!MaqATb|brXTh5UC&2t`FTQRM6e{4;0dtus!u@0t)PJ@e$kjiW@lK_ujAk(M*-T!-We
zf{=9yT3^zKl+}466L_0{d1)kfW$mHk_NBOx-oxom#f9+7*||^sCqMG!$~lGO?4m-B
z#uKHp1o$?)3#f
zifQ|jNo}+@xJwVd8{2VI4)AYc&wUk{_|sB*&AiCTKb>WtJuh<2PiM?s2`2$%&vK2h
zB}U<9HEybdpCP|5_+zYgD6O8+s-6jv=YG2J;O|e$v8~p%tDar0T~w$&oDU&AxA5SH
zBgT1?M=xHjo%QS&nzLx{BavU8bKl_al)%oqvS=-FcCh&Ogrn
z?JJSI3l`X~m={@e!E5%{3hq9nF6W>LFWDjJyY=8ZFdjAMRGwdXLHrndPCQY7`@PQ7KF+hOyM7CcWD?Kpz%yc_!>5?Xyk
zq5Y^4w(WE|l0|X7U@WPE?oGNi#No4+|
z$4=RcMA;HZcEoB_nV}fU9QS!7bZP1ITke&-Db|AnCYwKfOJd~R9pfW!UwV`M{{KV<
zR~~>B?d^j&MP(Ocq+28hWJ^bcy>t~OPEWGUfk-vjpfR7!AM@oKnt^Kq&9=!8s#X0uc
zU6E~m%&$P(JS9RDu(;`1!HN$?$w8)IBXV|}RMSNGU
zFdiAh?on%E?*BkH!bKmBhLt%IH*fJ~K5i1Y@dZT(2aqTJdv-8f^eW)$;KwRu7gILL
zl*cks?nO$X0R=*=a1w5A<_(*;-r(Ib+_hyCxq(Ga1bj^fyo&G~K=Jz9eu9-3WFH@*!>$m#CGw%O;K5pl2ArhMHo{apV$xGmiBt~jeZK3=P
zQzGtbryX++(i`7QTn((7^VOqVD-UY_C|tyZ9s2GiodASW70RD8CE~yKLi8=&f)1Pv1^II9b$2M`vM<%Vw*5%7%Y^+TuZ9XyMsYB9qrlKI-2{_09UOI_F39
z-xvHkSyT?Bn@jLb`CgFMGL+jm1*T=;zC7a_*>i?2%{IR84$^wkwqX
z0^6wA**GCo_|Hj^$^Ju&?gOH=cKt}kPwv1&u<*B&B0m2#V*?(LbS_j)-<^LYp6KZ{
zFWgAnZ|E%xFBW%&dT8M)rWXD25Y**d(y2MCyR>nID*;IAyYN!+&#*|pY@ObgH3XFqJjmKDe3Oq_V^p(AYZkA5J!@T0><*kTm}_Q*kv
zryl%nF;(W9WYO!mi5G!57@D6>h^%Wo%w9bqaz~@f7!8RP&f{}$iSmobqWp&UAmKAn
zTRx;9=7NKpfVo+?X*!KT
zO)Ix4|8S(3qkHh79Nm$(p?>PYtC7E4cmBxPBq=mw`N0wA+8u{2!YH&1cWbEMzNi#GxGTZxzaM6sZVJt~!X#&%UH6r5xjt01~uKBhiCkk9XCW&Ay!X
zlJ7lA6`^)~elWD-?Zh?0naot2*O^4c=|EnkI6HtvR$jk(?6J5pSuyiqvZDAHG>a)h
zKd18C%Jb-uoCo8R|LoYv{G|S@fw;4tsl@s
zjj`Bsku^6SVSnI-$elMHF(J6uZrhb>t8V?EadHCQLt%#_@;Z{2j*ld7oH}ymcp=BJ
zm60RXO|$2{5LveFxLoa9d!%{Y%6UJIBXLRpT5ouROAkNngqT0p4$dTt&OtfvZZ3;t
z?a9Uki8ZKw)riRG^|NLcBU!YX^jDxS@GJU}Q_Q62C1-r$q@3oBi~Mx`!jbpkfdl<^
zq;q|VJ@8!Qx%EdKe=1rA2#MH*IjA++=t{U@5$nK&$0?YJgYa~k`GlVLC5sNjif2P-
z?ux%Eo}9WTjVFsD-)*QF8P|lgjM5@!7zz8sj!0#*YxLa?!P%{`>3bqqG`HFpkBxlU
zJli`F>WanchTma;9p`Xh7e0Ep(9-we96rTJO{^bHnC@FB|7O&lA^hN3{z5Hs*-a-J
zv)Qr~;QQfagZjgOK!E*)f~4DF4wQAb%WAYu?kocQ9w^Hqz`K}a5#R@aMP}Z-s_-aO
zyxr#F@b!<0{OabPj2(d_Q~JIu6e3;4*=awKekY$IUG=?9u&N_=&Pzh1^Ku~4+N&^P
zn(&Im+!6cipP4d#9lB_?@-xv&$%C|wknt~HAOkU_-7NB?84mJpUZLb2StNOPGu95|
z9T4ztE^2}DpE+uncd{C7(~NAqL-(@rj!9PD0gJ2-tSU_4W;?&vmMrQR6?r{SKDGde
z*{g3y3*O~|ko|dgSFYgQ<3Cb()_24X1$!V&JMkQQ@#Qq$q4wB)&u8+k5nVJ}xlFV&
z@><#z@a}=g^Q}kOSH2V(YMpLBc4TDI#$tQ-xXAGvr`q4x_25|>|7W*f*!W;|@I-J>oSZlLKlk
zjkQKI1Rog}21WjPH|IqrZ9dHY&)i7G=E+Ac0cdMH>P$?~kD+4F`JsOdW~Qg`5If{)
zI8GPChV06poEK@{e2jg^eUX1`o?`#ieUXyxIY=_%>M(
zx$BnWa-YWa6&RQHa+l&-bL&O(-{*k9Hi@;{xwPKN87~6!26qonx|rb~llhWG
z|G*8V;n;i8$fvi~pK_9TM26#KhSVgGoZ$xI4Lw&3%46x=Okw=`T;wT=U{jP99~=H
z%F}C5Cid!?sG4jZM>b1Vou8ahB+3u3dD8~s+waMwZ(>KHWz#`MeP>m!tUTlN8ZTln
zp$jlNmpZ+{cfBp2jOys58
z=eU1&I&ud;PW)F578*3sxtHL&Xp5eED6ZixmrQ$LpQt8T^cUPDD!rleoz;ohg`mCfKXr^hrOacLMH&%jMhVd>W_+X$5%+8_s;{@lg~azNDtoT9)M-igPYyW
zytejgtwTY0N89p~-y&Z)egZYh*wes=x7i4NZAA|2C#rIj{9ERlSJP4nRuwM18u?2yn{`4!-nu@cq^X9N@V~H3K9>^{<*kJ
z4)GH7xm|kev%cWPSkZHBuLTgS1b&5E*MqSoWnU-GKy1jU0v5VgwB^HEFV7(Q4wVOR?ceo+hLgQ8=
zS+w_Suxl0cYADbDddtvAt@Q;mO4S(bX?ZVK53l%9Z~4|PsJJ#Cd~M7t`!rGR3)g}4
zdi-BILJ#F~w#e6mdl}%r(E+|rz7cgx=oRQ<@|ChrWk+`BzlLt&XJABTzm9u7$PNaJ
z_TV0hR`zUl@O$s97xa(_oK13gTfW!y;28JXx!#JGw7_>LTZXu&vRKUvMvu}0H^Ir*
zlRe&w7aBi{{|h-%>3Vqa2)$)sNT1c;IKdnCxd+RliDei9Lsj6b81QO~pDue=O>we9
z?vbNHy`s1AGf^sWiWta%wEkI}<(b2EB07CpM3Izj@TYy50jXxN|>
zWG`VDwD4Z
zd4|MX>n%%`eT|}($=4{2n8_=4Lj3w6eu;6(q9^_by;xQ1ZTWFzqdA(1wy_l$9>+G4GtKjdB6V>HZ-sk
zfdjx`Uc8$zgq$8!nA8H*Fs;7u^*O$Z_q3K-w6pt-ml1;$tUXK*rw!J(vH!e_TC!WE
zZ<9r3Pr@V`8l{1RFe;=
zF+|Sc>93;Ke`Wj)6goh?NzoV!_+YM`srnm#pSaJ=P6MZO(j+5zuX~VFC-D6mYdr31
zJ#?F(E!Zct1Hu@5UCQHU*!kfDMe=>#EADN%@8;Yo2CS5R)z_Yf_^jD8q9zpE2jQ;mRNH>(cJ)anDEM4ZPvRwJYFm$9=P)
zFdm>|F|3~E7;4+b@(xeK$&$L0p;}(yO8DqMyj(VZ4`(b-*&fzJZejz+^@kb9
zkb!zdPvf4rXt^bMbmPjecjRb+PyI+p?{TlzvSU@m|A*OzS?2Y4a25KST(1TGeUZ(^
zVy%TuHk+q8IbCa=WU0U$3HCy%tR9xM=;7PM=*4nwv)h!;V)DMt-4E)tz%^@81Y{48
z*6_(rtPX~Xv`xR`Y!@zk#~&%Zd#bUPPbsDHR_xMRk6*`f@B~?o;w<`#eynUHaGT(R
zwr#FmZ~5^AZPU2xfo@M5^KZ14BdM6_T=Fi`9
zH8!8O8H=2&wW~0*`wI!I*51VZ8$An?Nief@&VIz{TI>JV+JT6>nS;0=aX}2SmAIwk
zzaY*~j3%oVqr6GoDIf;-%SMp0Ir~#~J0%0l6%VBE$^#SRgL_r1wKN=%s*4m=P<8at
zrfYX&0FO(Nl}1%r8dbl#N>Vk7R9%mUOnwFKQ1V)bI%8fQUx0mUy-^HW=4d{UL(_Hh
zVaE4xT}m-l=u0{JaxdlTK+JU9P}wNChrV;2GE6JAGjNxn
zQck0CBNVm@`OXTUtZI-G#5Cr`!IvQHei}rlsw3QRU`U}r`;5C+Yvpwad-u;c&4
z4G0amaXgx)jiggU=K#kHaDB+#MQ#+QD0t%kZQwBgzc>tE#~p6cI`Ec!FGV%tK9Kj$*^_OwaUJWP&Rxf6ZiUzml&$Tz`~4DFatg
zWbp;>Q7fF=lnUOaR8kd#O7mIq)!;h7XK4ALP}$quMoa-+lwXYgpeV2sUcuE;
zU%u3g0os-^Ig2n3HXkXDz^wDoc|A
z?R)B9cu1=gmIigk>DC|&6`pr|6vG%U(r}5L_Lw+V<=rkRur;euB=4eJYKSEp63wM1
zhi5t!6b0#*kKMGg@wE)YdCZ|#tcJe*g!_c*uDD6
z|LxfQ|1osN|HrXgh_N$=&VLw(?XG`|;Y$`>@jjTp-{7#n9L)G1!78#`j;!&ue_Co-
z6IdMYUox@QwB_U-i|Ju$+cl@h0ZG-1A)GZO_@}m9h&FUh$RzzbA*CL9bEmroHz=hu
zTOIDdG_vN5
zHu2$`eoR)F-L!4~QFLZp+NR$$0k=4cn}|^X1rO&sFwtSbi-6LPIgQV7K>Jin{k)=O
zeyoO+45;UBVK(7#sOLJBpB!NRHkE%!JktQ9Fef-pdsr6-+z#;&a5t-*hEo9zs_J6(
z90Tv@0=W3RD&Q_rcr&k<{_D^O6@974ZL;XwcQeEei+&E676>ZGU2^j_cQXQs6vj4O
zyK)Rry^hqje3!rGbUi%T2kG@;W^>?dfEK_;CM5Da|I14bKF^o
zOEE-A=dRA52XMns$}8ZoFZeC$$wOM=hSlvM`=eZSmi21emgTj4e!<9|#yi-UKO%ZMq1F^(vuIgKx>WH!0{P6N(-z+@>A@8%g}5z_3QT-
zsyTZFl$FZEo;$g$S10l*)f$X<~M
zH-uLRm>5$O>K8Z+J+6W`c?(%!ka;*L;bl1xts&-G6<_Vuu0kO2qWohn6eoG}elEQf&cBNej4CMl8&G0kw
z^js*RAPZ8)VGS=rP%GdbV&3o)abGHidr%L?Y2Qo1wZ!q1pRMGd9yTUlfU%QNye>e=
zqDS7wSVB@o|K~&Y(SQ~>WC3&QE>g&pkOOAKsf`P`#|R~Ndh*aEkb$R`eYsj7HXqaS
zX5p4{+GQ@G@noBsr@Z7yUVa(X7k6J8Hln=DGQgA~?%@a+wr*9yiGMVXfGaUnxdGIOgK
z575Lhg5C&gg!X7F_yeoh9!|M2wTAt>nSWpoyI^SnJ9s92069lSQ7HC!Ay+$yk=jJH
zi%Vg>rSE_n)0=?nF^EFw?ddN3a|-QbuHLe<+?(9xt9Z!Gv2FY#t0D9BpsIxph*~7O
zQVvW;EwFZ!+M`?F)B@k40IqFEN_NenB>}rAa>=4s-csz^yC%~2z+{8M1%Y@L|LQ^5
z&YqITKqJD60sISWccmCfT!)D3yZJAqdwdjYj4
z6ZK%F#SjuNh7~CsDIur07d=NNb}FTy9B4cXMTJ~B
z_zanD777Z-R6Tc!&cjJk&;58t7dcCh^XOtz*MlUOz$BKEI&KAFHMk*Zda#csu9mf2
zz5^Borh~L!zOx*ALf9I^$`y^FQ7ote?(dN%guPo92EC{Vvdic{Vu5lKpdPs-P;SVp
z6I)M-BUAfbPq^8>H@pb1oX`LMi&NTXDt97cf-F`h_;G%3Z^@Sx~epZrDQL
zNzma7-6NcLj)WKibkfDmX(wsMm26LFp~aKtFUivaKd|6bn{WQbZkHDL40TTN1^?r1
zdAf%FEOnQM8?fC%TkQ=ku|=lFrW*I-A+)%7{t{c`y|4@Z4lDy3n{a@p)Hi>9abt%b
zT3kZzdi2l|tcU~dZkA5&e$^u5`@#^4LSaxoYABk*w==4&3{+Y!HbBm`&Cytzy;DBv^0oAXy
z04O-PxE%lZ+%lxM=%DggAMS?p9oPEAgejFLS>i<%4iN)4K>vx_FhU4
zlJ#)-IE)-V*mTKKJ>+qa&n_}LiW~R?=@K%AL-|VeQ9rgl5M4!v?qd9dn4XkrGLSM4dzaThpQ=gt4PW9-PKqH5
z&^Wd6iWB2!Vy4=N;oI&4fb$1$D7$;~6|CYJJ%}K|Nl>TJc=qldfk8`F3NPq!%&oTS
zic9OXjT><1HMp~bp*a!w>ULSEZn%)lc?(n;wJ;;pw!s@Zwc#;gzF<5$0m@z0>rn;H
zt>gDN|9O)Ci12{ecKsPrTklukpifAH%k2$n
zLYv!=nAQo6Z=o#qAxh$
zJ!)yaw_<6@+J9Fz8%?My2BGqXmezQ8FRfuWMEmdIMsXoA+nmBwfk%WC?v0&yyp?Jk
z?Z&x}ceK{iKnr|RILbGXzZ|50=}7}8TJuKg75%!lv>&rjH*)c(VUypZ{c0C|Tyex-
z*B0Rf_r$kJPR~cVa8q&c{9bnykHXL56}r)js~8&C!zh~8!&oB$i@AsJ09!{8J+x6!
zAihQ~o_)cX5Ah*aT)qTwCw3|b-XjGXt#qP{H*|F=cp_#AnwG>tp_)naSHSR%LGEFe
z>htdvHVPY}8rndVtK}J-IAh^cJ$lRaw18OtqIDdR8E5EEU3kS67hH1PC0FTXUuchb
z9r{h5`x!_b`LfpfplJ70JycUXe_Z3AaPq|;YWWuP2FzUJRXFVeTXlAEV;C7=B&Fi{
zLKiyq<#%B&?J__B<_2q0H@W3
z8KuOKDXq`?pNh{yW;BB4R=_kKCZ4W=X>5XNd}g>z>$6(xj}QeYzo-0*O3ity)5~Ln
zkRu0}WCJvAsnb83W|Q3SgikBKf206T8Luin;
z@sFs3FFf848RS94&wGagLfkc7X=&m%TynjV_^TM1q3y!mLsbLPFT&6l3soKnb;fpV4GWb%9Dp=UCE-$
z2tXVM*`|^1h#x4D2uB>DG1Hy@0XxyBiJf!=JXt=38GSLP`%|140I_Z%YR+kxYPzA{
zTA&Cv!53c8hVxe*rZ!XSvC&>?aObg{0uSeccbKcGCy99&o@%@_i$FM%&3SH}8|Q*{
ze~)N;HCD5Xh0_hAIe?cBx_m+8s0=OrKG^fkzcjs9U-c{w-avI85^VBTVCV9Ui$Gz;
zi`vF_absXaR-x7ByqE7qJJN{;cJ3^A^d(P!p`D8**BK!0@;$=k7zcRH^Nq*dP=@5&
zxGKgN&FRx_UJm)eUEw=tV5_**gQpv(#VZ7;RvRL^qzYg=b28FeqnQ7()&u?Ab}04H
zuxM=$y2-;c;2a9Rz%6Mf7jKV_k^vCR>QYs4BaNhg6-TrNk^l#*1m{YxC~;Qv)XiQF
zN6M&sE1uCdb+4lN|9W}Y{VDp7dbj02|1wX*e4H%0;UzVZ{~Vco!319Oic?MHIUzLB
zDVmUDG=Fh%pv#Vu$`gfD8|H0r7?Ev01ZIc#rL{
zjD{AV=6ORC$9m_VQ3%#u%G}`#X%-8IyrFetVHQ7mk@USMBnGZxZ+sEk;VPNkOG$^{
z?TKH26yYc>Df^)8O}z7n*g6icC5xI-2c?S>5M!DyEGv9L13?r4;8Z8BbmN&J*76N$
z#R8Zhdc#Z*3oNnG;unjwae0Y!j=MlwNeN!BVGEtYi+IT0fiiv^62aDI`Y4RRc~x!G
z!56Xl4-LKN!#s?Dk4lLXlSSYCQ;oo<7c#?tD7q}37)gfO%04wag(YFK=sxC7>r}Dm
zl-Z|yQb9uMo8}ao37xpb8WsP~LI{*g#8jti&}nZH(M1`@1jjMW=ZR1$vZ2ooZ}Mr*
z%aT>nMEQbs#bgXQg;k$JaETMR@V|wTL4D)}6+cQ&P>#SOJ{!FNc*2a<&g3ZPy_#j=
zNhQl#7L=sM*F5C^;PdD+4Vn-K)2iJ?6cvjG(~Vl%dVF{}o{CWz<8poT*YWJbiaML^
zlyIIwBfu3joZueJo=L~rGCe%0$2Whzd?ju6*Ccc?Hq;rbLnH~oW64v&ADrX75figg
zY6S8;6d#&2Y0BpNun`CU+NHI;0w$q3skh5Q=ax8@LwTXMIBofmo9kHrymZ~&rEPM8
z$mQV$U!gkc?V&<1@Jisb?0svr(HXZRhmwEJMZVm7Q*nWIDvfvv7-7$3Q6tKDjnH{G
z*?0*>*M}WN|J+oAQcPdD0PcG5V{gyLl+wRJ+{7;8PgCtZg$zP6vB-wXaZHCY+ZoHe
zJbt1=chuQr(crTJHQc3OjAW2tiwy5IKwOeV|70HUM^-48`y$wb1~5I4q0aaazOR5h
z4A#wGJPFI-Z}BqCY#~Bi3rRC{dTAqenb(xCG|f=5==aZw1*H*q5&6yW$}lA+S$H+`
zK$eEVI8IKorQu<{dA9Jy2jX=g?7$_(oF+>ckc2gR;@`rPVpK2n82~y1lq&vszZLfm
zb>C&;kkn3M;XDLPH>>?ita*W9i5SC0l#TKRzYGThbyDSE|B=9%q8zmxCCai-E0;M
zR^fKE)?%oI5I~niaR1uN5Zr%cS>8>buR{EAWDnkZn8!TIjl$vInRxW}d|;O^7@nCv
zB;W|Gi#K>OoB&!pJRHEfz{g(cT8)2~JNd65O`m_Ka6q)cE)?PnncRs(-m6y|X$|1K
zx*sQiSL9VzU{LQ+7UaA1*4)`4Rrh#Vy6$U$=)$W~Qt6Xra3tk5!z8-Hlub79parR!k
zXf2MQhYS0b<(minsnm?|CI_hZ{o+j9b2G4ZdJEqKQERGs_*_fuVS;-;2e@l#lZbS6
zf)uLuR+5M*gFZ%l;8Pk|xwZ~@CRK_^Xv9u>%pm{#bKz45{tXPT@?b{-5jlA%f|Jq&
z7s3IjF%6YaNch^})YxSB<#1T>thLTUYUt!*RBdbgjc|AU&;29My%{1}Je`LLjHN*tQXsui?_`=t~_ci=u==^GMem~vG
zN%wPFIQYKL$Pseu|3w6H3s`0)_}w#;*dNN$a+m@o
zmO|j=>BJI1!c^(F$x#7eDnkeBR12Z_BIpt-MSPrAP_&2S_+Rn060?6|MBF{*oDOof+is|AP
zfHE84qKZa^yUs6qpTHe|&ED|2ZaXJ%#;Hz$8@@o=k=(VTU`_B*j%Sdoy5eIkz#?pv
zm4GJ0=XUY6IP9e2Iazf3_5z?+14RIPxPC1VU^!%SqJd=5Rmeu4M%cHKD!Aj=EMN`F
zuyL;!j(r_6n`Tc~I6g#0Hkk;EH|YQtZ(vEv;w1+J1BP8Yvsr{yum?ZfWJZgIn#EyM
z|1X=o%GzYgmo!<)lu`G0s8t2-k)m2YWs~9mYpvl-!(JQzjV(I0^wKC%CXqJG+CX`?)Y0`W^sd#a5npDtFVwK+DOWu~fIoi#?uOTO3
z&iOMCfbY>Zy$OuNC&gs5h?`+G`cIVO`fmz!OdM+Y=aamFdqT1pX8rn9+WHMiu@wSM
z@Xu#^6z8%iEvp_v_!y_fH{7>?j~!h6OZiM*MFeGQ~k(#ecNG!G$dLkT?uST`VTK
zh{!gFDbO(9o?k&!fGb!
z=;4@sbWA0=WByHYEAAAH;P7xa8^NzxuRvV38FHfqR*yl+Zttyb{%7YFA
zO$QY(2+u7S+K47%<3GV@<0LfFDD4~&R)pQD3bj-LD*aj9KpAjqk~fHBol)WXauKX(
zg_BQt6$q~)ruvW}y2+i5&Ek%OO6g$}f<_2iJ)eO$;L0)Mx|9pMPF$s_;9YFnfGoBZ
z52u93Tu1)12qK)lPT@bYVp!L_UbWCfMUX$9_K1v87Wr6NIqAlEA$VR3ya;sU`f{Ie8>AL9
zPmYiYyb`=yyZKxnAoRNv(;b%|qUI3Zr-Jjf2%@!2#K4h3OxU2*iKevx53lLryf$-#
zNDnXbuph-F4Ev6vA1)cpMi3a$AuMGL1hQ)qN4JZPacEv3tlg<uG3`zWt%zxN@JrxYpcz?D37tFBacamvlYue0*_X1C8ee$X^u0GD
zC^q476{OnH4dtRST!#!eWDtK7)wO4a;agV0*bXyU2oeXti0{BCi`fej-$`+WCXik8
zE8*ssfKag%pc+9+;A!JV1R$sk^RGwPI}drNE?q*_vAUo{h0ZQ94^NnCjgu3wjDid^
z(?o}XlM|!0)*jX>k4=n*ofXF>zIufHi(@UYEBz;QK<$sbP!1>w9a!84nl6Qj(^Shk>nL#*Mh8`
z>iItrg5HQAb~1L&yQn<06!)K}0@|g9;FgGJ?;;h6Dv%*!td)qdUX8ui#B5qu4i7e^
zOB<(xc_riq#XVVcCOS*iTY{WIi=>H$fRS5_^wxMQKB1;js1OXFBsN`Xt3J~nU#yFpMuMEU{QmsOaVRJr1
zrFchP$?#uz+lK}b5w!eQ6WySk4h=ChS
z1g*)UcOH;%sgT4J_tN9!k24F#N3@F887$gso)eS(sJs;XDw^OAP
zC&5MAo#)0aHpg+|oFgNmmJsPGx8Wq{VonB8`T1LT7+djJ4Sz9k9O{DX!j$4w^Wk*>
zEDYBPdS1l>yv)(txHs`~hKoifiP>BDh1d%|tBRb#$*ap>!bePS>|H4AXz1rUH&phL
ze^6zyJ%qVv1uQfoGHxjDa=`IQJh!tx(1@wPUnL?!GP>1xDXA5P-_#K-Am}f}zRk*7sgS;AdC$U5GRL6IG&t7
z4&WB!^(jLw8^@jNfX_4T3b|`
zJv`=6e6tB>Uh=eCqqx|$+wo@PEB;bfZ{yLau!*c_NK~|u6+vFa$1$9O;5GLb7{c0Y
zMR&+f;UUw#)Wdlm{Qpc0^&~r4`fGu*-VSe=)?j33V+)!0=+X2On7)
zmU8kBwGN{FY?~>mqtj6SjNO#sos=yk4$A2Q!#8?3hw)<^6<=yCWRc(?}@Uuetm
zb&lP|-ej+T5#D2!4M$HTzt(aOylQN!k#~=kjmYcKgO!h>LR+P_?DLA(*FCHUhZ0>v
zD|diw>0LqATHatMLQU|>6T&O6I;Qm0(8b5l6+VWpu-INFz5d0ixk>uN1s*K@!bh8%
z#D^d}FV>j7_i>~#DLu)Cg4n4>&@wSW$e5TIakwDLRYXm7j)5R6f^o3;n4ZK@gUeAG
ziwReC$iU19>nnqu{*zO!V`juVH=j+T;qDp_RkPmu%|eL%JF@t
zMB(aod6cW{Q|uw*4K>6+ak^n2{wR`gb=XbOUy6+MLLq8V@qn|@ppv3T#SqfUE1vss
zr7i0h*N5DC0iW@?3-K(sOoqj2y%;;WxLzJM=E}nd=8o8r-BmyA4F87he=z^
zs2S`=CzM2dd=Q6w?m;5?(+q<}&nrG3apE)r)nb%t9yD+kORh21yhGa|ty}BSaMh$?
z`oA=4pTPGvKlFrXXo@4Cr4u@qK6{qpnX@O(<#f@Kq)nfkAY#w`Am$(%ZY0~{%W;!Y
zp`1S5PXmW-WEQ*Ll;<6?0qye+((4HB{I#wsDX
zI`_r!feTc}z>4(e@J=QM4*HQeak$5byNW<{6j|vgjlgQc7rY!FCEAH2*t?v*3dRXk
z)l?&!|7?;_%gAGG2;Atv($2pb
zXFi?2;D7a=_w(RCB#Zjc;rJR(2?%Sj4`OoV(BcNGW^pqM8`ESymtPzf5>-!03}1tD
z$@}c^rhVF?A#v<{Z7$l!+ri!RGw_35gJs$3p*$1)1bW
z0jMQ0WKj+bOJViWXp3pcnDBk+z4Gz0Opdqre3=h`wD
zc4=-mz}(iO3i)k=e~E7!)UweRX~~DRjveB=cB(_HJ6Xg(lA2n-F@n;849TKH6kMt@
zQ<;-Rxj+MN;)T##|BM$xTNmyYf+nqDj(-yDOzSLQq9N3dEMxE(FCqrUcd<8Mo>+dj
z>~ti?TM680K>t6(w!+R`tcFa)iA6B+=lC11i2-vV%s5RQD&uTl&nr}+feqqkYACgH
z&4{u+@$;Dht+Hd7mkW@Pe=Xv!_?+S(!jnUYm%7&Y_@dgN9-4yn0ERYvZL;Mfykkix
z499F!V;mX$YWksZs5zAJbG_xg@AYuri>tMX(Xu@hgUEufmo98aDqcd3inYaXUE=6G
ztX?nbBROnFpY@{NvI`&Z`!V<0b3u!%J<|2{IYt8piEcl;C=8FF!aSIQBSr9)AskJt
z0d}{a$#|wr@_9f!E6jRyO1XKgH<@+QDSfzabPuWby
zDuuiitCSL~Qb?{`rQj)whGj$Y#?;#qD4;F!@}TQbp{NJa$FY%_LoVa~-%}G0sD%+E
zJ(v^!QcUR{SS5r9L3FIefj{v>&T&~KY&PR(s5Vq=Gjanv7>lhf>T6=-<3C+`YBN1_gy
zciXPLWKAR6WZNPd{AU%yFDG%xR*!7_V>~_o$w#$EpjyljX#aJ#&sxh)Kt|zzqqSx)
z;^Bc(K;Fw=tkrYX-U0@>U33Z?Rp=4xb?^$Bow)Lss887{u6xlcwivM5R5|fx4PN6G
z{Bz0ohA|EDBo8FRvWR4jTq}t>utmX^VHSP`HfVupA>?3N{)PB^(A%5QY_e#q*^%z!
z>4oejQ5-PRMMC>n99TcD{84obQTM7vIH1s@_ry=ac5EL64DSHrFrE-QbvOa!58xS*
zMz{=EZ_E2)ZJR7m*){?wPpni1m*!}X1l+ITel;Gz?11|XCbTUT5lmLg0Hz?t04;d7
zg%*{<)uUoKFxFb&A%G%w{yc7Ya$gsU&LIrlpbJM}6gg{p0lC5pcm*BDev5~ez1W8@
zTFbFMiE_jD`#<}g8tNtUSSyy!G&1B(FR$PYr$7F<*Mkiy9QDEXu@I8Oi)%{|mP5`?
zh*Q~{iE7i4h7ZibVnE3{+^F}Sv1jI+Ew;|8W^?D89tG=%Gw;Gy8r-aPZUbKgJ`$zq
zU%Q0!wJhW>$6?=#%dwFAz+b7g6(2`_A>8;jhWk2%jzHn~H*P?uEFt
z)(P-@#NGg)*!er*XgsSbpV;PwwV|g
z^zznDHDHyXROsdrNWd6)5%#}?S{_CAE=1U6Q;Zqwi7PpPOyH0A92bYWHwX4f0$q8a
ztL)839rR@>>Ks&A$*d>QXL!2!P#rSAnfdywX-j6;h41Ne&M4?_R+-@{fEQ
z){LdDVbz$Ht{OA&-N2M?96_~Gx`BXZO5Lz3NU2-7&>7GG(FeWPa;?wyq|U77Xr(Cx
zLeXy?%YnovU{fqdDBm=Jb09+aBP`I1x9?PJo-6XJR~x7nXh^698^jME-_7Mq2H1xH
z$DkL9`5MDe7U|z|l0By=r*F%d_ME9k@f3zQoJE5!enMi-%S!TW*NqqF03U$X!)inF
z5|i5LR*(l`Wlt#-QwOePd)hEF6HtapEcrza$S+ItgcbSDgT-{pwbqk_oFZDy$Jnh=
z)+W0YpMfMnI1wiEyY0ur`x7FhIx9p7_bCxlcxp4BJb=H6W3}Xy=FFiRK_bybv}Qw~
z3#Vl$g{DW3$)9q;MD(-=7wwVT+|Tg3?IHJWTp1c<3CU63VCA;72FBA<89cQT7WJ$p
zm2GR6dV_{;N&^H!bWLhi12-qM0R9q*kOl)?O(tOrhlmLpteZN+s
zkcYh7lJ|zkyhNs#lDFV-C$8+*R$ifGUAXc`tP2cDoRw*Ra9VJ8G1)8%q|JU&6cWag
zs=5E<$9g%IY!^rLP%}1tkJuJwsj%>_rq0oI#q{y=D-{U*go1drC9i#5ZKkdAtuK4x4?;G;ZAKZbo^$
zY3igMWlL~iFl5@cC3v5+C!U8dT#cHHJ@IX0#X4j2oGjlKAI{<75Numgke&m|
zY#Yu|D|3uU&%sSgGY8CEC%TNU_Fd_y3dYfCba5OkXfrZZwtT1|rEw&_w%rqh(jdxI
z+42#%&^RiE6azq}C8L)Fdn!@B5>?~*%rQ%XuT=IV@ccfXFDa}Fz9*7DK>77!gF~pX
zfh-(Hs%{{294dM=2<9i3i64ACD
zeNZLR#(CNhvE!YScg4J$;6Z-u&mw%gZSHtJaBo%&9ZvJL%Y-o#+ct|Y6^Sv%zMSBG
z-ofAnSAS?_!NKT#?N-#@rjO<=N4ZTOv&&OBn~xmeHhnB_
zIl65+SctFsfW|f*(uX+{Y--cT?edHl`8kqpI>?r%SK9Q6yd^K&^dgbp05{t7gLZii
zo?X?}P+Zkke+X%FwdsfQTHK}|#(d;pn?8xROAsbK>b`Tc9oF-Tqf2nDL_Jq>}j-xgmV3NRrfCl{K
z2K;R-gpE)xxblC&<@mmn^k2ksQW}_X1?KXe>qgpPt@Y=8LkSBrKE>|B;w9b$WOxAr
zy+cZ(0)42WuY-;g;E(sT$tK-2xcsH)rZtz-8w01BvobGzegnJnFo#7^0uIqmT-bp@
zz`>QT2AAWbuX3&(?tr0y}zQ=((>(Yrl6q6fv6y_!G9x~n9l_#
zXKFcRh?{Y~arkso-ZSDC
z*v(ZGUZBTI2PBqHu`&=F{{%>S_(zBbQWHmP@r=rG8(cdeoX15XDCY|y9855dZ}_3r
z7>LE}n!rUYrMaf&K0+sYh$9X3b?b18Pxm4}7ed8sVJlO^t@Rw2N5a?giD%uyV-P(+
zw(!wjefLhz`v!a(#$_)@d<(O115QoU;M=dSVl$xtN1#wnTioaU<}JD%Y$sVX=T=yn
zj@GD8TQY#Zu+jPfb_u(a$ca~`v2uxl+4w67&HHlvf7Z73;Jv~k#GLs{h3@&45|<(z
zXH~=j)+Wdjy7hJw+KBV5-pm4KjyDWttOBs!T?B22WDmO4KsW
zYzxC9-=D%6Y39e5+&;wx3-TwyviNo5pe>)m?4S#xQI2c~hM&FQ$JTEF9$c0iw9^IY
zz=LRuy@B(y2;ULGi+0;kp{4&)VZnyG*}YW%VR_J29ou5%7p7NUKU_IpnUNF%}E1T%;)_@)+q%Wk16Ox}rZ
z#n(AO+P3^(f)Cp{!pWiq-~tzJ_Q3sH9vho8-S7pw8bp1~O}KzS&;^YqvxG)>ikoqy
zR!7(ny+%F4MB&O`H;UQfd$lww!{_Imf*mto*!>JO!JG4muOfjHLcGWE5jH|&Lb*1)
z@G2Z$*l8!>{dgP&NKwN@D*Ha~Pn3P&q$LI22%u&Z!U5?3KhnionEDtFvEsXr?^kN=QEl7Aik2OH
zX2F(kN3NZ?BoJ-X@F}e1ZaqhqSo3)NzxTn!2l$~W3>3uhj?t(?4HQNXqz!+ijixX5
z+M|$z$8{ueJ>H0d%6RDEG3V&v1--(s;M`sHtZ$Zu^TaNS9-ipI0vLbP>=y`nTiCfD
zH#w<5!ziQZcN8sUauW_9*@+N^-t$qup7R+sSIlBXczNb8
z3v89iXRzMPU$m=go^`5O6!gu@Srj~DUf%NHx_ORatwqeGYMyg-RZvKK{80qSFhJvU
zBRn}5RcbAl;KhS71dp9>$xUFpx-#~{YWCGZ-J-7#4xWUZIuYgzVYJ3r#
zrVGMf{GxlI1))4Qoz@206ucq9)dB8Y9LVPXhqW((kNJ52&&*~eNNkXmxPyea6Ql$o
zAz?$}tfQ__q?Dp0N*x=LU>jSvQTI*1jykIAj1Us4j=Hb9kI!27t;qi0&wO?xQQzbB
zd;PuI?C0~$%rnnC^UO2PJTsqXkcoUd#;&wu+MD2z?nwUu@-P=21`NWvRR{s?4unI^
zCs1EvVv+xn=pF+cDNP43y_7_Sm^@(*u^LiV^`Xy?D6({JP-$!3VpQ8gIflW+V&J7@
ztF?m>cFg}m=f`A{SW(AGv4UQg0nd8_AgvYrDpwH2(t3tkkVgV{H6UX1h+z>ahaC|w
z0;k2woDk=|SgXdqQ%SPi@{Ut-3?d?p9Hi1Yk3@2)4WnO&{*?+@^eW2yjJwm|y>9e>
z#UW`dI~`Q0l9oFY1geT22U}x8yzmzSh=sQlDVm$5B;)Akd5Vxgr$A`3F_=}Gl4g1Q
zPo9405Sp~qiGxHcPrn|-l|aNa3>tSz0v0d)I%9v4CiatMX?9W{K$Ls{8!|Aeffl1`
z6P{wyc2Ji{ujpUsDf);*J+~M7n8Xf;Z*Z%aE;X?dEx|0ChXGBL&hm?MLZHwh?z)M8
zB1j5kT>3?kgT$Bo8u1aB4Mr4|l7Ls#=VJW<)j{_d5#uxgkH`TvBm-}dydc-dYKWSk
zSTVhkP34Oh(6N>3k1!8m(qB;*hz;hgq{yR8&kg2XNqB1Eh-c8+?2TwJHBXpGE1aQG
zWH6YL2gnE&ctHb`hao#9U;rl56k{-t@ryJ)h2;qCj6zaJ5V!E)WMENT$Axf|s5S|t
zpw21yfi7~?ff1Zc3Gt?Nl2!IBISGLw?=-`|jWj)JBKM|d%|jmY9Z^V{W{SZyk9s2>
z6CNQ=YxdXyF^^~QrtJ>kYXC(bZ>EQfc?spm7L_L6WRc0q`~7enKXD0G!5VZMOa$wX
z_~YyXV(vdinB?&H+o(niFdzhnR}tB<;4p%Ps550_$4vPsrs^}@BwG5{cT5GX%pTw1
z757A0X+|)ZUH_t2g9*w_P6fD^QQLe9#>xrFe^FD9B_*A5)kd4^)kdHr1L<7iynMvzgAFC)2DSRrPs<
z{Xj(WElom0utMg6b13-a2SZiVD#1z@jt)JYcq5wOzO%RD^Ac>VF^@g~*Z+$;Kux)J
zzGsr-XLkHpM<57h&AB`Y6eALriAJ|IRr)Eka
zF#V*CoC$IiAVQe^SmKR*8uy|M0
zjBQ1x6m3Nk#xZ_X2_Pq_ROKk^1v#c~4M@|G)6|dT8k%n@{nE!vYs(_Rv56-tGI5O39ELM!Sqlgq
zh)!(-L^{h9Dve$F!Y~YSQpgkv2i)8qI%&F0GS`cyRUkDRJN}PJhtdp8szg^bc6U@{$5DKjbMe?PX>3{RYLvmywO`WyihQYJKVj&dW7UARX
z3m8tN$h8MlU$$XFmXWvYF}E*{Uk%4s@zY3PNfYF`4*8xta(nMDx5sjOGFMHX0!$mOD=>mfguYE
zmvJ+rBW7x{xfsot?A65}Q#sJOaCm}6PA
z5w}1~_1@Yv`xQwd%(ZD!szWn%$-kgNc%37wKC#nHr3tlRPJjpdDI+%e(i%UFG3_P6
zjWoN~#oA%As(!Kzp-&R88`!hhsxPo^)(rnTI&JDz;$e(Q8eH+FpC~7w#;b(O0XBEU
zn3~~8xk`-AP2hPFrsqx2I1;d;bS0PATv`K7fF^)lxCt2@HxS83CkU=CDP^VzFC*n!
zO8HDO^aPE4M4qO=CDbmAS@nVR0}VV}!aM2)g<@3K{&+34TSFbZE)R!womFZ`$m%(ufNIwFM75ib0b?gN6ELxv5dmELUs
z41kp*tpI~9O!*K=LT4}?p&MkoT2DeS7y#279yk>TIBl-CIrRe+LLm=?=io33x8z2<4p_oMG3`
z9VbqdWBQ=&7+l0b>QiO@c$%Ye@)P5cx<8zLp=11T3^aba4D~GZ39!`JV?TMO3?-`{WY2GF4Po#u9_p|1aqO;VE#^
zF4g8I@n=T?e>#N}%VX6oMYEMyFpbO%n$XDhA=~DISs7#gl2P1@)aB>|+^c4_&Vk36
zc8XKUU!6|91X-@|85p{?NpQ>4{*yx``nEzYNpX`VTwNmwpFSupkoS|#GQfHz{>)?Oa;`|N9*YzK{
zikt!=<&4Bt2OvC@sX+-!ZQRj7!VcWxcV%mShBd4-|&j7hw_Q}pS5S>l`
zk92$Mkl`(9G7(V^#bDHWthInEt@JodjZ6DBx~v_%trkU%hdOGz}SF
z1ISUjNxme|c|F+cvJ_6mLz7VAWBk%L)1(xrgs*iE^#?_@&ea4M|8U`a%7^;#xX9nP
ze^_6e|6AV@75~0#XD*ywBUFPw9gQ!rtK7|Di4D{{eZi|3lT>Z9;@U{Xd}o81pBGnQ;o?
zHv&JYVTdA5CeSG~Rmwa28Pdk%V#;$PT9VCmjien6gS5ARYrHMT3e*)}YSF!vxChiF
z`lD+pPm+jXFUJHNbS>rIA6-jHU$;5+9s?bi!5ot*4ol-Rxq#vL2HkWUew_q5J#E)}
zOTa^G$dBNMIV`o7*2Pu}4`0$l03HJAp$r~M&_i)N)WieKYnun2W9V730b|?Ckmli!
zuj_Cgfi@;&(=pz$uS~9uBqII8=s}|gDANpJRcGvg%SHP5e2etUd727#h0C?Gq3XH3
zYxE4t^U)gJNMAM?Ol@e9uKTx(bh?7xVa8o*3?k0tsO$8^?t5XmKz)V8#7Zp|fFET*
zOJv!CEYaymq<=})nGk)%>9zhKhX7U{fLh1BwHu+2aQcEQg<+JWz8I{1@sjI;NV$vL
zc^AQn6`V3F&A>e5g%Nr6QMc1LQyQ%Rfe;>5F{=)z59iK}@;;D4Q~;`06)<&KM$Rds
zl6pffzdqLZr=}2Mr^a_6Ml4zPglhTpePWxvs%aNeHAXUt<41{tl?r(?5}g^SM%fk*
zj!Yy^AUX9R&C+_#)3kn#(6nCCRp=NBI0+&tgRV~k3QQ6z>4?Q9jcTZTng_1YJYd3<
zMDqgX0RsU~;3aLWe|BP$U`T;S%V0VRu(3H7GXm7(xjQ|l;aQH0bbmZ4^@EYU6JDPE=8<(vZ@+N@~KgBGA;(&j4sC0eXEi
z0DOtI&s4x}BFhvgDq@^w1Wlw!}c~
zbXS#>>7nvVZR9(Od}^vYWK&r{upQ2_R`~@c^h7wAHyyaGLnt(h4AYOeZIX9Hg;_t9
z5<7rvDy|ITiMz9Yr3GQ_2dv5;WZ-qf6WlR}Ko7}V28z+}Bfki+sS8;=qe<{i$Q$I~
zgP~03kd+2}nlDE$-j$}rO;1M);3Yu&C^qK#S^&SK7qfn0G&qt?`EIL#(gdhXJUb15
zgIqK{m)tALJSvZnCb>&$B+E*BQ)6={uV(cz5I{ez`^hChsg4yP`K;{vF9uOhIWiz4
z=@$&VQa+fF%$~)Y!X0YX{t=E$a1l{rI`+09BP9K@E#|Pw;E{5ey1xq1gJq>Jl$U-0
z3R$lpvr2y;(i|O&;|$8hn#lheL_53MDayXcr|hQGiArP3&4*)
z2BtxmBnOImQw7TOM;Vgyd8iN0die|QR*ca>mhytSskp2lY;zd+w32$2tANKX0GLI9
zCm>5UAl(m`l)W_o`-{e6Vnyh=Q%m|XpBI>=~IA_84EfUu@DhG!$k
zC_j$CyOKx*%tH3u66jq_-a>QqQeG-#-hIc!EZ5H*`*
z>?xK0pn}E?mPmG}NOt}MNd}dnKmhqU0y5f3{^u1JqW)W4&}5y4{Eo(5QQ`fYZmS<2ABQsu%pmI@if(7Un$rkYcDtRv;2
zVQoQhAh+G*%11{0C#CQj9;h#J=NJV5%rUpWP^%`6D+;v(XF7$J`Ls~DwZRN2SCT-Sm@{2a?xI6%qtx*{3jLzQ2LkYw3ZQ9C=|q6eblC~I
zjArn9V1z9Sfb<~XvsI=iKf-L*ep8J4A3fQXq{poN9{K6DH@$)r5)2cS-jzKNAYEZv
zU^(sGBi%_y17h?3c-^(VAB|yn@SIJQ9^m>@eWQtm
zX@p~ah%W}K5(%oC^lP94#K(~}zdLU$i}+0z_jO71P>cIoyAbw$wWYKhLJLQ`U9a>dMT-^WRXkYxgVnM{>ejAuqd&xj
z4y0=+#p6`cM|mmtrThP+?%{c>XA2ag^nLiMY5x=
z-ZbZahq|oO3I9>dijI`&l=9alFnc7WY(QawNeT*fg%#?vZ)e@j~
zrxjG$l~b6=9Bt14gOm|t(Y!gxmKWHIfMg0ND?enHLoor%5NoU(^uO|hnq&Q+
zu6%!sMG%@De93x+_=2QpyPGxqL)S}83%&#zmpkonXl!<3GcAzHZ%HGy2#r4miH
z+_58prl3H5NJj5kTcWg;HkF8Ge32fEgLBpq=tp|D-b6bc6w1R8N_FBz9MI*q9z~TX
zw4QEA%9~$Kp$j_$TP@1c0i;NjH>ko}Xrz40anzj4$ZEY&!8eX-X-p-0(jkvSv=3@s
z4C3SnGef!^U{FsaFLofZuEc|bWIu?p@;xzi5^1Fq&`ORJNnCGAiKCR?Xu{j%plPcb
z-4Tk}h>x~w(uhmxe#X1t>W?E~-_l9d8P@p?SrTXZX&(JD8$
zQb{t0sZcIU|3>fR&ZqgBhZslpUXV_Ro}XR+oF2)m0jlU9Em1P)ArWyk-&t)^Z=^W9E%*g$f**7+%lZge
zi2&!yMwhZg7Qtbt0mw^TK^vRav4G|!^h_KGO$1P}VP3=aW0C=2v~sB@QtpsiAhtNk
z(WUe!PSFTLjn)oMwoy7txg>-;N0%*#3L0fenSxv2)NyCmyQ8(Xj+9Pzs0`*ts~Eff
z5n0=gC4*daSXVh}aMMXl?6Yru0sZ;Hi##5`N~q&MsftejY2oAQT0ir>vH6BUyJ6Qf6u$~0j
zR&43xMq2!_m8Z@q&FffLaP1u#+MJY}4q}0JPDLtcp872A4
zBxzYmwyz}Nrg>laJAnEsn|wYQB<#tVe))s@zLV>v2cWKfc|xn?l5BGI@D(+RYGkfxdJzpw0!_BkwB0~)6fpk
zM#)P-v$EdtA}#7Aju#ga`I+>B8hZnaUB8=5XDUQETV6y%@DijY`(r0E%GIpmg|;e%
z=}!Ur!|2aDe}|CGaS(>iN&*tciZL8S*!6LQoq7@Qd`rm|lmOPbBin~k`#26i;&
zi|j~|y#GUV$2Vll=a24q2OtugwIE3@ndukyE6$X>q)!OZ%Q8}3uhueBU5#u6smrGL
zyV*EmhOfSiHdk~h;wL>|!z<_OLo-z-Lk+2YI1cZ&QxtEBBGrvUJ6B6l?oaRq)OzBr
z(^_pS>B<)(&8d4}y&*FW9#Lkav=1vHcQC?CJMxE93osAj>qPL4n)e#NIPB`>4EW?n
zAE^y57MuT{u4fOX&rga%Il33F?vFmMJ)NF`Hb)BFz_uBPm
z0EL-58g$VhL0FcAlKAd#psWc1mxNwK`zAaZZLOV;(%B49togftgrEZN!6BPuIq~O_
zY`_rIqq2Oh#Hub-x)MzoU2;fv#QqIcU;x*sf_C`D#4K@@!54@|$9XM?lCl=YQgrfx
zu9P_9ArTuc*{-7HK#OQ#f}tptV@Id8=lH
zXKdPdoI=NH>Q|)G2gFAAgkE%m8;&i~#+f08ZcnpkrnxfWS|N(dZaXh;FG5KKllF}@
z4|TT{pxez4A|}^;HoSxy&Ji3L2iErlUfWF?C1l4W&Q?dp6iHcOLmH0X*!7{v6O-mI
zjRqrG$xg`v6YcskL>Y}HhU0rmGW{Y@K7x5;VwbZ@qOd9s8@~a++kIIU+tyry6ZO^*W_nrQMF+kuK
zlNPoZ#~owR0$O$yq7`dBuuey6fIYDqY$BX~NN!LNLCeiy-M-Sgq!UMjPtq~GdMJck
zx)gHKO6L{1fnaar)Han;5p2wZpk#go&pL|MtyxLWO^)0~yZ)OF;@j4&c+cbU`KtO^
zB}kV-KG>I${RqVybZD240
zq!T*x=YU|Pf`hrZRxp1BEpsbqOclf`kBZ0|0{>CNYOj1XNPMW_RaYm`H5H
z>Ue4)bIRi#*uT^cX)k_lgYR7@!3`a~*RK9UKgXjfFhuffIC_H$Tz*a@q-nF;LmpFK
z>r$`b9lU&tcbqSMg&&uMPBEb&FY%;HISzS4?w_2wZy+}fz(WAg0IY=Zw;RuUMaSB#
zSX3<9D`#!HemEX&uW|fz4w6Y~V@x4)@d#{9@gwWba9|q(fOBK@%l7KV>a#Yuef~VQ
zRuyETtyOHS(zl3pkymL$zQ;7}U9^!9rTC%QN+`B~bia9)ph}X%is8ovM|DF(isDI^
zat~-|`?NT+TFX)Xg2+#hqIk*DUI8v<)#4d6pKRA8m*`VSplsO4!)^c-{1dek1paXp
zTrCU2mWNvIBF_M52ecIX+OfdWonh?Lp6Zao@I162$MJSh0f9WzRA#7KoH9U3HD?4EvY#m4rmar2AV-nH%_U%n|5mqDoOR(R<4
z%dOz6%9bEC|4wv8KZD&P;1Jr_FUvLH1b(R*!A)c{+O2U{+qoCZ4W$*@1i`}$r?hn-
z=<-PfN|GE+^g*-NcSQ`LXTO6N=A1nsI!3JO!2Gx+Mr3zj&G@s{qHsr6k++QzwL7xF
znu#D!nr{7C(Zg#)@&R|JfP4rFfH|z4^21J%(vd}dHi-I#780eXX%u@;T`}Nb3?fgf
zLAR~~n>5I9Jelqt&5joKjx3uOXeADP&H^;G3){ux&siDGCOqgmu{5uWg-Hs>T{EO5
zDvBP^e|2JYD*Iti(_rohy@L<^V7B<%x?_AbL&dZht|kq}`v$=~vj)6bv}oL!wbdN1
zRA5$cr*fVl#%!`BYfCYw
z3ma6p9#W-waI=Ld+?AE&Yg>rQU0Ex>K3fd$%8r$CEe+Y2>W9b*qv!e9+x54RO1fW^{q&!VVeBj)h<%Iv-9Q7MLLL`L@5;4
zA(x&=q87=ti0T8`m%Pd@%d~;4xu(dA
zN?_iEH(sbiH*u@j9LGvnUJho(8BechDLjPDWSR+2T*cC%Y-r_!TI{AI5nJm%%>kL8
z;#ky05i*Q57)UTK9ci3Rba*F{7U7`#jo
zs+C24+
zI6Q$VWe44n6`}@bg=C50{Ia}bO#m8J5TC&cAc
z)~Dj$r|6nZ6}H8gy34xgs-u1xSqPT#PA8
z*?oy1VPSwM?XHUPli6RICl9owIz2+JK0rxQos%wzDO1>3{#b7*U}E)Md->cWoL7|Z
zaA*%T`#D|*sIOJ!D`tW#N@o>fu~LoruK0@bs|wj8A$H}=d5K{oUJY2mA;YXQVu6`e
zDA*-~*rK26Z8>OWUYtk&Db7uUNd9%(DUz*ES~SyH7%MW_?&=aT;k7y*e-p-;%-0e>
zgB50)&N;4@gqf@~n{{=Xu6Q8~o8&S0u7SK#es+C{LIq~A>E0YaKGQeE6of8J8_^Co
z$>W^zE2U~2Ci&zs2A2dMykbuD{cs-59#9Fn^TRSfOqKD|Mba!xxVPNJ@>y&nujej0
z%x1y9)}FMWg^L2)X;;-*wwFD?<|Y=*hJ+`%i2`$2c^>B`s?1^KiZ^wW%GR#`3=f!v
zl=#D<>l`+ck3T6+%waz4M~gCteaER__;FXl
zbKH3Z)UF@NMS}&bE!T33X#tC7yjoRpdLe`N@`z}&h}9~Z(TP_5{lh8FDf&&>B+QGL
zKU*obEMmcBmq965jhO0GKd3HcFXT=7m?!6G=PqWI_=Vp^z+zU*V;LjDF|W3>Yb|k$
zSsc@3K~d~m!hAITE_QKg2{ZFs+2ZS^tbDP|>>M~250a;V%v+_eT`XA2N^8!d#Ezw`
ziq~M70Yej8m@kz!e~QOTF(Wt67KN9AYZbFajb$)uaz!o!(bu
ziFNo5oRXDewi(k-w@$?#2jE
z@wZd%V!zUQipqV10tQnFiHKI*$_8vz$`3u2jt9iL<*a5qf0-o{H$@yxC<-SHy2`G!
zZAbo;SGId<=Opx%9W#NHFDl!-E61+f&y+PfJGU%K*xZ$~nIdon3t&q`n-$EbY!~Dt
z2htSOZPyodl#ihDV>2xiS71!>@(0C|m27IE3g45;>Y=Ury$D&w{>95?itDRbRo-mB
z@L0{h;ivYAF{{}GpLY9z6XPh;fM7K8gbWS|HQFbNuVJ++Hh%#UrQzAj`pat)1^C`!
zU{(j5hGTb&=(`3&J}X1)T7&)^l_Acq!GzN`L)h0a3;!%rY+uWw3b!38iSg_*(sfo+
z&oYHu;sC^9ie6fKw5a_vYgQ*2J|et(?2Agx7}fNt?u&i+^w#rsA{G1m5aOG9?il6j
zGNNC~$wY*u>7wmEQmpuyMf2Y2;^EKCpWjQjc>jxeGG01ER9eSE3O~nU9L@K9H$v7Z
zjO$oIetM+%VI8Yqr|z9Rwc&mmwYE93h+5k~5Imxnv$nzs;@LVD=K2T3La=n^Eez|K
zH($D2^jeR(X!I^|W<8t1=l&!HY+zl*u=T8waVGi*pGO}bQH_qI*p+afR~G-E^~L-Ibp9YfG1
zrfLR!#wmEBU=+W_6v8p_H-6tWla)25nqthZ?#5_@)v@ox338rzQPxVHDw`=H`AtvU
z-jq%5De79k?wM3yLf5Qt)SC3BC-%Oi6R88z;eb`q7Q!33tCH_Gkdc?)8q(URMr!Dx5p|-|I{O;ZT`H@m
zWt=TU;6`ppw%7b_fI+t+XN14l1TAd5vK=EAmn+$8CN{t~ytvW`J}fx0po4->DlX5-
z5QSR`ZW&Et6MDopULNurbdTtj8J?7VB0R}nXhd&k(Vf%`W&g80r4#ncU_#P4ORQ{V
z=!@?QjEBG!`hp<~jN!InxcJPlPbr_+Gx%ic$;6hX)~>nyl~rLn?({oG68thc8a7@~
zU^c&83>u_|$aJVPnMoOckkkRx>PzJ&2B@`(G@=|eGVG7(wfPHdga(!Lr=CnmvK@p?
zD>62)DwSW{BQdfmK2j#H<&~e_@09kZr?!>)US(FZGCGNQ?e*0DaI&yI2IFmm|FR5;&In*~@jM;*D_RUuDVhdZtdk+wc
zx3X>gr!DIH^ztI-SN2Vv>wo3v=IJIft8q1<>Ov8AMZ!F7y
zW1AT_{b=d5o%LtDqFL~g)*>(Olt8^ocJuA)h*Y3I~sv|yKt`}#X`?gzTA*2cwM%L$>}VZ&ps`7rn4Hn
z$z`FWvzlCYS@`T_YJ1Ll3X%OWF#^%Cj(FlGJuUM$UG6^ag7
z2pZv~_mYQ`mAHi>Za-VVxtd&j$%1^z)A1_2_Q96x`%acOy5!IBWPXl)xD0l%AO}Nx|UCZU&;W-*06BhZ0xV)Xm`N(3N_#CNh`DWHaxoQyTi%V
z!cXEsCL7Nq9LZPac2w
zq_cL}#5zCa{wbhPCnu~L8Y8ID{y#~MG5U7kflMyzEEq-p5ESXFi0Bg0Iigd<=h!L{
zmk+U0o)1rh^7E4N1t*2(Fg##e{uF;4#@cq?pW@D8HjbD4Q}q9x&FedDCMv^v>X$sk
z9+?edTZ7V~KT1k%8=aI^KduafniM^G=e}3G=>&F~TJdXz&T<$Z_#O5djWp5yNj=rM-m&(#M5N$7PR`YkK
zJM*l&PvqG1E`?@gAoLdut`g6t-KLW#jp!(mlyeXw%?3bRrynT}P5
zJCM`M=XgOxey#M|(PFqc03?h!5+dy*xnt;M*VjF&_DkPsvP;CZBWwsCKTov#gKgpW
zE(zD8tP$VvL_{2AmHDD0V&GA>iQ9e`rH?^D_dG4yA7h{CLe_wcjWb2~lu8f+l?ky!EQ&`fUFs`HOvciW`ttw!-h?_A$1l+&70QUk|iB_scxeE)DRl
zky3Dp*mj&%>RN;HU^?xQ<`|D-{lk^3>LjPM1W=iXG2~bU^;V(|(=edXXWJ_$LZ#A&
zf_}rR!YtRv`qWmAMgxEHRl{A*afUx#K7be@g>r$U0F(Ri8
z!Zzl}CV_T`VMhVv8(^XjXJkowAyw`&`I6=(h#x^BcGD|%oQB2pHuQc%Bgl0k4hlgW
zV@x1s6s{XLb@jsK8aQ{pQtfi=dB0NrCN&r(Tk4A%tjEcVND~Sj#lr4JEAUy0LP-#U
zp=0x=`%GX}Qcq#~nG7XtC{f=#?8mhbi`GLBz_
z{Z~$D0KG!pt~R@fWQDA94cSnTm~&G|z>|mrBIyi-{NW7C<1_Gu@)iRvf#;cl@iKo|
zhF@S>#?QPKqc5^Pe0U9U`63&}uiX%BF2N#r^tD)W3Cq%1X`=OImc*YN5=SqyUaY97
z@fRz}(nX8ESQq>({tKSZEhbUp3JYO-#FtlCMv-Da5ySMQ@uT#bC4#QP-?Uo{xys7n
z$9$Ega9frrevJ((p1zg35?@4uRItddPu(SETw~#Em*wO&HjeReH$?jz>_us523^3i
z+LChpAiyORHUbb`>Sx$su!iCfzFIYqI+EI(%=SSS
zMdnQw#(T#Lev9>XOULR`*=804Z?Uetbh602#o{XNoJg#OP*^Lz`Vge+>~L3?NQkAo
za&fANyv_XFwgRGTohk<1W{df$38L^F7*i`Jh=zAqb+_*(U?82(5l!!~vciNv{IdyS
z?HxFRpC^fXcVG=pO%fgMvevw5l2~$=H7Ki1LWy`#O>)+o)@BersdbclM)CYEt5tSu
zzV_-;++QL$WW1eSe{QR2s<0@xu0~+l@s8>(DOM`1f}0OPF27eH-zm(~?cR7mTFX2o
zgwBf1j?LpmO)D!`e+E+2roVX#)aEePKCUj-36h0jtB1I{*hT^P3q1_YW$GVg#Y8J>
z*0=!_BF0j0VqNlU*Tn90ht2>ios~hM5ELSXk5t5}9PE!nv>5U#M~j%|-ecX1Trf)!
zx`7`hV2T)ck8R*tV}-Ac#g*8Erk^M2Zzp$1pyP4Y65ci&8ys+R4BA7h+6Y81ODyXM
z?hxWXRidkjA7$7iQSLsgS#$JEF&ZmKO5jdw{DEn0T+c0;IZsrCdak
zZM1~bV%;$fyi)dmFUmY%fx0PaR7-+?94U%1M$z#BeEM5u`YJj4{2ohg^A?#U?ntFwKi!*YwhA0@6ogqP^XDDmzgYgl4ET$U!v
zKt>JM;$w}p5
zTQ533W=%octjEky2uziJyf4;^+mBgnjrlkrZ}W7R2@jPc-;kL=({eq3B^@u)qL6Q!
zz7f5iK+6plqn^Np`!BKR32TiX>l0Ro{Vd8nWxvkaG~0)NQAdn^#%}SJYen31R-O$P
z#^rp9)U#9{vclzBf)RCtMvwD8s1SuJM-1$eGT^O75>etC?5_p4B8
z+6Y*RV*+E%h$NR*^WG}4`z4Fv3s;FkuUI8f^EHboyc(zEz*4)u(`qsLH9O8-kBC-p
zSX+-V6OcfbjWYUsvFZ(0`PWv6tT$L-Zdf7Syuo5`>gA6QP6Vro_@Ix^ks
zms`?T@pJ&s^b-Z&!YYfcA%fpxkDzsb(eW({=;99pJ|=A>OygcKjV~qC90gy~JD8@)
z;D&5vofYIy$wpLAn&C_48i`a5vPMV%oFCvb2AI6}>gsZF{4J}XzxB`NT}Tw#ci=$h
z>Y~9rHqhtNI3gcPju;2$2U+&Y+%aPNJJ#!q_)jHPfYzbeUb+f%J#uD!s3WtAMDlV{
zf|@n2S5KZs73J-$X0Z%t{CxWjFGVjqcyo4%NV2ms1&1LWF6ydZi&b_OSm_ZaFoZg{
z-IIGMIO6~j7_o!|^{%p_4+QMWK=Ihle1i`xN3}Shj2uq)$!370JuRWia=enzcB5i*
z2F}6eDPQ~ou`m7jfyHxX@)~v8ydZzeeVa8;WfK?6VXAEDjZzOF(jUe$7D#g|@tSV6
z$3Q>d>o4k6;$QLths3-}d<1{8KzRD|&v~P4(bu1!=KB32G=Nv&Pxpx)0lW*}yg+OV
z;1Pv}ERbEUEbjSRW!@0`GxJ5`Dtw`FD$Eddi9<5yZaeHSjo?whwpE;O-cOw}6Kczq
zT5(#aMVoTuLant#@QUOM&NriRef?t=Mnudab;i@
z+;iu2y<(pY-rs^4^kkXZ&%}n_P8bqHYr|`ZOLQ#+uI$dF^%f^)TZ_`HYHz$WJtrB?&t5G_=C+Xj#cF4jKx7B7?EeM
zFWc=Ef7roAGr&zHD%Wa6-6Xj!YO}rtStR1XeF_tlmtD#T#(vkvJ4b_2G
zzy*ONDQ@&I>uV4?@ZXO*KoLMGRd_lTQ08?bBUp9AixW?=gbNpdyk^m<_!xwgC4A{{R4XrriclY3dT?OZ4=rtHKi4%6@29s@@C8<$>%igL_tkm1
zkxu~<+6CV1kS`oq-Q^*@sNf7`&EFcFpG!hPoU+S92yjTR3#-UEk6){CzT^1ED*
z>ADdAyULocs96dA;iOY$_JDbE9QIEHb~MR0!KxSD38i5#OG06upecI#wFWYT&vs?1
zwrsq3Q-p_jUV$!hEU32j6peJe5AV8CEY|U___?dX&5H+e?PL+`#e4G=lf*19{+)ld
zNvIdbMK=Q#l@^S@3w
z-{T0xrM04X4m-tHPY_BD^DF56IW#RD>6x{xZ*kGjhsT%w8?%y4N4~pQ2Aj~XOi<@Y
zl9;pNt`G0>tT#gRnx3-9BCT>3KY#)Jjaz^P2o_C1KI?dj5xDL69cW
zj{=RKlIWlaheQV&MdcE_T%({K#6Xh8TnG26Hn|-+zawO!Jgi)GulY!LUIi*@hw?~1
zVVor~l<#Jqby4Ns1~AL*`fFn?O&ak)#*2&<0~$jBR*kXz*_fLdFY&$T-2{Yh9Bnz&
zgr8!bhex9n6bnj?{LZpAoX_CAQKD$noZsVZ6GW9rUX52u5FI0VGG9Exaz2v(OT(WI
z6)6Tjj3*5hFAe-DpE^X`i{?*S2G@p}+Z+<`sG9U3T3f@z7y>a>&IKc-s;Zo*Hl+Y%
zC1>McHES=*8bn#w2aAfWd8b0-2C2fip{AJ7n%D5O49RU@zrkW>Yks#>cgiy8*{~S)
zGJ4RNVTQDxC*-W&e2~}`!+(xjTLYYgWf2YBPA~4QT8@gV1xgxSDN(v`8-gU&g_}HX
zy9;KzyvOFE2BIpQL$d1|;fbVfP<4?R%R@Z}49?}C{%cXN4Y!qWN0#V8&vWS_OXK+f
zQK&6n$U6@ZYuobk#;H{$ZDm{Jq3uw0&_+(%A_0;%CCW)#IkZGNZMBp?kJEMz6(K%e
z@|Q)nx
z>e1xXC?u`%KUr9_L4{7Ykx=4g{#PpXdSm8kzCr+D)Hzz?n~Oq0H`
zp%2McNbDD#j^RQ7bcVF@2HXT0v77v&>NlknalIc_urZ;}bd$@_gSp0ENG0EGi+E}_
zK5;a@=nGDer`QEK5Z)hmL^bx;CD+E93>Tc2Bw$*c7Yw36nJZbY;afvv;@-U&b8ov7
zDYjt_67uM(M-ikpx+?ZCX<(ac9E5^`y+{tbI(f|x^0xW4Lg2l(ui;#dF&VvZy22eF
zM&Z)P*Z73Ru1mH9AND)3H~(Ch+>B~YYw6c2&EpzHN$%0cRPS0etkh6^&8|zPkMU?X
z6BjDnY?bDEldAW_MGH4^#RQyd*x~3$Ek)y`x7k2fIyZ9D8B<4sJY|M#C#A)?TM;75
z9vymFm;8?EH~mefaMk0wi7Gj*+*_r2<3pi(Z(5n^T{oD#-{4eopcUt)5dppPdqahb
zh8@>{0soBA6^`OCq4wD=jZ5%hJbAvs6CJ5!w>2))@o*k7%uiok
zA7=^tqC<}+UbC(Q0o36ix}Un9+>{A*rCEiIEF&z{Y<%w8hkEoiHITN2DZvj$J3j3|
z;D;D8PT`mCCVNls8bP4D${ztaMs$tzE-v%OY%#VZ4&QNJ;z_4Ui&sT_)l)qZjO^%lJ0x9nd0#+u&e6+&DjF%;(6>FY>W
z@O$rBgwE)Hn*I(x?S(7MT>;F*vGByRhR_#8L_!&Z{qTqBG1}zuoTBpE4qQEw9lqYuR_!egcI4$tPDh?_-EVgL^-i?+YC44tXw!RTMkmYr
zjy%hiSM4qic16BvzFML<7(pAYh|6z|UyHSDA?4d9*m27~4L06w4VQ=h_~{msKY^{{UCepBpe
zoGKllwM-wxJ2L)rq_{np$MSBGmU`a+spf0uYS9hjr(9Wkq_kM8wqQ?Q5-U%)K&r43IY%g4HN?hL}`N2WRj&kekSujLGkp%H1?4^SS|7w
zU=FX%4^JqUb}Qu~Uz}r0w7JZvP4Pg0pSpUv7IM}_4cMS&d+8{NW*$+q{R)V5
z`KH5)cTx0ezREJ+anvwHnR#F0TLF+t`V$qU&8;W
zV(DPwg|&rhR|4zI+Ve%_ps?-9gPLzraO8E~9CKn4CtSYXGP&JysNit2(2q%+sYRESYx%U1T{Rq7}4
z*)%?i52+wFP2)anoj5d&Pk|LcYrl@~oS(ZP_`Z_Dt?)^rRH?xJ^pJ4T6WQ%E1=Mc15=0iNxw8c!f&dN*p+*
z-g_?d>&H1>Z>z7J9j|BA*V>NPZ1vUM@w#1oy`F=sHwf3y>ibUAO|SFS*IAC&H1+j!
z$Lm=2wWoXq)2}FnRLWXQ$W`Tt%%Js_mB}_otB^V$AoW#9lJNs5K*d{GLXImX)YtDE
zuWo7qzYqCeTqh>!he$}aaz}kt^JgpPDzu`4rXZd3mKgz0%ERU9l
zw)Deyn`v=@uoU1^Jy(kQ@O+HvDf}WmvFZ3@8IduESN1GYj@A&6X@oK;EuPKcRr#}W
zqTF0ww$=`mQP(Gwu5|e8y}B5{j6{qo1|S*9-7dd}$M2RHIF~n!xLy+VBun=fMH?kA
zs~UDhu0k@AN=2Ss0xHKB99Z9b6Z*E_X|Q0ErCV
zI=QWjNwJBV$*vD^pzVLj@`d0T%&R%67#gUs*$*iPFI%eqM6*RRACWMhf5-cu6A$Kd
z-_kw@G%$a)NtDq%PBEBcukDn>`-)ZgE#M7(C!W{1?1Tb!!A^z4b%!Nymx5yW0$$zo
z98z&T*FFr<=jX-07Vu=8`K`5(cl0QJ4&_RsoDzIRm>2RB9<|OmFe#n>5(5|UFZjtb
z;=m&Qd94wrohkD#=g5!u7D=;nj2|r-N}|5blmjZ&MHzKjv{=l;_=UM5buph7`imCc
zBucTj^QF&M=*~%;y7wa>+FLMPXjbOMCn}+lisjMX~!b
zFC~sG<@I%Ge>w`0Kj&W;g!eLD&12^t042i{E{Imkc%VmFXEr7Lf*4N_PpV%kVUG)9
z%Q9X$w2ZS9jy=NnR~H;QLdD2QNCW=Bd945Rk*0AOl!Rcr9(bP
zhLpq6x~RvhmsuHfRv54Frk0s2`8w`ZAIR0YnLe}GcS^*r;Sm*nL)=PC7cr)j%7|0%
zvGCIF21Lz=W3_Ro#4l@jBVMPV<^CEn(W0}&uj^sCl*E^mn#M*}xTM7T;{-J|0b9I>=XQ{UN4r5g>`{K76JPVgV$5b<-=p|5C&cBjNZ-s$d2I4<
z3c$rf;?`#P5x4FWMYe!_A<4)qTa|W5)ZM~^Ji6!NYkNox-NJo664xV-q@wyEF>4EN
z=rL`gv()WuabXL(XLW|~+=_ln$hNfF%A2xcr;;3592-iNvc!U4`D8XpRNBU?d;CU&
zf(E71@1W?mjYoLAA&BIr&q1+f8z1cVek~wWua&-$&z1DHs-(y55p{p#Mvs4ucT}Xf
z91!Wh@x>lrKXBsioGAuacwPQxmsn&0hdpys-s~3#Ej+;E@_lFCL;J-`f~?Dhi2b6<
zc0j(*g~aa{UAJRQ>d^%%^`Gq*Q?~Q+9-USLB6(DJzu3B+SMiuQ77)qV^ZUe|?L4XR
z%P~$!%sx4SQ`+Kq1O*pVrK~KZqmmOdl$BSmvMRGrEZ>28-`{iAdp|>*+`+5*9|pww
z85kMyD|6x@X&r+|5h{gCGDP{Ey#8lHbIbO~Q1wS6Fw#l~Nl5B1==
zWgqMnf9~WymAYrwDR=ahtD7=eTuiio96uq%~;R($<8fdOap}M3z
z_uMP`pnyj^g2+)?d9RoUNT|(;lvb4Y({t>&Jp#cB8qnqFQBhby2F6x>IHD)84IPcL
z#B<8IKV7`r#cT8)kf%7f8koCT($hK`$Z*28)QFN1$yt3OO^KVx8YE-k>R+hFlx^Dp
ztX1+LP+Fh}Dxc%{&eW6L6;pP@o&I8*7`=xd;mvQ07U_Jt$E1-CQk2WP#Eo<~%ohJD
zitgnl8qC=R#X@eaheW73WX-RR1{2YvkSLp{OH~g&UWHGb_7389iMYKyf&a8soY~83
zmfV6;n9OPArMn0PnubLf%CFcdN@wu$C7zxqHTz2WeWx^RM_hnm+hm7mm%(3o$8SM}
zjtNm!?0t8riam3LRP4_;f27z8?~saJJl)6F6`FRI^mVrK)poIFKlkSiH;JSBc}X6B
z-lFX1eVJPXPLL~&w^=$I;A^?ZmqVP4*uGU1$mSJGrIJ2z)Q?XWoCmwDW4DTC+5AD!
z`x8X_4Mg}?PHvIpzs9&lLl+*E)0GxKn63_`R|f-?rkh0EA?)K+UMI|lpn;xm7QY|D
z)+R#)Y{52Ni@f0k62
zfDHv3*?I^wlypyv)gt>iZ|oUOyVIs990k;79THwAc&#F5k;!1*GXO(UnYdEKoZw|}
za%12Lc+J1U*Kd%xSoCh0EV29qW{g4oMDaiQq*|vkftohQlnX1!pmuB(s-I2cuvN&<
zH$XcLrk>VUYen{-ymp27l{jje(KFNZB>8$7d~cc&oI&oTX?;}p5DCxqn^Z(RQH
zVj?l&p!`fPcQ(pY2k{~y(y#LpeD-2d?J}R_vA(NQjQC7HQzuK3q_SHu&`crmIE;m8S+_JO&3~VVTCdNVwOn13h6#LU%a`>E!=08*m4cr
zKJk-ycnyYe<~V0FQhySm*U^l2GezI)JiK&C9OjnIn2nm9y1P8s{A7mO1ZAE$d!4WK
zxYEJdgnIMD4>x#?if^VnoA3@NNFkGB9XIxUPRFCoVNa%u^EY@9|5b=WH@V`rcNzxP
z!MWniO&;hr^hdnRoht%w@j-6QDaC)Tn1720Hnbtd$p%9neQ*QE+#_CQvxET%BOzB8
zaUgSv*^yh>KS#W~#mkldp32hzB?H@@;Db!H+W{me-_$uG^frIt@#R!!v6R_3(#Xs5
zZf5bt9T*2ev&D~h_yM0nZ6wbdA!Ev6gDwh-#%!h2EHUsdzs4hf5Umwh5Pj2thAelb
z^-M8B;oWqqN)B`@BdHNx+Kn#6;
z@kEK8YT5UYH`I7MStDUE=G{!f?I|Bv?7#}x05ql?S*K31Onl0J;)NoRK!eYkY6*D3
z+iMDSMp+uMIb%iAYwm08CviPeE{~NXI844~D@XAf!`|ScZG*1mG3eOFvfOdyS4uEz
zqn0>~4pc~2UtlJwHc_TDrxdj#oGD&Nf$wJ*YzHW$@A36LFw{jp%rSEiX5OwYi@rBX
z1eF$jKtRntH9>;?2~2(IXyR@aylU|Wu!E506D)(@aFd45O%$)*VGH)rKFh%Oycg#O
zhKs{?z9y*BaE(h?$9C|>rdTjWBXky5e2f=Tn83{>cxfK+vv21t)#zJZ`WC4%pHrdX
zc~Ub8+){!mZod=PI+MTN-j0%rZ@#o*Rx(`3|@`#;Hf>3nyiIqD-+m
zQ!q5ZB3dhsR8zVTE}0$QwonOUFEwE(64cxj!r_9_QU$*z66kbw;vooM9RRWS*9lZA
zchn35DMN2$2&0ECc<2F~wt9FN0fAvrqA2FBdCk8cZ1E_lsm%D6Bul+Qn(MCIZMpE#X=3@(t%
zV=$QD|ALw06-O2ij!Wa&dx~gPT+@)h9w;Ui*Hm|}3i(N^d32%JQCzcDQ!j{eJ5T9AJ=SbRF0q>T07gtWfy|C@#gYC4Xchj$T)n1x
z`M~^zPC`GT&^drnsPO{PO0PM|9~(ru5}IS&&mbO_(5&T8(!@L;&3fKEO|CBiy0M3A4RlK8H?#uU^x1uYqlmL$Ik)J>j@-67LqTtZ&SIu?&;Q*ET9
zP1noHqMfHx(e-=;jurW7+IU?Hlc}+4YO84~;Wle3q
zW2`t)88r-(za>QNDySiRtOyU(_=-MNP=i{mkV%ZKqS;cc#7D@Z$57VlZuBZL!sv*G=}I>#LN%{tFqyuoJ13Q-aT9jz=LSrbg1uzVAuYOGPgO>Yt65v?rQh^Cz0|PBTR3uFj_I)mfn1)p(8aV_~gqNg&Lu@^znL;`{0~Segj!2Zw5~
zT8?uK=1fh~ELqAv$j5uL(e-q2V;nG@)oZ8hYT38raNNdE?DHM6-vthIP<;vuKUbCm
zX|FfyU%W$K?t#ZCLsJXvbH)gT(d(2g)vL)o4AFy7&s{MQ?&IGhG1r#jh*lh-3F@Tz
zJRJx`07sNCQMBcVDjZSRgt*8NCG#POBMJe5`0NM6u3b7y^LaJ^c77Gj64i;)obmz3
zlr+Wl2Pe765$61q8%Vh|nU~=Pr(DcE%9tqY@{CU72)+PDO8XHsbF3v(4dI*<2s7!5Ex0yTS`9hNFm$AZY;pmyx{8m}fv64wk;Vi_Y
zoxwtyF(9EI=VZHiebAU`a&Z_TDGv|T0g3WCh}P6*Wee>aqqVs5JbOpPmuxf?Z>
z>at$qjBdv9by*)lOo*k7dTfn2IhJPCXR%`aSbAHZ1(!*VN2@{D%yg
z0;H=mZJ_^U7XZEEMLnO(6gh5j5Y
z$V|v{xN(=+-1I$BJH2TRMSq$8pbANOo_P(;J=>C2<_>L1dp0b^qNfv
z=?hB`x5PF{`IL0uKJdtE2&3p*zo6=&EXXD!3SL-k`aF%I#8B3&$50@&wYIY23_8bO
z&VG+!IQc0O%)-YXE*h*!B7Lf%Ez*bN_rO~J0nljH1&9ynCBfHppyyJBf}67dF))fI
zHD{F^uH(=bE29w~P{K4H+bH9q=B%+GPU=ZwOBPYEMgkA-GoT|yw?x;sPM~ouSsRCO
z^>eWwPr!p-_28>?pt~)ZujAkz8ds?LKCti=FqNh9VQBuhU#k!GmWpfVy!p2mp)O%)
z-qr2sNf=uw&T*jet-w2Sdpgz%%bIKL=zS};+4&(hewoEA2ZfeZp+h^`*BUK4aUel2
z_fXNhEiGt+9l@eVGPXfW4)mk@ZCDSnNdyIlvt;pLIQ<$9{Ey-EAsj8Yk4hMFiN9|aqcqoc4w#P;?!&tlnvlB&^x>U9k_;O@TYTAjF7FX4zew|o1F}(ww
z@5B~~wjJq*DD>mael#nJl@m{PpgmE{UHn*;Zbo54*S!N3>x`krw*!TAW@Qc3m~$}X
z`%fxT39a6i0)vX@n71w(=8B1ie{va*ibCPMf#I(n>sNg9>Sgk(1`K3n`S^|A>Y%tI
z*36n9js8Yj*F>5bD21BZ|4Sgx#XHVATA=4h*xsVp%|lt-5?|koDv!Ye=KB*K$`s%@
zf6Oe7x;yKhOFms#b>Rv1>cVapJ`};l;Ec8{prdemTWS@}c2|7_J-z-}_Q@OZy*;y1
zhyWR<5l{t@r!23E@dVcbaJ^4cIG<*h@QA!)n5XE~mfFU!uqL-Ln3&o8qsHd^M55vs
zKCNO{I;q%HLK(O5E3(!O;LOmJ_dKO3wZZi*(uzUvlsr3X<858Vse%-;Mxx~&@i4pQS%bUeY#)*zo?iC`qR@aCVAk1$Ue#RR6B*cZ=id
zDy8$|PI6p1#Xdi7JI57OvYo$jmbJ1BIL=vX9l%)+;4_QgpNoVD@vpqL`6^1)k7|ux
zl3YGLei+Zlp56oEJ$eltIw&NCoeZ)b3fh&NmTzHHeXG_K+nss1#(zV3YQfXvq3s0n
z26i>;(~|DYz2{LRXx*hll@{R7T}z7Q(!1WQMsaVrGTIh5Up3$g
ziBo)fwIu&O%)jboZP-6?D)=f&i|iy^)e5mnLmy8{yefny-Qk0gs&5!d%loh(=i6T=
z*07XMd`*(L0;{|Ojp<7tR#rUGm^|Z{hj7c-IF9uYgx_gxUv^cvNn?IsDmVJ!_-0Qm
zmFUlYDFXGZAw6u3A;M?%LCaJhuVA{`A0ub~VEWRZ)p0Lrm;YSPq$?Rpp;G-IIkr5A
zS`R>XHJHr~O-$}OO=!yi1}T=>ymld{ImbSaUJk&_xz3jg3}ha*^L#a*70MD_F4Y>y
zf^BRuE^0+&jVWm$^Q?IvgQ14Fp^b`JN&$&CFc!m!H~A+3S@{SaLJ;DI^$uoeDW+6UowfZLTIB%fBhl((uKy6^SE
zy^p{>I4Dtrz0aunB|Im1E+IaQmyLe}yvtuH$PFZy!Dt4j#?){yDAQE52($ID7YZ=#I0-Oj~V#gwA-n71<8OYJ6)Qsy3AM7USyB{GqHF8&n{d
z?!&|GeIs;jKdtC18<5>FR>iq9P!K-U%2OdEEkt+|f;Z2D8&UW$<{mkq;yHdz%DIH20KA_^QPlJ|~Zk
z4r5W`^7`Z+&nkw7H9$=ys|jO5Qhh>UKNb7}$?(c~flG22?^A-6WPG`;ixqon^o!)%
z3BI5#^*v>)0Gbugiq)8k5M20ypOmEB!~5+hOu%g*<83k8sroorksa+@v8u0IpKyXS
zTVI}Ilb~1z9i&A)-ZXNK4_!>aVds(rR>t9u55@&2%;6Z&)8wa`S0iy_4iz1a{)?
zyjxFP6Dh0pD1DX>%^b~wT}FasEGuM9#31QKBh+?a1$sG}H5KojdDE41)3wd$j5B%kVGOGbm2sY9v3(tq
zM`2@GyDDB7^}uCQAA)UKrtPvqCbiaStc`}zQ^7LY&its-<~5xk%WBm8h|y3ZS;I*X
zb`pQS5H~tAj&k-rqIw|jqgo}y-oe2R4wiG2H(jrD|FurkdX$2{s~
zY1btarz(X%=BUajh{u0D0@?T;4TL#A|Fy*xXdm7`FTTrBv0jHt*ge^#Gq8qY<1)r(
z1~yp`i@YQIG}hVmEwVG=_*9-U^e(08qY79AB~HJirW06qzdO~wmo-`=n7XCdzni>V{T;d0wEW!h`1oy4wN-*VGFY<;GplUOz3Fa=Ix#YMYX
z)M*mt;bpg=E}gk}_OQZI3Zk_Be9JBC@twsiQ42=+Qwg@pqkWUG1%394vL-RF?rlJ)
zZFeDh9Fh`!acc0*lfl1RA%-WvW37`Wdm)C9G+aNmNLBMn--H%Mhf(m6&uVJ$Gf?k0
zQSXH88z`UcgNN2UNqA==nYF5zjn?Iix(*+ML(-OVMny!bzGP*T6%z`kBCe^g%2Rrq
z%xc(N=2gJ`Csd}YlUZ4)pNgE!DvBTL(74H1yhG-9YPPmeshJDK^3+uX=`3iGd4kMmec^wyRsiF;tCBWM9r(Aip0-0w^a+iDVIFyxY9
z3M*Bx!3*uw!pn`;O~F2Vc?Ehlg_IR@3d(J$QGkoK|w>vBC!f(_0Vfg(P*9
z{gf5FPSfP)`{;cNd*)U|!0m6-fRpb%iMeILB*%J_(q1T2@*t&VwRI}PAVHCh?kzyh4C!Pjq$q^`Fl)>Y-W}wp8AX?r!m!KL}^KT
z9mTeB4?%dius`Ssu?8i=Tu{4w-l>BxoU@z}DFhplZ@kjrvVcX1o-Qii3J$ZAC#b{3)nDmv@>;H2=^B!P@n95
z2CFrD{wC}h?R73wJPFk^UA$3g-k0~9JkzlmGJ9dz@kR7WeuWbXo|Gd|A|Z3;Nx8YR
zaqME|ED7t3^OiGvL0C&`Rk5_!&^7;JCeW^G^g2luAy!}VVJ6B
zPg8$lA6%vgoXt-uQ!Z)g%`!VjUZVM{STA7}<*Z_vxVU9*L#5-8;D;}zO0g@nejOVp_DrKnKeH-DH^1al^+A(pN4r@{
z@oN)ozyQW6px}q+8FbiOY(U?|SfO{7ss+9=o8OA87r0
z)Geq|ginIr5Sf`7Izl02A?vT5@59Y`Q0cs#84UQyQ#VAYe^
zG=2m2nI|sM-VLm@$5u>&}jb11BsV^5inEy}f*Ib6!^
z%t^U%0V=(bH7hd*{KQv&d^y2au=Z1p5Ox5g4?$Q=m8#xDrWqUAQE_@QMQp-(`cp?eA>iPbCHOXP%DS9XCV@DLXq3rRZYi~?A$2?dD~HQCIjJC;E%u9m{)M6h>YX`j}T3dCHYz
zIcmmoT!q3hb=F5_)gxX6G8eUOg((_3c)5oq(82tH
z!tnZ&rV$E7f`)D8=3rdzrJ1ids!gM98&S
zG;1&Nbo--m!(Mh=5~Cl}kVEK~)gROHLzp`{JfabYS*U3Hh>jjclusX$au`F$;fG|O
z&aT<4cx{fU*&BMD&c^Cf-s0#{+Zkzpd}(%m6^%cFkNR(3)3PJX&Hl_Q6!b~Uv|-Sl
z7I5Gdojn5PPkKe{D64B|xGhJ`ER6SHQFPuftHX^AQ|duJm?+(z30BGrBS`Q@fPvpy
z(`vgYV$`atAdfnhYc+xaGCaHk6B&M4%tnl6{6>sFITt7&{oF=IWzhV~e_lnk@WMjlf
z8C3cdYv@^*2L@B)0dY-9>llZ?0~l5ibLq?&tW7g0=@e^Pa=&73s_n3t6Klf9s)!7F
ze2SHBmuMk~heh)#nE^^v)Z+Ch6o2~;C#2dyhMwG7qek$iJUS2!HxX$8ADVI9*BiT>
zW=%x9wutF)EHZ^Y_l!23WvOD5YsR|g*ls3HUrle%<5T~D2d0RYt|HG1SkP5}Kpify
zY9-YB$hbvsAda!Bo0SKae@M$OutwsV`^E6cg+cPle7t36dFE$2Pu``y~`JEk12
zU1oH?inF<*2Vz9b4~?J_V<4UwiMKltV{CjKB0Hk(O&WcZ)e`UBq%AjDqS)~URr?+L
zobflQ>F=zfgZ>6$O2rXmYQh3+>Ti+(SnGL-SMx-KQ)gPF6DHggt70KOW5a^g#rbPvlBkIS_79xGMo
z@I|cyDX-_yg?p%qkqFlKH#xyuu?IdS8b8`q-0H^FA9P){3AF_gQOk
z`w7aqkEB{54$S%}X+p8g2Ij7l7SQzswSK_L1dlqTZE-_WZg7gLTs34>ZNwXVfrmSZ
z892V?$i7%5bhxZ#M%C*OBS&|_);QBu)jvH?dmgaTHro(F3%cSwJ$=C3?fs^FWjUz(
zolTApAr0qz!MN-pZyNUtbow!CAuc>Z`X`XwtapxXKfz*S%2{%H%99pl3Yhok(X7<>6mhzs0D-zC<%QN=c`^7m1X+~G9
z;?WSQejdW1WEnWg;;WzY@C`hOoux^00VK)JkiUZS&E$i$QepK9cZ4TKZ*87=oN9co
zuqlF=8B4>SW3nE(oz^~QRjY??=Y5gyvM{s>*v50^L#qC#lgOix$@gF56AxG=K%p#V
zn@J}~%w+q;Q^)CWCWH{)ouC#k_-^zB4S9i2(UZ2)q8H4+-Y=8Ed3BWT5DeEAL3}$p
z4>+txUqM-dvT!>5ouGRiM>q$y-FoUSYcLX5v0L~ht5rMcI5^M={TyrSlwem0g(EP`g(g$NOGpK*K1-P0Lc~6(%a>TIR6R>UudsnGaF!;&g8!8>bmA3;z6EE<
z<~2sMwPz^sHAD~loS|v2L67^K7r1-TX>xu8ch}Pt{RSWG>Yk?AZ_vvtoi=WM!&VAn
zfs+*e7Hn|p1TA}u=AVCpZoNgoA5Ku|cX0ckpsw$bP~LG`^9~8wo}k?|Znjj?sSZK5>k)-XozE$EflLBsA-oG2{az811~!jEDIP_NxBEKDzf23+x&D
z=4UaFvOV`gS510KvLC7r4egN4ja_kgNpjyOu!X8`frEN7d|<^Lz%TO;e2ph)AN9*Z
zJmNm%^ei?&tdY8#SF6^Wt>W#_C~dTU9dANIO(4bxj^-U0uWaw8ieK2FB5UBCu>vWD
zq>h3j*%`a&(--Dibnq@7**68VvAc}rvRRDS!fJ<>iuET;bPlj#4YOTCdwfM#(9oAn
zXg`j&pR`evv^v;G^D=Iy3%P8onAXZTArBo!Xtryy6eqC@d`(XRI`SDl7>?$$Ao24ydS6^>CJx+20Zvj~vC%dft
z89|JjPwpk8rh$H)(0$!ZpD{UOD&;u>kN4_7PC@Vf9L1-WOpi==%#%3tI%oyPRB8nZ
zRv800b*ETbQ$lJb7L272C8ScNl&*Xk6MQjnw*Wo=DF;0`JEv-fs*jvUwMt6e#Xen$
zN=n}1fgkB?NhzTIhZs{JM4ygEP}&6{dRHF(ZL?2CN4WCm;4Q>TGe;`>V<^Z~@^P|-
z5&{e*TdnMqxo$H}7E~D&Lo;0^XR%!j{o*Q>6L-y}ORkc;Xct3&x=PJlTF%v2g-?6=
zJBrU-3U@=Wl5?q_8|v~Nr2O5aO0{;(0eNcjNaQdi$&c%jGdog8qQlJ7e6g=S-WIE8
zwF~~fbTLZqQWe?0=Kvgv@w>i!aN80=4NFVU#NKJf3S}fg@)Oy3BaS3&9{PMtz|6(qL;D?@?2
z6HZN|KjY
zb~1IVB$X;8P1Yt`rFIBSt0Y|(J5DynRF)(`j7T>2tRms6;^ZV+P!((!JdPezl^jLq
zFyqInQeP%G8DqVr-{od4Mrl=C0p};CDy{(=9+Nkr8+}EGXlOSRy5mR~krL1i_k;8cAV-weeCTNs?T*aJko%TNnyV
zi93J`O^MIzM}Ia!`;O^HHo;OUF{+=jO0Wb~ro-aMF+}PsTF2425UG)PvJa()NXx`>
zeJD0m+9VqK810)&5Rj`YJIO*X=T7GPL8CSKGR_VkB(G(IXdAXK|#&{YJ
zb<1c|_W*PI^OZthuN;~jDRuT-T;GgUW_w};*mGYsix=<`Dv70XNNg)zaoqxWJ(PkE
z;#T%QrZ=&^p8#)>j>+6{L)_nmUNuTqdoPG
zl0wAm?PzP1R6^X>j(&}jD!J=Cz;TWF>MBWFNLt1Fp^D;=493285JZyj5=lEu-S|?6
z=WY&q@SgeZmT5cJ&k1a`wv_e-6n+=^px|`F8cXcI4~wer)RwAtkzDFEfH&8bp*>udbS#c{8L#W6n4^lD5==U#
zeQ>pbWCGt?1_7;%bI+j(UBKi&Mw-$|jQrbldPkB+w4`s_ntOAFGcovv*%*$miKdN-
zQz~B5IxBh_e0Uli_2#mUu~uxam_2RGp7r3V40p>hrbJ8Sa7>X&+qz*;cFr_@>?Y+3
z!c&^nQz}N*J*6qa6C>;kWU)(As`P_2%H;vS*phniB5IeP5e48i$_h9oKO0O3en1?_
z!A7B<^phYyfUtIdsj|2;h%Wb+s*6cMMm9j&#l*IEjQa*lmznsf9?ghH1K+7
z5j;{~^I=unFJJ<*Po9m6)&_cQYzfOH@8ME{c-NnP9xk=4@iP?0hNax+pPF#sRiz~^
zfqf(Hmy@k#L}Lub(h++PRo~s8%8Zc8i~jx;HUeX+i$4t*AtjaBh!a0;oYo|h`QaQt
zR2!b1t!DNEKVtha)Q^gdl!B`UnJD-0)GFiX%aYh>r68#7ZCa)b*ppdQn=!5YX!1y@
zxwx|qT^=d5DcPNWiAl+9nYRBvvczR#c#ps*k`ZGHK)kNG~0BTZW=9Bcr~8E)Vw1U0`@P|26NjFxJNAAD%`Xh~n`u8)bP
zu!RPz`Li5{((zS6xgi>ND6g{U;%KRgIMs*pMoUiOx-4=UBQ3HC^5dCDCwuEd2gXQc
z#Em}maEw&P<~B-v$?A1X5zbsOk|Pq$JPn=uxTN}LJW*;O{Az5MC_NAiy5~8n`O8M0;{QGyI&}H+y*g}}#ZC6o++K+5*3DC#
zU^fYLX~#miT9AmHb3t!D2$-gz@!Exh#Hp(OU5#&8Oia81FfsiBEU!SjciFgiN4pHt
z95L9NLdQ#OtNVO%p_YAo7gDFq3iX(7TT+;;hN%J^}jbXpRQ84pj9Y-Hh(
z@!WJNNf2AzFt(W?1q;G{nm<#TR->l}62O3k?qZry;$VY}feFp$W)ph6hW7QKHnTA1
zlrnkq!Oi47SR3Z7J!sr4skr#26wRL{RTI-o8BflVim{SM@vXtM@3c?mAH6l+&6_9H^tyI|^FKe|#=9dX_RmvR`~mJ;jCfT2
z(h`(0Px7wuLy5mFN2Ce;eL3ov(8?i}EkWJpOPMwO3W2BhKSs+{M3qLtg?@g~w5sNY
zGV?zC>`Yw>4Q_RZ#*ySIK6j=iB-L=)gBx9$B{KDyj@nuL?fAmlmT;vrJt3)%a~!;b
zCw)vP7{Ud3hT?t>pSY&oqS^~2AF-q}^;-bG{oq8i7ohh3aH3xpNP*%aCwj3!8YjKo
z232{QxWt>^(TyzP5|4hT#S5j9WzQGqB_GpKZtXOv!3E+Nh=
zPFV}36*kc>yvtzEYU@NlEt1+*PSd0Ojn0F)O;!9<8Fo|au_0*(Z{lGnWs)Y4bWd4w
zgS-|?B(2(F$$G@@R7pJSNT-%yH9f(Ra0*tE
zJeEo=#BJwkz*4EbjW@Ed4Jr2>>HJcuqBzfyJ};HJ2%D(=GO4Pt(Ku^70lmmv^1yCN?Wb4cCF??F-U~by)nZ
zF|J=HO_9aUlCjn%X&N+gipIm6r36{*m}~UiDV-O@so6%|Zs|D_TjFE=Ua4YP@2B`i
zVph_zW*=%gP45d726;YmUI9iqf1eudlZqAc!$BhFy4XF&n0-=D!KUUXjsO!p_&~qy
zm+Ds-^Io)4s%^^01l^1p6KGWt4PRcYwB6)=K)Nc-BHcl0gfQDU?x184@Bnz;A?c_9
zT~|larD$O~l{zA23Db>EM(~!H8zmPy1?n=K1!;S6kVQnqM)6xghNnx0==R;`^69$vpQ)!tn*m&S6
zu)-iCUS)nOiuNaHM5fe9+#o%vk
zrff2`ne$-dT2a2Pvv;2IHMQ4DkN(Egf-(-XTdXz)*~#Fz!#^1>6qZ9IF=3g}#Zk5u
z#Xd`n<@It;N!&J>8W`j%4d+hQI4&0BJ)R&3e>I-Kw^U%f+3*45Dc->HQIMaRrQF5W
z09C&X-`zOxo$P4*Pvzdw@gMNPa)rseba>aHe{blq{B7klH&SAx>Hlm6*r8f+qIz9=GqwJw%T%YysA5z
za((2|u02Qd@&-Kl0elb}q%Aj~DxbR|f~dZ)Tt##pO+Wa`wZvzmXt^&kGh`I$>&Qvs
zi;<>G?jA`O>j2+qq_L@=ypY-NYHMZ^UNoz^^s1iR+Qv9SYeH4uJHZ%IU&fKjr6IJd
zfjrJVw6?}@I4$_LYzY{GTp{#;TE_5(@?@dFyjbLDs~_EMBws1%%vUP4A&Z=+K7~?l
zT;cyLk5~v6D(6DK2FjfTXDZiNt|&Mg+ccK#gaTR72wch6*fU5TDhhhzjbM3hA?fWG
zh@Y9JMX!83^vH`Aw~;H0%VOzt8#&f@NfggG9$PMhrZ3=Z9>)2qtuBITi;~-Xw8uc`
z-PJ_e%`=-~!sSS@UsvOfaM?pBkWmVO%T%CS5%Ozse-}CziMDvs*|@STZ;ORdrnZPj
zQfP}0&5_-~rOj=ja##1#RHePFO5X3yd3LDonlH~@uGz-u4su;)6WvMUNzBY0OuhVg
zlw6|XS_r=@oeJmc<k
zjJ(<=7dg-xXk&z_Qp$8ir8EskrF<@!uTrWYlx06s0lvIaIyz=kpRRHj@kkpw(N%6#
z#LxyF*jgx?iz1DT64_KdR<15KY(vdr
z+?c6qrvQ(5?qlz#D5HyHliXcyR>QBAR<7@>*3*RkzG@4#q8Bw}mr}38{^yu-1+Tnu
zzO`}4rk&m87;$JA73(3_b?^l-A544OBV#L_vW+o4linW
zlCKJ4Az$O9G4dWJT6t>oMx%!wsF*bEU_@#E;R|1>JOhfCa0;Bt#FBg(;oT8!gWegE
z+U{pn|H9iuQtX{^y+JN4iC3!{_a(`51+ifjW9wvjt|YE6Z+x608$_{US!1v1avPaV
zDJ;@PJDodSpDo)r>Qh)tm>>5jw;yT=_Xmn6Z2Jfa7XSxow@khzoUZDJl;R|+vhcpK
z>>PP4WBueDrT
zy}UqLzQU5frKj@+n01<7t(To#3^MOPW1O|69OTOQRYNT0;$(8)AbX2?8)Nte`4`l^
zt1)Mzd|9w5#{=+P{xy+)-z>XTm@ne)TZ%iLImQbPF<(_y9#g7fIsEmDTkLUi-y#Qy
zE3Z)W7WueX`7D**3O4d8N~^b`4Ngp=Gh5{~;@xx_yiIN<&dZ{`+vGrT;yKFMCQlWW
zk2HBZhQDKHY5#V(Lnl)34mm^&wxgLl?sQ`slK!!G-;l$FNQ@m+EcyLM-?F&rfP3?&y)@2K`}Iap+;Xv}W;
z2Uj|23cMQ|)xQQ#hP<6oepUZ9K8Nq+0-2~N?Mu7TZ$H?kLhyb2BCJWuu-Xtgods`g
zU4x#Pa8WP|ojy81mG{VD#ck2_2yAJN+$^Y)Db)mb4TWm#;wOO&(Rd>-;4wYeBdcs<
zmY^v$@F;-}rU`N$x5(3)o;>>Di2yx8U5=60KDlKfdrQh)|IQ4Hn36e~90h1o_t=mqWpnIS0x0fP7D!{ho3U$XD@uOm$);7q7KOo#P@G$(IGVY;kR_*knALu%OK^D>{>qr0hC&Mwcdo+
z)X_;kD(`n8j}U&;Ujf2gj`ZDM_*ywN47Y~^9k>wYxE<8!usp)%H_U(NT6ntg4MeZx
z%Fbj#%+M^u@U9r
z>qTe0*iUng$QA959OUz4@EaU;w0cITkH`aT%m0Z6-JOnobIL*rJSxxYcOK~mfTJ4P
zPdSAeL4)#DnmDJKz-s9+Ml`+r2_#@nfVn_D6i2-_VR>vZwP0lt!6~=Faek4_fvy
zM?AYrr;f>iwqsuiR)J~FgsF1#*HrAd>=n>-i&n!a$G*nY1p(CaDR0Um{NVteUtG0G
z3kc@%gxp1wVUf^gGbV!6-8AgDT*EOOK7oh0eAZ$92dT0bwEMVR$)O2S<7H^CHB{jj
z^yau+O5F5_Q0J#oB}_i
z$7ke*VyCB6_N?q#F9x*V-jxjXKV?5@D~b@3D!1f5DZwisS{@23&Vu5DP^1+t)8agE
z+fjZ>6VA$k4oA^XL6Xh$k{Xcnj4q#*D;o~MsY!@o3owRv{nTWK_o%xRc`1A_N+ess
ziFbtLM7Tpv$GaT;a8YhAhbu=D_PQ(=
zll&s@XjNGs2E>-6ga}kmJvg}J&7qt80t@pg4>tyfH~6NdC5=<`^fLwif#F
zZMt<`E@4=3izgGj0zAx#!~F9SWaSE84neVYf|P%lXl*WAXy5B!%XX88OWXA|0q_~b
zJAlNiS18^DEtRFbBP7(pfV}N0IGf*ua9+ko?62YMIfJTtM;_ZLIpnr+;tiQeqI%Uh
z<+hxF)3+fFVa;?GMo?=H3!TP_I@am7au{?SR*ued}{?_x1M;u6{4
zlV^&rE*V$clP8G6D5KXyIZLp)eE})(p>Nu6ROT@jdi8#z$j5SsO(%4KHvFzb?
z@>hJg$0HI}vn=9~xP}LHFSj6_`YSzpEWZ$Uoux}pmE-cwx~c@CAbVY6e!|i-%)UOy^!W@7avWY|&UCwg91>;UD5ds4^Tx;P_|U|A	
zeb^e<&%W@?>Y%Qz)z!DD9v%hBT$X3FvcBdCoVDrSLqt
zm`G!(PaYQXL&wteJlUnny=~~E!CIKqwjDmJVk}RSI}Op+fm=h;
zf`Qgyl1e?zqE;-FkK^Y<|bUf)m0R8
z<{Kjng^rB;NwMV966bi~iK<+>A>K=w=Gykmbgz1$FBM
z@x)U4y^yYFp#p@;!p8d4AZli#^Np$lJ<_JORNnVRuN2e}|2(MW%>z64fFIuE)_OvD
z*zrme*J<*r2~$-Ic}h8`1;Z1FmS9zQuyuXuhKA8PNtiU6ndd=JUXsz>1R5o3FaG2ROe;wqvcBVu@=!ELbEeTYFOB!a656>IojX
z-2aPN?SVzj!AQj4WFa*!tgBLC_*^Y>5JqdaLJ`^+1n>;-}BRCm-zxU
ztuB`>ESPe`*R_h=o6Z#0HEuU*rMV=7VNoJup>|+dU;Kr_W?mj@E81`iT?nVM>4&W8
z@CRl#>w1Xeq2B!f{IY%&YY*-!w!oB0-#Pg*d1S!fXY%(S&6zx+)%QUylP7wbGU>m<
zoXHxnD2`o`QcN8F3c{8@lSM3a)|~DfSV1|-+2d;_EAUV|I6meFTH&CpSz`t&-9EV*
zzsS1Z)IY7phos7@c%vj8%L_@qX`c)QskmJD5-Z%EKap5O=ga!f7v}!a)}1;P(Z#zP
zmw^^yYFMekhMPVYLsOeM+wVrp+cj%WnMHJ!#o?vNxu|Z5c+-oUmFRv^UF#z4mJ3!~
zarPuWDx}G4f8-n4fj-xlXndgRe}jcb7d+`DHa@BH3D6@$30?SQv*~c~%VzGlY&L$m
zK;hMeVur+}Jln@d{^hcGKqN?&Taz%y;3KK3TulCg=O|7Dj{hKJ;N!lk90mdh9g9!O
zRX{0ZLd!R2)03e|iPn}Oua+rOcv}{GgRg!%NQ1+}RCvh}3u5;*y
z9z$5qIaH{)&aK3}E?Rru$EH-(w^@X=Q*QFzcw!d{ERJx_OKEs<-QWVRW^=DJy5yvD
zrGienaz%Gd1BSncls3?>w3DuM;reOZU)$~}jiPCWldhV>cx^ne
zTnW52i+**|wJLfx<*zYC^r9-xh^hBv*;?Ha7R7qX3qvsk(
zijF|F?9nEzG&{WJ)zwwEr1B6%_cwd+D4>;j;2XY*TiOmC>Si>RbJK;^)MH4}(zoSf
z6MXB#_uGJnMfN+42O7n5Sd{2!TIr^1)WQ)l9(F)aQ1$6NBzEhL-(I%Yqw%yOF4Mw=
z(ry
zcdJq@n%a1vt|50i5N4q-Gfl*mBIrjCov(Ow3jOM#3m58M
z1Gj`ieqa%0%Q7{1yncx5T`DFSErJ5y^fok!t6T7OMl4o{^-FI|bEyYk`uQ?W)W
zM-#ks#S5q9!~Z#renUKlgeZhJU3C9mnP-m;IGfOP*qZ#gQo+Ay5pBZ>iu3XAD?yt6
zM>MWkCis-%6oHOlIu(Cs@BSqaiqivj#A032J~ZWeV7t&1mk)t$15KT3%Y$&2vdBu*KKM+I!F9vEb}7CGRjF-!mXv?^#B7&t`kbU@>CngfHrU
z1INtt7L$i;%p`{9W0FD94p
zcRzT&{FY3OuZ?O40cYZ%^kDmUG
zHoxEJeE1ol3&E-Ao_$}`Py4^9b_c$w&up{RdI!E3)C&Bh_Usq6euHeaZa}tL!)!in
zlC3)8Grc>2+e>uJR%`tmsM0B0)d4JYUis`6++R(@H{!o~{4?J7Zz6R7?i^Opt`OY#
zPaxbvXRuhlGar8EwnQ49@XrYxgF*~gpB{C*bu;S7B1!O+pOVvgFTT8=ua
zN{(viT{TD5!QxasM-{zu)YEWpshy*)22oGA8&%Fx%fbH|Wc=?}%25l#e796KD@W1>4X3fn}SN$7!1po8-Xzt{*|GTi?`5XQ*vFCpi={4XcUC&XM
z09pd316JXRdElKKwfC(YwdU;{b@J~yswec%tOZ;Jv<2)0+pTi`?1Y%TbrX%mv&9ku9|BOo#ab5CE-3
zQGi#-L0J;EphMwNfQLP>z
zvoH;R;_ohUYKv;*)%gMt{RVb`EucT3@1Jl3TmfSNjo%@H_ozaccL5UtK5%yhyoNmm
z=4zN@U=D#f7Z476EX>~ktpSd34|tFMzXp~vfFJ+?b^vyP;Mc4i_2uUr^^Z?EYQmQs
z^(^f30H4k7da$p7Js##Hm|bADfY}330`|5Da}f4oQ1w^=x`f)pECkaZW(Syi3g)VP
z3K{s{U!j8L@eQ}`JNNhWt-tecYIbjh*%1(DldG-()BubJ6oHD(%1|oW9%dl}EWWTr
z!8`+{zAK?P_`d;rXlng$=)b2me2@75!~M$XYo-l<$^F@H9vXh)ckb^qxAr^#aC2?c
zfLRC{Z*QVDZJ>Mcp8@Uvz30CV^gqLVAIE>}HvG%n{pSh&Q>MSifA2PYpVRLNEN*Ug
zEt#wS0EOMYfX`)eRS%fC
zQ(yw2?na>e@C3L?@IPnvZv?Y2+>HTIuyglBgvk#(;MWnb%{*x&S1A6`()h3}|Cv_5_3gTmdZsPk=XE#NU3v
zQNT_>96Z_r-osuh7^5Iy3!tmngGy`yY?&gpLNCosWyQjch4p?kOnBcZ0BKy<+GQEJ;>}{l@DJ!pWTvs&Ru
zO|Ci?!0ioSP6l)e%T<4Dm8<>&*bdV^Bv7B(UFuM;DmC09FFHeKBAQ;38l*;HcSt0Onc1mMEOW1Il*(tG!)E49s_&;9snCaQGf){gXS&F
z=773;5O6;RtrMsjv&roo+~MxI7YXe{rr_RhHo2WcBHXcubJbpenSjE;8Ah2c+`(Zj
z+&2J!9>UmtJXcLfH<{ed;RF08W`GwI0L)o{Du7pjbssV1{&!$duV&?{#!vrQz*NwA
zf&LO82M~|M{@=jx&k>A8V*PM6p%TkeV{>y=H?zs@9Q@!eP$Ey=Rx(e0R6S4q(`<4(
zha+$&!M_U3V{rF3o7~Q!KHL=zwer*zwe!>#Fweq#2&f3V1uT9R_y48I<2LYw{|P5ll~*Lt(Br!1FWU3kZh6oC%N8Fk8Ug90dIl;Y8Rk^9W#{)hSQy2$~uIS7hV`
z659jZeZWc3mjc}@n2QldF~E8F{{c7*um*iI#PJ;XVW680yJ0IlS^$xYKx=^5gwkAt
zc>v})0LNLt;%9OHADGzxnG>)?&J+J0cxE`=_jpU#0F>+)z@{@w1k(j(XF!9odFq5g
zdFt|^dFqlOs2!MHxH&9OO$3Y^hV~B|o~OPC;fxU`liNAu0iS~a&lA8SaC^a@n-&O%
zzY8L(0{@-B&oi6c&LIqL8VQ~lm8TwuJ94zifwRDW9+;A4vo)KccT{lU^;@n
zFU&2-L@oHaAZ(2(ph?VAdjlrI-+f%3S_ffkBh2h%^nV{D{s@kz2sj*`Sx8_%0_DO!
z3}zGpjYYx@VNV9#ZbV)fk*$II{~ZwFe-p_8Bs>ss9hn_F{lAC*5zg>8k^B#$zoGee
ziCf~ZnEym?_}-)czey~AgnwtZ;4CJOKfnFE^bA@x{tJTtRW*N?$iIjK?f-YgJVPhI
zbb+b=J^Ux(zS0=}7YSH0Wr@UMTJZnQ^v;*2;qQp^NBDPk3(jKlIP%;7U7Y#+4gaeu
z&KJS|Iy}$t!bG(HK@21T7=)IaO>XCK6K*?{Yylpn|2wFiX2OpFjRh=pUS>aD)r-t_
zi{E3jTZ`N950N{V@o%U7ed3nLEE#-l≥)`NJ$j_j3eT=+DB={cFMGnKP`#AGcTt
zV)N$?nWznzp05O!1iv>wB0`Sikz0Ug#u6_#Et%x$nbS4=g@6-v1mq8t-`*=Lz9M0bJP3-=tje}#P>?8z|8!8{DyK+t@E=>YQ)%uO5z
z7!MFZ^9HnG@M{h85^&XEKL>ma;12)+-wjY1UB4hJi@n|Ksdiz^bUau;(0(GoaiQ5LCn?prRR~
zlA?J*#ao(Dk+)2-(9}#R$*8DsdSKmWfUkMG{^T6^vLWoGsaogpNQ0}|gf67eq}Go*6@aidt5crr}P?P
zk*0DAoAz#jpY&Z;A}t%2N&g?eA2&DZ-SGQ=jO+S;jc`MK{r@A=E3?u5|F<0f{~5+E
zH%HojX-lL24SttiY}5yAZPbV3*BQTuP+Q$y>^TeNfABkqUoJ}WDdQkS+7F$OmodF=
zlSqF06@mX0@)p1YFX4KDk^J-vLb&mxM&08GE@*(i;^z-P;Vrr~%u4VOn!h&@
z7QZ0DbB+1~_^rV&3O|A0Px!ropWAtKCdPY!d+}R^--q}eVmu2Qhv9!7zn}3dXFT~E
zGWZ8BRDZ|*-?s{X4itgT_`Uciu4I7^1Koaa)HhwklnU&F-!~U-{5uaDru?BMdhOvK
z4;!M1+|(l+TZQ%?NQolg2gT($!9u?r{POY3#A%i{aoUA`$M7r1?|mHCNT03i8z0p5
zW%#YZuW-4pJ61IRy9=`EEZ+ir3ct7c=NQ){(r#9Ih;bG0qqlTD@oindg5Roxy8d&q
zuFpD(bC389#&6Qcy8b1w3O|uOMNJeQQ`Ng7x;q!mS@_ueB%w6Ps
zbk@TQ7tfsUoVy@tR;s}qymzX)-eyw{Uc6V`;obUynaMLBn49v1bK&AykItUI@Nv<)
zK#dW}`D)AH#j_shwJ3Sk12bkny71u{b5mwLI%C1CMJcnAA|G8ON?ub(h>(ZWuy&6v
zn3W1G@J`a1nX>Rv=c1IEDYNj|J++hjqDLR-_3+HO3&hHKYM*P?JBl3-sqbI265yFU
z>(PfFL#(+A7vOJg&sR$h_Iy}Px3`U%+q>V~e$jIm&3$s#V=<5Q?)Mn^#NmbNPk6_S
zoXAa9BigLNX}AseZNu+X{9=AP_(QTf{3iFleICQVe$fXba#Xu|Fmk8br>nYRp01b7
z6|;}2oosW(@?&Zrd*(dx?lGK`%$|4fhhu76hfBd6DfZ@PO
zoX{(#F#h63B`^!<*j20h;%s6bFf9=Jd9`{rFacNqEC!YUqhG4kbAzA(|`%DA|n2XSr#xA;XGg#$$|O6xIIXK
z^neAyumkiDfgUgl=>J-+J|36=^y~yXz@D%dx3^X=o{pD;9IwOE8990b83{$s_n{_$
z8Tlw_7z`e$)s-&LD?kF>5D{1jOn3_!?G8O))huKj=-w0Zw`+ALuoxHvj6R4OnT?Db
zs@2QqA_KsLc?iFQ0=Nbsr|={X#CtRE*6Mjc$9uJU#vmjB^qh|bKC0EvBOHFDR*xTo
z3;~ZVfZ=1c`U-@jKSjoX3BXcd9x!SlGIG3DuK|XiKmlSA4;ViJ_CJSRd~~n?=!%0U
z`pa5<&Rxhc@DMPgq*h;j532a9TD=fh`ZcO-5_0@atzP{U@LN=AL8TiW)d(f
zt4@zb=dR3h)#(ZFWNfU{bAegF0-(RB(>>AK3xLtUjO;o+6<7?+2bKa$fYrb%p#O_?
zdJINIDKH6`w53kpO$lwq+zRyHj`MZkqk#p$1YkL^zy*&xhD&KK5&~8O6M$Je>hz1i
zf}O~SF^uq%0O6~3dNR&mAI2&|d=U}=
z`hScJ0}Fuu9g)GKb$To??h~vkz?5Tk`d(nhr*(Q6FyT1P%yz{1&w^)82on0TPR|A=
zeO0Fy0sX(O(<_1D_=raY#%)3=UUdRye2W?Y7N4xsOMwO7q2`>(2rzj%?3AHKXP_Xz
zz%KZdUy(2{>9;z48u$WW8Nvw{>U2kE7ZiR+4l(`<{zL?fd&ghs3&4a+Pz07!gi@pMRTpemI9K2qqPX<=n@EHqWG`=!Z
z0J#HSrYUrRC}>fy_rwH~qSot^fzcWifu+EFV1|3WUJi`&sMp=`wFgJbdOaFg3`_*3
zw5r!v1EX>DICv&9>RqoV10DE+&mrQ0#R%u&gFycGgU3gc<^ZGH)$6W8cnbQ~>%I?w
zxTRh%MT7#N6Ej>!KO{hWOuc>#m;$T;CJcZ9nh6KujC&H~INn@C;UV>U0^S498d|UC
zfKQ37*B!H94;T$h8dk4oL!JlBK{zF@-lgvakua)W_rz412TTB#0_PBpM#8{qU^y^h
z3~HbUsuGw0bc}@_FdUc$j00u@lYn`^4B#PP9`FRP7+68!+v@f3n~<^Fa87m*JjEd5
zfz`kypkrLUo(fFD!EEPj$Z-xj9T~KV6qrPF{PcP~7nn2y$6cY9kcbQ;
zoC2%@W&s^HBVk|=&~ZO%?m_6&Iq5Wb@)o15fz?mc>(fZ_N%R3=LK=8r7O)cXtaOxw
zc)ZC_19U7!0U{9w&H=_PgFRpdFb9~m98C&ztiY#@fC)hVUPyQ~3IKFv;7D;2JdQ*4
zdKR#t5S;~>aTo~z{g0rkqEG|H=nFvqkI|NMpa)C>`X5D`0;7S4fO)_bq<0))U@7n-
zg+D_R_eKW4uGiy$4jlGP>5cJU4No2s_|9fIu(TXG>;r>8*6Xo^I1!uzECuEO9hLQZ
z8L;v<80-uFA`Ala{zS=vNq^Prdx6!!GU6|z>Z1{^uGeFL1y|6tz=Rq!Sv1DKqZVxn
zBBLH924?B?dc-Y=px`($(BIaeCsP=h3rtcQ^b%lnOPm($hc@=aX<}fwH}rs&z+7O4
z4-V@B3)(=hKhVEHj{*AQE7wWD@L(MHbdewervic1IA+{H3jJ^-F$OsV#sTB{BLXl9
zm;ua-MFxQW!yEKUU^K7>m;m$~fEodwM^jXeK!S6D_u-f$Fd-3#Jm;anIB}c?3{Ps%
zUEzoj2Tu$z512v*aBTSmFnn%S`AJ~Lss_Cpn6w_}B;y{2!iEMt8xd20dx2TN
zB48e{6j%WC9}M{msA`~p77{?bxJ@|7iEsiio#enQU7P&EsX5HK2oV&EWzvvQFDFnT942=w2DFy!IDYG4Ae0esR+XtJS*
z4~zp=1E(!SO}-3$gdMvPAK@%u4#IJ-q6rZWckRL1XAnui3Sb5>I2Jhu#sR}$!vS7k
z9I$6HGV(@)z5?L{;BH`6J~|!o`w<3aya~gkf1p9H0ww{=!H2(tW9q|Da$x*$WawSQ
z1G>WD$%H2kcnFvTECc2NYk;MNIO#hA^24ZdVBUvF2dkD>$kyFAqmn;t@{z
z4M&tH;R`4b!f|yt_ya8P#4QWb_riS=$89hGPfwtKK%<@j%xaHkpup%3xaR>Z0GIfIB(2BcXe6`x*uuGjOH>;bPzkgi{i6xPrnnkq|KYei%-L
z!C82)i*UhggeSo8gGdM%{Sa>SL!P$)&&LstTZsGS!0==o1OOI1iu)uN;c?)ZcJLjD
zfN(Cb5;%t<;(6IIgyZl~B^%-JXL0Wvn6eDFp1@ZFgW{pLyitz@#^D}$4de;9K|dd1
z|5eDq6OgaL{c~W!THH|rCapt_0<&D1jd~Uo6L8Nm{7Ga4_b(>{^MHlmD{+G@3*l1vl%bCR9p57!
zFazkHfOtRPBoHtKm<04MN7VyMfhUOnu~GNDht_|1qVGYKoWgM=VDxDyP|krD5l+F)
zw&00C++>Rb<^hv{rN9heG;Y}C0~3Bl9|EQT8-Pi;88?3t@B-RC4ORUI3J6TVZLwlt
zG47oePQv)Fgr^*e34fvOC;}lVTt+W{8VS@OgOky=z-b5<^wRZAU{W7lPXHf&tFGsh
z99RLq6zKU3GBQ}#2LTI);8qu~dZ?~v5RTCGGU%to>3WR|o&tFMryxP#At+>xgaRp!
z*Yzmy{M|RT1^fPLE6(4R@R-}t(&Zwi>=fYo}UZ<d>l~@$mr@1xEFCD9Xjv
zl!1_zR97(wmp&`*KdW|Cli;7TRIELVjAp@~x%LvTXRR_FjYc5*c`?0`YDW4|!cdPi_?@e3^?9;H*$Ac}*hdEG54&e0
zI9mow5WHvvKm1AcQ!gTz`@A^(3p$4H&#J@26ZM$F8r_A2*`?{4-2ff!e!TG(z0PQ&W@@q)LCX
zgc@(TeS{ap3N?5HWC<_S=>g)5r{-tWZuc=J2l+Mq@t&GH>Ekzt<+^y}oEj)He^EU>
zvcT;|!}b$K$?_5O+(;#Bua=O1lQ{JYO3(nmGn=Zvt#F=G@uz`clsW`v<$u$HHypnh
z$Q;>X)H!sjMEJ{J#8t{$r?4sJp{LdEr;VK;I{J@OC)1-L6ULpI{6b7~v)Jh;lO
z)NXCPf}rE>fsTR7cuclPID#=qpBpF^!PN-j4~UKM6+!>CxN~ZBSF+@e
z&`3k5<|8<0tvGxhz4rwC&aL8y^J<7%1^@W9q7l4@XG_>a2IGvHYcmHqALgn08ij?Z
zV4E2AD-{<06WhdsU(wE)@b}y)w*9Jxcoe{&jqG^H6iW~c&J(A8h2@LzJ9pRV>&2Ot
zT3eqbR3{NAu74{;*)2kUL*>W9U$|RL_)Q(Crj!3wv6lF~@E7e7@50}`4F0^=>h#YM
zSDD6r#s0cc#Z-MYkSE|i+(20){+<}JsLg&d7=_?`1m$4pIv&9y1P79_CLNF3Y7S)K
zFyw`g!=j%DWIMPrWZP#$?AR|}zJTf|fqd#?Y$D=O-9)BZQM)~AJ(W{#Mh_QJ}sw#F9m=8ZSl-Sb*dWe
zjj7=v{vd!Fsm_5v>8NP)yE;VO3xCluG4Xd)RT=!HpNeP6@9;s{kBc{cR~M`4@L&8)
z^!Nk%#qh_h5(~)hj-?`HwRrOn=tsj}vs#?`L+#O$R+l*l$9*pD`csW`Q8*XjXHS#q>-zJ%~f`$|w!oV0@b5Vcs9+9TevsztnB5-7dU?Q0-U<
zhIz-^XEzB9f~s$8G!}Z(S9V1N{;BqE83i()$gjm=WJ=9|fA=?{UzIwrWh`XJ5H2pI
z@DSCrjiN-I6i-&EqtwapNB>V8twJF);Gg`XxKyR~Q48UZJuQ0t1%1U2gMCSmEsHdyBvZ)4!2Ed3@W2(flcssKO$GjQphIb
zhT~&$mF$06?c(7KzzhMdgx2$}V%24}oyQz-mADc4i_{CORy%w3gt-FnG&=eV+uxY*
zzNuDQcdP_A8JwM33l4iEr3PGdK)v2l-29j76!-kC_A)9wp)Go6fH?fOI;4Fz{KY}_
zdOwOZ&)b)J?_O|49Ymj6b>duVJkLN>c*lBu0_n(}fZYJ~geS}@8|CecGyMuWjuMMF
zp2!d7SBdj>5=S@b$G}b)anog5bHF8mtLAc_#wwX!tp?pj5spFV2&vZrigK5?FU>sV
z2>61d0$!h)G&2LpoUCYfOf7LCV(mZbC|3gfD-f^g#%d0@EDM(gF4w|kg4=81^1vOk
zaEHJZTeuV8N`K|z2E^e<;hfWP|hv}hHy^b~8n9N3C2S#Nd1U?x&t*A7~
z5f=|`KDh40aiu1KTLBJR7sHLm|Eb_II*BK*sJD3>gFmS^ZpDf_Yf!g8T~R|GME_IV
zQ4z(@*Xl_WE6zKSHh{!C!3VFzvmnVQ+aH%aJpsu8-&Eho6ZmPc4=`K|{!c<+PVaiL
zu7!4smW#k@1U_q_^&Ukr%0VRK_Bnc|;fSjOmj(_)`x@uyfRcg3yl1#r{2v4^qpxUL
zqYi9ELyMkvW{$5HK2EKph^1wyHfZMO{&-D^YEk`oCoJG*4L?FBC#HOO?m_rGeyj+
zSNpY(hu`x))T+_^SgN6)1TN?S@ov4^!y^m+Ik+$V2EIduEnSNS)kiG`cYd{K-+(z5
zkBO9wwPHd8rls%@@EgRF4Qf9%5&mge;_U{ke=Fek#|Eka+kr#yC%h=Uud0zjtfWM#L*;;u$`_X!
zQG_!1!}p6w9qOK)F}M!a>u2SbF-=#4JmSEuc&A?f$k?^Mr6aX8P|iZiWmjVtzZc>B
z_cz)#ti160AKnptj8+~Ns7h0$XJ?Ywu
zd;Bj^CWVhp^H7hG6rYc`X+6{$_%n`*3FME!T$glQJY&;BHG1%s^I5&v9-;-bqy|kk
z2yqmO9=Y(3KT)qQFd8&y%)i?f(ky{=bqT&JBOdux4Qls<+qF&2AV_If+Y^rj2H3@r
zHd>%~#IAKxV~IQ|HrbJjWcc@fCyv7JkqiHzGTg_PnRlbigDNN!A#Pe94|;09_kZ>J
zWm%)iZd#BU11{x9vDOWhlm!3o)AhPdHs-f(T42i@aOrr&u+~!?uE);Z%c1$SJOQ!-
zANB0*Wo*R6V31k^$f~RL;)AnlJ1w}Y3@mbJowYaw+#Bn~7KheOOG2Owff<#Uu}U18
zL(5?1e-3S=s|0})8ot(Gqrzi3z^@Wqga>YG8jR#>z(s?@++sMI-aNZuZ36c+F-h3I
zO!lVDloAfUrbmO0Nx*Q_>tet;Zo;irVvH+aT>mM
zctB5zao*`R`%=u}SV!PyRCT%;RJW
zMVyY*!o|Jr+C6Gw4~(>t;%#>=WL^gRsn68vw;?HVR0-MO3hu!tDGWw(d%+cfYdTvO
zfja@tt%+VKxMSeBO^glHd2m_FCfL76%=6H?YO(P5oY)|?{H1p8O9{^hQ8F1f
zshb!~2X_J-W=X>lW`Qf4+#vq!qP0^C5I8nnv}~!hS4*4ttDE@!F?ygg4>}&v@TcN=
z4*mcFU4+rI$P*bjw_*gf`3UAFH3)ouGC*B{K;HA>R7>>u0*Z!(&rf{lsRgQ~Mo{!<
zg;cBIk4O@?wbDY>;G5C0W{XG39|!-O*HL}FRSerh1qMU!hD3|%D{vc!4fQBO)5
z{>k&iW=}0drH7jZ^YFD%WOW7nc@K+In-qk6BYUHjX{Y)>^_1^M_#
z8;qgYau6EVw-*Lc>cQDw+CZB}d=%y-JlSe;ncpp$In4V1=5(T5J}9@DQZ7!PRXZ9t
zhv<=K#^b`<2U#nV{z&rIz@PWHnBaq2boNFz@#yR!V`UGx({^nFB$M%wdOk1j(x6F{
zRD_G46kqsY?%NH2_0yt}{AKV*FBOr#@VocH;LZ@!eYMb*QSj$1Z_vND8xxp+vAp)j
z092+y6#qQFPeL{J6Q)vb7c(S`NRmwn4v##(>)}o4MgY
zIg}d6;?{`?t+mLOJ^P}otjDt;nVi_#TJ!Ok2D0h}Jj0XyU@I1b(;
z5B}XM-XNEgcYvSfqn3iJX(M|0A)W(EeoR|2)lZw~kqCcq`c>>Oj5NOTLmFA&veU(H
ze&}e0@H>}?HvUNCJp38YiXr~seQ_lbyp(i8j4Qtwg!6Eh%wLOC=fj`8hWtH@3mJOk
zTZr>{_sg{?Kx?g*fNEGHx&~;YJc9dUNUp^sv~BPJ>{PzO_YVB!
zTDT?<362Mu`-|8ah`LIJzxurRf+FsQKm2#mh=@0r!%wdg-%p(fSJ?7)+OVZ=_M=7_
zsWU1V{d*g)>TWa&0!4C==Bf1rm#JSBOM|q|Y61cgir5pR4OesEk5$B_AZ%XB;rF$P
zKJBo=``?PrW5cTgvR0S1Lutlxmeqs~p(8KA90pd64h>Bp%
zp=N=o8A=4YISGe}HXXI$9*&{tD|qbIq(7=L;0o|j*N(I|fLig^3%vQkf`Gn|4e)nO>*b`!UCp391{N;EI_mOcI
zPweZYd8zZkr7xu>4>e}tY=r$Y#2=lI;34?4GK9Ai30A-#ysS~I^VhnIL?^1pe>kdP
z8A;`h_(2F)EfX7{ttP?mzFfRZ{?+iOKPP^2q640QUs)kSJ8J_yJV&5`@lw^(;=>R;
zu6Uxe*2*Iq+#ztuG!wMF%beY*UnN4+0MTbs{qxS~BdftxJz0z0vT>`pp)>kJA-JeC
z(IyoA>LUEO^w#0p*sNLW=%;cHk(NJV94*rPsVsj`8n*@K%dhss&9vSeD!DGcH
zx9in>aB1s>8itJvJ&jM^&}giN#thaV3B6KI4G)KDKBMr6Uder`R!7glAI|21{4k1i
z6g3HIJmf`BH!lx|d_Lq=8^lLp$Y>V)hg{+}_%(W>ue`{K2f<%134M;dIbMSxuHhzx
zqaeo9eQYf8$7L(=1Y{IC^mefl5;XyS_aDTbaCFEF_$Rx>58)UE`S8#GNvK_rY8m|g
z7er(iSgL_P1^L%)uqwGZy|8_!JQ4NkmFmQvxbyez(e
zB{duV(#zrx@*je~__FZs3V)gON0PsW^#2wU;P(g`Lw>yBEB9;B2$mt(M%aF(?Hht=
z*uUN>W_H3gPf=IRvuhf-d{RN>T-zkwE|&;egmVnJxYSh}(&;%x>Cgcpe0`Umvl~wa
za+cNV>)>}>2p1jxQQL`Rphm3lm@7qy_qVFV$A7Yw%|W*SRgXyZNo8XMSzlW_shQ
zj`D&iK{wawt$~iw;KX-=y{QsevRFag6%h9wFnrLU9H;Fz+BvI7;JK8bJjf>75BuSyiV~
zXLs}!p*^)o?-Ssnv+DFajAX@ha6a@{Z49`X#C;PXw)E6)_K5?T1~Qz=v@1gFJB_<7
zbv;o7dm%}Akxh&fLvDuI^Wai(diVsH=pYtEXa20k@h-h)9C2YN9$u$5IvAm%IoxxD3K9euhsrdBPg@s
zt+4jrQLB%pxPDzNH-#U%?xyfG=p;aY5Y8zlQl>8>>|GG
zqYWM!K^8r+QHZbAPm%wrF2(>D?VV}EBa}>jU_vv9@${P>Qzha=^Pi;qU>DJ;uQs3!
z%{yrj6yRv{-I$mhw~ABIT34TZa1}Uxd+Kh*-ATMkj{BdNKqPM9_L4AQ~54q);z6-i!1%Kj{SXouuxB^)t@1|
zM`XHj-m$3B30$MG#*7>Ty)pmP%emzM=GOj5Y6Zv`M3xh-*xX-h@0|}W9g6rP@rvUC
z@lk&a<%{5w8te66F*qC}L}PzsDb^QyIBEJlWhu
z5TgzAX#iOaazBx;gbAMkm=0oFV^&0$>q^E~g^9ZdXajs!fUJS$C#2~XPJK9Bd@w-k
z=u-wsY7o8}iiyDSzcAT`#4UA8S{gf0f~1iBthW~`Z+Q=
zRID6`S$Z$HtgiSFFBPJjI6P2m?^6n{94BJ`CJR2{q7xp^i>m|Cm)!lZ?BH|0fz(`=
z!$gN$(S|V~gQ6PrwPf}}m>72}7Mo;{=^*iEoX{J>#8PP9nhVm|r$NWxJWw15!v5_d
zw=H$7b+hA+gYlr*xIKLWx>yE(0kALtSJlL|YLZv`7iKmU8jL-m7l)L-qB30x6+;JWU3?Nj`r;m173Jx>
zP#TQ^V#Q#Z+aU?YowN;P_O(!PaIn_hyBuT&$Wdg&CH@#p%O}QB`fwb)q(+z_LWgLf
z-m&1S?yZ%J;AnBz5Uq!ID!4h*YV}1FH%zPq=aWx*a~t$df#7hf$e0YiAENnqS3**r
zj!)H6@^^@ThM-=2p{3xw@L}rjy^PGZ6$6H%x#J*Ny{th$LOm^vi!pzw=IN6H$$Z?K
z*h2+u6)L;PR*JJ5lJlA9;g|v)^_=!sL$yHfN=OFnz%4zB(^vd6R15X-$Hp@lCwLE1
z3W1#V;8@rh1Ig}J@zGsWvg1}M>G+b@b#+e<*W&Pb+tE}E^`T$e4D@Hx$;e)M*Ynsi+zXPW3
zXk7PG=bd4ebp(|alJhZF^~K1iW1N(Pv}k>;tT9L+4La30A8TwqmWGOTBd{Mi1hVX&
ztGWxzqvKw#q!{;W5vhY-giZlIKo^B&50%t70=abJ!XbGPzE(+{22BoQor32g+9;g!
zz>J7!)1Xp-PrkX6iY6AsVNa9|ZVb-MuB7Bn%eD=1^SCa#6BO@9oaZH-4?2s}aTpH@
zYNP5LK3qpNwY{@=XtdVZk1`hxK~Ef#ji1rcms68L-8>qil=v?zKu1&i2{S{WE82B%+8%-kozP^
zE_TQHPHLWSI?1VF%@|a8HY72(HtL^HKRF;JA%k09-?-4px(8oWqAvVGCvkd=)}_DF
z86)liy!fqvT!`$LoBD^Y#WiNi2osO0C{VI=GM+
zi_V$}PQkI^P-?wE8Be@37FniuMjIZ%tL>Ds4;S-ylGH%5;!%9QjqLmxVx$$)_20Cp
z_w)?Kte=8!R8bRu86t+>hQ(|e$Siz*>wYTXkr1))Hgw-ikQGnjFl&EF8uRHpw^0rt
z34Rk_Y$F?eopPeTc$?PK+dmAYc^}_rpuD+>uH(=TW5E@H!=GQmMNB7g_c*QdBzkNY
z^#R^QC-PjA>KnV%xGZzRKo)ey7u{Hgs_qbU=HRUHUv7pSqsT+X{QGDR<5IZ@9mi38
z(F}gapH0#lxzsHj9K9@80Qub-zV^@bti)>dzs^Or?_lWXuz*+g+Lc!#yuNwS=0Zg#o<2)68IFJkit1iX6CuB;mCei~_Cy~F(+$Yt^Gp{j}|dHwJf
zlAZJms_4KJugeJh?_T$l&^vqY$5`5S-|zJ?+ZU*p(hWARmyqb04Yp%gi(lPl^SX!}@7iH={}35_
zZHH|csxm*%=JhS|bntbX*IHz%_;uS?m>M=7w0Tt?aM_ie2W=mq`p*>FyjCEo-JjZ8
zHXtV_kK4TdKy7R~Ve=|NjeqpH&Ff|0_utsOs!(T}zOx0q3ViK5TOm?8_k(SVjp{qQ
zT=K7%+df9CT&l1I{0+6|&e(oHmd~7(!GF%$4kOV5*RL|X?++R4>pyKqQ=ITrB*zQL)U9owRbX$$h
z^B`C1eOSYK~zLG8S?!PfdYSoyfY<}y;ty=r@clG)a13m}CHjkeZ*?6xbb)9tI=
zNKn4i9-xD0%&;4ZE0^16euD7H74}cwUX&9Jm>s*SK|AgJM5PBDZ>AjK1cZZ
zE%uI;7?odcv3FaAPFTOi?)l!^c4dE#y+tYd&6mJ42xo7#w+--JG0b)OJCGewdcAvk{eNS$)x3~zb*k<=S2Yhb3-T!|`@ZIfp&r*ax
z+inkA2mQ<2?LH?+o@@8a2fhj1ijG>5YY*6r@W~zaj(O<+mv`8`D8n0f+5;L9@0*==
zuWT0-pWS5-I1S9%W%oP*#n*S)0}lgF?y`HW1fJhz_bEWH$jGyID@8ZT&$D}e3H%h{
zw}2~OvImqyp7)a7YdOM)U$S?*h}q@0m+ZqR!OEBI{yWhJuD*;CV<>EX#omeZ-+RUG
z<2nN31Uy^Ndw&F8M!(#)+a7Qj;fy_YuT6XGwhw`)fqP%GdmVnwZaWGr1J(hz?zP*F
z?X|Z&^t#1x!1BV@_V$#M
ze+uoJuqkn2WjOfV-P#xS*1FAC`55EkW4rs8n0M_?v2&s}rgv{!Po*3aL%A(-g+uwm
z?ta-#IcXn>@#EI&4>#pyw|GVQ$F0>;hi!=icVk@2!M>BUqc+iTiZ)HOo{Bs2?%u8X
zD(xc0;wjqD0Nv(4rEQT-S$Go;DA~f{J8Z*~rYTyOxNoYKW#r-%rsq?d`*}_IMQeNT
zkEvRZwj%vIcVAag9OgZ^#MK7i^u5IS<1kgj&6YuhZl>J~fATs>xHE5JypOa~L6_HX
zCU0W?Oet?UUfRV}PtK(b$NypYSp>?x;AppM_*8JQ&F~fALYv{=12@9tsk3lZD24D3GzCrgFK)me1>al(-+;%S=|2T4
z14o92D^+hrS?d{cv@*nl7HT&?_7aMVOi+zab4aXWjf
z?ykh!rMYy*Al5QFP%iVz1gYn|Lt^|unHkeCE^HMn%F2A^sSlA0fjaiZ%1Y)<`>zPzvDVcU
znK^WQJ>llltT^FB{I^ZosE7
zznl{``{r`kpgDOLcuHTv7%`kxk%UybJ!}92$#99>MA$nU4u7B5K<=!{p>!FRJqZ_u
z9N(M@k8rrFTu!l^_{#|9Z15{9NEQbEF9!c)eX}X8`YmFmC9^ZPK+dRHov|({=pqYZ
z^w@re;CdblzfluK)CO?WJmj#H8-6Q44LoJ$JnPf6Mb0)##vdSqifA`h5;K_Cj5?(r
zEXImGPim2F@mFjwEV1Lf941k>Dh@=YX&$!K;PGM@_|}=LW$b_0Snvz$?SUfkDb0Ou
zVwG&%?zhQw%o^Cr;Y3dN5!473JdPLedzr^3)EJdlSs!=(4d=}pi0K@@^@SyFfr2t-
zZ<1qI$rafLtosd`?dj^<%F`3&=J-13(gZN^c3F%EIayq=D^!y^_G>s61LjdU7{0r`|kNE|tp4zYjhdytPA|0!NFKl|KXSzugeiBrWTm@q3>W
zHrI%+IeZ6X2!9@U-Ar^`C-%*BkIweM(Yr;FQQ@W)Y
z{uS_jX%AtIup0te&6?wBQ)=a3$7t-*4DZ0ibbB-W64<9LfV6}9H{1S22xx+^Ch!7y
znjftE0q|kX@Na>qJ%d&MJ@DPZhutCPk9hcv&hRo2GG);n!oC#y23&6$`-Y0Autrtd
zh3^48`^|qub+;#`%9X>A?6Zsd#ac&KVkIUTxLn4}pJn(jPAAfkD#~CWEf-dP;0<_c
zgy!^TgQrV6w&S8V0Svbg|98XBnm{r*nh32tEzwl5&GBQJ;TM6U9&o)rTJRZ=%_UF(
zzUzM?;Du>$%_Y1N{McsnSApwv1HKoH;OldwC|ki%r?>LYf}_2wmCpdzr5T{rk19E?J*xctt#PbYpR?RdRrcTl%hepH?z*8Gq
z`49{i+Adi6Fz}S9l@AAhU6aW2E6Q^aP_C>IN->e%+zfvl8zJJKyi>L6
z?`sjn&gZpAm%6|Mq
z$X5P!@HBl{`8x14`iVDYoS6uaqxTyrr`8B=C>ibFth@*Kfz9v}!J7#{teE!afT!I|
zlffWoJk*5YoTHHgxF!ll*p$bz+|-Lr!^RA*g0Gf~7=2mK##cl{bt6wLVV|D
z^bayWW`pcQv@nyK$l=>%P`RH@a1BSm?FFf5PLO%5Xjat(=ybx*%8vm@7aN`&KM{U%
zw5y|`JO2gIW33ix&z~%M@4#CWpFgR2+EZJIEos-M|POptrC5=OSJZr
z(L6m{dD^n{N0RxQWDRwtTp@jh9_Z6{;W`1rbXJMRs+E5nJoRoXe-;VTR`Mh#U~WMs
zL!WBJ${zsdqRGZ4WRA?0@*!}v@U&%~Zpe|Fz+s9*?rRQHrzGbAh@ql0i_lkh3b5qC}LDD{LUt(2|$RWCR=JHE8hpbnyyg3VSSknI#(%5M749h04pwdS}CpkRq$P#
z;aj4lH0-VVbSAzzJ{^2_>fF`{OCX?*Y2`P8r|I6xue|}Ea|1iYP4p@KYgPV!6G2n{
zO*V9atIoXgux6wTqn)ZgV5{s?W|M9MN2AWle^2dCou(N9bq-|`8=~qa7m7}EGw^BV
z&5V!@a>>8S`NnC4{(bPD$$Zg9DQ7Vb?TVFIn)lfBmnEOcIC`5b0F6L$Q#mYIMM<=T
zf8&a=$!+zcEH)>L=QwOGZyPyGbwchF4%04$T&!i6+H$*0*o^-bCx?z`ILkBeo=Q88
zK+7Sy8!h-zjVcoidRY;PjQNa3j5n&_Dl=Y#jGum0VlFQLi#S8(=)XY;
zT-P4&f6PUsEiXB1gw<@&oM%7aF!c^{7dcELo}8tMl+L-bN~5J%q36g^ia51NYvU1P
zRM1I*L3PmVT1)REUQKY~cOuQ@zO294V$G}x^??G9T=xW=ysPtEn2j9^^1kp5BpXp3m&b67u$FEi)xYX1adEc5XO
zVzOVwf^CfXjPEmk##q64k?{(n=Vn=Rof)GThcMpB_&DP}#$$xE*qmnK0%J8}BImS`
z!vR}lLXnJv7{@Zk@Emy`hf^7o+0Jqf=P>RE8jD>a6JIl)X8es&c}*rf1DPc^gTrz{
z!|`_xn{A)VVRMvy%3)ga$))a*_U@I7H!cG}I`OMwMQT@a-g~8@xf7e?FW%jvP3%)(
zle{^17R}TQeRD@-ghUaK5+ZypvjushOHdfLy61K$NGE9A&T*R%S%~oxJ
zZ6MufpKM>H8F%8VwracmayezGi0eX|df>0o6Kz8?rLp+las`U-ClQ@dI+kAxPLkuE
z!|5;lH9Epx5_fQ3t~SwTFB>a9+Mz9WndLNN5xUVeiLWgG^?Yk({2R^jZIt+;=6F9P
zCeo~ee=WIT`;jZ_)94)6ByQNqm=%4EgvSl{cAMt|QSr?s5Tukf%ePaGt!k>z{mBgz
zM%kLC0-3xU-6FNrD@ojNC76tFD(uomwM$+tbjGd={5WEoA`O
z%Mh=T#23t`GoQFt5;VP%JI1_uta6>Cl>npl|69S`z>|GGrs-1N^8QslKNx05F8u)870w-WDAYr(OB109-
zk77eE@N~J8c%31!spk)~84PWGDBW%;+!755(kwli_FyjzBlV$k9ioDMCr5
zBuu`J`AoJ+PPg7OdZnTaxoHJs5Ns1njo?rSu*GSR33McKf7=5DDN&-3=D9%z4~>OPSI
zdRL#^_?D8d;^Q{Pr=!51VBVLGW57Mc3CCf6COf&gl6ac=LguTABthR2AUD)g>c_jb
zO9Abo$Q@)s#S|HSO@d;>7K;+VpWZT<66R-{JRQG)Gizus^Rde%zlZh71lcKBDtQ+@
zfg(4O1(``QoF+j@W4=g8#ow6!2t2jr3T`qsqnu^^bh>Q=_b>}a_{fBdE=l5h2`*(D
z3#$H<%tvzADs{}qzbW~bB`7!ha@8G@ggJja!o2T0k~eGaE#@nFNW%@XYbf*vxm|Ig
zw-?9=MMi!Vh2A1Js`@9%)4_6byO=NH1PUaroMYbkw^XcVp8oWtVTbMSXFeCa4NI6W
zZAxf?K}HPs7e`2cR~n*MlnjR}Su*70reRR}F`ry06@TQK8;e~h=|^3X1ik)G?q%ll
zX@Y@k#LrmZzGH#!z0wffOefdKyz?GeXPud!fJd2>KswJ%iOfI8yzeqeoRwyjUrc_M
zB+LSY1R{MhRKbmF8k&UrFh+@&$OuE&&<^GkmtN0bU_O1Z?MucS)iT^UpA!ezzoMbNb4M
zEQp#Y1&?urYUWGskp$aQA~8`>!X=|*RS#tS2brh8;z6#T1ZAJ8KV1@EabI!K4#F_R
zB^b>ShA>~nIW-rRhnUah1k6Qf8}m_IbLh*4JIQ>$DpNF@xJR&&F3Qg{)GZw0IVn(L
zd9J>Lc{f~-QAU*nH-j-Vbdve_iIRVw^~11*CjES#SInB&%zSP&)g02Fz!7R7pmn{_
zvdXpUBn@T8$f|D5RkwusDlPzh9f#Z}%%@+F`Yk0W_c__lc}ZL#J4j!-Yzlb5-^LN>
z9bPIyIuDyu&?WaSc*^LpXt`Qah}`GkX-XbrSw-81;vp=yu2E9$-_;eoiv%$iL1>sX
zG}$t@(;K#wA>Z3&RUhSyzQ_9UmV`aRrGCW(sZSTOS
zM^Lz8vCA+VeOa9~j%BPFqg?ffZrr=AC1tomCQ)D(3UYN`k&VL+)mbb)(}L8&OO$yopkF8IypYGUygf
zYV!YYbA*a<(hz-YjNI?6KgXg^cjAqn!7n{w&NJNI%$qMs1rke>TrLaDx1^>S>eyp2
zZ@x7Z%n48LBNK?_x2Vh(-O0T9b`|zOhWm#3syk(P9`hahB7LJzvY~dIKsp4(7hRHF
z%p5}-n9sdSTA0m-zGGgwQyMU)Z^(QR(WvT4l22g$NhW`{jmnRAw7KoqvLK2z@8b*|
zXFhp~R5Yp%@%*teQUWDYrDA|#4If2dzRJSC#eC*HQn8;=|M1%}9grbkPSLE1Sq8Puri*-~?c5e@g&vG5S@
zd{FZK%+F+={uUZJvk7)GA3I6%Qza
zJ6S54dykza&l!D{?bxyHq5@PgAICK@g!x!G?Ek&R`y2~=`Ld`dSJD5N&wNZ;Fn8KL
zQ4~rbK1K4qIf1#%$1apa8(xvNGoMIbF@jrf{Ezc$$W4_36x49sp`|0;dJFf9;Xe9*Ht5+BElp7`I_L&@k{&*_!&Ydy=bHWK3
zLkfOMjiqFLz>|J5>zj5yVSPvc>uchFhCXg`RB(iFnU3=4SebyYCBky%ofdvGcuKfr
zfGoi27P18NH&=c1uRx3hjN^Uk*=zZX2EuM8f~C1Ak^9AOD~s_H?O1U9mMJm1I)XZ;qp
zOZ`NPemmwfE&R>58|nKgc^1JiM4%GKe=Kv_ovW^x4V|~>mznytQh&Oa%+b9Qq@CP<
zB)^t3`Vx35m@~$8eW!SbBcz{|5gy|R9gW`Sr$i07UcWcpyUefBBVO9^t&v0->kIHy;tGo$*J~_r47|Q%
zA29E<@ZT^$$iklkPX$o83FIt-?KU=@#G9{1hH-|rOWvh8mrI7{8|71uV7@yU$PtEP
z(@BQRcPn{u#9u^`eAE?L;`Xes-7Wce3qOJRWP?Zjn-Mm$Akz||ocVkUABIgTWvIl$
z&ttyI!tV!9O_12M=BWKY<_NxAb=|oHZLv$G1S&4e8HK)>MeZ)<&9_SBw1clBFrUj;
zhIHPN+!^Mp9+crD5|p9XLmK;kUw5fFi!E(|fD%rpL(y>Q#{am3ZtNBD)TC(%Alt)y
zmW4kIp6nFyqk=YU#~p1)d}f@R?Ek(jxQhkJfifrbDO7SRjK=m;c3Tq2VSV$syV;bN
znKxfu<+V$>2RkRDV0=72l&?ROcZ@9+HV&2qKIaJLyTt)AKZ@T}X{drr=EHm(^YOm2
z=IHae1>@L~(MIOuZoPgO
zw=vdvKV`Co?+TvmyQ(-xya*~&Sdh!l1O{6SZXUzmpY;rTf>6gWdBkl9xzFqn+MB{J`PPKNJv
zNZieQ3F~_qcF_NRXF)}@G&G+Rh)I+Qm{04CwFkDIVm_Cj;=6MKA2OdmP}*tFQ=m3e
z+9`>Z{3Bgp1a2hp^pG>2J~#~b1{+#pMwl=8mCP41uRJ9A4{b&?rJngjzN*~A{DS*s
z!piS*{-Ce_k$aB$MBMU1`SIx@`VVfiDM*nCw3W2-qiKkFbOpopet^JFSz&4Wk<9P5
z@KeAW!;kGeWbXfuvY_a~^*JqLLj@K?7nv`%@JfE=sZjEiOk=`qbiYk=PIesS7J&I^YPD0zLM?y$UHt3Z7?ihtnJ#(W!YOYtpPniCO`JfD$#aHu?koKt*q>!)f
z*Ia4Hxn43oIpHxTzeV!q!_PI$=hGQ?xaW=kap#%&*j&lyu^m5LK2sA{?T|d*4pi
q`bp?egSwI
zf1h!cM$DInD)8wxa+A0O>CBhl%WUMlxsBZ)mimeGnxq1Z;b!e3#6e~Hq?#{O=CXsV`<37o%9{%l@BFcRsA9D@I5C*XWslkOOP~=ze^?)
zPOp;s?Tz|}FpCBFnu($MG)Jgq-uaj0y}7C*7I6uN%Fc6+^(TR+DY?WlGd{%niJheW
z3D$SL%z}z;Qt-V@M>)fMdKbx0V!mUFOgPH;@u3IKq94Ny|^Ew3O@-=F10Zq;SnG18)pVZ)xW>mVD3p
z4Tip1{}BGp0{_9+8?rr4G5wTq3m*WU5-`7>NAE3=OJ+WkZ&q`QD#uN}jZ`#tY?OY_
zRB0%g1sx1C*ffHtga=s?&Sw1*^loySB`BAeH{Uu9<-RiU32uU6GU4s4zZtx-|9ARJ
z!5v%z!--$r<}0pcL8s-Jts_m^?+Owcq+h#bzA`KzYMp*6!6QLh;6tc
z(@-Co@F$X1{sd16S6dQxOOt#7ofm830+}zj@He?w5HU
z@)Ks0U%*5>B8!k#Mz~K&B-DuV-b3l3732(8dXE=5sM2
z8I?Yq1+TK83IcLMf^w1hSUz9!E%OVOk_Wf%ED1jgo|-Jvn85HdicLl+WImannRn*&
z6&(WAc(X|=IwdG0GibbaP$Kw2f-mzc!BYYie6Zzp=D%Qlr{%%J-{2{u7cCj}SZ0*p
zPjMf1eW&ZVOhyQ@@V%MuY2inLH%iPWx63#~D_B3qqMyV3c$YHKbO5cBiFQ^^u7cG6kjd>1#yE+ZUc-h3m~wSf(dcupEhwHTTNo=PU)ZB@);0?KEs
zpJCBI&HCmmuP>X1W;+Z=hVt2o{(hnWaBQLT-!6^KP||q?IeoS254`FOJ}U)$uSi+2Rwkers~x_3#3>&EPbDk1lsWZmXA1;7PX8lCw
zbC*lr%upWl@tjd(uZuXY{x3*F>73L4Y-kI3s_HUJRqtc{idVL%g9X683&!tQot}!K{7X-#I+aV(qvUCx6S_@*hX`+}fVg0C`QlI|B
z5ILVs^uM1n$6`MWJlU^$i4;-)M^sW&lm#sCHFh+La#+&JG3H~RlqEaLyiJhDPsy|-
z5CEPM$b4PqgbzR{4=}InlRUn!F2~=SEQqB~xxtw?iQKZKq1-2A!dna}PN;#Wgm+sK
zzL)j$_e(qU=aI;rWj>x>WQIG)1^z#MT?u>?Mb_``B+LthFd^J$FyVH?^z<>)AR!##
zj1UArbroT*KsZ8xhzN@rT~H8NVFe3N*?@=$3K3iz7SVvLf@fS&@Iv(S`+Y8-B8m!f
zxcjQ>b$|}v*6&BE=Ko&3_v%%>SKZA_^<8UGKeyCRPaybvka*dP1ZN8P51g^M52b%b
zoGX6Yqd0w?;7`)(bfOeF?xWY8ATp}e{1
z5GCCIvcQLtqc#zqyhq^f711|@*R2)!zDyyf&tHW6s+wB`fxj_|m*Vc6Cuwc{T<@s`#%>%cxa-Z^aoBr1%Xxqpl|$2
zhX~JEEIe_FT$;H>@aOasIDan~FAE4iAqjjK$v;eZAw~g?A6F;;gQe-S{4d_s4)O6u
zed&TYH)us4A>lKkB#FOA(bfE`2p{6Xw~(A1pD^g6$ba}yh&oL2bT~;J0{KGmtEAY%
zOC2X45RM7XDN6`X(v-QL`LNN6QHL!qp{2mxXE>d)CpWY%`)d3i
zM`E^A;qlyZ;xDv>;(w5#Z#r|0x9i03%s;0cM*>%n(^qsjPaW=at|0L4c<9x0yc%)N
zKj}5Wf48tpdY5o%ufSbbH-AC!7oHF}J$S8>h7qBflKL{bGgwV{;0w{gO)N(UuURAT
zY>I;HokBq^DIQ4!Q1M2#J_zvZ{V*rJcb@XoEzkSP{`kb*8$G_U!)E_+}(r(`S%DxH+b+o#JQl_5IlUjK>OC9EUIyCtkdE$cLch|%i!V5``
zo6wdMUUy#bPjaN=F9ivg-W0!Bm2j7IO6^{95p}?iPD#aO%ni-?Um?i-@3aDEdE*xs
zJ%-*y{Iy>Re%ef>rG!hT1pbh_DBdQ*inD?cbyxL1p;-D=;O=Gh&4}|kuJ$M{BmU|X
z5s&;8iM%{VcnN(u6obMkRi{YMiylGBE1ZtMr19Xb2tVe*dm+v}l>D7g>}I-h;{Vpe
zf4|_bl1g$#hhDUZ_ELw7o(}Jkf{K9PcXNC1SB2tQ+CJxqfk~5V#Q-w+%c`#^3u^fX
z{3@4&*XKXHm_&lJ7$*n?{3Y1D9IoYmv!x*(L7x+Ts|Wu9aW1E}SjgdF#!K)0{BO22
z?@E5Ie*h64zLJ3WIKsDh@X3T9^56>yKjy(7L7W>@O&2DeWo`%_(0ss&f86gq9TG_3
zmgbGP+I9C3Ug*J>BhD36j1wc~FMi~uj_^YA=ner(&0pgUd}uX-uKx*_x*@@tg18XG
z-xJA88R3O<1df}eQ??OaJ5%8FU_<(m6jXW)ZFG>PW}e{RC-NWu#{dzMbgR{t6g)?`
ze}U*QMMRis*OFm9toUzFSn%Xg)_(sJPA}D2fEG*gYK(w|S?0Xt$Ilf=$AyB8G=j|cI2r%X#-rdm#5sS>3BkXI
zT(OAwbBeEa^%~+2Jiz6NH%ajN6yX(BbkbS}j$*m9jw~g7iGZa&h;xGqJqq3-{+yG-
zAo@1Gl>WZpFZS?vBs@vDGyj}bCBi08ha$xJhzm~%1wYWLW-d;@5nI58VEGbp{+Ox%i56E5$q6FP
zJ=ey=KNNB2`rkdnts`})bqIK8Lua%NBYfx)VW@k?o1gGE2zSqXYfAX24+Vc6$!SOU
zO2VBp;JE*zM9BO|beKek!nL5dS%Wwq!79%Po+Ezu@VLz+M?EU|w|MxA5a*u8Q|ug0
zZjdwo%ZN}y1dIo#yhM1C@aBYnk9ex|!@uZbeRZDrYnIhRPU9lsCp>twW2m27WJc~$o@P;P`-HteyQh~InU(S8SScm~rEM^3{Ni~^tY0W}#U-a&PRjVG}~
za~x>}9W^CpQj*Rio^{1pOKytp&sKitYb}ozRk^5=qIy(R+eP)ZQ>A_Tu_Wc-kyhC<
zu&nQWt|D6bAdaJ?l{su#S=u8_R3w%;tm8Nxw(52e~K_&*fYH=_ENsIu9HAJHM*a5Zq#B^pwKMr=A{wHp29$7oqW
zna_3eT_1Yg8#Uv
zesiic|8caOFP^mS^{syOt&;lI)cRJkzO}l(WxK78N3q47=r#7gU5>PK^{p0Pkn7X(
zu_de+Q{S3W-%4W38A93{L@o?{ZUO&Rx?h^M;Mjq?GG{5TSknxvJ4}lMRe0DjYJ~xNK7qa_YHvAY&&OYWp8ZpXJhu9ruY~nD>ubqglc5`XM}ZtRPJ!|4(O-N;?5k7=34*3TCzkoMFHg}Y
zvdzExIyWfvycE0@0XisAeJ&jf6@yE>UO60vx&ev#*RjUI0DWJE{2b
z6F*Gy2enYZjFd*gW~fxv0)pMXHx1^>tX&%PV@-;oEz@p<6ZVfjXe+bL>0mK+9dx)n
zzpPU~TpnZ6p*5SD4wLMZ#xP4}s|#=tpZ@IY%BE+4maomJj9V3v^0L^pvhvBQ8cj?t
zE1&29Xtjo>22|Aw#UsIBX*ABh?1p~m-xRvDo*B@TooNCl+tma#c25&9gzRR&`1)|_
zU_K$;+3Oi_H!E)nW7(>oePLE~&R3k8uZ6;FZ&R4SI%L99_G2b|z<$fcWr>Ts13Qw5
zUQqlH&58sYbmTf2H&D^RIF~t!c|Ljc92o5e$SQaV=C@
z#AXeIZ2Q?P*sriLmwajLU`yy~uWA9q0VC-14luWotg-RAFhbVt^|^3F9zOB+qm9V)
z=`&;6+(b+@|0@y8D;}RWK5uZ|K(57{otQCmZbH=}bLQZ(m{=Mqo1Ta}?u)9X8i-n|
z5s#>`7`voG5zFX?Yj<{6jEw7ZpfOv}4Vu|wyFnyP4%oYT!vddTS+=UdBeHDR`*qly
z!h>TT+c^~mu+3py{Z7m7hhcFz3_~;Y*v#1pt)gGDVcDOG*+bXC^!v+tYn3xw!R8&r^j6|m=)SzLX>Idx<
z*LxM~`v6;70L^cF=|*^Xy$goRIGUV3Fc
z06Uojn0rP*dsZ+2^5vj21F|kE!^r{7qM8}j!-ipn%~DGbvo52dg`%6RO(DFQqM@yP
z*5nZDyamRw;(?IYKitr4;~GOTg4f{F*vf1e$W9Fe9djwRJF}C6Fx3H}
zvF0_znmQ{(IKhHaSs=t4)taVwM#TN3}@6
z(Br0~(fZGQ*>`V1Mpn!+HB-|f;Zh@E8fv(RC5tej{#FDZW?H3TD-a5qiBM3-iT`pa
ztY(XgKxKPJLT;C^%7^tIk_fAQ6}tF?rLod@ED=(pn9>qvko7nS1#JF4=;pTqxD{xz
zK*-V)x}j-o!!WpmukhQMQVbpJsl(w$87F?$NL;wN-7#q@LvUy7+#SN~jzO3yS`EhZ
zGkz&sirpkP3|2B!01$rjtheWM}C^I;!<*bK*_@t}%3YdE4M45pSr
zwh{VBILC1zz
zT`s!5&jQF|D&{WJ{XJ$ZiIlywJ!9WEsCDiFSdGn^h
zU6^E?cI`AsXBpGsx)d!C;LxW7aO-VgiFS?oz#Z}$d^#I719qb{!){a#Z^(+Ov01|~
zHGMx5wT4*oCw#yCf(odRm0*y`voXPFqB2>_*-(Hi56{NYR?LPia@cM=2j<9%7O?+R
z35(?(TEmIaG_#=@Z0rHZPSG$ej-3lPx6-d+sjjn^=fb;+p|a}v{7U9-Sg#m5D}Na`
ziPz^ru3{M6@@)IJd63}IP}>so%>4Oq7(F}?cTPFXe#nIz>{Sckl&pjT_M(Mwr{c4C
zbcU?Q?uT4EBMHx^DmXisLUZ^|n`WO_1h>gb*jcw4D}MlLQCycL7~GQ{#CFKW_7GXY
z5W+@p*6tw~V86c<1|g)f_6uPMyKNbKtynr6@Gz9KpVmPS`@@GJ)&#}0TMPZ{$~CZC
zW^2}C{_ndEEw|Y64Vde8uY-Pyj!R()bhkS^4)aq|^nh-!T@RyWY#H{+zrahfY}y+(
zK-Vnf1r5=+B_eZr=u-Y-1aAR}{^#?|dFw$*#y1+hJkPhQX!lR)gu)ji6ZKWji1b
zhyAA=FiJ6T85KiEhPf->?p6a6WyLhuKVN|U?BENiJ%roYF3c3`cH;iObt9&;-p}Jz
zS@)fA9nLKu1e>`FdSaWi;oQFcC=6v=R$^i-UxkdtyCC;kfvaC5aCHn^XYh_Y-r9xk
zzzM&M#9xHxai*L973%Qy2rptxR=)(z?Q|QOV!#AhWH(+N_1}$`LFiweNmI-a?%+I(
z9{U^YV-Hv2%D8tg`5L3YnU=nsa*jkbbp!0S-#?7?=IzrzJZF#|052Fzf~4nZ%)
zRGn?Y{`L@TO1GE)0|%hsx!gOCKz?KQ{O)5T?2||MU2xYm)
zWK%tIJIt~Tz;*>3&K3~`6eCf(Mk4f7vG
zLGB^iZk_B*H{q_J669)3M`}yeW7*WBU^aFiAJvX!TRopo^3U$$sJgMN*D)~LxF=>G
z8!Mi3o$h(1AuEnSRyv)XeP{vOdJID8%LU`Hh3q8%NDpG9BRpA$C;;d~@r*`<%6cjGM|2-2=EShHQ|!;(*+jdJ@gHuV$e_HV>W4zd6M

diff --git a/posthog/user_scripts/v0/user_defined_function.xml b/posthog/user_scripts/v0/user_defined_function.xml
index 9a0b6001786fa..609b4d91dc2f1 100644
--- a/posthog/user_scripts/v0/user_defined_function.xml
+++ b/posthog/user_scripts/v0/user_defined_function.xml
@@ -1,7 +1,7 @@
 
-    
-        executable
+        executable_pool
         aggregate_funnel
         Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID))))
         result
@@ -35,7 +35,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_cohort
         Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID))))
         result
@@ -69,7 +69,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_array
         Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID))))
         result
@@ -103,7 +103,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_test
         String
         result
@@ -137,7 +137,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_trends
         Array(Tuple(DateTime, Int8, Nullable(String)))
         result
@@ -179,7 +179,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_array_trends
         
         Array(Tuple(DateTime, Int8, Array(String)))
@@ -218,7 +218,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_cohort_trends
         
         Array(Tuple(DateTime, Int8, UInt64))
@@ -257,7 +257,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_array_trends_test
         String
         result
@@ -294,7 +294,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
         600
     
 
-        executable
+        executable_pool
         aggregate_funnel_v0
         Array(Tuple(Int8, Nullable(String), Array(Float64), Array(Array(UUID))))
         result
@@ -328,7 +328,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_cohort_v0
         Array(Tuple(Int8, UInt64, Array(Float64), Array(Array(UUID))))
         result
@@ -362,7 +362,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_array_v0
         Array(Tuple(Int8, Array(String), Array(Float64), Array(Array(UUID))))
         result
@@ -396,7 +396,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_test_v0
         String
         result
@@ -430,7 +430,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_trends_v0
         Array(Tuple(DateTime, Int8, Nullable(String)))
         result
@@ -472,7 +472,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_array_trends_v0
         
         Array(Tuple(DateTime, Int8, Array(String)))
@@ -511,7 +511,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_cohort_trends_v0
         
         Array(Tuple(DateTime, Int8, UInt64))
@@ -550,7 +550,7 @@ This file is autogenerated by udf_versioner.py. Do not edit this, only edit the
     
 
     
-        executable
+        executable_pool
         aggregate_funnel_array_trends_test_v0
         String
         result

From f6d200bc0055117503ffb7f243c6863a6c9fc0bc Mon Sep 17 00:00:00 2001
From: Zach Waterfield 
Date: Tue, 8 Oct 2024 18:31:39 -0400
Subject: [PATCH 2/4] feat: add hogfetti (#25443)

Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>
---
 .../components-hogfetti--hogfetti--dark.png   | Bin 0 -> 8740 bytes
 .../components-hogfetti--hogfetti--light.png  | Bin 0 -> 8521 bytes
 ...n-ui-lemon-input-select--default--dark.png | Bin 1804 -> 1645 bytes
 ...-ui-lemon-input-select--default--light.png | Bin 1769 -> 1648 bytes
 .../components/Hogfetti/Hogfetti.stories.tsx  |  30 ++++
 .../src/lib/components/Hogfetti/Hogfetti.tsx  | 165 ++++++++++++++++++
 6 files changed, 195 insertions(+)
 create mode 100644 frontend/__snapshots__/components-hogfetti--hogfetti--dark.png
 create mode 100644 frontend/__snapshots__/components-hogfetti--hogfetti--light.png
 create mode 100644 frontend/src/lib/components/Hogfetti/Hogfetti.stories.tsx
 create mode 100644 frontend/src/lib/components/Hogfetti/Hogfetti.tsx

diff --git a/frontend/__snapshots__/components-hogfetti--hogfetti--dark.png b/frontend/__snapshots__/components-hogfetti--hogfetti--dark.png
new file mode 100644
index 0000000000000000000000000000000000000000..1e92a6a97242646ebd3ff1c17715187ce6ad83f5
GIT binary patch
literal 8740
zcmb7qbyyr*)8_!eEojhz;Lcz}g6rTG!xI?XU1o3y!CiuDa2+fm1PSi0!2$$#clhSs
z`|a-g?!No%vwu~0SJydJr>d*Yulj^(sw?2*P~iXo0DL7yxmQRU4gjDqVxc0hpaBHA
zNP^<>NqaMf^r
zd{9&z7qn1HYryo8cs3&+znQVwIC8zgB|aj2IfQ{ng9DIi_4PqTMHQsNH^Iv|@DIhq
zkTo-N)74GgCaKtN-P&SfSoi^}ZD^=$Y%I_Zx;tLo-d@?RGD{B%3MvG5P
z2{psdi3O?D?CcCZFgp-M4Grq~V_1=VzPvdyY3b>dCNdr&KjQ)i@~yv#m45n%bYsJC
zaGhx$Y+C@aYQ)|?YwQsF4t}DH~!d9$;V)PsQuVC)R!UbU>}0!3Lmjd
z;=SoL8Bpb2x}RyF6_vbo?eXhOHn<*4vzbv&yev0=zg&mNMXaQ5PG^b1^xRk412gcc
zh3#g)DeaM1Tt*dG`xkAHxK8Phropc*o7l)f*Nbo`_ZM_XwJ3
zFPtdJ&UU!fpvm$raGJ09xfa7M?sBnkl2o?4^Gl2&P1xZe`{Al-ZQ1*B(8UH_+H>_-
zAyJT-Rb%#IV?zZ78>xI)e?Y^Wx!=Cj5Wg%6aPGBOsjA6I7}`A*9%L41ggcU&Lbk4A|QiaWczYOF^c
z3M~y8eO;(F_Vx|>vqqr04~x1BEFD+=jpdVJ7Sns`79Nv_hN6=HLqu<`S`
zLon+vd+rkQ-Zcir?MXUXu9pgRg!DMT_p6SN5uDl;bAG>LZJG8(y(j^$zXvi
z4n|S0X9{<}){wXvX>HA&*!I5nwpbQDEhz#n->(BF=vIi;3?tzThyso5rA*&5%lcpI
zkM*`IXqO?u!EfKb^+9-zsPH;i+S(@C??5L>!nm=qoeZ6v*S8##K)z!z3PtYc3HH)U;mYkfNKHl&x{hcRK7KgF)
zgc`h=l@r+s&NSn{N*%21OIzRCfCRm~E{n^{$ET;K&$q_VRBZ$WXQsd&9v^7{PX&Px
zVr!e-CxDr%&(>~BA~9KTG&~Gn^Ib3=M*b2YQ$a&|O;=CPJoB*8w|R18L>L6>9T*sJ
z_syC}s%vNf3kkh_^F~*Ubb3J5&W`pmH|E!GLbo^gpB1JYVgDZ_%B`hmU|^zWUcYPt
z2i1ewoe+{QyaU#_eWiga|J`l9LIhsz}Xzt^|7bDtM(PRw!yZtsc-9i5$#dVBv!
zMWp-nwp$SjfG>`Y$?HV8BQviCyrUy1^y@_`=&`7Lo3)rB(xXSMUjNyUs6oP&aT-?g
z&OG743cBpP7>%-ml)2ThI!`=-uELD-h^>jkW3?9QhW04K)Yv$SMSBq-O_^*Tc!Ivq!GbMLVKT7r5^M)Vf#SZ(z+`e
z&)aE<<^%KzH!uq1mpHR_T08rBpZ=ik&EBA#s{_?EX2~POjf6y>lbek0%j-t~lYCwa
z<-9=kW?-Wg9FLnK3_zFBs~|6%uEhkerM;}^Nm(c5<{NE37Ib)WdisU&v!+%ICJAkZ
zyxqtJu_1d={#T3%sOJ2~p%5*DDAw-Ut*5A<8p(TWjLNsGQ$a7@`kRq}SOaJ(B}Ai7
z?0+ZS7ds^B+8j8(5rUo?8&q{okUXW71F+x~PMRjW(NYuUbouK#O|KVt)zZ!oAOfdZ_XdfS7pBD1a$P?S>V)S$8SE%U9P#Bi9Wq2C!^lWtCNx@MV0*S~1=bM$f
zj6^GE$>#_JMS$>+EB*YKjcY^p&e)P}ciu9+Q>wCy9^!-#y$KA!!mG}b5lvTzSyu}rKxOCB
ztQ5m@g7c4-1>(fMy`H`~p<$4nE$vGrmF8s8G8&2QrtfaC#ltb?WU1{8xSD&ivv~+d
z+R1*B@xA~3oI>t{PG-A#*I1?M#f5NY&GeYq#WY_yp-I_mdeC0~o+Tc1ui5`{!b*;!
zA{C;CfAQY2nX||!%p{>C_ge&{DdG53#xCLdyarp4k1FON-{n!!Lc&<=I+0<6X*6DL
zPb`9Sol7jXkf1~Oa}(5nCx)S=Kk#!jv%`^#BfA@ebN|t==ic7o@|Qn9kkeO(z<`Y0WDyD;p6dBcbJcW3IHEqJ
zGZ#sNvY9WjXZ_-ueHQM(k1Sq1!JjT21l&A}*4(|KsN>=kICH9a`Pu~W-4J-3OBMhb
zZ>xb0ytY+7+hYo`8$xSKV?Z}yd;8edu0lb*?X49}tKo;mX`0hME3uT$cP$!bZg^6z
z4sa)w+j(gb=P;B}ES)S>63qNU?55%0Wn8;0B)bOR`##1Hv}Ve-yx+Tg%q?yB1l0FZ
zqmzU~X;x)(g;!OHmaeD@_iOau4+gG*@DM%)Pf`=+b0a90vYYFko+^yDN$nzZCydA_FHSDt0P;JmhFlFAm8yVJ#^@EP(OPIUDJIbyabt=~8#nuk;c^jK>f|YmSwy&~
zV4&PP?5wP|c+7OK*ewIN0YCzH*7WkvX7DqK+L`X?`UxUnsNILPW)d!mL~)^|V<-Xl
z3#jpn1#O(Tm++-~g7vSK?qd2P*PzHw
zb;E)HX+b}x7G8c2Gm~iJxq?K}fRSNTsaH>0c;!0wb5v}q&x_|^0-#Xyt~JXn)y?s>
zi=$3l7ou5`)}>*NKOC5s=RF7&5N*$9_!!5ljJaHN1undhTjl5c3WNbZuq^S@=e`fv
zKA!P#Sncv4L{hTn^S4kVgKq?kd;konE^}x#dx5o0^vmRsT%X^Y!PNj9T%(?oa<$L)
zI>Pitq$>d@nJO`&tO58q#$9i}mE@G3Zd&k(Cs(A0ge3GXQAkZ{nnHPYFn*2>3)UV&}5P1S-3r
znwWJ)PBA|kX_!j-tiKyCvDN8ji&Q@yLK#d-7U*`mb?ik`wK^J@?|quY$T%|1tVn78
zXe=AChJ|C#08UiB)$U*eCz36=F4!58i0VgnVlm0n-{a`vPrtX#5EiWC4d+-F{S3T3
zbvg4DIT=8H1#q|``=8u`u@%=c?0JFN>=vV29(ra7{IX8k{nSuX1(J0?=jluXq>}Ye
z7+-jD<9C_+J)ou8cBwa9Uyx(rreXnxK_qS4#l$2(8s3LR*jXu%Cr&rg(~A;%5M^R#
z5$tu|8Los(J0t2{ZS)PdVy2>>X=kKtCycM)vU{%_K2=-e_`XbtqLyRtVBys)G;$Ly?P8aR@+H`hNEwLVG|rOr>`;&39_pWQE8~J-TSqQ0N$;ru$MG^lV6t
zIFpm|YhfHpia-Y0o7hDPXJm7GhHx0Aur(D3GP>JYhN8svME;Ov7Hm#c
zXF<_eSqETOi>G;@45dz>)vZkvg+GH!lYe&tC|O(#DUH5)fpsFS3Vz)fsVJr^n30HF!d
z-(OI7BN=2ZFUu4mj?M@*N_=Ciz#=B7Bbb&n8M|E+MXc5k+Gqy}nc%gk8DzLQ^SXkq
z6oqjeVi;DD39Y_Zu=Y4`>v9cxtqz#
z3FAsHVxUmKtk{h^j0G2JpB`#N(_)#v^C>>$TlLtYthT5d6V1y8w{qLsZAD?-r!MoZ
zkkWLXe3eX*@o1WPk$1ATHAqHktm8b}$eBq9)tf!NqUbM-tbzbe)`>pU$S66vr}K{f
ziGry_9`k!*K_5n-$Xys5B`QkJlm6k7^ZGu|u}n0b$8ASZ)cL}|U%jorFLXOZIC}h8
zOkRzJX#reRS%ZK3lq_(H-BuF>-V2HsuS7~v*S~OMD$OseaD;#UnJHo&f=nTk&dzIf
zA=wL)1pg0s)yuT4p@L4d_}M=x!AXPES((oaYkIgdFm7u*%%y9is24T=B{nj|ViuzQ
zSPC}$wq{OGkmBVrQgAM52~I6FXl_hQni`*K;2{XvP5WeTTd>V%tAkr?x!;-`>;OxBCw`w>EHU*Cy8^;&G7W#&yrCjThZj7oc3OnN!MFf4!&4xrx-EfhxD~;#Z0UU{}>I?
z=1SbZ=G4TTxNyZixNcHt_e=0amn*Nt-mHB2Z_G@I)P3h9&V$A6vmNap{ckb1Mn8L3=g%t`PGMJ@k=*;ndfEBYtaZCk-saOMXiuN@BlG;`X0LsX
z)^$Aeg@?1gAWlq-2`f(ZF(ABbu9SU)eE>UXyX1J!fDa7(*yiYv;bw~{bl~Z*{PIQd
z6sin
zCsQKmjn<@1lYVbwbHSb;B`uI!c4svkhH?1#E?qZSM;GU$DNzqE?ZKu^?wZZM0OVlNeA|m5Db1EyL
zSsN41Sj$(?RU%pA2Vhb1-Huq~$Envu^Mnp`9SG!5b{}e0gpVAF)BT<;i5njtY9ZCC
zXA(b19lSW@PxnIMN|z$ZKi-l|u}v6Y$)dwPaM~GE%3%(hg^_Fb>w40w(SCB^84z|N
zi6LH~AJNu58b|!GOp`=)Q=3f)CRFbiL~>-ly;f*;EQNUHq2av8A%g
z{u$s6t|a{LZcDG2O9C5v!GzJ2sr3gmmGa5NMM4>7Upf)-Pvntu{)Fm(^7Ew6!ZILj
zC#GpHD1_8z-7r3w)hm@T>WAz`OKoiFiqftG%w7mBiT+%boqN4jp++Ds_&m4e9jCcg9#Tc&Exg
z{9h-~l>rw|aBxMM>NYxsz|#P6`5xl`RDzndZ%N3Obm?9#WSlQ_}yd
zO;vF~Ad^%q1N{0W`&ycTdE^I?PQ0AP1MXKn9Y;c2!|=lst9uEI-??(%9bN!$i>@&b
zi4QU|Q$r8bI&SFCm#bCnZ?=x+U;f$c@_nQ$wKi&~%&dFk9jkti7E2m-V{SXrmW4Y#
zD1Hh7Not5VW0ReGg5tR09TMgNV|$*1q4JIzi8Ct`c(qzG?ap7!zf_7-$}?ecfk^?Y
zGT2fE#a2M7W8+>9J{!jUVZ@N5NqbL_uW-oSkE3>rH|xEuLLM(lsSwwo%9+(|>`*+0
z?LqN|Q09lYYMK(tlKi6T__qsrA3{C21P4MPTLa3L$ZsN2>rY3vxtGuBi?Z
z-a&aIjXSt#S+R#$WfxkaK1Ba>%}3DpSI^V3dI%7mlElf3LX0l^FJ17Ra`B|R*?e5X
zui?)nNKqt4aky%Gy+ak7T=sBOhLnr|HOgCsp56vbiIpx|8N{xwHh5REdCJt;(>+=?i)9nQB)%re+
zu{VID_;J`dp6qUntz9lqULNzGWHe#~#Q{}2>p4oxEi9^@H}F#P0aC%kGT0vKUJ{ZD
zheeF78LwFLib6TM%|u?k*kLJu|Os!
zbL&Kc2Yu<=OWCj1Rl)X83-B13lNpofA1CSau>iwlB>pVo1Khzs6*ra3aTUM0bh4G3
zS{3m*VX1^`!U0M}n~2|_;}~3|h$HJuH>UB^JNmzhti2qA_y}Q&CWF~&Bp*qAZ6Z@}n9Ox9XaQ8_{rM_1yuCz?nk
z){2ezu0@=w8k1W;fiUH|!OZDu`*iN6ne($D=dB(G9wdz@$f5}Pj!O^ko52!9EQIfy
zX7T`f%CH6`EAD>#TKC0=$bCx7>9t%r!MfFP{C5+*cg=j91h+MOb%a1=Xcg_3RVs6i
zGcuycc#gf^k0BTlklJ`E{&nJKyZCK}Xh+Mnj=4{=GceG6(|RixI;U_)6iCkF`)@j*s%l1i2nAMkAkW`|6}vXl#Q0f-!|nv>vf8iMxW3^sw#UAgq6E8T
z_S+!3SmuZJJZTaJ+yx$aIEvdop@Ar!sPy_~2Amez!qgKt*AQK~e7%7>`y9{uog4il
z#fY!1cGBlUSgq#d>Zq!HKcv?i^tubM&6;-dRb4G%k2z$>vG$)H&#sPA{Q0G4ud&I<
z7^CV-h0(3!Wf6rtXP;tvL$m&zeXz$QLe?bK#->p`GiETVUe1^5g9e<9$g5V%7gr^*TmVo)xn^iMRNEW<3b&xxl>Ro6RDAsd0;#`n=n6bt`w
zJ^6}}JhQ*7SB>l*bBE0uNVV9P=pemllm@=z7&6!LsIR`
z54~B5%6B!8Zb+X9w!N3YA#C5VQpD<_R;Vyj-QR&Ix#o#AyZH|z&jpPCbrygwrk1VT
zaQ(tn;vjo4S&_Kk2}dHe;x9PZeLu25-WS9ef!
z3>uNHA_{{io`Wb75|raGCA)PLv-iSYVRT#n
zT*gN>Nb6|lKxkc0e);_m$7v157cbd`L}#)dhHl-hm;dC;dil&50X
zZpHdU^q%oNIl8=)lS?%ch|0>w_5JnjwY9S2QJlcSru@4&s2~*{{JugTe`tuiP~$t<8

literal 0
HcmV?d00001

diff --git a/frontend/__snapshots__/components-hogfetti--hogfetti--light.png b/frontend/__snapshots__/components-hogfetti--hogfetti--light.png
new file mode 100644
index 0000000000000000000000000000000000000000..b507aeb43422a0b423ae9bb4fa3ed6ebd674c6e7
GIT binary patch
literal 8521
zcmaiabyOVBwsj+c;0_5Mf)gNUaCZU(2*Du`BtVd0159v&1sz-lf=2Kb1`LldOoF*@fihuOpFvgu~XL5@hU}W_Da+Y?Xy$oPhflldeTEJ4S54H4t8Sh@9(7S9MDIep!%c7
z#W*R;v@U?G-K_@cNCf+=Hlfo4%s1JHi#EFYo57o==9G|>`8~0lhM=}-G$bS=p~Y<{
zA$d*o{Q{w%EM`U3fhy5mxK
z1oxWn4F@wphWgW@JjL2}U(*Ebv3xAY@;S{o#s|wjnD%FaW`mBdz!y#8OQ_E!ct!Tp
znksg=j|1sS8W7;c`qdlNrh%%o9B487y7*`G*`Am5G+8vtuq
zbxtil9QY=38fHKRn##-h))>lNHcN!doB7PX+~-8!|90)m41fv78441tl}<
zp{gD#$LR(Ez7M|!tPl?>Q+?d&$=>`^wJww6Y}y%~R%sp1e_nYY-@u)z#%*1$#o$D7
zn!M(hqmHBsei{+iOBTsm-`1d`yu7rHdESeoF5k0O9A8Z+4$$&Bo$qnfDykZt_vuk8
z<|H}kn*Ds8Ft_6h^5A}zj!u@nr@uc2wmFus=4~@+s*oQYM4AYJP&btIw4eJjrM4Mp
zYp*(;%bjwwv2DL)Ev4#*f=}Eg6VOwePN2IG2;^VCGb?(f|>s?qSf3d+`OYBZ6rmkeg
z!yTHTYW3Y(*F|$BXc6GhuiUwhW1*T5|84eggGqbUajjjTE`Hc@hlGcZ%K521ln7H&
z;&eIW!LNasD3E(794z=r?_#?kvsk}8@#N~D_QJH1e<1A@s4GfRKtKR_)_rr(nBdp-
z#p3NoGlpJIgQrWiJ$G?&v0=HDy|M9K)qdW|#(++7?gM>HYgPRH$hvc}*AhG`3O`Sm
zA)v6Rs0S*<6`nCuJMP9N%%tygJM}@M;cR2}jKx+bE%=EmJJzt%Z=2you!+YqH`T+%
z_6^J*F191m#wKqP>hu1<;tB<5ZLC{4l*6`6?n;iJ}=St12
zPt+m?Z7V&*B*Fj@sgy|Em%K+@#AtFdsElTnsmegh;WC?#@)DE(uqL|l$E~QRq>mx=
zuB0s3*^GI38rwHV3_yzmXv!WRmefX3?IEohKT=rDtXKT5{8lAX>QDUEU=G)wAnIHMe3cCRYPbtU{k*$tdpXPqe>mJU>{N{an>&EVUNF
z|D7$M^`d+=h+d_E-qS-WCOD{l&BXIlQoT}-wPoR7qVG5$l535LNtW@NvT0{Qhrl(ds<6n+vg%C1fJTlHcNwI@DO*XPm%_<50Nd~jTm6!TXmdt-k4g+1)Q(X>{^nmsl
zlNs|&jO!`NzFuHgmCx0x$XJ_WA6Ru>n7D~YB0M$rh#JMOHJKRGh{YrcHXzsr3FH>ybd9pO%UQ~scZ
z2KY((j^A%1SXF~P2SvQEKj{weWdt`a*JpB#F{zarU9b+PEj2daft9V2^FDG~s)1;{
zCl==)1BaE=&VTm4k6{mV>|#L|W-lGygA+yqHt;x=%@{UEHn*1JkUf5kUg}9GctJGm
z3>aSL!$n{7Z6q;(;hx%g%ZnqZTiu!w=+5q~c~$L}G(E~)Xi-4H*zBc592N7psiaqx
z&5ZZ)2M<__T-{pO-yhJJ?gX!UP@Zo?ocqh^Fn}itNtfWJ^9z34r<@)pdE(d^-QXXu
zllUiyleb!AeKOT<;8?Wm*=?e4JPX?wesbEVpaDug+<+hA7bajd;{sZAx3~;rRb32^
zJ~T07A>QK*-n;S^je}6dC|dG=TTzKKV>zBRz}0_+S(O#CehnU!B8XUdL&URmLCdhW
z9{YXlc)B$qHtNwXnGXYy+q4)508X2BkD*?v@}!NdcKHvZJuTWz^=5totkMPwSM@vojJ=9;i{2tTSqy2Qml&4E
zNypHx{dFpD`}Kp>`u$9a9sxSa2$TMxj{6M0s9v?EDrf6I(a5xC^L$%cE!>-VobD4cP~XSDx`>&R^laDaBm(m?3YJc$
zp$zF(Z?Hq+fUmuLLH0+vI`yapIe>RdmB|oBf!<{Rn(`gC4Eg%T>puTNBfhE}1*3
zT)1t&{zrBr9`uuyZ&Y>ZyURyNBK;>O3BI0|{rO^e(Zn+iUnu&M8x442wsdmQJ5{Bh
z0S_zit=i;)JfP${vzA3&iVRj2$9&?>cH2?C<->4x>*&pP+Ra$|x_GgZbj2ypxU9yR+NvUu!r`|ycSa|zA+-ZN
z_TY||X`fkZOv}c+C9ZQdD;~ZhB-W$)ZkU8&Q>o^PfH97Gj`S0ZD1Fm7Q*sFOMLtHv
zYmNV;UjUtEhszgHVD&vBu8ZOgWlCbpkZdmDNhE_Q
zLy3TvO5Irw!5!kRl+9n0Ocv7|g3kMjsK%%pPh=+|k5Os8LecDif;fLNCqd$-FvPI6@Mv1u
zrOtCg_V+V|QUS1fGY9x3ePG)rnQ+0~@P~kU4x4*&h}u^KY)Q!aiA&%!J1)SFRwCtl
ztFJ!wf?)0&g{cpDM3n>+=r+{NLdb!MbC?}euhTs}og#QpDGg~(*hL7-7LcI^AZ?YF
zVu2cxj?vRToTf~kKw0EqYEBhcQSROwc>c`B&JK&K@nZ0aY!RU^CWsQ4C9J)E3ctsX{0=IOOiJ2ZPL{Sm9~J4m$%@py;0{Av*96%E_k
z6y0@I{?ImLtMolYV|j+XwhH@h%RFEdGc_Rn74f7Ftp0fOu?2Fd``bm;wBPLnN4mUo
zB=L6d9#rw+o-|S0;rs+Y4x-Am=$zlM7Xc(C;Dv}L(xaIT_TwjA3p*m`4fW@+rt(Zr
z^@B?9+f2r|!Xeh}{eDK5%_xj}UEV9zuYChiKeS8@Yjb|QEv@AB1hGYadg3AuT6VeD
z3S8dN&=1&zl-quT70+oNDZ(er(@XW-oX$Lzp?OGel_;{^ue_AifAL?NF>
z^Ww|=3l@$TcxAsTlU3POpLcNxlAl$Wh(rRrfGLgzJo*WUauL+T0N;(2n!K|Ed82R0D8sj
z1QL?TLQqR+R-O?^Gx;J?9~j&|wp@V!Is~!jiMNXBlseGaQR)
zpW#Mkv7q0ca1^(945P&$(=_
zyG?J?DH`;*)T2zB
zso#9^%cC&Rw@bkCrPZTsSDi=I-%7qAHOF-^euACrz`j%LF~GGChoJoJTiY8LM)698Ns%^%DpMXWjqsMp9IyVh$os7EI&locJ+
z>7pB!`?!Xg^`G5N4}IYb@oz7`>SKz%5Zo`&K4v}XUO=b8E9V%7S){TGc)6FJ^Cb9Ou@5BaI-91EVON>Nb|vQ8nNSf4dl<6}7h
zupBt7)IFqeb5)`JOBzsU1vNlFHRwgTz)Nu#z|Xv;__}`lx~RDzjFv}DK$^vG^aUlJ
z2pm_8TM=iZ;R2UYF$5X<-nRnq36%o1?6GeaC;*TPXK<}IGHqZLnZ3$j1^~j^h3#M4
z$7lh9sKA;jtgn+p`LIWg(pooFzUYS%flPncP7WM!cAaV^yB=Yht9|~(8d`tv#(beZ
zR*{Jcqzepr41M|7pP?F^+_T16f4lrVb|Tl(Jx@RWM}WEzsV}c>oMK>yoN937+Ql)2
zom-gxC%7}HVBQaOT@QEFXrnH_6#R77pMzZB!3$K5-O*b$xAh4=hWAaJwjUu_%zprgJ
zL?SNuB8tA-BXN-a3>V$8E>!pymWWFgO4fM|?NVm$(X9OAa;)Y)Dz0+nh=!a~i71q=
z7-ZC<{#-)tsBZs<)qsjLws(Z)V7u>}5}UV6TfoY+3n=*G+}G>
zELz%*8Z1Klyq285uvuN{RGdlJDaY)ne`v0wqNc0!bFWHMZ4OItC1`%P8{anK%~huX
z8?F^She>U8^Tzecqq{9)mm{y<)aAmteh_raUgQcxI%Z?#%+)sQr&S0n&ru#*NgK!$
zqW;rP6A7lF2%hjq8tJO@$@ucB#KG{>daH~+L$Vawb8@Pju4DY6B87iF;9D+-R6GApoc&KK`gcxE
zVcjQsLMhGZo=T(5WU`EcRJRtJ&<+umZKmXz-O_9HFQ=26OuLMd<#X<#ff&Q1a!f5#
zaRyD}OB^76@D1q|Q}GOVn-lmhCpW0+Jw!e`sgKbqL2aL?N8`bjX2$;2|L8PJS@B5z
z&Y>t#Dedq+?bh-?E-*>KVH;l`A-2g`YaX#SLHzJkIGtf!cqTM6-D4KPPEvc!VI%O{U-Gw1Wz-O+HG}Ez
zsq%D6Do!I?|H8+6S;fMIdp)pMs9W2*0F^eq!-hEvNMUHxHuV1SgR9fHBDe8>lEn)0
z8JAW`xYK)qJesd%ybh=N=;`Y^8FM!&FDK3^nV6r6$9Cr|xyBZg9*{VyNTfa6Wrirb
zP2O=@UWvvq7c*yc>(1;r){n%Wq5*`Dtlf%W>o3ie-k%)sn&=O(ugxCakBDZe1{zD>
zBoZ>z)UXK~BS|)0F*7GbLy!W72H6reCf~{)&mCzeG4|0Y-BHwq;#zS>iN7U(?eE|BzdWv^n{rFbha!vPX6w
zl0W7@zP?5QVm4e)euZ5Bk}Oyhu$adcrku$EVGxg!_=~BiQ#2Pdd1!2z)gnXY_=8d$
zIf;hrl{mbLDpFaJ@&h7U{S7&0d;qO%YDKa~OUp5sVOC4_)6j6pksN(=
zHcc0A@1hO?qozds{lQpjDu1#^{BZIj$w;E~1YOwf4+1^k$572vqn-KA3CjF}^DSt%
ztQSLV4V#d0gfNbgz>v@n)w7(9%OPJbkr^~&dNqUBVk#f|5n&%y;VwP;m0xLf+M%2j
zpEy4qiCnn}zmNEBLFiR};i@0ntO!0;cYP*K^u<}*x$dPf&U6pQDE(QGGm-U0)DOSLwY=sC+@{k7n3nH*H7Lk
zI6a30IQ^F)tFzS}XU=fMD*L>HG|P2%ARbTE!uHPr#T_miXtEn1owU+0MI4@(kf*-&
zYZuq4lH@y!^my++49aLPV<#|wS{cD`-}#P%-0=S?>!aCAVrYkB!4I16LuM%O+)=s%
zhW=&WB6~p&F-&=+;{4dEYHa!@*BU!EUxvWu(Odf?(d^HrNjp|Z8w3m{m+Q#i2!rDj
z1RbAq*|d~6w`ZrkoGH6Uc4B8ESJC^I*m37
zW34FR_XpcoGmB$S+*O$zBi%vx*M;3V6}j<{5UV9sHLP=T+4I|`Yc1!5wJ?Tvo2jyS
z4pR`VWpRGWq|^WdlK?e7$Z=w9*N%}(%bNcSwmhNqV=e8SL<(eaB3^(`h&u$~@McD<
z$1rCe8YppCuJ~D*jfq}W4bI8!{rt7wUg6wY;ao1Ac!(p6e9li3i#E#ClxFgo2i<_`5xkb-b81aLsv-rPb;}Mvpv%o%Gsb>3SA%6Ar>Lg
zc6#N~5rC$Aur2%S64Odp=E)Q|+NT{CU~DSK2U<*jJpvACOnWY}uA&T#ZOveUZ$Rn~
zU-RS!ZA33?w#r%NPDLTg2a>RAGwvSTa?;|wU)v=)L)Z0G%RS<7)<+LgFBDnPM8Spa
zFCfYr+!K@vNlrACt}~2HIfIKX!Mp`0^O5-+I9>30;b%CiVd-N&TRiaj1b$zfp8R0w
zt0k0CCXGF=`e?+Z)~gqokU5eFtwVx#=OA8og!pyr7!uUg9uL_9$MxQA2Tab9fbj0L
zd;3_>38dcLs)Zz<<4AiZds1xdV)89Z
zw9tn6NKUQ{A{CoV7jLcVWt7N)QNqeEGjXYywG4Ws?3$AB)><(>4NaMVJUng~Brj2F
zsEnr-4n#=UBVGOOR3@3VB9@M4K1zVA@7XJ;K%j-zX?onGr8Pv*l>-4sX56G#(YLz_1?2J
zQiFHZ;Y5&TSi+53Gd5&AZF|k=ekG}HSsMj#HSlM2MiS&{=u?0D5uLYm=%%BKyj;^1z1T;V{yv)P@_*8DG(K}
zIynjikUHnio=tEgzGEo}7}=^)R69~l
z1&97)Onix3*X&(=TEp|Po7lSq#nas9h0H`=xGElHtyR-_*t5wP9wp<9(kuSf^^FWP
zf|UFPmIC{~_T4E%!=RMrjVm%slwWjlWzT7}%M!#B+ha&hZG)y6T9wf|_HW{h;j+R;aTj2_k!W3uJnMk86ypS61nvWUwggsVMwOyfK#e2-KQZZ(nW
zJAmUJ`=aO7;{bjNSb;W;`($psLduL1Msqiqgj$mJHJc)9G%h8e9=eti2YdV
z*hZ=GE3~22(?V2wBoXq^U_0DB=5RZ&hDxx3lu&a2h=!pVC#sUzszW)h_+4#Lpa%3;;{MDd))(XV
ze~`woBfnO{SE5GOi4`BTE%#87cAv9NTwYsp?T6NP*70qDkM1<`NyWdPe&oB^KD(0r
zNEQP@Tys1^%z=Ax%Z>v?w`l)xs$5cg;k{s7kE|1_oAjvPV1Y_f?O^z)#MJwPKL(JA
zPQ`UPWX7Nq3se}@xyDJt^-8oi^Bg&hw9`AnR~R;1mC`-C3Xi^gE|q3}aek5h`K`lo
zWdc&!N*#MJNW9jaBm*m)a9@D!^xE
zK+cQ2P|8pm%!Qz^#|h<%Y}pv*UH-4k7-Z!Cd&jplEjc{D>CfNQl9iCls@HQ{t6z|$
zD;x){->WUDj65onqt#@U-_ocxEAS?Ih7s5Kju1=cQIm`^l=g>a%TPPX(LsFZbsOLS~$)8x{^bn$p5@#VwiTB9MYHHD5VV09@lS8L%A^f{APQ>}jXm8;mr=;o(Poa#M4t%1@sJGob)jVLg8Q
zM($W9ChZ8>&vJxJ+}!6iw|=|^BoGt;`IW)*YR@_K=&p_%Pa+Od7A44cH~zNNr}-eZ
b9}k#T+lW*9mkpQ5R{$u>tIL(hybt()^7hUV

literal 0
HcmV?d00001

diff --git a/frontend/__snapshots__/lemon-ui-lemon-input-select--default--dark.png b/frontend/__snapshots__/lemon-ui-lemon-input-select--default--dark.png
index 30d6848c0dcbf7228755ed513c8020bfe27f2127..ec8494f1cb6838e23a02e6aeb53912d15be4ed5c 100644
GIT binary patch
delta 1615
zcmai!`&ZHj7{h96CeX@>@%bur#rB
zMN&~&T1sAmnT~q4*-@q3u_Fo&_5Gtvj9-Ei;&6|J|+o
zhFuF_1mp(Ha|2T0xh4Vt0PsLrO}bz!Wv`nf)B$zxPuCrN!4Rws)cx_bI=%kjHvrJK
z>?WYc4bVMB5!-^{UpqIIhCZyLIFrj$Z>|M^duFuPsd3Of!pOCxD<@$DQSUZ^gn+^5
zX$}C85pw-oewAC}V0e7(03Rvk1^~c)4l!jgUCS!h!ijOybPxcNM)txBQ{yftr}_J=
z0FLL})cc)WuK@s<3oOh;oB!e)%Ra=zL${;AWXHQT+ZLAFr!-TGU?-JA$
z%EbX(PTu0@?H8;7AX8MhqGx8=nh9}U)0>gU?Qa)urM(7!FfO{3hG}no#8$%qz`LN!
zoGc`CpRj|>Y$$rI*G=kO3(_vPENabwUqkD2oqDmJzPhtTn5id~emS$E%nr;Sjg4pw
z`c%S~yTXV9ErUZ*C)j63lP{dYKv;E9RZIqN0Q%x1$;4C6>z8*P6q40>9c
zaCflfFuUBx#f{wTqbHH%qsJtqU1MG1i1HZ0P0>@8_
zvCY<-mr#QDourdFb5`O{pT^T|$3y$SS3DZ1u4W~2OO%YmEY_USGLaiam#}p)<^XVD
z;QfP%_AehPBa}n^P2%=1^I&mZD|7NF{(1c7AfBJpR#
zjg7!~<73ueOuj^v{_BXa%Unn3LJ;^>>A_?{!jq&Q6(j`s+iG9mxPtSWSS(um6kX65@F^icooVs5*)_ns7&2W5=i`Y_}T-Sg$090
zM}jQhB?yd47vS?UoM4bbhES*x9VU}=N=ky_ul>Bs$%*VNQ#1B!|5{xDJH=bB=v^l>
z19nY-3mtgu_(P3S>yFwHPUgtv_@Y$?Lss@Em>7K5?djVWBUSj`)7D$U!}ukeRT@p)
z!9%~~P-;5gg;9)7_UU!M~(RxU#@um+J!W#=C%GAdD{*$^tVCU(!xV$
zoKcTyvk-Qaopz^kTGyQoE$bQm-md~@${%Ul>@H2CXJtK70Kjpp$;#iskc_%j0N`nM
z!s35<;s6zum%Z0?iQOH2p{Axu@&qYcVZ@qdv~6Q~>U!dJ1R2d4%Cj{oIaCa$2yenR
zK}lY;54`+GdNbhoIsOM8mD>4kX9Q%eWhso_IEX6_>ok})Hr5~@o~0RX^86pzPgin817v>*scRZVw3
z006LYB~?`rcz>E@IZe~joeTf~Y+RbAu`Ek742^js002lM(=-{Z@CE>Y41t0K000>Q
z1qlEEG6D(`003kJ6eIuu$OtG%0058?nB2U4B_3b$SdPc@-n;MY3YG5)m6w+Vcf9bt
zX_BewX+nt2W_#=C8zZAv{@1ux-|N?ZntxLEfLJ(X>wnaGdV15H5dgrGLl6XZ*`R;?
z^Fu-iLo=J7*<4p!ZJOrD=#^wL*>t>lU6RZc8}O6?0M^s;1xZov-#^LGDDQ9t0)Fep
z$S{n@pI&C!fTs)qux^$wNQ=$P&StsY))Tq6-#+@+zx~~650;h`7Z(XUf9LLGdq<}v
zNsD{YG=Kg2k%r%Xi?nxirj8j1_yfg$m(w{rH`m>L`NqvLYy7v4zHzFhwYIiebh+-_
zooqYX9*xGVE-w|n7%UBlq9{r7z+m{w)gPA3cF8bn0>vyD$obe`*yWq(_egH;qH
zk7rXwdGP9kw<8oq1%oA>o#$`e8jnPzuC9x{ef>6@Z6TnvB;aqgVR+2Nxf8xm-N&7@xSk&@wbUN(gb-9e;$7
zf^FME6=nbW@FQKp%&x~3b3VQqG>+v-;Mzd`d;QudJ+;5P$MgVc}qSXoU%_Wash5rq48e`B!GFFf7&UM;bVe
zyLRoTiSdcykVIEBt7+QUt?{l47Y`l!^QKMNseSwU2KLod6>Q5FMX|7ON3bN&+t>f-KiAvW
zfAB!vbI)xTMbYQWd$plHP=D-STiB8mMNyM#;fp&&QOwQtR_@uo%1Z(O0Bi9F{QG~o
zx8E>~1N-+0JU=x(eWLkuRej(=+0f8Pj>q##{o$tL&B<{x0tylU0AvIdBme-&2(+#nshg7m0068TilTH~r!`H*c5MIvkVY)aYMMqXielrq
zbSDD<02`OxW>b_nooGlT4b$X#KHd2M0Ki7X^SrL>i9~`XgvgRi2yr@{9LHfk2><}r
z0Yy<9$2px&ViH-7{=VC{EXj7eT@ZNI>0%fxy#oM%$4l1@O;ckrW#KIl{{dzJ>sdeN
RhXMcq002ovPDHLkV1kqMX{G=G

diff --git a/frontend/__snapshots__/lemon-ui-lemon-input-select--default--light.png b/frontend/__snapshots__/lemon-ui-lemon-input-select--default--light.png
index 115f6d83d8d7f3b54c217d879e4df2d1f44c4e07..5496b3c4488fac464a7442907ff7c5a4323ed8b8 100644
GIT binary patch
delta 1618
zcmaJ>eLNF*82?o+QKmz2a#xtQ<&H4b5w%0+W!1c9?Q%%$GNKrYoU=8%
zRZCtrv2&%hX5^)d*5ez2egc{-~2jk10917_lsy8soAr^)_{VoE4
zt7d3eP%*Wx^NTI&WG7;$HvlK~{tKzTXDVp4_B2I(x}Oc3&29{}z4Ct6A{(lgk7>qZ
zTN1vRE=irirpVp)5JB;3BzErXZPoiZoWBHO#TU_wGtl=CBHWxG>Vdk*54
zmX}Eo2qgE>$de~eXtd906LQnY$VhW@^O}>l>2x}q9oIuULJ4k-IhZM-H8=+Es^S*6TsnpQ!>kBb4Evbvq
zu+nF9^J7B&Yok0KPupsV;2JM`c$i4~(DG4p2EVdEX(_Y@et`rnQQ(b8R3{;$?iQUw+JjjU*Cb8h|MP6QB
zdv8qV8b33kZh*ZBAO`c_Tx!+3k6sG%6&BVX~7r=({!OcJ{FJf-bgx6%%hj;Ft9(`dZzp(a
z%T6j^*pc8TeI&15RiYR#r`J{MYtNq-iR8tG9otM{rS)7cx1nKC%@Xp)w>LJj~
zfh+9<#0{K~7d_05dma!TrTaIfOYQjr-OEX~@%nO`?6>@iTCg@poNtt~R#&(y+opQT%
z;_G33&)$heVSz9TEn9#9@NH)Kj~}KB>FyM)dYjZnA(Q{-#UQoOwYEV4>EG}_NJZyZ
zM}PlMsoklrll9fGQdlW!cdL&w-{b@6ISSSafM1fRumK!gl(=h`yK4Jm_rt&E&Wa#T>VW`2dZIk;Ai~Li
E0RWp1)c^nh

delta 1740
zcmZ{kdoA7&31?PO}
zBY{!#!ksl)3_3&6ZEM*1ZfkXK
z$qFLx*=?iVr?-1M2>b6z@h~LHLM^z=(S6ZJg+Z*zCTDo>U5hY^j8UC_SMo7MZEMsg)Fk4?2Ga=nE!OJe2j0%@Pw
zF<(N=&U^!Z;423}zKenWVY~$=K@|Xihow9225ISO|EJalX>$7dc9vRLESA21wX2(3
zb_=zCuC1*tg4AZ_Btl%rRL&*!~;D+E+0Ki109@(@y6p}WSordDYZz6VIGj_&hn
zh#YT7`Xflh7=qM>s{GmUnH`g{b{&)0$jC^4f3h>JTb<Cs22)_1OmZP)6?HS)Z|EFiAtuchlhu|`&VgdJ%%?h
zz{KrrTUG_uJ+-;*;?gxY_Yzq;Clr+$(m8-%H;skymgF8g;(
zq>D=?h8`667J%iY4_xZrye{t`*4GQa#kcVIvGH+nfw))L((>||uWJjUL`2K4>}wbG
zNE8aCNzv}u!_dAG3L=Tw+Pc&B%btX#k16Xy$}4>m+LqF59@@Jq7QdMi5eSDEDdFMa
z5fOq>#&xMw+LfpAtgsMkM`<#z88jrJIULT~>gxNUAzpKwJ^@w8nW5MxINVu92}}@(
z*R{A>tXMF{VmUmVGEnX*?^OUGqFqOr&r06>vdSM!*%JR`eIWf4)<$k`N68O&W#K2?
zi#@A`#(uG|wdJpDy6PyFRdsm4WLkKs^Y1G%GWH^~oN1yhX?zPbE${P3u~jrq$cl}tyV#I
ztR3&cQR~i0XBq*fMef-Tx1&U1vDgc<$^cjePdPRxil~W)UJ#*l9Jh&7I7f5_pWDI2ugv!4j?6KcOm5@X&%O@U3QqAYl;A=>pFcc2tYMH9Txi)?SHzhS;J3P?
zszS_)+S}VN84Qn(;$9Ag2RvpUR{(9%wIciH@BVdia&jz33VnTibV={V#sWkyG-bWL
zy-Ph&k|ZJ5mez0M;IJ)T9Op6+ePkjrd1E=ajJ+5iJ;6$$TuUr5HZ%;xU@9f<$tQoW
zkGlEg&L2w?t=2`Z`{dOl!on^!MMB$rbw0H9z2m7!+>ILy3_YrG3;J^!jb`=KEm_uC
zmVho>TU%RPT!cKleC5hNj^BkOs)puoH6=St^pK5@AMC1hNpCv4dPgeVTAz5GG_|tH
zjavWfFHa#gLqpJ@LqfA-xK;i&P&=2)-PqXB@z@U~i#_u=rRIFih&NgTkqA4OnIOQ8
z_74tr#9WEboSB(nv)SW~(d%Nd9_gJRkWQx)2QuX~a(Y<)kKw=3nwkQ13VulX(m5qs
zMof&3z8qO-|H#>vlEtl?MtdOUeGqU@
zZ@kh2KuJahO8I{(?!O=Zb4OQblm6^Fy9;PWdsS$cDd>^V5PJU&%foqH&%IQAb&2gi
zYEG~La1p(XkEk) {
+        trigger()
+    }
+
+    return (
+        <>
+            
+            
+                Trigger Hogfetti
+            
+            
+                The rendering in Storybook is not the same as in the app so it may appear laggy here but it should be
+                working as expected in the app.
+            
+        
+    )
+}
diff --git a/frontend/src/lib/components/Hogfetti/Hogfetti.tsx b/frontend/src/lib/components/Hogfetti/Hogfetti.tsx
new file mode 100644
index 0000000000000..8a3481929f84c
--- /dev/null
+++ b/frontend/src/lib/components/Hogfetti/Hogfetti.tsx
@@ -0,0 +1,165 @@
+import {
+    BlushingHog,
+    DetectiveHog,
+    ExperimentsHog,
+    ExplorerHog,
+    FeatureFlagHog,
+    HeartHog,
+    HospitalHog,
+    ListHog,
+    MailHog,
+    MicrophoneHog,
+    PoliceHog,
+    ProfessorHog,
+    ReadingHog,
+    RunningHog,
+    SleepingHog,
+    SpaceHog,
+    StarHog,
+    SupportHeroHog,
+    SurprisedHog,
+    TronHog,
+    WavingHog,
+    XRayHog,
+    XRayHog2,
+} from 'lib/components/hedgehogs'
+import React, { useCallback, useEffect, useState } from 'react'
+
+export type HogComponent = React.ComponentType<{ width: number; height: number }>
+
+const images: HogComponent[] = [
+    SurprisedHog,
+    XRayHog,
+    XRayHog2,
+    HospitalHog,
+    BlushingHog,
+    ExplorerHog,
+    RunningHog,
+    SpaceHog,
+    TronHog,
+    HeartHog,
+    StarHog,
+    PoliceHog,
+    SleepingHog,
+    ProfessorHog,
+    SupportHeroHog,
+    DetectiveHog,
+    MailHog,
+    FeatureFlagHog,
+    ExperimentsHog,
+    ListHog,
+    WavingHog,
+    ReadingHog,
+    MicrophoneHog,
+]
+
+interface Particle {
+    x: number
+    y: number
+    vx: number
+    vy: number
+    size: number
+    imageIndex: number
+    opacity: number
+}
+
+interface HogfettiOptions {
+    count?: number
+    power?: number
+    duration?: number
+    maxSize?: number
+}
+
+interface HogfettiHook {
+    trigger: () => void
+    HogfettiComponent: React.FC
+}
+
+export const useHogfetti = (options: HogfettiOptions = {}): HogfettiHook => {
+    const [particleSets, setParticleSets] = useState([])
+    const [dimensions, setDimensions] = useState({ width: window.innerWidth, height: window.innerHeight })
+
+    useEffect(() => {
+        const handleResize = (): void => {
+            setDimensions({ width: window.innerWidth, height: window.innerHeight })
+        }
+
+        window.addEventListener('resize', handleResize)
+        return () => window.removeEventListener('resize', handleResize)
+    }, [])
+
+    const { count = 50, power = 5, duration = 2000, maxSize = 60 } = options
+
+    const createParticle = (centerX: number, centerY: number): Particle => {
+        const angle = Math.random() * Math.PI * 2
+        const velocity = Math.random() * power + 2
+        return {
+            x: centerX,
+            y: centerY,
+            vx: Math.cos(angle) * velocity,
+            vy: Math.sin(angle) * velocity,
+            size: Math.random() * (maxSize - 20) + 20,
+            imageIndex: Math.floor(Math.random() * images.length),
+            opacity: 1,
+        }
+    }
+
+    const trigger = useCallback((): void => {
+        const centerX = Math.random() * dimensions.width
+        const centerY = Math.random() * dimensions.height
+
+        const newParticles = Array.from({ length: count }, () => createParticle(centerX, centerY))
+        setParticleSets((prev) => [...prev, newParticles])
+
+        const startTime = Date.now()
+        const animationFrame = (): void => {
+            const elapsed = Date.now() - startTime
+            if (elapsed < duration) {
+                setParticleSets((prevSets) =>
+                    prevSets.map((set) =>
+                        set.map((particle) => ({
+                            ...particle,
+                            x: particle.x + particle.vx,
+                            y: particle.y + particle.vy,
+                            vy: particle.vy + 0.1, // Gravity effect
+                            vx: particle.vx * 0.99, // Air resistance
+                            opacity: 1 - elapsed / duration,
+                        }))
+                    )
+                )
+                requestAnimationFrame(animationFrame)
+            } else {
+                setParticleSets((prev) => prev.slice(1))
+            }
+        }
+        requestAnimationFrame(animationFrame)
+    }, [count, power, duration, maxSize, dimensions])
+
+    const HogfettiComponent: React.FC = () => (
+        // eslint-disable-next-line react/forbid-dom-props
+        

+    )
+
+    return { trigger, HogfettiComponent }
+}

From 32cca0c28786b83c10091c53c090012a303af0c0 Mon Sep 17 00:00:00 2001
From: James Greenhill 
Date: Tue, 8 Oct 2024 15:32:21 -0700
Subject: [PATCH 3/4] chore: do not return 404 if no stats are available on
 /stats endpoint (#25462)

---
 livestream/main.go   | 3 ---
 livestream/served.go | 2 +-
 2 files changed, 1 insertion(+), 4 deletions(-)

diff --git a/livestream/main.go b/livestream/main.go
index 6a8e147c53140..bafae965755f1 100644
--- a/livestream/main.go
+++ b/livestream/main.go
@@ -127,13 +127,11 @@ func main() {
 		} else {
 			teamId = ""
 
-			log.Println("~~~~ Looking for auth header")
 			authHeader := c.Request().Header.Get("Authorization")
 			if authHeader == "" {
 				return errors.New("authorization header is required")
 			}
 
-			log.Println("~~~~ decoding auth header")
 			claims, err := decodeAuthToken(authHeader)
 			if err != nil {
 				return err
@@ -141,7 +139,6 @@ func main() {
 			teamId = strconv.Itoa(int(claims["team_id"].(float64)))
 			token = fmt.Sprint(claims["api_token"])
 
-			log.Printf("~~~~ team found %s", teamId)
 			if teamId == "" {
 				return errors.New("teamId is required unless geo=true")
 			}
diff --git a/livestream/served.go b/livestream/served.go
index dc9c89b9677b5..cd17fcf2c307f 100644
--- a/livestream/served.go
+++ b/livestream/served.go
@@ -51,7 +51,7 @@ func statsHandler(stats *Stats) func(c echo.Context) error {
 			resp := resp{
 				Error: "no stats",
 			}
-			return c.JSON(http.StatusNotFound, resp)
+			return c.JSON(http.StatusOK, resp)
 		}
 
 		siteStats := resp{

From 376279d41d2bc86e86664a8b2506983cc9226293 Mon Sep 17 00:00:00 2001
From: Dylan Martin 
Date: Wed, 9 Oct 2024 01:11:19 +0200
Subject: [PATCH 4/4] fix(flags): group filters acting funky (#25447)

Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>
---
 cypress.e2e.config.ts                         |  15 ++++++++++++---
 ...-fields-person-properties--basic--dark.png | Bin 1461 -> 1457 bytes
 ...fields-person-properties--basic--light.png | Bin 1416 -> 1430 bytes
 ...-onboarding--onboarding-billing--light.png | Bin 177054 -> 177019 bytes
 .../components/OperatorValueSelect.tsx        |   2 +-
 5 files changed, 13 insertions(+), 4 deletions(-)

diff --git a/cypress.e2e.config.ts b/cypress.e2e.config.ts
index cb68396021361..1b5344ee3bf99 100644
--- a/cypress.e2e.config.ts
+++ b/cypress.e2e.config.ts
@@ -34,7 +34,7 @@ export default defineConfig({
     // cypress default is 'top' this means sometimes the element is underneath the top navbar
     // not what a human would do... so, set it to center to avoid this weird behavior
     scrollBehavior: 'center',
-    retries: {runMode: 2},
+    retries: { runMode: 2 },
     e2e: {
         // We've imported your old cypress plugins here.
         // You may want to clean this up later by importing these.
@@ -101,11 +101,19 @@ export default defineConfig({
                         .on('error', (err) => console.log('Redis client error', err))
                         .connect()
                     // Clear cache
-                    for await (const key of redisClient.scanIterator({ TYPE: 'string', MATCH: '*cache*', COUNT: 500 })) {
+                    for await (const key of redisClient.scanIterator({
+                        TYPE: 'string',
+                        MATCH: '*cache*',
+                        COUNT: 500,
+                    })) {
                         await redisClient.del(key)
                     }
                     // Also clear the more ephemeral async query statuses
-                    for await (const key of redisClient.scanIterator({ TYPE: 'string', MATCH: 'query_async*', COUNT: 500 })) {
+                    for await (const key of redisClient.scanIterator({
+                        TYPE: 'string',
+                        MATCH: 'query_async*',
+                        COUNT: 500,
+                    })) {
                         await redisClient.del(key)
                     }
                     await redisClient.quit()
@@ -117,5 +125,6 @@ export default defineConfig({
         },
         baseUrl: 'http://localhost:8000',
         specPattern: 'cypress/e2e/**/*.{js,jsx,ts,tsx}',
+        chromeWebSecurity: false,
     },
 })
diff --git a/frontend/__snapshots__/filters-cohort-filters-fields-person-properties--basic--dark.png b/frontend/__snapshots__/filters-cohort-filters-fields-person-properties--basic--dark.png
index 9d2f7741f2a580c957cc76e44935d347c19c45a5..ce9d0f124d869c93aaefb4fe7fd753bbc5bd9ee5 100644
GIT binary patch
delta 1426
zcmV;D1#SAZ3$Y83F@I}GL_t(|obBEHPZM_>2k_55wY@6`(gGb1Mv6tzIpz3m`m3{IV!q8n3OEKZmd9{_ccYwzgY_j>!`
zl9M27i;K3Gd|n~p+i&lVcYk>2dcC_sEnT(}006+{a`HUSvVR=I(0~xiKf0bGM3ZGD
znM|59tof_3Pz0c6lSz_D7>1G4kO-lLQ540ptjpzeIvg{S1OT+zUc)eCMb(2JD0
zz_P5okR%A9MPn+fmdVP(6%}~CzJATci-Ys#y&li*U4J{Lrlz~LZ`;t)Tvb&So0w2l
zEfA=A`>iejXbi3^6vffeF#vdZ^{O}9+t#-<*R5Qk>-zNc18WNjS?=oWC@n3yb!*hx
z_=?)Vj_%IiejhR)ilVsx!#y{mBgtga<#KJ@&=LuUni?C*%YAq6-B(rB3hDKDKG?V0
zO6&D__J8i#b?MS&^WlOq5VAEv5Hjz97sRm4+O_qk`uYhW;ZSSq>l=@s=p7ro{r%yi
zJGwi24jd#z2Y~ul)-*K*`%e!{O-+}0J&|yTWtl&&4g&zov4Q0^M~)tk#}jk6JUaGw
zBpj-&D8F;}9stw^mQUWFdi;0>05-QrSe89{{D0)^>}+#WFtVxj@DInbNt-4HLbjH<
zz#r}3XN`xi|9SS@&j3Kv^ttmF9zFU8051G`aqE_L0MK<^PRMiLbq5<>>;18Bd^`pK
zk|gz?9$4SfY&M6YsDXjAQanEI&k;gyjgHmU2CM?#7#T62I@x;)08~{2fT5vl-Cf(V
ze1DN?VjyH|nG5{&p>M6RSss(wUh|`Aj^mzQQ4~eNEp&ElNu^Te3`J2CMOh0x-Ck2P
zIuZ$o&ir&vEGQ`Rl^#2B(wrwm_xr0WD#{B*v8=3=VVP`RVa6B;*;nQQn{QvA*`aT~
zBl_ZQSG+wQqZy{6{3V~yHxavI?ay~~cYksm7mePWh)rC*Hr%znBh5zURrDERAe8@}
z@fbK8@pxR8m4X8I?eUm7Q&d#QFqwCohGE>i`B!aiz~?KwHhkS$x3aRL=fFX;&whXP
zytT})CE$5pQ4|1JQe5;uV<43OGGB=$2>jfi^b5<1Vi<48s__e5Eb2DSr^C
z5k+z7(yHy99cy2$&n8whI#O4+vb5yM2h_4GYpS+-Rh=k`m6a9io15mXB1w`Y#Y3$d
zii?-j)cBi%L32KRjP^GojlqWWV}$Zn<~{Jfy}PY(DwX>5voF#ttSHLBz}ZMRG(H|X
z)z?2XbX8Ne#$dyeq9Q3CzY!f79Dlr$O)T>iQEYO`I_lOma`?!xaJaQG*f2f)VDR#l
zwzf_4*6Qu;3x`|ZfA5|9lauE!{L-;?vpJt8hR0KEeV@U9jS|m8OiB%3Ifl%3-DhSB9xzWJw=F?
gNXV+Hnlt|bYvo&+8aXny01E&B07*qoM6N<$f`qlbCjbBd

delta 1430
zcmV;H1!?-R3$+W7F@JAKL_t(|obBEHPZM_>2k_55wY@7x=^=DHm{}}}&Y?d{%99Rk
z8BP(=E!mct7^7}x|IHq3lkBC=*AQmixVcr2S8oq+Bz5Vb_
zDnUcR4cjxHSDJAB-hHp1Uh?ie^;@WgFD?ZD0C2gSJkPT%$A2(1AcV4yX(kOrR}?jo
zNRSqm{K?G~0jP(Ggb|NhmX*;W5kgN!Q54IvE|=5ka7@ZF0MI18mSribqU$=Q7on_W
zS(dKraYeBx5OYNUpq)+!MN#U*hncPoAv9a6s?rqYbUJB45HwxSbUg^6xzTi85O|tp
zIm0kAT?|5KZhs8JU|E)C7#h!e5wac2vKYK$gpjRafDy7W3@}1Ah5<&%#xTGL*%$^G
zAsb_7n3pd}+qS(uwMB_5dq4kT{;Qe;QsjppeVXY)5Xyj=0!-}Pw?8$V_J%RW387~x
zeSj53eI}J4gyxJXDSc5-mjgL>XZQit|uC}zaG&(w}
zX?h?~_U0RH08kxVohyn%L&E^@((+}mH#gPS)mAKBVw&c}#NE^y;)>GN+EP%k;QIBU
z)XJBX2exi${q6UD@>CSXJ@4-HT@(^5s|OVWG0
zcciM#mw%*PJGY-de_`G>9YPr<2*Oid#9~-x)vC&q9j6X``#s094X>^RfZ^dAKO8ZYtNqR{qn%U?z26$HNlmYE65sHjtwj>J96}R*O{|Z*E}@*H^*@$
z#YN<4d0_F_o$&_`CIMi5b6AqRM~|O4@bw{G*MGz78vgSZK*-+GA3}eyXLo9P;L4vQ
zZ!}Gx>F&9I{~rM8`L%cBhGqaTO;d?0Q;)iXRj;)F)G;y=1prx=PyO6kUswCbr2#TD
zxwErNj>V?EoM9N(hlb0`12=EoCIP-WI7nulXg>)6nx+FlfB)qzZJYkrO@Wa8qz~{{
z2YT0WJQw%~`EBzjL_pTkO>0~nb@h6|nu&}DCot<6bP~*r*^km1W
z{{Bn4rdJ26@;n|n7P}f5?CZNYn}4#%Eu!eyck
zT?RsE&KBh7<6s7aYzza8kd0x05wbB1FhVwl0Y=EiFu(}e7zP+28>3A#iGN=kM#y$3
ziZV@;HVmC*=kXiS2%-7FvaDekw4x}ECk+Nf2xT*;!=WfDok(a&%i{SoqZANA*@NeK
z(=-!_1PuW4qznLVx0~ZQJRe3VYf%)%ah%)j1`A|4_GmPcJSjV!PC?*VcMkr`LWHuD
kX(kOrkH-~F(@4v|lsW8>u|OR|`2CY(em^7r0PZ=2*|po$ZZ|hY+es
zIrjgavA6~)V=sXCa`UqZ8*EM1o2FH3D9R?v(
zACB`FMu}L~8h?Ikg^=seG-Fw7q|q@DLfeN0M##mmzzDe*78oHH!vZ7ZVpw2=T#T-;
zO;MCvw{C5m5dfnUDbLUQ@gCNuZl?v>rtFc%og#M)J1r`M1k0e0|)vbDg
zf2AnO-Me=$T(~ejJ-xiV+}YWA?%X+16lGbyfB!xJTz|cK_3+`tLqkIV@Z!abXV0GH
za=AbtaO~KzzP`TlC!9HRW@culySw}R`SaxufBpLPqeqW!+_*te6aZwi*_$_Sj*gB7
zgTa-Rm1HuRN~LsN4~0Sl0|S9TU}LI{Cx1mz#>dBR-@fhqxMd84+-^Gs1_0AE=jP^y
zhK3l1Nq-~~)6>%zFJ3%&@ZiYENGukMMx!)M1Hkj=&y&gI;Naliy?Yf!iO1uHVf6R+
z1At)|vMgV^bjk1k=~arJo}NS^@$uuwef#zSfGo=$9UZ}75CA48CrhQ$@bECt^T}i~
zkw}b;jMS30LJWjlt$Km4U%y@+_x1IiI&}&FEPu;7dGcg?dpiIeKYrXf@zONy^ZCkG
z-L`E%efl&KiF9{&13(}U7#tjY{P?lc9NV_fo;};v*0$-_u`Juu(<94rxxkVnIh!Jp
z2mp9I9sua??~lb|wH#sP7znvq^#WhJcC9>i%H!C*d$%+2`FzD<@z;g9TuxQhiHQk9
z)_)&X*|u%lc6ose{~?c2AXKYz|-G7Ad}hGEol
zgjHi821{{5C^efsq2%a<=*U0vn#c`O#wbzPFA
zP$)#xbmcSfriyMO213nmoAM5OM0WjAcX2uEb0uy5}t1@6qXwu1|d|Rf|}#`R>Jc;z+OwIl}6`52-PZ`Rsd|C
zZ>7|g8~_vwc|uwQub<;Q_|FOvYEGtU6pOm5=4`M9!4ClI1qJ|J*H%}xQmJHFYmFw(
oi4fWXAuTM+@_ehu)9TFp3l=P4Q`qC^a{vGU07*qoM6N<$f=jffh5!Hn

delta 1355
zcmV-R1+@B>3y2GlF@HiyL_t(|obBC9XcJo)2k>uBC-bP8G}THALP1QcV2dy-UDQ=J
zY88v(LLr-?F2z(#ccB|md~Bsy5W$wxfNmmIw?!x|3UhB2z19b6No@0IGIctWna~-nxyw?I`aKiGiP4^Df~MpQ$iVaDGLAqplRQ9T{BJ7wtrUuA+-4rQs?n_M6q5J
zx6l!W7C4_@B!rcu2A&gG)>G@82%#UaEYm3HYCh|LBS{Ub17R3n4_)G_t(>%_}w3IuAmqI+E9~>l!glljnq5hd~Hc
zhvx;;ED+mX!GE__2)Pc+dTe`z)H()2XydTJ2)P&*7$FzK0wd&NSYU))3=52qi?Qo$
zOC%E4uU{`6ktAtgVBqJcssasp>(;GW2SKO?)+;boRb#PE2>nXs3oJ>}FG+$Bs@g_A
z11A!R{{H^guU}uea^>>n%eQaeUR+!R07X&glsg;_kAIAe(48kIC$C<;8i_=%UAs0p
zIazv!si~=GG&(#yTzc{sFJ45WQO9xUY9^Bjhr_8<3ILXtmSVA3G#ZUWB6sfG$z(EX
zQia3e($&7cz75dRe
z&z{BO@qfdI4@V-A?(Xi#j~`D=Owco!rl}~(*|TSl9XnQf=8lezLZR^f{d>BqC`xN<
zYg1Db0E~=`eEs^hx3~AwrAs`|$6~SneESHwTlpz;e}8{*dH??X$B!Qe0Nb{Y9zEL9
z(gFa74jsC8?;ZfKEbH_6inDIVah^VX8VZHl+ke{uVC&Ycr%s)U$KzdHU3BZolP4P+
z8`oTpTz-%_Fs_M|t5FxA2dB<^zb7KJbzP*$z%cG;CJv}|ST<*)4FTK6Jt65q0
z)qks3A3uIfr_*zDbEaule47aUp2`<^`}XZW9A_A&k_%kCc#&oQxk@ER?cTlHw(Soe
zK79K0sjaQ8_&gsR9MpAPmgPVoz_RT6PvFwu6bSvU$`^RU{C>aJ>&@kId-m+1BMS=)
zmSvSakPxzO-#$fAK7amv;J^Vom`%a<=TO(TQ^gTc|!QAJTQnarCvZ-$13iZ8L&C(H8l=g;Tn
z<~ln&>4+prJkL*0PiHcj+1c4gj~=Z#q_MHl@Ap4^_;7xHer9H7e0;pPX?S>;u74Va
zasU2(IygT+ACJc?34_q4RsIPajYf;h48z>Kd2^keB}qDQ;>6h4SbKZ>nKNe&9z4i#
z+><9yQmK^R@0Vpc7z|btYv<0Lf*=F}f#Robp6AbdBZ?AQ?u28(~GDrO6X
zLStiNH*VZ$ZEZbrv}q!t|SaXn-=re+dtX@owbgE
z5USeS*+21<+5{qhsk1EnRscdSV_7C4b;RTG7zMr7VGu&qF$~?~;fN^K=ktrT4ucS?
zPF~H5Vm%SXE#R!AQi)pUK?qeUl}Z3OqFB$UOIZNO=W~SAN!|vY7x14IBD6VKmT4He
zs%9N2LK{s!2G7e(e_GUxyR
N002ovPDHLkV1oadl0g6f

diff --git a/frontend/__snapshots__/scenes-other-onboarding--onboarding-billing--light.png b/frontend/__snapshots__/scenes-other-onboarding--onboarding-billing--light.png
index 6ca4b01cb7c08450b6bea94f48a8aa1c2635ac0a..11b61b4b71d9fd0883a03886b36c926b4dfa0fea 100644
GIT binary patch
literal 177019
zcmdqJ1yEbj_by7kr3H!<3KVFAmEvBUmK2H?cPOsGf@>9*qQNPlXdt*taEcfAP}~Uw
z4f+oK{r~gk&6|1i?#!LJcWx##At&o>S!eIH*7vQo3I3oYLx4|(kB5gxAp0JyiidaW
z7!U73`~921m4{4!9D$D;P*s_?c*y=|>v(w2@npeo)ICzRX5ID4I?wLyS`t-f9&>0U
z-FzjdqVm`~xSC#n#_SRE0p*B-Hmz~
z)z#nqXgd_E$BHj($&)o
zA?NHm2w64Mdn)1w{{EBrgaip80(8OikyX0h(H1?X49t6>=}7ttitB#xY9q`>`pT;f
zj-0-XJgv_+>mW~mL@VKIbe=#%8RPX&3z0gyJ$jIei|8`G+6CfWqa!$U5;oP
zVpv=5a8kkaNlAF=W=rmm5b`{o=#a*@Ma0*4{zbjxDS%PAS!PL}GN#vN%JoUFOs>Qn
zQ|7g5!#hYS1v0`_d@7@;y7MwpMhvtyZrw3@d3|4#KmOT?phx42=d<+?nbc8q>l`(n6_z
znDT6~zU%dv%IJ3>CR@M<%x7x0iYGmhUS}rrN}$qb&2N)RPc*%(CXk5E#@c3mbF;gz
zgG5C^!A|m%1jQdRa&qPzhMq#tWL>{cQHj6ZD$hHkqhk>Hh~V7XT45HJuF1*u2M_J;
zwO1zeRz`1cRBSRab$q?&4NbPyEZQ2OtOI)sPY09c*v~bZnws+dX?1zc
zWBVs2-QbO4vyH7a!6A*Rme%oeZWcbalzHyOj_`G`P)M!<@3uGREnqV-mxpyNi{8&+
z`I--IjK30)zq?o1xmnPbC-OSvn2U9~e=J)}i1pPg%uIvePk#wetjhdXC
zn37mSN5|UAZb@*a%1FYU<6^4fC$*sc*x1;_)P$0k{g$4TZ{Eyzgr_%N93|`O
zCPl~104=vCRTuW$6F@Hc32_PAAMye-cuV`N}>JQzl)MnFJtmuRoXWt|7s
zUuxI0$p}9<=xu5W#o_KGQBl#$+;c2s=T#|X(cM%kz_~_VRGtO;B)rH9h_C+rQPNtgvA$#QqhN{YW%e
zK~*=Kt2FZ@Uht&*wOog)wl-S9qe5z~{6&DK6Ko$OIHVIm==
zbXq*eg>EEKwFcnuZEc9?#M5G9723Xi`({w%Y+z(GFg-28$iLmx+)C1}YHmK7N1Eg6
zQf}Fw(!nJPk{)^a>eZ_ia+S>YDK!;XPQ&_?loS&PBnD>mK~;aKbcKK*{20T0|K$7u
zX(s~laEDnmx5(i!rf;B!^%YxbNr|kI(t}6!BNkqvS)(hEvi7%9Ev+q}LNA@e_2E@?
z!?%YN93hc?ef@=nd58OS965z8t)N@CI5#)eJv|A!ySi|eXM`EW{R2hoKT1qx_HpO&
zaXtx&Iw~sbQ{xrIxhG3`y!s}|kl*aU+VDPlmWxEr3jj;Y@9LtcyL&@GL^)76IXI7n
zxa_JaqqsPzyStl3jmg{7lZ2b62o@ydb)YTl6kG+%sm<=#%VZ7-3DJ|cQ+9_G1~b5-
z7oy?th5Gt0Yim{@X=NELrNgBoMo+Qkn#hO5G4b)zZNIXziMcs^^~tb?9bfJ|Bxlnu
zcJYZK4XL7P?MWYG)p*Rx8dbLmTW^!})6^s<);Zi5wNMgI$80T;xh`5L+1nqrZcR-I
z(>W9^>M*xcfgnlyw7vXU*#^sH?O8f@|^zb~j^u;}o
zo1gz;mu>U%tkG!09Hmr#Zf+`ZpM>6VmFJIpQ$>=E6Jldy>t}p8O8NwrtZZ!)lc+Eg
zCAOpaPr&7-ogCiYA`nR77*^ie(lS}hc4d9oQdMoJKlLF4NW^ImW)F=-x
zFWtt*+Qynym8)TVP>nS8a;>*dRrY%gCjz|lu;3!X~C!os9X5sN&jBHkHr_**}m
zhK2@U_ix@v4=OLOkdyEEgWpsu@3Vel`*NuhxOVZVd9(|~|xaq;YICU8LtEVDwK>9VLd?fK)~?XB%$
zRW(~%Ti#*bt!=v+!9h|1PQb;w$ejfa(FHn2tN2-7dHVUF3By*)*pgFY7T5mNrQ-Vf
z6d`tY_UPL7Qa+cpkNo`nT@7BRUW|-cfLWNDN~!@=_p2yJ9(?!olrbx7bd*0Si7F~e
z&>8C7srdFK&_XCxrVQ=7_o+i
zrtGNB%K~|i-A_SSAUwggON|qKYY|2gYQ$;0HKwV8XW=|rTx{2$*-v>T?_-y%CQw&t
zWcc458gWVa`5Q1Jzgdej`HDEn=a2Ef^I9rusi?dFX)^He^V^m^PF$+Wh?R|D(yw-m
zGEM+2Ue5qa-bLzmB*cGTV>F&aZ=@)_uE7`6myGJ_;k4TJqNbt>dlar&sH>u-Me*bb
z4JDzzVmO4ytCKa
zxkirQ;9%p7`9lH%q++^!db#KIUI-P7SQR;cB%avLJu*)zg2R1xeVY-daj$XV7)u))
z74-(3mNqmXO1ZTNUD>Lc^**Y7E!5uDK@wFJNkL42efIRJhcyO$p{dyb0>Kp&7297l
zmP8HaYq0uVEFasBe@RJsriWgcNW;=Rqghy3Alj063l0ZGji?aOUi*-zTtBaR6BSLj
zJ0ntqf`c2BZTO-@XBe7t&*79!^>CFM_Hx%as+%RM%Q90B+o{O`@pFNB0VA>uP-
z=6bj@BBDq2WKW)Ke{@Lyk&qCRTIMrJ!ePeA&eGtJGsN2
zEj7pVr?r3$R9e0zY4&$zN=r|^2LMiOZQ3@lfsaLdi=AVd;SpdK48ptmdVb82by=YJtbV2R+t;f`WxK-D>k5_X>V~I==%$kw^%nTQOP9DYiGJ+*pJ~#&Yu;^OpQ)
z3XVI0-vAeAapLGHL2#4~F$A7p&O2!Zw5Uo)K@#D>gvy{96|3-%nu_&HwH)#BLA7H^
z7^hKqNbUUgHsE#CR8;1dPRRWBNwo+!&S1?++>FJkP#PP3eM$Mo0U)`h|Q>
zCi2uQt9@=3t9@x9H+&O+jm<#*74#54ohSg^af`LdnIW`l9#jay=O2h#X4BVD}F_t1?{_w6Z|
zZ+#%q!BbJl#@1}zQ5hSnC)&slw^&$(rv5W`26%_np|4-1Ec;SKtp5JM?UT%2Z***oR?JIZO@99?5tm5BI5cc!|
zEj2ao-RFDz11Ppv96pDmur@}_wD-^A;tyI{uuioX@RMoxF{Ec+Nl8@aBH)zktB=fa
z;}g0S4s$iE9INQrGXT}=GE+VNHy3$V3pNQsL0FKTT|w4RA*7(qyIoyf{fiXx+c(4Q
z@qzH5{?vx&HC2E!ox!OQN4px-|MXZmurR(C8|$3=@d32p`2;%ux=3i7+!9_Z+h
z_Vv9eTUC+<-wmhamAmAx)ZCW1n&8ms|J#gCwUWFZ>nD!UW#yq1F291t#0;QL=Qus!vQ0|
zHPztTBbZFfz+_nOQIlJo5Cq^Z2Kh7r-_p>s7?1t2K0Pp>+ty2JYE}RWcyzV&YlsM+
zG7*P+s`r89ySm(wiKGh)4%e@*4*%@AVzci6c3zfj@FX86yn3);?o
zEWo1m^+0s1N-8H0MlGq)UYu*XyZ5iS0c(?$l?DEVL^iG?2E25RqJ24Z=s*Vq2h55I
z9b%?|K}?ECA59^O;LY)(8kaq1S=p|oRg0kGM(mV)KtKR^X=lZ2Q*#U0s|
z7=R^<>s_?q+hbPPlg}?MMt~9VjZkpv6kGJYs$n(>){eY!;dim!2_U_Zk&&%!i2pfG
zr129c;`3DQ5fIzX`Bk-db*U&S_H_-;uNpPl+QfElU|I^1T
zV6M-^wenp(X9PBpTqt41oV%3pYCy4zJ;8mF&X4JqKomL_hX{y>t@nIXHdlv?Z}x
z25wgw9_BMEiRrDfe*$rDpn_hG@o+dI0Su+{FEOJLChwDDK;9h&ci
zxA2-&ws-I)c`*&g86F0T8ly8ac1yWYzGp`&>Rm;s%aFXh^%xk_@}CU)(a}-BBm;C4
zK4-nm`jADee{GJ>#?eO|0gxyU4^KYe{nX@#(f#%Z2`U{O9m?8UKyX*2Un2+Ju}ALg
z*k7fh89Veo?s|MJdNYQEQ&L;~@#t#UTDe~dgH~yju!y7J+#
z01R+%ppJ<9j$y5fO1e1y{eyIU+pE(?+}I{S!|LklrgCI#E&;5Eu&YH^^gDonT2Coa
zoPAQnTF*jAEBcI-6p;@%v2@VV)uke(b_cefD<_hhm)ASmgq|K0Y_-s~XOBeEY#7Yu
zver^=3Va!wpAQ+$M4PM9WJ4XQXiqX~#nJ|CZb?!!hoz=j
zb;qufbLt#)BRFv<9;AbDtmC>X#yXWE`Ao@@&poiu3qp}EIRwNR84oe2%7@=ukT0(&
z;Sn?L+9awhWmSa)cH;G9KenK06l`bE7bnx*i=T=zs1kwGO=kDbc~?w&44bBNJ+p+w
z)wF~Eb2umJJZ#$g>heOKqG)Ml#m35p@Zc$z+sso9jZwg3MM_*saI{vtbKec{gTZ2d)1L@<(LZq6x011gL~*lWvkKcrCT^C
z1&BVAuYxZ}F%^4!M8jjrCwpjv_j?3*}cFb85vr>4Bw*c{l$2+0@eFGq#l&94!0h&5M>PU1sJ^O5Pk>
z8ymNmmbN*YRuy_@)OYZ@Zv&4%>4UaB7=Sa;!4w>~lM<6DpRPfPagDzBocFPI+jgw1
zuar}Tp%-3{VeEW-TitPpiWXgfFY=E}w_2r)A&GI@nc3%J?V0LG(mwL~usd0{8WhyI
zSR-C5*3{NE(e^96W?UxX+4#uN(w;|G7Yp;H*bCG*H$#=2z7!$fwLi^7Wu=!hM^!DI
zRCq_3R
zO=yxxoHL51s&L30lc37L2
zC+jP9u`S{bY%n*z|Hq?J@f*<4)pg_EaB7({3lVX;^SIPgh2n5#msRjA7i
zIaLSY6XMTb2Fc7-%Yx};BJ^vVac#1sQ=UUTTF6p15u1_UqX?~rYQNN^d>fw`2uM{$
zMW^137-l&Lze7uVYYE0{(VI(Qs4ZlBq+rh_>-S*09?s0|x)IBP|3(*hMCK-9;DGnO(&w{A)o=vJ7_RG0jFLUlek{GL)$<_M$Xg(*R_N1?mJ
z*}*~Bk_@L&j;pL7Yxe>T8VoMblk7*(eSWXTOs_|6f`D)egy(Pmu
z$uB`nOzIyeZ>G8!^uGL(=&03y^6E}0=@^Ofjk!(nKKI10nO`g8HFb164Gj%}l&G8>
zKJg*cfqc2gr>+7wx?_uTMT+hFIJW*q$gq^
zgP5I~dx`gfDWPPT)G3Alpx}fTnfdCLk?s!Od%}Wg8%s;?!5kd@V09H89Ye#6oE$xE
z?U(4~t*w!MHK_k-O(sAnTpq78r`Fx3rnUtEIRr*{?Wq?oaoY1;Dk3-`DPLE_*)^e;
z)fKbqx4%+oAabldt$hqIf{P0aYfBTl4+tX&!Lg1KFZdYv=;>pEsNTVmx%mlilitd!
zA>gH@+1Zs9k06b)G#d;lU%uRQvfjpwKI^iNPf2+T29kFo&=n_zl$d1JRdXBWJ8rxd
ztskZ9jXySX{5Z65A^I4ckg(rdWAySxbWm;vQs+g4AsdjMVg!+B@@EmINsk|6D>*D^
z#JcS9L>!+TQs?~;mZ)&2jO^UpoDzJs0py^Ad!ft0iG3Kw|u@Ne^%+m}Dz5z-Q?>`Rju;)3^{_O#vRv37FV
z5nS2gv}-bPJ0u$Fbo-;`2RnqihlbQfB_yaDXv{j-M);(9uba~z#?GNqU#IrkxUV^o
z;fZEm2RxzV>{hGLKWuF5L&Ln$(b0Ag2!KSF8V7*5>jelf)hRPGZEc-(ZMS_Ii;)~6
zA^RKv9;kLdPD@RNIH~Np&t3dPA}=rRVdPdku|#*B<$gflrFP8bjz4J*
zQ~(kr&CMC2w7jMre1IzlsAm7m$tQFaoQIsb)x`GFb0BykujRz#B)Z-cA-|d3l)ZcK
zEH)v5jO5uA%1A6R^#V#cvofC*lZ70F}C0}^ZOIh*f^QM1AaLshG}Ik-#6>iSfH
zo5+>)jixd}mCG{r=S}{d5wk!nA}cRH(EFPKKJV9BOa-)MR{I+!Hb~
z{FC$b;T&g5vP)HxsKCxoO-=F?oQ86;vVA>0uo*@`!+bVoO>@>FH*ayyqTJJs6T*4}
zH*Pi~iW-L2L&PrZ$H1LI`P~T)un(NfOgX;CPpsCt1qak@9(|{yKf9q|!a!VN@29L9
zYG32C_bavj+y`OUpqq@OKXkKQm7lxJOq)7`(O
zT3W8Qhf?V3YC9Sy&g~k@cS7XXPhkFmQgCQ?;7lK
z!j&=#2#f*QLQhXzf4>r9{JI)w)1|#OE18)1?3BZqw)Z|Fw^Y6SX!VHpu>XzQ5=nOU
zmj@zp1czJST(?5~MP>PGH?e2Owp1v0%<7mfZC;h0h|%d0-Qfrt^$eF|>tC^a6@C+M
zxk+6;-o>2;4{wT5LPCO>xe9PBG&HFT@P$6TN|M1d3@S5oA58igz?88>7F&2ty!7Ii
zNA007*Yb)!_FgE|xrTZ5c^d#ktsa=-@OFD22ZObc`r#3cI+~iScz$fG+*y!T}#JM6p$dV13%z2*KA$BAVY051z)i*lDmGM_N41K6`clT2PD_er_3@mbP<7S6}Bb$Yak-
zPtPkR*4p1+*>{VVhX=Te+C}UoD=PvHSC!G~oSd{C`Tfarf0dGo>b-ehACjCroll_|Mk|)TtfQ)`db~YLM?!MS1vF6qR!^^IaL{S#_osKE6qTa?
z$|+rFz_@{gH(&3{*{>`ul~XQXPb8ZYg)Azf$cc@Qm6is-lLkWGP0XAxO2guJKXEXa
zvp^TRKJ>&%?)`hK_wU!dF(`U|oi$jx|7^Xdt*L3|>#TwTQQ=bymxDgk)#YlWgx?|M
z)@-xw9bm$rlv-x12A;+PS(3_f@9{L{tK%B8AkMsk0-wW&n>*-+@s0VqW4VA66C=o!
z&)E^p-U^UHpD4F3yOyf1_P}8^i0CZ3ie6o-?toE^!25yTu0F;09*)?yuA^rrrl#~Y)(~?>LyEvdFrWST
z#Kjq*<7S=P_5*zUqkU@eCetRsxdByU9-<15t~b0#{^Mndn2reQGV`8s0IEV(fZ_=6
z;~fd-lQp1#Pk2wSMm6VyM%=71+V^-{PtcTvgrvH!y!-%o8`K>+DqlSlwBMSlK%}Om
z3VZ#dYS*3t3-}QY4UHPF8o(M`_NMG$Fym=b-90@Ny++R{C^!>yv$BBT+|178na4aF
zzF}cy<+!jkNF(A#Bj&tyd2zeT07!lX64D6yowps&Ii!j%3%yJIS30{S89SE=nLbKh
za+q@)5!7pZ5_po7lvLDk*$rTZt?ligwey;X_+i+ZJRGpE4eQ)o0sH}^n|$CT+
zZ;H}p=HzUy3eH^9A>RW6`jYE@Olzp95K~Y{*d-Lf`~Pj;!Z$!GK+3Ld6F|rdhoz<1
z?W-;I5uLYh-@-U_nhWO*1uBErIs$v|ExT4)+d|BuQP6$0bBdwYA;&qK@Re9xqu
zR7x^4rQDSIFMaO;2JMM!{0phOo78Kt_*iFDJiqtY4DR6yK>Mw%EbVw7{H59P`vh=P
zWUfG&IUe4RTPlq_$$ZuebpCu7uOL7Hmq%()03i(tIXUu2nU$4Q{aJqi5R!hHX5-+v
z#N`<2S$H2-z<_eLC(i#Y?hhg&9xaQa`qSvTI=!9)Zc_jnHmZMS)-86t1kB>}6jT7v
ziGZC4bbD$PUzGm3)8C&gDZSHwm>U)GpZ?YVQdV
z8wb`(X9P`|1LpF_k3V5yy&D@g24V)btOy_~1U84It?h6G&vlEE+zBDw(L2b0ehKd-
z3E+3HU;ih1%l|D%>Hn$z|Nk|kYfAf*U0AMeMM)Tyt$J>nIdyHF@bv@j;|jB(&x^{J
zzNH+wZ0+XmDoLfLqBAt>`e{WwO4sy85%NdE4)QuwkWAJl$pZ+DL=qEN+BL!UkUoET
z+?+%&ue
zEH}Fj0bIoU;{;O-cV`zAJtZgri`RIcB|?}a;y>C^9+ndSq#DY3
zh+C!;^6aNxL!EzB_UA0hjqWyG5oO%9QMWxL!Vjh4y{JIbLVY?5anM!SJXXl62Eb2k
z*MIXrO53Asc!m1;jn%DhGnwXIpDQ-yctLM2HcqSZ@bp?QE<|9Q94jxY{|fwA2It*z
z2NP7&=zDN~ATbm@(A&)nCvK$8Al}oj+@*G>40sS6v?w4&@8C_eMgMr0F;p&GD3%KP
zlEWjg_R|&m$`2-oqHgrgtvZu;@MqQdJaUjy!zz&`2<>eMnuT3nG&W{9waXh-7OdK0
zeA8h@Gdve>oL6cEt9(wzhL-g1xnJz6@mt!N3>-W2gwmksI02~#$0r$zOSnl*?g((;c`@?H%B@GOU
z&CqRe@=OjmCpuyr0nKA#Uu6aoViha1bL^d%7Px&Gn>-kppr6#e-)tYGq;_{ULpk&#
zV&zu%N8|g`pL&bPzPd`}tAp>xskD{5M9X
z4BZoO{
zUP|5j25y_4))nvVr~A9}x@DZ60fcUuc_~;_osRh0dlQjwBYtI(W46?nT3ZkAMt3YU
z9bI+he|nRAI6k6&1=$Q(4@K`&56x9XHoR{5Ro?PjGBSwPf+8#h%R{U&K4LK|#^Gs~
ztn~s#yrkc99!G8a-E~35r$5rDp>neccYJy5ZJ~)yvCc&MSf?Q)G?OW=QN`{70AW@b
zr7^G>vN<6eyIh!&wvD+p2ptD}+U0f@o)PU&lpKeBZHOyUmY|JX#fW@7Zr+b4?`Ra?
zVVBvg`H(Q6MYArr78*JBKJ~P9;PQ7rdwGQbOt^dEL($LNk)fIDK6yv??Te1n8e8;)
z&;0Mj#64ieykj(9$(GiPX9^xXV||4nKIk7pS8tzZpOz?7Wa~)*VHv)gGe|;8iml
z=Ito9L@wy>n_K1WqVV>;M@p|O4(O3I^LXyT^u_SFL;14?!>g78`SDEBXr5m~7e4n=
zL@7Xt*mG}+pY1tV+u`Ie2;GtJvA&v@=QM0^G8?BDYfxyXJP-7IO0_mMsqL6d
zA3!uRJnCG$IT{RYsP{VRg1(4W&Se03>xKII`;}g;Wi@`Kz$yAfnXjiCiT_XwO3a&g
zH)?!^-df$*ogO1d_McgOZM73!k=|JA)?Y5`#~vB&{{$ic>_o0V<2dVm>LS#Yl%~?>
z`1p>`s4L8$Jys6!hd$D%58CQS`zwMX6H5Qa{NTS_HPe?Qky(R(c#;`3;<&l<3eTAB
zKQ)UFUi|+lYy2N^djCS^|1OTC)Q*pvVPi++A`qCyjcZ``uV#{xyx{a?JJNq)jGCG{
zr`LOPJ6tijdA>x?AI*IE^f4JZFz{Jl{yRV3RMfFvPvs8;`%rF&IU9FI$Nm0J!%W~uJkYN0+efWdjl|8N>__JYoxoqn@!jhzK`cj!W88%iL7ITUM!RY=j
z_JVxm==ku?qS+>}@h=NXm^w~Fazq)OSnEouHFF+I_k;?%aqv{?j0jF)H@1AIg29$6OIgka*u_8iQ
z^VQWo!oxwxXS`}s4|z=??BPLcA~J3es^!(LRfOwtyDL#ffS$Y7jr*oJIYv&@Nvg7+
zm^ZgRPsz{X@}I?gFWKCBl+V!G5}3HrvL`&Xe}dN@-(bYUJ9zAl$%&8CBBc5o9iK=|
z?38J}Pyl@II54CYa*
z%kjHbe?qtqV^m5!zdNooQ3p4Zof=+)2u;oSY^Y>!JP|H3I$H78_yVTq-rm7{xi>3f
zW8*P<12}=XnF9d;Cd$sj)as$^ZmX7=uB=ZrIAESoM@mfGTFRy|
zieE8u2VCwo6jUGWOdAQ5oe59))HqjWL@>2-Nu3Ih+}|7*r*M4v^3|3hcA=zot2e9_
z!}$H)tU?#Ny2^Z?Ar@UOd$}l0fJEk9oSx0Hk}DqVwOI+e2!Xx3f7aHzP1X+7Jf7A)+RG0`ooV`3woE*(aImxxopt}2{Ry+V@i;jecR43hpSrEO
zlT{#0VQ2NTr_|0g(+XWsGCTWdH~rH~BTApci?n-PiQtjxF)U!c087qrOhvijdo*uD
zYWkJ4a)$v9OoYSB&xg)(dIteiS~saxtp2STsI(jZ^8w{8(ca(d(IPn>GtV7!&)Y+2
zx}CvtMz%-ywbx7HU~LsoS4dZ8&a%4tIIvoDsi>WkiH}v~ULjogM}l*U3qTx)^Y0_Y
z!Ljjr9()X^hlz{g+Fb8`X6H9+nd-zFKlNqr6S_n{lp#=2)9~EoI&Srkh|?P9dUSz7
zps1*+13hXGd3l$Xt2?b~pI%-iYN_g$>^BM7UrcivMd9zY8ybkLwoU$>K2{A{OZT-D
zfao*FW&A8Y7)WL2&<~gE`3;cZ<$S!f;^kM}?_$nsCuA*1m5X3gvAolbQh`epvFGQj
zgZnU$Gd8rmg70p%5K>>%^WZ*bB4brqKX6h`>u68sB}wqeh&mm3dw4{h0@K~cNyX(u
zS>57
z@I^7#P?i4ytPkBXF^hyrDuxGDbN2F|*nnMxc{q4pXtb5aOP_+v>AApaP3emmh^
z#IE2VQ`JW{yX+tyLEhM@CsdRup9_jC^SFiBk+2ltJ$sL{{_GS!J|;eAKI*Vy?ABa<
z2P4|c@mIjsc9X*(ve8BCbatGgq0t_BbF&}^vAsS|;<|6>>npX?=Y6B~o;ZiVLZye;
zYmgF8H|pwn>chQlyI#G36Po<<$9%<(zYZ+S>
ztj6Y0_f`4!@0{c-Vh4+5vdfCIk*rNYCAx{3ORAfAE+d!ppU0&fvdowCAJkey?6^!P
zev%q<`$E_}L<55E9#pQBdcK}W3kg~tyJKU6Le;7(YJ8to*HFQ23nGVg{<{_+uH8pt
z^vh64QmwF&R%f%X*Eqkxu7*Y*!J)+o;l|u_QV=aUIgvY5b$;(U$IH!i+MoMb5$ebD
zFhpX`djp{XJ)P83JlLtSfupiNIlzm~jw-)SPTooP!L6?EzcBJGZA?$jjHt8_tRQ{K
z4)AyNKY~2$&07+hu~09fjZLv!hn|DnODA97Tf~V^H;E42#{WESo0YAF{pc^<
z0xYbxtxbXM5FZ}OXPyBx)wmkAl2U>kmqdZQwUAyxrmN3&QuGICZ!q6d-Q&W&Os+xxL&M)aHfD=wNc^Q#8i2QuH
zwr~+^${GisU7!lVRK)f^-k%rz{4Mm%$aC+N+RA`a5h&BiA=Kij#bF!qqsT6nR|NH*
z?t2Ltk6LF2dh-eqSBG(o;MkN@2kT!&FaFBM(|=Gi)j3*B?F@6NkkAw0Wf8e*KoMRQ
z`(;!F&nI==&`;AKJwK#tUpovB-|(q;V7N20@);48r7`NG@kEUN!c|S0wwfx@KwX%#
z$#T8gIL7BRu#I`EfrQ(++lw|5=CbL?`7kC2t@N`OplA2(=M+~oeeTv&#%bNnDBd|d
z_W%2(og!WVXVuEnoGIaWmG;1Euh0R=jYynXbOOQL%;Hf^p7_F#hUMP$_$mMQC*dOA
zmlLmLVjIsFR_r>WE*~odSm2|3JiJ+T4WrSqWz8qyU?%r
zK?*+@82l**3inoD`VS~+HI|lowRTECRj^+sO;P6_1X_T|?(EeWWG*U{t*7yDQ2C9e
zUsQ?=!@C#kyJWA7bT#+7wEUr+{fXkv`&Wg)f^h_JqCW~F-gXhAA8ZC5}3|A*X`C865u2jNZ5a0>BITg@0o#QaT-1c10{QgJG6uX?N8#U
zD`|YJr*c(jkuzj{tR=^X75w*vrpCrbSIJ>_4lq(+?yf|tn~nDSr~$(G>;+fF8&@zG
z#Xg-_&yJr(|0nbq)lKo9QdCO)v!}l9DLKiFm18r+;$S{>oxiHvW!`U(fG6Pzi
z<5-*xZ_aJeLxEe%-|{{V)Wf5l?b|2b7m)_0qn;%uV1ER4-1WG2cAwjxc3i8!ATo(+
z9^Lvm1mTPTq9x^LRwPks4v6D9?Uuqo8L_nYnLmWR51>3eBaHBbleTUdL0z$44gdnv
z!!PX#!N9SVxggoUZona>KfgUdz|m5gmEoe{I0@3HX>n@r!M+A|RX(+b=frOf40ii0
zIi1|!N%V63IGw%4g6}_Cn~P;0_#PXp`8cZV>*29cWB2zHFvH_r;1=4dPq!qsCa{ZX
zhZwsCU*`4UEZ#;PUiUFaWsN83sK0BNh&uuyU~p`dmYJzZZp-33re8L;_sJuu-hv+_
z*6_Co-+Rc5{ILZea)>mnj)`w47~p-hIR8-!e6i)lPA#Y)BlWc>UQhq%Y#lM$B5c3!
zraM;n>k&trrB1y0Bn4A=!Xicy%-?eQM?|(rfo{M1fZI!#YI&6Zvmi!&6#pxRNttG0
z?+{D*s-i-E9PrN=H=rQG#c1)f>YLcBUe+S3kPnA06aQM_O-)5f95Kr?UPHsRgrD6;0l0$rYWuOuQnNmuXTeYg+chQ(F?XQFOhy^^q^{DqIkuRf^h
ziK7S9jjHlBe=l;22D|`4rNopiML^EQTn0kTk;(8FHT|*iv7zpXPplhT;U1s!H`YG;
z2EW%*Tim2b!$7Rxf{~T+j88^UX|*lpBF|hFv4!41O#@h6PwQ$sYTpu+d`TnZbJ6kH
zR^{v2fm=BrBgpmhl=~)m*s-(a(`*%n(;ch7Myp8PNBfJR549vH{%(96pBs$m{BXYA
zW=yKt*}+Wy1O~V$7bCqdJWXM#mT8hdJ7(|c=xR>(uTw_vpp}<3k7x-+{Z4B~4C5iX
zvPylbk_OX5JuTX=+OdOQ39CiIghKN70V5)#Y`AD|x-4B~7UnBza8@VOhE^h(
zJ9_+#!$H;WjP>d{ON<^R)@m%9VXpat*1YG38uUBL#y}nSE0!(KfM@>}o@hpG?WwZB
zMPgE#@4-@>toW_?a2hwE6+I!>Mf(-2O~36a^&@$
zYcrj_tE~<0*_yx7>nod*ff!1w)7Bv!p9Ldp^
zD6w~OA|^rOBV=sPAURC0{%!t;rDZtMo%C2n(&o=m0`6}H`(GGX#xsnquee5wE;Xy8
zm<+Y_?ti5Idflg=ne=)C9A-6KkLE%J_0(vxxYnHKCHzB;N}ka7?8?R&SxL^%_twU$
z*2W$09t2vtTNJ)Yf~-z`qo5WS!n=iK3vUBN)LI_K&1b#oqOq|PrUa0Y@o^>pxNl2I3x3q0rLOQf1#Z$htKy_XvQxDCn82+A1$SA3pGpJ8XWNI2)73
z2e(XRFbtjcX$m(TlRQa)869)Sqh}MO6#ee5b;`y$iMvUOC|&_GcpcR4rL*xTLL1n+
zeiq(L%f-jLK30qhekR`c6V`d$884@Ex0`%Nv+_I&!b=%0Vgs_l$od`_a^{n04kJq{M1c^asv
z0lx3F#oPNm!jCyg(tX3Z4kf_XMEPc{l#dI}J%IY7@*i=ckGHzn?E3x_h5zwF`OX?MFcYkAUaV@`u*ipAZo
z+Ef5|=y!Z|u20OZKb%IDx)z_r`~Zrc6wK184VT2Tr@91;x$YN-8OWt#ydiXT2?|A
z&N}bc{httbXR(>x4s7kKwFK!j3CE<7WiiG>T)li}rHTPj`PRYVI`MEeg)*V3H7fq3
z%30InvnH*OcyHjx;VHz;dO9d-U+V2K-;lINw!6X@^T*oo*)iDxnw*Pc_nwCKTj+Ht
z+WQ6gzLb>~v}6_x!#F&PudB8#N|~I(Usso`D=kktY*j-`D@Wv25oA@VvA$BP(&ACs
zjWn$p#Z!r50(CE<-AcueTQSyi?~Y!qTYDb&398A~CA~imn-+r~#?35hOY5Dnb9}ug
zGW~yhP{lf|)~NbpKRNokmN{%cW}!kSg4=$E`x|<$6WJYEIuox7n(c@_kJki(#V?A{
zqVRUi>$Q?HlivXXZWj-ww+iW(?uDd>p69JUKxG7wqipAc`!kQ0|KrGAY
z`oti>AAaDOW5%1ixUmU6!I)%X}`eE{4x;4lU1!WG@;KsDsm8lfT-trk0Zp
z1OeZeN8@k{Kf2u2Yf}#v&yVH2et%j#8D)y0P<%(X3QbVs1%2>u91n^nk1x_-1ip_=
zVCR!Uw(uH)5x@f0bjJx
zW$Nqvka9NfivMf<+3RVgYiX+|?7i1g$p%t}hl~1tvu2p2p>nuf<%gC$I0=K+t
z1}R^V;}NimHQ_{S`@!=$E9OyW4;d{TcGl)e@s!BHag!jITQ|QtuRy
zR+TpAap8w8F*&vZ@`Rx*jFonFXZ+sa=xh@hVhDR2=2-vv0uPs0UTl31daz$o{mfh7
z)Glc6ciC_I(9QJf2_=gvqz(k_2L|t5-wYSu2r=LYc;0f-{9nW?Iw`ucq
z-|iDw)GpRLqfU&8P#iW@u!;Db&RA2NA2qwV+!^@Js=;u0ZZ8e!9-6adWGcsY8io6Q
z{;x~GPKWnVFGT!)=*FG3>mDoTp!e~-HFxohG&eI}gE2#=BT^3CffNG}``NKt)9Z1m
zz3UuStJ6sa)O3QE8F4tG->w%v7`k6e<@{k}aI&%$jvv{T1~(YB*0IEg51Eo1h_hjpAIa2dDn}H5QEq7r?@0JNCY!
z5MEtbUvN7{n@=^_P0RG}c||A~?`}DraZ>nsSboAJ4TuHhG9=&>E5t
zf7p6A>nv9ds0KVt@_Cv-OVt>!n88W@(+D&>zeaF~5H`q5Fh8n#I{`z|(vLt07joa8}#U@cN$_
z4Er(hGcHksJv9xU#^QvE=tXNwLc%~=8m8Mw8E*nD(06((c&X;6oBQR*zu)A#y179h
zPhiUfl5GoWrmy_8=YLZ4>qqyBsXJW2>@Yr$`=nBIhl}a!78GsKRd;OVpUJLx@H>%p
zx5ZRRE)}o&bv0=x;o9!b{xv-kS}F_k5=-2MKA@UZbLBVWvtWup1Q~`2W2H1IpV_ond7
z+F^WKW~_Q&6WL+-Uasb!
z;@Br9dEyrqmOJ8@#Syxn?_@QS;&-v$NC4~%EaryRlQp3e^^R2HE!}Z~IK`Udg!m``
ze(Av#R|sGIZ_QX)4H*f~dMe}q08^!CZ1~iYn-1v&Hkpy2vWPl^60Yy~-c#F7LL%=|
z-jKr@=gIveFC@$m&v~bjo)wICfKCjzp5E@A(bIu+MwP#YRIoa*2YGjIVL@H}$y3yI5_Y^C
zlkjoC?<&^Xk#jlJ8Q-SHhN6CK0vxxCv#8oOmmw5%k(aK9xyE$_REHt-P$LUHOHX|@
z`GfkGhZOXG{V~WG&%-1kMoWB0F-Qj8rz>H>7Bh
z!Y4IWpWC|$a|b>^hdwEZ%WkXKd*ZnL^Y#T
z$8U?}cHewGt|Np>&o__5Dm?l|-U~^mjf+yK{S$On$$!orqGiMFj=24=S7TOMYF0}v
zMo4{QCnjF=+s?xhI!gCJ4#>$(w{@ho@v{8S*~s6Y&aK!LpLuieRe;N*bEal>1vQD@
z)sst(CnSMv*s!buG^=gaUd>j&&erq#b`$aDcfpt#qF4jX?fnL8Uu|4Hi-~op3uvjW
zJjK5K7Mm5&RG>vM_V=!h-G#ko?BKCsNLwux%~~85ejIVZ0oF4uw6ErQf@HY#iNe%d
zU%F1tPg0}ct88OiaTt9B7S>OouD-+7)>ExOKiC0*!Zc_|vI^Z1{W452nD>jCn@KR?IX_;;zXb-W+?I^EEY9I#L{)
zxlM=h5Q|P&Vv`L|oGH-r3Tdq`N7@PW9h{t-neXh~k+SdNkB6|es;0GME%>&cuLsVYL?#Ob_Ycdk?
zg#@XmPGRG4E&u*PRX~H;6f>v|+djlnBXO`H2ZnQ%4G)C~UM_VCVi@|g3JcMlw-4J1
zk=VlvAZ>NMQXw3GOb#d-i=m+c2E5Z1|E}1La=RLt8HKMY>w@CBf
zsA4#((ywTC6;ZE%OnR6q5Ce)$)Lxw}vJLjnDcn%sPj9k&@`_=))!M^irlloJc15z}
z^3COo6`j?EgKOe%4Y?0I*a-1C#1Bv2vBk8*eV9Qv*I~${APg$lshW^S&PUU|uX^>g
zmep2_U5>uGvJ=ZmepktSo#1eqa7@vHBN+!%+$GKHD#K=N_o2#?^F;
zIf2{eg1W)0R;$ITBOp$vb3H);VQQ@pmQWr(y&T_pMK=E)H#HTyVW%S_ICQpMnDTlM
z&1ie#>+kL9WBRx9L66H%y+O-mfERJ{M&Myy@9wg5Uw9RijzUtQLuRm_b3}s^y`t={
ziO226LW(Cs$GA3Fck)p;V;n}otc2trX%8NK8%ysON6pj27Z_;?V#CK`(6Pm#qv-O1
zDjx}Ef$z>Q=g&sNW0Py1V>7c|&)b&&t?`ZY(--8JYj)KBPgT{0-Yc)Gx;mXXoxa<)
zQRXVRbf*WNJyjKsR}HNso&Qub?(4GDsr??G5jDrjEau9Uy}=$i2lCds!iJ6D#ChFr
zVQxAJ5r2s_-QHBG5Mqs9KSPPXqANn;$UuNefFs=S8?n<3Ly-drMmMSe^_s)T-^WkY
zZ;?6f_f
zY3DF9`f1_By0rOtAUzcDT?JM_S1F1$2dF(T2+=J_y?~-xl-vlx_giZqCln
zU)#mw6X0^EBl6<;GBJ|@G~4X|EelDU39)QI&Ob5KdAi%5sdP$cCu-A3tj_GiscrD}&fAsb&EH?2H`qbpgG8Fi*xHts%n6dW*2Mt
zD$Dwd-|~6Jd0Kc~RLQUV$283zJ>|GP6P}6QhvRl!*Zov5Rro(6c0)n$)y0!*3a=M|
z#6idsl1R_P)C@e*YO3I?!I#X45}6$7k31LEwr8FmBkBp1$bnj)%^o!~JCrIr5+LHjJJFXaAOG|l+X
z4VmZZ#dFcMF>__16<0Rk@s-dESD^0LPNvw@YPX(F+KzycZX7<2Lc&0fISx=1e0X3n
zuq4=18)-!YukNlygoT$U1uzfaAV)A>mv#AI^lP}@HEWY8u{n!b-G&f_$sfjv%1Ef2
zn{K70Z4FSK!4elbeef*9HeN&BZoi5!3@$>AzDRyC$uwZWK>G?W8a8S#Je^|#&>p*(o;^`vCsF(;7>-RZAK@?q1*JT5B?wSM$R=6TPPQxSOubj#fvy)J7
z6(5PIUIQ)2=)-ENh=;a@cyLthtta%+c#QT
ze6h$b_g7Ut{G%c*abu)YEXTykS~;X5?51ZSoR9Y3A^LQxocDo=pQC7O=aQWiaM3;m
zFmWngteh?7-8U;rQ)wl0#xV^=6ZWE06?`vxK31VmlG)cfdinsEBn1qz1;wi?7Y>Up
z_j9e8aFptWgm_qKI3&!keV5Y{qp|K}TOPQ0dE6Cy1m**KgP|T;=h2&E2CI6{+cBeD
zFC^Wl3QtH_4O4{Bqdp>w0#v?mB%r@PV?dalH?2
zQJ**diuc0Ddz@?1|6#o_>dcNpeCwVADWk(P*zMbAxW2uCOXO~BKqe3f_$OoH<}!8Z
z056LvD9$_?^#QgE6xoUE=B_Xqg}+@wK}}E`*xL1A>#s0NU}yimJS`@kGZ|Wu0=o_#
z2qVAw6Da*^El=FNn|0=O**0hd8YbvN|95GrOn+xZO!h*aQo!T&RL@C2cIQ;CGUbmg
z%;;EixDzmCw_OMZMO<;4Zv(3mI$|alE_|H^_df-_rAkW1ouC=G@{zR_P{i(5Y89hP
zj`$HH4SeDs{gBns+x-wkmW(>gfMk7gL!vUE%eDa?U_>4Zn9;h>!ZsqC68R$-GZs@e0YNleik*&;S(Hi<1C7^>z4i*lNT*$b1&`saWzf7+
z{*SMky<zH-G~52
zY^Lk3^`^bQ*U>LFp0mspA`0>{#6a2~SB}bjoP(TDWHCUDsc1*jK3m`{CswEPMVcX0
z@~tKCy+21MWw#U~>Z_cDU8tJ;px~sxuAb)9k9QhlwPR%XMJa|H90pnXZhw^Y@p9tILvua;-
zc15ebooN*@ds{~9R(?rbzK?WPM&^RRBjLn&!HPyr*-8_U4f4NFYvj3kNb_YL`!kO|2qgNU8lG2OJc#VnTDLkK|yy+qCf!^cPB2D
zDE#1QZ94mLAymK`OExVReoTSe74rLy$hTlQ|Z
zSOo>5Z`Wb0e;at$o$6&+@ZkG=XQl7jyO_%V<|Qq!^<2muqr2#wlJEaaPbV^Z3muo1
zdizfD)^O$Pj7>d!!0>MONz2Cx1NZM=u>NoOg-W86v8n(o&jezQ%0}#Y1_N+hO$9y!
zjS$<^u=LE#*O88$i`EoqU9~tJ-XNk?$FqL4xvtI+(QodCVe>@!Y759MqRJE$9V9w7|&}P=25;LX;dHiKP=?obNHa&uPAV*s?bI8
zSfNmwmr7n(AFtb2gp5!gB}x7$U}EK&(4!DeFIgzjihX1*YWZ-
zVf93TF5%Kx*Ow*HVg)KJGS{dN-N)sgd_fH4q=!viZTZ2J;h52{?TDU0907?S$J$rh
z|FpWB;ww9$fO5j&H>AEtg~h(0A=)ZkpFyGqEVyEI`Z;_gzo#Z}jf0
zl8b=9o4?sx_gWB(N1;oIYQuV#;Ej3tRJVPK^Wdzz8`UxlDoHrjbRp8qxQ|V7+&EYx9OeQfAzxzWT40LhF9YNZ^)d#0Hha-vh-H2j}ssaIo7}vM(!>Ga<
z3Tgl*Srt+M%2hsNzE`!v&h4`>YXu0C8aZxiuI+K^YqYV4mS}*gx%x=aXGB2E>S;^G
zlVWT!?fLedWtG?$>^%%Rv|?K!{`Sv0wQ`@W%4z(^51lugoR(%Fa+czOCb)}x
z&-INsJcuJC+%SzW;L&6V(KcnQkV9%72j@_xwV!uX+KP
zs*E6pUc`G5#Q&QYhN4j!)Ydk2rO={O%h8__$;23Shu={L`!F+d^@slX4T&R_GSi6W2
zz3CBRp+&4Ly^oT3fuO#-v|!X47`Qw?4lLEQY2g{SsbNpR4bI0AO!N2Zz=_0f^5nOXeJG~i~MuEj?^jf`EKfT
zdV7T?2c{O{M|JlfqfUP?hMz~kM4tL(gk_oU6(dcRK{IrU5=e+&Ras%{)Y;9kJjKKp
znJxLB@b!Pvp1cpo6=UXjsTwze#)L{sj0jH@U{#j~f!@EgEhd2sQ$$+;d$TUgB#Bq3d
zKh#IGVe1$m52Zo=bAE?X{|LkM@*-*!MJ$BvOOAE)$v`YvEm2&E`2lkOt~3_5Bc*iG
z3NpwatvP$!i*c#G%1SDak4=9p0)oR!3gG94xdWs>=vA)idtIKz_E>10pX(CH7V|C)
z{|~~x{%J&oWyk;AG|P-A%kCcAFcxuRlw%=_gPz18P34sr)043B{PuIPvy*91piijL
z*vaa>I=4qx&xC<>?K~^~v|RgK-Zz+9SFA@&TqYlhj)FcV7hA530fb+@5uN_20eI{~
z&4UrG07||;UuRe3Au0xOs!Z{bmhIv1W|>0r!B71rA+c{Tipfz(NMn&jFmc
z7=&elJe$=?%hjX~lYmcxf?M@`%W&_?<(Tm8eCN)zV>b0>bvD;)6XmTG78ZmB#tMgX
zUVi9JTxQmG!g5u@|B;$FG4X1y_wIY6)uVe95?ooi!Q0kYmh*GxOTjk*MaccvNUW>A
zdD;?K0Upl1*6TG5hHfbu+)eY`?(Yn-gK@CL1;vBx#neolT$Xm;4^8|VlZimP(X2%p
zfIol_u+&Dm*l4HJ5~*vLUurr;A!1jmRdx+DB@9MSotFskVU|v$mBm(K+uikORv)N?
z7m?G_-@tI!(8@AsR(Rd2nuheP=OwKRGwy~I8pp9RiR!Pd>2Db2u(LdLPUhr)IKJq5bK3Ruf7ptUVx}GA+}W*@zSQqz
zp7|bTFG>J_@b_rppRKfG4m@b_W^pBB+3o$Hvtb|od34X@LO#<_UGFg7aD)xM
zMf~x`)hbzB4)E~#)xJ4x-JJPC){XD2t$&kYONY^OH*RtP{p9}ox71FTkb)cm;incG
z<;Kw!S5tZjX6`|JEXX4mIUr;IJUCo5THGtk+*uHaLx@9AnVD(qT~`1c&D?fko@0g#
zVCvgvS!S|Ke*RIJc!>g)(q#D=@jC=jBNI)?Z&u(_g(+C8X`7b{9WO>_S0WF>Jh34K-yY
zE!B&=CYA{b5!}L!F8fPg-n*jho51{XaF_uGRMB&l;#`rK%|2GD9?e6eRKmhvGqGS}
z?B7NFkdl+g9s5}F0Vq3Z@gh`W%>Sl3E$S!ohB5&7Gv)-t{wXu(XGS1E_#mj3Uz7~C*7_6x=T7i|VtvgO)xq#OD}b(_^C5@^R9fxfHP
z#9Z6g;<~qRFuaOWa_wI`)jc@yx$$0JzkuxAb8L$}4>}JiO~_4`<1)1K4&Nw}3E9%i
z#|~;NT5&uq16M!2Ts3R&>K`=EnfWgNpv|74WAtAs>igQiwpA9?M^XQkMag%3iv}cR
zKKq1W+sEwOe}X&;aDU|#;uBx8|2jG}I2KIm%dS{22)$1My9#NPrjp?qJw7C1!M6ML
zNt{gMpfd9T1(BzALP-vTlbH}}>_&#EAVdKyl0`^~GmV^2$0K6o-j?HaSYnyjpmZnn
z{Q%{Ed`(LT?<$TCzTi581y=A!=Z4G~5-eG5mG#bwp0geB;~3zFR(F4OHks=1sqzmA
zf1}X&WDTi;wQ??8Jy7M+knMpa=?#~AA-D;>$V|p6b-`WHWL@ze>
z!59i6t^I6cl`LrSd}kY7O=J|>(6SLhvuoG;0RvD67;)*Sk%2mIA2wT7U)LMqc7+D$
zu0Ws*6GeYAkDKk9ZYOLcgjwRqu8A2(`tUA&0A>&8S6U*YxgtrVVhN^>ypKu&EF1!{Z4Z1;Hz(HY%~
zBR8AHZ%@L)j^gN>
z@SQDm>w;wAx4C5=SLjrH|A?`IoO)tW^t>M=n*Xyxl;$v
zH#8UPZT)Hb>!!WtB_pw?rF_&OD9Nm`f%Wq0c!u8W)vT!eEX_tDHVshAYf-E{;Hi_%sAuS
zSD9!gqA*NPQ+5T6v6}Twm%LeHH?RF-X=Q=yhT-St0!#2ud@RZRA%xh-&n3Z!j0rL*
z)5AzsS;8g#$1YD=>EU)(=clcFpBd6}1Hj6^RUl78-KBl?W{I^e8I8AZfMU+@#DwI;
z(vb!yrCt4u10_7}f(1L_=v1LF2j7&M7s$Aq>pOqy6p&YkS**5UK^
zI*)l(4K)&|n!s>Vex9zituxPUA5H9Tg)kK};t&uW<9ogfC`SnH&TkFk)=M2Z6koLZO1d3?lqy*;y$})JKF+b(fat@TPZnzcdyGA)$-Qr1_qhFHK%!I3P;}lMD@pz3BrL
z;_R0U{~i3S7>`T|OT0;|a3;Jg#vqYO?}5WT?66f$wZ*LL2yFG2EVpisr3uKqiVx;4w7X4wngpF1H6;eT(scF&n%M@R3JGfUc#6sI)eU9x=*Mt
zoTeNj0&JVDrz7sxCz%Ale%T(Li%eNwIldOin$XjQbh50kb1$Z>+y@TTtoE!!`tKS|
zji2+=)15b=W{Q5vBBMwFnB5&c?Y8UQY;8WM;(b?tO`Wk2>T7#U)Q!_5Tz2Y^#LU!M
z)2I(hB;iF{*IjoPb#-1~?Z`CJp(IJzj==`7y19?1*c}Y{3sgq&l@tg9ug`_U9NvZ!Y|`a(Moa
zE928?mZpY5t5B~xeZej~mtgFDYi4auhBqjQG^~8RIu099OZanYu(`j|V#t)qMn;s1
zgHx3d{;pCdcvcbrML^`N=EtcqA0%1v1r|A+l9vq4Ev_6O&oELL_Q+Ny>9dm_`j1Nv51M@hVFVXi-EX<|50np8}{tN66$DRE;}?-~}}rz*+NAQy}o
zyL%IDzoV7?O1o{QMOAg-?5T;XP6Nb9)6k$sNild4va-u$;ucN*LY@0NAii~O4@?%C
zH!9L34j@#xIz@z2*N!RjIoe|hilYwG1Q${B%hg8CR03O~rHH@=*uzY>^Ju@AAPj*>
z>Baib1gv%{LgBE`bIw44CGMl5VAFTzE}MW3o!zQt=II49&93|rAYE4$!oJ=|O44xG
zSoId(Vm3GWl9KM*vKk13MB&Ga$lQk{^$3}r@3FSdin?x2r)G%_Si@eV+z8)q9+3lK
zOjL7PXH#R_>0(MMiH$6Zy!>){{+7f?ahZki6DUfw%^~ZPC4TV9*Xva-;07k!+Sps3u%8>~@eW;=Ws=#r{
zpN4h>Ou6#Mb4wcKIX=|kRly$N)Kuzlv%PxI>a5OLlC;bE>}l`s3&BQzwVIekDZ$nlki0?cf9Tf
z2%HOfM++H}KBFYZk^293{!j5|Yj?PR#1MI5{9Oj_DaxUZ7^63h_%J%Z80IknGV5YS
z0{$4QW=S9bh>G-Ksp%XX=)i_Sa&K?`&HU>AhLaIGpvOUFyU_q5ja?9SuQs5gK{mG0
zxt(aWdve+ddt_z$@O!EuX;R1$mR52z+sxXfv1Ysm67j+@I2Bt0-Tx|PLW8=w
zQx2ePY;^phzNXH34YM{4?Xc1&O#Hd;xW^0O5)}7p-|HbtSH+^sKU!Pb+TMO!D7P;{
zw~#jyjkck>dAEbpT1q>db*>rwe=NrnCgVaeoBr?sWq5%9rn7oD8|62v{@(Mmt^+sG
zzgI8zE0s0HZ_xdFDYCf7@9vg0d=FqOo#8E$u1A_$)^S-NLRzz*9n(_DDhZpGmrvox
z`cBBJ>Q8rT-OH63Ac{!%M+E##`*adS(huW!L*Mh2?!?A>75;8oD%s{O)sed017ffH
zvu1m}i^}r-XD^iaU=Bjsk@DmA8%cJ@()xI?A#1B2_{ou^s@pii{E7<#&T3!macj1=
zr&_dq1B?>VQV2*Wr%Tw
zmE&=NrEcMJnIVt0@ZBF7Ik`O7#TT#!VaLr!G5PHj9yh+Vo+r!c=}?*-SE`>#R86hR
zP4yMcg`0fz{Er=7Mz$Km6QN4!;gRTH#|8`VqkL^WafWZCl6_!GyDTOmk|I}$Fi(Go
zRWgjTn>l3Dl**Ik|C9J06i6J`b~4-9sbB^KH~ggk1Y#8k-(<7xdj~<_@9RL?N3aNA?WDfm9xLk%t9C{E>1blpPxTLG
z>Do1cK7a$kepF0*+a(t8VMzHoQBB>mwD6?IpR<|;(o(-pe^7IlF}V1nR*U0NX7BF4
z=RVN-przm22lc|`)3{;`TJLd9ucQz(fphLJjw9abvF{Pl-W|DLmXx%=NzmCra_9?r
z!oe@0bL|}PO9zGb*KkKT;Of;8gC?0tcIK1)H@dp2(h6~Ir`x=bNl&fopkkPIT2iip
zd?iVhKP)wA(>ik72kT3feZ0A>?0x1R2Wg@SUn}3=m-98dyI6JmYG{do>-<5jK@Xp@
z&lD^=ZywNwhI13mNv}-0OS_s5mWMq%!DT^Yz2J&&*q@t4L4SvuEQ#c|HA#uj(sy=l
zp6SL3z-sTYjkSgk2`OA
z`zXi+c-_^&qZow>hk2jF=b}Y%tgLU8)bt3jkv*)TH9DykZagk_LA|fSnma35v(tpz
z;Hco3U}6mCoeER=bRO%;r_Age%xLklZxnfP34n0wmx_h`k^v+u_1xDE1_3@j8KND}
zCO_qBIqJxFgoM^7r|ubKIYH)`soShXMA8YtgGa8Mr&&#hNBz`rl_hA8xd
zFS35jVz2t27vK?TgP1#MJAv{*P}#G*j*2AF`!^?P3i#Z5o$h2{BJuM-Uw$tSF#2B#hG}hhCtBL(!$(I(
zsO{mC&}TsNnE37X;G~m$)QNP?6pBtt~2c596KS
z-3N>FJBriliqAsV6fhUN3;$DFM5HCBBs)6*AZv?22Ou{UjrX*KZf|kVt6y!M#R9}T
zDtkETm*SFfgD{=6#|6dB4@ApHhYY+Em)$@~+fvnkj!oc1neb6Y4vjNv>`$_V=oz7+
zV;HNWrDj9EcYpCV1)T=}j1ZCT6dQXj?~L$_lgzGOoHi`os20-4hQAnjd*=2FwV`dl
zMSJt1rPGSnPwMq@4|
zuD@j3z$*k?o^5o@zmUM}H4$PuMnY8{h5H#&w*~iCb+@|3ZK(j^5s}ODmTQ=ecXf5f*7Zq?{0t`04$eq#JROE{
zzHZb}p}|@LZe9!5cZ!S{L{vGL6_>uR>cn~nJczbmjU1R2zAX?fX&<>g^yhVEqukSa
z7~3N19!@Yjz*1#|eP(n%S+6&F<_CshOG)HOBM|U`_H6{$@!|HaD^ofJ(@
zLtDSJi0(5xwfTDS8;LS??E2nXe4)qb*#7-QdYavdA&6RJH{J*Y!SL(y{xVs|4pU
z`i-*&=zY}vs5JmQ`Rwx;yh%X>?m`GGYrEqyF?=qZ&X!hgt{eLteaA!+Vsj;qE)~2^
z1?#<)J$uKu3uHof?Q;dCBxZ$EgYMe&gcm?2A-}I-CQy{^&@l!JOoaG!O#C7>Vd(tA
zQTo-U{m0fN{iqVtA_*dYKQENwD`Twn3kUeVndLD5Gn)%OK{dCd)9KcptJ(F7D*YA@
zr$71WZC33F0ROlf@HhN@`_rGS)ZTT2X(QS9XqXy(-{c2{!?I0$l4JxuC9ZjN-;3zz
zezx>resepa-04ZqC)g7xrKZ_y{X2X~QX54OgNnFaL{%DjSqL@O2l;E7)X^<_GFb|&
z9|cwo)3BOTp>vPfF>BX|%BDu?7H29b<9f+lc_H&^|I8%;li?t2Y{ipDXbXSmRqMxh
z->Z!2t|(ac?-Ue@PwdI}hw{UE9VT#g$N@r93^IapazYYwjBF>|alA!TbaqLV=?*&i
z5L7`yU7yS5#b}_(zoh32?
zmcf8-F&Lt7u%nf`^V*Mf`p?`c(D~s4N}8i;Nq+da-Vs^t)x&VIp<4)`jEq2O1GDCJ^GxHT4IMEa?Dfito2qpypLsm;RU1py|te#urr6)0oS#i4b@7eqU
zjQE&N54ux%KVL_coULV5IjTeG6Qys|!d<&!!H2Rwhdvx31@H1gaYj|+;LjW6@TEeG<|Ipn`q
zLb}Gr8Sm$8-FvR84cEMyY92OjkE5kIK1-Dw=>aFfYmP1hDlDC`Yaeahi&0;+3)|YI
z#g(zEvX!}qzKYk_8;ny+j(S1tW6-LgaN}(M75qFIrg%1ZVnG-QNNUYA+-SOJ-;8XX
zYZ)87ZCEbMHT-lBtAL|Ou>c56W-!ESR!0S_%01k4J_CB)Kkl=LzI-sldO6sJwR?y8
z2pa{dzW#PvNRo4%W0Y3;mFqG`K63dp{8GXYHHH`bwI)QQT6{~nJ5KTOJzSI5IXg-S
zZF$e-&X-oga40Mh;C5X~GhN1NMO_WjaNwR}d;HQVQvmY-LBX?Lam+tQR?
z$Kle+hmvtjZo%R~i?$KM`$%cw@uSl(@wPPz(Q-jrKXROtKR8vNhX6Nlt
zFCF!B0*a*&y1VDF=#gpVSQO^<(z8bnd_a3U&F6Q^x*{O|+p(Ol*&K{o54Mi_`tH5!
zXJ9Mk@dvs)bT%4<6GOati0X!ELwhM*n6d&gUc)c*B8iPptRPsk%%p78n*dl-$_2#l
zz~67JxupvW=-E(v=~I5fsAYY0kVX{$z{zn5bAN7h+5G9c{Sh1&T=FJKH9zIB9{UX!
zbpos%TL859Gn>L;Xo4>mGb*IWbmEBj$wAot2l3`s{_o#EzHCibx+pNKV
zZf+g-|SIKNN4u%}V?a6}19!%0^k0+c^uafBPlv9Wf6b8OZ9#<$+MZ!_m8hV|JRz
zd-R*493UPN=WqyhFWKB%s1Lb&_VPcf!@SpA!}
zi^l(@smFam*&@6v&S+Uv;bdh~IFMo^{hUf(
zj+El&yLhlP)iBBN$_>%g(@H@v*dAN!O|&N1v@1K)!>2f|AIa-b+|>yIofT%d+5P;R
z-P@>I^*ee;RK}VlX~ZcJ{#6cYzfMFC8UK6gx}>5azYDqHz0^h5KpSfx3sLG}S=H^F
zIt3&>cJSr8VwZLZ@#(tit?K5kBnX-Wgrq}l`*uj$R%l&7?$K)V>
zrUtays6y%FZMt{~#9vmjbl3^7IP(pZp!8{Rz`&oZ)3B1$t{${Wk;KtqzhIfBxp@12
zN>d%AhJ{i@7smv;CT{5Yx?K>VhA#z%h<*XHKgzfBc-P?HMut{TA9r1x?=j*x9128B
zly(0+<<0y-X5uPFNrFfwHA52l-E=>PY@HE)>bYeeY&siz?x&IZNh~7`4t(^#>R&xM
z8R4i&-~XEBMH<}WTFt3o(HC|$Shf(W1+0G}1lgQAD0X?DXqJFcLGv+WcjsB%Xb?*u
zMLO|mM)7mT(vL*9%WvD(CSp1C4h9aXv%4fX*q`W+XEpclTU-yAId5&|(|d
z9jD`H#pakFx?)-eD?#Y7DJw|upTqX?Xl@8Uk1;uD;0c}c{Q~u(^>{#x*(dOMLJaih
z$IaHiP{rwAYiGm;9Fhj}%LXu`2j_muZkHAfTxI$`9uW+eL9<5-b!*kuLOf1?H{*(k
z6pbCVLGFn8?Yrjz5q%Zg`-ii1HXA#4LFix%;}3{X
z@S=gAk#j=TFOZ<2MGt}_2y+GlP}zuB5D_Vob6Eoe*`TR7JAHsLUM^gzV(vatsyUc
zl8--bigYkRPB8F3SFU0h`UvQVQDsY0=SL``(*
z=+?vB@9Pz-kV|6~|0e6*oZK43*Uj)H<$7P;_a0|DOoU;ZfJMDP3|3Aq3NC&=_2>2K
zDKm||ZOLl}K#oTwq+`~pnW6<&V^6l;)2>YwCk<9EKI%c?qx^J`;s@vIkl{UlGS<&Z
zk#QP34Y3rus>TB;Kn0pDe{>Y{*IN|y;)^C(2DT>2uK6*{aZ-};Y1W~+08idZgN%NX
z`nMP9vge8RnsoWDfGG|xK1G6gy_KDuJvN(
zMa50{$F{w5=d*PbP<$|z3Y`Qa!*MzsXw1(iGm1t?pGflYw1}f^m2ZhhGV{Q`gN(F&
zZh^4_(p>Wjo#oG$C_9QuNce5OjUt8xON}`F%@(Jz+ThI|8+vo4*RMS(B_
z31nEby6^JDbcLQsFv>hWyIrGLvgJWW$!^NA)peIbz`%$$Nf14J>^ehO-3b$DSV5eS
z6tAVyQZVV!{xi71@i*tjXiL!whkgDut=&i!2B@z<0y=PU^YPj^XYkC$%PS3-+xfW)
z;y6}i{<-cV_q#uCfSg$GHG?~|e*59&dP8`h+~@`z)b`x{+t!Uuw8apEjqYuu60Z`u
z?wbyJ9?$1~BUlhQVjsj1^Q0l!3%0EHVQ&i_vV|vqwanmw@Rp4c&6G~8#|;BgPV}8w
zh)yL(N&QBEvh51cNqc5U+uie^lPSVrH-jLfnT2h812}IZPIav;W|->0D6J+rD@Jo(%`G4z`Z2KN|X+
zyl^0VAlenU5HKXLvk%Gys3K7&ux2DC4Qs>Esti!M5Dd!@lmy4sd=OVtc+Y2~Ok&*{
z)V+);EWzF^(d}fv5t^1n#OL1Ex`6HjxuNl#-!>9z@l=uuNDQ$CIE-Tk@1d8=59tek
zdadwM1G~vaOshFGzyyXStO$O3y_+Q92rE<^jGP}VU{8MQULgFmU*}Q*@tD6}?B>(CF2y(SUe9cUvwLd0(&5!cn&g-Yem-CH6
z2%gWdY%feixTJjy653^Q3RK|jd^RVCEqaUIK=Oc8RE5zKpCh~Xm8-&e
zJHfZ*)m$mclgkbF&(Gdmz9G80k>$1o$w;1V^^m6J0)QK
zt@6N%Z(*A|;GPTgCsWVjkf7$IFYfB`sQpF#<@2v7N2~dtlOt2(zFf0_$54&)!*MTQqNxhk-~hUIP_jdKVV~_dMd5%
z_a5^wh@1`F@h~QL?)41mK*xmW2HAIgUs4s6SHl*fcL|tCWExNUu^DVE93Lrzq5`Vn!3q0<%Ip?y$&rw
z%I~MD&wXz3iJYPX3E9WM?URwd!r5^vi)G5;ZSr4xogEj1$6tPX>#jFTr^;gid7_cw
zDD^{w#az#i>0R9&I*mK738+j8{1gu+?0lgsP`8eW2tO0C7Duu3i|%{trOg_Bh|s(4
zQmgqcZdIY^F??E7Sx#a$^J`60v3=(5T(qpb)bY((M)z90sl$fxekIB2
zNqBTJrHuT?>FQ;*+Xe9{VFEjex(%0Rbg~;IyIYNUF3!yDn|r2WZ(k_HAp70y=%{1!
z#n;bGQ(8Kk{4O9*u@!k`rH($McHri$nZpJyK@1~awwB!+f<$?@eIdTL-^CxbA`hzO
zi$R?hm9E}|`p1o}?Ia0r2$
ztPC!be+Ufzs~#C?B41&uh98S9cGo?
zZifhu!9!YjD`)3@Tl!t*$2Qn3NS#ba)+0;0o8>p?)13XAy)s|emYS%}WxctKVKvo5DMvCMl^z)JC`ptj+pF^fB
z%d4yOwzWI%g2MxjNrrwUye@K1S6!0P-zFz7%)gkudn7?Fcq>ql4Iex`P!{P|{^W#8
zWntkN`4tiZ@}cNk+b;#!G6kVh*?aJ)r=`v2KNQQCWI1YH7}`;_o_TbZMC|ik6z?0{
z_eQt4p&hxGfzN!r?RRh9up7sBtAi9+`*FUv$h<@f83ML%m<{le3tv3Ie{DmrZ=vN^
zi++0xD~Lk>^L#4mnVemPnoz*-3rROO&0gk2AZL1m0kPaQ};5
zn240%>V=`gd#v~2+cqu+qEKl6wx7x6K4H^ITD3SR@ZO6A7(qK18uH>-Koc>{Vd2S7
zYw^0rPoi42Eiq-Z?>MEs)xMk#Ffsod0FQ$3e?6(Qrw&+%QgMC
zEY5aAp!1p#Mn^Iz*cBPXdQFZng
zc;O-VFV7km%kxydCBzsq^<-?VOLm*21wfqiui}hES2rjP0dF-GI;TwZ82ZeTjvMgk
z)B1iSBono=DTs?7uQ2l{)ut-~UbYsRGOJ1f=9yDo*y`s|4TF^*L)NMQDmHOfUypZ0
z1ZX1|Q<_r0pC*dC>x$M-x={>&I
zxkmCYEic(x%3@(vbTHlT?3>1fAt7l*5*9U^^1GEDOcv>&RZNDqy%fH71e_kvdm>+X
zMx@5Oe3M2@5fb$poJl4vXngzeN#td!!Mnih8s5l)+L3G8hKneLoQzGE&!om`a8F9)
z9%?$iw-e>xJi2|2r)=MnLmB_^y+d8{MOJlG+=yd(M`B!
zU=yM~wG{8`k*6_KCtJC;CxK|dM{jm}wlWHb%K=ZN5-88D^*gjdGsX6kDJB@tyy&&<
zy0f3bow3>L6X^G8MO4fcLX9LB`q-!M@)R^q+7H+;bi%
z?qUL36q@1rnW%F5$;~9lGs+tE&rGl_@km*oZ@%l*$u@Of7j~KT_VG{ZTdEoM1~ggR
zD-!WpNOYrV+eA`m=kZeJ>XMwnJmTVm%wGDG(%+VnT~Gh)JQ#Cj8*_zeCA
zUaA?r)$nvYbU#-`qD?}JYMM5JY54TjEgCWxI(<(Pl9po|SfuoPyVbpgGUvp_%
zrY;K8&;|8Bv}86_i{O+h44Oc
z<}W7~J)5bGyCA%i&m((nMfutqE#ttSt@hQ_mg-^}$MG0l1+7Z+Oe~(1$%I+VrJ(X%
z>}CKw?5uPkfMVtQP)Xejd#y8T!2{RC?2@oud?REGJS2m3t)`wL6{=_;hxEnGZ@=i<
zWAN@0=X$~pY0zvIS}m;TrDta+`7oH^hivMgyT~sl(nix&nJ0@Iz00sEzP	AK&4Y
z57M>iWGhmrTe$VWme}>thpPQ$KU;DZci$m?_uZ}Rf8)u@Rj!!LiI+1IcYC(SeVYQ;
z$$q#PETja4|3edmimLW*>^R}*a}zj(#Mu0T6e}GxB7&Rww?2`Z`$BMnAE&y4Our35
zO@QSkRhvZZEMt++MjHaG^aoo*kWFt^3mYNj0KVmnKbR`cu!m}
zMynw7NIQ*v(Eyo_0j4N#tr!ux$^YeVNcPL$n`|MavF3@xOJw|MoB}mxeUj#*F3zq2!z@0s(x`U-E?`8=G>pNtKay)x6QuOp)r2ayD2y=~&gS
z262NN9ja;aWZN^FEu0}gSBzfr04%GFVswsjseH#_KCf;|G9a+k==0wE0
zWuS~#t84rUBx7PaEX=bf2Qle#npx}hBZKRAI$j^SzJg-eZx(h2QpMHu@LIlvC*~BP
zOVgJ?_CF>z>N~i=-wOs?JqA}o2@vNFyGzu@@2KBKVl(6Upj(E-?(>;P0whmXH($T2
zOGHuB0U35K0;s5<#M!EZ^)74t^H5Ve)c-gcrFai2y@+@q2`e!;x91W
z-{&VenWTHI6WK3`Pc6Eq{MVeU{2aclBen(S7zi8H&tjIs+q#ADGt$$2GN1mpq8p)B
zw$mzX*fn7j5}6x|PoPz_)Ad9BYr3nIZ?P&pCQ1ytCJH`$AATK>G~{3hDZ#SodrpF?
zltd9HapKu;vf|TDLp0nWTFfR6_-UHw-}Lmewsh0MLy@wP#U71G>?r{Dh^O`DIlsZX~)``X$ryjyT)!9srr&?NDsN)BR9
zn-_H|+vb;kl+vT}T#Lxby(LX;T1YTvFS>SP4
ze%eVTIZ$|4w^Viph}A9Lqf~&(m;Azhe02lA2i93({7sLN|+@P_NC5no%~eDIR-w+Zl|jZEd~i
zaa>*zULOxAZ@D>oCTn+`JJ@_}ZZ1P?!^_>p{?AcF5BSt&AG@9%GW^C-9N$_zl~i=Ebl3L2tMpjMs;@?|tzyDOeh|F-I*6>8MrbxbS9y8a
zm6XR3UV5ZyH#}HTi9Y`sBh)6nc5IV04%258ZZQ`|xdXmxCm)du{~{Qkjt*HvhxiwK
zREIhGxLyV+Dy{SL#0W*n{0I4Dt}H%bRh{P}5g$*edn9ykt1VD7S5Yp$S>9?vf}CHg
zC9;CVahvwaTjfp-m%T|0yW`j8jvZfCd>R{duZ$8ff?jnwJ3J28Q5@Z
zkWZ4)PSUqw7XTSM>3;hw8K>nyUs{cS%KR%hm0i$ptuF3A%-KQ@qR{MTs*u>hlZz{8
zP%-b}I1xG<1k1vs{$O$=JGkYw3jfXgIRwAXN>GLkMRE=i;Bt-=rMOeDMja
z_-3`!t}Esx4ZMIoySHDjMK?S6sMqa8xIc66JR5i!If^tKNjv-g?fbLU#T8B;LD|u#
zuWM+aW1r?d_}k%(6WGRzdiY%zu_zcwzy9aY?rBQ}tRKWDaiBf-3V(4%O__pcTuMY>
z6mn+p#UsQa+TZYgncGmQiQoUwMpOHM*q)pMI0JXphiV|IY_{8ZE){gE+B2g=#|~5B
zfDylgX=I|s!oD~AuX
zSdO89#rZOb&(ENmO-h=Gi+jRyF(aDl$Wo
z?RQA~^#AKM@_sYj!GvAYpi0}NeYQAUV9ivdb{tklu=+T7E0n(ltQwC0{C9bd5$)_(
z86q8DNqmCjff%Pu7rvT0QC9@RYn0)&TJ8ss6wnYCT)NBTYM4ggvHh1bG?y1iyxxjM
zTy3%$TLcLM{03$fHH>=P)o9U4Quc;w>s)Ds$RgqtBz5&Pvpxm)`x-Dp~GNL)?
zdBJ$XLW7cXtirKiNkLd$ZXjg~=Lg&y-In3KyCHl@h7@vGS-Rz!jiRBg1@G2eM+v9Y
zMM=uiRF=#_D%i4f(v-tnBz7e1+#S}y{(dPN+~?s)kG1!y45A_|ruUccR*(OU7#QA(
zBrP$@hy{{FJykMs-qiDj0wkDJ)1P#)c$GW?@sS2N7jy!izNp~j60UAbgji91FmPyy
zfWK#EdA}^|-dbEiQKgik3V!x%t@!&%dypEwj1D91?P59$8cD$*mN1DR=iS=T
zu)eoskBTEKU-LJK7uT%=8Ci)2+Aow-Jc|o0`ZLxZI9sc5Z>P0)(q_xOL!Mx#1|W3*
zC#C^}$I#v>0;g=M7_k31IR}PmGeY@8JiU)};~qJc2GsdKQYis;1jgcD)p5ZlL0sVg
zZTYmqj?VHy39-dpnO#oJ1qmQkK%ESTfICM^njg~Et%?=$o$TCaCZjPf*BVGvZJ65>
zcBr#5kCy-j;@qq~!F)^!D~yfILFf&FTDM1
zc}^lxre$<=zcDNpQutF!7aqyDzI>deq?$Jq17(+$h38x6?@;y2f7FZPk?5TjSYe};
zdb~yI%1|L_3AY(h^av8GNUWh>{8jOx4cuTg#QHu@%R;iX>%~NCVO5$si@|~j-G>9l
z)a{L44Lfx&0{?TF#hvnD
z#Xyx*K}CEjFD8l55>*aW(*@*IS92zsibN61dNa`D)CT@ozQZgZVWVW-ESVy)b@<(;
zjIyYvvTn`r{M&sD`vHzB2yyx|P?k`iouT>ssU;sNcui?M%ar23(b~yhO;=_6_Nj(&
zJci!9sHQ;*hx`f0%NrD4hy!n|cx)#+9pZke9n`zH(J4h|p%V&F*w774g2ILv6-Ne!
z*^7sJAqmm%&3-RZMCeSb$=Ap2&=JSMDCE^QF16doB>iYf=`-v|v?id=eiX%+l>NsL
zrMCan(x#tGG$RmHm8=ud@nH}_ZN_{ZCSQzVPH9%?zGN3FmhajoWk^yCmvQfFr2p8N
zN>sL=&Jcz&>$FjHQIWL!srs=}McT^SRqV_6$=uk#Ngw;g6W|e{3+aL}blvhFtiIUW
z6f+Bb`Yc%l4MI{di?nC1T0GR0U6iias&r26Ao=`F?Ig5gEhXbiM>%2<)c^f$Qqj2d
z=2*!&68rHAxa-`V|KaJ~)OJ#LvoT%t986PlKBa*Y(
zJ~scsfhBOJfZL^siAkwOefm9nx@z>57{k6Z&?_=EK>#81hGP@X%NdaSDV{>7&)#E>I&>!!9=0Wq|4lUJPV0A8&*byYHWRRRwIeR0DY#CPgJBn^V!jy*E29|
z0~40-?8Jv=%ebN4pFhV?f5(C80pGea+06Srg9`
zy2AhUZo#BMxt~LG7A4iNk(Px8i2u#EnYtlHDv5wK#bu!31C8!*KNp;gQcm$Dm(=k3
zLTe6cCnb)Sv2}F31$J*^&+i#EyGRu4G9y0hx4|I{E0}KKE?#Qg$l>Jee@rcBCaX$h
zkJBxf-Zp61*3KD(1_2eo3d$)=FgFB`;^7cdznSwiv!h)vJ4szZexv)po-J&{>)-b6
z6msfAlH{rGaDVImNNeA6H5?4fs8T@V3Rdk2<~
ziNx~85$RX#ln<44yqxSM@?e0m*pdnL!ZX(~$nq}gKgQ1ehMMMGr}#LMn1fnxtgq?V
zA;?gfKh}q`@Mo*%_6?i>XZEnyud)8pXd~)=G&h@_;ckiH&Gr8nPKY$Dn+Zk5{e(Lk
z;Vy!-$kK3IVNBL)v%f+&r|
zU_(39EEOZEwIZC6Ic9YmnAzdi^&_p&Xoj}$blZ$w)zHVJUEW(a`W?vNV_e^z+{OMk5(W>SI`bM#NoujWry!WEF!Km7qnPqpNsT$c`J9knoDM7?2RXTb
z^gvZHmR7JJn^bcr0Bi)N?6(C0b#J+--LF2eU~ck0a$vTS?W^fACg>-UDh&Z=Yarfh
z6AVmp^+@ncG1B2ABE^S=6DKX*OsJ=UlW$V-8ZX!I{~K;75|I`2G&Sd!d#Vh{&hM_+
zWd!Ol*M11OQ=R@PQA!D_4qTm6TtBY$_bc
zST>9!hRu|nWAr&$X{4!BY7j*+F8&59mkrBNsM|E8pHv$3&Pp*HyObUOz*%_@%?EYP
z1r6ouGRUc!5I$Z!um;D@?p8OqJ@yZOWYOW??VAVO{Ad#%+m$%BgT!!hpR(p!B$Go`R#
z7foyQ!0R&;HR)Fr)pT=K6`<|LUjTfGnwtAkURh{=BNJ?4X|Ac4jC^q|Lps;6T#bejFmpVQm|E
zi<0eszSzI_@^(7>4bqD&^r|~%N4xI)&d_qV+uHK*50zmpHK2cXy#4BN>Rc=9s#0-)
zc*BHmKRd4>R+gH+plkQ;NliXkjr6O%dH`GB9pOkeK~>uCdtHdh0+H9;#P4%qBJ@92Q&44UeW^o&^&F8
zvRNLeeS(1)jMiPVGdn5AHk-!Qmtw$~D-=4`)|%{)TeEaC9w2~j|46T01sB-(+bP(1
zdk%)9s=ZjC6y@S?M)o)+_%jo=d#};47gPjWRyi6Z2Jg4%W_6l8$M^mQ8)aC^Ld&RO
z;H0{smFRMN)B2Wl|B4cbm*2~8;Yppie{T{gG3#2owQYZqL47n*k+R_!tZxpM4mxcl
zAW51~bS1>@Et-KrW%cW@$<50OVclG<0l-bh>4wDMMXS$w`9X_MJ3ypl%df{_26W%}
zhT}52>L}*V7yQg;b_DXC6^VE(&a%t6c}6eRibT+xH|B~X8LA%EDfK)^u~3nscX0ad
zTaMDn-VX(~LR(1n8Q%l~4hB8grAESsv)Ha1zVsGoykQByUESwk?@3tb^Lh2bc=Zpb
zeQdvZPRgTMCrIb=yXp0)Zr#l?xk0_V
zkDh|9#uezcK{q8EgsOivsRYx%ij}};zl0j|F-bj(y{$siaiPX>A$Zxews5@h@-m!W
zEwE?$BpdW&&Bc5fOMB#T^(sIO!H8$4YY_o$zvJqzCLe14L$>Ghn2=O@S|+F7l3f~U
zWAJnwpD1k|KgBXuO-0U0j~(W&ey#ufUnEGcxnjETaW#-0bgI_ZA}H#(aafBOHJF}Q
zxI&RL-d?3bn2;yTMxPqQ#pi68>=oYbev){8s<)iVy83Q|EItjIxEXA_s;Q31PCtHM
z`ZbRTIuVK$c#3by{qH}$b{^npGnbsqY5P_0nzr-!?1Wl~YwYkYnP_xNt11TKG2kt6
zVWP)%x1gl9e}=JOaaI@e5{kvzz^^oQ1tDXC3&hVH%7y~fW!zL&>&&AnwtE{-1>(bi
z$VFjH!J&O&hOvZ;wE74j2bK-=Lpiw%tVZO>*Kd36vKV=uQDL
zmVoo=Y$Kg-9+J8*b0lGVA}@vS%th0$`=w07!rt_s81X@S%$}nT9)6c=X1Y;Fy*$an
z4?XecB0iexF~UzM?2xSJG+jrFi?h-Q+BfNK?Qz9x*L0%FD&I5uS($3pJbfbi*rTG~lu9J{w<1utg^i
zT6#?rP}bPU>Y@5Rcaw=cKaKZ}k48iwy`LP56zR7Z50|3jAXir0G}u72PdOZoZVp~+
zX(EYk_MSx;eUDaI)&p{9dzcUZbDQkUVLl`*pDwn(ZaA*D-rR+W7>Ycn5~%f8=)OH|
zd9-_Ng~Yr)nK=9G8HUMPb&NpqQ*;K~MQDcAxYqWb-uYh5lF1o18POyO-pmNZFh6ZX
z+><(Xs6%;^JI#*fTM*C)bL+p*C&)nGYfraVu+2dN1}dAby1v%K{+2t%Y$JEnpU6Z`7phzV<#6S>~2`TuoxS~Fw-Xr)cHfH^?IZm5>Dwk-t9PG
z9{+0_9zre7v6LnPW$0na^~$d13oUG@gGZ8!t2W}EQpl#L+0qH!kp6f6m$|NlM+?o5
zHpP>gjIR_9RaGUKSRnOT9c$!4Do)VMl7W%^Fpxt_{P=2IPC=o)JsygYA8Ml}UjK%Z
zG7hPlF?ZGgpzJX`?Qs%u-@@)L^@lHN10A&vToqsD#U
z*7RTvF+{Pn-X$H-*MaSmF(GknqJ@n
ziHB&I)ok_RBrK9*=L*gGFT@4v*gjy|w2A$e0iU
zuVfP@%|E_JaTyLdJdJl(0n13#yDD{C%=*tLdkc~f(C~g1T@5oR)Vn25cGtWtN}`S8
zh$L#@mqoeptXwj7b7l-;!$M^rbvWpRR5y&V+bM^N>;_H32tQrje_aGTNR#)n&7aTX
z0~DxHV8mbaa?aKoWrx%jv-Y#3Bn0e_T{#Jbt2`E019B{cY`#wG4OmJY0TQ|--!R_?
zvT9mBb)$mFO?1L@cU)2zRK}uDNiI+E315AQa9neu|G@z_6g9(zdJ>
z5TMrxB;~c3{l1KEyu|4@B_MS0eP5Nf$3fDE#$Jl-bMS;42aO?*ndz4#>&Nrsk1UT3
z?Q2gLemvivxS&CAO*3ji|6E4P!k@Xb=-
zR=7u8q)R0~EZ66nu7#aSc7g@2vY^dgWvc7sH7!*%g!&$)6~e-3gJWc(8_Bs`>|}$d
zw-ah^s!N}8b#1+WGs_mig7QXn%xi|UX>^N}T~$HG*7TEqexYkd6oi!S0GZ>wc4m$Z
zAL!(B`OwJS6V?}o8foqMGm;w*Y;_TMGwp~5q*Fi_0^3%HNmw_vKL&s>!fA}s
z-vYM0#02SRz1#EB?NlLx^^~6wyEJ%&Olk#+jD+21E*MLK+xC)+UV6D1S`VYj{Jkp<
z2eZaVCT+c@>8Q`G+P)KgMjTx~u`fWVe7*J{TdvvO5V7?bX}T{cD>S^A>C#)0J;AW&
zs+<)&kL?svdbV%~{e7K?T~k50OgN-zZQH;pJEebsCWG6E0Iju3(QF;7mnmoP*?l9N
z|5Y?3?C3m8h>4o+=?no+#CIL_dl{m9SfP=e?%dQH-tFSR%`l7S!7s?&p2m$*G=^H~
zvHhj~@iSEsJjzD3SqzDsMxs2bx|U~37yh&Uf{F)!CC4kUeK7qxKf4hjM$0sk)}jY?
z*kUs+wB8+=A|w&__3NJI{5exeQ?3!%1SUqdnD&-CiOCXw?yi8i}a$hATg%wTalw=trD!{yrF#fU#Bw1K{ohQeO~
z6>Cc@9E+m=4a!1+R^RKY<>dnda6Vr1KI;M%YUu<*h)Nc$tiZ`gh{$qO`&*^uYxXpiJ{I?AT
zVXt)W_Dcy#aWf~$pm>BzNX7fKJr^r|*Pq$XJa(%r{<~gp*A@(=rMAnm=*lhAhr-_F
zRz0yJMIYC$<|3|B{5wi3dZy3G;xrN3z9=<#{D%Ic>}1K4d-Q*_0J+s+5B0No1*iE!
z><9D}8CbH&FoDR|(iv
zw!-rh6#_OfdJsM#9>1k}Uj^ke06>Ja2QzE<3nDXPN&TE9PkL?+K4)TK)HJpRkkJEN
z#*<}%yG#V)fA|2Ah#c#u>Ss$P&!aY$_Q$fnjh|?%9+Du*elN3R=;PUkO@5&V?e=5kbSPQg_v>x~azmv72GyIxj&Bb2;jzXQVCHA{$0Gpu
zD=ec4z8~SemF|zFwqG3HYgH~90_@`JxUK(-MaBEni$GP=do?8B+15-(=eAkF=j+*x7-zFnW(MX
z$qb|hH~*GUTdq-tvwSzVd*#|S=o>+Y_On?DT7r+I2yc&$QYOy5fTF0sKNOPmKfzN^
zG0PoI4U|hMp8M%TjPSFVgV>=_8KnJXZ=R&N4VxV@iv&eut_N=5O3eJtWREFY8hs}k
zSh^g~?G)oi0kx+p(Ce@-ade;t5AqPcuo<4}iyYui9f6GbIM1);J%(6_ywrSsqjX$j
zzphd2knCX|3TmJR_7`HRY%-ox8n$!Uxe!dfdYrO%SuG7#{lSVFC_=;
zHYfd=Kr^1Z&LZXYbhJC=e2C>PxA~UT<#Xve`L>8UvPCHO1R~|REgN(>3#>E
zQBe9Fus`dH$JrR$ay)0vsUY&U5{9c$2&F>@B(vu=ws_$w4lS21e6)UUgFGREIT|~h##U#Tg|4&M#
z1hc>H%%w1iF8JmiHMkHCAB+kys0^Tn~sIk3~3VYArLuFN20@Kh(Vs_Tk}cpzTxXj^P-YK
z#@WNd1;W0e$MA?8j232N8L-&rczm71WAoSxuHe^YoSb2MKv$z!(R%f%FW@f7g9{Z1
zAY0j^VJKx!Jt5)0EV#b@keqZG;Qz7F&CJm_^4l~p?o%jS4>VSiVaHm`_xtY~-K_`@
z(WmC_KWhkGYa1JUuIcR*#|MI)oPS7DSOD}lWW^5B)Jj2rrmfMImN1|rNnv3Xesvi%
zcoxrEr`yL}zk$W4?9c_Rh>mV*EnCM?`X6-)lAIc!hMR44vf>eTg4KjF4!(WmO=4q3
znMjT<4wzRGJwXl+{$lfbt0?B`=8Bf>{goJlbcwGmmlr%
zkS7!}+T!m)-x1n8T)2l;>SIaC>w24Bo6C6g)Zh(;$SHOv-wigD0Lfxsu=~oQB1_-#
zw#RNF_w1Dc>A5&r`2Zca;R+8ogK7+$VS7uU4TH+y&}Y4L
z#IR(szR07@GLIP!0veVa@r>mvfeJ~tSB(VWr6uM{F4I_kpc7~`RKWwbNtf-y(L^lnLV?;;-JRDL;&qqLw$gSm
zP7_CXNzIURgs8co`<6XOnCZ&Gqdy3_l7J6Xe*Wh`8?DENUbc${=**SH>>;qWMe?Mx
zGie<>u6MGEK;e>PDOU0@R7pRjq2a{=iBTyNY&);D59`
zv%G4-wfFTG5gHCMzLIRr9@R)T0`l;Yy-wVdST%)zM=tSje&|u!T0B9?eL(WW4A7XP
zMMhUr$ICn(UPQ;q%583J_tP^8TpUoBQ_|uGpYti9e#MTAuhFq%B=O0c0Z7@&e)cM|
zKm1yy9T$Dm3jUjjkRatz{_vhmFa{iC|KFD)Nh7ykOq
z6uNth&t0)FCpg=I4;YPxgXM1Jy8vi}K*b)-1)QTY&`e!VusL&Q?w+mA-nVqU7_hD1
zd=!&rn;xs~YoBgoi+oM1r{&0LS^xXpBKoWxooYLe(y+g(duODeRcJL+Q{yvc6^1r7p;0d
zO4c6mcBK9rKifL`l)xp?TVJ|m7U^1gRLU3~`lAoON>Ei*)w0F9FSz`q&cTs8Cq+!;
z>7d(E7aj}~SvAUf{@+4)hL181S8>48{`#ASx{g4pW5#+|oo+qXwC
zJS1y+y4}j3)tT^4y|{NY?3jwn>s#VKq|q#sJam}t!f}0Ui+^@ozhr_-a*tt|{8QrA
z_|C6QWvs7j;4xbF%O)w;@+rtt+`I4-*!XAidITV6{7>a*jHe5H8x)wrY?Pm#&a<#|zWwJiUH>Ct
z`{sz`iv}P_42Vwt4Q!oa5n}Z_dKeM@Kl>XKOgvniU!G>`Bua(oX_N}g7oX$0i<#bLsI2Wfo(0I~=Z7e-
zT|jrb>hnBXCFr3Pmge+?(eh#ltuuW7CAR**ih_(Vz|@ajo5wuoulB2JCp}I-3jh6;
z=v=UBpbS=bp*x!FZY)-5Iu|X#-v%Um{$5NDIa@HDDP``bBXljilr+NHB)MBRvWuHT
z&1CMoDu{rp1u>@^x1LYq*2IQSK?NuRmUdHnhsZOVV1T_t7^Nwm9W2i(x6%LwCqqg&
z&GY)%$f|+r>E&gdE}Vi2qXHZQ-{jGumBs2(M$JgOj8Xf$dJNO%GllJA8*J|G{U^Zc
z9F414twB@9uY9Ft7yUU>4hckbNj+kMXIbH4BEzID+Lm!@DwOA(AyZvQAu4g`@>EHnnYu3on>**jdtRTIU|1vd?O78dlVaMP;h<9&Ht4b{K(r}~Y&NYBymI6LI@
z%tb(w21!hsoFjXcVEU(Xd%`&yYUr{)Ier=WXFyGZL9dGBoM1p4M+3-f1*nZMzOsQ8
zO0Q@Rq7eeQ!y!3N{RYbCw5V9*6kWHlg}=a_ci9hGjb{Uh4!~0HOY{(JZ^rB#XV`yE
z(R(gcUC!%+VpF#llhih5KEq|d84aT+aNtshj!!fP_^xhM;l!n*8t(Fo9-7Q!A9lig
zYMZaRNB@pO2KkVn{N9=>qNBK2wY1y3Iksd4wzuORv{Co&`Oko+q9wisF-kgvFZ0RD
zHa=yp@H37U;jwrfdJa=en!u92Ut=uKyQf!I>77;0B4<`kYEyc4&s&Zct`j_vgSrDz
z!%#T2AT6hGv
z3d(hw_p)QOCq|grv>D9WG6$bd>kGu~KUap`ZID)l;&lQ?h{sis{0l
zk4}1oHBi_Km#wb62M!0J8=mn?Mh`r;aMDK{fj3X1qc5*rqmwR=QMO+^$$kUh4!`ki
zZ{00A$;HF#>zm#p{_d+LpUbj&%{Tdpy5I056vsn4Z6lc9eP^Lr6&Fcg*k>a-x(ax)
zk3^g#E&J{#>ySOAm9DGjZT@XoHIuelj*WB$Nnij_&g41OKA9<+U~?k&Io`z`KS6qQ
z(M;0n2TN&a=I?ECC6!cAHEm|m>rUY8QinAH+JRNNe6Ct`{AB5Rxkr8KbL(~gG2Bnv
z`@w~qXs^bzXt9G#r~Et$z-OICjpu&%@%Flz)y#0c9aFBNK>5y>Z^I%)7*Wx6P&>Wg
zH}L5NRTy~YA6$rFBn|(U2)8Gv@YqkY@P%yjn%zwfrYtTI+JTQHSa@oPU=!ud8=Sl`#ig#cN_9$5cvt7CJsoQ6sGI5in73fLdIt$e(G-F5v>
z{U7A9>?c5N)3(pAW92l-$y-&{3Vv0i|Yt{;_|`|H6>k27T*6Oo27qEZDZLVtb5B2NF?UuF@`kvLrBeBSEr4S
z2JiLXrcUU&v4z^sx)k5F#O?JYBLC;6l@W%RfGjgODw?9R0xj?3LclvbgUf{0ncetN
z$H~%pd`{-EU)b;(k~Ez$v#Kd12cI=tuGiH6P#_IHod2QPz3F3=#pEF#`%3NiL9;Ov
zUKJJjF$Fm0IS&5&F_%sh7vB1Mp_A$f0}vC&g0$KIee(=pvoWvvW7~Ry;3OVl~)W
z?f8?Hqbmn{v@JV`?hYt*b5(9Pzm{6v%zE4Trl8*4E4Gh(jITGfZ1a))nC06@;*&d*
zaJVlI-HaJNx9s5)e5V&89MERRAsZW!07OQ>@+6W&wU0DptdHLw^44xl)vejj_{-8g
z@x7SeGU*fJr-vQ&Y-ZMbb%eRtw5*KIZL~G(4e-I?@Eb2z+{T_rlEPU|S7zoHMQUD#
z*Oe?aAO5cJZxoLG(sI$bjZv0*cNT6#hxPQ+o2L(X<_0Ze+fm_2rv<=(!Lw`FX|vP|
zo|($CEZ!gW$R^z%?^HQV-5tv;odr-&G5nlM_p@5j<es9GX%kCul-e@Ma`p?ZlTnd5KuyMoX0ZnvhOpe45HK+Qe@U?UOweFe4b`;)ckXKahJ3M
z#lct_wvtrydZue6FwEge;GSAZOWCA4d4)PXqTMG1ynOGpvv1-^`69f3l^?=$nv3*3#=HC({cGVs0ZU)RI76&8K|7Up7y`4-R84>jz&(A
z=Y82;?iZ?RJze)Dv92kV6iu0>@ajbQwvw$$JFRpeX{^XVp7i!_BvE>5pl&1cU{y!=
zw;Xl#8T|^fli3zdMZ^b)IQ&K=#KeZrZql5j(u(!VbbFN0O`Qo21vy)K>f$F2MIr6T
zIqHJ3H7)rvWL>Oke%n@AgSXryDQs?E*!;u#ip(I8etXon;pAhKsD;X7-$E#0XSl59
z-ivTL@;n2T_bkE6rCMc2$KqJy2H>mXdd{pydow~_HPyFCT~+JfEmB18k)!wh#p0fN
z{@K>TR7&`{azA4-xBbP}A%vS+YN{^`xxQ{W8mvW9!a>Tk&EBa@Hhq)uhv;y=4^vH=
zQWjEiNGvLJ*O$MOzxPQ<*9jxI6LEC-x3iLyD24
zgozbdl!OHdov&Ser-T#w)Jcm)v(IyhC>nKzhkK^Ubx~oJqeWFCBg~hXZJr)Ci*XSVC4xk~Zs!y$
ztH5o8Z4MVWoGUbmZ`bKZjmuCs8NK>WILgnsJyxzK@GEd})z{B!EK-#QoFF7(znMNm
z84lQ0D6Fl-P`AMrnqldg{FJhIW2!>h2_d5_mHnpPFvh=%`jtVA8jCEL_hI(R7IIUP
zcnC?@{5~+5`;~mQ)`$YS^76P#+F;D2zi;`7s5yC6+79Zh-WG7tP93feKk%(6>Xy%B
zmm?UGqa)FtI?>p)moIr=T~YUS6-8Cc_`9n->q3D0#wc})C+1AgXUpn&JzrB*7c^0l
zJ=I-QTkPcIgk|&z>AP8QN2R5P=*0}ataHGE>m{{_m^L{Z%Z-D^^Nx64cUlHTI_GjL
zIZUAHTnr>uC#S7V
zUdjVlYIXJJDh<&{ZOabEMR91a`Nqcg-EX?+p#tx4_zL69r2SV~!zm-THM7#9Qd0VT
zWOZlMl5MdvT3j`Ue&~M+e!CHtThF8B>?`;F^#eIFZ$H1-CtixwrtmKGnYgssCSj5F
zxhj&Gcc;$>(x+mS7wBf8iky{HxNTQ3R(NHP>qEg!2
zniv#TNhL-nkA@TqJF$s5(A4r*Ad4V5Vf?zmUioi6>)+}ig&n`
z%dd{^Hhb$`y4U-6EFeL=uIJZ^<{UREHMBd;*J+KH*FM_&=3C~4%)&hf-FYUV+;bB@
zA=z&)-@|Tmrp_a1e$o*(;TM!=skDiTAPtD}dt{PhCygn2oO7~?(J`|_czou4Wvmuh
zS;s4@95Anw{LoR
zk=e*{No$kZo-9~aORL%5Wa}Ponm_#rjm_7+B%*TPCI|K+5@ibk-?&G!2?Lk!R{X!IeD?s+*0ukgoI5PJJph>-evb=
zou4_@=(I_HYo$IWJ8)8QzE>2M5*i(w;BsPzC~9(8%ewwLM1q6sEhs4&Z;A7mLX|$`
z58-zF`?~>|xxl8|iq}h9V@2xaFjHq`=Nq(+ybaw-&x!y&aV{eY(yQ3@DmvOPIEiZ4
zDeF>d`Z)UaGwj;~bLxzO6sKd9}+oX#=xt`&H}oIkU4Rg~vh~p@0kd
zfk;OVLrWaPq-^Am90yCOGx_yF27*amUPm`Q#9Gbl_txSGBQBgkqQJYKOf0obEE#L3
zs-mKk#T>_AGKA{1dYvsHhYBm`==RuL;7#m(-i2JFC&mYUwG0)Opz0k&3xE1Gg5Y>$
z&JIKLvS{;5azX+J(P`
z{y9cYRgqy~E&QI5F=8{ll!chMyK6?XU?`fdD4N&ME&m~?G<@U{KP0v{esVM_K?9{
zB8L2OBX29IyZeRNPy!dXMwuFu^RG&)xO*J~Gvj89)e=dpv(`DYlXCI?p5j!wcLW?x
zZnwe0nzV8Lb9Zd41K@i;y3*CrgpLhh;FW{#nCKU%|KkL6k)ACdNf5q^26R!74BdHm
zTIt=JHzPm1_Yb@HtoHPwgtTv7;BjfHmTE1|j*?xhROOeU3TDZvs?su3*Hnb3i<6OL
zr=q>*UlckjFo;#;qvm>kB}jf(mMwHeI`8vlD)(-SqXH3&P+TIQ#_7qAY6oZH__J$i
z4v)BI5p<**XrD#ZU69OKA1}dK(+8HSJ-qYcB8s0ZbV+q*^Bt;nOOy-Y^L>#NcLznI
zEFWqH5@91alHs4(!Ue~_E}_02U5-{9t2ZA{J`XH>0SA{Copzb@6ke3<%jjrWWp|?R
zZ%H)?c{sRs8~M3TCUTaC
zWRuD+^ojs1OtVHWKVP&DU(?_zKF8e-8#z7+d%k+|WEme!=Qw2uaCsV>Ug=P?WcL(E
zNq{|BtYw9;2pQ%}+{C=K2)e|=v^D&z&HvN_++QM2UZ#Di%}}o5=l#-9v&vq4}B^a6B2UJ;wdH^h|86k
zq((P9+&41Lps1p~K45tJN~m-Fyd+G#*E3m$_(!fl;%jh~TltPB3Par_w
zP8cc4)lAgGc|s~44*i1DU9YiDlBOaeqAsM!8!10ptP^fTE)1Sr(+Q^czRmb?4rZ$#k>JN8a*p66)W?(53Z+Z3{U47}k@%?<=4|0CBZK2FXyy9kY09^#9^VNg
z5i25~l~ZxVJbG4n8!JLLYVr&c7WLTN<({AL$`x|5Bl3^Ul)?$>Qz&CV+cwxj1#iZq
z(n-XhRmB%$bWm|&UOlfOOyG%lr&$C~N=F(?rXbV!tx}y`Y=rso?rw>L&_X3b1I#&p
zSC$B9kE{q-gX>YL{K%k}qeL^JHoWRUz>01V6El<Oy|B=tJ^@k2Bt&gL48$k$T>>{Du>HmK3*7?t%RuE~mF@AO)sUD)
zkS>poQhUcWHwR(v-)i~`-QMOq%wc11>RxQ;K5;iujF&RuVHZZu`6$~OyJS5(N
z2H@Yz`r;FLV*o>vONqeYg43KHrrR7KdmCS)UPURW^uk5SfD~I_vd{ix4o@yl6Qp0_M@wxmLS7(Z!c_HcPmFe17BwI?*eJ
zZyXS%vRmn?Cx#p>wonqjV74jauOlSHvNHWLsC;y(OU145cYQ!LNA!An_T%J-8q)>H
zf*%56p2+-aosm>hG{K62!kFdusKEBHGOem?Ci~cYNmP#i>2Uf(tNZy*c`Jf>vPM0t
zBe(OJYpbe~T>H{+gL!1z1H6TWheH)tD*z-$M{|2J_=y+$bFB6?5(#HrTD@*$KBXrn
zCbGK>^AF3QSl~?AL#AwJ$8keLB`T%GiOI{+@>cd
ztA8IQ-tX{y5CGlB!6Sh7MT-wEUUD=|pz%ExKK@*TVqHYUD=aK5a`L?CX+)NMsHC_!
z4!?I=thiEzei!H(dp25?5^-V4{(d(X^pUwbo4MNUqm>RsKY<@vS#~!U>GGsK&E9w2
zb8}L&Dz>)bo}SIM&gxkLRA7(4o-&uiMH6G={M_8n8EYoy<|lu<1|lLNOrROj1ltB?
zMrNj_a=pHJPR<9@=YPATKqJ7rJ}&!{a;llF&daGkX;q5wW2l*F4rYK0~c~~I$v8`i^S*fxxHex1xq;+
z?@fs}ZV=(;kLp*Rguy{ip8PmN3-200P_>_{b*^oYw9#r)@0o>2#C3C6>$JG-YVZ~`
z3RfFBFrg(+euxZf?Nmqt|JT`pnAwO(fHhcK+-PW_77s0-N9&pDT}I@1*$xq@^)LP=p>kMnw$hsl^6
z#K;H;ug|?!ijJqMz5@D`@F8DI$X2_b5Hz#x%6dEcLa){5T{}uNKGBaCkM3*s!KTbd
zyXQI)n_aWcnv^73g??yg$bMpbr0OPvw<+=2a~{{Dqt4K{<6|V@`1ttS9IJG0kBpF6
z7gNENRm>PEa(d5CRtgQStDQI5oZPIg+m_ogd=kq<$
z#QYl&-S570)n<9c#W`77Bh3xmXk9%$4mahZK+yI&I&lJm`|>F~)DPihBf){&PT&!8
zDhJ}`+FBYCHb-)yEQ7Ut&t8Co>V%<}BLk_j(A>x1=FAMJCYaSs`T
zX~!HKZUa9)A$WC1&_fUJUImG#a0SVyWR%bCA1kqvK3>_jPAq&THa@)3ZI@>e{ojvyiQ!smv?g
zHupQHwgXwMPki1KU+C%SN!(#OSeM7^;YrUXsw*pbTo}&42On-(dWMGBsHxrhV)IOf
z10-k-jg0N^D`z6ci>GuM9wr7Dt@7d
zF(UqZS&|sb7qjs;HLsC~HEK;4vfYX|p&6G4V-_nUKGqL&95$iiy1JREdB>~4(Xtsl
zyspb~i!5m$y-64jl7&gsTW<&8>^wZ0z<8FvMus86qgr1zg9bh(3q%mbp0L!M4iGc_
zTNIsTWXfKG*&x*P98xosQXB7(!E7M9y|V-239HrUeE;YLuy^6LU2f4!RsO^q>vnrr
z4-cfLUqM-NX-r>AX9dkfR+X3U)0CFgEw@kTzdYDz&1-b|VAOqxGRv*C*~s%Th&4XLcGV*&Oox-Z3`1k{clV3l;rR?PsskfYyPGA!9CVtT23Ut;boFU+
zwi-yJPfbs^($i}t`x0|`q}N6Kli=dQ8K0w+gM&j+LE!^?S?hb#(lE(;S^|3AR>w|p
z8`2zeVAu-s%4Q3V6Rme1{Yi|n!f_O`Tk{P$K|w(vsuYfpHahOdU)st-??H%o6BfYL
z$c6CyOtaq9TTe24GC1%S;Rzy#XDgds2Le+cbtWbuNK4|i<|TO*ZzOynR|w%_76RA$3z+r4KmKoJeE(}wnEzSsnWtlEX(=f9H9N-_{pr8_RG?^T
zzD3#AHsrq_5(qUg{nBjMr!d1Sl}N|N%A}$tth9=vWuod?*c^j8v3=${9T$9`1
zQSQfo$z5Qe4^dDeFfiiQp4ymx;Q>?BR2eS>KY6~{jpfj()uh08_uR)k(g-=6ss=<>yTeFTq*zrA2wzt>j$@+kU2q9Ok
zth97wSQvwbiC~fc<9Pgt$K^6qv)uDi3W#FL=-%8bMs2e8T3nI=>nPb
z3cU_dSg8&2%rMjEFJFA)6kE&`P4?zo1iW{jiO?2ogRJx#Chg+vtkLRO6b3Pm(WM!x
zGxPFlq5p*++B-REEOjJ`g5t#a%K@n|vgUkeg7y^($|=$Jf$MX8;PGvy$DTPm6Ztaf
z-kZbPuscTDC7hE;6_q+`ZBi13+7rNsfcVyr&FgV7*jt!#mQz%ObU9RDnvRqgB|h?4
zyR=8UUF^9vU089u9Eb~_Mn{a$jQkjBqU_FdCAVf
zp^5%8Bt*l#`lxT6t+{
zY3q*OUejM+ed-k#+K8Ks9Bd0@2-m80O+_UL
zBh1UspRBLIM{8(g`^&!eR91K>wdqDWeNcJ8;|qh+?nFA5)l0OQnHetb24P{X>gwum
zV-J-t!#;WEfB>eX~ow;huCN%Z`s%Dy`HQO_}e_9*-aQBt^Xc
z7rEs6UlFjrvz-YOdrdr1x;b5KhQWYKPC`hyuUQwnF?8;O_ts_ef{>)YcaSU_Oqg2v
z0~Iw@EgqLdpb~IO2%#G+&C4ShNt$m5^OR){RF`Lk-O{pE+1d8zQk6;O?Id!TipC6XdX?Cc*^OProo?>>_ubfj_|vTpvlJ40$83p^9U;
zz>9a59vFoX41)9)+oB(K8KF5~(!y7r8Xx~gxEFuL856?F%J$NSQx5X}vAm|T18J}W
zim0rtR8s5u_Ad8iM~=~Sa+PYCaG6Gf@t=3lZI*oW5v8{6Cg=Tw(VD7M3sM`K@{4^g
zyK{2%P*y(*lC0%9SM4A@f?cl9Y0Ie`K`kCG>-ec^bcxndY5+B`Zu;>bchsPvNBsaJ
zMh=sM{K!A0p}Ha_f3wDdts(R9;Q6Yks0et2Rujm1owxoh4%KY;#T5jh;F}v7o}Fzg
znhh1$*$FF^rs&0#y^M=?-Q<@>nmnY|wL!r&PMbW+^Ud-w!-+h<>m>2iS(=#a;u*
zK#YwI0|G3Q_>2z63X(FH9GC1cG^$O#`EI}Noi6At>LBnUzP==yDAP_2eoYMGZnH?Vt2|2RVtMYrI2%{st-qiC5$n4r@CybrJLGSr;dZLbTr?N#(|NLPAQxCl$
zalctg2#rdKEBjtrO-)Ucha#tTl4=psG-m$8Oi+%2!OZ+W1%U+N&KSvC9eSJAPI@&+>;RqvRJ;^%gc{lhii@dkt
zMFmLqR0W^v8FxyYwo*Bh2*0}e`|ikeChNU`XyOw$?w6QbvN}uh?~$Xv!UG?z-(A`V
zxPc;tZ0ZNMl*-tXwkDVH(%s$`o<^r#V>YLn`3_V0%HdL5(wLLmI@f<#5+`%7nd9%LOBJi0QN;Wb!hL;x&KI>!
zmwV$QBNW;8>;3!l4W*xxKdgFDS}nCYoNdLlwi+PgvK+z1rJYEOFbj-GoL;ru+$Y>W
zce(d;UE;fI*l#W;!CJZ1(&Mxi6r0{VWsRP(L1R}W}}U3i=4^_3Yweliel
zlBg9$N8}OWU*NM_YBBkY$d&&}#KwM2%s1Pxx>ReWNy}BpFMfRX04n0cR(Uud%!uig
zP}1ONLqkK`w#oF5c9K+>8%4I&4Nbuk(p5nyTK-?zB`zKOO@=dgHx~yxKrRz~(6ZF*
zCM1lDi#tmEGKJNQfm>;LB&Wwpqpn;%$2oO!-@w4YfsNJfFQyQ}szlsveY9q+CCCG<
z7a-b;-w%7bYfTsXOKK;knOnEFw@2^h1Zz30_jEeyRX|~_c$Y6V^*1UynwYzLYPi;V
z2(M;AE456s?$d>35`*@^e1j&vBC>_W4Y;u3luCTd=$}7Km&QcKHKm?jl#=-CVYSbL
z$15sPKo7cn9!X}=1MT7{GTYc%=CN74{hVAh)H=s-OT*vRnv>;sJX^C1+?Nf!zc^W+%HVq7q60&NPz}j7n%dS)B)Z
z$yi#Gh|5v!;+30fKb>jOKuJjnGvBKDRAqHtG3AXebGys=?vzXCi^GoKs8_^%<{-j)
z-CSgF+tmIu0NDrCa_fN1AD^%*J^2bZl{l!WVQYPg!j1r`0XUBF!vj#Ru;?u=k`nWI
z8rs+-eLK>d9GtP3DoZM5viprmNNANM=ej+*ZZ>9&9wSHPXtNkW%T}hRmD64K{(h_g
zs-Uc>JSErWv|C$uS*Z1^+H5Q=gdsq8nJ*|<_g(g6Dep-Tuhq_HZEfvDqszS+jz_HS
zwB64?j#AbO_BSuR#Y$Av9c1|Bhr(sO0~S{qyf^mtm4pO)tE(6rgBf*ptHxziG#?sO
zp{=Sp<;lqtlOvOhtyW?W_x>k@$-Ij$*{!Wa1ChW8cmhxa06tHf0p64S+}xvHDzKqfMn!kT`E0o2L_Yow_Sc$r+a^rIhw$D
zdjIjK-I(z%my>{-t=_y3>SAywK;DnX=HA(GYC`nz
z79Y#YY@=lRs-^N{*2Aaw-_}n*Z4Rf0m>y=_30Ipybx3x`EBq}1nmhSsWNU=fJ;X386^_Ffg#@+7(UN0@#)iU{V2-rRJF~+zTPeP#KqoBjl(88
ziTmx=@$OW)(Hul~NnKU-vMW5v&JJpCZ(pVrMV38jbpkW1^m%A=-g^b>@nJyQpL2Of
zNf{jC=;Y+()nh$}-RyBW41y_|{MI&$)?Jg!0oq7qyKj0^Eg?_+)L2!U_?1!bOf0z+
z0CUI96j2H0@trTKL3Uj{qRObeHrO|+T
z;yEsh`Q<@+FzO+w&$->tuA*y^`EA0Ma@$OxYl+`iCS4-#ud7>+cDeCzl(g&rwB?C~
z`{soMY>eINwsN@H5k)3R6h-VN!g4I%Nxav2TYkPjiJn)Z5CYlY%1X7!8Q~-KINO?R
z@u<5zTw>H|{-JE~`T^z;D&80Z-I=g3pDL>Xg}zvEBESTazkj!Vkgx}fq2_9>svNiV
z4>XO+0y*=>EFIY9s;!15fZJR^r;vsj-LI
zk*dBWv3GDF&khI(02r$T?exs-8#Inh<|L866}2h95MVV9#A6B%<*jm5mfIs=Lr55e
zJ3F;xWn^kAD+gUrP-k3Yf@3ZV6c8bh?IBt{M;w|Gu*R`H5$t%|Kv9-9~13``^tt%ei-
zV3+bP;d|4jqtp6x!Vbo?b&B5ANf*zPHEJ|0Z?7IL3uivpqi=IjQH|~o-X(zzH4W;7
z0Q?5YiyOnKqHkIPV^yGL572PK;{+r#B>s#rA%UyKqxG%amsvF&od
zF2qx{e^7PB0&qOb`Wnkew*8Edo(aMdH0v&=
zTdjHmL&6VNS3?V(QdM9otD?1QcuOBFHueBuj6VgU{cMi4cF&9tGy$7lqxpxOL0y#z
zbfLk4gUWOacxlt+R;}$yojeC1LYP?|*x!Q5JK?3dlCwmY)|B!a&Q;r&WB(Be3_e*n
z_v`wfQdWFGk+>AEJJqIU(G4sI(hc7S=rR&Rl@G8?fp?}$tyX0U$WjgmC?eLk%xK%Y
zyQ+n9S>Gt3Xq%YXlN|Fu(xu)q{s$Vn#-SA)@*AqVym3cH0%|P=BJ0kP-+}j_HXECm
zNKlcHlzjO@?c(a#=iv&<>$Wou5P*8su!hmbbAr%9vFHQf#$Ufqg6gtks3xW%S^ZOF
zQ1F9p&WT-dVL(t2+Q{i9BVZ_|XD07PoL4sQV$TVURLA1As}zUv()gkCzi;~!#1D|c
zvlnFy4XgJ?dF*euu2Vp9so--*GDd`$kv^m*+Q)b`}vS()S%dSBJZC_uStZ9
z>$KV}O@g<>R?h@|hJu2U!SBNiI3Og99uAAiwWf1UaHsoo&hzzlRWgLMLPGwY#a1(w
zY&0|}9{xXtdM@Ud4Yaiva&yPJ^g|3T7xHBfEW#S7@9*
zga)gtVA)}L8yG@#Ja^G|Z-DhPD&`Mv|53Fa9vv)4+!BNch~1V
z(f3lavWKI2V~bE`qgCV5f8O~t$QnyZEOnQV
zVq)YSHt*@RtEyfM_+V!=d5mGvCM`5NnSgxRswfJD=Bu+(<|wpN-P3M0chMuyC?)7*W3qD
zNX#c@a{_X&+9}nR(11fX0TR`_qO&u%u(uGTt&^piLzxfJ*&R=aeqTo&QMM}#!5zi@
zBU*oSGP5#Gj*VGtELNMvbprrUng!*QQlXmOL7E#44J0uU8{8_V{n~U4saT!W
z>kXA>NC1{0U@A1|xd64+N9VoHU;e@DR*QeYS2LRYVVEn`RJBOu`t|F5jB0iiA-~pW
zs`b17)B@xL9VgJn+})o5ZsHi1rN1jLOPnlrvbv&T5xtr1L~{I>(2b>)73ORXoDV_7
zG=OcWLhJKVLJPsPbaQFIVKx8T2sWCRf*WLKHhy%z%klpGTmzkMqmn}_+fH7<7QChT%T4{JybNQwl>K7kjIvi&$kFPQPD58Iy+orUBfb9kwCm2_gR*u+UNzVwn#=Ci5R@kV&ruhAmj9HSJ5K-1
zs;GGF*(3eY?sl!dVihEpTkC9RO=5OZY?*vs8>)d%;P_uZV!Q$p0eLA;mQB7;NQ0X|
zM;z#ZZp0|)n#
z{QW&Cb8bEak_{n2M*<#sOKor8nVg)wy^Z^d+5MWUYts76+{Ng);N?z4W0<&lz|vyY
zcf)mY1r~?J0!jP$ftlC5SzES0w*CnMzP)*nr^4LYGNV||bI9g^{#qph-FtEcPnBr1Ws*1|Wj+k({ko?$;jN>LviF%*v
zwCCNqet#3jFk9Lj#7E=>&;TgrtKe&-j-`wxBKAZ8LPOJaL}KYI8rJwSzXz^sOb*S+
zgp8K!B^Ak|mf+=2y6`EhEV4J$p<9`Zmx|7Q^OHQ9!=r5Fzckok
z_yd)j&|pR#0w$}S2odC@w2yW)q^otZzwVKxQ$DVrZOefsHS6!(P#mp23{B&>ewZ1*
zls*>AE_8n4&G`uKchQp>-fSyo0SyJOJJ{j>XLvI@E@m|~C1t@C>8DmyxOP=FM+CSZ
zY76ytrw8dxUJpA4dU`U#;QWbVRoyCgE5|cs6B9}iF#rwn_9kQuP0w82q4h#DczVP3kXtPNDz0stBnsc0&b%)qlSP
z@0sQD0bZ88r)yJb6#K$KKFR9skAM!qbNT9@Z=B*GuK4X;($q(A0GK0s0kaa{xZr
zphB-m@_~(Qh5cl7a^zq%4}+s*Yd^K_Eu&8VjdHHHmx-bx27ru6XjEk$78gA1?CeBE
zCtjLYo4!Q_F2h=$%8tfXrx5OiK}--cJ1G($rg)u&nSd_A0t)NypC2Jd3NM
z6uWMrz^_q?-YC_aMp!AQnd;1XW1?W@VnVrAOT4C#?WTVQpXTAD9^5`S6B;r43l$4gH=jClN?b+Gg#X4g?Fe5-4`pzfSC`NV5
ze)L1X>*ahh}gsw%X%m&bX}Rq%K4RJqQh-s1ww
z`tn;jSCHhWl?Q3wood^y*x8YlGvbYnZmJbnui$e>KTxi7pqY_V%21y^%Buzz!fQEQ-Gsl3o{Pt1TBv(SCTy}OlbE?G+
z7@cKQu8&F;o)o>0B$21GI@Enxbm%5|3-98?=A84hM*I>bO7
z9xAS`&PlyJP_lBk*g|`2hEj}MNoR4UY;3GYoHmeu($MRT?}mL@;u(12wyV|V-SKNA
zOR)eIR4vM&V>O@rV4{Q2q_-r+q)@N$8E^hHIW$qj_4M%exdYTB_l8-%Sr=n8b>vy#
zREDv{*x4K-a$3yApYw>a^KoOBk%N^Id6hfOd&R13@ryN%46hrTo=Nd!@=6W``@*t4
zIc-ihp_6ciw?95E|FizeiV7gX8XhKW!ecG5F*Uuqzq>g)eG9==F4mli35l@4(T#4<
zY4zk}W2*s$+S_}(`qb3j#GzkvwfjFSD!eZb7LxxkA&McAl9Iy2%o6Bt-d*^CpJes@
z<~$@Mq=);ap5MQ3htrz?V81_7<*~?RG+@pf;$^$qJ+!yC*Gn7Y>it@TCEqBy)q>Bp
z3~YVt$Az|EpLW6X-bChYGPBt+XPmRQxqg=WwR5+B-QTX3)>l!7D<#Yhx}$5_nW^d!
zQJ%rDa7LzqawQeld+&{`?`MOSeNh8uue@OTN2)@R$K2?YdspLw3T%5i8%@F$XWziU
zwy=AhAi?HmMbD4t(h{<$wSh)o3A(B5*_4y9}wmk+~yj*UfH8r3`WomSbEgpwsl(O88mYIii0-!ph&rvpp9<;1%GO{|@Xk7U|
zG33N4wmctIRMyWwlul{okWlXoaNPw5#c9t<%45j$`mG7X3Jl=4d#l8B?+xr(FD
z|1@7wS?tw9lQ}J4Z^HY?Y0T&rq$S$+mqGD|^P?(b=5sHW-`WmJ;U8d$-r{JxX5KJ&P6yq;zbv+=HdW{*
zuUz*>a{?$7iK#$>^73E$?>lPl;MyO%+J~UcHdsu>>z!1^{h>6W#{7L0!ZQCqL4cgb
zd0BZ(Vjod`V(YynBr5+$LDe-*^er(A;nwUi1sCAE-GnLvk*zL|mQv9V5^}WFeVy((
z0C5UfyWU_w<~aW}rUKOM{ppj0Kc>YEr)00Kp1v|#|6=Ye*IYsn3Rkt7sPQim`w~)F
zg`D;r|HrhUiP78aNvM8^#84;7>#(GhF^x1%qC)5N3VZsUfbKJoqV;Y0ZQb+jr=
zLA;E0|G(t9;+cVE;cB_tFb-yMlb$w=yjKK;FP?~^Wx=T0W)k@)Sp
z2_OC&DZ~2&`BAya_ED5Ptc~d>z6t^o61gR0{b=DpHZY;293P*6^PHbVh*?jaotu`M
zmsjW=W?@Kt*a}w62dqJw-R)*?%;PI{b+@L2d
zIy5ZmMc9kShQsgdn1clu@cKAU;!;vF;^OIs(P+7-t`uL02*$|elA(W~i=*$8SG?H|
zXHc%(zJ(oc_hS`%$y^`N91CfPnn&Sq@L*!Z$Q71BvNdZx)#(>xac2^&8fmyl{#(jf
zSO_sRGQ#L!qAR9Drw$j+&EERH4DCQ?ew72cp0jCvxlxL)+iCbh4eYjD~y(>GhkMVQW^smK`*%
zjCEw2NUpB4e0~qb3q#6*bU;*Zzr}Z&#&g(Zmi%WXZx$O9lbn$elb%kGX7C)HiUK|h
zbh3oBbPZ0%-_4VQMIe5=%x`YVOh}O%l0APIT4{(h@M$lAK>gtn=nA>*SPtLf@B&>cyi
zr|R@l7(+8a>2?70nk_eHB-vO4s&}5#nS9mF@jJEQwK98KSi((ORe?OvlO7^A<3p&b3Y!lZE>mvyKamC=Dc=M0r3W_x*-S
z6B7?_0}!z#wF%{ioj~$>h>g{nbmDw-d0z`U_GnWuQ5U^by{Uh4nBwEd&Y796C7)0F
z`U;=eK%Bq5d;5{Q=_z9H^z00scH^4Z+}{rdSXk@LB8aF2X*_N_18*7k_pDexi~_nD
z(5e4PCl(uMb<~TZ7?2y~X?fJ!iT$5(k-QJLFl1?qWR)TXkw%l|!(6}{(NI%^3cE@+
z^PV=b94Im~l9S#3UiAecV`F{b`QMm(53r`wZCxC76vP5HKok%iK|zWjAT|YK6mdk`<(N?&$;J+d7SYPl92q$
zx8C)Z^`(LVeRlT63D0t=Fm~BU-r#{E|K<
zF3!&7QGIK?7K0kKdzW#7&$P7z4En(59>dqOU;NM$msm2SRT~ILVU)rHt^zKuv;w1+
zEF$T~T|vQ2wW6f^E@7{)H-NnNd?6tr;kR3=-CxQY(n3sW@4Os#(*a_w_~gm7y{BT?
z+St=7xxVjddCfkf6_k~GdXS3+=06}F5hZLy#plj^=H|_tM~`Ms%$uoTlU#P}4C+7C
zp}gKJ9po;A^YGAHM<9$j*
z9OGtC8qZY->2J0DTr@L(pK{R6N=ivh*i}~v2a8Y5N9+qyWU4y>vx=-8)#WYd
zRtgOT)y$%^HZf3{h<6++9C-|2mYJAyb>!>S^@D`acjTC=>*MvsJ_v>s+s^m$FfmnI
z&QD5(RkV0{@mRL)#yYGm2=b-j25a|Yk2a~_!BW0jZlC%I?2MkCo`BtKd#QT%fipDs
z_yleBa#N)3Y^z24iB&LcIuf4_#w@(Hmlb>GM4YzjX
z6MA#+>C=v=w_3)U`Sw3RoESiv27mf|{(OF_EY5YJMz-Eb$Nw%fE=MCs<8wz-p43t9oMSaIIKrnV7P2nDtD{EwwvX
zlP;F}`g#o>cx+Er75Gcj0%hRBW4iG|b96OvcvuUA5!mkT%QNCQ!=^EdaNWHN@{aSu
zWaOOHty@jrv!eFDorxAi#=Kw0<5?9_Ad`+w=Ny}=YT7^Nx_9_YG=d=pEedx9NPaZ|
z`#Uvm%XRWKz{Gzqz0we3l^!ruiVS$qu2mAX`Et2&Y;5d7LTc(wr_ybz3z=b)HV2tD
z67j`PPZ!2K$yF>GNHF5Qmt|)Go*fg>Qbi!1}vO^z-Sk)~+rYNlAKv
z%3^VuiDcPvs}QJyLT-C{owc{mG5LqFr(JIt7%;up`Ng0i6iP3wAi?k7Ii8x1$)*;w
zKRVZ+*|3P6Id&}T{f7@A&m0i{bON#u)YQP6T44dEA28vtvig|z=)JGqUicPHI29!u
zOOB`Gd$kmSKfc}cI^Wghse-~fu>S84)Cb6%yS4>vv?G62CJ41i-Pqq=6LH?UYu5Xo
zH*;WSr$n`TdunfQp!yFgv@&a7iEFWrqc`
zV`JkBFGaSN3hNdt%AdUAI7OX%kR%*Me$U%I3%96geoJkG@>M3;a7bzR
zz^%49-?us4#1UW#ez&f4qY?NP0#4xSCvPaRG)vrPZ~lrdzT{-bKImv|rQtQ3eSL^1
zDq4`Og(@(QJl!-HX?3n53=kB-H`Rr(E(b)X&F6y)>1nP`<&$5a42g5KIFo)`UjnqT
zX8@zy?jM+ML5uhsi_FRXKaCdubsqEo#dq?3zqfd;Fr~S8f4}Es1$+7xpDWyCwOm)z
z3v<$5i?>z2rwzVi_ZT;9-hM}>BQUnx&^UM`Izh%fq5z3YF#r1MzD%Vs`J;OepWZjH
zK9#bV{`UP1?h!<_uZ=<_nY2(z3~cmq*E-rXYmI;A)tQmYS^RMIC5Y=T9)2lhzI0SS
z49?cidxL{Qewv3pC`G%6+e{W|4^HvP-<1{*{+1J~2X>t#;oYZ$e&^Atn+FFmkXG*C
zC|}`8I0#AHGkJ7i)qmX?_$w2e%J?f(@qh5dXEenmBs4ZP9P~Fbg>BMudLJbHe5FJh
z5JNRfWxV+H^^bB7(kmW;C}ciu@v)Q9`T0{wGq;6IJ_hGW509;I?qs)xGaHL_jrH}e
zKP6uevm;T&+Y2+-ySCdztlbCW^VQ5%hvEi1)UTDCjq!2nsW}G0+m%&?>s%{9Ya5TGBhyco69A?r&Bn2G_**#7R8wz7br+j=}he_tOtBUGx*f*`&%qpsE_cj6I#0|^EHYRqSej{$k-u@itW0EWI$1?cZ5}hU^yOHxL+K7-
zNc?+6))y<;p~N-IW=+dh*QtI3dC#J7@9nh}oXFba=Ze;zJ&*R^2(N#bVwIPhUhKyw
zriRZ=oSj1XL`)|R2(qAOc(C0Ns&XBZm!xcQvc+Z-?>rMAM_
zJ4=^D--low*bIgTfBxk36VIDzD3$QPd_nZL)FVbslDyp9=R^T)FAf%^&%Vf!W|ESQ
z;{RskffHd8A~`bHP{X#p?Ik2E6nab5OjkE31Z7#{uX+E?8y~7<0YU!6WXrUSjI*ME
zu&tURQ1RmY9BNVX6WkkX90i|3L+2!B7Z-Q8;@#}P^;5yHcaM5SHd+8bmu#w`A)d&t
zMl*`TUe`C(8g|v3`TBL7qu_apLfS(g`3p%&UZ*b%TK-5^c2iPT=CgE_l#?6p%bVfi
zDwylvxtsFCc-Z{6NB4B6h93`mA3G70y=jAu$l=U$E~P97GW@HR`2DWoLx^?1n3xTJ
z|9oY)Xi5gG`GCI&#@0r|;rh}P)Ezg%9Bt&8YoXcpw%r+%nd<1x<$_f-s|RIvX&IN0
zkThA2rS=nBnWh$P`{ghW;<#i@$WSr1)3%|pF)Q2BeomRAY(1U2C5oSWl-Uz^_uz0P
zI1iqsq2V;O%Z01K#6-Zss#Df=bz)NWv5Dr1UhYOw5vDmZc6?zWm{Zub
zL?GqMm#653(Kqh#LqpW;8ef!1*;Ial9es^RHQ3$`54%J~C2*T%wPqh5pO8@LMBh1j
z2giH(_fa`zpZeRiUsi}2)aRL!yzfida+F4QQV%qru5M$N`5<@WyzW@sDbU(&eEeh5
zp5Ex3|FXbm@!*MXVBK^0DAv|e43_-PTeT&hin_bIr>Cdu@;*vQTI@x*tk1Ufzb{(j%Ps3mwYc`_cF|FFcK8NDlYZMD6~C|sqVRCVozf@_wp8%pLqPp@(yAhxfuNUu2|;jjFh|Z
zc2FEM>BjQOLR>~0!W8|nXRaKg-w-j1crsfM_Fz|Us(=}#)eb>L_A_w@p&BRYu>60%lEycKONSr>sacl{)5MWufu&@w)52uSU<+qWW
z()J|BRC3$}S=j}s&RpE<)n8*4e+Xc6c3^05s99OFHF*i5Y*bYA-R8340@rWyw+%Hd
ztu<+bUFcyCv{G?hCLxj>A(E+bH?y^I-4s*f<5p$!Z}+A=*QjwS-r=cpz=7BffRBr?
zvAn#zx=Jo3l@3J*=e8f7lJdyqy36H!w21iY-=r@IGUFOUyPJcij`G
zz9j47mBfm2m?@B1i&3qzgV?(ic92S}O5)czJ;h
zdOL(w`3|j&g~f0v+eOSqYildmTeM0YQR(TXo6Ewb`>vj2ua6@hRgq9|EW^12`Q%BA
zkfMTu^F+1ZTQN_%=w
z3d3pRU&o)tN5REUL0{XWd^NZZpsbmtCBwN(E}7}+8To@DV>|vGrKz@vGc4&_BoC<
z{?T33=~Grk+1V}Etm)f?dy@m)X`>7ouH8G#u5IpOQDHOkEDlhIk*V%Tv5VpcM+-W}
z*=>xSHBS&xe!+eg?$>qkdeSQfOPXPOfq3V~wyyatgI6|F=$rgL5Gsn2(c-BeU1@g;
z5>rusM>#hcUa!-oH?wBmyxaBkISb$B#S53m&j>eP@9cee$ldce#p^#%9%ajc8S8%r
z^!n<-)w)y!Xl=c{g5abqbcqMkKHNw9?7w@tab-~|DOZQ|L@53
zhOZ`IVaxRxPuTd}v3vGiN4NY4rD$!xpqiiNk#|qj`d0-D
zu=wssF|CGCNh$T1KuU!5w2eOX;cLZ%T^ltSv0(}`5<88jtOD9iPzJVMRP3x(8g-eD&I$Wl!VEro5Ci|puIGUL-0slCe5m_yl%Mq)rC
za#ua```hCbU--JGCPH&_S4*9^A|oOe=@yfpgrDUx{+gv3-?lj7_T|f$Z<(m3A8m~6
z?7X*bDIjsrt9?D@eRz^(V_^!!6U}w|hgEe)b|^O1*B^+B|K1{rAyN|E8iqd1?UO~s
z#K=U7Ae5XN>-$-Fc@0-59}_PMIrew@bag@RnO(BFieFw(N1G#%8&RThKk@i*K15Y}
zyHzVY;+V?)sThpZ%t%!6@E2k|sv(Kon)}?^%*2SxbZ~9jGWb%M=(gzlRwl=+R>Cn%2
zt#w++MqCaGRAE>^V<4L0wuN!8^c3N
zdv>0br+5v?!QBbkHS8BQU)_i5GR=tPhvt6lt`~%XC`N4VP&-~c6M<|l9he$
z>q|yKVTzko`8L|NGSL+v!mCa8OkUlo<_La<&E@FTdJtcR;JW4?DqtG{CJjhtX%(_#=OZh{$m&Kl*QuT
zmRH`n{UUWa5gkm>8|eFSmyq!I8M)`xTSEC@*9@>|Ym~`Br8=K2t*1n6mAAGEv419IZxf0t=ryDP#
zarL#mj)gxTy--Psjny{OSoC7pYkFU`9xEQ-W@(C28^W?~^4RN*pF|0K`#KI{a#vYY
zc9Kl=YHd^>h1}V9AH7Oj!jsNnmad<{suV3f&Qx0aF)nRtt?m+=cdACQdESz*tm*w3
zwk9_JYnIhMz!68D5nK5z3SJ$fSYnX7d+Gh+%uI7@>%7RwNC0C+4rDApkmNuL98y{w
zWs;Sp$W%&Ka7pRC@4x*C2Je(1nb;%t+zYAN-T-|VFO<}ZFxln
zpXDAT6j*8fnE3cC8$wTNI=y%?3%S&6tv%c&IFCIgvgQU8W|y1CsUzy1(ERlWtPs7^L&!GiQpHHi7C5z
zhx~t{|
zBX)mUKCbf)3OaNA_$#Nf!JXvI{lSioiLtrc90plgE$eeD;IXvdj7EG8kG#&*oKdDC
z{HSWQ*!xc$T()EP88e|=0kawOwC$eg>&GW18a#Mj3D3jW21AGha4hs^moL*9wmi`S
z52>_SV`F%S6Gg6(tf7)p!JeQEZlf#jkCHS)h9R{85GMd7sl6Ubk|Rh+n?myLwCq|L
z!#Vm!_$rekjpc=fwc02NFm@iLrw_|65JBr=a4D@&dh$@;a6@G*J7F{GvSrwpVIkpu
z&rE+icJdc397d`)$SdK)d~KBjx@pn2B7U
z`n9@=DF;pQZ@>eRj!#b;FP^>PL7BVZucY5|fZ24eI|Zx3DIh0eXS
zR8yg|^7H2x;nH^6?iqv*(pM`vKYmP*CX4Glt(~{4W48!89(Qpp*;a+CZc8Y
zky&6Iu~o%e;iBqB9WC88>MR)|u4$v&Tgc=9^}7`a{C44{h-2C)!Ec$mJy@Vvuna$n
zmc^GbV_hxxXY$Hs(4QOKSAxle79VX__{Yb`!y0_=_5RzV0ci^L<>eKdf^U6%e4tW~
zDv+Ke-=0I5&|R&neXKY6yPufHZs!h#$n?k_0SlbZk!R6yfEKr@a6m57d#L^7{7;z9
zwEZ>Jk>I+MC&}QLn9|2fFx-9l6dfH}@DGSD*UzshN53X7Z-a-A50Dm@2%|;0hmK3j
zAB^vUR%l2FZYa2~v-3Gl2Vq&I1g)IW#t319KG%O!mZwtK_W=zD=YZ67k31a
zi!3ZGRH9IrnOY>F_r@^fpobmh$>Q2x95k}ELGhyRuh@=esMcY$zd_-I22#-`Uj=sc
zsT7xxkab!@17=s+n?`+du&$`6pr0)H8OV|{D36@mjkNB$l&@W6*QcOsVW_v~yj$Gj
zd{(tfV~nTWO^2cs-pr>@{Ka-I#wLb@t+zGK&MuC)u9lhq5bf^n?yd`;Vp)?VB*v07mIG)b{dv^pLbOBUTpZW2y70vR1PZp>D*S?sCP6HS29}W%`#Yz?xYU
z3uJ2vTN4^Nv^E;}ZVy}#ecz*{{kW2$fSh&n$?B6kDh_U?
z$va)Xp5apqo|H<4yyrr=$3N3NEr&3rNIv(v!5Z27E-n>PSjUw_?Na;c#_&UkoA(aGt=f!VUWRPB
zt(_e`zZFzwXVGkmwqwVRHAX~dD3OLoL`+XQPtA|#z8pJ@5_q9IKfxX^J~cTxETX2=
zEyAbVq9VdJ2;;u0;aQiI~0cl~=jdm$#?5mU{Q8MBgtTYa6=a(dtV~-L*>1
zXya6*IG?F>iJHMwS6A1-0AG78&!1j6Z3G4~W)detUoQHAIS-k;b}<+vd&
zea<~}UdvH1m7^e<&Np5*;(X%M8|CF+_E5AK%zIru(`hB3GfNZ{$|
zP?2FPbnM}wfB?YKo}Le#MF;Q2QeHUf)`NYL*hy8SOIqEhRQcSz&90sv
zr*wsh-5UHWpYw%?2vepSt=Z$-!GV$Fj2;`2JG53EF{7K({-rOkjRgi$)O$%^zI@r{
z(lrVH66d+xvZ2924Xn#tdm_a0<_n^uqS#TITr>$N)DrM_o!G^>xi)i+GUvXwwr6N_
z0|Oo!{6w6-g-PlKwV@5m0ydfBdp|t8J1*cKrc*8R28GY|8*qh}wR~@H67v*|>)PNc
zTgIU=Zqzmny}uBA(SYoIfX90^68jS*U-;zqzHwVbX`7k(YOtg8^77E=Vs*YurGZ#x
zv--cmc;w|c+`ioc0J5j)M_5^&C@Co|HEf&ocis$W3?GW+JM0o1yLV5YI>YuuTWP0%
zO!7z~UC5W56QQx&_a^vm#7ck`Wralcn1knOI49sA0QvTY1Q8>kN%P`vvNL_W!u^I?g%ba$v3h$mqPj~gbn_w}*qc4pZR=y9Nrm6|z
zTeFdu4{mxNXU}fLfH+#}=KSu<+0nR)57D|t!1S|(v^SVaGn~;T8=GF%UjJ?eDZac=*uOr)G}?
z`4azicaW48k6S;LYwZ^1LUbd9!M`Sr_HSirUG{ay4HgxHu$Px-4GDBzU8EK(0~J*P
zj7ZajPTOv$L*2x>gj-44SXTI&ZHc_BP|eokqrZz#WSy
zi`?r^@{0~e8cLZOxl>;K&NIHb*6xOIi}&$ME))CD8w?rsQf6y7K7g`I9PuXLt6Cm%
zT6Ysa_NAuOc~I5NtPvWB;lfweIy(1^ja6O5Dmr8l4o>KQ$sW6UoLcB`@4OE|RRNG$
z}otf{7^LE;p0*YZ>`fOL|0$!l{TfYTvZS@LnJbv_kpvbzX7`JHp{
zz5-SCmpuen8MXj-m8~Ig#~G8JL~>aS-es(W{-42h3!N}oSzG)55Q5Hm)30Fj^olQ0
z>Pi2qD#LL`=crTI!k3C0QXSRJwmJBc29ixq{b?I+>%0KikH>$*{|xUnrYF9>-rn@@
z%W+>epD#}&>+EdM;mX!X;X##^;lTKkrqYa#UH^mAq!Bnq@ng|R84;V{@E5$Yk~%r#
zlc*bQ!jC(;n|XPe#PfeUXZu*UeSZE#~`y!zTX9A2x)F;5!Fg_WuZJe7>5U1l`%K#c2m)4@f8~
zo0>X$uiqnMe7;1NS)Fz8Hoo7}t2!9N{oie!_{#?9Z)Oe8oD(Fk?<04|-?aCOCDZ!I
zJSS%`vi&)0{Kg`vnw^~H7Lb#oWU5XQ={cs~pYE(Sl=k)QfW%_d9F=7$Ev23{08%L|
z!OxzZ)7Se7wZkIpzR{@etD^L!096D>YIDFw_@znu#4eMD`O{M|!?a@|KQ#u6l?<=>
zYF^B>9@1o|qFX!SZ?dwE025oJK~E>#WN&boA}up-ZhJl4
z1pSx+p{S#;n`|027E5SMxR9Q!<;*BNNAxVN6AnDdB=mY%B@D56hnKgT@6K-l$~|2@
z;Ca{>o|>JV1=*5v6blp|OGxgwpWjyMe>?VlK@iI~?6TV6?bgLiPp5ujXDSb|VJDYe
z@7iYHb?Aui0k6G0MIi_?nVGD%uUQ+0g@lBKhE`Qo4d+DG%(j8=cG2ku_zm3l-@JWW
zUeL`;D&YkS-nVa0iO)bL1I}$}aY^rMJcy1PLt08oWk^{=C^n_;#Lk=YUzub&QGgxI
zh6;#-eb(fjH7q$&+#_}Ue@9%_|hRIx*He{Lxs0I_Ijur!dPul!VJ
z6!g62Cr^OtU|~)7poEoIBhPRt##9bdYU`1T=V+CyI0eBV``bui%a{|%}8{TTXrOn~-jVmuaCFF+xM_=|$uAfAa#g!rJ@)!m5Bnt)AO2dy6yJ_CNYH{#+At0iEy>gD
z79}^=1xMHDKSOL3KcDKCAK|u9;X!dI>!^jZ}S!cfxT;pOFu
z!B0Us_?Kfrt>2y^5ZK;1@_;kKnhiUMfC&&M2kp&4mlh
z&=GG;IrEs$f0CGPT#lz}UHi7l-(e$)F8zI+niVaa+GQf55@l>|k&d%27%Qw-H7}uk
zbEx9L5b+7&tAVlE25-5RmVOd*<$@YlUT%6?^TGUQh-#4Cc3giEBH6cp$j8V3;e&TA
zkzrRoUYMA)ql=4*qq8wzx=d`*OGvYkIiY%fF0OHlCGaSyWh$kvx1-=1t?%rVCTklS
za@knq2R!28Vb54et!;Mmme4Mcz(`XD57T#Ez40hEmk@@nv2ozuVVtQeVJ=ZJ(P|Pb5fc73NF?ix
z8#XpJKiAi58yn?P74&NyNA{|Vmsr>Zx?5Xy3=C{n#;Z7xIAh%G)6`G!Q+0K99Ee{B
zTy0QfF#@sw^udEd@U9H?OZd`&M`ob6^+s?VY$1T%5~`?tu#CfHx4qa~!7@aP*!GvV
zk2`m5i)|lmj*q%_wH((iqCkC?f>iy4SMaGSuk>6!=b7V-moqiR)r!}be{O{BPYIfc
z>U}>u(M5KW=9g7xSNA!vNIbMnz#kB(E?tVO@S;H4*no?`#pe@lLU5xoJnyI%IrKuo
z9}PpJZs6q{{pc2!78fVSx#laqKfV<^8XX;7_t-lwj#2czNWX-i6+0^%$Bi2q+3B%D
z1~A_0qXs+Q?b|E#3ogqG*%VXMQT*0+iz>JpDj`E%U03wR53GlMt%qY}7W>w|l<5gk
zA^oNcRD_KNW%ZH1wT}6MJXXW~hE9+0Bfl(dGJpCEb-v{zH3?$fYk&9XIo{!8nWvb6
z8j>hUFkS?!OZVSZQ7{{}BQpfD^OHsu#DY=>2aOb7zL!|P8}?M6`shh2I1+!j67M^2
zvi<*1V!yMYP}IJf5O4W@9lPU{e=Dl+Zb&!-Rep`$_`hqR{6`#6J=vwKecSF7
zjhyFE&qzL(9P@<@q629fhf;ANMnzqH#5znoz7Ne|1lqriLsG{uzo_==7WvACy$GZ#0NK|jq@612wn~ahCgQT<)2CZl
zn6w6FoE@RLxDMoxW6D?9%(r8N!>d^#<@u;jXNal_*|Ar0#6Pc^S?*BK={}!JqG}mA#{--MqEsnhj_8JNke@c64+E{sN_zX_4b6H-}%)
z-k*;t{@@c(R9rN7wd@HDOO8x8efBKpetk>B02ZRw)Y`j6&{b1@O`G2x+1tRTrUpQ7
z2OO~MqxZ4=)))(ehCL!FRJ8%M0gx@m$Mq`8MNdfzTTP}!rZ4b$tCBI6lqx=Z7DT6<
zHLDJca!fQT8)Ph4%vO%SI>+?ercn?0*s%l_^qQp6qZjX^qnCzDRV_>L(@Q}*(9}!uClw@hf4P0vzC@adm6f%p^cE`{
zx8e;L6?hV3@RxAsB%!mr)A42v&7J001TLp$dZD1JmzRt7XsOuSd!X=dYZ$Dp>|g?U
z4a_9p5dniFI2y@`LA-%Es1!u%8{-Crlc(5YZ4j
zV<^tZ%*eLWroJz&){fqE?R2);E<0Y0~abN>juX)hS
zO?Ji#9D*Pe!%a8)BDxY4m3cS)WF-64~
zq&2dbNcrae8*Q_?8?0i)fCzO*5dWs#*AGGjXc2OP*UF~-U_MAGIc
z{&dq$H;+*}7hJo6M)dGN>EESy^=ODSEErBs0hU>fYeGaP^`G5Ucn
z7DkOUH+HT=3>C8k6Byh}2_t1-^H-d5pbmTH63|@}0!_DEdFk%h^{ZE5hUpRzi}2gv
z{wXTjF&Fm**Um;M>zz9ZlMm*AaggzenOg!o30@|SU#JJ|!5B2rc
z_4UnFuABoV9fYpwW|s$sznY_KZfx7D~C0ab(cx7;s
zJn%C({+>q<7H;>BtTvma7uh^vm%lsU%lprkKhA{yfdM>)`~J8OTh+rF*PVV#!u|$;
z7wEL4Vx9F`$uE;oJPZ<>uu>ji$aB?_i)L8j=BpK!Oz#TqqN^7!2Ktab6
zb%)<%xTJ{awgdA(X)j$O?r1!=wE6Xp|IHaVe=fj3)04Q`$KWKGs%(ILQ8NGfP_+kX
z>m@K`K9UFH-DaNFE|!^scCe(xYAH9he6X>yB(InlE_-#vVf{pQ(5|?L7ldJ6A6lL|
z5|~t8Um9F;?$p_qzjB+I{##Q?aW8`17L{_@{Uq&3i{pJ=y$G6oh0XSX$1XXUSZ(!V
z&S3}b`e+B5B%$uWv}ECm>;0E<$KRW0(kn9mnFrlZ`A@>-=bSo8yTXv&a?z;{gyU+U
zd)E!d%JAxQYH@g5P|`cW(v8p%p2JD4YM2T8somrxIiP7E2lc3XK`=JxMDSFe2xej!
ztW+kZV?Wz{Dc+T^>pVU1?p7yT!h=q{auXVQx<1{^ps{SSFyy*zvJfd)rj1Np#p(}p
zY1w`!frfw9&k3}70P5KN?=VsbY?m;*T2xF7A_=!Zi*r&Y&bfo$JUY69bOtNq>L1GZ
z=51Fu0*P2s=|Ve0Zp`0Fx~}-5XV2X3ZmxIVP;8ggA1Szl;uMKdge
zAz{kW(ED`k-T
z;vcRQ%cKm3nX@K~?XTZ}neU4PfMU4jLOzAEspif`7US>3Ey=LI^#bfUdhODT9$+xY
z0awhhM_UJzZ;at0%WFmmdI8H}=YN@hetN#&>ApW24RAeoqW;2=6tQUsxFzJUgDhE4
zNJw-@NU2^`I@G*UulCH{n>TKlnVMU_w0ZC2bLvE~L-wPNjy&UznVJs)s;cT$)z#85
zLdGvzAeO9Cc<^zh%w;metbFfJz}^J(PG)8I>
z?K$3)(lM8(W@ZEpeUmBmI&aM6u6_V?o!Bl#cH1gp0{j=`jG$5efs+UWyU}p!5M#r73^SqtKQ3&LV8)v$}TC_<`$>
zZ1W(T_wGCd-Ke3!rq!=u%z^L$3*1;<%idGE^DkCn`BrzXUDIDkj?I|E*fq7Z;Jleb
z*M}3^UaSuQ8N(EO>cJAck68}6y`N{PsMH|4qTwt}#u(P1$TBtCwv4j1)h{_o4V&De
z`UMN9sp)*)pLAQy**+J4m5ps*ziaP6FWXcCT=VK8PwNc4o!4dG^o;C}9}j=3CKnM?
zmP61(g|#o37|pJcwf4T{O?p?=)jb9SvMSc10>msB;^#`pi!CfJ
z9?5}W8z-`CwRg;#`hnnf*OV2(dw}C)S|)a88vb|2@+y`m3<%s$4O5r8lVb%p@qcN>FMf~afhQspuO=anSYZ~$&TlxPmfBFBg?m$9vWbR*Et_)Y_)3a&*40FN;
zj_?P(<`C&CeKqketOt0AKiyY<@DT1w)07T@=Ykp^2J)I4)%ayM$cSTxU*YhQ_fb-`lG_t%s^@zyEa0=6y0g$ZtkpX>^*vzM&J*7
z+UvMr@Ek$M|6dnKggi0T2H
zSLi1n(C=Q=A+uo+>@8TmxWk9wk(a&GYfF6Ky6^$VU$SS}G5T0M?KF*!d9+MRa*IN-
z4B>I(0LWRui)osJq#-ooxC)ZSLG4G0gBWJ}A6T&Nv@f|wy?@UBHa}eEvl)6EXKpN2
zEJf~!MuwfwFC%;!`hY#R!gxI!w>xaVS;xV=heATytXHjV$>F7bukF`R#)<#AKC7>C@~&sG+->%)_IiV)L%K{^`W}=+RXYPp&Mg*G
zh{lQuUrjnr9dee<#mwHHhV_o_2K>rdnp9l6SCu{dymw5OSG~2k7c--Lm6=}0Rg~`P
zW};ACj+L3%;px9O^xz_KaHsGK?ja=C?mDoUKY8dYKBfPf)KmUp0s3tXVbFMu4
zx`x}1j2vTr=R&AIDS#^Z$2gb`ue9ZgXVp2^9p
zFD%TMzHEhP*XZ#dy1H?qWVjrbD!$m-5_Km_7j4#mA~s@#otk0yU_^x;Nw}vp%55Un
z97`-KNUj-cl5Jv==CynHo#dC?H1tvr`wyW3Oxje!?X)90za{MIGV@uwE%TwjAK4`W
zHQI`!owHeJDYQk|LTc5jNaI&|9j^ZxUxf}(Qnb|~Tj@8ooL8S*jg(zXP0c!f>O>pj
zJF|n59D;TI@^t7nxY?LMg@6=2)YCeo6-cY9ATVlY{FYq(=FrP*`2$hd>WKMT_M)qNh>7c*X0bF=$L66c4)BqTfTiv2r76;|FfuZ-v_zsU
z)G`YYvc3Nn7rpydX~%qzADofMTk!$NEgGf8hZ9YoL{ZV7$ea35q#(pJ?>;>s8yt;mo0Xi0m$53a|TC)@*y1_PI`kn^19e
z?fJREO=P!JE20mjD#2KPW-_|3y}$2@2iZ%%En>;~NXy8qp7nxkyo|ERTC;iNv~W#|
z0n{ppV*}eKZLT>~?H4H}DcRA%*Tr`SHoO@eW@BfEeJ)^UPdwb=~zl12*A2J~}IpqbWZeZ12=Fo_%vtp9s
z15RG{)qB^OWj5Qv`=4$7688@g&tJxeK~=CAk5{Ggbnz_on5Sf>YL?vPx$^yIJQ`yG
zn^BsWnW+PC2xfk}aFju*PK5HOg1*Wo5C78p%fHwwF5mcRi$Ffd@r
zVBMZ@Lq@hG$uAPSM_AZilLNA95I#nh{yuSD%5ry$u;M(SNP6-c_4uAWCT_MV8UZ%%?qcF<
zS2rKh8M`buZD0cwXF|HqPsY@7
zhD7f8lDl#n5D$d0uwyzYL12#olQ9yq+t4Fcv;Ri&(&(JHY$T^+L{2)1&hv~v!=AFg
zHoO1Vb2~=&bC5HKWHcT2w`A?^9l76467>76TwHD03Gxs9Y8v9^rbg2aWi5^Q9d-id
zukuY$4fzEfuQ1Zd*zWE`#kRDR(PQsl=iW?N
zUpUE`GmlG4wB3fHte5#?or)r4n}v%2XJh`{g!LZmXAl2`9^@E|uRQn~I@n1UzP?=g
zH64_M#O81F%PoG*<0m0$J#{eEAHM$mi@eL6BN=`3?%hDd>4R4t%^~x=D&s}sL0LY#
zXwqYI^4HTi!@vExz5RdT75`h_*1vv{if)^O_rw{V)va~IqBix#&F8m!yTzZdPro@W
zYAHi{ltkVS?9Ba`W|KP+8*94oBJ%TRp(nrV+wP^9cj9<%#+A#<40rI@r++fg5inW0
z=fG&4#O~e{zFJ5U^QpKrmqKN|C^jI@49x7xkY?r1%VXE(g6x@=yP
zaN0trN1K!T@iaw)sfmR=2h1@!&WJ*rl9H09euS|~Ou@GYtO_EYC}sHOOL`F-uf-ogS?~lJKl83k{!oUPnS5aX1AlxdW<#8MdwP0Wdugbs(q16$+_i_DSI58V(FahUrM*l!Dl0SW<>mEI
zTpXkpx7`(HkHF5(eE8#csb^t!mQoa~1T8U-A!>JF_Qc^`qKorPT7ZeY{aw}tQAkc_
zXeJ?~5O?lWR#XsOyINc0#JsZ4Yqf>PojZGWac1)hW
z<~SNZnyV$Fw=cyQ&E6Ftu@{(BiZ)(M>7y#vPAnkq>c!l
zsv;wiC%4}2@CiY!+clZPYzkPuTYF!an_mx+Oew)8VZ_oZubh8YPVBQ)%eO6l5*tfn=NuSj!y@t=8ZSX-Kt+z=Gzzy@@
z>WPPJUKKeg)OC;E-hR1D3ia%Fcr2ftxmN(
zi{CY^q1GH43UG-SQ}$Y*y3&i0FWA1m-5R)8Fr=Z3kdgR}vrfQqAgW1$W3fd}+aT}m
zGyn9|Fgda0`2s7M2c#sluWz|I!fkc(SbSOL>7uA@)$X*W5M6TeP3y?k;u}~
zOQ=7Y?A#EnQRcAQURv5%FpxPaIQ}Gu=2lwN51kvZH_H+uoENy^nwlEZ($fYExL8g9
z7kh63R^_^`jbZ`@pa_VRfP#d8Qqnq5Py~_g?(UAEf}o%vAYCHT2m%fohJbXpba!`;
zaUPs&uD$kNYwds6wa>Z!>oC3MbRyvRzVUwV`#kq^2NUhjwzlWe(qN<(U0`PE>wT7m
z*N}snk6f4Is&0;f{$%OeN^pcTtH?@liSMzF^s#YWxE4lDhFefD^H*5ol%F#LM}x92
zeRyMJ6YfIK$AXv7_Rr_(Q}oVR9mNrKlzV>FUfAin=7H1yjYxUKxJ=9FyD1q74`f_S3u=pJO-D}IEYFieIW;t(M4bm!UGfPet;WdeZzKrQwyC#`-b+-Ol!`(sX1?1IKf+lLRyeBqKQtS95x0Y3|pd+l~GEjMFF6qHj(5Z#vH>p@Q<>2l?B2
zQJGksR;`Yj^{bivU1VUs)06r~O8S7C6@(usAf)E~Z;s<**cYnHY|T<`V?&
z+l~-31cbvO^veD1>X^|FqrZOnHc@<4IiL`Z$8IE4k&{PW+Ne~PxU;+40t8yzZAM7_
zX5n#6C@G;(5Pm6BGd>}}%WOLQo+9+XvtNXRNPJO)ox9{vZzOw4Y0_uq201Q)H_^I@R(11^ZkY2;Y
zNoQGpHvwTOkEB#Kfja)4_9i1^=Wm%zA`|;}XzC9|eB4u;E4m3d-d}I@HMz~nxv-hW
z`Jm!~pp)wu{#OT$uwT1SxduZ5k}@A~xLE9m}t<@BGZ3jg^J
zIWE6e?~7JhK#>R^tIFPppkz^?PV4;T4j+FuLh=uu7ta51vHH(n)<3^C9W#CarWuz_
zmtK$i#Q23FNWCm9CMR{NXRmMe*gwaSKF8*abKRSRzoeg=>Xc*}*oHPWWgZ?r&2@~7
zyWd*he&+_4GEiGPZG?UXAU&zCk&cg#XU^RpWwI+!+79dzA?r54RjK8V+N+yd53Y%M
zw@_QkTBSuWlvNd*HivV9ff#=N^ZQ{UON&DrdMYX|fZ)HbgCM7yob-)w$~vL3aGtf>
z8_&aR1d;&liqz)~+z)+LSHHmkSE_ca(Ae%e`dMyVkJ4qjSnqNy*&(ggQ)wB`0;PQV
zt*xl-_15ucv@0k2f1Dx2X@F|Wm5H@fR$e_w$$W%d2CIJX|2p1^)dws19-C*tMr0!M!6-?g<{Cs>p&
zjEJq$v15Hm+F$`Z<`It_Aw=C*H3cT7Gz_L3kTETfEgC0YCEz3@9y>TRk6J3}8yu5xkfqGFF?*V6f|3hN>mm6yUxY;A0u`Njv)Nq&ZU3TYzm
zk32j~W;&3Vy>Bq?@TKw0bia;XA7GM>9ZcsmY9ugMD~+$(&u;Y{@^HfU`W9gx*q5MX
zU>;${C;dq;wTR;c1Mcx#`?Bb8E-5F$CO_$M632}jzlMh16UnNo=39-NNQktCq6?8Q
zSMGreir_2FY?^gE1srOnHy~GSqQnZFot_?`QCipE&wS)wv*ot{_vC$M(|LDcY*C>B
zkU7MO13@;&(!0LL+56Qkj)*RoL#trf1qb`f!zIB_)AWs=g!I+1Z`!*oa
zcp^B-f2K7sJ+m}2!r5K0Lf=q7M>!KB{GQ$jrWYp$0s)O`5{AprXyy$oD>y-$7#n}G
zy*}|4w}w4?J~Nw3!oZ{Q$8+rd&%%!#N8UtKY{)EUP0KBn=4w0+6YGjoFU|?-8M)3a
z&-L_lP-pN69hIiNeWE^immy?sRC}bYEg~)sj12^SompyPXqcQjWql9)&Af>y)YMExrKOcv
z^I4ggE)o#Xd4K#E*5B7m9?1n0v7*9aXXip<#23ZOJZ|d5GbdjT=NhyUA;3+Vg5nyx
zX5nKGI$1fmQvQ3t#A{hU6Bhiq4CSml!ij%g$AaxmDZU^)xL(&Oxn+;kcbC
z96fRW%=CInI5|J(^42g#Mt)9$3>^t)q$C0_r2gaMYFJl({VHeAcAfQYyy?BV=Z?S&
zmE74O6g1`JmXwrAyXfI@g7!;6!Ab(qOAEWY2A9DT0Tk6HCJr_ZRGWvF+moeKTq@V@qG*pRZ>uhe=0(Abrfwa(>}owi+aq!78mg>e0VP%2TQ^k|pDh_#(W&q~&AgoXj%|nfJDiZSWP&)U
zKh!as<6~o*BW++?oOui4283{f
zi|vWZ!1WRnPxvYd&6`l}wVz~o^r`!E6NUJITNIQd$(k$dPn?l+4~Q{d0vun5E=KYO
z;!2R2a7n(Xe+e6#yf$o=Hgc$%F?pOmitjNqZRQG
zAnot}G%6}O9_iT}f+tEBdWG}~5JgPP%(S3bco}I0@@&8Lb3t{L!x)UK6BuGwiO`T=
zqYj856V4U#s<>yrYV`6x5#{Bs-T^gP_4K;ZZd{1>3;tkTH$0s6QY^9CM7{Z1p}7R^dB1Bi7A3aq?2Hk(LQ#*ZhS0|N=krBiz}?44~Q;J{+YtB1-{2w4`FZsb>T!TIJyT?Bdcc
z*H-A~;>GI=%Ho{y31bzx$%k;ny5HEqUR_V%G4e@1bvi=w_$fHS;`oBV&;O~PpWn*X
z_Wo{Dw>|6XLS=8qz?F@v(Bh`?{lRw>Z-3Wc1_R?qc9MhKRM&n?R>6%tSGPWv#tRD5
z&Bt^)9AT^h3VUU0IDQ!}pWs(=B2EMy`~~1dbX?ou7~_qU19A7ih`0S$N|?Vx{{HU*
z?N*-5xd0`+YD`i>31{_-4jZz+zOnhBH-MeT^4IsRp&ie`135c8P6g^e@UXXAd@UXu
zwj09(+Yf+tQU`~%?Dzz);Cx|&+tTjLj8e9yTNgF;NTL|#-pt+|CZCqNy2ITG>9e@F
z+?Q+QgLmvN%Bz!SK%xJ9cz_di>4cyPEKs#z&0kTaSxFgeZKgrl`kr=5OUV-%SkHaz
z)~1t?Cw8SY&!F;PxWvioU|X6-(u4mkXiwzX
z=aHTs%oLf{B}Dn&^Z>}h(m6!19dM$KY_^2O3Lrn!^QTtkFbG=?0R&P_OrXu$fOU}8
z&YykajLGP2Kv=jvC7JOn5EO5NfVm(2$kw@9PFj&~@*9
zP{EAZ7D=btMZteSf4Juo&P7#6Tp@VoG7A!{;4I#wlb
znwMf^FFI*z(c9Z=-mTDOBUzp~(i%q(!iu6dg-^_$Sb*1^kdOfFXOTJ_ig>iTIa6v@
zM-KXVP|0Uzo(DJxDtQd+QCk}kA)!-x`f+=G^J`MlBk50MlvlWVXV5*a+uPgAhsy`c
zadA*kI)VRvgMxvFDG_A(hGj}f2z`93lBK$=tn0RPgHswFDNP+eEKeTsa&s3I7g6#>&91B%SsIGr%`KIY
zQBxZl!f)5Mw)n!svT_^y^3uAyyV*;>g*6)zBPp--MP`e-oM
zC_UXQm)+3LWzZ;2Mc2&i=@Bv_#yF>2$WxU6%MKY;;3Hg+z!U8eCjQBjd7^_
zoZ(y-7FzvI0X0(gw=fpJ?hWS_-`vBy(N!*%eVjb`JPm7uI7bsn}yC`Lhl^+|5^~`r?q-Nb(TFM2TTaSG2s>7bY9vM@5mIe!dn6taF
zab5EeH^1u%2VL={L&zcOR_M;~%nL3K#|-BaLTY#`@CWp$$l5MLnMeleeF|P?ENa4k
zb8`cjf_mIf{~m7zTnC?aYHG@D2cvIp{#|#<7FJG`cmOF`_^s{vxw*aNfmlEp(Fa3T
z3bO8q#~vC&TQ&EA#wTdYB|{gKsazD(JT^Hg7-9M~HT74STlU+xYk+^4*UhXMV
zIweC(OEJ8(uV1Mau6-hg<)+>EtgnXb;C$XbTWpAhD&wzQVkY4>NzHB*Et8J~PRX`o
z|Dadsd%MMs3T9xSX7skcN69?*JugpAl5Mb1#>7%5YfzY;e#7-qbrd%`;ck0YR#rvA
zgZZyI*2bwB83#+dykxii`pVqck<(2VDSE}l*&%WJG|I|!zNjWSnHK{@8l(#*vy~N9^p|+rtOj*a4;xheON`niy|WY}*AA7t5EuOji8K*rK8%tE+F@!T01Z
zl7o}*BL&lWK7hQTZ?rJatfH@siKT>^oVqwXH)ou3tMDEr0k@mJo*8^RZO#@fx|*tX
z>(2Q^4fU9b@i@7dft;4Ty6wu{dPe28h_FxY%!<@5^X
zzSR7wwkObk>4zo$+y3iormgM~n0u(JsreJ-+RYFyE!~|;2Z1*+V=(CLNp2SLxscCr
zYB{gDPzQ>K4i+mUm8vt|y7i*jP=Jq*-~xeb>lVP#&z=PU=qZDOaF2kuDxbj8CNVM3
zT8E2!O%nDsoxDB($D428POO;&+Nt6xg7D7nZXrRz#qsgOLAzGj*D&4yd
z4Xx|X1!Z$|qwe|EucGTIcpSGL(7i%TMQ)PxntCnvr
z*L64Yo$qpzdFH)Z{;Z%l^$Xra#By?`qFP!o#addDqZvqDs%2IpF3Kh6G$cYm_?wuJ
zdvP#lgm<(4J4XagoTFeseoS53l2bso=HmLmz*28x)H%nWvATDZ<@vlSo_}|d2hb)b
z#~)r6X;c)$4a&oK>>icEa37e#&Jb?Qi2FSx^{WvlCPq1{c6E?R7#JkUGb@ySS&ov$
zipn-eNG7X$isT0b5FG2V2HM)bO@yy($zl~QBYv6Zf6h6_eX%D?Bi5E@t1FEYkzk^)
z?_IQa6iv9lzeC1$?dsLRqbZv!u(7v_U}bYw+S)!u(E>J2a-ubg+e}~HG~n^tgU2es
z7fTB*O3L=mFphwCHqFm#|<5K+8MZMCevvOyjR
zdYA3(MArST@io`wAvw0==GvUasZpEbr*0#_yom&M3yWiaasjw{G#hIC>@p{=&DB?b
za@M0jnkVMdWT<;go`YCfiiM%qVShh6iDpf)TpLZs-DC0?5y?l
zW*=C|Cq#ZIMjoWro{<*F{1vGwjF}BNEOie>+>V=1y#24{HeI(>{n{jz9@;^KMaS!_Zz|2W>x_RPd$0Op|m}*@r
zKKD)6Y6rw)@LhXuEOCT@XV%3W>%s@O@JT49Af5J4(aj8FVCFQ7vtp&a=
zjmboFIPUUW<)gnm9-pTX%nd9s6j-2uF9=VO(0#gD(S45So$Ce5qYU7%u#Kl@XY|G=(Gcfp
zuf)Z_5`C4HZr1CUnj$(sKj(8AS5DeQewg>>&8@}0uI>yaKE9*gogZ16W!s(72U^IZ
zR==GW{$zQbovltz4gw|jK)iE%gr1ZAZt02|jX@Ufn%E(l)jIc2?@M<2wSEPfo2<
znIO|l*s-k3UkG+`mPet5ySjxI*dn0fH#g#~ZI^Kno9orq6+gWye?N>+PT$&kH4$w^
zh_^|Ik54Ub=llwAt6}6y)f<r7_3C{4Db<(KfvxpkrGT0Il0ZWq+ejG
z`uyCvPfRK*WZxaWdw6*K?z7t>`4s)6@y42LqWi6J;_j7)4JSv?WOW&k_Rbg%KAz-o
z0mFy^(v^6fIKb8Niy-=vKF{}9$c)ZYxRle
z7i$lzmkKrY@`DF2C8v+n_ysU~F2>3r%E}Yd^Tu5zbCFz+%c|&?2>7~?iaIs*+We`S
zPgu*x+B2(P2A4vQ=(k!QIrKf~$q6tNwk<0Ca)%M7&g_k=;i3f#)<&j~;~T-BxwSCT
zV}F6e0YVXn2GtW2XMjg!#}~6P!)a}
z)dyY{q)$QJ?h_z9zIUFoS2I(xA32wYS3*Kbs?@1-^2e2m;zJXoo=g?kH=r1Yjz%$C
zML|>3X3zG7g26GbZ2aP=(rIK+?ax2aA_t^QmaPj?#`0hvK_Q{kzJ))Arltb7
zI6mcrCcSunsbB=g{m_URwSM`YpMP%i3^=d~m)nsXT_GV!N&bTR{(TmI^Oe`D>3wGy
zDg7PI?69}^%|F7Cc5+sohf>o3~;4j?T)d+3|!54r7(o@V2=YyMb(C
zbJM;xPU;A@NO~-t-cr`IbRxsmDFE@YFZS)$H^*Ik<}EN{+XdXOZVMDyp78#FsbuX-
zc5sbGkGc4m^26;5QFBPnNi;7xf*I^7s1qz4r1+vjBcZY*ui
zaSm&0VorEE2`ne47=il={^?gTZk#+k*D^{!f7Z?X0q~_-q$Ft`hbnW>Pz?)22b=2X7#bU=+WK_=3<(bI2a6$6e~%+~AW7xg
z*}~jr*WDB7Yd`~q--}iuRMl3lkgCtoT#evmcc0YK?;7fUmnwXGXPrhovoSG(-MVbp@
zCLVaSb93YfxlS0+a$dc_$S8h0P7(O`f6H-W20Jiw3k$LJXivy*diQ9k8o*H2Nr
zOaEZ-8s>3F4PK%9o*nq5G1elNc0XshZKCT^OESo1JUAMVBffDVDO6BLeRD{GQ+7Rp
z_Q;~7D9bY{08cyEVKbjEI!*Ied{TLXq0MJXB{}vapJ&|`Q&DdSaJX<(F!sFzy#k^}
zHK__`C5Qo90+jv6=Fg
zh4?Kibi&H!OhIpMUS9igAN^Uvm?1N*{OjY2kY_h$rlwd-Yxi-UD_d7L4s7%pg|}?2
z0Vv~YY^4_(NTQ5HB27$y752>8`4`L_XD244P&66t@(mT|o4sMody$Y(PK&DCARI+_impAC5t&e~;BG(SC4+`$^`yhV<0R9GHP{3JE196}_&|h9iK6FQ!iSPMX3T
zr(siFL$P(r76I)IdU_TCf!fB#PJrZ((bEygqUoKYAW!priuyJxVP}^I%M&kH1k54at{d(~Lxn##R#le`
z4v$`0TB@E{`$(UYpHpm;c$b$kyC}&3b6EG;tU65hDGSS-a#VR|0rh=
zx9uBH%{o(BPM^VzjKqh&NLH>xU0ov;*X$&Y{J=?>A%c@?RN)j3%H0|92%I|0DJMKmQ^B
zw=)J~f$EkRhFq=4X9_g99K#n992LbATEP-n2tpEHpVx(j_X7K6J#I@zf=mSY1yl4V
zmsFfBJe+GqxaMdHeuJ9#gDN9&?Z!7UEKPAO&G+dU}3&IeqR;oGy!E
z4R8cmG;97GHeN-MavjS*BoJRh+IC7%MIggSw~iZHC-dN4e(Z77?Y$RY9UEmm3_6Ao
z=S^i7mor`!5qi9gz`F&UbxY>C4Y{N;j34ol?jA87V`;xhe>xhNP2Gd@h`LObypLLy
ziFbcbe2Ft&r>*_9EKjO)zE!OH>f)V|Cl_NKzmy4&wK%N|3pD;1g&EF>>p?cKMwG{G
z(gnG>mvT;@cwY9>tbEM=)`FOrSfi4llA@v~?ZP;~x&;NjfPQyr{^RPq;SJzl&@n@KrN4Cd
zNM#=!9ia{DdINzvAegSMzNy;ZKcoO@9Pv2tP*8AK9Dmf)qc}IinWdzj;s_bOwa_-)d&b9EjGzMvDGr_^n`1$X_=yI^Gje~aVxqLg+tHmjorgz5G@mn3CoMjEsy<
zU3yIH>?0*RjBo%!Q4GGKRKm933k$vf8LiSy%K4!%k^yx^LSLsGbTM5_vOF(sYVEe~
zmzAdHm3Q0<-NHX5dbB`1AuF*%jIb{}EE;zy>NaBRK_`YxfZd$cNLFa$l&Y#KjGnze
zNJaBrM&y^4)OU7z5d}wwnCY6A>P+mDX*ml6+=`kQZF_E{q;$AnP+3(OKqLM6oSbY2
zI7*G|E-V}m2O&D@mKb@4Z$iQt+Tu-$?WdgW*CuEFpvMUhhX0c;AXOEN{bwW2_|-sr
z18$ApA3&A#t|=3ISU^1mpHs>v0kP|I?7<(*$LDq%vMl(~&E$L#83tJa&5M0>h&MSo
zGEYoY6cj?0&7b_k65nyH@{t{9ULl~F$0feczEAP~e$Ws!V|Y?hN}0zD3aCqAIs=x(
z-XGw60o|63O(P6uyu3U_MfCtMjvYEO`HCM{H)frxAkCx4ij4YEIKk)kN%NmEEBAix
z2l}gpMTdktZ$^OSo0HS|Ks<`Q6IPg4w-Aq^hWtG-qkaTApoG!Q+pG2>wp>BXMPTcH
zo;@>Z`4{xgnk>wUBchKV6Gb;GqS+-`ezP8PVHy9al3C%n6M3OJ|7Ajg?ZjW%na>xL
zQ?Y9Y2e_%sFd_K<-3}!3vTyYRhA5exloApX<$$PXPgnHy>-&Z{+_PuXnE!Sf_D8qS
zx+S~F7G-hAG)zlNX=Qn=Mtd+&E9XsWPC|QCXKcOxWdz)shsZ!jLY{cZPPEG{O
zEWUL8KM%@4D&E^#+uNFwII-N9$Ar600n?|bN|RvhyHKTK75TsSMrn*Z)y46h26*rR3`?%rZy
z0eZ1;xTi4359HYAtD!tF)>+?RD{?D@_SnbU$9-=K9Xdgd8UQQM>iqGGqOW0cg_2+k
z5A0sj3rHP4T|?E{cWR6EbPum;w#-0Aspf#a`+IfaLrBvh7u0wZ-7uYTnLY*I{y6AO
z#s=mN?}08vUY&DD5qQ9)NxwQpei2*&G9sq(kEe~Eg_uBgd03(93
zg#WTDIqX@-Kh_5)ood~uZy&M-y}>=ZPm@vrRtOy(cP%Vp0ow`JbZxJ#6<}va>gQFy
zVu6W3t8j^ZRv=8B=9@=?Bqb$H)2-msS!qF9z4A~tmWF~%`VGjykuEd>LU2O
z*!W~@Uf&{dZOFRq22jaLN=g8txzt=f!s**=S<;zo%*VyW#li6*E-s;5)X8ZFCf6%N
zCA|X!Zu4E_QvxQ0OAngMIXp&R;o^`)H2NNZd(}T2aX9Oi-MRV>n3kk?rz>b5c$Agh
ztWHXtMuCAOn1n;U=jG)E({NLUQYKGKImr14DDTaVY6CdZ)7Qsmn)l(us7A>)<*)eB
z*-2$h&7gRs$x?r}-?|qr($V@GI~$vcsih~zrCXqdm?9`jGyPUJ(OcHVC53pcwbY4#
z4OqN?ih_18wvSv!WWJY2CYX!&Q@m8nVJQB5hyS^6?L=AO^6QCOX-bi}pZf6TScI`7
z1JeEecEn-UXV-e;1|{Vz4IchQ#Sxu{4}pa7WIzP-v2jA|(W9R39+|0$Ii1Wu*YN5<
zLFdN?J8CAV>;=NZh9TkP>(`~JC6Y^*YIJkNcoaR;))(>`6u=%r^QP!M7xR@SCK11hCjsh|22L3KkqC4x#Z{X
z__BZfA>X)BlI3%
zdEX$h{}9(Bee8;q-^<{qx#+Lc_x8TMYgWj}GAPK_YPMT5ic~hf1*kB?f{Dl8eea?;
zePBRW@c09eFDoievvznUz>HmyVF|sd;yrYZz&~S-D1?E^;<|nO5`P#_~Z6-B@HdM@di%r$~i15#sd82fzuAjQo&(
zn~CXYuJ(xW*$t8_q<6_B&->$c#si7tz?0t^B4ZlE&;MeDDs``J&u}VyZH;38V85d!
z346FP1|)u7t6>S)GEnG)WjF5+K&Aq)`{>96jz{$VyvVX;7U*idKg`cZfosWxO5P@9
zLD^11`v5XvTtaGzXZ(;@`nq;P=3@Wfi;G|aFI5y(<=&MA>|>6rP-!oWR){|8^}Ai2
zx3R%~ROmDUm$c)$tTLd?@`}dnC%jpb4D`H=D?c#a{(XFuJhce@JL^}N=zQ_Dqu&CA
z!_V_|;+NYuNh4y!Z<2>r+rZ|flO4lg$D9=>B`2M+Pyla+%QdM38)r616hJL1a`>&bU*Z}mb;FdkbUa_<#F`|?Om?cec;cP~`~UIPy|58u6h
z(9&EXBhg|i<>wNlyheH#+{mKCt@zaRwY5Ka{`~l{3-I3@<;8^=$OH+C4Otk~PRY*B
zw)IO5)aTGK=e$!pESkUeD8Oq*d#E|!Hk#PHuYLos$6g&LWbW}8vT5rkoNW!Sp+~Ty
za`AZ-!Bdk(Nt#^@Cdt^WMC+{S%F{2>yg*}n%+Nc%{|Zc3;sjmxC+j-_w*OV_f8+8U
z+8f+kF>PJ;^&Qn0&Q{gbs4|2=*M8>gS)zX-=>cdABQaIMufXi^4VW6$rlHEapY)+>
z>{oyPWrVr8McPFnA&s10xnI6;-MjaONLE(W)QDFcw1)=bA|f;p2-lbQ$eZXGmg~p`
z`vmw(sQatCtE;MFiRe(l-}-h^%7DLR7ZKP`LJPJy{B(3NL>(Q2!9kHI^FB^@;gOn}
z{dv^qeV?-wY7|@amk}^S_#1gW3yT%FGN;ARIlHSD;8gU)<~Fm}`}%AaEKL{hoAA@U
zc+%58Fm0afs)G#MXO6CZYpX6*_VF6OLP4k*9Y0PR4y?U@m(%uFCK{LF-4$ut-rnvK
zw?Zbvk7N&9Xrd`ot$5sNW}*v2$8a(KYnv?v#`YQ0es6%1Dc`@6Ss%Va~Y2
zeQ5_Jd;cWw{RdOuigM}#G9~aD_Ks}!srRUZzJEyM&7MiD6f6usInUnn!PvK;LksOE*bfFHw+QCt#IpN^%Lzyn{nr2aNu4kAQqIfabJ
zLldi&-D=KrwB}2T@)TZY!JWRpKWlh8+DGdFQ|BdD{<~D=6faMc&r`6xmPH*kET7>#
z8F$OK#M8}lOTKT$m
z*C)J&cUAG)znLdgQ)p3~4(N82xo>6rZS|g-lPXF`WU@%fNhDL=(UUS<-}K&dp=tGI
zCM62wQa9cw>9u#Un5m_L;pT>>4r8vnT$d4GrhF?@f{Y9rX)@@-0sCMsBYh`Jv$lU`fI+>dqA|w~Ca{L$?5)#S2E*&%j&-zlJlwGd0k9UCc
zYK01Y72^GSq-JX;FsI_Rw9U;g6BCyix9fq2S$d^q_i&W~#_#x|hJOtp{a4l0g*?Bl
zb=NA?4_~*=gbU&=-{0+?z(r}0wMADBr6k1Gb>8U${#}=+{Y@a4did%H5*Zfh2ktboklt>r(3jYrxT
z6W!|>r&+i*K^B3HtzEp&@1tCJhF=WB!tJ>?$qf;M6wPQvA^+5C>z%p$Q&d(q;3!_j
z>9|kUEqC3{_L-r9p$2Qo?EJVOyJf&}?s_Fu=BwJ#f{#4K#0(u2wr1}n(l~1e12&f4
z*yFf5*I7hfdlw=iXd<}o+`9D~Z)|+r7UEX9bfQ^Qb>R_2L9mS
zaz4YZe$SC>VzJL|dD)V%#j~xh4#2yDfo*EG4aJg8>(neV2h1V(z4+;2cjzU0vtWHt
z4<|*B&>fyz;`5DC6g0@O^?Ipg-0L`0A-d`Nn)~Po|J2BH3^VBs`Z`)$jT#Y>Q1X`n
zK|Zd$aXM{>a#aHd@k~~NJL?~_w;cAc#GlX~Q0kU#ju&4*E|)TD{j1IiOrBwLm*edZ
z1O^LJW@N1kZfEQV24o@L0<||Cw)e?PtT`l~)Wi`5l-&@{rA`>yNmY#;LOwzXP*B@&4}zX8)NN_eYEl
z_m}^DJKMv9rWz|^caM|6fhD#egXzr+H!>!yXK-|e^IQ@Za4}n1+1z|Hc*A~_J(V6f
zGwO&cC=fYVybSz&P*4VJ6Ig_Iip$C&&5eyCxXqID&%>7%#(!8}p~z4ycUWF5@|L0y
zKH4$bQd&T6*~Cx|K}J`-h_kcnrs+$k>W!yb@Qqi=F2SjmwxsG!gh-S3%yT?~ST9gl
zvfjpphfuJ<{%uBvf4b7vaQcN@%E^hPqdIy*=}3N+p`z3Rtb~)$`ySMUs
zcv53H+7_P8(b4OoqE$-+PS0ZRCZ>K%U5Ef@upj5~j#N3nq~x!9;nZ
z6>nvJYyF8I
zA|&KqSu2*MveC`1`G)9oe!keUKdBYfKR^>w#HD~N_1
z4G3CaIfingc`Q8lBSiwPUdl9eS+9STWH8f>E!`bIkHBMOOwsc2Lzfkrw_QIE9CWzQ
zQlQvFnqF}+F+)wd>(C(l1Irgq6PhSA2g^obVBpU6^ZpkX&>o99jG+=qM7m4;4p_`&
zCq#Ju8W_MXRU7cekH=%(2h37?KhTPL6G6!9n?NnkoJHN$H=pwJCL4I2ZwOYg98fe9y;E_vYd$aCk=MDX}Vc0TVnwapIk;wtzi5;FZytO
zL2E~BYMR-b2nvt+Fj`Tc8w{3%A9t5toH$iHWYCq$LHl#A)6ddPfyN5h5S|)Bu;CUU
z8qg^k=_Q+o9b`cL)pFJ`DLA#haemli=LnxzFGVVTKch8wbMI#KWi%wXBhS%xbQ0jx
z0<7AbxhL6uP(2e5yarLcwP80Jdq+n$q)Xp6m0GaecHlLVu+T_{-PKF9Ka;&7eI`EM
z!&R?xA6>qC*qq{wd7Tu^%h(jnD-I>B$zJ98r@h%)(Gi7f?@6-pX~B)7xcf=T{$z;s
zYa--cV;%)@54y^HRGHVz&nsc<3RaMA8uG%&`dvbXujMb$)Ep2Y#{X(&Z-N^7T
zX0x+3DmofE_5t)1YsG_?h&KtMW!^+EFD$s0d~VaK6cfm+iS;dB+ngJOtsq9gNfYl9
z2?>+;n*hI3mytVqmWRgo=;+k(Y_2oyZLs%Hw(`?@&(0Qp#q~;G-!H7g+bV)?0<7Yv
zY+VS+?mEm*{``3xxqB3U(#wZ%V<(WDM#xg#yC!JFZN-alSnI1NIWeaUUe07uHDuY(
z@i$dgeg@H6Qqh!Sx`K(N=_SO4Yh0;jiSxV6Kvr67#5f+{o`wyV>dT>9@37DTY{c$!
zN$CAuXD5NZ0ef_FjbcF`ro
ztmDqhhf3l~Wk>xZBfIO3*|6FnYf8{o-?+E+LP7R`X-U}!r(q8ketzbgQ`(kUy3JA9
z<-6mJE;e=}o^A@gcVKtZ)YL@00Ylbq8$s~n`kKidurf0f9ks6~CZ;%B7f-g-)zy{h
zJRwCz6{~=Cm)pv~zbGC^O^moeG2M%jK~dLt{rovlE5K$Mmo)V$+6gXg_qKA5-3q_k
zb_|hjcY1+>2)+XLokDkXsKen%y!$m?67Fo%cF+(=DV3cg$W?aIkDQy_X_#cMWX48`(4$dB)>~V-Na_
z;?L7gi*TXM4#?t>#fHsB86x|mb1B%zKfzzq>D12piiY&j+Rmw_vp^(ES1TX-@WGbD
zVT_&-+ESr{Nf%sS+U(MG5vOb%7_GsHQ{5`OGd_X=FeOjFejFr4>yRZzb?*bb>2~7}
z^CKhsFsBZ@iO|v98?jEqZYyPku&3KjhsR}GnV9qq4z736#5wL*mspn<&V)EFx$e)2
z2*<5Wf>VwCqO#btmM7h6Uy6}PmQ%O{lKdas_wAQKUE*_bL%S~S|dXM>r{zGU^;FrC9*Ys_C&{!khhzK2ZB?hv={VTT~s}#YkxwiTqEp8xv
zz2AXo$imdzb*HSrRoFynqPEt3ytYa=MFn&x;X2>9^OpM(cHE*H1v
z`KQ|ws=zJ-@;Cyhh32*5GZl|2uR^iFUa!jLw6RGz7@aH~ZD3)s<(uLuVzn$PEwpuj
zRiVya^7C}uZt5#NJj~InQC3k4{rFML8`SCn@%Ib?ms#q7&3vC;adA)@Ad4t9)v&`U
z7isBMGEDzb9ydz2HO^zD{Gc50$oTl|`GoaE@j$w92x>My&x92Yi420aW@iLt2Im4w
zqwylrbK4|Iw#Y)K4LI|~&I#ir-Cr}JyN>z_WQI42UZAykALTmdmhBur>*e~Hlu
z5K+QeRm=@6l9p6ol<3ZdrLDhgLB_5=DJaV*M@ryLJq;0FIPPIzL7+5C&(w|_l+wNg
zGy(74$%`LCHm|5JfswvG4-XeXE+r5!$tfwns7`Xatba*QpYKe0M#w=yL_$suWu$5N
z?(Wo`JMF{_@07}#06G39l9rX#qWhux*B!lL0)IRjH_(@T`7)UluE_-{3LTFUk@dHR
zwYuetbzNVH9fW2y@4Nb(E%xzG9C0zXFs@HJX~bf6yBlxw8iOFtMM1rk_+#1PkC&$s
z6Y0Be*Vp6jEFZPB_Bv?}s#BOPKurKlq4ccH@1js`Zj4XEzb!{{I0Xb|rcaTQka%n~
zyQ&RT*v&Mrt!)qI*eSX0(>koQC)QF@QBJo8a^Af=AF^=jq2by~8B1dB9!7h0E3JIH
zXR@BJh$?^nF#qz@T&(^Cpksf$nn9TFKZ|b>vYTFfb!KC0YpeTxqPVY%iwi#=-#OZ|
zg!%Q2?6=t19Bph!5z5LDt#L;JwBBg6mV!Yy*k!zWb&@+EGRFP6r4g@P&xJ_I>AAUf
zz@mbJ$f<=DyBEOl-=*P{hg<0EN>u;6Z(m@K@!@rsw{cmRhv+lu;g&s^n_I8@Qz7FJ
zLb9&Gx_Rd2b}(Fa0HTV+qod+{@Iw9=9=*F-BYuZsnpYpl#q(>2aDdeW7-@i&ybnlIcO{(0Rktf-*hU$)EV$wqjNs
z42shoBPElmPYw3MYUTQ{eh}-$lm_!Qe^R03_Hw(Ktjwkfa8rc(B}gU+RJUox8DJw&
z_Enx4+#?I$0+YnXCXR!4+p>pX@C5Gpz&wW(g@FyxI5&r#DhY#`TAL@yKBv0%TDoIw
zQER=L@9$^pK)}`>D8@0+VRdcc3>Dz^RCAR@MPey<}qH)|k2-^)rEhHzdG
z^k!oNY8o2{hq+l}v>Dln!7%F`lQ|CEPQL*DX;^b*-fPfw@9
z0j{rM_?raBiw)jhEytx{dT(oM``P_bcXoDmTJL`Y-Z_@(XaU9_QCR((;(*Rghg32?
zUK&1TW?SfCD9}<@NjWls_s++3^M<{5M#j_shq||b%5v@2Mlk`A5)}af5fK3ar5gnW
zB&DULrKLMmN+}WPRFHV-?h@(l=B2y4IrG)E_P@tI-~Rt^pR>=m$63QM7UCPvb3b>?
zdChBHmxdZqoPoE8N}Tp|rOZ^Qlse#*S)IpQCaJRO7`Cyd+#MS?(a~0^Q4bXbRbIb&
zQ?1m+xyI8^!#Q8!Bml8A;Q>i`xXEY^952pJ#(5cSe#MUs$-_rrTve
z7}B~pjEJttqi-{TSAE8Q>Z|=r#JIKStBmv}5^Ge9ZS?%a6OTvR`Ia5#^4~9}xlCys#|M4gDAiT?#~jt~lp@oZ{hG6{vRT#sy+@gHJ1CxAg=R6G*5LJYq{
z+rF=`jQan7t}hSQ{NIc@b#~jFLwnmFU1Il2+CD9rO;|B;PIHR<(Y+BxGQ`UF-y`@0
z<6Eimpx98xIcHjCO3S5?l~UUk&aW;-$6Ced(dnQRj(3;Or5Kiht?ki``eXW|^S1Jq
zDpLsZm?5W0jlK)h6m5@jZm!nu9Gvl%Z2qKro~8Y@BI8{F)D`k{Mv00gr{J(K=RBRBlgtz9L(+4`6dEHvvT=WXk7qY0LHZOwa1
zjc)2$sTyf~;Yi6p0o?1N12zHK6U78r#xD;iAfjc~Z@b0T;@T3{xi#0${D_6aaW}1C
z>HO-a{yko<7ME=wf-@66ow0o9xWL*?8jTXAqfAL9MERndI?BKA#?t0d=u&?sI|~a`
zB*2o?{jItA=`ixtVJqt&A6JV_t@8J%e*jZILM1G~$NLu1u4|t|L4LmT&P>0evWn~3
z5p`=T`fji8xzUDy{y;+Q5#Ywj2bhj<>RB)(Xi3lBLmd8x3jlIN>7G>7u1P+Y;n>d!p00mL1C&&x9cWD`-L=P6Ql7@@Y~w~Upp;XE_ve4gI)
z!X-agEhVowT17989^EGDR#j7D@$@4jot>Fkn4W&%ev4<|K4WDZ*ml;|a;&g`Q^Nfj2hYlZPBF_N~IMmi}H+&nO89gD|uZ>A+6MEEeC{&><2}MSY|r
zGVhH}9>vP^uxDUjD04(zU0Eg(=g@I)x%n6w??=R~*L8tlWoFYvrBI{TVunEjeZBdg
ztYSH!!vei5<8pTG8k1Ik1~0!;Onk~2|1
z#q#YeqFDoi4(qDLuY_=Y!#GxDwddT9F#oy)riFJO0oR+Qy^cx3PAdMw+Q#CzMpnv3
zVv!b?(W#-O#ds;i#K2%-N;}@#+9ie>#2|5bufwb;-xzj>mYUWG&YJ%Iq$PjQak+n=
zYi>GaMD;m2TthjP^jd66qk8t*M+j~+R$BR4(*{bD5h?o%=5+arf96`rmp_#nw6}$M
zd93B3WgLaaZ`|vx_>Z!dqWiBPa=Y4=uUJNJi%-*PJGTZDRXO|pKB91+97={H(a|z}
zGR)brzRG(U{UX=1tNGYnV3a!g+r<%O&vDNij;ViDZRM~0Z97j5%``dfVYdwcu4t7X
zRacW&uHA9R%L!@5hRq&+_ry%A7S$5|-+k)*Z!1Tp;eK
zdQR}C^USv)hATxXu<-xwBAuaMwm8GTO>Bb^=hmY*qocm`VP@uBEv@g=;&r
zu%ADFj_}K@P$s#>!Smov(c+KLP(`GIpQEI<(dgta%+pP2SK`8^mIl?)v5~$aE_(w5
z!3lKB3hKQlOmOcdT52w?Ry<43`a_eX<_grxhw^KIbMJ$%fdPV3^Gi!pYimiL_IbAs
zH3Trg?=ge1v%S1xty6P1UL$IME#spw#^a6#t%I+q%~UbzVXwON6GoJY>L=@i6aSI6
z3}BC>Eq{l=7C}X~ROID#1T_90Z5Gq0xmnsTK{AF$My>QM_0OOAUd594`}iLcEpGcw
zInm8(z(T>N@Ok|+Y;v-=q4HCilZ;Wvwpi}Wq@=lpg~yPFXlrZB_qUeH$;mlwcTx*@
zfBld`gDxBEXqp`pa|%5k0PIOhzL1o(KbX-4N$Nt^a!_^!R0di@m9FO8;?@%%NDf5o
z{^LWqBm?rBO`jY3ZBg0T+2P!4XTUHfkUQhl;&XicnlXq~CAG)my}rP6
z`{ys;#z9|kxg4Vsz5t+psfDSusqcj^fUhFW{A
zllNZAe_6E;9RtQ8t-IYyJ_+t{XXn9z0I<|SX$43wiW(Xk>e9bU6N!sCc{wsB^CTcM
zCs&F6(%GwHY^-zZ`NWuJvRT@7(cWFUQo|Vb84EvUj+%$EplY_8uMK4^>#On$3
zg4H}jN0$c6%vG0HDa*$k42?Z+;~ZKbj>%v<9ZJQYXGLY4uR@VhP%8fV_3P@{gj>0)
zshJtFM&u94hjbh6KS{ki^YQY}gGpeP_Ts8AMlluy4X2QGhyMrq&f=(9eslUrn-?}V
zbgY3taBb~iZ*OgH?~nL+wb9@pXQq2rzdqo$5fj}sGJ$_8aA`Bh{#kC@e%MCCLrRJv}Sj1o=pc6Hx4in)f3W-
zxvN1sW0o&gc=hsDWXA{Oc!u$Ky?nlnq2E8CwmH$@vnTSJ9gSMMqY{@B9ln(BAT+z>FtN
zYe`TA^g_Q36B`k0Yftx|gha!d=H`}kO?21TOc80xzCMvlKqunr)DGY`eElX%cdM`5
zu@VKR@bhQPsgpV#!q
zF5-d%5h{y2UQt1l>Fes-R^OZ)*^I|0>poeo$*@(YOKub8&ZTRy?qUv1_1!5w(7ICO
z3iBL{+|G$08#k?~Ong3tD#C|aa
zSXJ1;!Mc$4Lw%b)u$eSp?L6=&`Yei{4zt45pv_DCZ8Y~4rN|@luV9?
z+_s3z@BhjFD#oq8P^uMV?ANHM9E+Jx6+ASD0T5B|1)Y6SabfwXT@vdYCX>>V$`t}+
zC2z}?TEy`LVJHfLHKu?!
zRA!%kxJ-2G*0$~o@O$J1SipyXdcRrt#9#!4O;|eu?yxxh;|I0}dCNh}$c4t&e+M?8
z_81x(T3Lylronw^XXm1++4+%R5W%3LGR)_{U!}HlSRoA9r;GVyW$Aq~ieFDCeP(1U
zta5iXqI2XNd(V~o{smbZ0Y;r4+6=@t6e*#ko1B1vSM#SG#j}$ihiavJQT(>*P}J$}
z)}Boxg62m=IZ&_~U(i5VXZGgo)ZM#6o+o7^ThooQG>zztY9%_lx;ID(Se@+L5WIXY
z_RsbQd}cr!l!~!@`#aPCv*U?U_)iDAMkYaw7u*lZ+0kS|q{}K1DOR=H7yWkW6eD+b
zu3}qZ6AD*u4GeXB5xdl;Fs6+7YnugN56Q{Nt)M869D(LXPf!L4&(#x;VA&Wc-U8mI
zLO$Wmn;9BsE92E{5HdK}6`2iJ2!3lI5SX4LG#)8>Vagaw$gapx2+gaqAXRku2CBc7
zR&T@j`9U`ub|(EJ|7fUp!+RGOmdLq7I=w=DT<-nzk%X;~r;ws@=E#UT=>9$8xx>LB
zf-y0>ibzVzG?bE%2pS%2^@*elY6PU&_o^R|0zL46w=y(1)E3UH0)ljq(BMO^pT&Lyp5qaxr5+XqypxuWwwaFhaQ#!K2FpJMDwGzank3#&WG@UL
z;=T{Hb8GAT$ke5mYv14mMeKq|rF0zAbW4L~?bQ(McUe|#hhV4zsNHd~CC@PGf)%4DGaF8Nn}a~co1{g9`v
zFIvH*9oK%fcNCW{IGVhkDx4TcE`U?fvZ=RD!;$rTxhLc>7XaHrDJXnuYO1Q5AO?^4
zm4kyzb#?cltO6+e&6_uY@BL%(%W$)pSW{1@(^`x(f}yzl_~(I^ywlq9av4;fhjDQc
z)CXTfzNTn|1gn=B^?SL{k2otI4w7Q012dGo^fSBu{R&Q_-1P8xhbN=KP1{?gHKU0J
z`QmZ5sIVFW6K<$yKt=?)%<5?F+AuardAZl+OP36N0~>V!W>y1^RElg8Gc(iH^@GI*
zG9pe$Pz+@Sw1Cgh4Eg?o7bp<*u0*n%wF2;V-!vs7<)iQIev@9C;5+|qqNZpp2ehS9xLs*rTv&gTN!9sz3nOPWK<6IO^j
zY`=W@0un5+)Mw{r&bGUyCh)bBq+$`L!-YUif@u%5QB>jQA2UfYK*z_#hzeDtjC^>8(`paX@$
z$Iq{Gtn_^26$@|G&<&~Qx+On%@WJ9T#V;
zf7Q_>*n~nx68?XUoc{&ycO-$*Yg>0rX^0u2p1C>{g2aYlk`%{@64
zn%bWKZ$)5(JVDWjVPd4zshH_OCq}@6%dV#A52nn;S3}`y0K&Hmm1}D~dh&1e6UT#-
zwn7rNo6vnr%3W98`K_RUjd!I3Dmk&oCj_AIE8q<~!_%iV!^7N7qRn4$?r9XgJf4ro
z>XlaSbv$v<2e~d=~zX$?i#^vSrO-l%h-!kLEjl!3;O6KqsAG@
zcV>QGg(F&CJ8f^IUZ}i`%YNa@uNVK}m==?4YgBzcR#sFDJL~k?8X+lZ{(7L7STlp3
zE~z4R766aH5!~C0c-_#W5qQ9)L~t7|6mk-}qFPoGc>m2#`}_5H%1?WBIHd+y>o}8yd2tDP6Nu{~<;)
zMb?&)Et<4-xC3HX(Jh1jo;kX
z;e0?#3vEy$+OKq`i=Y9DFvhj5X-E`9T1Mt@At|;M&Q8{A&XnS3JQK$
za6=xpnyngmK(Gcib6}!bNYRzp{7540>g|mtWCu4(Ylsw}1-Wt{{~yF574ce3OiUhl
zP%sDAo#A3j+kVEoz`mKCAAjWP5)~LIZLwJmS;*Gb4(ikDhPWP^qZIP$vhXS21Iloh
zQK~m4HZ(IS70TILBxAHA*?)=|hG|msMPn7lb5RM$7b)C7z8e$?9q|2f;olNbROwUI
zpj^wir+dW&`%g5ItYMQ^s8Q~)18@->iJ!`jp%`pBHWQh@w7H2TH{94r1Ahd(^8Oln2lJ(zCCvabPDI7d>YtK4Vx=>_rmTzyT-rSFKA;az&k$ZGBrGlB
zFuDraSX*;5IXi;@Mqp^{+6r&pFr)a}y?-vcA(SQPjvaC-IoU8#92S=l?`7=n!u|1s
zT*l2mDsTuY7AOSwb!v(%yKe|!0D==KJUcs!s9-2^I>^cO3Bm(kwPe?}
zrFp93b`0EGD1RA2|R+)3_03Tz8vrn
zC7`Z5JUW6c68so$i=RApS`JI;P8?ZWW?!1{Rr?26$k56oeph64sSQAmK=~vlzGdf#
zTYe(iLHA#Z%tFV<;~+AF3!)nbf2rN&LED+8;7D{(T~m}(xO^E$vG6Jp(=UKJ1_u`u
z@XvOENdsP3oZQ^>4#(2H`~aJPSTa}=AkL}r`$2>@IE1r$xH+2vOuOUb^PmDB7B>If
zhYSk~Yvlm{3A-%0LW*3-^-vpLZAH#OYC!>Ep8fH(K+SJ;b%m<#%&)7^Y;E_B%ii-m
zkI4jj+S4ENViT*~UG1xH-lXFT><@U9aWZeTDn**KnmTFA+WufVIbMBRXrN3_Fi-k7
z#o!`b^)xM@3?&>kz8~TRLBww;U;)}5DTPmu_3>fp`h5D7p>D$XC-H+e0hNqn6fVj?xGvyL#GIJ2b`pv6=wv=#3N}_b+`^RfbP4g1$*HO6&`=E}c~-Nr+dCDb
zHjO$tpp~Qi>XomLZ_!X+NK(VvA^oova3Pf@RruDBipYrJ-aE7AZuuK#nH$PC0D#GJ({Or|01B`Qb_tC+YIvj5R{Fl;DWCL&9{bM#Xi|+Tj
zj`lS-H!)BIWE6N!g#&ZuElw)
z_~5#Iaq*|vp`o8Yg$zqWTv}Tij(cg&cz=hZBHX328ucC8Z>v5LVG5cYVCjCo^Cw{K
zID(kU))+~nlM~LI*gRul5_;jWlgR!$#l%p?`FTp1bbsKKd)^wqeNq1Y3p&G%UGBFAyss0{^Jb#zo>IDaI(m)ynJSj!mp
z=@o&ut}hGJD{Lq<`kOL_$NYcZjy`um*Wu7vo$zfTOCf8<;Y3O+^{FoJ6SB$MQ?Dn~
zRb$VP@pO!;G8egp7M6(Lls-Xo_PW7+A{}#A>LhkA0vLTqd(@){;Mm^n}k~G|BeKU
z2t9^%A35b6G@lvxYQ*7h4_h)5htRXQ9`GNYi_b%qf7OwD^N)@?86}Sk!vpR6ci#!!
zY)*25DnTWeZVI549sRGeyVrDdbZ%-qaB=Dc;_hwI*KAd_wa3lQ3@a~HyGXcK{8DM~FWC&%CHRprKbbx*9a>*o6Q%K#uYp4kZg
zjNx_6wY0F(;X=gs_Oq9r9`d{65i(q-rlJZUViwiV;0NI7s5cerXN9JtY!*86$g@+S
zeh(p7R(?oR;4!uX)a6j(AShQ~ELTZmzEzM8@{Bn03UVcmMN3P$_u|jGa&0?Fhy
zrw;k5OKc>!MV3YB@x*r4>nxcZ-;lY7FHo1|$
ze&m-gsJ;%-1L#0SI^~XywzBFu<>5^}k;zdtWw*;}or}#hFgA{2vd)Q2HB#u?7%Jg%
zb>%lH>n>89A1s|ey2xH}99FUBZ8S3%sqWY{nV)&}L%l&MLmazF`+;%8oqp(kRU_ff
zC_FPcTC?)-pBtYzEb*k;xuiH0c`{9zuXx|B0@W28dU)sw2RrOpSQJiW<+jTs@*2q3
z2Am?jMw*(y?^$!l10@alV0mF2a?C4Nj$x_*)3Pog0AHY|uP5;bc?9o~EyOrb151*e
zQ;<_|aIn8Z@g)eiX=PcjErKGb5nc{m1yG!W+VtYmlB2ynCIwGT0@&{Id@9$A`7R+;XOcln(*{n$QYW6kGleZweXI}?|?D4m(g*4v8k&`H2<5~Yw%fSW+o8$-S###%q^z|
z%G?6p{pu>;#>9k$`vhAR`bJ%gRew`=9t53~tz8JBPGS3xbu~i5ISmKJ4vh!8Tmn+U
zeN#>sR%Ja8>qNiFnN;RDR{Oe9Hxaj8m($OT*(%QvSL|i@U%m9w4>sNL$ep)8mQb
;6pCfMr3S}S@gdkuM9bQQo3ky?e!Lut7~Ll>SQXVhJQ&5Q*?&ydp|O6i
z)#cf@mlzb#S2DXWlX9qE=W8I~T~-!L9`%R4O2w|2ZO}d2gg|s^n?BrF{a(H#{N&
zv_T*&%FrmB=t=1gKZ`Br4)8HJJ3~7S|1Ki&(ffK~`J4W`Vs{&fbMA5LGJ2?9!7u(M
zca7%g8ck^qW2d3Syq<=rd9b1Ko3j&hr@1z>2%;b#qWYzS`2b74*mnEaJ&0&yy62*b
z?dgs>kxhQ9*F2G;@`truthv|E<76?8i4pC|VQ{=GX-Z#gW0lrNUms0=kW7*~^z0se
zyaH?R)x57)Inj+PN{T}3vUbJg`OcxanZBGk6C&en3JKM>Ssn-+?aI~`wzr>!-o<2j
zI=be=l9Kq1di4q?&Y$K*+1dDx32qsQu)mS=yNr0@dSrVABqZr>XD=`t54^Nl3wtan
z-z)zZ9XB{Q*qPNI3bduRYq;c}oKKGrFzP1`4;@+~*<-m(K7GyW>D<@;_;C)%FFY<~
zTkJ_!DoYkyzIIg|Tyd=xu|9Iey%D&m_bqGn$wGt@tJ1>vW}I>Et!0wU?N~>n_O{o~
z3=_us&a~>094BfEsm0Ex*VJs#)^i^>HTgV`zToYl+Z?jDq|g2O$=QADbKbe0O`Ahy
zgsu75_Pc#NZN`a-wQmL&ljbh1$A5KZ7`3XMni$?5i>N8F$xBPkY_)eis_X6!alIO)
zPcV?fIktjUiQm$Ujy9y#(6C9jfl1M7ZO4Osb3F8ZzrdK;`q+_K5cv$UY-3r@64Rj7
z#?#2Feld?7-`Wta=o<<&jJrV@tS&@b{w(?un)fZe->h1+4(!#xomu5jTq`s*s}Hm&
zQ1kagK{bECOAx3=6Ew7vr@?=DVkG}=eMg(WERUiLgEvOpZ&VWGs{S8*NMd+0ft%}%
z>(igOP#&>vX9M~CVsN~349QK5VGtWIU9_4{WBR#jn$SQA563KUjyF4+tG_eZ4
zG?t2mL|j}${8qxKM_h%AaLSG!O6gu6WKNk0H_hO6*!CaDkw`;0Rg>|%Xc-txOl>74
z6QCG!`_7tm{;y<>)%
zom9%}c<9Ug6PnYYl9rVI!%WlEd0K==pRoTKen!e2M)k5NPD}r%?AmJ4rUa_@^>ul{
z0JGe|k2vV7l^T3_jpv;`hN|ms)!*q$3Jh)
zF|0dcUL$BzR@&|A>$0^Vc3kQ+Y0K?T;N9ewVQ7!xW1iPD?oLA1e-F@bzI3VV&`S#^
zH3b2VgrAgo?d}Lk$d3*?(&Qh)NWdVI$KF`Jz?pRx=TV%WAz5f|$txmqvhFS^39k3srDuu>YcT2htrfQsyr8d1u0-Rj_h}3jaZW~`KtOa;a
zd~{v(3l3nnKgHm5UHw^BOtwh8$gE$&=X$EOHg=+`tNTqe^5U8|bp|t~U1bbb8G}Xz
z7tAngKYkd&)(FAR
z?@Ptprx`R}s~G)ca=r5K$`!kvqoE-@0U4RD+oWCu0uZiYQqVNg^mwMwq_}^sa5hQq
z1!e^y*w`0wXjBF|9d3s!o8@4H}xf(BAXeV+149)z!
zj=RqL>zb=&gUe$;MbfUH8Y(oCO84}1&wiy_FZC-jJp7u#<$+;88)8D@Yd5c#y~De9
zv*ZV~Uv*4e7%h#&7r4wd5ODjka@cJF!5XnoVmPFH9l1%Y6gnMuyf7JpppZ~uxAAi@
zS3d&_BQJZQCPv{`;ty~{Ot0+)lZiH3-CAmDO3
zTKR2wR+|S&II0>AMncw2CR79}H3N?QzozHpSPaSafBzofrHyN|&=qcY{TMZ{+*b2(
zsi}g&J7CBPM73z{)N+@T+15x^R@PpaAn+4t3QL=Vnnha-ca08{etY;}4PvhrE40D0
z5`!X1k~|coqGzY!#BeKm8q8>ulY6#mFzThOhf?sOEHAs6(m-Ge$J!tqJ`0Re4ZxYj;b=D+%q&l~+R<c(v
zeZ=}`*=EgD@70@qG)HbVwdhMRt328Ou4cE#6nhkVCJGrE4i&CQuLt(^_qWGZ-l1En
zZd2<7vFBx*>dd%t#mY<*WP`~tkh*DUn*fkIfBtx`B|J9b3j)E#Mo&Nb^QS7b+!CiG
zWj5;>XB3SV!(u}ybBXfSV4j9-aT);yWOHfVq&sNO5wSRGBRH*^OKVs
zdX~>xnHLfeU+mY!p2Iz8X&JT*4okjx5k^~?mGwEoV-s2KxaW`e^K?W&lf1T@TI%e$
zdk$K$VJlx;bQO8=!g058)s&P}b
z_3o|=mAmX54(~qL7cm>zmx+*7JRH1O`To6zGqh5{Ey{k8ZK9)927)>=BQ`KlQ&cqK
zTi`@}0C@@x@AdGIGxaR9G1X*FHMp-kvoB|SNTHGN9nP)*j%jzI#M9HWNX`>BMh)nq
zR91NTvcWa7eemcs)|EqXX>oC&8A?1+n#Dpcx$p#`mM$bLyty3B>ZtzIq%t&BsV7E{_R>`f
zPYZZmc0>dPJ~%row8R$P*;qDsUd!l+4>Q|kr_`1`C^#6Tr05tKfu#O9BxJR>RDXGb
zLy+=XY7wa4;Gi5)Qw-(%i#fg|nd)3Y(!!-Xws3g+eR
zB*G8X^T}Q2aUV{epdX#uoNSI&1eLv^PGW;})^ajRd;6
zN9G}a{``5P`2_mg?^02LW%1$Mm)f2SPe{=1cee*y&!Wq>^Lz>0HC`zxoqAK|XD>`m
zvoO6Ljew2bL)`~K!WApxhz
zb3V0*l$3+TM=%t4f<+-`MqAs;(8*StBAdt^V0#}M8_H;UOfx)Z>;Xva>M|cfMv2H-
zQQi+!yCS#e(o9Rwodo=ph9SHcAZB{a+~1dr+M
zoq)>NWTWKv7*;c=48pz!_Ym^si^X2p5vBjvNf<54so4p^Y!%A8bFHyky^1f_Q>E0h
zlE|(NmD+->dP?{UQ0`POci`3h?lZ3F$KUM*J3n&f#q!GX-@Dh)(eb*!jd!kn%ejR|
z-;-L3bgj3vKYNP$XALEYU-ze}wN?zX-eXC2bsg?bBJjWcG4io9ZT~~d3{p&yq8CTO
zpFeZhykVfAAj(qB
z!~Ju`RcErwhtkT*LQgCF5_Fg^f1p^jLcL)hbXmXvf?_-gKp`_a_}LG}D;cg(EJ8!+g?lWoCb43QmU}3k!>!
zq@*MS!tlil5YI{t2x#9MLVYwEh8yh}`zCNQ;8TT#g)Q0OBw2$%AKDp_w{74PN!W~E
zXVN}+08%%mT?sG1HVT*F>Y4;T2Q@;-d{kefTQ9Nd$^pc;&}P$6|!*Tst?
zg=VpSeiE?HfC)A90D#bI|smZn^D9Rtap+a1Hh
zk$5?;tKVn(TUlDh+dMP*DGL)7=$sxN&vkUByMBn7AuD*_j#t5nU?v%m1j!Z1p06L(
zT}OwV3Bt=rZd-u)5|rJKkDmk({It&kLnmmMAA=nCU7DU2WaHzd<2sW8=GAZEJC}>BXGvU2!QZ0j3o!O
zHo)7O8XMKX>o$^k`UN~TA)#5+<$!rIIiJ%lUI!~#_5>s*JelnL{LxC+%HPxM_hnE5
zd$g(w+?~eHWF`p&psJa&lo;j5$;sK+*a+eKRUDjIVn%9ecDW9&q10;;6of+o;%D1L72_83syB9CHH
zfMLxH(c7Qym|%tFe6$Pas`K_dzJ5RGmr+Yb!A4o?d}IUG#%5+_yRB$J)KbulgaanU
zTU(IDYPDlb_O~q@A8Y|n5Y#lJrKMpy!1&A@a|=Fu_UvePrO2c85jVQhnkX7
z`ub%qJFyZHI~ChG!>PALpJnXs_^Z*z7b#u%Ok
ztSJijGN*&CMo9CD%-uipIUkBZZqd1)ZwU>~-7rl{tW!bnBkt)3Sf!u?YG`IAwF89V
zOr=~;QE-cYL_^aE?m%=u$E!b_oSdZSo_ldk0OAqo*bv7c;u27V8sG21?UHW0*Q!=NAbJzQQQL?YY>vs=u^Heq+%=r-=O-hjf
zdv4G9ethe-u~GO+NGV%de3`u;QA@06zm35=m&DG*)CI)pyLaDT*@O!@+FRQiAxr|l
z?F_Y2*w~qG`NEWjt>XqE;TF#T%yN8zu}aso-Y}TCdG2t?kbbC6PELN)bsstyd&;iI
zl!MS7^hd#ept**Li3#&eyUw@RW+lSYQ^>)Aiy{FQ=yG*ygtPq~aHgprJa_>5Q$s@z
z<5lnAuHFxGq9)7n{swSe<*K04D5K~>0|!Wt0IWU?3Lac|OhM%j@4Q$PWp*6w>e}r1
zCg>Lr9IleQyq@;MW+OeZ`|9w%Gm0)g|82d(gLE&$9wI7uRlSL=`@O3ibTL0;@kBAtAd#
zSHkDdpW!elFddB;9Ruu*ge214-Tl|EUm#1E2j8$!0HK5*b#j)O?oH3n)DjKa_)ZS6
zfpLC#Nq+VK=z5nfUFzAKst+hWpO}=Ci{;GEUkPGk>pTOnapDUAuEcme0U==rrrz?g
z|J}QHlZUCcwzkfiwQYdi5*hnyZV2ahJq2M$Nsx343L+pN*lMMA*Z3m01`!9up6qWr
z;^5rV(bpG#{+!i6?)!I?@GxL(i$0$?8QlYjS)n;E6+|f-zfke)nQCdlqWL-41xps9
z0yt1MxhGWJc?<-|e8#)Ejr!8y?%LseYWPe6b7$&U!5tMJaaueBgz4#13R>DvTlef7
z9Q?`oU0|cH@x(5*TIf1GIU1Db>#vq66g}HhX@OnUMHIxAad%>H3;5rTKY`N?9Dl$nA(TOFsLbBd
zrXRKqqN|<|GeK-+zdAZL#>dDAVXXdgNCQ-PHaB4=Ua==Y{5{Vgt}TUAZhBgWoxQN6
zgbNoJcUJ-K01DqQu9#R@D*1*t=3d-_!v$6-bUy%>3_O0{zkff_PCUsq0B;1s2MmKI
z&TRndTyE*kXoNRl@k=~?nh`QvC`E{WS$?v#sHmv8SQ?l2I6%YI5$JUg12;D`0NgGQ
zy82ZOfKil`mdXZrF92p;NLHOG3Ly_XdWc(2W-(&;aGaew77gADd5G?8Nk3;P3;-Az`2IwR0;zPG_<dgXJVpSD;vhY
z&CD0tDB%p>T^Vj}YH~5P(V}Kzl7YdhDu&oLj<==x%nuf{)=-`S1Szw|5JU%k{W@*W
zp7a?`b~!~w!dtfnU_*sz4DhXjm{_W8k|caLgq*nKe4wITh-f2fkvzH1Dh{eIHF|6U;tvo2ZIjq#B-s-@vyS8)6vDBq#(@BfoW;dc7!p+f9f!S^f?=HT+X^*E{=xTOO!i8Cihwx=qI{8B+}Rf<0n6O>i<
z_WjSf=CK+n7#JFCE}6V}^ZL;(es;?J+HqwlBfD{EX>|4VbYNp)uOZB!SyBL_*p{)|
zd_OtkP-yqU<|k9+Ljps(%HUM&5~9e6S5bV<
zLb8IPhGtGK51?!UbRoGsKru*&Bb1f5#YIah3}lm^vQLpIlmnc3EvleFI@fl0jr;YR
z*AO`gu|k%?$?4bIxoW7RQ(%?C=u@i|K-h7q^1|;jx)!JomLwL;u9imv>;9g5QE}U@
za?$uiyf|*a!O*Ri8
z?#DR{iit={3kx!2k@-%YpHcYUn%Qtkw0=ug)_PP_eIv~a8k!f4jVV0sRlvcpT^+Ns
zja@42iZ#578_)o;?DW^A{x1wv_o6_kJ8_64mRz6#3Z$(0`4B(JZKGET3BOATphogDfNaScJ#>i#*Bs8F>|s>FH8KPJZ1=#od+2d_j)
zYnVQGBbO>Me~;An{`6G*ohc?4nW-^oZ_M^tyGfsbh2;aP99}pi*RJQO@2lOqMQq2Y
z}uTjDb<3P
zfuk~Lf6Q_D!{awuHINOasGl=96F)f|+$uY=>74Y~*vOu$^ZT}1pPZSgQSo!`S7W?l
zhI(F3PMPzPjiF)0IK#fgYm|att9Y|Te|XUPZ`
zOa{jGgqr|kAd7Q}^V2d;g`ZY)$2^97Kv-g>`H>AC!<8$*6$7;)AlV>(#EnOn9Fq4~
zgfc{5ijD2b%Om4`IH(PFmH;F71BPWO;GK|g?})3=EzdPEhBsYTx$$Lllr2(b%m0B~
zZ$%ydYwUXc0`QdDT{fVPThb>z=Y0!BMRC*k2mrzEiV74tuC?83vx6?eFYVNWSiK$n*#Ajv-W6;p+
zO6R-4FW`#eK_L*s{$MjW$HFn@F@TbLi@ipMD!Z3(d3jEn9?lCe3jJ9nZ
zC;ZTTxIJ0H9ZpWsecHJ{>P$ydeWIBrOMQdanRnL^f;IPr^FuW#MOinE%RaR^tDW4`
z)LzxE^WF^RRGf;Xj6t=wKNE>D#>U9rUNcI^&mUW>Wio=t^Cs&8YDU_axVbtwpd$E7
z=tSH$EtAh(U5;O=s;H3M$gkj&)$H!75lJC&L;eF{i`#TgV;%9XS1K7Mpl)YpkR5Db?iAC97qFJ`rAYBCMO&y9%gXX7jNKKdJq%c%0A2B>A6?BO=dtL);7p8ql%$otClD-2%bVt~v#QJe
z+AZ2`tA>^4EY)3HFOk8b(K#Yxn7`Q4tFXE8w-y&e}bj0tdq1@!0-f6Gbw<>%pV
z7uF8E;k>KzIB7xU)Pfhf=NQShZWrh@=A51wqjL?MZC|X!-@)jlQ)GDCIxsO9^VN#?
zAaafoxVR)B&PuFQDI+ff9v!
zM=aC$+!J`=pPPR>4%gLuU*r~_~l2&YiQ!e-;RBNJ$$=B7gW{UKLbwd
z@Gwk@6=+VmQ#G#F32m)91Ub$aT;4&p%@2kZxEh;
z3Dv(J!y6A(I6D9F!1s=DfuHzq;${_U3zNL=N7^43-KSa~{kL(uqeXc;nuVojFcpv*
zdR^sN9v6|5b-IlMY;N;O9RY#K;w^m!bx?0#E+(LsJWZS0_cO-9qIQ3{ZUs39hy7yM
z+NQ4i=lSGlxwV+lBXH5adbLEY!h&LBc>$l&Gc+VeK=3DVJwA`j6Ek2FzcBw86*bZp
zExk;R_+=(@{)zVQu=<&?iQCzTz2!ivy}g+{m(B5_!m%gmr;lpO~YM8CW3+wM|mZ?2-Kd~V(#Gx!gq2%f@8b|`ub
z|N7;v%*MSK-m^>UxV!oVAfnFd&R>Vvu7d;H-$DQ~<*(MwnOc_yltxYrjNK`osmHuXZvu-W
zEL}goEKJl@p=`6iM4#9SIe1o7i~(*?DD*5tJwGu86V31U`oLp^5*Vd07wv{H6>nElUfPa`2v;o%
zD{^f2Pwi(QTMN@8K@rMh=-a!UKcg$o!IL_~$j>Jr%4
z0uA6*o7_t+6?;tpQe=pU&i}a1*Wx3LfC
zI0i-w+&JX&ii*M*pyEgyi~?CIh;OUBtGxPaF?C
z@8EOAXLNeu`B
zk|j!3g5)e9p=lJ!p(SUKEV0R%=B#$l%s2DRoT^jbANSm@qa#m4#k08g>BP)YahtnD>s=%#?xlNyJ&t(3+b7p^4zHc%_HCHe;;r`7abbGi
z;e^+^9OIn&sp3RYd+}?7N8z^lAUlwN%@B$m;Dsa-3GfKvI24N(w|HBzF?$E%WcpX0
zi#K%|HD*~H*7=6m+Q*NkmoW0m$*Uo4^o7hTzyV^c^1*qB22LZ8m!jPE0?a{2>OWB2
z-clS>lQfa`P6dFi2c={rqynMw9}CQWFIK%Vy9^!oLwrL0l`3U@^iPw+v`|UfGiNOm
zXv~=N*%1#;Q%kD$ge3L3-{pOEcHolW%Si@Q(_u*9hE7&ib|}Tv(qf6Ybd`mEJa%Wr
zM0pv2F7_!VhhBcIa%&OY`)+B+IqNB
zgn>a$GJPuT5iy7&O)K3gO59yHVfvJsphLpF&KW>YjT(arGBfFX4!8REdwT9dVbWhP
zR=uy!)qaa<4o5tJLM$RerSGUz&-VVe`IioB7rtYdfodsnY!`%(K>>TSsF)b%udccv
zyEQX52ni&z+vz}hh`QO@7J95rrWc@N(5DvrZR8XbxcD*H&E|*^{tEGGQM~U^bGo|>
z2MAuUUfT0oN|uiomrT6&b0l3>y&=Q_)C~QdD}t~5jVvvx&1?{e8o#QH_wO}9L#2|@
z_WE#_3v~}F3Sz%{!`L{DCzwMs#bl-6va(ZO5iHQjd!SPN^zlrWYD3k+^jFtsa)2$n
z-YImB9$H=1s)U54Zy(&-~G>^S}Z
zTC44qK_(WK3Y+5<;JvpO2JPF(=iFU)hKIJTs5L)K-SBB@X_k_-GU6m>VR_+kocNGe
zujZBH-=E1*5{~;rMaKhSdY#H
z&Itt&6$@Cl=Igo=(1ZPTOM^3cd{(?ha_`Kw^70i9diIsyfEM%=!>|CPYwTFyG0e9F
z){7B$wpzA5pBotw=H*pmjBuW5>4hGH;lFAt@rHAk26Z$vnn?D5^ne3l+i{6hSGVoX
zKJsIWAMGOiG(PuzrB+bMIrcn6roSk
z7jt!N1yGlO9{94BmSw=RB_W@|{9xM(G4%mT3eX08!UqjU=r7MV-BSybWIp3c)$Z{C
zpC7=gUlp&Uc$Kd8T8eb`D*-(y13`VNT5*gP)4!ZoSolP<0-2DI@XN}>>=S+b+k*9f
z2doepj^l$)cfef%lH$HTks6~~%=7j*wK%O2;^hHK5Y_3EzO2JscbNRq46G0oS~8Cx
zDLk&T9J=P-_j>hzLGg*6&mj%DU}=UU7%I
zA0K}-Tsbpay%139YS*2bFOiZ2gH=wb@|~{YVs3E)HH@#-<-szm
z*1o(6kO2e!pGoB==Ei&n@|QC+cUQd*4Dn~`{Jz8S1TZxr?Rn5NWJw`T#QW$IA*4U0
zbgdm7>`1q`UzW(|xA5bK6$+>QgYfh%Gxz)A}N8_-~xQ{8GU^}pC$ZJ=+s`r^-$&E&XYC+@E|;mMrO)q
z<^kTs2ikpe!%zw6j^;0Xb=np@gam1rUO!5y{uR-)QQ$~^CkS;VG(d=6$MH&gxjRlL16FVV-
z*NCeIT;IbU6&~L8T~g1F@cIPVgQoJ|>ZjJ-7Edbnh~@1aSNU=S12yc_g-#TEn5S3y
zDwc@*WlA9EMCpyYrr-I51;(&L^15w3v=blh0Z;`-e-K}tGaCq>4EOc*<+HlxvHK2>
z3yMO-9fwO>^bgMpU8Eey(^jYFrw|*f$j`TKnSPOTc&J{WWiPfN>L5Qf>dsDYd|Y!1
zKwW7GOZ#Murq=fxKA;KyUv%|=%Y%@RV;eOTe9m6yaC3gN3iMmsxy~h~9VCxl+_KA6?h9UQ<_|9z
zlTmQlWOkL^ecCbR7rH_$Zbu_V&C~FX=xU9?4LFp7snl&ozD7GAW5JnQk@CN5P5ues
zOv9?1=76#!E3d*8V_Kjma*iI*2$3e2*E0+C(~%Z$B_$V6p>$#)-oYaxK0YD*)!zCZ
zaie0Ayf72p!~73`f(i(P0tyPcY`ER1lB3~s!XtqhLC&v;_S?+FuuxA-Tp5JjJHhTq
zt1I2dr(~(Zz&gJKNy`3um$|#n2#Y;Bo7Dh?fQ7jQutizVp`$Ff$tcj7Uz`=x&axWL
zJ-Y+Q;$EK4(XI7O@c|fMU3-n+F8)Ap4NmQugTS{afpm)l#)<
z#D%NjQIvCs6&C<_Dx~^}a&_YACn9E-s_m!*@Z}Uc9N;!~?kI&*>(a4o^Wl
zIzzERxFr@T#GH{~rUCH3eY4@W6Y(F|Fm#6@hWndYt?Ih~NkjR9RAU`nW&6~VcG%z}
zz>bJ6&@i>`6uCKN3ecgD)BH$}cZwI>fKEFVP_wSDw?!dZrzR)QTm*BUeo+_9bZ%+o
zIXZm$qhTFs_?V0H?y6q#uFS~9^t1&4TUhLgrF`$RhACy3ffA>f++456ZH0f=0$5I6
z0vUgOelj4q|3}a-X#%}j8@Le8$HL`Y5OzjSBng{@L!!`cE(LV5*s&8Uiew#%
z)Cjm~LPd%tFU-UK2&$P+b-t(1xL25ou(2Vf30b$v`O7Ilq2TRz5xhYq8@n&Tu=Deo
zpL&6w$MCx&%>Gu%ob%3dO8teYDI-u&KO7BL($`11y+yx^kS@?cJ~uIOKIns4ba%h$
zid{oFscLFgKn781n{f-=dBp$RCU1?OQa+7x_*4X1-{PYAhisV9Dvvj<#<16cVkR?s
zef>N*QV(Oq^i@=(&e5A3AE(r+OP^mkg6l#ZYvFqr88_d^FN6{mj)5f69KR(Av#Y>
z%sLsOE|@>PIyYJl79odM)C#3QTSgyA*e4N2Z>{M93?v8XG0e*i_r{g*M}uq_nBXH5
zi-QXCCo0(;n2eKUM+@4KP#W6k646b_O(qCz4BAgFFYPZ6A-&`7YAEa2t@m&d6B{iw
zH!(6o``>opbd5yYUW!Oq+15tm`D!#
z7jPpzJ=imzX1xU=+ilizGNKHSlG%(^8`#`>&AHXqEgf1T=MWb5%vRxdlZ$PCUm1sM
zO8_1?b2xP5+;)G9Zas|JRpnmtz74Q>xg$ZW0rcAg{hfms^n0NqsU8tF7r?>e`G0hP
zeL?Xo3JR&FmF=G?ySun^T?t$ltyC13JjzYmvlE3g~R&mZ@lc?_E(%-!qysS41We`qMUis*cd4>4Hv
ze?cvjkBv*M^J+MgVVZX@CyuO4Hw51fe4aFmX^q6rJ
zEsx6xY>7T-+sJO2<6aBRJEVd2TC`u4l*6mO%)IzlJikVc&8SENTJ5>%X@I*)*|hum
z`JX68nuD$GvlW%WcSPO0BY{i-hmMY^Ou|zT49W5hsgc<4Ki?9-Fy8j3_2RXKhAp5nm(&tF@ZH#N9KnGcb4`t~|WP-jTq=icjeH
zdvv($Qw^dg^Zmx?oSoI;U+hC`H2X^$u?{$uD?MxVko#A~8-g4s_pF{L;1g18@`-sg
zJ!@Q8Fb9wcfoK(Qg&|wsIRw`UhSI5cXc2hSp&kl(_>Z2*^#d2=$i&s-Sk
z-#xqeW#u6Oq_X{CC2kn|0tJE1>EHgca+8&{YFZJ~cChpIUZ62>5FW>#!2iba$7q$9
z_JV0BD^+6&+2qiW8yB6EXu+8*oCZ$^$FWs*@)w}!P=vV{jbgfk0EDrYFBTSO-%kfBCPt?
z;D&7UoyBpq<4121v|i_Au1(F*f8at2ZES(zuDvCS{eUi>0Z_%dGX)~gK`Kw&Saq+&
z^}_k{eP?nND-p>2vX1X5RiS8QHY>L5RzO#v5JNL0e6&s^<6O@{CVU-RF3>}c6^b$o
z2<&xdpuqLZXB8GZ_A+}hd8TrStKY2>%M=7{f>l|mUSTw4{-_f
zJeN=T)wmqV^}O@Hg4;zmKtzME_|L@4ub5By`H1;-XE1KmQsu)cxE%sg<*82@K(Xfa
zKQ_DEkAPlB1krX7m~!IBi9ddOPexZ5*LnYdKBeQNC&ypDdU^Z#uBaj-T~K5?e5ty8
zeUhAts&OzrIT;cHMm3C+VewPUJVS=M}ysF<6)Q208*s6xdqgPx)pW~U%J1-S~uWW25tq=h5*&iDCs+X`mY~NHSs&`
z)0)jA-9I7`la49B9yH*w*+)O#MVvba!yb|=Ue7OqlS3ilUNeuD3O^b5okFYs8QJpT
z9+b#;O{x}$@Siz_9%
zy-f}Te9lr93$t(Pq$HPR9#_&JZ-!@+c@cG``rYES$*8G80Fk!283YIKZ59?KB-rHX
ze4alyf06^@MV~Ne2PZ@8agf5Hc>=iDbx?>p>-(VHZI8P~fgt|FIsFLq`sB3}UN1d)
znTbiCm6c;>hw$SN2<9NCFVlok1vc>nqIF#9aP9C6jh_6d&V3>J>0e$SGM9z6mqtNn
zc|fe_`BfV=!2#(3J?k(5k?E_PBeiJu$B&-oEF1-NK25DWS!xs%6y~3Ds}ugB<3Mh@
zgh54rdv-^&IP<0N_ql&i7@1jFA=L9=AOv?px#3$IL-8BE>`Y9uYBoM$laq$Ps))>9*BjH|5hbQEt2Ab~hyQGN@?J>pO-*+)o&Ij&6ttcXZFQ($ceW45=S`_X0Q
zgPl)UON(NU`HM&MF^&QP`8Zf{Wt4^jBz63DX{pc_PhEVAKJhmu>^0owtG_#AUhrJK
zdU0FT9C$78KPbTv3e$!8dH0z1Gd}Hq>Z1aX7mOc~d%S?ekwjtV#}8F>#l>$xusNxV@*T=Aw?%7z(BM`oqY%s^{NogPNI>!X8TuJ#X2$2}=wcrVmajVi*7<}1zNc4hJ3skW
zR<#!VrNSQA$(-TuHgA-kh8%GIkbLmK+V65UY)W`|5)c0ZE6oK2UFQ1yoBldVp_&;a
zW_$C7@A?33_kBuGLVmIR#DsbxKbl}BB$NzquMj`$GTZium-moKl7Jr4Sxk=I>%hp)
zvmr`vT>n@f+9IDYz@r{qeh6$vUOv_@GE!BcW2!Fz#eOjkrVM
z>|ck%_-_z2pIY|w2fBvlZ*)zdY)pR8^+jcU{esj{hu=hv0|WOu#tskN2%Qvf-Yl`!
z4gRbUOaChzg`=m$5O?&7M$q3!v>xha6v!V#*$L_6sxf)Xcpx9_NLE8&#ePwH?wT_$
zz$9}#gwx+R`>H>jeQk`nrTxHhk<<7~dEF!0TE*}9bzu~z9}V0rj!b8M=zH&HAGc*`
zUYVj(UZP@=MydI7_t2-l&Wt=Qrhp40H%?r;_TbFm$2&?_jc>c&LW$)owh+>v9;W2_E
z%ErcH;;sL1xwXaObH#+;E*qvDL%jOq1r@YNLjn4+(5QErH$ZHdAPeC))>`dop5VcUQPe`tcwbx1i;-hCDk)
z`iZtr1E)~fvP7a{`#D+|K6>MQW>(R=dcz~^fyb?5Np}C&mFfi37jco~_mft}ko+A3
zyK68loe;4;-zX&|1>g{^`=LRb*Tb%ZTZlu0sW(k;K~Nlut}xpf^O$8wk_6h%Cv3sB
zx2N@%tRB))J#L9;hF6rzI8CZO%7zI3lsB8(FmjU&5P{4-*m?5r>@_@b^?b
zfV~e4B<@YR*I5c79WG)ssN*BHTQiddD60%{12KKKwHYxtJ~R;r2ch|Bhzx_)6(qOF
zQFc;N5-@kArMbC5xcG+$$S*}jj6QdH`FQ#6ZpTaS%dlv-w>2E>?I|SueoXMf+@)|W
zL*9o7q}?zu3h*Rxe|Sn!$H8>g+c-+t3Q?aoG99L2)DZzgjc
zVtQJ;xb?g$PDvF{Ko3)g)Vm9YhKG5<0yA3d4q(giK)vUCg1^4zhERU@m5K^L(V?TP
z58zNp7L?yA(J;#NktTrLKI5VW84Qz8E{G3GN**dHeHy2~O1!6nbkA@(xGJ70rL4TJ
zA|N1$^NE!>^_N+R5sQzAj1bWC+swKZxt%GEN^id5^QE*@g@YD!usvwQE!?VV&aSPm
zZ?3)q-@O32z5l+@rT%y9bHoamku7cI^|z^whWu{FZ1fC_vrjB67R8(&Ju`lQ%ZCcf
zfL`YCP&&u@gPgDNU>OqW{`4tnZ%5^OD>E}DWHM2Bgliod?KBgUb8y|TC9+vMghtSA
zlZf8OTrO#8D>RvWba~u~4jiiAyAqm>!O*rEZ_{^0JYTOptxQWxgGe0WNit(@m0RQZ
z1_zLv9Q?Jo5(OGGR8%EU6~HewR+PE5H4sD8mm3?+D80YY`JBebe<8+
zIY%_rsQ`9A!~KE*v6QFshx`l%i%o{RcErFLkfNtdnBCvw_9{?>t~OcgAx!gnNbo7i
zjZ*lgf50d(GlVq4ktS)8d0-RWUf)E_*T+;;eUncZ*vPZ4z~Ko%dH2;dV5KTexV#k
z)x+z_srU{HozMubE2#CBlu%JEMhdZKsA=atK!i1_cef&#rW!&q$2N~uRe?gbNS=)C
z9PCK+kU>~YE-ghSxJCW7Zy5VReAsa@aa?f(JSq
z0csxiQ%AW}gCZg#t*G4um*``$^9H8V_giQmtOkSloHGD|a$Y&BzLJ*q1L@k^w|lJ|
z96GCpX~sGC>2_U4J(St?mX_xooRYy6I`_2iY0qaevO5rZFXX&%Z%dYhXKNR{v#VJD;{26=amX)8{`o_ubHIeO!@I(SX|uD*qDKJhwl2&q`!Y*hOIo2snq4P
z!z-u9aYBt$up^7fAR}qu@nnM7;cEA5
zl?_x@EtcVoEEd`|tX~LDo3d)D9O-momHz`j$7aRc9E2q#i6yVX8Nza#1-aI+xX$(h
z>XTx^7{q30@riQfGqQSu0)kj#X`FrHwJH5f_X)q&wT+Eiu>B~&aPx7LnA8f3zTl&8
zxb;|7tPQwc`O?uYyHZ86v@t%;1Gy4kSSZ8Zm|a#DO>~vk$I$p7T7DQ;M6T
zFVQQ=2qZ+u4zam=XiB^KrQymWLb1cU1Fbw6X#6w28d?Ji@eAcP7=*ZtTCc8oDOyp?
zn$pG`3;8t^tYRMQ22!hcELdIj$2~==b{_A$y1GI@f>ZJf?9*sR1j0)?gqmuJS^2U1
zq4Gt?uPrS?f%@+4eZKr&bBAM9w8D^%g8eCg1}Ry~p#$zCgfXSLRaU5|rRU_ZI#*cq
zTbnUuSPdggi!{jCSI1peZ&nEA7KvC?ql!iIk6Sg|-Ke&Pk)_;o0lU*P(bp
zB2zZzh&vKRj`tU38RCI|LHUQI41rp_ytH(0qVW>&D_##yz&Q>U)nw7pWTN7!9bIC^
z)tci8A@Qc5uwQQu-vC}hA6n(G=m-Q~yV&uMXPl-!r$Z^~%q`88Ra8=+PVMe0P+4kr
z^szxTIH*tx+b#z~(rC4FU}EBOWkElHyII}UIXP#bMa@u{j#Ag(UQ3)^SP&;D`ts$T
z2Rl8_&F*%qt}yBO3`}~M9q!BfWIxxId`wMmydK#MiB>(h1DuEaqUL2>iBAXF(60*J
z4?N0kjyZZS6C_|Kq-kaNVzq5=Ex$SZPNw%-4@x$o6!<1U+PtJeU7GdvE5nT&a@;Uz
zP%}C*Ia!_418X0?L`AX{8+69c4@D=C5LYQk&%iT9N&n;9*duN!rM1p@6=`W9rn!m!
z#Tu4^%%;}%n?A2zIkvq1ShKHpp2g2~d8;12Ew`NM=qkVA&3UY~bwnmY0=I#ZONOn_
z*N%^4MxDkDIb$0dETP>0=KHRG5}{Oz;o*mS_jrlvlvrTNIFDex;o7sC={z)MOS3C|
z<)FX+TA{eVW0ou|dT&3FgODc3o!+vh0R6>j%-O>F_eL?b`2LhcI`v9~qUiZ^vELNs
z9xI|M9a^{h_4U_hTApi$;1WYP?dWE@y;8e<5TBgyZ(rV?pI3(;3aE*TiwhJaUz`e4
z`5-@H^y~Xu6tNCBwYy;S1KD|t%l+q$^PfY+nz^<=Q4iJ&Y
zd=-Yn-Dz)~KZED2(3X~dOep|9(@OK
z(eIlSmB+3?P~cr;u9YLJGa&%5)%?mp2}!d9Tu`dmQCwpYDyr3+VN3yUN9BE
zw1lsUSY_eh666pVHBJf&32v{9j+c8Pq~9xN2l;^>3KuS%^{!dl2G!X$Vu#gvGkx~c
z$J$t!Hw9T+xfA-Y;iGtFT-sqwruXvd_82SXVq(G|cSM_7S$CaVr5>I3!0tI)^ySys
z%`6;XI2M&pccMxHyWu!5v>N76YCX;azscY=D1@wr(UOw&@E#Ae%!eu+
z^v|3*s~nFQ+I5G5b=U^!dW?0auo$j%um>-TE5^OhqJO1)3}Ljjz>y^nJ=iGt$Ga7=
z$fFp2vBTfqHD@-30wR@7gcG1@ND_e%#a_{)=?#a)zN!lOp<)x_QlOmTjFia-FITH`R
zvISnkvMeQ3u9G{*oa4M(9ed)wU~a1)y|LMNTPugZ|Hb4hSKFopcK7z!U7RNpv#a{^
zbz_`f;MHyS#;P-tySkHpkq-}Gj>{hEq=NF{MJatLrd~Bl1KtMa9DKz&Ch3)I`dmM1P<@{~g
zBfjd&;k@FSCb|Bn3cM$qPQ$g6UtO80Bl0;p@tUU_ktizKt)r80jvjK1AW&_fVadPA
zmT#CD+DQl%G}h2sFd+@x5+86A5gGluOANwHpD-{3U3mK)F4o)I`>|{*R7A?&>58{t
zvQx1cS`-{dtNxrq+QabI!KK-y_@JdtQ*#jFYM@pp3?(2Ate;oUf4ohZt3ZzAW@UdJ
zcXms=?&s)msj%psqE$M23EkM4j&n_!)pRJz6UJ}&dGIct!>x9nRi1ga_gJ06ql)Lo
z&&f&o0OG+_AE&=ZM#`3zg<4;KdC!!`>@ATvjN?NcIX;9OqN1Xga6PFJ;5EBI|6}A$
zPG%-UtLjxZ1ov>$^Ofo+_}-vJ80_hZeE)uaSwymhMJ86@=&|5%6SMH)8F7NpxkBe|
zi2QhJUhr+fr*rXvblqvA0z{(NS`5o=<}(7-63Dy#Q)+zIT2lo*4Qk^l@O*tD2_OD^
z(*GRuoYpeu3Eiv2-`{Z&m7q_t=xDBd&o*fO+*pDaf_Bc)LjbE!ShETv3{mLs>G@z^
z!B@sd9TIy-<&o;sF?yd|J>=6aNdHVreiIq{_B$o?{o(IFPswMWIhie@k;v(i#hmr-
z-3N0I=k@d_js4k_HYB~qR_BE>YM*@EhoA%Fi?#mnIKk?%(E2|6!B?rG*;@eJS8zQb
z`vL*=hM<256Z!S|<3~IibWLXF*OU})fti$@$mSALG=q;!ayBM`Iz;o?GtZ?AIuocQ
z<;!b!GpedAnpDELOOlfGB%RYW4u3oL
zk7idr>^qklQ(nK+GyF2x3Je5}QV}&tR0mttb-uY`$4hDXYGGQAUBhl=I<2S4DaYFI
zI2qh-_YrV&i^+U%YRZ&imU~n)&^y@MIjH&M$?F?fhT#v_DFx%3jUkgREnU~z((+nh
zeRDGzjB=dqNc`hxd?Yt*U!l`Hr>w+Lq0>=te021*nN5wiS18IU|FhX|s^5xnci$7;
zm{JAU;?biDRaYDjGd(jyD@I!IvDVFP4>7Kr)&{bI0$tSD&z~{`6>fWWl9DD)ii-C=
zQ8EmF9+JCi4gnZ5{hVpVk~mociX4N?9D@O;TK>85Vs6{>#oB*=PJ%RU^0W!ZhpkJ8
zT{#H;HYLE!!ZO;{T!C1YdT0bsK&w5v9U?v%eSR-4f>~u|cG}cb56y-d;fx6?NhS7V2^D-gBvOf$z{`LC4bFYW5+RuW&j4r$q4+bd`v3VC0@fiw^1k(l`f-1fyFa2atyM&xOfl+-
zNl#rC#=N=3{oj?nO>V#NbUy^{1iWcQgS~Y$?w)~osIdC3a3_)@I8&Jz*NKVu{*Vy-
z&?>aGH9)#mhK>}N3~f-$1O%&0K9)nfC2^H;pFT~9x%^l8Lbl^B*!!LM*?9$?7KF*&
znX3-O+zrZOGk6!Z?Hj#+@A~g1j1LY`J1Kk|)QGQ=Pp`_)t#an*4Wvr>Q^!nb-sP@q
zE5RLG&tVE0JG%mOt{_W$kMPM_C(AgrtH0e$Ses9*JKJ$7$^_)(zkyo0ym&uc7u3+J
zld>1^sX)cz?{qD=)KOH&@!mi~?M!QIm1cIRxSFTc?qYNyee0fU*oUq=i~t)DgWf)K`$4o=qZR-^f2VHW0bl
znc<~9qk0{$iB?(kVrcW%mk=8Lz8YZK>aZ{kb@hzAR1uSPV?srz=FipDZU{qVE33Td
zvc4}_Dx)GJnb>%K`|#an*jWJLL||(a6hiw#r6eU4x0393#*hHn0(uZsZ>TGemZ^AM
zv}eE*ItP|)2A&<{@^uoD>*V*4+XyRwRkGvaP{{=uF=u&~)@N8jm1k~YW$*a1udA!t
z*6VopdN-^p=%6*Kt8jMaAOz^TU-Y
zOqN{398;b~k&dped+mFVMlvD-dY>=RJS$5iduC4xB(`%%c2{n6uu6Cz{7~WJ75Ui}
zzAd{@YEg4JR$yu=*8ax(rutq124mkhZ^Xw>Kn!MMXya&BbzPV7+m2YP7bdaMjui_E
zYSV8B#AP7Nv9feA2C-Tb5>jSN)+~RNon6H=sR%lW`QN{V#f}94Ach1Es5lPo9Da`o
z5HnSZivD_sz9#iXXsh12cOJ!7-Bo}p-S`xq5>Wi6MHz)5!#I)&XBu0?HfKrUh4Ba*
zo%PMAsL+I{Z*!Oi3W^f+&!2R{H`+S-_}H-$=H`?*%;NQU%_)5R{VVS$z%SGo(l|3m
zMkIdzLZG4H<)Yw0c-gW{Nv`cvO3IDqY3T6f<>g54_^Ya^wYRj0(vYEN>~7wuBZ-QH
zhMzn)?MqMV9n!_Og?lb8l`q$rvU76I(f@mydAZDWA^k4kK~UAQ$G8f!i-Lw?jmr&K
zx^A=UOUv+%TU(nTM+TFj!Us+-IGo9@Juy0e0gM^fAR;VH2l?;S?p1M(T&_SelpFyU
zFGcz5wN}8zy@P#Ff#TbKH{#Ltw_V!SufuOc5|Q^?8RrF(kD>(Pp;;9g;D0H~Q%^2hsavvX+e8>+Wt@MP2qZBZFSxXJu6-46*}6#b%tny}8}N
z$>WuJ5?axeilRM{tmPSJZtfkpevr)|kr}v&0PID!
zf2zvMdVIFG9qD<@o-DJ*6a?|`UA_QWa1(3Pr+eSH_V%8NZk+hgoseKo0_e
zo;S>_78coD12VhXoH>f&3ZMKBDCvD(jb;c+&e|}mV!sh3Tq${&WI6P*p~1`R1Rr0Y
z9OFjQL@G#PKaZ(jH7pwFNBg<>wZ)MXJ7EwD1fYYl>T}iKLh{pcd%C)AUwub?o#~#S!s|CDI4cQgpAJweEcEXYd&H)^Q7)_#
zUr4W@DJcG=LDPGp*54DlimJ#s$9WI_c_^;nT2!lw*Duo>Z!L($eB+D_#cmev>y-xP
zluUD6G4naCa_Q6k--4ZQagHy@0O?PNaF{~7&Q-d&gqJ#gg@#_`@Ja}9kh#E5HPp!7y#ed{qyJjsLs(*P-EJ?
z3JMhK92ptu>{Qa$W~$)!jukesgJCD~^1%Wz7Dg6z6Bqa6UkyrsU)^-%+(>cJ^`O59
zJ=K+C%uejZGw-MH-%{D^knf8PCQpR)Lg<&%o!-l_6zdzaY)8tX^b+e%1F(vOw8Bf}
zrD_S@^+cZtim5LE%F!e8Z5$a{JC5mxE>gvqJkRk{q}6ekBXV)S6PA!B?Q=
z&p&>XK!3It+OOLI&?Rw%UWmu6cO*81PsS|;8<>%hhdzD7MSiiF9Pc$gJv;>9wKzOF
z0xI8ie-p4os^);}_}!*2OEJ0|qF~|^AFy$x4i-2|Q@dS)O
zo~<3BP1s1I3vvM!l?W&}np?PNLP3Yg!OpHGIHcvx)=%#PGtH1+Rwcn86(3)2hOR-2
zVNmC?+UQj6RNGmmfOv(*+Nc!YJcnE(mbowyjR9{n4NCtT)cFNhBhM6
z!9INW$6Rvq+{(n~&)aix30y`E8X6kcNUxDhlMM(Bu(CYTR`2fZg-ixGjaM+3a^vP4
z8XD^!-uGduLeny@#jVuZiuEO`#XJsvFdw{C!p2XhHyK>o*fy2&TRk@m9i8y2Ra=#A
zZOe>gcK!{)p=@-%C
za($)em0J~D;?dC-P=P6ex}}at_~!47WIm>~h^&JaP+5RVD_FqR_RW+JE}fM)g0Vt=
z+D-rl!zI6f|0VK@v(IbpiH?rl^3axKpkDYU2#$Nk#@NMBA7`-ulj`03RaDLB+R#7)
z<7x_#NL>R1CCC^meC*)l6c{LWh068Ew{O_KJZ%^n?Hvqmhu~llLo+k&Cr_A(&fmQ8
zorX3wJzY&l2NE4dySpP^@|IwZ5D?jFBptdFAklq%Ou5(y8J9QxLIIOg+=v|->{JTV
zAJ}1{28ng}&zwT$a*|Z;Gpt;=Ai8`3Q6oiu`&(J
z4CqtJtOxr>N3AT(gj_$4Bkw8vvf5oaTcoixxv(@h*KM_y|mo+4KPr`+w62jg*>G#UXb3@m-a+?
z_p&qzNxwq{f}$SGaXD#xxaeBh2cygvf=#FK?t4HTd=Vm&BN*kY?QV^>w%X^eXaGNS
z=E9Be2<6KS)W8hI&+=I9zY;S~0~#ohLu#Ek0-{ImmfoFfzm!fRYGh_cMM07DL$Ra1
z8E0P(x(IB+^;M1he0I?Nu&|KX+uJeSQ&>$BeCx8{A0#Y1IxI9)pi>bSAF=p*`uEC8
zbb{T>+V`MrZ*Omhxr=IQDvA93Juq2$jq3s#lAOwQ`uBSyK_ds#j)Wo`%!y`3SJx_V
zF5K`svWzz3R~KY
zL~a(XKB%92Fg&A0hu1`rT9K|a##?(6rpVE2fJzP?#y`@h=yqlUvR#f0UR6|Ct|
zIWaZlp|?jF+-o9EEs4HMc+_--t2HSz=x8_;dph~0EE3Y~gG-8vXjUVre^K<0to=HR
z?W%U2S7DpGNA9{A;1Xb-uUqNx-J9w#AI)$6m~x$+C`l3r1gy-Q5=n;wUMz;wVMx`;
z$PsQ_*t|oI4|elV;Iw<7r-yKr_VYV?b%2@fX(!X|eL%j+0d3@W+wq2Q^B<2+-I+Z5
zEXzDEVXv{>HEXYzBF4Irl}qi;CF*`(nlD^GFjjaVNO%rmttCLoLe**5BI$7Hk|IYa
zJ*~Zf&W-oXE3btOIA?u33`zz)Fw^(N6m4(n%fm=ZbygE{0`%RCmtzW3X>25?Jk5xo
zE(Ou;-Xep(Jjfh(`AKQG2LAtUbB?|0_3`o8E!=fj6%Bq~XFridq>TOTixI)S^qTtV
z67J9cYhcGeu{m`_DJdz0OQG|_5n*BEBqVI80Gf9J0SYoQZs*TtXIECOWwh((YXGxw
zbnP-O9dorGR}k3QZ9sF9^sF(1^vAK%*~>rt>n8!(mX*EW-2aD|CQfq;d!(b|2FjS~
zoUqV_26!ZeXwY8uhRs#D{87AE=9Vfv@-vL9)PRGblNAXrC2s8Y!K}^;=ib5L4Vil?
zjEdW^X=O%**lR{J1cFI;zW&hUg5~?Ldwj9u8f-q3&fzl&Q0TzK9j3`pF=@2PXZ9FX}(`m-IgMlqJxLK|K=j5_+>-P==Y9u#g6}wz3k?
zL;dX&2DVGUunAaLIp*T*v;6g;kRZ1Aw`vRVzi3tx3{5DE7pTx+2B{;^qi@c$_vnZr(GK#d;gCk5
zHb-lY{&yq?@X;`2fymIrN}hMXvJAZYnwk`$bG8SLEHSNMA|N6-4TU#|-7lSseIWlK
z+^)0fC+8hY(TL_R<>kZ#J}fLTFts`>@2|d2CSb^%R(tXpw#
zev;n!ISzdVCLi01gl{)Q>3_Vc&PuatpzxS-iM|uHBlJYSF55OYpS|~qGNA5HSP!y>
z4|R1%dl*6L2;z}MQHRe^3F|rV(x+8b`3)KWD>DSzVD|iuiw&vfw^%)l54Ha3+m0kG
zp0sTf78!*i98d~|M97-2!|47uKC!U9iif
zHTXjbfVdu>9S~4eHC!*71%!*EW7(;YEAJ%29mkvf)STg}pOCJtG3A@+IlXi!Dl6Mw
z+ZwENs50*MJbN{;zUOfU!dUp`{MIot0|ftg>u;bnxCoL40Kwra45#_;9YL>6OpP;i
zyl=iegIML~&psBUr$bn{l9Jv_nC;kXNG?t={6Sam=>tjo_cE$_PYr(XQRXHAF?JSB
zz-?L*dR=5}Xh`ta2cal6_hHD)=YA^s!9a~Ua49!FVuVrj_)yr1kRK9LG|zv9wxgo(
zueO8nfZ}L*3uMr>1i;DFeT30*PAkW*Z6O5(iome6d3i(74nV^zV%rc#sZtE!TnPk!
ztmnGJ)(mabaJg*OS+sq{Nd5}D*OTW!Sq;`Vn#J8`2JzK%C=cL?jXT(Jcl-Q^#QkYYB
z*2&A)gW6kL#q6dB(tGYgWZWS7w@m?VDy$S;nj1L{lzHcbVZ!xa)u_3}B2=S~QFab-
z=r54IDvPV{FiQ&~D9n9(d!AmHb|OzuR9Hyo10x!OXvLDgJp;$#P9i5aclEyB*0&E2
z-3+{-UoybMk3#8hw7ecADgIxou}4
zU~N!-#;~U=5U#2`yS%3R!p!VoGVr~)fjq1v+-4iIzRDJv#=@y6Bmyt20AvM(#@Mg>
zo2(Y-YEt{<#*+^|SF@h%q}{a-vtZTtSX|
z!(-gZ8%O$+5uk7Q#J)eZvwq?iMVC8k`C7?pes$0ZzM0SbSfP{*25B0H6Bo5rv`1af
z9`#)71qFe|Lb*Yuyau4<%HtRh{m9PI?$SGaU-NP#$9PYA3e(S=s^yUwY?igC=a5(8
z*t)Q<>r4^cO7SyU9f&xxY
zcnblSHH-sb4b*Lz=#8_+eW}#QSQi8FWAX5Q6M{HBN#HiId#O6cQftjz-BD|9Yx;9k
zApEz)4?iV_lF2t2&QDNLJEKV5)~ULy7YJeKNR;MEf@e_6h4q{(c+(e?1J2-~ZbzGct$;nOxU9*IaJ$4TW^~CsbF0}*GsZ$JEUOd=ig@BSw?+mE=C1P@
zAMJ&$S3Z4UKKRJSK2~&z5brrqL~$)&UVQm514<$bC&}#KtOodO~narRzLkb
zVqjoc-+KhJY;OJGsS1)qQ>RYD@}$Op%}bxNjtwuJ^3<*hEFo#s=IXhdQ=m`vljQn1r
z`B{900;GO?vi`^H&$F1h#rc^Bm#Y3Scm7of7(#r%~z8e_^
zyDgp~A$FhCH#!N?+w;Tt+Zzz`^g?U~%n1O^zmK%f;NVb0eX@+ae5x-A85w5SskZjM
z*bVNHuC7U#vU_-VQd|aL7P&V1GA^MT+zIV`0q+EWRk-_W8fb~esmTf*YbfR0qg`U_4Ut5A`ihGDK#@2=5x@Xl;*WPKFd<{&ih*I#y`vVj=G}j%AFy@(xVgIb
zlW+cU8MK3i5-2RkrnWQ5*`80(Lmm4i-bBSP3W7d56xHSxT;^E^{
zK!tbkai1sj@EUU8_{_$Zm)Elk=d(1EG!*>e{uO7yv@)NiBY<1oz56YGpXL|l9}PuC
zIT6r9242)AXY9pnCHI1%`rg=YuQ%Pjpneqt?q}bm1k#bv``a(uHW>XzGtK}p4u)%K@9^^
zai9jElBAy(`){SmrF#|q#%Ob|Ur>njG{KE!&^x=b@|2C}M*~eWn&TcqIKQUGYr%|@
z91y3`awiXnJu{UueSnyFCT5Deh@YpPF4e9M3=Xnu5WP=`wBww`c{T1Pzv#|5c=W%j
zdkd&8_jOwsmrKP26;V-8M3fMb77$QM1&fvz=@yVK6%Yggk&+f^5RjHO2&KD2N$KwT
z=HI=~clSMepK;H*``mrUb*y3G;{U$Cc%J#pCnjg%^24(NEc9GlccsM5db;i*{7n>K
zWxetuA~eJo)!`t-jI_0Re+>LR2{u?2WR~7K^mC-Ar``c`?z%#iaBM6sa|Zl8V1oW3
zm$h-bl`t{$!P$rGIqVhrJFWgawP&N1gNsW%JRSXjN)|2EGD*dLmJ;|!wR`^J`k(S+
zMq^Ec_!}O>#59)t*w`V3A@lMr`*lKq{)ue|{i$DH|DK}R7O{g+nSIsvej3}eAAw5v
z{iQ@|)P7i%9l-DZ_DKoRe{Og#QLCi}4`!b+NDB(bls(_8#_FWH49-3GQzln({ZRG9~
zILpAmLrpEwBlGffcaG@^fxS}|mB$`P8QJs~)7Xfa4oDpR^noL*xzMui?rjPC@^>#|
z98Sb`I`3$E&b+X(xg>JDn@_p&p;Kp`!hkXj(YM1eUxwptX-F&~RI3#b@U9%x&{FX=
z=EDTKii)jqzQn&FpZLOPzBERT55#2k1;)k)uI|_X>Ma}e$dp}wH}H#|P{R5%i7oZk
zrNz|?Iw!;zwz|165Xvh&_p6e34*dwtip(yeSwgz!%DMhBrv(KcBDw({-m${Lh;}1PgikFELx>XJ4G+|;G5bXPan(;
zB|}|ndNEv(xIK5y8*RFpl>vx4P)y?L{O4X5j$H0s_512}_I9f^7b-dI=Bl}}4cA-<
zo
zNhaTinSD@o)E^e26*;20!yj9%(mf$7uc{HN&lpFs?P?9dj}xjV4w0kbi7<*1Y8zAs
zwY2q59CZ{-e-roLSUExY;KdGFrUh1yQX8~kK;lDb{RIXI2;PvDU3_skuBy8FE6o=i
z<&N`aS11@JGj3~$56qY=&pyTo%$^8;5(m4HGrRU
zzPiT7=ShjBBrmpi@aHva{1s>wnXXh^R`37tVa1u0s`lDFrjK&Ud=IQodbL-{QxmeG
zjmE{@_Y@Sg3=BdYXu}LO$f!2|$XXk^4dzZUVFvL%N)6!;ok`91ru1!XNr__^4Rmn?
z-TbpSnqLW49C>AO9}TTWcT~h?OTn^scD8r4t>><)Dk|!4t`Enry8Q9ezfulG+pgyO
zH3fXMUlAe|4&D%1rh`k1qwl+;#s_Gp+;PbX)yn;w#vKvMC_(ajc2eb?O7PeW!wL66
z2}+`u#Dvl>@dVw#O-qlCuFw<5j$O@SWSk-ulucD(JpNsS-)8a7LZRMKIqmOJR_KuW
z2PFkGis|_&;o;FtWG(3Od0oIxY0P@Rf{Wc|zJQF9(opcm_3P)e^2dY&i}L06{wZyX
z?kA9sm{U5Wl;WAZ-&K9FL{60O!f*2OY#u!LH1p9)WQR+jib5TRz4G5aYAsS0|pP3#Go=EGe<~sYLp)MjRMa`7BfSe
zgPdeK)#Lt!fDQUk^!HDBIqg632U!$&)x#bD(o3i~G#pM^VTEtD@dt6UoS>VN*Id+ECfn!_B@?6m4)
zQ^SuItp5^zkKs`<&v)3ATPn^5`+e?w%sqW$V(Py~ntMCn*vF-d9jd+?!6U>M=8OzB7Nm_h-h3>OrH@8_PQB9yP`QK;C9S41`
zNv1q``IS%rc)JXY-
z#p$HBH)oof3@>O{w<26O_GnMY>8I$#VA1iH=j{2o7RRhz_sctO{_){&%dUy61uI6IFdcLv$u!!RX=dDsi`_=)
z$tyylo1K|ifOGLi^~M@N@Xjj%{|?~#kN&3sZsfe%g)l$H)BPXJh7UoZ{qxfdEf+HK
zBS*+LS1i$lpOuz&9UhK^lIH^Hp2Bki3Qmk`9A}+%^z;JA0_VfXc^VH>y|m#CvGgd7%a`Cc+jl{`
z1j**CoSdjt8k(<3Q!=Msa-WSS7Z!cq*}i|>k4sK2u&%Bh$&Ov>2QaH*D&ec*?VmqK
zsL04b?(2f5>+a@zU3^SdQqsnJhOvU70;nH1-(W~=B
zjxbh`)@e$V0jfY0hBS{d4=Ve;kG>LlYIBc?qIhjLE3JO{
zmi|;tzk1%1fS03o`i(QY%L3dAh5x+v%(;w$`dI@pZHrD_TX14qutMslpU#AW1cNlw
zHIF}KI^vlE&aem2iMlxZ96EduBOvHMPwxFvzOcUwnVM$&h9USQ07On=o@d{UemBNnHTqrb{iF+&9=@0hz7xNg3jOY$A9((|BK+Ha!Z3{g(*Ia?uXo4WdwqRI
zBl(D`PAj&waLg%95)nDhR_Fgl&*VUc0
zyo8=3Ju^j589DpF?PQ^SlPaafYJ$WrB0}gfIXhdWXO$7mp+7ptJK(grF;2mLd3x+~
zUEO{P&mn)?+hG)$j$2RPC5?K{MO*FwJ={jzV~s7UvpIMtked`ok_f
zS<}j~F)@bSdAHX-fBdCk-$?%T=e>p_pF`w{O|bVXb53!N{ASIG&E8b}HZ=A_E;;P?
z$Zo7yarldA>g#uYG>I|_r`o=2|3^?`5su;YmJ%ZG^qLVll&z-xQF`t8T2`!}xJ12(
z^kWG*oydaOov}Q28KyGOB<&G4Pkl7~!?^SjSpk!KU$q^_;%GSE+Rpv6K`e7-y!ks7
zvkmMI`wzV!eBwS#n144#F)jG;;WHNzZhJYO?x)*#jWs3A)$p3f1o|_`lb&fUgM@8NpK#N6
zrjQ&eUMfuu9qB^R1ts1fY;IJ&&fUeX++Vi^j1G`^yYXB0G*vZKBqn+t@R%`vCMdqy
z`lIR?I�%DG^gME0B+l--{O0dP5)f
zF~GZ3Hbd6a)^h4*M8lO`!N6h<)y`mUPtey$>j?yCZn0(!+0#Z3VBgztUfd>=mt{n
zGB>xFVK~1%k9mhi&K=6HUzf;c$);QA-*IKY|Ia(z5f|qLpSH2Okj_Cjlrz6tw?C}A
zJGPd1v@UI9reDJ43h!IL(}Vq4L4GVZZNkqoANEQoSghP$tZ=%%)-dH_d`hBb;t|8eEISK)p~bFMWWo)(r9aH>-S`J-!e}O
zWTbcgmbFztA+Fb>2@i;w0o-WMAk)>bPak)Osh~{pA%6nJhhMF;H+BHRVKDHZ#ba
zq1mddSM%}Y>bX?vbVF0{<&Q`}dp*T+(KY1f3BtYLG2TrIW%9EFsN^NF^pHx4b>e=OBLFc?*1xw^f!kiLI_*58KoR0%`lrN
zX4#)8E88H5o8Ur9PoG-EJ7LtNd_8VRa#fDO-+Z)%e{Q(_%VW1g*TVE3T|Ax9{xFjL
zkRWljqd+&kCo3g6Md;pdzsP9)L`;pJ&)fU3>jHdTwNceI*6{ZBZoQM8Ae|t&-e@)9
zg)upT!~~h|NgGGa?cb#8i-RyhZ(y|J-0YGNrc9h->HBJ+=rP9x!TL|zi>bPDjEl3f
z{PXie(1M{>vzLw*_STSVD_2u<<4iwh@QyWoZ>**aLEUfmRGmYqyYXxX;}%mE*&dOJ
zj;yY3-r+cgZqJylQ#MQ#o}%R{JARSUK4rBC$_sUhmE;|XDT@uX@QoEaZ_d4Iuvt^D
zb9bpKD5gQ|Q*?+76`zfUyq9jdmCG4>w%%N`^5~Z@65mxoJw0n8e{R!wb8K;1tG5AK
zo7;D-=&%RR4Ku%2-TI1V>OGAo?ukM3F7^Dmp}w$>A7RVHm}|qiTi?a_2Fgvz)-c_^
zopIN&)+S8UvQnuzUP3vl9v3j_PFRQeXw#j$cN^=s7*7n-rh43LX?~xonja~f6w~=F
z1;5!aaLSRHEw0e7Z1Nn|lcP(qPx@G-uqN4Ul`=aOb7rNtkGZfI-_h~gt81wOR&>|)Z3f3c_3Dy+kX+M#?e)8R8%Ia;)b~9c
z(%`XItjfZIsnv!Te%@PjNboWb=TuvolUG^y6+YSb%dtt<0|S^8$<#gRuHhziMGECd
zN0-Ei2SEP3DMf0{iDb3Vh{SlB$?)OBhTM$K)dhjG0(UWYQF3cDRe9e%9{O-v{(8&(
zR#21)$THs#SF7C8TZFcvcTrMia;=tGONp41{s>mx(x^A#ZQ_rSk(sa0PjzM)4^K{>
zbN*B^gU89{8*UL5`7`V`t{a`a0T_d{mcjnK6Czkx{q4h!Pj{EN}&
zfAJGNBa8Na+H&*AkC`H*qNZDD1_LiFjB(WeZspuTX1h>OB>rhHRtaDI--qh|#KL%U
zjYIu?a&nTvUo1v4H$NY)NwN0`p2v?TdR>yB(2ALobnfAhd3RWy*VSEtmJL*2ncbuC
z$X9m>*&ik1yI*8yje3>G-S(injkD)4LWGhT-{RiBj{&NqHx4@fs*4nQz7GmJowI|L
z3(EE4iCc;H(;ha)-ag8t5M8gcr+v7~p3Fn)M&lzJi6Yx3k0SWHITwrNu>pR4j%$)j{W|JwqF6f`YwA
z{NF0QNq#+5w3edZnqreor`j`46c8$aa#7mj^u=WDP<_LYr1qBr)
zVL50I;(M~Nu*{(4ac-_M&$PttpwliAP8JsW1|i3p(xY(Cf^IPN%tgy*B5b*NcsA#1
z1sc-DVuD%JMZKx`801pyFjr-SvzODb2=&HB<%wW)9})7Wo|f0I&pb<+29C#V+t$_gz}JvsHv$5
z;WBPnEO_+uix189j<&Y8&Q8arZp*w*{bU%Z7)j+~2W1=U*@2t>Vp+P4u}X~Anj3;{
zC%BB}F<9SbVH9=|^SH!s+^A#uv66c$ytQq}MlUyDqvG1Pr191Xrq*rs5C9`+20$nc
zWap&RPNE-%FdHJMaeTh-_-nI`>7QRgQ7cEgI&7|6r&Q)`UW_b$ssZ{N~LYox|Bi=(ae;^Ef^%
ztb4RM38(e4+85{P>1lvn_Wd=)w(u4~LB|gsJV-@_W|-7&bWw8KE*j`s&-9g|!-Y}y{iREnexWzQ
zW$#gPCWWRL@uSowT)lRUnYvOVT225Ip#qMZUAbndS0=I1h%U$u9eQ_<&Sw4>Bo=2d
zH6HYKO&IT9YP5YtyBI*U;pfm$%R7<1)XvGthQh)nXeAB}3v(eg?8wASRxi?bSgr#H
z4gdq=XPypm#CBK}%7X`~`PS&JTqzI_yciG=AV}QpKcG-d+PAte28pYcA5J9BqyR{a
zQn9yc?ECxs;rXKnu{qG!yh|*B`y}*re9OL$CEGeop(b6Go7mbvY%GE%wP%)sl)40i
zm2Gjr5OUzk;Aj@i7H$I>;^yc5T63f!2A}C4z<1>eW+lJtmWFQ8#4L{au6@U_S*M**
z&tivj9FtTa=mu@H0~G8xI@59JS8lG<*Vh9d$RTd4#7+&wb?iC9P*PrA`-Y{zBTK(Q
zBGaV3r$Z9PhVRot4k@>a}_oE+I(fg2*)x?s$!kx9AQ+2mJ&$e-9moh@Gd6rwN
zjqq6FRc+TI2ez_1>`W~!z1`f}&>VzU;WFydF)|9*XY&+|+W)A7qhqkDs!FMKxLL(U
z{z;q#&KF|pOVre#tE&yM%JN+F{<-V@4fQH0%1{xDF`eou{P`0bJJfKLEY(kL1IE?k
z<;%yGmI63TIY!<5YvUQAhUe~v7hrea`>JIdw9nS?P7T<+Ehys@hzr;XSfN+6H0IfS
zOHNL%Uhc(*^Mmtm4t2>-ik|u_G2h@Q4kK#6Q>_Zy2PM%xoE%#o%tfz;+QoC4y{P!|
zUWsrT_jHw(4*FN)=9&(C^Qo%3wSBu2q9wo$PTdCK4h?N>OPCkKN~yRzx`EYIRhc;o
zDn)kOimnimZFR81a9B~qZdt9#&3fi3ng-o@=F>ku?BI;3r|ASb%CKelo
z9v$a(#d0!@x;~l!h3**3c#zXf-cx?calF5u&0@R_k1^GeHHLEvW9i4~Nx?B1<;_34
zw1jP0!!klOHLAO^x!D{hCObPD7^b)v;96jrD#|
zbIL@yx6Rh(2Br;AQBk#5d`L@cFLvBQ`&Ud__2PoyofU(r!NG;^=Od!y;xMm-e$0lF
za2*9BkMY?&hR?!!ZlR^y&5d|MJMtM`p63peB3}N_Zq4BgE=tFHx&f{3M;Lh?|GH#7
ztD*Y`KpE@Tmtm5)8|BEwA;^V^Y@nd;Lx(Z$uxf8}Ar%RUHxxu8_-tEhYngd?;1HTS
zesm(Yi}MST-wOT?z7R=~)=7v&jt>m51I3qm9IXxIZv6J`Mt%akF#hv=@d921r*q$d
z1B>(Xew_A5*upnL!Q9tKyjl;x$|T8B;znRS<8Gl~?yJ&ZhCLi4*&Y|Mm{Dw2%K{I>
z_bdlkwhtdJv9V>C^q1Yn=)lrak)^|~R00m63!-kJk6$KxNma@&GVZ!&*}gJCMG$ft&B}EE$gowHZ6czC_K+$W+E1&
z>J7_|$=fy#xh;f*526&uO}mNUo9H_WVx`s2_~TR>`weJMw|!8H;J1I~1V-(=&o*n0nsmIZ7Xl#t>^<&Z~xh_FWLbA0o9C7&2q30y0Ql=D8*V5_kr%JKo
z&p$Jbx;wso`&M6{_DVSjF7A{QUH5rCg2>*}c~)(<0R}dj7&ePS^iL*2`G^b9T8j*N|#q`fct|&i0f4E~`F6*UBA590vZrysB
znwnaq51?kuGBg-?x|EF>B=K9fOU%UsKNJXK)&8aE8c_1d*1_M97$5yf(c4coy(zU-
zxR=naL`K@mD1JcecX!f1O>O@Zcv)3!0=aacV(cm&OXLe!=c^cUoGSwYk4p
zpsM3W)~mrIKJbP4d3mx)vbR?Yq9qf6>g1Ysd3t&xos*NEK8laP=1rDi=(mW93?C7A*x8YhxL@SA-H>xB4tv}
zV+Ztw)obXs0s|%Jrkrmv*p>Nsqye=XH!2&R7j**2b7mG7fljhBGyPP~
zojq%Z$G&#$8n7^CGjeyf0m@xet=x-La`|fs-W+w@i!NZ5Md4;9rFv0>VmLXskQx&qrPRzKF0yx0}
zA{$6TOnl?Ujc>zgXU?1f5Rpq($dXM~NS4nK&F5!hGlP?3Qpo&}oo!)Zflh~v-`E~O
z8ZirOkG~kSc_QW*Oj`mO{PoIS9*47zSIV6Q&@n%G#}vRiVJo$06%if$G_9hOQqpT@
zXJ>ZZhG@w5ZripE{`A%AK|wgPC@d;L6k00ID3|nQ(xLt0a0HL}DC|8Ju{JkQGzudisFYbx9IRhKfkyj{fkla
zX*oGt7@VTQtwRVFB^~Jd1_wDbzP$<^1MS=c;L|!W0Vf6J?7U7GS(?@bY$7}XKpQs~
z`V(k3r->Btg<#&EG)Dk>6jy}>$G
z<yAYVx#E!m$DY8Hd7b2DRWwF@
zGk2|AIo+Vm#axTmcr(MHsvsI?o%Zw?Cnq5djcAM}^ty)ZCC{r_31?Q^0%hX|4_>ui
zPjVjsoeOS1W-x
z9ab{cG&W{tLd2p>?BnMbZCi&?rU#i6yQY*tZt9}Quq4Fctjr*o@FTbg3o|h
z=GgXb1SdRJ(?2ka+6D-Un^_>KS#JW_hM>jZ94}XgQGO-`L2J{Cv23FQYEtp^haA#ltVD{
zfP(_8gTY^8fM1UgpywHP7J>r+FO$J{(+sX06S8V7#N!XZ%Hq_Xa#)TG3~WX8iW7E8
zr|$H~Y=)<2HN@ue(hOn2f{}HTnudmjj$00xUO_@aqFc5Ci-k_j%0T8~9P{@~bB-VF
zDv}sfReQmEU?TurCwGxht>YDA7WTM2#HHoXZ#gO8u#P!p@Fj@6UT1V}+rE=f1qspz
zo5^Rl{2`MS6m4U(Gdssp|LNSN?X)Zv_%7{1u&s>5WHm2)1JEP-GWo@~1{|QcMSVSx@
z{B0PkraP>zMXGVp$~hJm6Pyfy3g2+s{=bbX*z_ycPZ6$pMQbY;9o;X4;Y;ABZr=t2
z=ih=Yd+y?bg9Jch1QBlBW%&r21bp=S-G|Q^-~_?vV8rPg+!@$sLWB(bq+ys1o(3Sz
z5KtO?5m>VEuH3nwUtK}%wTDL@Cns+~$OEu-`^}|m3DQO#ne?sYZQ3Vrcy2D`YK)x~
zn5AF`kPhjS?>lVY`s65zD4J6PD@D4v#8+23VHfq-gX`+<85RR`eyg;@-7gK7}C~>zYU_0_1Hu5kiHH|WJ
zdY)H@=t=7#K6^nz{r)5AlxTo0LO`4gn50#mCdx+OB~cTN-a?Yt;f~S_3od^z4}h
zxDK39NZx-rNrtD)LrmJ_b7m7^g6qEH=>SN;JV#@5&_XXPB2pd1HViJ(OpU%d+tEJkSa>eVY$!oX1J%KZ=H51{SXePCjIe6%I`
z#KD6z3bwhqxqL{A<6d!dap=^2YHXYvODzsiL5aHOF&0Sm(8FM+DxM%BqI19?YwkB`
zQtn`W(JG|nxh#mNL3AJ0m5)Ssi*w;l@a>^*vzo^X%5OTtaWmJXU$o{nt}~*Ldr8d=
z;@aB7zkcb^_krfe(a=@YvQLmqfI=Rj7y#Fs`TmEiF_PG3u@ICbL`o)P!`l?TbaT@|
z$^du|*ey$|nnD*K0x=y;Izbwk?9kuG1rRzN3&*tlCn~RI#Sbzwrve-g
zD4}m@8q`*?k@3-sN~D6Bx{X8TmVOp5yu501b$@(%3iFNF^ga$F;#&VLej!1@la!Qr
z0sHklm%Z9mZw_L%
z{;^}rdFR2mygdq3RR{9enUq7XU|DvuRn>7}7Q&3Jsxg5CN4zNRWDt@lmwM6p6;*sh
z^?Uh@qV?Iz=;&yK4;Z`E(%ihTJk!5IU)I=YhJt=VOr@N^m_JpN6edhYMb(2K&CJY<
zx&$A6f~mjRvpC3@jJ8Djxi%$7E=8chO@Y$yApMJ@3|qbdLyphzX+bg8IuKPNxF3*#@OZf}5EJjI
zv3ck*NA!hYPNmRBCf}pD*ilC(-qp1nf!L`lRu9zGrC#}f+@Q0-fXE$9Z?A3FCC|s4
z2+}XzgdfWJGQs<3zGu^8K5E{x@Qhky`=I+9BZyhlK|np+6$AbnrK*Hz5Yz(dMe`qzoJo%0G*kd?a9kM-
zL@0SdA@f^ruOnj6RJI$qp{t*>)+III2w^F>TT@{r;vyVux_cCIj0}y82wAn_NiV!4
zxghF=2D=7+{P+NWZNM1woefb$L-}^<64)a1c~yiDSUeG7Vc;NaW8tkJ)`nFeFgMyQwkLEXSbzp}xK%#>rz-Z#Fv2_DxJoOie`u1#ug8uuoJxc|rtM
zfRF+O5f0`QQOz-SomU6(Oufq#D3udt_1;sBVIy$vI25p
z)-e`KZc~!_(Eqf^M$-L5Bg4k9o{9B3Ab1E*zW6mq(2c-C2Xl
zr+Q@EO$3A7W7NJr$F127I@OYih^QcWS>`xs}_9elV3~t-p4{{`n!3L2dg1WFY_qKmlCS49t=pt`mrp
zb{OEtj~|0G0lU&vg{djvARzn(Ko4MG{BDt}3i2Ir4!>E>AGiAm&mG!Is4wohjH7)L
zmH})2-&luC>n54dq|@~K^WL6jr^u4LnSFtNS={gR^XFwF$4CD91rX?{y<1S;p>i6?
z6jyooj5q!SdwQ+p{1sLXrlcu`=|2EGSvZ(Nf&*qRu&DI9;7JR@aZZsaK@2yNPg?NS
zDqvZ-mjj@%TmUzaK|6t!lT*!<;GDlV>6t4iR5UJM*E4?}qq)OA&?)f73ay0c?A*XW
z^!z+~R&a>PHlnNFW271ID40O@CP}K{ucgOkv
z*}|onk}ff->ln~=wjb6#J{sNha_#2m5+$7!QYeCU@>TGwzuWTBYfw_XESbtpJPfWtCnp{)Llpy7O)Tb}R&ywR@@E
zmR+QiEX+L>%$6pd3MiC%cq`A&nIxdN->t*H%CnKGWHKabN)QL^6w#B0Gt|`I(?eZ~
zl3s1EG$nsgduXm>bvjj9rb@g&+1tN*|CDN5!tc{a_{W0DvVlzcu~Q5KpSlVRw6wyP
zF2=>34fbcD>v0!zPS@PmC>1`Ezo&p8uK1Shr$r~1;L@c;4hkBlhGS_j_xrOt1lK9X
zu@~*Y6(q8z`Cpaze=GGq!DT-8OQKjs$n{*cz^YDFb6ZlwYB0yB!$R}B(24wymYrGp
zOZt?3u*b?>`Ry$^TO)B1z4w}pk9WQ>5ntS>jXEDVZmY%1lCsQL-)bW9n9yZ#I{!$e
z+?}A=Ak20^0f9ge>7$|AjH%)&%A;|NI}pZ}R3|s;Q)*WIG6BN;{yMcYFONJ=gJ>&?
zee)8oSDhh7H*L3D-O`>k7|{fBFZ13DgG#fpYCW7KZr{0@YU_tW7CwtE9d9G$y>b_x
zC_Q3AQc5Gx$H!qVB1CV&Bf`?KJ-sxo-!(&I9i(X7>up9{ZlY;<~Wsl~%C%i{BQHfL`7(wk6jni==km%LYOJ#|NKE5i1G
zRR6PVe&wRALAw)J@Hxx#`;=xr{EX%$ImF7=9GvCzVsdVhE9lTL%hu-IxNv>jHY@hD
z{w~|wu_gAaUw!@Nw^lfkRGFg-mYTP_CYUG}7eq{av{ED(qN^5Q!om5tY3GD92Ba2P
z%}CbloSE6}wDW*HqP^H^f&23Eg9g*p6*4=YKL=S=v1ude)yf?60P
zQHx6oO1_z#mls-{)XVL<;w8S)iWeER)ftVy@g_NWIlg;vZAvJF!!XZukQG6nLHVBD
z^2)#~KU`E>QluE^bXHyVI*$BGRxe*fCUw-xkF>9iWyH~2pB(~cGwKo-FV=vZB`lTx
z!qkhMJKbHjSLWE1TMaF0=WpH$Xqj4Nv#zdg=49zdn%fWS$@E
z>RS0i62--1_lkTAzrUZ@-FxcHuVVW*X<(ewLl)cpMmZ8wSBxeKtoII8D?ZR}eSm^5
zCdDkj>@oq*Q+19Hl)AdRe+mG6F||@5VPEv%^A&36>p3Y%3Mu4kDFf4GDl%QTz+*8E
zjrrclu*}oW_j6}Yps-cdp3(p;ZcmKat*X)^j79Y|3sViH8yRmCa;cL1&63{M#_gs)
zNg0x3p=-N5?E^Y~usH-1Nd5hrQK-e2XU=Cc5T7BQ6yJaT;lqnyBgfDJp&N1Ax=~%8
zj`PUA;$Lzq#Pu;RMq)nhigfk0;RzNyIy;eg+=2V;v&@86ITEV#nmS9S`WmdcaWR=!
zeko^U?|&K6%s}I873cml)iEYKFMLuut}0L9HAVZenz5~St{yp!TX`GrT>W>w9)G`I
zdm)WXa3;kt=wn=v0F^EO`>@>bGNK(NS&*806(*T*lGET@q=3Vkreg_^xaroW6GBAQ
zd<*4{Jd26Ey+=0_<+donXB61zw7gHS$Q9WeR~eXEF#DFpQTefjk>+2EcpjVRnj;t8
zN^IVn;M?kDVX;4YM?yHETw^j>c`dsmX_-(Ql9h$ntPP|AhWmHq=!X;^WH@(#!!xt;
zPL}7xsaWw!xye}G7Mt7zd8YpNw#^Cav#dteY?^}UTAP#3EWHAomj=>E&u}QyIJ*^w
z^b};91W>6gTCCc1#C*I}{&vml+R{mYW6F-4&UEWBfMi4u{i7X2se2tM`Ap|OJGpXlHt%^vVxsouxQD^vKHo-mE%`(F
z3LB52k0w_mNp2XnH>}qjvsvud!}N_O&1%%IdX?_I~=q6f@~uE_Iii
zS;Bwl%Ey~I6`B0Do~?Q2ooJY;$!?e}KHMiTKNog|_5(NtsW`iH-DSazgvO$a5j@t3
z*S2@cQ8g9$5IQ9q$_a%#@$tTko)qNEWRK@tvXvE4BYJ6h%w}N>!?tq_hi&>w641WZ
zk!39R8rO{_&iau6y^9jv$minFJP*IT;n7f;2u~IvhkS)ucQrnWE@o3d1
zm@_tFi>p?Dg10t$-kdY6U%AL}EPb#_WoNOC>~ncufwjBA7P;1j>Yk+7RfQ%NBZ>0M
z^dcM2?;I_4CyinoOyY5Zgzb5%O~F|0aQ>zp|9t0lu2Wie
zT?>N~rCd}Rx7z0i0_VOzJrSW)6vExsd`qFX*u4Es=W!`6fo?~B>$2?S6C|^@R$2!4
zonelhTxYY^mu_%A6;4;;L9$awsZyoDmt~~i+h6*X_Hvs|sCVkQI@rRKpudx|3RDpF1U{XCvX|Fck=FP0+CZBC*qSE+u
zR>;zrk|*=1;Kyw9BZ6;2LbxmqVx<{+%?+gpd+w2^+2SZ&Uvh)RUh&Jk;qJ2M?)#${
zv*Q&-J0DyPN!JZ}I6AcK+uERIBR~Jx&S!R4CTB=p_4*Bi4!mxxmdZp4S5
zBhP6t7O`UI!o$Uy&g*|E7fb*h(R%~y!l`w$yr@QE9hY&qpyc04OpT}o8C3RPZZ{NrSg<$GnW
zK3YOx_^ESvP3VQ{g!Q7@TKXcVsN9sMfv3%6d*+{fL#JrB5qd0tFtL5O-9DTU9C7Eo
z>w19nXC>~pS?%Y$O^XM-B|Qi`)$<`FCk0KF+#e4agteZd5h~TO^r)XaYdi2F-HTh0x-8&pkRedNAsU3bn}aB?jj+
z^fBxX!D3?7_lO@l+$2aRza_hA6%aplXyAwZvlO+erub9*%$}{Yr_Ls_aZuRHJv~YQ
zbbjP0ETqU<{k(A1j>F3VrnQN&q
zF(q=omreUJ(I$}6Bc7;ZB%S>-GA+^|H7Qmz-dB>1>WaA3v0&MxPS!b-f+EH*d)GU6
z61~l&ldCziV(sqp<+P9nzr*}lCMG^Mw%T}igMIt
*R`g&zx9MN=kwrD=e5*87%%
z+QzmGPT8#Rb61Kew|-fRNj|qLZ?F6GsVe$qqLRO9K;n7&k>=oqW=j#Pr-ZOUS4~&f
zCp0usf>=oHfzd;TTenc2u6Q%KjyUE^L&KHSoiY?Q{JAUIiIU1HZnFW2eaUx>U*CSu
zp_wSF+a}ZN@?%G7M#=f#(@M!AY?r8rJuh*xlIvxORu{friMhw%EEyCWfZLKNZND%+
z$7nlD*KkOBNXvcLl7l|oQ*n>)9tyUk>$`Wmr^}4y-~IoinFQZg(-){W<;BD(*eqsi
zKYjXCQqq~q~!|1A{tnV{^&
rS-P4a@=x{w|7VgI|7_>+isSQly5j;H1BC8oqMIUjgi{0`Jp2CuU-grx

literal 177054
zcmeFYbySqy-#*HtkD?Nal(bTUl!$bxj38aoC5^<;or-jcbazO14WUSP55vsRISdU0
z0|T5Jzwdk2@2vG(=d5+sS?^zm#Ul2-XYYOQ_{4QxJ4{7MhUfwH13WxDBH0fhH9WlA
zr+9exyYJlsN(flT9DrZ{IIGFL!>bsf-NM6riYE(t`_UsEjda&1>%G9=w|ux8kjK=<
z^uFL;xWQXcSv4rH+TAp4D{N~g$v%8*_#l~V`iFL>arl2Q|u1Ve5A5^mhSsplfNKCkU3KQvM&
z0;>6^75%SwrapJ!w6-`L9{WJTef#$aey%mMNNXF51moLNy1ih{;Afir$Va
zC;tj16SG4YGU(4cP|G7!ql>+P7q|shZ)XtdTEw
z1gzN`t$wBI&!YAr@nXKE4#TvtW!)=|5^~vxaM+v##0?2^w&c-oeFGv`=h{C$_Sp+O
zWqy1=>Fq}jwRUP{C8g+gm4&XZ;y>@bACtxf6Vnadc}-590D}q3*;FtFZPdJ2-TH<`
z)2d3{CJ6)OmJM-QQWoKJs=P;mc@sv$quZ@bOi=KJG`O$Vi26f^_x$PwwHc!B&$zgT
zd*xO2?3^rWX=$l%qEJLn7U9g`fxf=bsHo}X1L;WG!cNZzKaYG>
zFKY>b)y|j_VAZO5q$GdWF2%?0+AcApBJbsGlGw(i)1U~-e{Z!z(!4E8)8o=M(5uCA
zBf-Jvb#^O^Yeb^$Ls?f*;TmUyW{*gJlC?GRmX;Q&U}6-sQQ14pX)mdBcgm2o
ze`0$2+k0BQfQKD@-%=?HlJVn}^LkuEg8&vAbaBey;JPFJ
zdEy(sts$^T9-o{d*6N~8^j__oz3Ts**2#vO_+(;jJwMnQBhw*W-IP(n=9ds3A4W}$
zrb8#JE>#rsOl=(9adZp=MQS7B<9*({d;tDbk|>QgQAxCibgFgEJ%3;
z!Cj#D?`fVq@$mGr*jUdL@>9cbTia}p7&YY=J*SnF_-5<@V*U)SC@x+${IR}HJlOG=
zBqc7+)W+06Q&UqzV;bYf@>oEeDQ=YV-)Q1To12K?J}YbM#F?DBy0V&@iIE=G=g&6=
z5{jcI*3t?t*LRw_!HCeXsHob8YNwr@ADNl-^z_ff8=IQ)tE(NyetnUfL!Cz@b7(OV
z5fK7=;{gG|>7FDrg&+|%deod=!YBF7Q!91Zfl;2a@^WWa$DhTV9WK1_@_SW8&04Om
z!?AyQsi{E-uvDPc>F(w9G(Vkd=7_6+I;lFNh#&5wf~}8%fq}}H6@$G!qx90{V_wUV
z^vaSF%mHR%dR*B5%H;if4eziL7bqt6116)qq@<*{_yrdi#FZl~^q7b+{-d%igZeya
zxkZEfE%OD#L0~W#FrVBbN{#kK
zW@Z*G%`HwcRKcu@nSB|9QH&hQ8|mWS(eUD8wv7g>kS65T(e3$5ObYNs=`Li%PU6Iy*Orn9S
z|K|+vxeOa7$~BI`B9O^)`QqXyQqnka?^Cw$LpT?osAzBBSl`%K_R4n6>dsEa_wP>_
zvQ$)5`Y7)q5cDq9d2kZ+PMmROqBA|T#Kt;wHZ@f@N2NHA>8Z)ZLK^2t
zhMKCOp{k)02zb?r2ls-`|M`chd1q{FzokWYZ4C;A(rnV~W9Jaf)6*JGr$4+zqe2G;
z2XYznn$OtzS*C~U8;_kPoNa7u%u91#X2hlY=z&F|K;^)sNZf^9Xw4i(;)du#tZKWOl*!26PJz2uuN)rh5$_}zLiJhc$b;qiahkfV1
zPkTdPo3Ex)^athv9=58++BFH#!`W8A?2WOMRN6X9ev6Abgq)2!qmXq}d=_LB6q;IE
zKm8~MYdo>o36Dmp^>qutmdiH&&@u7#y|A%qJm>oM<;z=FMOOoZHkD#6ef@VJX=!PY
zS$3t7fgaOie$?i@DyLq#GjFNK;Z%6Oxh)I{cjX+kUd%`tl3eW}Yqn0%dJr
zP=0uL=hj<013PtfQj+QUK~5Hm2)>${(BitXvbwTJ`JthK#4CxMh6+ti3TGO?@K2D!
z+VBH3n>cqsELPdYK*()cz?hS&j<(><^4DB#ao+Dxc)eoLD
z15|Wmk4Wfc38S8jhsh{u?Adx_&>KfsJ`08Im8IQJ_8p!_3+4spJIG29BQGzn-}zQi
zmx-f~{yU#{U+c?V{TcQe!u;AV%_}Di-PMA^!hS*^r9na67&_4vQd0bf2S8hL^Tcbu
zva-q!yF2NzDO9AS9G}5%j;^Zme?uEV2*W5xR(0Nw^}<3pJG-Z6bB0K1adEyXb4}x3
zSLK=Sx%UPo*`wH`B%IM4YHyp4g4%C&U)7RwV|A5`@$le)m66AO6foJ>m#09i;p*d)
z8x~gmx=WB(!1sJBMbsS~*6uYtK0ZD$@UFiA&au!x{)~m?q$^CFQ=XIKntu!IB^{@Y
zD2nNAa^&K(9?5_t$H&KKX8sl@8x)XNqLu94e;BL$H~GqGlgKL;5Y2>
z%gfLIwq?cM(_qJMHTDY_!pibvT3R&U1YfwkoW+RGkI=JQZ#7(}>um(@5>XeoDzLBF
z&1zC6#;dl~Qc+PA6co^jomG}c*;!~(kicMY5>?St8{A%pjE)IDF|CTao;>LM-7^w)
zh4^V;ax=ohR6E*z!AQCA2<2mjP3Sy4N6yH)^7*lwW3$VWlY%X+6rmutNZjCW6#T~B
zJG&n4d~`VPxtCE`SSar89ugGd2$?W{oiNxx%)+P#R|4GygDYBEyxiOxEG!D0LU2A8
zF;9fwFAYAw@K6@x?Vs&qd-0;Bs>-VG`|sUd@B`Ad3Si@+;(rI?AJo;Em@YFvmi4v|
zdExuBE%PZEN=HvGjE07blk50ot)sXP)oDou*oPJxb(Lfm$by$RJ*-|>&jQHX@A(UD_1Z~3H(OdR
zz8^Ijqlo#O&y$&(=mLhfs;c7$_roOS4T*?|TwUvLuJ+WFQ^9)?O0H7e-s-(Qk?�<4VaMp?xRYXa@N8I;O+%+RI6wX`iJ$~h
z+a0Kghc^sOpb|9*J2aR7_vYV#-Khk&>n}62|NQ+==25QC%^!G*foy-X_BWGH2k>tS
z#$JaW{;l(xDA$KEx45rV?+Rw9Rpeo;a`QN#SH9@_MdC+m>p3HTyQuKU7u@W;f`Saf
zCbK^ZB9I8LQV*|=_IA+m+_{!!nfAn*h}b>YgVy5-8**~;VCmo+^ADrFvS
zvS_sZ;9L}#L6Di5S$tMfhyB9uJQ-!5lamc#NBxBSK<@5w`I}jo-Nl#mJLq2M@Cv2l;{L45(b(u&Xl0v1u_UL
z8}~~=n!kO=L|1^Yq78c$m6d|Lyx8;YQ7$g7(7uU@H`uECXZu%-rjiQQN*^4{TExC->Y
z!U}SWb8;^KOmV(T{6xThHy22^YYH5TaM%sWl8>UCoF+YS$`=o58$1rer=~<}HvWPN
zVh>tgdC_?ZM}|t{-vMHP52Qqd-|_-)U5mS%Eq9MWXF50)7aC9BfR(tjM(wSvgd7&X
zs~DY)h}wUM*@d<7NOrtYR<0~8w178c6cm^*_*~o}A*Y~_6!$jN(Gia6C4B%m7ujuS
zM}m>|+0cMF$VHUJb^NP2uw=Ks1dMJJ<>&hy_FER1v+%T^rPr-yh`J@k$3LN>I`Gg1
zk!5{vvN&-b9v&8>=i%Dft+mP2@{8Hg5Pf!#SeKr!*FP$Lszyou=w?x}^<2$4JF>F_
zLTTyfRww9acM4<*fS|3jljoa^{_(*9V{Y7Yr9t}g@^W!cl+{O<&GhEl&`rRf=;**e
z$CEu-g98IW@7kDT9!kFtQOXpH4fVra71h)@F^0#;?_)58goI6xJ+X4D1#hKrVOAFn
z2Ib($UQrhhBcQF?(F(@g1;5L@=4Mz|*J@Wklj?ZRvuD2t_Nv>guMaMaYSswpM4AYQ
z?%j-ath~jSWjKtqCnfm_L6Fz)XTL!o)zlchUz;Jcy}kA5V;VgU7`a*2EjUSnf`duN
zN!3|TcXx(X4rU}Esi9pa2MHXipw~7tk>&8KbJR8w`_G@2qnSKh>`b{Rlr`)}k)&`z
zObEo~bUi8!^ct*Rm6s6c!%2yRdNaD@UBSdOU){_2tV^u2WeM*3QdKuAOsR$N?MU~=b9kO9Zv
zWB&%Z+j~@_Dp9%&JE9yKpPc02sq|QzK6(GX8>FDBdQe)~Zm6o7Q&}l#|C^R^{fhsI
zHLT5l{6a=KOC&8JgDbYGkCQHIsOl)9~Bbq^UykYeM$`Tw(^>QpGG@4G-Q&3!r(YVnTHZP**4L_X5V1RuI
zNS@W@5%e#JUda;Ne<+K-Bi
zTp#g1k5iUhj@H%F+krt$4_Cv0a9mMQF*DOw625;>VwvbH(}A;=`t&KFqM{-*b2qp9
zNUPHD=kYsElI@M{qrpl^%nm$cbOX{Pba^)Eev9r)?p;*&oKy(W6$Vm?KqAk40Gw)D
zS<)Xm5lzVCE&RXC_`cetys_2XTf$K?GK>B@hmknpvRuCFJX0vtzN-rnNsihYNfAx!
zT`_3&@Z3q=2-}43wF5b_zA}{fW_Q1i>D-5Cl#MimoffD{OtRunws1<1Z(R$^#LydE
z&!r)bnE@~XT=Ju|bo=Ty#KpzMtHtf+gW11l-QKy};caa|c!tXv>s}XT?@$I@e`i-`
z-9n*om(axg{METRU3~nDYSZ2_!=uRP=tW65>&<7!GUj^b?ebi(2Od}|(egZR*aGoO
z5T`t->*YPmzy6q>BJl}h;xkxi)-%S$SZ!{uS10$L_YwU%
zGJ9ATjnKKH_oVOdLl2MDbyS@J`O%dzOzJeN-A>#y%gmqdDe_a8IhoPl9`L3VEJ8DA
z`jUt@7P5XZozikOmLlB_6}KOCnE#`QHM;*vT=Ax20JyjAeBtsOM
zO*aKsMNehu-<80d3M+a?|F_&D{eKrW{eAR*A6fm6RZ$6?il0hOp3SVdV-*eTzX(bm
z7G~yL_qUcgfAH`e>bzTSjScA8w{alXZEW=P^rG(5PgWWkxhCKa2YIx0btODLJ7IQ_
zMp{}M>+9B^K4oJ%8Q76?kpn!Z-+9U(B%0?j=H=y8CdS9#I|sQ4U1NtQ%
z-h*cY{$$O~%@59Shlk^bQcF)qNBl$e
zxav6Q_2-Fyd6Y+$PAcf9=#Y^o)QTX&Z~f=Z!GC+uWu7BL6v{v?MqNURy`Q1J)dJgrCHM=u9o%c#O(eggorm(Zy?7s0zPZUdTQ`1=lB{w-GB@Go#)DvEx)jkq^
zi$wF$bYV(zDwZ)4g_Of@w$(K&;=oib_+8v4@x{P;5#y_?s{p}4Mn<-IKj=2jr#I^1
z_{^4&u`oF`wM@7EFvU{S;jLkay*a#aa%M(z
zez-zEtkp%h?k)2xUS630;-{h)obch@dBufR>|R-!Ee(y0c+UKEDf9|!xqX}X$lX-1
zw33nWG26Y2l>N4$EFQjYowAEhkD+{)SD*a6l>~0@ol^FXMSAECl@AUrR5qrcT&lIS
z#>Ix}#N>Qb?XvYw62`)B&m27SAMj~y3uWWyPZ<23=oJ#`bM8HuS+Kt{v!u5Gs};fF
zb|oEDl#7cB3KBBnAf88(KoHzeSNBLTjP$X6hOl!(tuP#-Z&`|*A7#TEV-7uJFaS6}
z%hB|W!mYu=kVqPc_4L5oKwQ}7a`zyJj8@EIZD4IOD_t67oU?>@c(4rxKN?TwH3hP1
zfzO8^avra%&i9Gtfq}g@^8|CX!OqPcINk^47ZlW69lYZn?F>4)#Q7v7kv@Km8{*^0
z?8i6v_-`#hDt{b}f|}viaQEYY#g
zzsG)kLNrwmCh{26Tdz%hR&OG=n9`OKMp=i?wdgWVOxm2f6VtUP*rh1}X2P(I*|ZiTwLESq4V~96TqxJ3mrVTsP+7P;=zOu$;5!g}@_{
zZSpD1Qya695x)@MBfN`wRX11?s0$&)p7!?D1sA4`35|*Zb#)o7K2A9nV*F8dk>Pu4
zgvsMWcky?r|Jie8ST7oy9-e+<)KODYQdLz2aMQa;2xxT$`C>rp%yE0ad=ITd=jYcO
z!*B}B$og=W6i7ouW3)`S+N8S%0IEqHXAS*m#1vM)_HRJ#-f76Fz*
zDR~wZ3z=^-$cH05N+1v#l9R2Kx1ec$et-z;>5*n(VVRHu7}6JpsTbp;8RjM?xbbTV
z^cEqPIpSU5(B(t=J+K?UoQa{e^dsAqgr*VpId
zQamvnj@_|v-$k(G0!NKr(od3ggojP#P~hi>C}gCLWPI#y@?6ysx$l#sxmrdn*@3~hfy}JuYQT?A^=&H++d@Aen0IYQ
zlrEc8)OM6EBX0%tlI7xLVuOO3gPNP)JgsV|rhnaMv@83HURk{3%aXJP3zAgj6(Q55
zeaMunj2x|m&+0$|o42TF{b-7&M^UZCFnY3g1+x>6YsKw{au_d>Ox*9XqZ4%#6T^iA
ztu{6`#?{85J9?3C4HS*-Obs$p6H`*QmM30)E^28xKRbvc{41trE
zWpZq5%2LSAyGW6ko
znz|UIyCfh3XuljutMR1AMSS`3I3A&z0JP6mj87d
zzXZ48u93=TCPb58T&TrJ`Vt!LveGjQE>ELQ>s;^$e3Y(-HpriWq1MoXb1+lV{~0Um
z3=9@VZ~$2;2ZR<}+}yJA^3D!b$~NM^rDZF@gWcW2;^L-bPp=mjc@a$iCXj0g2+RzO
zswrI}(Q9^e6``Zwc9|J5DGWbHRURPACnyW&_WJ|^~qZXpQLf@x2P_xW`FyJ~D7
zl}Zh}6&M(Jb#61bHdcjBPyey}*ik*Mqp|3?I3?w?jt({xdC?Q~aBFS>g{u0O#eItZ
zxpI1o*GXz%8}g8RkX~s&r>MwX6zc{yH1yH`TApENVZlmrvWwJ9eOp2D?Y#3mIG7IZ
zo~oCeM3&@Y)I9|!Yj3}d1G9AZbo-woA1aL~0km#+H;c%v-*L)HE3b+#%b6J^B^UTC
zM>52{cXyG;ot=y@DLF4!z2Bx^1uSvS>qE_}`DVe!H8svIt}cc?TS44f=q2}Bir}{5
zh96irURX09wnSVj+kOZk^nQz%%=5dxPs)@Pqe`g{s;r;7<$(V+M5F>Y=v#qqZ0yri+KshAr
zbOzvl1u|>Y#!H>p=xAcb*y5aaW4G-_skW(kGUs&(aaR;65ZRY`ixaJ1Fx&X4osPPNs(vZci~=Jg+d%y1aZ_GOpgZuux=<
zn}_$7wuw102$C;&O^TLU)f8@`v*{A=O{K%SgHMozxAL3zBpV`62c
z4V>FGt%XP9aQhBptFt$xUw{Ph^+O9Z-Y-)?SF?nM9R=ULJ0mc22YUxGAbjrtNJQs4
zwI%Sx1ehQ91HoLSQHQFI&QG4H(_@q%SU(iOcmoUu{1>=?dudDWe=OttAMPj*IZ2M^
z8BN?qUI++Uv~_hbrw5tXsmSc?ak-JXx-BS>f4DpI-(>EK<3ZK9UI2(1MvA&Wq!VfN
z7_V6y)J#m$I(CV=8TKMc5ZiUN3kHoPAI$n}ZH?LrzbXEecaP7F{xhIAJKEZl0!2kd
z0VEvx7&E4dwvJ
zFd%3FxDz1601o~7NScj>#fv1J-M91A&wlGQ*uo)}Miv%{4GoD&Nzehy#27jn1m*<*
z1@9rMImE;mp9?m&l+68lvoJhtHHxm1Sd9+O5cNcNzvz&(q$it&c&%WcC
zpw8w-mLK+T&^|RSt$;ltK?7R3(Bya7vp(#9eRaVDNTYUF+iu8;Hbm~zl^^IVbdhhcFx|(P0QyVnx3Liei?_OQ(EfLYQ#}gfx1C|lM
z0$x3TuH~t5vzl)Vfa$ZSFl=Lm*Z?{OW@lhsEwg-|Azd9E{Vq?S0=8#nOSyM+b#?V~
zwK=a2LbB#Kp1poOG>qIqp3eL2UAhCZmi(>9VP^0Kx(Vch|Akabd1)yG2nmU3Bs|@a
z)TX9P+|@wnu#x4z^WQIE+%vM0-`Z;O$I?j7eFtrupbV9jlXG*Z;^E-n;o@?2sFL(T
z8{NKrd-r=z&JxdQ=WcQFCPvP|$w|!T49|V$2TKI2Qu>d?)E>I9;a`
za-(K!05Dbw=blN#6MvVf>56&5zpM0jJADZZvED}Ib9~-~duJCHfADfy>bx^RIZGwx
zG1jl%+q44&qF>%T6<?p7~#YDb=h*fBf9v->;Jb!``_A
zNQP*IeLxB707+x+PKVwpfKOCqhW02wX|&k@gT1$Bc5-rzfkfWt(g%n&0I1eeOo8wQ
zSoSCe)+-TkpIB5W&zX;3i12&H@n|{-W>3^%TT_klO0xpNQddvzo(xcJm+Mi<@J4%Q
z2o+Td@U7Pf-q5_JmGncT@|PmS5u)C%H&e4o4UCpZN=izeLtb*>iqArV>dBMr0d^p`
zKic35kBCT8oPt76_Z1ymS6AURAul*e0f5VYb8HEK
zH7o|Eo=>^{1^rZRsa`SJO%@uNUt{bneJ`gQCmtEGk+mNm5|FY+x;r|u=BhteF6ABA
zC|s}9skI(X)d04>qod=2;{lNGLmZZVfEbrF4?S0+8fE@cb0r74H>1u5$X7+T({17&yI2|1wx$9-L`@)rqrY_(tQE^25eE9{mcxG5fTVL{BvWgzex^)^AFSUuLI>&m!&FmK1L(veBco{1J2H17(*^A-
z;^OiinBTlbfY<-&mT%ta`Otr8^8X7LepB!NfiD05tNia}1pmYH@;4&rej=OU=FGwm
zwTVqOPxERKxfw+H%SboA16jSwFw3FCZ{h}Y-+Mno<4;}aviUVT?YYh3lp-k&xc-x>OGD777OjARf3ksb4hx5iwbR^KA1$d7+8)#Moqg00jUD
zJ)8R>r(gxx$bepoJY*!k1Oxd^X=HwTQRz+fF;_wk)YgkP1c0@Bf
zy#Oq#oVKho^rqJ0KZ`Lqu~(1Q{<3&hfN8ub#Y?@b`j__!D100L@TMU9^Z&alS1ZE<
zrX@e(ry#=eGk$1ZEAYazqolG+p%XB1(p6{L!X<9wA26h_aHL`3co-h-2q90H=Ju<7
zpDPW!Wq`AQoDI93W#q8H0!{Nm(0
z$eZoXKJ9H7UTap|+DgGXYqm)wy_g>3zQTI^@_^Pac!9C
z%6VVA{){y5hO4WqOsNe)@ElLt+XRTp#Jv(k=N7^E0?Oqsu1e?qzoQbwxmAK0ZCIBj!F4-mTt#?)aSK4&iB3
zOD1#d2f%fR_`z`fS{1BS0Fg+ddhpL5Uvi4#qN1bqK?3Ehm_&KXduKo!;ff#PevVUKpK`|Z_7N92vj!1*AC&Jkmkyq<7a444Wih}rON@j*nSx3%u~f*>6yIaZP&
znO^*871}jt4>7F7t%9fW17B~6$o7?n`fqu!JSB+&SRWl5?(guO5pLmYuZG~
zOF8tnYN>n(m>W|mCMxq^!;D{eXW{m{#x?8e3_Iv2u{+V#zY;9jc$G#|-N^DdEH>wA
zGxqkJ{c~WH0h#$gb`gNTwkxS+>?NyHP|zG^8=esKSyqRokxmF9DE4B$yI+V5>;c8cX^B~&jzAx^7QTCLe@8dd%?BMyt2hxHY5I&kwT_Qo
zcJ{;J3d$kMZ71XQu;!rJBK(eXgg%qhC9(aDj%IO5D*k#_zO7x}P3wHMxH-j9RW_)t
zJm^>j_}!es3ygbWFN?0%zyK{nc(8Qf@rB8!aYxwP##F*2)Ez$V#Z5+WuderBLfmoN
zv{RDb>B_><1G#kCvbB*{f_&WE49LZ{Rxmv|_
zPVo589w5%`8*t}_A?`Pac7NZvC%WeWHNV64QbY~=#Y3ZbrB_rEecRId18e(f2;9k1
zU|VG`f;c8pU5H)sd%;7GGMd+m!+}l3X7HBP;RJ3
zog8RgJFuItX-wqWmU;Q^_taGN2?d?r#3ExWH~ScxnRVKm$fW0%VP*9w3>2m3o`rMX
zjs=Q)>G)qhYH6O`6LA0^e~<*vMV3Y&cLO(W$14qJ_4SlM)2U4TalTpl=cU{0b~xYb
zFHDqasi`kYt>pTunAPsEYBmcP6i`0XV#m?J9xxbNTe2jrkM?Kav<{=Jkp^;L;J^NS
zVKXunp4FkB#cVapLoZ@=)KXUNES&!g%qVy*wfI4jPo2q9h6e0@T>MXu^f_?i
z4Vq?-N-gMwskkBUSV)?MU})UR9|Qc66PlKnpC)QK<^8X5(LdgmaSpd%pxk_iGgo8h57zLm$WOT9~aZC=IXL*c2i9bow+rDpIhsKeSmc>
z{|E=Z$2h8u>=4+2mS&!^)PltEAZ}2|J+^-Un8uMqxUHtdBHKPI68*J!JFLF`B(Rs0
zR50B2j!$r(g0g$4k)$O@#BdSM!|m+`HnS#TqcroaUjI?eY5vxZPt@}0lc^ydH-_t-
zf`Z4IPGTb9y@Jv|i1hG*(oRNGs$439c?YK|YKgAinK_)v>~K|F2QT5|q#)6?Fpzb1
zWke!`2j@pexR%{A=*q<}gwj%|Hz?!vn-jIQpidu%NnTjk*!rOM7TSJqtoY&s*D@=j
z(lEQ?F7pGOuTQ|y+(z&>%9b9I(EC^O#EETwB0k_c<*eBGT@VNWM?S)zPC%!hOMyud6GOJk+l<=nSybG!ptWue`py
z%x2e>9m2ER?dP1ng+^zE;W|bI{c*b`nH8@9pyi>E3wmM!9%B&R1n9CCMn?|2pGyTF
zI|9z*oxztkdXU^g?sX;2DkDkmqYpf%o>^DtUEi#RUF(6{I8WZTpp**l+V4vVPnAJJS_j(+lViX?L1C8{m$60?38D4xE@iZt+iH8eC8
zY7Ses=tmUwoVf7)^1lTn&->U@xcaUcsjB^R_-(jEeKm^3yDll^pm(pL=B41}aT*t>
z?(<-5kh1dT_R^H|31BEZiW~NXu?JfITU%T6a_!r;<`Rwp8?k-K>{6F^J%xIKQ#I6Q
z@X}3)L{?i?!$1lPIKPr@>Jk*S?eK6DvN#{I#$PY()dJ`|b?A~Z`FbjONX*INY43Gh
z9S$Ar4P}-5fzFWb>m-^#=>ZuDi8}0mT{QNwE00hA>V7Sut)Vsg@_2m1UqDdsAhoRfhgE&chk%YxM^S3k85&*qT}rq&NM}lHbbyhzwL!mhT2E{t4RiYrHqIHo)`RM
z(4!M4y=tq0+3`TK#4?i%cu85wmZ;em0GT+dSFhM5d*E6S@*rH!SB7h?;o;ty&*oF*
zt!Ihm;vrm|9F>f@eS94dA(+^QwIc%g>p3?xy1)j(V@!+Yl#+g^+pr&onSXoI@J0`*
zi=F*8m31ZL!Gv)$c5Hsnvl3<+(uTo_0Um_10|x9l58c~%Ez0WZ>e^ZdlJ@hPa0cIdQ6cG}Yce>9y0Nl&+|>Fvu9A~k_g`#<McGl{PTjyl!^UwM50B61;Yp9+A%
z=|B2|&PJkV?4)o?8dqJgzWPc(4I`c(h0Lr)&smGE+t>Daj5-9^&5|FK7mT=<>v42A
zPF`L6VjEoq1v^$p?PNv`+TCnVlS-hE@Um;&b|jsJmo2006RSPHZ9
zh+=vl#V+XDWdFAoz}_C8J1whpa=cg@tQRtRz0=L&W5)&7(v#nYQc~QntB>F)*#>U*
zd9)Diz#-Mmvf1T!b{1l$UB9l{=t9|w@@?ajAQUk&pyk4KJ}7A*e%%nZpPT!_tap4=
zYXsw1o%MRwaxMQ&PV}$NuFVrgZ$Qr_i9^Sj7IjKqJ7mNprR9973YokAnj#n1Yv}P&
ztdW=3toSfJ5FbM$R%HY~23%IAA*Nj$0RmC1v;M*N-rm~kVku-nj+p6SYV8}S@11CJ
zgQ)_H8a}-uxvalzLRUDIWE~EOO0KSwKRiC!Tv^vv`RKN0{Z2}XiNyB`iBXlh7}RW6
zch$5~`1K2DK9o)Dm6E`~!?wp9NFb2(c17xMfq`W?M&SR%0YOn>`9-{5_An5pJ@Qu$
zHqNbF7~o+0SxL#Ice*tqDe=+czRtt>TMvs4A(*U$;Io-T3n`p90Jh~;uvnOpw;qnf
z09v>gGr+p2qqg4zG3?ptnfYyTq@aZ|;r_v=Cl=HBJ#@mk9qbTW$!x
z4)^yo<|RS)bJXmZ=N2)2=aLB-wba2}a^ZVZQTepGSm+v#>-q0q7$a}t6Vy(te{B-u
zcz!n(5i#C9Jlt~Ys_X4MVs|%UoV?!kmL1oMA*)SMG|ZP*q_WNgJocSsMMjB!LQ?Ds
z6HTCMT37+xq5mv+3WI5j9lPC93E_ehy9+BhqwN@1b@iiOqia52C%i_4gy6IcbxmUib}|uF1TvIITwUNld&^Y|QrlY}
zGPv?nGUOes(K}85(UY1{Ui!?I%1C7my4Jp6e`Z(j=Mg*+Pn_WN@3Fg#kim#@t1c$J@_10wx&aWtL!cnnVX
znzZn%I7V);w2A1*u*X2?atgZ%z%QWJ+*V_NubYUa`jadn9FTURYQ!^Fy%%|2f~e4%
z8BVyH3R<0qU+rj7IKyML_LTDh8ONm$!aIeEL{-7Zdbkb0957mZwFF_s9Z4L3cy8H-
zx3O6YxKGb0k{NpDvlA=j)1r@Ev1D{Uk`FC5VkoM-YE(KWe+Q^Qw_~zaGQ&suIT9}*
z_)b$-6|U-QG3kUnmBp-#54A$}B)ww^4#Gaj$m~yF&n%HR;B68EaD^|DW`UWx@Y23N
zvQlf*(>lJRfx_N@_GFJZ^K&8qRg_jujdv0Y`CI0+9fMXA
zG=01mT}-681;s{RMrM^Vkzj@3Ty&BXD#|f~nkt%Dcy)wpt~6Ni8PlnSE(PT>usdqd
zd~q_P#Iy>a6Glgn$sB=laO=KVXmz`xhQVbDO;|lqZk3*UA<@x=35>8jIGDvo@*D>#
z2SQ14s7JOc0Igw4O7s{%nljyPmST6WDHkhz;UjxQ3wR1Uu|{i6c<06t?Vz3hgASOT
zyTif|d)}H_FcH{uBD<+hEwwmNgpZKVYZZ^t8k`6+gmkk6BhxC5`XQxF&r3U*^nx*@
zag!XS)?rq~9YyW!hDjX$#~+0ntF8NA16Pq?IDod|ppf`&#~@5qk$-6I4{iB*STq7$
z5B5%0vqu8Q2
zJ5N_6j|`6k3=?E1>d*J{=g*W-YU=KVT}fB5mbHag-=xZ&b{AKxg?Vs8A}GJ~&oy`l
zcR#R|Di~PLc2S4*(YPe4VC(_xPHE=7Ll@UwzzmqONj!61?b4_|_*r0{K&68fhbCs<
z2b5OTMR|WVG6Tzs%Tyh`g3I*!w-7zizLr43!s#Awt|zdYzfqD?L04VNni|YU;J1
zRAbyzd+^h&(8MT)pXCMbL6@|4p|(wqr>gVxOk&8oI$deWNhboz7#d@EDa+=9FYjD`
z3AD5N&->-VKoUV|ujc=Qs<#Y_D(u>ZH;9DNEnR}NAl)EHcehA)NjFkbLrI5pcPc3%
zB_Q1l-2+lXGvB_S=eghG`2NiN7=Ey?YsIFRwsDFXI8j@IaBo
z$=|2CqrSTz3amZmq)yMN=!B?~KfgX0KR+wH^zaB13Jt1Vaj;7*+9nz!<#PF6*++7(
zqMUP|saE!`A8HSld?G3EXJcVtxVE-+>Q&|jE9HckbLCh}3u+HXr&NbU4~?HsB&Bt2
z*~<$7>)A<_DcV|I?^kz*v93q7wH3hABb&vqRiwX(D)Xj$L9rnVY9nq27>kS{ouDwN
zwzigua)!FnMkA1k#dJ!;Cp<=F$)LG^Zpu$f4t8q5uiaHtb-qUX{I;5Xd)^oMCJ27=
zPAuBa5x9A0=?7)VT4S|MNk|A=la#3Y{wDhFQ>Sn3YNcLn=k-Z5ji;ovS^}LYLr7Q{
zLs7B`->_3lEA!stTQdx8nS>ruglh64v-S8*pY?>;o*=2GZx!F5Fv9r2(~pxp&135r
z14Z)B1U0i#8I0R-u$YN49Bp|D-zm`iR@Tc{Rdc50Jo7K$s9^C1a9A)ryWI`tr0!Tm
zoaU~=ZYPoy86w?}R!yL5KTEinU4f4cf^69H`~7+wg*0(2v<@`GktIX@QR^LMXTi9G
z7dmOe>_UH_QpscLa|?Wy(k~=&J=6A!l`o$b@`4K=E=)B1i*R>HzEOyjDEy?AUkH4DB`%St3Ob*-!4T&K-iU9@g^A-_j37!L%0-TKgVyP=S}6RlXuw2i~b
zQchgapZ$UPPJA4JApJaIO_AvgyZL>e9)kM!vK~sO(n8Sp_IScgXf?*!H~Xr-Z;S5U
zA-?3KYltQ%ssw2rY{H2^eit**g^5A6a0{k^;KdXFfUA;9MhITP19oyTbmNnNiIS$&
z=9uVd&^zXL`g%-?=>0yqs?q4EK&Jv1hbY%O4rJOe0r;H0xqScfy)wfl77yaGn1G#f
z%%oOT2@f(hERUJ8@Y6uvK>BY%Y1f)fgP&-^sWn8_-u2W%hP3JS!xs3h%Z6%3`Lk~vJ@?i(5YtxZGkmR{&w}gcDF{3qCLcKp-=L8~n!(1(KR#!_$7+4SQ}MAwhwl`9@klio(>3BL6MOxE(2}5z8-#S7PfrJ=e$B_|@C?bOC+Pm|me`e~+b&c9&`AunH4hHLiWosHEA*W5wyx$4=#?g`ng8vm2l9;
z8$<^Q8HLN$&U84;k1DXSu<|-A^0Cgd{q44@`u6Ng>znI|EMAp`oAqhlLF=z6DYI;T
z=U;YAYdLF0TzQyN91xl+TPfxb1AI7qzS0c_#XxX%yF$3z%@^GveEiE%R`R(=1DXd_
zDY@NS*4;ltBz$6b{_GPMU&J?kp0x_~;XQfh*5u+In>L8E!Pbk$+PS>N
zT{BX6cLW1QC=K10%UMTb5lGm~FLJB+`@s(8UZle0Pge2cxWCUyREL$nVtV*?;D!9;
zN4R=ey8Bsb3IoUh=cw4vhseAaqX5m)_q+t+Q;#LefYr)Ya4U=<@gBoB-X^wtv(j0x
zB^fSFSdcXT8AnOt#XQT-r=@MuH(DPrZjwTqd1R0!YWrZ8f?>GwxRbs_z@^}dDXiL_
zYdNsevG%myLWUeYR093h2psaCN3-WUut*9T&thPZAY*T-NLBe7<#c+y+EtliwlH;`
znc8yVJ`Y{+L6yBF35`7Mk=I!MU&SdKQ3y|N4~SiLW~iEP%?;bBGJJiNS;2#p-^
z*zdR2r=8kq0`1Q8uB|AMFY|uqXK=#I;fCtBUd8v6^n*Z}jtqcPml?um(4Ksd*+#{#
zrmSU{$kx$<$Clx7q(P5mU-=(e3b+5XQ1{inM3pK#|F~5+;V;1T?%+hxI%S4GsKYEW
z$Rxp}7zh))_1K#`Co|j2ISsrr)W6a-d`bOqst^YLcvJuV^KHqh$e=5x=H!Ayi!c*Y
zguYN_T%;YgwyvIVrt$6?fZ?+o7K?`$BBjJxBA;(C-eiVnwI`uht1EYsA@oUWrib&H
zt~Jw`QXDdny0v@<`(-Cck=wX!w&2yO?NDxe)Z8A&H@^~_zOsNzdx`LM&KVtyS40o6
z(IK8*ZYc%nMzzY65;x7wwY$O1s+%%$#FfKZEcxKr&z)laZUL{(_#A5&lc#WrQtg1-
zjjc3Ogq(9;abx@Gl3{K%CVx?JKk7d3Zz^|J+vWsKY{1=m7wR+G`)iMduz^3f+kWE;
zaxQ`x@aleQ3Y@>`P-<3~Tv;+U@=e(C2GFsmK*d$@mkF{we*deVlz>Yg<%CK`f+hNl
zD7*)&)ak!BoSY#NI5Rp@av57Ee%qnK2?;*KoE55=WU-SE^>
zT&cXEMzf2S0P_!}F9g|pS4=}`OnlEhi!}nHW3m^i1pMM4(db=!a2d{yr{{qG`M^ZC
z6Z6Qh!fW(T&bA(gvJ=~9g)Jv+qE8&xqIWF`n?a}a&Zp3`gNy(aFx3FNfy=Y}VxDC`
z=(#2CCvK++HHI7cjdT`Qkbo>joRez%K$l4w2FaOLaznpA$&sa>Gub>Se>*icch-sv
zNm%l?G>SQgX{^lHA2?Pq0(!~3a<5+|hfLU-YA@Bb4&3~C5XoeamB#Ep@eP-jPSo(F
zu^ah{@hb49aE#aS-oTeCohxBN9!P0||B;8#%F`*7lI4*y_TQlALtbL@!S(kn`YmM8
zAn{aXf4%@ZgtIf(dYt61@<>Qt0EYIdO9#&c>m!kh?W#
z14@AHouTb?1K*?(PTHGlB
z0kWdH+T!`s0y~5%g=0+bEY&RktW4TIT^T*!Lc@Zo3d$Ehh}+*49YdhLYGtW^7gt+-
zSL0`oJkiw~lo)TfVUZ7CIZ9pr*H>!{NjN&KYU)-eXaDn8)N@YGNBdtf`8#eOj7z)b
zx#T5DBg~M))Hb?CcIRrE(p|!}kbzhAc)H3|&j2(-;g^-^2Zlu9BIEKa}*v2Re-b0otSe{VtglazE<*`~h%F#Y2Po
z8G}3!Jbd8uZ!i=d82LB-eP;_i5N-4V=s9~3US>UvB{myEP$zSnU)mL}J_l5&4X38w
z3A5jwCt`d-@EbwRnVtFL;&6yq9xfM*O^N3}9BE%GQ4ZgBz;jhJ6^-k{vNOKbs1JoA
zH@O+vqTToX(|Zc1r~C77wN#Y|CfsHRYuTJSoNIAv9W2!v!r!82+=aCHZp3cIWZx*0
z@i(|kN1E0yJ&cx!Ry%%Z94MKt&`351b5!?XgYBpK{q!yK!uR~ufsX_H-778b-HV^z
zp&SbRyvN^C;WfMDQ4wqwU*1i|z`;^biLI!1zS5l+JmfH!t+}%$2W)sp5;NpWSC`EH
zWF(5)d7m?}&N(isPt8p}0}?kP$_W~tPM3Z#vB?BUSy!Nq+il4w`NQiCtyIQtw`1~f
zw0Pl}Y?4SzuQc6G5PRB8mDrc(nqDi{`^yxA-B+8d)(3cRF@Ng`b?62HXisile7Q9gevHpjRDxcRf@_g$(7RxJ0FdYVOuN2leH#9iK{J`c7S8SnX9MxkxKU@
ztCA1&LE+$Pn{}Vdr}2@3l9N5oVO<4jmhzkQXQ+*B9Ut0Rnf0zGYbvHx-2EMH0=(F|
z4$ogP2|lb`j7*Jt5WMYqB}^KT<6%j3HCAmrcna0!dy6B?O?Tt$Oc-IdS1e5Je-(X1
z%~$rV5Z}BDTAwDnUy%JL&DnsoN=HjeOYbh0V(VpsBA-sHjz=c&y?mmjySjCLBlRyK
z(#NJB?NusfW|CnElP6On{lNM^?#fY|Z>`sOD3XaN_=iXL3+2p-W@O
zR(e32-RG%-NqIgCa
z`=;VdTu$H5S>645;pQ)Hv(am!zVEouK{x2PnRzlaRI_>AW;Vk{YfIZ_NZ%8`8gr<&
zPV#tsfOTeRl+p#JkQ9&wK9c)#*GFI<-D^boSV9_)y~2V*n8xs+`8
z`45Lb!xP2bluNRY)(y=ve5%efQC_xePyRLv&H#(R$Rzg{`6P
zWVXfM7va7wGfiXikc=E+EI>C_VJMngdrjlIr(I5C4p6H<~o&e@Ida4^`si7l!M
zdoyl{$ZtD*UTG=s6m3F_HP14y!$U%G=;r;3a}?&VzhVMq&R*Dp%lFe|NVBCX$d>-b
zLuvBNTA|8=Y~g%P$NroimVfDimdQg8BNB16%%Dx^MXp(&Gb(ikwL1_{JYi<|Jb>45b3PY>nuwOBn=Hup8Yil2XvD+T}
z2+)Y=uE7S362HAEkvAg@vVOl;>Q}K>G>8eoGy
zW-{J8E-ruF_j@>&k=|i8(F(CIbcTv_$3_%mU&u#eWBskLi7t=}Wspx|07BBt1aqzR
zPuBC{?c_cc;4i2rr$RLLtdVZYYHJIHDZG9YTheL5+y!cy!6O+a3@u&BBvMm{+Aj)h3
z12nnQ!2RZ{tm`_qJ?N{dX|~*y>B(7bt@-nX6^dwvwPh3ixiv-L*FT%j2FC*g4JA8P
z77Wr!D6UhBRZNr4?oOQLCO>}IEO#A>#l$hn|485UzT7`{$Qo?zDBG=J?t4Z!#WY9M
znhqnBk3g|wv@9-Rl4g(%|2oh#dvIs>c!KpDO(4FTo7GI^L)Gv`ptG!{lfzJxSt1|g
zw3*#9u5<1={U*mNsy)bg07Yv>ldH;ySOXz7t;n6*hL*K2#*c*ZMts~RECop4=TA&p
ztRPWzpnVlZKKD0Wav9pJ;xzW*V_`&i2#iqExul4Pt-qn}dyClztgE>XX0x8yIvl2F
z=Lj*1N>--`8s#=DrN;ST{}WNbo}2xgzaW^0=oBMN${Y=
zzMVzW>4)>ZBR&#cSGF`fDlq&~Mfka`r8mI4uD!Gvq{F*>PkFawi=$*@<23(?blV5P
zcp;!|v>Io8Ypee`wqbdaBgQ@a{qeJ^hq~r-dwxapfQ9?J(gQ%PA^pCWcwTC=RWKC{dSO8z^>B%=?)4<)D<<#7bS)7Ug+&&)o
ztWqv15Hk=o!g55XccGI@bB`;OFP%+!VhY}viBDYY%qqvEb*|1hCQUU(?iAsl(erb(
zS)B-cQ3?2cGB_N9*Y6kU7aSaBH*yB&*0s2Kj0wCEWg}mNl;yN;QRndZdbtM9HnK
z_kPDtmCGdgnk=sirdmvpXyG5
z5h3&czrlOzLD!Yuqg2O*j=kpPJ&v3#MYT^-46hkj1StBQmyA6R9-Uo8GWlI+-gy~i
z;QFL0p3!M(Og~In+v_^7q5*iQu+;0c0qHPsg-za0W1idE5*bQKH`+qa@f~6%x;Sj8wkW_XA}!XUM%q9;l3tE
zQQbOdkvepUjQD<_u{Ef(Yki}&`&}js67;Xn4~J9KyUcu;{*u1ZF
zY^u_0kerE<(ToUcF0NX$fgO7})t;s&lEvY&I2=B;6s>KZa|~0al2u$o%|55lGD=XA
zf5+AsiT~kaB@M{n((6S+#u)k}MXx)#(&&A~as|C2sXk5cs
zxW$mY1uc*?0*i<`uq9&e=GI)ZU8x0Vet2w_LEJhJ$RvtLQ9srVz${n9pz#oD@5CNzLDXQV~!X`Z9;es>3{Mwcs=ASWLZmB
zc0PK+WPs3Ei*?rmK4pQQ_t`ew&yeJ)17iLP3J?&rBH*uBDW$fp^tg
ze9Mi;ZgG&(dL5u|G}r_2#m2x{{%!Pxx&&9?_%ErV<
z?z;kUvF3;jk39apL2Nr&`(fOi{IJII-moN%;f2xXza{v(qHEt!w1Zcu*ZV3
z)UDgVv`B_15XH0mToO68UK@E~@@=oz`~ROqZ--V;+lV_{&geInavnJS$lsZ
zyw-l7v>`t!p|L?kK1jU0Di+oQv&81R{)Y~$aX<|omd8u<
zeGMd_AOZU75!vbM8+aiMlK;@_MK}xIgr^5OsHn6L;1z2gY~yn&pP?fKL$*3GD^ulv
z_eX5^qrCJHBd;{pPIcN3Kb;C
z3wpe$Ml;xyx+>?2C@;isN#Xl5qGBN8$UvLao52wsboa*YKxVP{Dkslz;d(ooeItY{
zOwH2`1p>CXiajWK};xFiPa$QPHGK$O0l#oDOVUf};4DnMoA&
zAEj4DvlKx5X(j#fyGBK7^vf95y+5S)*VjmV{Tu&_jOu6^7+EeauBkyHlIbMi+B$30
z@2Uw;0+3V;5pW$&a8K#~0^kCe5S-47bC5r{Vdv+KrW+Qkyhz(L$T3PHviv?ouT1{x
zl{9`>dO;DL-M`l@^BzrC!u>qui7~RWXx+`t9etaG>f2Q_`{DW+z`D5r|0qWm@6XZQ
zZEp*;;bI;SSb9qT$7&6_1|R=Kp&c)AC)=arujns*?-C6sl&wF$$Nz6sHaK_Z=ExL-
zUpNO2$G*gvtOSsvA{LG{!T>D7#%`zIWso`IM=do`Kc#a>du29N9>My3(p?I!v6VE9
zJlLX%#+qS3I||DbRH2@>z8>mNk$fF=Q{d1z%}x?CqrnBNhzDqOk5(o{BY)%0TD~^6
zef-7IxY{Qo@Q(GJ$lsugM0H6iyvH=Y)RuG@uzu!!+VxoBK2N!z7FPIwK_E5Na|_45
zl`hOpv(TH0Rzd=+`VIA2RnYQ|+3s$!e?!;yy(1B8t8PV6!3~Xa>+GyWLviGDt?NrK
zgKY5GkDF|`lppu@3REhm2hZv0zntU>Nhu}L9@1+%U%egT8@lFvl>Jh
zd|nZbnfE?`uW-y#Z5SWZ06A*$fa~7SFFG@>R?KhSl0;REL^K4;_`jZHBd-!=;0qgY
z?m#G;*bz?9Q_*fR90={b__Xrmm>89rk@K*#dp;4!PK%zNmqAMT9bfE|U{_Of+Qto4
zyD+a-p3PsA>{s*lUNVQ;eNva$wG#*Ct73d|%$jo2gDZ3fwZ3*HC+lC)(AxiSIoJC+0|XJAy923rMaE7l5!)#E0YBDocrr&C3M$}&kuMA
zleYsOjr{k=wx(4*g@ZhUKGnfPUKMI-xYik*AhcKtq-M^i&X>-kean@SvT;4&R20J9
z|5qW@(OO)zbiO1O?`c>GizPL~f#7cXgp%Qhh;0gPb7N>aKmUX$gD)Lu@Yz+leRB7(
zvAx+%UZ*L4*1^mBRYp|&46_Wt>AVDWXut!^40ZyhWk;kh2l}>>-e1~fyy23231D@m
zhW7?
zqlV3!x9&4s3khHTYh(#ve~2@O{~${{>r>xlFI5=O!IyCG)TLb?meCxACed>tfh(Z_
z1e4;N>xG!3QnQvY15p^0&w9eb>So?{>M*+c22hjCyQ1Tv$l2H#N$G*vQbdGCg85yU
zg$CHi{MhXOudD;IV;}eE8_vU__8xzGWa@VV+$6_{tWfv$tEQRBZmY}o4(ihyH*ftU
zlu#P)+@Q_;Ea&dC^X~GXx(lTLI;_;CkcYPoE>c1=1y|im+HDV-cv@+Vb)Wus019mq
z-lu^K$UUBv3HiAYQhtbAhEzYN5~jq%nY9`r2B46UPKS{rh5tPPIaqb_pN8No
zci%G^!XFI$J2PG?ShM0Dt{gr$U!AD(cF!AF%H`+^!i_nom)A~lr;9Y`lA`zDbg~##
z{)y+i6cmL#X+_~`Fz=LhJ%@`w|1VgjHL0zwDu`#ms8(P+ekB)g)){q07v|5#RKomm
zW$1`T`KtJ2wo9aaWSR^r%?Xs&^tmz?lsVrCU@g07VaSTokVxr}Bfjzj~t@h7cuOt?TD
z!0`#Z<;f#h??D+oR;gjer
zD6^W#cfwN^74iEV1}`i9=+gzhyrW6rJ#Tay4KET3GLN~Qg>QQ9mU`K48JAxu4QSI9
zN13ZmwMu+V3h|%zaQ|x&EN`NJ?ndjsw&WFokVX)AzL0#96(@mSj8AZ5P!fMPF*Ry0
zFM0|$w1NiS5+=MEUqEgXV*>2B;Nn008x3eXeMh1KORdLFDwd%)uJCk=JBH~Xyze2*
zz39c^&n;xpUTL|d?lp7QM{b~p*7*fUu>~S7)j`XU(nOII=um?6HG)~O?dC1cXlHlf
z)PZ@G(`i%65XRSy9asr}Ybq@YOZh&?I{Jna2IEd@DFxr%p#DRbvH9jVg5CKzd5t-`
zdI6EqV2;1yqS!J2PrbvJ@{jEcE;5k3N<=JxJLBuW5@{dv+q(bZV#+^GYH4K^v0$A=
zb?4GICHSL3Qc|q1jtC3pS4k#nVyc^0Jn@Mn#-`YatW0~D;S=~xT%;I}frar`0aB@o
z14Nx6OPu}U1H5+;AmL^U(7fiZYpI4jbav1bYta!+yWtVlXuo)We-Sx|LH(RkMHHV;
zfC?`-1%LAWyT-7`0Bruz3lPyLl*Z05BYpIi?%8s8LnhStrp2~$m%iLc(Ouk9oj+KS
ztY{aP+7c){S~!?@Z)0@w&(OII1$2=A-kB6xmQb$W)=RVH12_gbp}fMtWh;d9G^$dUkM3>i0gzM9~3fjFt9}C+B%y-?VvK=9@obnBs>K;7N%{eQ}o5v`|pG*^K!;
z{%1ld?&Y;^En5Gxy=TF;i(gOInrWoP>l$VkF4HkG>Q!o0J(4U)!{SqBrGx$1WRn@>
z@l`mtw!E9Q`s<#7Gs{M6I9}SBIVR0Y4}YsBpL#^qnA^=YcGcq;hTA0K5ULSdI%&K<
zq;toY45U0H#e-m|f_~!(v)h*c^>ZKakXKZdDYgCG)Nv~27g12wef|RMhX40j@%2(I
z1;=4bDVV#JsHLPyD9Azo`|#7+!_y#+?xR)1!nYT;
zR-a~yHFqtsVqRkZMLC#Z2~Pq3-H;~FPFmMzRmF=nc6M}G!r)VpV1amctvgOBeqO#z
z!YGaMOp<2qWt5k%e;kaFwtvrO+gy-}7WsQiF%uWJTwy})_eBaEfB}g?GNlDhwf`1R
z!YC)XsWHE?eBwhggEGG2U`bp&pBh7=#b4WDz=l3R^U)Jzb!KXdF`zBzDIbX+gRoapgr#v5U`UVn7Q
z>2qTnB%yLJHZ?MwU)wvY=aDb@O`5AO6pZ~}ebn2mJI+U@T-%MP
zHejKXPudXx*1eyGC-@$Xv|<1Yd?CHkpSDip;=6l+7lyZ@r%%UlZoFT21Ma`UU0k!}
zgr#i)gBN2tov;t?wTn7XE1s)m;7roj17x5;8-THh-t;O@!?1Ds&c;?BogeDj8_Kij
zhUCARorRDAWpCm4*i35_eK50!GcThAD_@18I&n2-@-!L(x61*Zf%AuDL!6mwgKQH|
zEsOQ;l32a$#$71FgH10Ssxqi*#6Jher#gO0}s
z&@^NAs)~F#Ip>!0#gUR@B#WxTmBNJJLiBP;QmZZXsL7oHhNhAx}HF@dTMRy$k
zP>;04A}VbT*P3dbR&z5etO^GQM=ZD@gUSG{zx8)H?y2wc5Db+#
z3>Eb0Q3kpk4Ns-GoE)P66pG0k-Vr+~pYFEoOH5LT+56WYIh+F^uW7^>glM&*=Fzsi
z1A_ue=Ldgw{z=;FR(v^$gELJJfDHsYXVJk63h-tRA1fJ?w=qz+@PNKEx+I!F=Q5Dj
zYcZq{^=vg@A)};x=zIF@ctr`4$0haU<^;WAQ=(w&VkY8wnuFofyy>9n#<${}Wz>(z
zBB>Cw(yv|%)zE+)j+L=XQjAPu8EI6}J3>m_&o#^8W~81^2Yi|5)+^xgnHn!s6r?bs
z*~jsvEuO5ILVr9;5cJh?`OdzU$0OK!udQ*G?C#c2cy<|)gtlgiIQa5%fR2TgS%j7O
zAvc`hH}qDFdG@L8Bn>CeWKOMRzR!h{Sk|)iwzHi$YF|@XkundDo@g2p*q}~ZFux|m
zFT4Z*o}3pWsgHTb^)ITIH+r=YB8BS&6!nD#eebelU=x%n
z_|*UUl=(tU4(t<0;`)5%QoSW1jfZkamsIwy@Dz-XIVc!XuUvP
zDyqA^{%E(hl@Gp1*EA9{RmhyQVz4ZR*qF#O5i$qKou~Zkz;?rh@5~y~nn()zR^AdR
zCa(%~`k!N&{Ca^DygVr6A3Hios^x~$N6hP?D06ueR+pWg5b^~V-wOKk6}&O@3q>fX
z_S(Yl1=dFlENiBD
z4TGNO`E0Reqz8Ii&8=JqnHZ|UAm>OlTD49#wx)=+mmJhza9u>WmyA#(kDd1^z7cZZ
z<%k?hs?Dy@mkj+l-~#@dd#yfP&9wv${%I;p#0ydQDxguDnMqOKQMa4x6*Tw864Z60
zOZupGzi$IZ&)5cKk5UA=e#sh>(uUFqP2|pxvx|d>^a!IqRpSl(j-e|Af^F^1GO>|@YgsG)Yn>k9*q=;k=;ih*I%AEn)b)eM_wpLDXMJH
zD(#V)Om2U8`ZmGuJ9ITg)ovXQc^(^J9R?$c3jp_ns23Ju0^buA(Sc44&+7;IQ%B|i
zx7*!OrXm8ANynD<&RCb{Nepk2{&82~&Rw^6u)eUz1qKTf6GLJ?F!_*jFzaPeR82&`
zm>TMrT0e0HCJKp@mFbiFQOiBtzDChG4=IZJIOB;(VS-YRB03?1+UU7TVErR#foqT6
z+J2E|bH!;9sA#!o^Iuisrs$wi*Hw6oA!NMo04Ai%!zYMj_eDAeOs=s*&
z_~!cZT#n(qsXobWxt8k5Q0|RjW8E`qeGUrcrT#&Q#9{2!#EJd+Cd;Wy@a&W}R>mEg
z_$vVi^q$=_uxCq6qA_c`rZFFQJLDbBfE$e4aJ{@rB7W|p-FQ|r`ulg-e(r<+XzM*0
zAn`g4Y#8iikXxtnd#-{cvDe)3ZE+dAiH&(*g5iLV~w_R{}j4~JbSQ#L=`bR!cZS#
zR|?5UClupien`)HF}jN{@uqmwuOv=HfA1}Y^To}bu}L%y-IYSj=>4zp5su23tw{oR
z_t06ljko1d;HfuXvA@oj^uTfy7(q}+7CyWTvAi9W`pX=ziW#{3TBDrop`3x8etUrb
zXWD8X53j3LGWa`^*P7P}nP0xZ0|5)I;92M%SUxS}xt$%KQ3t}!3ncFYY@f;F>naTq
ztEW_UQ=eszj(Y2317QP20$Bp%BV{n|PlDb9a2Ai+)yde2v1V
z?2KpI6hy(Lq(~>V^8VL%B`(%!;qv@3uzh(0jyhEQf-4Ree|jcmn_j;`g?iMbBZ@A7
zf=TO_mv08x@{7E4V4Fag2HJtqd4E?zJ8js;y%^=Fw`qj(iV{3?pRh}};m3CkMRW>M
z(;&X?qesSK$v~vENhq5b4b4TIkRaS;?G%nP0%iV3bG#=yH*<6Y12;T`qTkGS4u;(z
zYZPNY>;)KKuOXoe2HtD?ja_N=B%WS>nJ)S96u5kNx)R>5ugS@r9J7_IMPhp1-Z$GZ
zJsCK*6J-X_9QRGgm<`5jw_OumiPU2PWx+jBs@-BTPj~CT|6#XZRZbZDdAgQVR)5O5wR$xh+_@dAA^Uls3w48Wh-zYF}$m
zpzog(ByN4!SZlboq}zW*iWJO^GAavEAIlMM+k*sIIKw25=2<(MXFFD%yf^h1_qhgJ
zL%bH2Yq|)%sceJ}vv|WUhun_9m!bv?f9v%edRePD#T}m=p|-p^>Ya6E0hzeUa;)s~
zAc2{UMVdZ#JZEy~p+10_Q^9VSL^mu|?~Jlk#TijP(abG1b!EdkmD?Z^OPm-!qx1dfQr!nQyn9!1K(>Ge)X9hPTsd}v
z2rtT@26x(+FLw(xMWE;8N?wNh_tpmr+3CxNheXbR?u{7b`#~Io7p(>5pe2r}LcU^%
zu$YkGd*e!h&9tnFWufYEE-qUBZIEjg@Z|LzmIkQ`0}kTmOxO`ireH3A+4jpue7Vp!
zA{JG=@b*_6N|h9OxFz4@dp#7Yjp&M*fi|zDC<0>WpBSuFwb`GQbrkav>uEEIQF{yZ;+DC0=@(mDPlpE?uPw*J+q9hG54o|GE?!W@37XpLp)DT4
zD&@GAJe}ujh&mCkV~mM&iUsJ!&3mcXmq65>syAu5mV8pAPi1AWrReOphQvZNhq{}O}hT2&_wIt!&J2>cR9WHX{!S6@@7TbtEzv5;Ml9osF;5NoTN0568}^LkO$u3~
zN9JvEUv_`)bzR@2{{^lxSJ4Rip50TP{J;t1V_W*@<(JidfBMsZ#ho7%E5!tEZRm7ds-^M%`_GPP3pZb|y_T;N5GLOhz3od9v3b{f_xLnu=f@A`C5k
z%{QFaQ!y!$xpXWk{tsRMGu8+_9skX0QSZYTRz@XaJ|jO*>ibtxCk1`K7Wb=_1Np
z9;lA!#9ho+VppWrhZoex)ivB=cg~=U{j<<*+t+B@cQW<$0D!J9hUkBqK6HmOka`jm
z!Yc1P6wQLAezxbc@-e&>79^(KZbmTxIYY)#X*sbkkvTT3t
ziu&ZK3y#x!>F=mWDGSEU6yo&G=}L4<>QH8_o^3p^fd{O6ECCW6c&36}rPcF4+Z$vA
zT1%?Ez#3LdiG-JYOa%wGCI5%^I7MI#HT3BDcjMl0
z95TaJ(pkMXiMFstB{B4LH1Wh%E
zpC!Mc%$0{2)4-3b>y{`uqAdiT;)l(pd0_5>dXUi_b7L_bQa0$~-waYb@11R>P?`q(
zzAqjld)-TXqO2SDFe0mV`^l6)Gd6vys+=1FCTs=O*!%!nPQdp3c>EguJIl0jsz(Ta
zV8>pL$0)I?iiik-E_)gvkv5DCWSr%vvbr&p-TYeJ9Mj58$3|-(>B;M0|ge9!@{Tqq|!tGO3
zs5NJ8osJtLYzZ5u3Lwls+%Y*vn=?Qq<35oFo=mmq-xV{D{hg^MwSey$@SxlBM-}I&
z4>hULj#Q>)25U=BO4P*E1eCsfreu6G8}$ztxwzLr&${=1nA}y*!dt(a6my%JpH41O
z%+c|a?D{MYewEnScbj2aEThBEK+(C^S?(|DA2Fz?mP7S1=7O53
z??7VSlC43|DCLsOJj&y}`cBG0ubA!`RY@lnV6kZanIF1=11fdI0+Zm;pp5R-h9YN#
zF{v~UyH*m$WVw6N7C_rN8;gpyt?QAobVo_DheHr*6|UsJS8U#iDU3**fa*01)AL!3
zrxVhu5$6@Wc``%IIX^opSzKMaUqe`4)l{@lu?}9WTA=~^IP;YmB6J+wa+-e^*p=$9
z>a(XuY5Lo%AA#=)3Rc$Emj*e8*Zeh$0d-yAJ4`t&4i=gO4<;{U`&~uOxjRf~@eD@K
z{eAqP6_0VJu(B2C+~8T+?*+vAVJJAUbmGX@AcB9mvn(Q(Jl%KpY?cyN%2>zRu=^Rn
zBBaFWyoOk*eQkIov<*hkz*9eP;Ar71ihaZF22zk7)&(g#IFz8po5+3mMneuVW3th4(=wWSs<_)32
zw-PH{?!~itVKI66q(o*1m()PSxcD-7|B&wgy?+IMwWJASBLQ#maxL4MACh8$_>}mJ
z$F8syMh6=X)6Wkcgy4uYd2T~eN3F
zHTxf7MH{Y9nhlzCySrHL;KBu8{^R$lQ3xYnsSgfA7yM%{=9r;|n%>~@3*x7}(bga~
zH8~mjO|;+Luj%d@Fb+Dgy=3+z4lH6uV{p$G?tF5e1^@7&=XtScC{FBud9n63hg(qk
z8r0PUKxR+ifz7S(`zh4OG`!HO+UTRe8XLZ)m1zw+M#cyX{SWUn3Z2N(?nZXD_KIYm
z^?*Yu*Z$o{Q1N3E-ANR{^t9R!oSTxJBMfY7#HURmBD%cm#c(#^GBf#rDFwD0krc|+
z6feEMN|NEpr|Qn+!H;@4Fa^x_I%J~;q%^qqK4<$1)CfF{-k;Xk(lR)wEE8#A|uVz)(0fm8`Wv76dUv{rm~<|D)Ve#
ztv4Z^(jg%r-QC^Y4N}tGjkI(lEiEO|x#^H@knWC6cYN!4&N=Tn-(RmS*S*%7byTRR6HpSSUaQ_*&{msa?$lh(g
zQCT$z%ZZ+C%zx9BU3Q$x(09>qf<+s`p^
z#UZJelgrEv(H^G!h}nPD4nXI;05XrMNL%zid^ZS`E3Flw&xCc1&4zZN1rUxATO_h`
z-sfu$(`B~WDKUfkLJzb~e_~HjN+uEyMq5Rd{8^1PEX()Fi1c8s%re=9?QYI_AErl<
zuJ}jBNM8pIgqZkMIE|EzUtr2-&XXz@tr}8((kD`^aQ{`TIsus9riQl-%l8l8e##+<
zNH06#*zXTR;x8?gdPirG=wl(400;6TE=`x;|I!y1gYq8j@A|y@-&y-R7QGhp?#O0f
zL`edh_Y)VO6N>@zBKWnu2MdiN=lw&jL|g9JIQ#dTF3+$qM3oPmQ0lDk{^}z1Jw3>2
zTC*mO09DWj=?(Hx;-l`G&iA4_?6yGSB%}q!0Exvqco}Tke6d%rPs-X3w>W
zx*g$sj`o}`ZHO78!s~hgwJ|@0Uyt4t9P@I8U*iB0w-7}=a`je>6#1AGjR`EMNRDcZ
zxa>Qhc&@AYZF^_;_*iG|R&e{O$E|)WaPI*|rw8`XK;H%V3_s#hgbD!U?sQDH%T*x{
zOMhypNsC7JOgj$AT4LoyN--G;b%5JJ`J?C;4AkFjk|atAY}uKV-?OuCb)LBwio}XA
zdEk$SvlhB8kPl{AYx)Qnmz1Hf)1+dAhY9CJiAFNsGcr_Q>QJ|7Su$8L2$&FWrNUev
zymtDuX=h>(YHw%u`As-5;r7hK((-P+5WGmxw7~q?`4DOfJBg(p7#1hcqe}k>i`En`
z_2+nBT*DD=9FA~EEv
zypIfi|6jxc!>y%SS&s2Icu9f<6Hjc+m3iMkTE~6Cy+$v8L)O|?1|Zn|QW9*Nn05-;
z^?@Fzb;{S32{}}s`I;8n#zl_Zl8Ue$MRS{2jGg{Iz(pVAkE0TzfNH;nFs=up3P6PX
zf<_2-cmY|s0}OC;P5y|R=(1s<@4(Ne`c=WnnAhAVO*|tzWAHTCGQIgd^IyC1*yC)X
z1?P|mLXv=T=X9q*STtBeDvWVAF8kF8)_L0Ivff&#F59NZ_FR#eXYo{bwCcCO^mu~2
z?{Bw`zH+vMr4n)kOPe<>?Ey<)GzmXq6u8Mfg!R@27<69!l9!4jN+3h{
zYwD>zx9qW#_SRPF9ohXj%i@Ta{9qjUR_)
z))c?5L)d_$Z)qSm`xoFqBwCiBN{_W>VtshL9Gzm2Jj7-LA*hdVlUB6)-S#pI3f}$F
zXM%)@QeKPx^XVu?2sf5Ga6ksjT=dk&_&cLPIkO)bJh^*N@g;0I+WWUw8g(bG+UK^0
z1W`cKF{1;YqdyEda@DC;^|W$_5t?Ua>k|q+$#C#3{-HS?^K{bXm0^N#lI!;#i20@B
zfHtbxYcQ*JxH*SN3xxZ_K|w?uv-%0}!5c!qjjiOVfzZ?zW7=d%Q^A&
z0ZjaUCaX4EH>a3Z-Q|G5I~me?5?LD`8JpJT_mCmMlcmP~Mi<`u7vK(XEc`^XbK3&y
zI=C)S*1Jw3UGl$@BFmP1u5*9~DG=pWsnW3w#69Xo3^IRebN6}4Layi$Pf3O^mHDgX
z_(53$x=NX6i0Z>;)P?Q@lP>sCW^r~@CsZY;cdVvW`ONQ53F7^py+zbP8!G_Rr!%=`z4mOde_I8pD^WpOaBMRZ<4Kr(
z;JxFB-RxIse#z1Cbr#RLIyoMT-K`mJ!I#ihtACa**_;Zy+@#1N$~k>xcgsttGASTh
zZ}Q3F>gS@KEOYSA=|M%57+XJGYJvw*ej6%KjnvVa7bXH3_}(>V8u&DOWMA?tY1glE
z@^MKSPI{1`p&MJ;ICoT+ly5`l`Us}TjiC~dxacpmzqUarNoLKx4iE;
zpYgj3CdjCYI6WuRShuN#)}tdbw75Ep?I5m1=8}FdD8`od@kLQR-
zG&JTL37qqs;zTN+*-4}vRg~I+b+H%$Bs@G}`%9$%!UariyRp1ujLo{yz7qRFZgU6mm+
zX(xBZuGYUko7qA>D4*rG-r+94K96N72f$#A!*x75^e47&MTc92*~|vj)cu-2yonxi
z5DW+q7cCa8X#Q+P2V&tUPLkhc)B0p#o`m&U^j_+d2@frOdJU3NL4xcKTUs)k8X|=S
zL3l~#o2;%Bok?F#!xpKc`rwRuL$Jj`n`O*<7U1pgyo-T4${|_XcjvBhFyIaNo?`O)
zH;o>F(NQNOrNvxhAnU3m>@Yu$dfcF$jODN{m;j8;^D|M6N{@q1A4gZ<+x0Rc*rS{B$
zSesPb!N=#Qz_=79VHFMY#uEI7h&W=`Ho+=B2_9`S5`IgVrDI2r)4#(D3*J{(<)j_T
z!jQE+?;L@ah*3xI5k2202kSW_;Zo_aM2j!%J|XJ{$2x6#zn4KGY3#q%r_3b$2IDf;
zy#;p~y(2C94>tCia36+8`cR{zKH0`2az4@xLv`Jb#AoVq!!da}tQx!>!V5B*+wPbR
za5Fr_aA&o@^WO7ZLuk2SVlBYD^*I*u(vQjM2_@X27|8a~7h$i3g2~C^f@Le@Y}#&t
z3OR-n!RWjBY;D6=td?gQVmQN9HFt@MYN|(X{YA^SwBZMZ+3Y*}k;nbN6?9NPUhB{o
zi*~xSaG!>E(=68A4RCU*;C%(t96O;w^=8ow6zXX+9BKi9FL-&8q*Ts`u`h(2X}XtX
zos9!v&vfq#Tk@tg9543`dM38c%ix2F!d&NK%9aZyPy6*RM(qgX*lZ9Zhx6a_&=?5*
zSa}m~7fHs&46ak>z*g%!ZviD=GO5?IX}zZSJa%&ZVK&o*r_e|x;h(Gn0k5zSzsv#*
zv0$?Eu^1PluHc~l%KAx-liP=Q>;;gBsl=c2nD1i|a>GO?HRNHK=c7Rk$U6ik{!q
zjx^zurjqIl`}qn4bsdAmL_%e)>j_05S#pWkx(`t2Rs~!`bswJN?rFb5lw?h74~jP!
zY0)Hh3wMyVw~>7XbU%p!VWG0~8DC~$j#C+*i)rn3f%NRda#4mZzS+cAe?P;*NNqy#yCIRtCi-b|h$NQ`LSJ#C>H80ic
ztIJJtY)>#jcau=go(yEzYD%M2H|1LRneA?o5=aC{xrx?k8>rZxIq+uP#k}
zkl9$g2-9ER+%O?bOC%68f8@pu=+qDJu>gU*(d9_;Hc$&R(7vd_`R1WJ57H~W+abA3
zO>+u~X!US_{Gj90kEf)SWEdoIyeUMNd9tWYWDQ>4<#i)tshQI@nEC4-H}eMRJ{lx}
z75!a(-`iqR#b61d(tfOnsqd4kL1n*{Wu%bE);qz2?3K~DDkf|
z={LN6?k+BbJL04RIq4r60^3me9P$EvRTb++DVTO(g7nB?oG0upMG$Hfh}ML#B{}cx
zESFogn9Sx}GUg89g7le58cTneo=!#S_Nrrwxhuto=KCwPN#sKZWtfFOw=v&Er?%zg
zxr+W+-CN_>Brm7_qU>}2vfFtgI8bw)5>Uey4j1&SH*!Q_@g?G^XS5j;(Zt#3rtkVY
zCgNsoqd6NjOv=9y&W5C8w}Y|He-Kg$ZDwamB?b;7g}(WC(>ND{T9%@vbYXr8B=Ey!Wje
zHMzL8ip}J`sOZA9OdXG74dd>%*~jydQq)OusPO{*s03?<_Cw*s#to@ozQAkw5yhj~
zHP#0XD?J#_H+sy+ZrQ@FnK}c1^Kk_I14{QIkYp+wiw|Eo-oT>IF<_wufPJbN_#h|$
z_q)!EAiA3lmSLH6AVhq+glN+B;D`U5@i?k25j9uufdg1R<`d<|5fUrE$2Xc{H5B`u
zmHO_EBj&rW;DT=xQW6AtzAa;aTJZC1I-sHR7tVeBCzu}ps2G24h5VaWT&=l_9Av;G!wnJ?
zxDU5r)iRI9%nZj1kNUT(Sk=yQN)n49G~6=24^*(?u~u^Xsl=38gCb@nQZL%0LJ@Hr
zcw2+UP>C@v^+)e@5rznh=wgX~yef0PHV4rSS)
zokS7-b12|%YUQmeh*=5vuaEp`#m3E^koUw~dZcuUkkXD5Bw01Ns~L~{17RvLtOG@aUmN!4ZZNwySyC!#)~;kkVr(>NCb+yp&xCP
zBSo!mx`|k&AAe1IrbiQN-R-PPP0J~CnLCsY+9!-O%Kx^Z<
zN>Wob|0r6TL#S;QsjR4q>LFLEBE>q@AY?TRqt#AfuiVf(3yGeYG(`c5ZFzN*a7jx&
z|67bWLQZ<}>q6WMDdT#_`M?n9vvad+5(S2cuDw|;VOlG_SuMvK|s1)+U4+g~VWfb!y!5@Rd@?Rd=g=PJVKjrrU*{$cm0j
z`+g+pnG^ev`nH$4&Te*HuNv#vHEoKTPuOpbIk$Ix!u+!jgulHIxN^TgzfuuVL>XER
zMW$7{MHw@U(S0cPE++4JYhUmk73qqvZj352Xi*juDPu>)xuHMc`Q2V2Y4u-^=IdXG
zx=f_T_RjcoNTd@BO9s2RgUvfKB-@UjJN;olOTG-~8ssXzONB9ug)u|nYtcZdY^f+}
z{4sA@+a^URbwba6%2Z`xZKI&JbDa%~vT<>-i|gwhQfTZIDcbK}N8u>$Z2x*jTAz7l
zFvLeo!c@ndMNtp0J3{Ry?3c6H;K&Uk%ZMT3+j5JZ;j#=(*yk~iK?tq;zOHR2kge}_
z_y4AB5k0eutLP`pe8N1nwyQvaQ%Vh9-_q)S|1$Wg9E
zqHv4Qjwy7q0SmrzRlk|9=|svOE=;9ijDV=1HmjUKse8D&f*NHx*Y~6jhoAHXA`vC#
z&Q&VM6pK7_TBi+X!)}v`zp)(~VJOs@lFyl4G_Yq%lY&v6Ps_o8q4cVKaC?cZoC?&)cWg%WcI!K~4rz%V{&yH{B;tEA_m4}W(gLYeIY11vRcIPgp
z{+@OpwNSs5mpXe6gFbI^^|Qg-B7D~s=m$P~K5M$A@pcTxC2_<*HgUUk^3rZw3$sBsLCggNcM@2KVjH1}F@1S5E%_Q`qq)^~v
zU}@lJ2vs>azBHlgJV4*_){IQ|%u5HEqGZBlA%kN0`ggZ$h4gE#R4feNWWa+H3;ZiS
zRF)OA3zF2g(XqtevD+?0E^5kKi)6rKo89>Iyol5mhPeagbDQLHpvj@)?ZQH}7{YL|
ze)n6NDlsYxU~oz}o)!2yjBJZrH|2@nHpgC^XhKOkt!QE~#MPk|GlfL5jX1e@*~BO&
zqGlt?cKh8Mjqg5edv9)*t`l%F*zQceg4+v}c~1X%FZLV^FDqb6YR6w!+Saw@4v@-X3f
zoA*Cl0Bo_uN3^WcN)%b_$jzVviDf(%hm~BPl^>2+u-LIhbf0m>kp_0|KvtDUh1Pd(5b=!IFu&_TUhu^EZv1p)+{d{Aahd3P7VbEm7CYEL(}g*HmT7%?&^)vnDWN2dXz
z7_h{oXh6`qARB7_w*
z0G=8<{ew1QwD%ut@i1%RC)K@Y8ky9NB}D@1V4U1EG;o#T(|mEv7&^Nc%M(zUPl2At
zFG%_QfkoR2cZef$S1&x1=bQ8TdkIzdUaVP2R7a|?~oAV#z@K_YTD)noACsenhk~pA5d2uxAZ!E|p
zfWhL-#snCwyLdS3k9MTk5~Sd$th4}U!$KY
zL*TRbV`myp+Q_7A`IOw(X#!|YDIbvho}mr5ljfk8l~p$m5ZEzY-~7)*&%4sx={Oh-
z#i#<&$p_@5du)3|*f+^XBHVeSv}LE&vc!IeQgnqN0Wv`(f(va)hnY)F-Zh4?;u
zY(z{0*gK4MH)SO7@uln>4WTP*@bcGD7r1#r92X8hCk-zG!fUUrFmU46Uj~rOIbl4AWgK1X$>=A_sz|1-%$zzL)ZK
zrW8@}I9dzK5)=5ztKf#8eDgm)ELKmEXbu%`l6MPSCThg;D8`$IRgGyPGsWkvYv};%vIYqoOv#?R8g3L3JK45leJ|+%?U<2+fiN4mXG@0t=p%;1l^lagMzN2`hAMhAt7zp6OAKCS@eFw%|r%|aFcH6<+
zzv_8_qT=BEeov8*%x9A#bgRexr#~{u(5%cn`zIk#fwjUE**P`##}tfT{7#ii6Uaci
zu4T=DyteLEi&J5#6`G^OVq89i<$2%%gJ*9_N7AY?OlB}9!Pwc9D#~JB2q1&ZWc*U?
zDTIcD!kK+xHN(!DA8OR;vetSELA#d^tZ;~m4PJGLxFzz)Gw(X$gjikE;_*n{+$#nl
zZ-;jcc!u5(@wY5NkDZ`1Eu4Ia*ngfSLXOt>yz_W}<>i^^?S$aH<<2_;d-t^2W!RWE
zc7fCOY>A6{mK-%kN6%iGEe@ITv+nG(NN6cIBk5?zLt~wxf1pR*+R!u(pd@DB%aM9_S%CgPtTq1z5Z>R<%@AV`_#r=ZA^|jDBFeXGyC;5zj|{
z8nmbTIb3Zo6B*4xDCQ$)7%GJL@`nOF$AJJLmgRM6hVj2XmLT*1&*#fq`S?Nn>c!@^
z`Zc5Z&rQvOQdO6G$Pq@|7G#R*ATo=LSsigQIzQwDg&FlYKI$kGA?;(ej8MQJzeHn!
z!b=82ZLlA3_O|pYhBnh=zFSkU?~UP)$?CSmC`QeyD~hQhWH2g`GJ}Gml3(jL$wE|o
znw7dl$m^>|uU~!zR}Gd&k2anhsH7@6KMSSsEg!!BQ*WK@4GSY;GSMohPhN
zr%vYucL?9&y(H^D-ZU19Z^f*ij=tF}Po+l4zZc_#!@{o`R;TVB1afdWma*m
znz9;DCY2>BpbDa!@+z>B-RqN1)0p!PVM>oEc$DsMB_86%%G9-i5k#1hRS?KwkuoS5
z=S9>91B=N*XXP@~R|x4%l0M!`LEp6Xi;aT)Y{3+&D&7b0v6#GdCN^{_k!cf7c
zGCMe-@t2a2@o=;HQ4U}(%z%D&K5bYE*jqywtk(D}f+=R@;~`cg#mYRyn;)5c2tU~!7B>^V2*HTf~VQ!X?
z*obT@8zOWUzA(3cQA%+GkPF|7&*`;j46AI7BtuQ*XJC@ApECSj%z>#}j%!fn(I?ju
z`Zs8V8ugpHp9rT2Td1gAiP6drh8?@ndHcrkiPXvbf>2=r(trsPUj=V*y`ADoC1r+W
zQ?ohL&4}33J!Zb2Cbd1W(BeVzcumPo(0;8kFEPkEC}y3p$22N^G_|dd2-2
z#>*QQSE_ouzwduTO@)gTZV`pwtDq{X-c39~U_2-IZsIV;vH#Bz>+L(GXxXiBKwWHZ
zzp4B%qeRs#m=PD=hZfOofd3w!bPb8p+w9p7dUJF`mit9{DFpmu9Jb<=Dp#Mlj7q``%Ap^k2;eq{&biZK
zT1vBneCL6^YHXIEc)WUIdb12eUsvTC5YH7H=a*fB4>##{>
zJ~JOWHLnncZgeoZAZNemtO;p(hg9q4j853go8d~SZ~GWJ14NrG6!ylq^rAH!7i;Taf_PFx}9`uUFB!jw+G>mh&z
zF2w&HW72mAFKr6DIBf(3BIjvQ4_N;S>{;5>(7HbS(jkku$rt+BS5^@`5(2UaJ!Tq{
zMIpXHgl67ApC|pR{>A0#IbZJV(7Lw~Z!U$KrwApLpbYS~<7|iGln>apDx`14p-_`S
z2b0{@goD!@%m{-DT2R|`6|SDns371z)lgLVm|n~r7ICPoN)XzC{=Z*`lM}FxI3&$z
zA~ofs6m)zT1d#t{-cDypR;a}DO5&<_ZBw(Q$VaMc06!7inVw~_zhZxZ9tfJt
z-U%M%DOAJFSCz5yQ8%&3A1Y7yt*NySqYj4%T|yg*q2~>B94rj=zB5smFTX
z2qJf=^u{Rng$Vs=mrMpx8(x+c3|J-VUxOg{3#6R9SKm*5iKpJQlPM@f=VLxXeq+_n
z3At=ybPcWs(6nBNM;d5pSn{i_{_gm32{;%iDCpuDvY?+$BI0DNq}GX$qxXrGrX{DJ
z(*lR{+eIJeTXxWY(oX#4@X{ZZ2CH&8-A`VhXfYY?F;^qf@>p?O^KoG_E(Us#>J}zO
z{!00d?p>VHbE8JFe(n+&82vUZO8ucWP8DLYFSdYZ9#+GkDx6#V0VE40dEbrKS
zG~wTipt$$ds#N-VQD*tarc$;GbbhraR-6KM)_@yio6{;a?xG{8NUD8kNV}Uq_4Ik!
zT6zX%;E~iv-a)<9m!6A+=`yr)P;X8{$(r7-nAVM*?x(7KlB;m@_LpxWWn|NbB2!@O
z^wxkA`*U_d4lDfH`st%WUfTOoE!x&%Af_Py$1>gvFnjq6>5*e~PX83QefWNt+mWrq
z*xioq=mDpv=2wTj^+9C57HqTgtDYbD;?Y&e#3N1&W*S4wwttRp
z`Pzk26{eX#7I{CsdodLZ5aMFLncLqVDJsRj&vTOcKL#_n?b^C>St1i>6bNtV%yQe3
zSY+7Nc!vRd;_h~;X4ED0hNu+~vN|@+A@;Lp>)z){RXE;EJSE+n+NycLpwU6t*vyqc
zGkXwN?)B5n$3Iao%5uTq8xCm`v1}m)e1@V
z%x)T2Sg><57=IfrY|&XCb3_z={6zKl0u=Q6SFB|b3?+rn$QxHzD6t?B#$=RO_Dkq{
zuQh4}(C_L|4HM^38uJiSROkUJ_r{4PVz{8c7#6jny~tjhq|2u)3Jm|COiYv7UQ#jf%%Dmd=x{kDbO>|I@=2%i
z_FMXje`_%hqQ9${hgLZkY3lxL%hp?0qIQO
zKy&oj9tyNOZTZz
zRVL*%5)ekRxmv$;U%xcAMhnr`NmUtKY*&=(N0Agw*mNlB$>`hK=$y~CO$hjmIIg!#
z-0A$9RCnCHrhB;cHC}7szRQukt2TbUeO|8i+uNN;^K05F(smc!BjX;?4J2)d(4bSL
z#c_ydRxxeNbz`?peu!rEm^FR9mYC~n$7^frNMQc8%dG`S>!PAH^>3!J)Q=pGRNMco
z;f3lty?XO+uK#1lxoC)=_xa8YRI#kD=SUC8{CsD4_enl~NKenPx}i-cv(>_FFP4IR
z;FEN@c`O?5;btrHW4{p>nX|cR^8prBI?MZT5TS;5B!aln&8ZJ=c@F>ytd
zJ}fN3wM|UKALAu|z#*h@dwKv{G%QDzLw)v>+xfmD1NBeOKb4yY^w~|V?@yl-LkBD`
zCNMh6&If+gl$N_e(lv;rldAyY&t|z#p7Cd^rR@v3Z=SEbAl(sRTi$H_6rq!)(>ApD
z3?FHQHv+7Zu@|%5l0EA7ry*tW@itz*t6KTDr}MNA@RHKOy)BZ6Fu(2}BRZerThGRy
z@V>o`lX`8PR;t!*yE5guANM5H9*Llm`d=)c%Qi_^8gboRK3&GAa##BedD0IkfGL=K
z_x>V7>|7I17KFJKzH_02delnC^v^SO?z{Ip(f9+E?B-*xO4sXL#u{&1=Sy}(m+b4R
zK%#uj_r0X>%FVP~wgWN8B(zLbeAeE+V53fNNTh7jfW<`n^Wz|0#h56PvZ}Bs9Qfu>
zBlT~uy{3^@St6gY-&gx5!W!q7`tr%}hMX>!_WT~C)@L5mrq*@d-sgl$l6z!wR<2@=
z)aJh8i(!i&hg*DB$1#%~V#hLBU2h9_QyaRAkAA=@Ex93E3+uP~J@>mpkqMk8={7N;
z6x86hp3WvTEXw&NcT$+b=gEA?sHX`(*
zIjk?1z{5kDI=LDTc9_JJINn+>45d34Xp^!H@SfU^w3orB<$<
zNGFYMyix&XsQAkU)H)B#aVbzDl}b3k#^Czw>+y@l1r)^=7pKb~IxrwIkr2~Zpvwu2
z3LfF*!+_%BjnlOQiptlH(f645cOO31-K-bx8UxzW)eYDg_MNB9E?)i>^Jjku*lm}`
zLrSMV^bmBnG$%NnZ8)`(`aFWe;zwnbV%C~1)>q(-x6P-&ZNtHIEt4|(-X-T58F^`c
z@##rBh2IyxmfHA7;%IPqOkUWJjZFX>v?p|5-n;qwyei#5IEP%#-12tOzwZASV@2YB
z|4_}$*iKKu>G1TcH(u~b^hfwa8q-_nLWkc?i}zy25KttpJ{{
zJUhG~7hK3~lK)s!{~tJlPw|6o*2`awI|DAN&;y!1#%I!%^M1Q5+D5OvK3?n#KVLmb
ze#r36DbL?#gI5(xKwKoTN3&S?5>e
znNRCO6~PMd`4GjYu#wsyCtarb2Q23JS5cMXMfSs#8mOc0Bi%#WV*+z$2UPJBEpBQ2w+
z0pIne-=-llBt@&Z_6
zHgNi@rQLVdo#N6njP=?^U9Y1@M79G)DXx2#i}v#k!38Nve1{Cd)2F-z0Tzf}i-E_;
ziToFXI~n+Wqf(oLAETlv80KP)%qGj?#16Bb9*vPN{-)ir)o0YTsdh1`ydg|hX5i#3EWBQ0f>3knOcwZpa?cgNMSE@qX$1ENAS@y8y)```bi8cV#_2!UkLPWmAF*fF@91PGxcvU$i*W&03--_waSoXGO=^WlMt=2
zNILmB39a7S+U|lVjvB)XTPD{l>qxrLSv20*G^%0mdYEbu)_<`(Z-7cYgn*urK)Ad8
zE@FY&3?EUPK=V@Mm0?QqsN45f*6ikxEKec1)~oLLPm>pzyur9X0Z+XaAQe>$t_;Sl
z&YBW&-my1tSOq^&g52L!+eXKA_vWHXo40&1XYByV)Rtdsd>#@W8}(DYb$#f&sU?K!
zFYZmky(|El04v%>{Zy@QWL;j-6o;QgK*Q^J@&mo|zN+6^loF!XcIvK@VtM_0K#4q5
zBDuJzvULpD0GfHL7ype-Nigs}h2SlV%l%psFNTn}KF~L;6yP0j!5dPt)KY6|YlK39
zC>i8cQw*4}aCVPI^>38sCPg!r)&GqSr>M?OOWBMc%VcA9zr^J80lOD;fsn9KqzDf&
zOR%1KR)SpqfX|aR#Atg5q?8y;qp-tq6DTQsReHd9l<;=d$K_8XKdt7v7cVEvrZ~1p3F(2YlaKvUZwT1N?6X8U#0Ol4{!Aomkd3GWU^Cm
z^6ve5!V|piJPzi@%vMtDoUeB%-UhrTF(WfABIskU_#9pT-YGnEMB|B-FP@UK^$k$|b-o^y@jK?SdiSVU&Wz{(j8yTD
zY<*Z8bkDkrBK_EV^N8UtnM%tlr1lI0s-9SAz1(}7EBGiT?singkN!^Xb+wtFpS`7@
zN|X|P&B6DrbouzRTajpm>aX=$<>%q6XG{5X?SlusS(PFfy)$VVzi*1#H0Z+Euq1IQ=uiGVAWS@Ddk1x$6
ziuw_5Cu9zSE`z5o;BPYiG^8sh%1~yZv!?>u#)l~+GBX$@83l%IJT9_x4KGM<6-j{Zql9=yq8|HRHE@eb6x
z-RnS*?0t0*z#TV=py@(wuS9D`ZP91&oq!v_OY}-%Ln|HDjp60XE62YsTCYx1^bkM+
z4fM}enE}^pi|9fRXZyx)x*BR3S;m)_S@Ob(3_7(K{WCk
zo0K#miTB=1drz&fw!QaZY&D;|H=enJGNR}wb6+vQiw(aso?=RrkK2&R%$&*+8JMlg
zB(%(m*6{Nr^7*Dib$z%4Pq#KY7rKmo85z4W`rEQEBdYpvCtRKTc22}S*4jK0kI6bV
zN$<#rbMriRN5B5CQ`)vSDj?bK@hs~9sQ`T{TiD@GreN6D_to*-x=MsRoiLxF_>W<2
zsXTO9AP_5J5{A#!$o$9eY>PkB4tikS8?2I{fI!XQ*QIc*y_mVpHJ>65xl#=|d{(K~
z%#~Uyeb;q^x;vd22ow@|jscy8)dgpq5jjA;=;d^2b**;$jUVX-z-dzdsQ$cx%hVw(
zh?X1xS#@*|$OpC!<^80u_p{M?EF6MvpC2dWU#lPVUZa)Qo!`u&<>_sbu?p9GZ@yj>
z5*Z3W@;qZDhK0`imN`qpyLqiA1c1_GInUm(Q>@$n>SE?j_~Mp6y7MeAk>@RreqZP>
zzS!A#mgOYJ%ilUu4XrGAi&CZlU_*^DSVX|>_$K`i?;-GWCc3g16yzN5p-?W=Xch2n
zf9YBC-4yp=Jjwky{oN|3CEN&GywFvErlO&o=_q_PAQlDC^oBy}mkX-m+?-xdwWqQD
z*UcQ~G8tj&)Bk?gaNZO#NdKqVN&4
z2nhLiM*bTegLumAJ7-^YY2()dUt&E4*UJd`=v^_W>bc275Ej=|JWLwvr4yEm)Cm!$
z-F&BWH2|aVbuHUA^>q5^e#8V5)E>;%s)_9ptM@Q6jhE}cTL;wGyKdg^w?3Zb`Hm^p
zF(IuE&Oedu2ABqR@nU@V^)U6a;LRF~-L5{!HZ13*-8lFesKh3oWtV2enK~fEV
zdRpzO{hW8CPyT^ZYi#PFQbKIx0u&#M=J$X-$lVxW9MpXEfkgphQ8
z=-BIlcY%PS=dIB}L&V5Qmu@IYMCEQ?p}@tn^bDw!GU`s!%ob?N31$erow$z{FbXylx*hL|C3UVqvMMr)6N>*r4;Lx~|nl
zUIBC;|03xtZ(EI@orF;?q+;@FZ#<<~$c7=-6gS3DR@c(r9-3e8Ql`ZOrsVJ5yaCn#
zH|4$gNayzN5)j)G6WjivJp%aZ2o3F%b`8y7K>BAGcsts9mg|~oS*Ei}BT@UTB^XPF
zdi0;$?f3JiFOR-uGRE
z@u5`{y7+rYk?;Zkzvu-@=s;xmQc+rx9%;&A988wVV2mpmZbjRpIL`VUb2T!?sNmP-
zwc25}`^gpnj8gImGBX7Q{0-z%GLtJu=$io9)APIhY3{exyX{}k(8-c0+3P)oC{e8=+V;C=9e9t{nR{^eBwQ`CI^3zdhg`_>v99@4w;_+
zQXa;IXrc(&ShnjNUm1Rt6U_(L*BbZ=@D_
zS>E4|=#MzWVG9K)nlYT^0x{`x4Mi)2Y%Yea=cff4V;
zdwyTrfwr>TwK*9z^Gh}Vd8ah65wXgL>TYDs44ADXHVRAtPq=B~BibdORyALNV?9PZT!q#Yoa~}@YmO5szgoHq
z-fsroaA}*gwA@rg#==J}oY3}xq|1p|04nL67nRsontK41oT+dr5TEIB!xpp2DC*e)
zaL}Y0g%mAB(2$hkcReNxtHM_A6F;|6^Ho(f*B?E8H{#+cbo5L5Q<{lCdZ5D
zyRmE`)(T@aG9z_m@ycf*=!+5Hl%4;gY}p~_0>bWl&!|~p&JE{ft!G&=tW
z`p2)vXgO<#`pcgu=-H9+o0>;WJ=Y(P*h)wEeI!@;1A1xBPIeK#!#1M>WdUJB5#U}nskF?qFid}%k;#MJ}YPa^sQdBYZ
z&hSomzuixt=bY2sUU2-rgPRa?W-)t7LdvM{HzT)i%6$HHg^J@FOwefwkDrTEN+`EJ
zC9YE*O6u1ZPE+)(YDq%(Mj;PW?dPhfbUQ3XRxCo~9&gw&eBzadtytlCGnu7OY
zx&#obc?#3}*$1KREAyE_V+RG?$9>y4zWnb_WzS)Joc5b;$i8`{Y0>zEvv5pFIhUIG
zblLpZm4*b;(gb*VWodPs^9D6Id2>^n9K30WGpnhRX}M3_yyl|GM=}N}p$3`N!P4x+
zz|$9pF3Mb3k7FNv^PPYJ>KqrR^!-=V`Q+*`yz(Oc@4n5IlkaeZR;%^VldPtqycEC7
zjSDQ%{kf_KVX6(Q-AY`phD#N2m$115_lDBn=P;PFE6rJ6>invg)p9nM1Q5!Yyfw@}9oy27Jk
zP)mvUs3=}0e$`CHHQm``J#+B=DNY|LLBUK-V_@Q+3y$)n7H|8cO;PnxXzcaNJ%jO4
z2+<>LG(6O1FJ~fDWlVupZKThb%^r*3bYb4bA@*3Z$AMp-BB93PmPg!QSvx`fQl5T?
zw`PTysnV6!saN&TRDCTeoAry7vCC^YmMI~CW|xpC?V0x!gP>_dcfEP*BkvrOSgw^b
zzo{WB+WfB=Q-17!CSMbL6P=c!P*Suaj*e24Q$vhEA<4qPZ7%}26O}LB7n7%V^vS$m
z6vD0!JRRT8!wpIbyfgFr=!vAqPG`eh1!)ii7oPF%6XP@tNuYe2L$fspTa*$Wo|lU=
zd1|I$7WxDgl?cDRiK{DZ-9GB(RpD^$O;1?6uCpHhji*LPRMhdRnaI~Glj=FiV=t<4
z{o_Yn@wki(+Mh997|(FJiX7J6YYd5zLZyPAW&UkfqMs58rr^i(2+&FZ%qQn|;;;=RJtm+E|V
z7NMY+q*kX}TEz{rB9$z|Zm2r%?xY`u!G!LW7=!sBN*aO_2Ir_yVHr&G80ux6>uk63
zP-i`F=lU~*j-%!@OA*2cmxW(%-YgB(??+lj`ev9QQPGz?k5;!?i5D6ge1Zg7f_$I5
zGm(p6aQ&LZ>9UvGLT74RQhn|+o(NL6PfqQU;O_VQukD-JX7#t-;N^x0l(wUv-Q?xYo`1|WX
zF%&3z>gW9xxQh+zP1wJm;9PBmEcr_}QUFP>AZ{tnvzWVH6bua{Bw$*niEH`3z>4eM
z>~^!3cDIn)=W5M}oQmt_vA7H6(S-B?|A9LQk{d^^?%YEc*+CfPC&pK5d{()b&lP$+
zmbC2Bn~xyB5~E<$EbirZ%fEX$k?A
zZ=GRD2Uh1X1&rMej~&pt=?`{67F+hNw{3~tEY2EJRx^O2<_Yw5qSlK>
zbkEkCOCR>;!|PuW5I9d@Tc)U$`(a1Bh~-T6YKxkov@2`|<3~Rx2nkOy3#VFdc6`#B
zZc2*J6`|B1KXS|H0~e}3wyUBy2#ma^Nj(7VA1
z!5HfyM|!815K_5%z{@~6lP>gBav#^VyZ$a}Os_Kw39~eIiIs$g?rYPP@|tH3rk}Y?
z@$WUL=j;grwqURRT8#kZ(CCr!muxh7Oj#Lm)z3nVG8JlNbU3;hy1JTcx|!47-pW($
z^nyZY{1w=19~`_sL-(6KLrZU7(qvXL-nFJ(M9gp)ZF1Yj@7};*3AU-l5zVegf13vP
z<~ge^-R@S;Ix)nwR4bUT^gJ6;sOKN3li^6b58qZ$fVBVg*gN-4O<^pIOH4Etg`7L5
z1{UR0DUFZ4Cw17m3Q;;>VX5M(btsURHCicNdBVG>3^9KRcJaQR_PMFuV={h^MM070
ze$iIu9i(J253#PTYf2)+Qee-AA1kyU*SM-Dm(VBymA
znwjCytsvi-ZD|9u-vf?#4$0x0{;I_U@m+C;a182q+n7o0Vz8Fp1F)f5i
zaiqM51|O?m?xa8RMs-W9pT-)2QTr4U$V-Vy;08r+yrsvHF#L+I+!RZKC3(Kh;&l20
z{-8PYvA+)72)#@(=gY`iU48JiEEi%c3Rq2&~
zAaAZg;nOFxrXQrbVhkd_DapFTC705^HZCgI$`7#{7plzJ5bPZoKntW|Wl?*#OoRGZ
z`c;%BWzI$*MKAsi0q&*4!FVVTTwULNJw0oBfK=&bSy-s$9T*)Ged*Skm>3u+A05NY
zT($95SEfd{$nZ?fj%cn_p@WT%;1ieXW?5EdvE7dO*RQZ!D8tfX>jgOrOH&|9rDls5
z{E~X+@5-F(g`_%+?XjnGNOeO|$CZRuC7iAZKB!smaVD&8Xy_mW_NjP3agtm(9eL=~
z3~6kfQ%PZP=J7^aMOK;%q4a{9?GJ+s_ct4t;?FHsbM#X7N*2>YsR;MgyjD$H
zUoDg#aq^eKo4fLNURsdb!y~!M5IGH#6#ui5=OJJtM*i4M)(Dv9OP7zjUCs8kwSH5D
zg>#by;YIf7tk?z~)bS<(e;B{I7!J-5NIUp1IbBdIs7X@L(Lilo-bX0iZIxWoR!p~q
zf98lh9*7H)ei=nDInG|7oO)aOD>f#IMyI#v!;)Kq6ZA}^tP97qS6nbUHHB>bB*yO{
z>E`uGr%hom>)A&ED;~+AUW34^_*8|4OiK}56bgzQULMs7rqlgJ@sS0j9Mnp;OWi(G
zNFS4AyNw1tPHf;j
zy+|cMz$IN=VpS}%-qY7&;achI8?rmv_S^O_1o;j@Bk<;Ds$+jYU80EUJ};5~tfru_
z0m&;fFaA3Hd`Ppo#8RfAyd%U$=$knaEf;@&U;yHm9}ysr%88-|7XIi4!NjEY)Cx0?
z_f#Uye_lN@9EyUP^VxDB9U6fppDA+`eDeIKs6U)70TGhjq?>){EDQDI7ubFWs6Z8M@hd(8bHEsZ8tl>Fs`GzOAY
ztRo0fALg^mX7vi+p|uK1T|EEpR!Cnt$q}AEp6*NDyq4Semp5By0|-sXZG7)qq&+K7
z9)1jQE8;CSVzB;;GY`7#rH@h>UyglUnL=LWdC`!`O(|k(pfoqU@k7Mc^ulGR`FGr=
zL`4PrHNNa*&(p?MSqlFQJ;$}PaRq|$Vp^T}c%y@=KdaC23(I)(Hi9X-gcWc?iKiP<
zk{TOLrKC!~AedzeN%|1Be>e5tyiqwCTKbr8G?AVf6H;|nUJ-Jf-2>XS$>wZ-FXT5i
zjq$6IAQo96ZkfWu*3|G?!|@td3pFv-KIQSge-XRoYkQ
z)u;UhYuB3`(iLPJZmX-m6q?#!JQlqWB@az33=H)Bl2MiQCo&2*N98VKEwWNN9ToQR
zN{L*dMEps~F+OhT{IT(V=L_AL+M8?<+dNVtdP*Hak8}q2u!}(n%_rW1E+5#9tCkCW9-z_=`9muFzTs!`_
zj+(maBBFT2Rq04r$8Z-zlOOVS-kftoG79vf+k$9RK*CDNLgsiq~N(>*eq{e
z+HP;hLXVs%JF-&V_NVc>j%8e|hj~Xyh87WWI2Q7u4oGg
z+?h*S^2AJ|!C@~i4rtkuOZEJch(}(`)c8+Zp-SBSjhXK|OS^&}di{}O*etkgwl4oz5+?Q>
z{LF+;c;pA10PtXoYk_rmm0N>Guin~VXuCBz;Q_mH_rJh{*6D^XVa_$?O0Q~3CbZOM
z$SnwYMo<+$W6Kt+nk+0TN=Q(IytH+++EOvuK0FFB!`qR5JEnF=@d&903}76?F7O-W
zer;fA2yuz}nUZn>+n5tUwEPq$$3CmR-7Lo5&{t6!i(<^CU51L1i$C;GELHA-8f^wg
zEQY6j%9VCU>4U-ERwx%2e$a(t$b5Tw?A(bNam$>ZnMsQyF|CDk$;}%fvI;XVW4aSo
zEkvH(xOCGU^YqWi?l-4+fS7=eyB_>vqfN6}?T@Js7=jx)A57bR*x5evU;zN5>{q8O<&~LHMWqYm0Cr(l|zJ
zS3@U)h@;+G>=vu+B;{2$Htv+B&$O~A(rGq~jrLC)IbB4)dKB2x)hl@CT`7#VUz|;T
znpCyFcN6ix3wbwAGTNPKd|^Nbv2qedFkN1jFzLu>gr~bib4d{yJvIKRzQc2Wm2M5L
zh$*{#-O@^iIEIb+)7d*zt2bEBw{Of*B3dR#`<*UwXRc%HAaf?iWum>^MNM7|czhN@
z?E&O!G*LcW@QDcp$Q;SiZBZEh=th9cCkzgrTJ3Y|B@-I0W~qDwb^E>1XQk*CGq(aa
zbxLvyD$O=V@Dp~058L)82W(wMNpPv1otgF<**Y14+R*3C6a#D&ZxqCh_YQyXBd2nh$W*Q?*tJABFb8E6T1
znsdVVofaPV>soAtsSWqT8%J!ycH)&gpUYgruI3=F{4IWQvf>g{B!iTyo8|Q>tH!yc
zb%tM}@t#teNo(xpzoZve(wAalVl1ZWJ?Ru$Q*`{`IZ&e3##`Pi&2f5%kK2yYF_8&5
z3a#@IT{4RL1*)$zaNrJ3Kao9?Rl6oKhs>$I2q7U+xvn=uI-w`NZkjGG-zTSkiQ+vY
z``e3+t6Z21v|K?xmF=fL0i%ypc;VlpqkWMTXg+X0M?$)!+lj}^HN@sV
z`5LZF8p{aRm8=_ro;>FEuq1hvE9L=ZZbbUy^Zg3xFigdQ46PT>BkaGt08`+kkdhy%
z=g?DH4RkEB4D}##5n5TS=Z_x}b;yVtvI)q4KDhBQeV#>%xn)*p6!NFxB{*kOQo(?N
zH%(`2rD
r5P{Xm!uB`2?=RmMph9=f_$P-9^1$$$hI;FkF=GaiagVmVF^oC)_)L6
zi4$ULW6N6I8>1w5#r%dZLZox^EHqfA?S?spm*2#j7A)^Ws?RDlD0%zLmUKTx=&Z1T
ze4H*Xqf9Qfd+o>>e(L*`D8fj+MVv{hC^NITG$VFUZnQ);NrzmJn+VJXnx)Fe9IShq
zs|z;xrZ9Y3q@2f_)6_zY-7mn6qwVAM@}k@3>cDFxBz2#E-v;)c`?>Mx{(?1nrQ7{q
zq|(o^;2c9Fq&C)`;|KRI>XB7=@BboAz3XF;bW+X+@-tE|GdW8RawYtmV7r{G-P8NG
z{{-mgp7O_P1v9!S2nF06vxoN$_Z3X7YfbvxxYsBzEwHBWD9Q@6EGR_SW1Gm
zqqFs|V(4gM(WjL$W|$FqTQbW8{SNZihnF1UF-|{hzKFftFnmfCpksqg_zK*p4Y6|M
ztNV@A+q5*DyF*FN?$b|PaKqr0qK(4|QBjWIaNrXGwR;;n{jcuJ`1)7(7yj?I*L}Z0
z`hWT+VKO72u+cbErGJDqg1#xpf!Rs3L=`-QM~AK}{wT|Apb|1{c=&h{bx$6Ct}#{M
za@_xD6J7V~*RN{3!XxHgqk)dT=nk4;B}a
zOsuhKY>|3Hr6{?}In0^A?RX@s3uleoAGr(snoX6)Ei|~Csgg3Y6tUP&+7S@!YT+`&
z%O4{6J>SnCdOn;#JWP7mhvHSKzn+gZ!W6eZ-!cO6)FS0{Ih}5Cz3}{-035Lbf`pva
z1RsslD=Uv9i0C6lJ;d-lnNM{*>Q^|>+@C@SKqsYgy~h=@i?H*sUG`(8diR^bwg*16
zbj4;#s@2vP)6LE_9gKo@7yCTh{DD^|@R_~%Ej)oodbK|w2-2Czmke61_&mMclU)_H
z1wu)adjbL&;vv)BR()|Lc&ww{*|9T~2HvA7MM@rTL_p==ZNb4i;
zCG{U|xExNMyp`mY+m;3!TuLB_FJ@-0wpER-tx=<6V>#Wae8eNOSsE#`v4mW94emEm
zIw`TKsk~PEe1lS9rub71g-gcQ)d^x^e=8+Li784ono<|Y)EenN>2HS4)Ut(7PM%j8
z-lfFEC`6AE?{$DS^dcZ)=jLb9R_8^E78_0GZzRFS#huErz3A`%ij9p8@}K&86c(d?
zsjpv?8FiX}$tXA2Y}8pTRkG43m3|cz@9n*Ed^s{#XEj%|ce&Dm!kboBTIz9go&p|X
ztH*8E+?>R$qP4Z?moGnJ6`dbwy<2Foh3-2ZEE*XYCv%XE6>*gNda->&|V0EGbWdO9A+D#<0?UVJ5ObUvB%y7TGOWl9_JJl#41
zj|p|RLhMx@5w}xd;Q08sCd8w~ez!JHdQG6#icUAcY8vwt+=!L6COSG=GO5-Le#vD0
zr}7~7&X^eI5(V@j&>Mpv3>`m6hhc^Mp?RoOF<0wQ>nv`i4pEt!Ei@T>&u*#N;=HTs
zp64Q1Z7;!yl`zQ`7T(aQn6$&5uuxl3F$jqYeE9GopW9`6X(^Gz=6cCo#ok;UStdou
zBVLb7DvOXIXd0(GY;tc`&rMj&(bUXrsgaPN*@A_jFg$z^e0uInEvBrLl$5-@-N>W6
z$)EhzbZpnxVR&Y{je>UTJxmUW-k734x)rgtlUIRJI)7p
zC1fHP_-_KDeX+~)^Ybh#d8G8obk|h^7!iv8{>W~;p2Jh`OEp{07e;k2NXo4{*8EYZ*g$mk
zV%`MJ{?NN^csN}S8lEK_)}ytu(Wlh9Myc6omvEnz#l|Wg;fsI$N}l=Q`Wn_f@Kfu;kWrIS}?M-_-M
z61mrs9(SvM$1X)8afc#^`D)u5J~#V2Yc<-K{>{Q5UN|{@E7M$SXKx?0H87QS
zsRePlwTBE!tABpr@m^a}Qj*l=Y6tt~Xd@)fZ=$-glG~9U2L2HNXPFupVCCR2*d8@7
z8uXQ*(Kj-vBB-1R9WR>FqDM^hFgBUDS)&Wx
zVq`Dc)jo)hN=nN6k)T3Is#@iuabj4qo@@l09^vHVEGQ@#NUSZdtVT!Y5fp4~)wB0F
z(`z_DrVXg8!%Z8KmX>z3TI}r|J%=|u#m0_-PuQK=70H*_AUx)WGddR3lUN;0#06DV
zHx|@BQf9JQa0hPP-F_k^lx(amp}4
zKn%gLyo67HCIxd5(hF50yy0q-R|@}rq=z1miMT)uFw4y=^mtGV3^p#F9puOvL-WeY
zJhu+L&-dnH7_@jPDZAU--Avka53o8UctPv#?Xg)bYFk?7W@qc0tLy0vb7IH*Q2L}=
zp*sVnDPiFWtyZ@j(r+eXU|+mPt~83pqJmL*Utyy;QH_m_Af{|Fku^E&CL^pt0YHGD
z#(Z9FUybqt1~ESRks1Bp#eQhE3MTWMY>#ht0D{T5RM4D#JxhXZu%3!YJm`Hpf7tfM
z>3_g(WDfTb1b{dYH2>qpf1|noSJ27-60ZE8mn7Qx`}glbK|#Uc55=+m1CSYLqFzk?
z{!Q}VmvX{0ypKk6`t&boH5&Ve+myd!xkvJqzmyR#ZQ-Yz=XpWQn>mf=us^*qQb>nI
zhx+vN82{*UM9)N4U0uBla-BF)VdG$0?J|Myuk#w8I-2U=7aev}pHIbbqm-&*PZz6<
zY2nXa5X98DOeFq|x&;qDP*g%~cQY(0h11^sWD^~Wf}H#mHbO~FZL*T-+32uasr`Gk
zZG*WF^FU{H)v3~qWuU;=I`1x~E
zR8$nZ)y#CM#vBO8py#>n&7M(HQ$G*I5r27))It25se(R2K`WG-8|@u6Tn}XW`}Z%*
zqe8h^N8qQ~TJHOr{=|>pm+B6@PJhy={YcqiXJ%ze`)IOrY(S%r(w5BW+^EpUmivCw
z(sG~t+ab^OZUP>0S6I_S!
z5L||tJ}n$fV`J^)=xAC>CxJ(60BSYa@2Yh4tZxn^U13DK_gWfjHmfWq>?F4OLXMv>XJXhvMb4n~~YZ{SBJPg(gReOjN8$bo@_B#mbR%JJSUM
zs;a7Xc3+P;U-iEI_dE>x%QHIGR*CwP_>7L%gCZkw^Q4ph?qjI8+6*q8s5)1JQKvGH
z*rn&*)!nI1kvTlI^0Ih$jDC`X};L3;8JJ{9mF8w?jIl5zdFv@A4rl+VzXWA
zk~~&hBC7Q1UVDO!{E1^Cjn`uH?l$9Cje%B`Lo&dh==3CM1qQ3u{lknMnLo`CgEL*7
znz}!^EGejOW>&@O1V(dW^772%g|1nbfy5YpfB!3te!UL=Fl-t{^=5r<*|43l+<|&q
zXesxCt#f|_eJS?0~fntn(skE@}+yvFs&__*)wrd;!&FSAJg*8R9$
z?&fwqZ*~uG&}g(H%|u2g$j_&$y1BvFg6>RC4-Uo#noblt@2qbFtScfCK$qk*Ffb5{
zO#41lk%*4RvJTAZWUf8I*hT&QJD}|Xy4M;$TAp5?CH?$K=!4?=QWnrb=2`go_%Q#-
z$dPtGM0sALC!ghR?DAj=SFcG+x$(xw7HZ>=n3#=UIU&=E`wK0O06oHQWt4r7xx^I|
zYQ$c#liJvu^;`BlOAWjS;z?|NC9#M$?wyG;c8hCy(#onTdk34K&}L&36OufH0XB{g
zTsZGqveZzgU-QXUVV01!^kl^?47}H1nqj*s?an@xbG%1Q(|yIhUB*X*x@!
z&g#M3?CbaqT$~k0t`Cs*AC#nPiLB4TOHO;!DguQfMT*SRQ@g8Mtxml4<&&#N$fpF1
z>1i3>OcC9#2;K}WzM-t{7jForhKFV12w~Bu96^EOtm7db95T88I0Gts0D_Ovgoi|j
zeztCG?{W=xWGP%GR4J7TmT1;E9BL1}VadZ9`3QN_TN09Fre|eU_F|8#>Wt!L
z&`0n0qz@2tP8vku2#6t_QNblR6Kt-oscpJbx57@Xoe{7C3-rZj?U^xScBzVZADr&G
z+exE86mP?yquz-eT|Ei)iycGo5rbitSXlUBZXYjAmXOQA+SbD1c)ehyBjC-OH$3jw
z@~S5$ZroT3WtPgtG(MFmYXFdj{=N=Bq%1Eqd*kq)n{KafIXF2vxtwKXa?*aLyF*83
z1x(N)VMG<~BGzfGEsp!}Uod}vqMezlCJ3S#fL#+46R{!1EPvUr{R-QtiFK9>u{bkx
zb4+M!%UjFJLn9TbdZx2=D{o;$+lcHNJ-xCj0<;eGum;tp+JfZC4MCbb6FIq8CNzR}
zJm1Zk9+y7-Io6mA#v#wJt=CZecM#(0%x6exVf{($Rv{w+
zHi_>udt+$Q(D{rkEcW&nze-JQ#6jCKe~uw4*E`?kjcB&G3?{NdH;R-5Usr!W86<3?
zkS^S(w`21yy-72wxw4WSkx
zKpHu2Yu<))8@{QJJ3%8pBCV(xc(nFDoS6M+E#To|_`@gHQB#icJwLM2`OkK^_U{}6
zM9C954X($j$6{il5erpSnmi)s8zUf<$uBIBI!xiVTI354e^I3Pq*BCUy1rKTPw*=@
z$`Xw_9aue+xVSj%j@R8)I(f@=rTtGNSvLU8XZvFkvp<_$t0sz+;1^4tWFp}+l@!z9
zDa=$E^+Z^-d3m^bYoBga$jUNRAyTQ`-+j~GwYeV%&_P0Ie~SB+&3L{nuWrTtzv!N3
zBLZrRZy-0X?a{6Du|&@1=uunP_kI5}2McJ}nl-2P0Hgqm7N;0O8qagsAh{-0}!QBf$Csa65>(CY4rf)ZeCVpdR8021+3PIq-J
zEj|*G-z^Oy6NL)R{uu6;hq53Zg032R^d@KPr)MyDP%vp6XWobKe2gGs0H0?p_#oRT
z=fus9h}cY@YoBO-#G2N#o=0R3pLCa6AC1y_E=_H}NXNtTUpaEx0YCA+>Cus;2Y7Ga
zGHdfg35%;7ro~`zS$#{!I
z5Y<_XWhf4CTFlu6hJ^Hu4QGqVp`(XVN}ucTSuQjV47b%w?w()iwG!h_RSKC^aVoBL
zT^s7_i(Xh^%#36Qxk|3hp1mdbdXhw<5yC}6qBF0o#Wm+rV>J8~uHLyy@gCc;o7n@y_6*Cq7Ijs54t-Ts
zRrhsh832QerL8c}KS)ax5YMGZvK9HUzD3BkcDz3K`#|E7|K(6TlUnwNZ*oci5Z2aRY;pgtwwOx{
zq!(1z<`WiFe|Mj?9S88Z&(abS68h_$?=SFqrt&qhd^}x_rXJI5buuxsN=it;di!>D
zmn(?w_!z&!@!)QL{w)g1jjwNKgYBjj=mB)W;lbNraas}66hJk`W+r>nt+s7mzn_Hn
zr!I4eNlVA+!~-@elC4*@TszXlLe9ZoPX)j&9+Vdipj=@ktR0MIQ^iT_7iq*6xE_lP
zDofw@63-rHSpNw&kdivPg&X?%6X{>{Y2C>+9vj>dqkue5SEFt}xuI&Q*?BDQ!fR`*
z=w$PDAzwCYqG(dH9`o%BlJzUc~-PgVWJN(%@$6
z$XiNkDq|kC#_t`oF9=(CLWx-n*8yeZxHl^$7(vVfd~Y@8Y5;TZZf!L?9WnFXsaRU>
z$Mnexj^|oD;FElTH*5th{pksZVvPVi+|bYu>M)SNl@!=6m8P@1
z)B<+Gk3~U-&9>Yw|8`GJedPOtL0~YJUIQ=(xsqx4F4kI?Gh?7-%evHC?6z(0gl{em
znrxMNe)ydj5Ez7A5Y{;!SkBlhD}#AZ8?VaTnPB-iLP8c3`G9GND5`E-^&
zIKn$b^6S@W1i1=KJYjFPMx)mJ*-Z)aP9y!3A8zh3}-1PKdzyFesL0^nF
ztE{e*>JG8SwY)bzZNnrTVAwT)i70m<@pN}7fKK<-E{Eq3%ST4GLe1UY7^<1KMd`u|
z`UD27#>?`{XNwK)ap+z#&Dfv83^&yJ_h2-CQo#RY}5mY9YT
zQ$XgVU#FK@wg@3M(y_F#RGgYG-UrYnwGaOKozaFw7QQgdKd})XtHNrk;?+cj&sN~p
z;=;|@?v!5l$TPn$lzA=}2ktj?nQdS|$e$*H+{Wo9mW#XcN$1>E*PqI2G?q)(#TqtO
zeUz^>^c`e^*+L<4wC1Cod$1W>$NhOQp)`MA%O&DzVo*J`7?%VZ$Ur}2z)w9V*h43*
zm%bn#+W4Hz=&h9OtY6xN#H1sw`GC}wne`pHa4yL<(YAv(jR8*n7Av4o4iRtO{x&>6
zSZrB4xdLiMpPZ?V$zW?nPdMLuQXZZb@t63VL
zRkmiqOcN{39C}rJPM`^D@mdWp|9JfF85jr)4vqwV!Ej;?Eg*{VKOZ{g$OMcoiby~a
zlahu8fl|JVH(|xQjlDfqMwi3m4Vui%Osn~NF+nh~zuss_2ZcX@G6+ZDbA2E61b(P-DAOXAOWQmyp&;_(>O4RCvM7qnZFdbmy-h^(&Sy@rZ$;{^YjsvP)(rKL%
zG-jrzsn1X$K)(Uqr=*y+R3n6f6k4Wd?&c~5FkpHl^<4Hy8Ydvv(ckuFKl>MGAPIR%8jpY2s{`&;t`kFe}_=1Dwd
zs|+QT$~1L!ztOzkEG#V@3{4pGM<@6eZA-7dZe^$l-5$GCtMf2F3a`}?*?!HY9uNq>
zg#tL{9mwfmegFl6LxV>LKA5vkPfxRl#3W+xmehUKeAv(6MIwNy%n%Tq3Ln9V{L>HJ55|Nhk5vP)&_y2hDY*
zpT)-Fu$L~apIiy}qb2fo9Ei;QN9P4OpreCBc-cW`e*PB7r(;WJR6;lSLIxLFW_lI+
ztQHzsY}Vs}2w0+C(@YiQdS81gigI}teiN@6tCcz@_||tYpaQp6bDlo(F%5nZ(A)W=
zNk;IG<`NdFz(e?Z<-#}VuiFC&FVB$C@m+Y%k+Etl*JQ=Nxh=meJ^*6yp$1;XBZ%_1
zZ#H)FcBZDLNo*y!w3i|yD@Z6h?jo13vF+H3nZwUGs5W#Jy)P6R8&k&l`Va8_g`B6oeGmBjm-B%w4R?kSW2oJOnnEz
zZE|!Hf1RWJ+lKhb=Ae=+mI|Pb4i?XPBK1VV-!8P0#cN=b)6&k{E-wTAyxMf)c)B9>
z7uKKu@&dd9%|6>~pa&j0B>8iZ+r|DuvBeHDN`Rn75U&H=8jwmLEk8SenwXibu{czR
zNRVa7P?ebI>9w#rsg1{M`2?KL&CXI)i#)jd^dD8juaIDUB})?#dvVZhu~;25aGWE-
zdg8<#*A)houU9WCeg0j+b^78^V0b=JaJI`%uVN#wBwZIN(E$>g#a8!#f1f~o{O|&2
z;9#K%@P(>ueR1?{Uj-c;Y6qq00i2q}^y>Hcg@73|vp%8R$rsShMrA4QY=)BDBAXeZE+_<+d*L`E;D^LSe2V!~pS7x2`-Fc7zD6$l2mES>9{Fb4V3%+v
z)W#QXDKF<8e*4Bp&54ZUMJo37Qk44}c96W_hc6lYBP(rbr0hz`zOkg8r7eYtO2fezc|$KYEFeY3?vsq$y_#q)`t_0u^RULg
z`ZeKGcmuCHoK^=M8qyP&*!aW``T7U;;v?StOe-_MW$>VY
z+N6^#`!Zd5mQyvRmb^)E|6PsN0%>!y)Dn)x9^c
zw}q5*Bovr_h$njVT3SOWJ}Mz|iz+=HSXTJov@xP-*7=R{=aXkIrEN&yA(zd4F-fOg
z*Yn7$L`4Mt>lgoPrWO<=DigGhWIo~weX+Jv6Bb+sRhQMyg8u#`-X}KDOrn`tmI?A`(ERI$v?A+LT;aNU9R5B&L*3oSmN700QID(GXB9
zQ@M;H-qLg-NGcnZYdJV5mB#C?
zx(o>n9Q5@|dxo0E>gq2_{wvJ(IJ=-^&Z*h`W`A-(4Uobh#^z8)17o-T`k#E7ku*Nf
z$;lDR(awRv!P;_RPur=7MhVxg3FEc%9qb(4mWDf~hXHH~2NV1Ps*QBa7HbXT(k8#o
z9SW~ie{4|75z|i^Mc~77Jx-h*%-tM1tHn9-;mfEdT=aR6Td;VU?9jAuWaM)gPe-^!
z0l{D{MXso-a?pnu1mwwO`@TMMs(6re&&1TrQ%Bh-3*7YRjzB`tSZAAO1RXp6&JK+Y
z4YSkAo)^=7ai#Js`IAl33~Xd^x0i=2S<5AJ9~4T*vy2>BPB>8nFoc9PqluhINGsJj
z!b%q!x3;%|-U(Q7Gth+Islb}pHmscvMFL77d_X7}(gr<2>`YYoe-9gegaQCj0%S0O
zWkn?7ZB_Y4M3K_abL^jAk#NMj&ytm;4+84y(
z1M#mCVe)d$-x=th3Cxj>=|?NQ)B;RuB>S
zgL->+Jyd5^HJTg@1F&1%PtJiy;|db|(RkV1)Ku5lSX2=E
z!`4ERD+4d@Vo$z{P8iNX`-4JLRH)+=X(o0G3}R2tRl(KP4m9XknFYx4aXF2qbD9*fvJ&nN>;JZ`_nY46ax|xb@jq
zk6+fY#QTZ-N~73ZbWacvRN+9w;&DkD%Slb_e-oXpa#xc#BdE{5*HSItW8^VM@erJQ7H>HZl;zq97IqIznKY5?El0Zw60d*yMlGpY8l0UxF_}M@cBTy
z(Sh_VLCVNq*@>Lm-r@K73yN-3hwEtWTm%t#H~774s%CfNH4mtscHM_FDp%L0sWPpl
z23w^@O5VGf$PSUQ(a}Ir6%`JStG?nDkpIwJo1hmFFr(?6Dkv(-5-0cN9y|AV5IEx?
zigj~>uXfcT9v#0&GHjvYAo-J%lk3xZkWNKgNS)FWmk>*#!?(H4Y;<6x`o_%_oI|P-
zZpU?Q5^J)-5J4Sw`WSS0iLui;2Go?u^Wn38%QFS2-Nepzv8Lvp+MQfcrOf#{d#d}5
zRrjQ50!bzNH=Fznn2Z1io!oHs;sDJ1=&SuN)rK_skX84<=yQ~;0bOa
zfkK(mP-I}J8NOCTi)MxH69t6{30wx;+wb*BNxPGDzXA7NT~XlyAYekdHHrud85!A?
zh)FC1;@!SC_yM#IJO}8}h`Xk#_ICJSN|V)6>)w@81l+ziZpsbwVj0AE4h{}krOZP(
zQLvGDk&XM5$Dul+LRx^8bk>>U)>(IdzLZ&S^ra2u!S(p~7rSeRO`p0|ik4Qi@PqAQ
zUNg_*=!LW-wO~?W!*0sgi5t6dxXF+-dnz_E8j;Eq8_tMUH>RyAQTO)2>>w^a*1Fez
zOMNbJ-$oM34au?AY0w)I@=>hnfl~RDM9}KuXU(+aBv{5jt^o
zJUEzbxS5?$rZl1i=7W1vFvwi2jE$|2I}1*rq}-}?zX;VB(m;hZTM*)3MduszrgB2!
z2%6X|L5&?Fc1E(y6cx|Ue-Z*p;!0wdYvNVNAJ=o3>-D-xw-n*?Gs$A(i>?o&&plaXhH%EB7sQyPD~;^w
zrv~@?Fho2#io#BY>o2KX=g)^!8oo+Hzj(^1vhp|m$kpE2A0ima3A0p@+TQ(?_Tt=>
zh0{d%HV$mbWfbK526n!;F`J8%Y2aR++B)
z*YIsG*M#n#e26o4OLo|n)g3dzxCb&Q!Z3h7_*H5sNbR?eqCc1JY%0VMLHZV6#VpRM
z%KNS%)noj_tI-NA1o?SJOc_(mY{`;ilgo&WVz$YwWsy51&ws{K86?D$6KukVZMYb?
zySR$k^q=NZ8DvJAJbM%>rk68kQ62=m5tX(~tXx!@4yC>k
zGvE7Y|G}`sKpUIqDaZuro$LD0*BO&Tt5^(lsO;QSnyQNQ5kEKM6#hZOp8g(rVCaob
zNKkl49TBhda_oqf_%#EQ0%_Mlz5&iZkap?D+aY6W+L-ysn@?5T=7T^dF8my^EB|eZ
zqIIXLvwCR()9dX~kO?=1y@5ULf{db0I3d7xz_i^f-mYHpiJDqSAv-f0>7Ifur>CkB1nlL5@QoG-;}UEpdQJ;5EpeQC8widC!t7U
zke^_8=)aB6-U|FrK$xDJo0yW)K}i%bBq7n)BPoRi4aO#X4X1wm#arf`{LAM~Xbd91
ziVCmia5YBjwvVrlwm-xac}m?Ke%KapF;p$ZW9N>>%-~Od|80a?tD-q~Ft0!P1KYxD
zLahJ9rT~0{rInp)M|i?2RPs2_#e_zfey0VHtR6X$j#xpiJ|xshxnL#zHL4CA86Ce`
z7Hy2PAt$!A7I!X3$$rFbP^!z>LBRK0l(yuE({z*z46)!$zn8rq+n{5A-W
zWB^MTEzH|ys>uz%GUYeheyFT}DP}P0Lj_yfoV9yiQYp7t}xI*ora(@T#
z<7IX@_`h4c|L0bm|3#np|9_MJiQCFR7+7s;mw&#OoKIr2sG$2qPDv>;f^~1t;-~&2
zA$FS$?D1U8EGzi1YEJ(9hexIHb0f|a
z=$1gUC748^c>lh!{$t{&zf-e~^jHhc&Su_-%$}YQ7Z(=+{}($`Wf4Gr$n>EgeU6Ii
ziFuK3D7gk`b8JFXaI3a7R22{EnB-(2ZcL`9OQ!Kr&dkhQUr7Q(Mtq*sSG)dZ=R3f|
z)Ku3XJHL3lHKQdbchY3U_K`8xGDI*Fm?9#GSPGp_aw~JdxsIj@V*rqWL(!Ka`~1F5wv{
z7f-C_)P=M>|Nip2KEwA9NCQ+hIsu!t)yVvGeODL(JCJgCZQsL1d_Dql`y-2VU90kF98xv)`X!WZsYf}g}-Q9%#jDT1+S9$U;>pH7povnyT2EX=D*Cv)Rh
zn+W^~#?HMOpwfM1yV?KzxvJ;t`pCU2ccd4)$deZ)P0WWSTa_yr8d`{ZOXaWQ(P}a%
zzyK=JhVeO83m>>i&wzauI+TL=d6_|V#z*e)$#WkLgpAXoErhXJ3YQ~T3UaZJtK7(=
zFB0{BpEb;E%GR85z)DzL{P_)Ax!trh;M{;%at@rA+^*AmWC0Pi))$Ng29x<2W-`Nu
z+a@z8qri)`qdJ59m^N;|!J4EJIJkfoI9s=Sy0wx8+GC<@YPdLj0{A5PJf%M9I*nGP
z@VE}PGz5szRi*N{K%7tf>2&c7M=~kwOU!}KD~0=eVOx=usOY^OIasS%l4w7#o>Za*
zVUk{lWu1ae_o|2uLfZciVrO(@Se%)e459kJ7W)FhMiQPnxg
z$Nc(bs;~diptt(rO=q83=VHr^t*!0bx3E_)UqS~HASPq6r03AbOJXiAjc6Sp#~Xq>
z-!0L7aADXuI4AYLUo+zQ4yI-
zZoBus_iSyg))XkJ{=aI@KKl6jnCCQ(2eZpQc@mTn0FF<#wf*>azuSQG8!kg4{b@!M92sP;R^i5}
zS(Mo6<9HEcOQU5b(9nAvz)1QWob~ITjNIns?NyGp>{{in-q$%a^pGntB}D^M4PKdkdc=ME_4G`udbuPKdc2C`JV1tKm{e{irW9C`e*9p1nUg>;
zixUOz|D(Bbs)A8d&*R<2;^Mp4PyZ3_ui>gS8{0w?GYbRl^Nqcw6xHkYj5lG^fvD2`ORzD8anN987X9D
zo~qjDNb+rn7RGrJUpCh@G1E61%vTMl_tkuF*Q=e?@4Fv01yEuaEz4O}W{IQEI-V0n
z^mK?sd$cgRE75WG>F7&c-TkB|CD#1EoW$*Xg4qtjs=mCjnmpa+yML%U5U1}$_-U41
z(=T*^m!F5HP`)8kxODrdQFA`xcBawNSe$)>A3z0RcI!Pk$5AIkg-xEujP1)t378oh
zbB;I;v}>IAZ)mQPucp{*;jf~iiD~CZH&W8c%4gTgeT`YT1PJ|;r&7dchenc-hiAwb
zW<_r+M@Af~6h2}lKYVt65xIE*p7dTAY!MOqdcld;`6H)PqL&&hBQ!63uKqqmhxffkNprpAw3t)Ie(fj!?dtKS>
z{nFRUYpfT?Y@nrh{DiWEWCO%3ASls99L0G3$&*$toe3bf_~Fd=prE<}lN|A>J(~d;
zH_tY30(bpl^39h$Yu_5&8_K4;B_J?^#ZZa&fcFA@gQ_`6$N93~8i1Pdc!=_XPw4a7x#9(3(W+GXhqh)d->-XQrJ}P#i>;3_`10{!&U8?O}HsdF~g);
z+&JEn-qxMG1_T}R>MEc*khZ9)O;7@^PE#`q_(9k(6KZQ%TE5&r;dPEGE;EyymR1yX
zaFrW|Mc5RcMl3+#3K-%8FTbg&DdH=4Z?7(fq?K41^1k}nLR@}EB^WtGdp-Qlcl2@@
zQivwYq`$2@Np|17(|@ZAS$1?UT)pj>QerMrpSXC9pC5Mr48WH~P)~vP#B4-FqIQQv
z=R)l__MnGtVq|h|{VHEaUR6?(0o|hMfnl;OSP+)m=!|rSgFN`Q~>)I_x)($cI`SvZ`(eH^NT?#sd{&z>>C<6!~(xX5Bi{Z)te~aP?)Y7QEhQjRV;h~AA
zPKe^ihaWGW)VusiaYRM&Ui_<<;=YfslqDe1JVxP3Mvby2dHFxkPrH(Mp1?lT#nV~*
zh2a;?sT*IefBlkMa#~?a@jf8BXj)wf0p^z{8ECZHC25@_OWL^mcOy57y%EIyk+9sl
z_I&)Uqf_X9hg9VrG#y>T1kb>ud;Q3_X5iG%;GrSHdUp8UpKppw?5~uaB%pIouZZs*
z;6A!jl#kMX2RZ-tBj=co3Z9Qw(}`(>**e&|1|A-B^Eg9tkAThu{fgW69HoGfQ8RkrpidnkveS6x
z%o>;B)5AXcrNMx(prHMqL3kCKE555D?v95W*8yS|Z|T4i?V9#gJaVp(ln8aoxEmkm`pw!?T^Tga;ot6L$rfmxZ8tdz4%snt#ggrQYX{+Wwv*GqA;pAtxoSdC!T4e#s
z>9HvrzJKoNhQl_d%-7XR^Zs;nsr2l4WZBr4{icHEq_b9BWE-=SA6B}E%f5+h9?waJ`QnBT-);f_e_1|HFNR!Tji{S^vq22
zvAw{AgxWmAc6~k5?t*QLXKvl)!vr5)Ynmzo%E``=U)M&@yKw9380YN#2Cu7k~PZXS9GR_(Qgbk!f~Mds*H
zvuT7f0iBkkv%Z~OC@H|IkqhDBF;%N09NO5rAU~EeBr0VwI4n$4dwjJkOUr3qnIoFt
z%Ai{I?6}3z<$APReDn707kx{5@NVeov0k708nZXm@FVYY&%&34DRDY+$hVSSXJqW(
zdp2JDHx{6^*QWEALV>`mgFXA4JDt#$D=k9WXztG)9t`%`&P$47V=MMst0)Zhm#wU9
zqIgB?`uiDm9QN#Np54D6Yu^9u1ioZh8HYyky$oWt?4QpK4QFv|#fgdVZM>|k)-M&N
z{0|o;A3uJ#E%f!9(U{rEN7ad$mShOPQGo78$byRMVcxDkCEU!XE*KH$wtP
z_PB9#o$+~wjOvi2QBkR7tUb4RW}?jR3`sQ}i|y;?M~sa7g^)A0vBCH)3&J<0ni#v2
z0%$=h)}zqx?&;B}$EjH~rTQ3Kbd~QThx@aXK&&^1``1(f4tKld0(IH8PtAzRqRdPY
z%a`tzqgEfhR_^Wd>MsN?EjeQ_m@(#FzC#PC#C~BCZ{DQXAbu6tX=z
zbMVchulo|_VH)`g&!@1tA$`uU%J%Bq+}sOdw=SN|D9l=8gUh8)Kqn(3<4$T>QjRXl
zFD!Ik{pN)Y5f&CM_1)Uq`b00ePzV?){+!Ti$BUX1x9>GIM8UgKSi|ndUDlrVb`Bo)
zt?wjyS!286D^WGNjhaIb
zFy687RHIgTZUIlnSi4QRJL##tUfYr*O};4oz2ibl&TV(2I?OoU?bJ1y$r=}glaL##
zMGPz4%*@OpA|ggd
zM%+o^c0G7@rcyq16^|(UB|cI~!T^z=U@cm6eo5WtD!B9TqG^v$6`M
z4@Yy_NXc2ol|>BCMpVIP`F&<*clU#|UgjVz<{-I5IjyR(4BDo;x@o80Q~S+?vm9eN
z7r5lRn?pDj3#qPL*<2nS9i5)O1Q}b{bjA-4xSl`%gq6bby+SyDz&jJlWBYV0j4dPT
zoR~LWzxQ~%^x^)VFFQ{(miURX@kX0j#EkIlurKZT^OXjzLo*=e#I58vpzx+=B<`ai
z31hyN|DG1AshWr^(SVLUPO_ZPkZB1A3XG?kJZyfA(<
zq?uNGX8@npsn~3B>!FXl2dRZcPK;Bo!{`uZ(yf8_?p-~714(huGzBTT+9@W8=kuBk
zWZ$`c`%8IwTt&scU(nZb#kz-e@e=&-=BE+*n3W~Y5MVY`JUBKc!oY)7Q&v_rDoKk-
zGgqd?U(WD9f9+WOa>WB7-NVlTg-(5vVg$6aYp1D|^sDZgEoo4wx0eyUCgC!8%FD%z
z+le_`c!j3a;d=S2wlOqx?#-<|VuM!jo4;4xyvYc(+Kn5v%e$87n6X1ESy_LtdeA#*bPsjYFw<+EQCPMsh|d&M{k-7N481RYbz|q(YTWU!xqmD`=3gm0O%#=%KaDg+EoSg~l?Q(d3N93)1JAZ)zMlQ0gl$RMvcIY*
zM@pOjRv6V3O=7Qc^8)d7^w^b&pjC~LG9?5051Q9*e}t86QzeJ1oK<}*e+4Dx{qf_O
zBiY#9H@KOHSqna!<{!gsCvq@4KS|!UD(ft=QsE!XT7D=1;_W=;7
zS(=}J_u<2%=pbtx9riG|>{9pP`Mbix5j@T=={uo81&XGoEmJ=NurMw&KZPPKEiE-w
z%YJ%#akRh4eAs1WiQhwPVsViR;qpE)ar%p<3sLslCSjY9wkm#P#eH0mNyw8+GX@MZ
z?G0797RFDCt(Uau_wlznSc0=;9*58jLwKVi6Z;!!kE9JI?uSM=Rrngk6
zGMufOB&5km7l=XK9&Z_0>Xe+FciHa4I4u_;2;dO3nSwxjtMA{x-@Vcr&9P0xZ>d0V
zK7lxrn`ID&iV(ndk_TDUxcEBGFxER3Gu6@OD{)5~)N2k}UdTKDrDoJrRmIsZ4P3fN
zS^UZ(H7`Kk0h`p+#5|hmhQBW9Se)Dv;W*!w=r4*@*4OVH3FH?M(Y2~<5_VqLq$cT!
zDcXE4b4a50?Aa~%N1FK^!^48~y2G9E5BDz%i5`AT_GXW~^;M3>U`xn^RLO
zYdvmF!Zjj7u8?IJYyQ<~|^e$YJm+uBPSX+BMJGPA@$VgX%I%MfNIrK9j1XNODzn(tz`7@^`
zt}|ZJu>ENv$d&ADZ&`1uIkFlgH5rZTF{P!SNvWwDV&45)WteR05{;zc?A%-cs>gDi
z4W*@}ZJzj&{sM2TRMQW%9FI(Ei#sU~504lDAt521IC2{!Nb^+`F&`g#K-**WA=zbE
zntx{QQ``ZONY{_YRl@&KZ0>73rwl7eNmP1eGh8)Tc=zTGK82dBat}p@TJf;BL7Yj*
z4?V2NiRPvzDFX1~@`ozx`&-q+WEk9U-??*MtZ{n1a=dG3XzLq3?Sl5!=H?s^=r&20
zjrfVVIlgj|Uvu=I78
z9LwPVwTv0Jy0E^PLac}(m0wz9@3^^B#CdwPaP_N_V;?ABxCjru=dU{+06@2k;OO!3
z9o=lz)rVmw3@1
z6aK*YSpUvXE;%gV~iVN`k-GacOlZXCtH%$%FO
zx_Tm#%yTF|$7;RJ)M(k1RP1E2#GZ>57Cnow&MCoAL?^Kn*v}R|*@)g)uJ`vQ(9Sb3
zvy#svjVnp9pR8~FM25fU<0W(HeK10a+uh3xF}AlG#G-un$`f<*v0%2#rCS{x9RPtt
z(4inL%>UMi-rf`tev@WRafE-G9T*jW{h=JDkTh(PhbJ8duDwrR-n6n5FGtz3$%
zua^L%!Mo8Le$Hl*AtF2+bZoCeKOdh!OLSDZ0cI$4AT*3Cd7DPBJ-Q`5-E<#0H@2K+
zi2J=IwV$^p88I~}vxY4xF$lJ#%|NCAw0+WPZjEx43f+db1)pBal9B%Y*-!lb1A~KS
zg@o9(&794@TaQ1Fg{{ZXL}$FrS#gV_y(roVHNnopMHSyiKt%b6ErgelUa{Ckn;ZRi
zP0$-(^87i9Z+o-vmSUHz?s(zd0v_8p)%RZ3oamsRKJl?qx7R+A`&9Ck_cGHnBJpn@
z2*ov&xL+x|^&
zgtnDCV6tlA%&x9%BkdEvsvCFvX`C8YR#rAQpJ2x$@jJkAbn!v1ad{NBCB$Cr{e@3fLdH<8w0jpn4sXN&ia4ubSfUs=2bEVT&5(2Ytknq;V<&~
z=NEH9HZ%KwulV$-s3LS5{0t43P0YHi@$Ii*WnmdFW6VoQ`7!p*
zWg(F1c>u#g1IIu6pqB=_y0C46==lTs=%ApAmvw1MN=j_4Z0bd3qR6dCvDj4%CJfxD
zuC6Z1{u38$FmZb$ZWiez#bP0EAMO8etq=GGt6NbEXVT8q#Q8@}TZ>nk^z
zHTRVuyF$)sqLd44Bk9Y!^&pG29QzVn2)pL5$;J52S1>$BQ9*	X94C(Lpytnr%d1
zA}TORq+;=%OHjyy72`pAf1z46@3T$Si|x%#C?M13Ugc=8`@i$`^NZdZLV#vZ-)l8t
z+L-b5@)B;epP*BGR+7BZwaYu3$@{9xayd7pW~8NdZ+8b7vwI^qwWP)*;jo&<0iFyK
zla=iRfF{m28g}&7!y=(46mGe>TfM#gRhwxP+I!Q4P-JW`H{YQ&{7b9U1dIT4BlG><
z<|?OySy2`NH4Qnr()A)1chani%Fo`Srk9jfqNbu=Wv?GN$Zn@yCgf`FC!|YnF=b#j
zyr{5Dz4~B$Zr%tz_s9{`e`alMxNvzcUR|;wNV!WZn#*u2IVLmb@|~Bv@0AT(rN&Ba
z9MR^d14{g3-eR$yAugC-(p3&?AeT+~mTP8r*D)buoHO85ehUE!Rcp6+a(nYl5Oyo1HwknyL@
zB4)mIt7jR$Xk%rgna`(~K^!iM(lV8?HZ)9ziDN6#zF9Fxe^%P`rKNqcvJfgNbG2U^
zX%GAT;huP{I^6rE=gYs|tUr`<$mUKudM>W)K0)kdoc!*zoNByID$Omm3?6ooK44**
znif7u8c+*6C{(fV@TkQW?@IQ>OZvA(N2Q~a%G3vkA7vI@tsqQpIAQrMYE}7oX?9BgPPr(tE$PmCd<)+FbNhDJ?B%X+lDu
z9rxllB6Ro8LixQkHM88lKV$3YT6MU2`3zQ*KFXYpGczrNkdUM|@pXwt=DHF&HCv@~
z{-65XQGWb-$hgx>*(WwnUa5E=925DGw}Mp&V3JSPGekplU|T7re%F6-lAP%^>TbV`
zUquJmIwKwLB{70!-fixwB;jx9u&a&}5;b&mw1FgHe0+R!JQ99a?RUHMoy#B#^fIxL9-sGbIhB>2(PmqVrk1JPNU-pn?v@w;G7>v3f{6P
z<}JwMeSiOhhGX{-341z*BYaf@1C%8i=7xrb2n4do9JH>e>_Fh(Wc&)B*!bac9|*Eo
zC441?NPvfiLNFP+^&ZRPOgYMDb1FMVffRz
z!VvMjm(zue1!}GMK3o~Ch}N{ca}A1Z3kcrIR`2t$(EHINX67M~5pn*(nns(5%UOrR
z9isa;s~>n>68zoy@N6t)t6}RzYBBZ=bKuYF8{REg2hY{b!GO)X^P8
z|K@!Z%q6IZnTdGpDl02Pt7B_f@O#ZlxsnJgt7(IuW~n)>62;Dso$c&)
zW?EykODrG8cTUaBm<@i8H6b~7uGbf}yFQKDLrYSyYmkbCf_Lnk>ExRKgi4SR-4fi_
zcA8Gy)ua|Zn|SDQAVEPT>+JPk7Z?$R4ze?Fec%Lld(1*_W@hGS+4kJw2cmoaj=RNq
z0|TK)1q4iBgPOUkD;MkOnH=M?zGeO|-Q#@%s=j3W6t}0*LN?H5NsfjPb`Q*H?fD@O
zOYyN|2b^K1-Sw@|khqi6*i=N=8b%`-5}lwwv|cV=Ra9UWs1yxMT)>
z#HRb9bG1K>kk&p_0UgE#u{v~XYdOfJfRCg_;JYBlcimPl3$Cqsn)s0YRSf~-gw{ZJ
zInAQR$i!r#c=Sh#EyTQ`{ukX_MLhliqtVWva1q#9p)x~L|GJC|iOiqQ6S*L^!$;*}
zF_F3ylH?n;_;S%c7H@$nu1&%L?+@0$0(tmiGx2=h2-VSbOx`;g9_zPb-qwu0wB;WHm$InR_QD&wx
z9}egu4BH|{b8p6H6f93`SLx~MTKz{W`6V*s67jvmu&XkcMxTgv&dLQ-Dd#ImJ(&^(
z`wJ_He`R`^vhcrArM#H?xNd<0U?!MDn_pL=W^?|`{v0u-f1zZb+_ijRXPZwpz*}x)W^5x}?;0u${9|-WC3KgzIvWrB%%HZ-}IH+Sv=nOI>(G+)&saq^neN
zvI?0V>;)bOy*XkXB<}x-JTMv^hrj+`F^zA1(8M!O$*6d-bOevlc*7vi9BEflvBn`m
zHDApmOWpNN?fWD0=YKak@z({=pRmSRT?#xrx0Ri`6Nv?0Pr1n>8ZU~pE&S~4K0bQg
zSM%a+6)-2=NprXSlyv)DW4ES59P{$FZ{DbFkL1@J4-GEVD1ufgEWvSc4E43*uy>5I
zyR}t+|7EE>Oq=JTB^O1z%*ER%ES1(9+)LdgT)|z#GEq{D%xICIEW7vO+MS7Ga~2#Z
zK4uoS?)|F!uSw2?kzNsqO_r2bQmO@1j4zlGf<9Zy^i=b7#t%CkcmWW*J8yYee{zZctXl)uQg5f1!s;i-&7Znu=RtMzE
z&d|ZiTLR6-=kbw1I$+i=<8~?3rKFp&uS8)`3kXjOi_1Z!uXI4_1b@h|x5wFd{e|q#
zK-=ES%C{qWydfYU@rX5R`l
z9N5@0xC;t4od6yOZ9VB?j5CA4{enG*dix;0p@F)^=c6D74
zqEp#sJdVy`_Ndv6AStpC8wZ&AqL@P{aL_BYVi2UM^E#&^KITnN8HR||s(+)256xnWN#o!uay
z`)qh~o@b>`OVLJ)U~R|*u^<`TjMxf;7PReFB^K*|2r`a5jGEdyInB0R#@04W;T$GB6(NV7wCVJh)i5mJ?omdwammG^6
zT9+MO%`&C5USsqs$&b+^UO;Z1+iK>+F!Clt+q1M2EX+@#B3^FZH6H3=@^1+nl@$Ck
ztAn;mns+yMd|b<+WbP=J*6Wnb*F7|%G(Kzk-6AM&$d3E?3C|-Sf(b=gVhzEd4T|#e
zdKp>o{sKJ%ePzX{D(m^&sHhCmmz#5)%t5(_C&($NeY}ZccsU*tz@*Lu1kwsAsBLpU
zt#`qE7(GzgZ69c*r&l{VBrGhPua+S=p#?YNoUb7A>cIRsNvH
zaQpUAFDA4c%PhM3y$-y0fQI)syQPDqrW>IS_q#g3vZD0t8KAE}=jT6#g(b?R)cav7
z;XM0cMGfn87~ukC%&$5h?Uk|avCddIrUpMuVPWAIG{26#+UvYXl*>V^xA$uhbY%tp
zly`uUDawg`&JYk380fNQ@A>ZC$oRN+eCOUIN>spkA>SjhZZ~zqYn?Dsl3!BXeLTbY
zEBg%^;zDv_MymHD%KCLXZDeA6YGohtZRbZPmN^cakv;CUt~cw`&Qsq01J(K72riQG
z-Ei;^Fl^8P0ElyCZVo5{968f?19Axv4MO5ePzy2KY-QztzL2(iNeqn?z-SkSI{X3(Fd1bE9L)!*>h*Z#K_dpTblMLU#bwvR-OhBvHXc;~E
zmg0F`zNDo6>rYbuIScmKdiJxFtZ*g%pc3Eitf>FLu*JHn8=G)YmH`>-ivMe7#%Srn
zwZCnu@NDp2T+4ZRq)YzKB9#BA1AKp^WmUdhx^g?=Ea6#R1oq`{-!g84SV248*1{&I
zu&{EL-B%(Hq1^`61$rbW?d#X#vNFe(&^w%A>4y!P;CixVuxe^(U=PWCB?3Z<4mVo0
zO@|AGMGv3BsNCdaFR|F-cCM8y=%1=(*eRn~RVmcM|FKoPc8ElbNv
z?4HkuJ6h2xKIBhhK0UKJs2M-p@|O-_->#5O>&-ma%v(x#o^0^f&gZk)+gVc$8-(7q
zqqdh;zFln9VKL63d8oZ_c?>gMY~cdqslxB_r+)deiaI<%0gSV4-}N9F{q|huJ)k6o
z9XWlKS>ZD0ek)~rk51aR$G?8PX0}zjv%(sQgo84^!)Kx9`*-Y-A*Z4Bd~LH^_Vmde
zLb{%XYb5@i(929J-cfnf=XXeMyzrwb);E&?}6*L_uqXwCaB76jfb~
z$E(~Q7x&UFFeao31(Sd|DtD})s-_cH?A@)}Uq;Ex(?V_cSXw>$BdMs>jP+@
z;>C-F1%>>40=0E@o*o`o0v)CrpTi>|F65Dl**U_gHrE9+H9Cu~3fc+@nrK5C3l_6U
zvR@1`1S{>CC-8|~FpB20L2Vy9NCgFlD;)F292Q%LvlLZTcgKXopewdTyd|G3^Dg{u
z4%)=A{VhiMOJX7>3JE2Wp1wYuWs#+_mI}@;Y20kRFM#pE!GYls5e@ZqGEoAF+hs(j
zJ1crNH%*5&cXNK}D)qt8p*w&ZEtEBiWXk+Ayb24{_EjLnoeXnc8rq#9ArXYtBu07v
zCgW_{(9n>}N@`jL)#S9%?Z6OA8M7xD_jO;d+J(u${*>vcs-$L+`t0QC)0EcDe<^n^
zZ>D6VVC4MnyowY>jp_Qg_M5?}*MDVCS}8w&zSfs9Tv1UWPr=q>T(FBzGP)-AFFN$d
zlCS%0D(%qe&efMCq!SXB-~d9y!^0!90vdY+CX1*1A(y`d;~M=4DcHB10gwcuk@UJv
zrx*f({_w#}(w`hNTIJ6|@7~xhIyFC$qxa*b^JBoT>FO%>CiDTc1i1(|YGnvB4Xb%+
zNom`Yuy{Ep+?Y+`#`{E%#Ba|)_9zQvQQn1%l&a8_+m#ER44t^DeM!|JAH=TQ%>RXY
zS{R)*?pGw-P*>d;DloyCjk@ylYnPN3vjS(y4kuuohI)K@Y6=U}{3=)uUsOh-91C+w7+Lf
zB>?v8lBB^IxJ1H-P-ADLr^9DrZqi%K`x8Ai1*@F`lHI1jW*2`0ahL|j-)dYQjd=xh
z*9s0s&-{$N*F>wO$2ka%wq%(w4e&+O)Phl~9aV>zAMMdN1S4azh^?x+s`hfJ@ok0v
z0(KLY#bJ{3oOE^@v+B@n78DeOCSSnk3kbCCU#T-9tctoSQggA(3~6n>w}M10BIn5m
zdV2ey+0is@N$0M?u58cZ<43+Iuvw6nDZ;v^M7(u%^0~ap4#k;KHTol}VN~r0eaQIa
z8?kNHooEdWO&cmOro_B6GflP~yjHJTEh1R8n(j#Yk4$R0&?-w1-0Av}B5HFS&lN2q
zcd%-?Jj4xyLc?Tcj^@QK2mYA*0L00fgdCN1DUw#`3?eF8@k$#139|MigI+cI`6
zvAI~FqR27e@19-pwjZor!lN5M64WyKzJR&3IW`<~er0ht`S;thbZ=rh>d+qjdP2ud
zVpJeN#MZ-I=4(m@8%I@vYgu}Fd0{5|-Mdp;4^-6Eal5-gK_MX_iYHH=9$8!4s(aXQ
z{rY!WN7IAauaBgg1v!q95E5o&q_MDz*luLzN%1@6JDO>ZQf5V%jE|0tR*ER6_>^4n
zodM%5(>!x~1m2DcyEZ{0?AqncLr7U!k_@FZ1&0&`sURu)eQX8oxPALu1k%yCDk>~x
ze!4ltW*Cx5ryVg>&Vc!+Hf^x8$75+S{8^yrPH=bJ{Vpvoz5}0iFcwEfM&a{gX|+B4
zffA^lB}ZkL!}8-@7dQ?PGe0MAX7>7pQ{rhiV7_7Oud5NyaU)yMlB8jhgw^;{VGcuM_0+QjAX_MB%*EsIA*IZrJ7NUTd+N%~t$F($JiM8i8F)W%fUK|cp@0uG
z91+oCueY@}$++3i%*DmRU;u03s45(^Lals(%n+=*6i3|X`=!Yy%8S?T0P)u-P-3x>
zQ#BnmsAM%Csgd-$@Uq!IBY!U*6%-XM(w;u7qfmeEJTL|YqGy!z;M7Dvm1e|>$@*RPIF4}v>|FFquG18v{gZo|}3259@f@%4zx
zw1B2BSAbG_lfxPif!h=-4BPiOkI28t?jlMp2HEI~6ts?@v20BGX$2Jcj4XS~?X7T!
zTQGp~E)NfOyX5oO-0x@nZ)9LEBMr4WA#OTPbjwyQtI4I)uJ_o94`)ce@B)zeF$uss
zv|+^#N|xqsvAzBDkiNV}N!UAkLnMwXM!a%kjzWum*O!1q_z0;PX~w_y#3RU&(Vp?j
zjp)Ck&HDeXsHAnhtGQtOod5LYyOlARw>7nQ@4QM`Nh}J$zEnq56%y^RAC>FX$%tc*
z0*;`ik-f2;f7$N%d+|(iFZ{n^(5bTiX1H`0;U%P$E{|AIC80K_=X>`G(jTBAgZM|%6p_Sbv+c#%$3D{|AQhI0M#1=nLx@OMyc
zLvJ30I_mHZMB4$oR8>{=@brX8f-3alwlcBZ_|R|u_H7cqbA&Sf(HTeU?j39%^OSMy
zPZZS?*8ZDGmnvx$A9wJ2Wj^D1YC=qXrJ0ej+0yYhZ))A~zceHxyrN(kWZ}pP6|iZ7
zp`AboSynX(I%8W<`%|j0Ythxl)e%x(y}B9oZpm(7P-P$^av%K%l~Q8J`3IFUE~6^i
zcC%+7@z@D}2yFR-D2DeO3lp1qu3jfEa?veNYFhMQtrPH^+JrDM0sstj`w583&%`G`
zp%iW%P{e!Seue~Gj-{*omOZV#1>0}0A`l?g^%{a$N<**_+u$dm%QvD)ud}cSvamST
zy;p`k&w(USeOLb3vw^;$nV)l{6ckkCwi{ZXl9FM>ZM**^+PvJt_rAViLiSx9(Kmre
zd42S9Lx#fDIHoDx>UTG0g|`Nr+$5+X&O`H=&3$!~vI4r%SPz`Tzd|$Lz7?YrUx@P<
z8ymZPdDxGJ?MjOkc+IYKN1m5*S*BX(c+(WB(^?FaCVP*he12PF@js?sD00*ig@xl#7^J4Kb2bw||S`IVy}AQ971
z&t)$vOdF|{ozQQs#ks@iR{93B%hPA1DbUm+deIagGm
zmLbDHMtVunUl%
zzkD#DyTK^&P)+TiA$9+#Uxv;AUGt06_)Ghd9qz1C*S31$0%vS~!d+o!T}+)ZM`C|(
zTbmm`NrARG>estE-tzA7nmoCJ+F~c`l=#(9Gf!6x`o56tzGit8`~Q
z2q`ocE4K#23znCcPnShIEt~=3q%}gMy%qjPKPK*C!v63{_^ps;-gH?})ET*}yDPu-+8<~NUPsMVVQj37LJcER-i755p1f`SC!Y3z
z5tt*W_&Ykz2n&b9`I!(K2RQI5weWJ~>6EN2~u3BFj_5VSPxDlt>g(ol!J-`E$LVT=C>f@PF2jL(1mhsH@Gu87-%=5^!4UBR{?
z7dOq(>`bqmF-&EbP>jDGNNJ7lR;;ZAXg}REK||UsyC7Rz1g8s_a_SO=uQIi3Z2kMF
ziJQOmn=kcZhNG&sGHRh`-hFNfhSU?Sd(T7_W@~TCBnz;Ar=uk2W(Q!FqJ)+;E|ps6+lEojA(nJ7D)?
zF#RY-_Z{qF6O3G9l4l4DKWK1x2ajW5kmN;tDO0_yGJ7>Ur6zyd6)6~ee+^s^D$Xzv
zoS?jupv3{j6d0PjrmdyUILl01EzBCGWM3SJUY-QRp3?>ekX9xp#&C#3?Z9;{5
zHC!$ecu{>(VP#M~XQDL_bGq3wQ=^PkuSPtRfQoFpe`K1h!eBt1|8kZL-UBbFDb!3%
z(lFlYsEXFV7xX}ptgpWZ{;9a6j7=?aVP>Y(eAM&(`}f0=eE*`^QuZ&}Gp42zM;Q>(
znr_`qup9uh8WAzjT5%yG3xM{HB6BZ=Iww3Z+MdIc;uK!@L@K@N%ul;_%B@^|MmV*M+g*Cc6e`+|^#*(q_edGF?
zmUWC60Si~eyQa&h6diq)>0RmSxNJTD#wpFuGjU|yVq=Nnv3c*J{NhD*`rwb!<;ch^
z4NVPlc8zNxFn;2MvB@Hg_1@p#KPU0842RU;iPJw)reQKkO8Baw>ejZl;s4%%D9S4;
zQitp)ox2*fg0ebtwfY+j!Kn1te^yRf)8B81-8@MruKPgOeCz=B*@B#$H4KK|B`zVU
zu&=+p|K}Hoc6}pz`@KfYgLF(+@jXK1lYPwJ!e<8n97peypp2Urhiz`crrsBM9?1_&Ye+
zm``8Exx423Vk{Po7a_GeZCUbrdo2%oDCvWs%}8A+C;e5>Kh{&!IL#X~ATO^8*kK&X
zRdzi+!9{6~zh1s-Iq|C1=A%yGKVGfH)T2?)l&~;TV5cMqV#`{`N1gY#+@6LB+!S=w
zc6P2PlHzVdMas?hA{`OV+AI|P5hQjNud^w{tZg(GXWBUIZ*ftJlNnpXdscCsuU1qfXd4_}10B(`Pz})_C>C*+mEk-#P4rd<+nrX-zd@hTiP*`1CjM8(=p!LON`i#|>C(PXjEKuIK5d)W
z?Lwd$9cdPi*&vZ%Fsi7jLB||*h-(*r_;5k0LcQ#bi&mN=4YAwQjM^UWfj&8BFRNba
zKGmVIddbqzC+GT1Ldr+o^=&@{^AZd4?h~B#FwbL<}?p1;9|;ygf%>wM%*Qce1@hM%d+m)Thu-*cUiMA(c5
zv#RzC4CI4S+jH}J`BHbLEh>H-15OG|y6?}>L~Sh%?rz8(KXJmk4Aza;8Mq-JpbLwN
z#zkfl9zPF{j($SLi`vKZZ_L7BWirJ_FDE5so~yai(7?RVXmSRKYo;JA>0s8C`2Atc
zqZ@Q0v&`-=u?S^w*k^cp{JlPG;)l52kg=UL%;au;8ZqSyj@tb->j#|?f~eOeX&Fe|
zbXo>tWyfVSvFXsyz8Q*PN@J&OwiP&kwH=OpFl>3$A^gpt+F7!aoTBT?@=~$IT4aj$
zD)qLOsA@XpBuidC&3dWpx2`dpc@ow35QSMuT+2C2mEJN
zH#+XJeOCZ=jbQh(B2%e!Jx1n=G3)D)cg(|B%e^)=?xODNj3HkJ&gM&SS*
zX5Q_~m-Y;ru)iB)=c=F410Hh(8AEm(YD8a60=%DX3?HI-bT;qmDj%zERQWUP8B=*`
z^>CnU!!;?h9JR+N_~p$P(__~ktLTk?at7z6prH7}P+wcihEq(KQS!3&(63kEaTu8;
zPg;jPMP+12r^P8g|K@w`cvI4sT$Zzq#9t{_tN+FVh<$vxwRcd=V{lzu{03&-W#7iC
ztz_0|W!hMTpMU!_$mhA!e@>zw{o}Y#yf0LLPLHwveS9IvdGn)j;qa&9ZzrRc-v8s&
z)_c6aC-DC-K8TKqAYO4+>_l+kgQG{cV-<^iG)#v_=YCtDY^Z?x_pij0x$(z5l>d8A
z>tDaN?1JBeoMaMM3TAz%ESc5LsuC6Y=H#V4{21RMIehc$gc0GaN=gh}AfFi0PQIDK6^aL`D01
zyTK}Sj(jAsxc7Yc)tHHxm`8GWT(Zfk0h3A6pm)KEX^)n9ED?`k*W__Kxs}Z(Q6Wqf
zKD)EdUClYOOFB&1nZ_*pbU3$&A|K(0I#
z8iXMox%(YIe;(}PzxR1>FQoNK<UyJ4(m-#u-B
zn{odLt2
zHhY9%lIFoY+QE&>Hr8{#=TtBjglt-3Nn&xaxTG@gb)lB_@epI%gFO$cSx$#i#}VO?
zb3~i%k)L3AMBh8U@zu2Ijk8<>o4$L9v{Mnt*P|!S(CvGuuKSvt<8l7JahB=DXtR
zTU!7qzyNyb#0$*mtdz{>w=T-1h!65{aG)
z_Y;@Ixbo_x$?s4SsjE|!XhcUuz?BUk$@$UU{9sVxZgXyB>_n{QH+iXVFD~!|-0@61^)u!BiwpeyCvc(KK#
zQfo#>Hfe7?Q9V851ESLp;QqW17u?eP{Mm12R&#T8GdnNu|DotMF7)bUv+n)&DTrt0X`C_mGa`f{edxr>8BhXHsrhU0Mr!LAf%yecfZ~wB>`acCzHX8clj1
z0fr!NEX+g75+{u+9W%;IJ(LPdeZP>LoKSwsx5H3N@5K~SY3X2#Ko(LOnz)q6-X{K}
zlQk#&Hx#Sswd0#S{X8F*DDDkxmOD=mRru=VlM{azxSXRJ?r&in!M>?&9Yh->)AM92)F>oF*xW-xnVfH{NOCRX>x$SV~Fb
z;&SqS^Ll%-V2d66f^T
z;9x|!eO6MEJuou;U%qs$T@|MllzYcLgM%X2&^G}^-$7J#siOQS
zm+7awyJt-;kM@}U&gb#pODPUGes9)l;i=n)SRcwea4JNz?_(;|814Oucl==sE1M@zLxVBvyvD
z5fkT|OS^^xd>N04jb9$DM5`7X9z>U}Cm;*TyCn$@FNU;X+1qU
zRC{6pJ|(Y|ytza7tX&@Yb+IeYCHmD@a08;3e(mhb3I$h24T33%zXx{>4sRqchkPwr
zR*!r_XEh!>S(Wqc*w0AFg?8(d>IOOEUN^>+-E-|_(7k*1Tt^12Wii33x3?PLRh
zntR+J{4GW*Y>CBp$%_6n&J(d1f1lJ+opodBz(>ni7=Ru0@T1=E1DLQVEpfoC^<_KpA5HQ>K4w*H|St?skMFjwQRerV!#b|CBW?ua0$
z91++W*0%XZTxYc`21dB>A650Q#|J?3|72Mjjvg!mW7w{rh0!eKrOGkcJLh@YL)g
zT`6u*0Bzyx%Cm|4R*7<__=70l#T+-2si+ngqRY=kw8ZQ3K8r^Wki-(Xz3
zM9htGkE$7Exx0LtotDPU%=}$S8w8mjBZ73a*|zK|(GR_y3~Y8b_+saU15^P#^M@H=5criRXYd}hJ5Z)Fpj
zt7zSAxs;puR03*3S-iVk$w6DYdHwmsX_V^n!0gM
z^uoE{ysBf^O+HKN3t|^LA2h+LMa~!FJhLgI!lS~jcX9z;WHq)c*h&Kr!%sHl<5io-y!(nx?QsNzdXX4jBt`?@Rq;A`f%Y*IM9OGoi!
zduy`AFU|81)99Ab;u214m3c9kbe5I#tu!|`&t*LYhl?iNI2i+8{}UG%1HEqK>A?pe
z7I;y*ra9iO+{~1Y;VhO(Z2z<}UZPLwwWEf@FFjf%z|?p&7?b;>qDh{w-Z0}?yRehS
zIk79s>lj}!p^y>P;-6-q4^q_7*Z21F;-ZSr%QIdZJ3&}YZW1-SBXY}~_QFC!?nkOT
zL78Y6ROnkM!vxE2+!X>!$qV&k{rznYi~Wp<`YG}wF#oXx%T#QhlTa(&bwGGGbZM>(
z&DmI6D=RCLToJSoxzzh5FaA@j=2K42B%4yFy+D6||1*vt2UAJTrl3?;cJ_tfh@e`{
z?9fbkh*QO*6am4bvwp~IcX)I(O->%9#&`sEishfbDay@k>mZ|d9N%fUbPdzaGHwOyY{@XaMR914t{iJM%~qIMF683C*M`3nnkEn+XHr^8qx#DEv+
z=~=hEeZ|SiDFs{_@3OGGBk1ZH`4|+DZ@s|k%sbxKH`~G|XOUri2g
z)V_)c7yBmgz%PC_9NtDy@kj5ZF0oTd=343x80$d=dmUR
zg5u}TO2A47OcjQOsD|
z7h48V2JUN3be96-Qg2^2Jc`yz-89nnVnnL+yAk=PSYYQUs%#;+~NLR*t%<5G?2D~s?xw+F6Q%Q&QWfY(KuiqAZ+q%=2+Ozv&
zt)HDjDP8gkvVz)%R6=d=Th77zngIo;N9V*y{(KjF6BC78`1xPG%Fc;TNjco#__Vre
zitz4Gw%-yY3Ms=oGk1HXbC=EOs)qT~C`gl(9ENENz7a1=uOFoOEx==wK&wMrOB)~_
zfIn6@1Z;6d#c!#p#Ds*WU7}2fhlf9BW&&wRdhwq>?kyC1`I16$Cn<5GD)0s~)w?ue
zT~)rWv2HPJ3+63Xq{Y;cC|>yH8uEPi(C7z;Y55P8K1*+I8m-2Gj
z+JvSSB`aolCVYIb$jO!gxCDpBFs4AHelJaQ9TxtDyYD@oEizs{q2|$WX(@CkxTUp&
zdOaMoEBL`CD!JnDWFA9;=FjWh)-;~x{XRxXO0fi~2F(00XP3FM?Ji$q_DF)M3H3_N
z+ML6ZLpVc@9*#8m?Bz=dF#rJGXuTTE>2Nqw>=z#Hz%War=C!dQdUSZ?Is@c2~!91JfqRmn3eNcJk=KOb&?_AFdd;N{+db|sKZ
zocc=L)N>2NN;{lq7P;7#x!7H{*D-=Gz%H)-%ftf%19$Ql#U2CWe+>fnpDA+&hVU>}
zjr5BWRtV0@D+*u9dtJ8JU^?R0mSJmBfA&2LC_U(He|_A}m=>Hhk7XDcs
z7V#klXt+cydmoeW_I-0)FWx8O2aZm6IjG;zEs1A3TW#VfN%a+2_g++B+750pT1^?XH|`ym
zIH`;|&8S~PN87OnI*pe?)cEl3!ZciCEq4Z_p$PCI=FPhp=sR;}HiE2ZQjAPpPS(sg
zIakGgbhx>>B}yb>VqOG24Y$u}Sf+PjA&O^pG(X%~f)^f8o>3l11{%Wq>2s^dHvgnm
z=j3@Y&1;obQ>4*>dM%Mj&Bb+r1}8;y9+Prd`rhd05xF0Q&)Wh}MwQDUSrQd0!CcG(
zXv3+pdXa6&kgYtPqDM4vj5~w2MTBT}PVIO;&g9nkV3}4uzNG_}%#)#-dZ?u|v+YNI
z^Ap^uT(xMq!E;ICo}XG{XO;8?h0~soAr521!$uoZ&lwrpfJaF$$2hlH1bJ>K_gGk^
zxJpZuRa8)t=x^V?DKqX}vJq!hX6%P;o^S1I!Fh+NBGXgMTNR;nX;PxwN4}QB{ppVe
z)*sjRN&pZjmSrccYW`>s$$Cg%5%AWqxFSH^W!X-OW^TnGGq7|E`bb#UpJT(u&*MCg
zO?9?+^fY#-%As|uxsbUzpF_g!pIPBU)BoWG?KGY`8;in_``)Ez_-7?Aqz?iUk^cH+
zOgES%`KANCKNFw*)<44nzoYriaB=(RQ4$neRJS7*78q^oT!7Po?1^AYlLcb-d>jA?}QV
zg55yAQ+LPI4~<>y#`1}Yi5wLqJ$|+so|ssBYkZQ*uOYVyQH_9U4qMcgyZa6}se)7=
zT6fNp62eIh*V78prpH3i;_5l&Cl#fqtL!i#M7cAW-CmA2pbHeU9IybGAb{?ecD$%h
zy_*C6$V3Q>S;I0_oWr)q*nc=tc5Kwnt9sT#p$wjz@}lm7}F?ZPM37sIrKRSQ?@&)Wd7Zx7z=~4tY#@j0A
z=}-DxOMIf-W+jTs&(0q#Gr*zJp5}@qei*Q|xp~K3xy=6lf&JykY6sH=)&kptl#P)R
z87H;{eNoZW*x1QjQ53jt-*z`1-Ea(yTGv;FXW7-*kssse48zDLQ&ctB1xq!xGY{X54RN3_SlCOD%&1WEhv`TgV
z9MgNHq_h&p{CWMZ?ATZ;JN&}%@Pi&7^6V`LEPpL0lX={Fd9idG7-#E4OUSBqP>HIYNhHy=89T;BFac#pCmm(%$EJ>fqQV=G}Qin{(e`l;mgX%TthT9H}5SU
zG}hGEAH3ILXYcdEqrA_^_-eJcyL)T2kgKGm6uDPAo{|6<`C*CUqW@bdNlE*C;g15;
z(8}G6tZr;9=Id32vdXBR0?;a*=4tZfmB2gXtt~B%^QtL=zE(BU{{|QCdH0o$_&n8}
ze}W-DjICyT3p}6HCj<
z!<`p6qBy;~upak6cmRfsxFJ5aHa56;xKd`gZv6ZzDx+p}WyR(i;0xun-<_B_p2c`q
z_p~#vKG{VlCl|0Tvt!`Xpf?SHJwKSc$IEvG57)-lhBnQKo|^l3AX^*JQ1|i{HdW;K
zs4!ef0)T_FR?{22*Qe{Hd+;>++eWS8sK*D3cp11~7i(wFt&Rdk5k2GIf4W(BmfmVm
z=`8!yiM>3d;$b!l~x*I~0q{}BN~O1c}U7UTO%OJ_$xSV_@uF2K)UjZ{K?
z`8;(EVQFRg@}*dxnf%@qPJ3c})ay`~R9Bpa$)Vxz_V<68)5C@vU0U=+?zQqQ5|Z2Q
z%B8lWBR`a30#a@9+e1JI6g4&H>T4g)Q_k~QO!e%ps2QW@<~Yn`c?Md>$M?{uYsk6!
z7AxR;aPWO5kdl#kjx8e5PVhP6p;~s!;Gh8%PO(%~JUn}*s>>_oM=R(;e#W)^lQkqA
z0SWiO93)BYAMPcVGeuRZYnW0{Rsw8iu+XLF=kFgP!!oE48!uYRc0?GxIsAx;8
zEsBz`l+G!#jiM)Hc#oZ69fA*`)=chVlB7&YP2!rOl9HNwzC`ZAxacjcVL92c4#^BE
zOPTIO2|D+C#Qj|q{XCLcI$qA*qMI)(uazC0f1Hf}j1J)Pk2l2)Jy4CRI=N3e#Z!~Q
zU=vVunAty6%hrs@$iSo0t`DFb8lFj!0iAb!U}8;O-91r&2Uyy4D%PjAxG4f36g%X;
zuqhTdH@_X(3Y%At9nObI2AE9H`lD2
z%Tvz%SxHgQuX}vlEDw{6F)=mO$=-gTw|Ay^E+*kJU^w#jNtS7%VXOWjD5S;4*CK=N
zZyWYy2amRV->*s-@Q|D*$^v*Cf@|z+uvxK51Mac0g&*FIHyk^jAGr7kG^8izPk8Ls
z`0m_hU=SD-`CTK{v+cmSBB5b(D1WJk10#cx5ubNikh_c-oE700B#!;PJD|Q(
zhTvlUNn5szuQJjp^+ZuYx@vbnm;uxGfgUqS6MNtbIXMnS)5(LaK^V)_)SO3e@m0n(
z!MMh5d0%6!>|RiV)FA9TAMqr-6b})}X=$HcBs7Kf6n^VLe|XIb`gX|?-}JaRt=SgH
zg@$0PdZxV{DYVR0#DH-@PBtknZeN;0h@+tG=1+sz4u%I0x_(TJh2eX8?%iN)i+Z}%
z#uON*Zx#liPFRx*fDvq0Isp#2Vh>?g_<{+O-k&JlUjvysirYdlRx(2-NGW;uL
z-N}%eAQuM8M5m*{{!EoX|7di_^tr>|L;3QzcXlj_l`-8kbk9COSaH}$hXOUTr~8Fe
zcF`A{pHX(5)!o%?ZH#OT+s#bqmm&1m-*=vB^-gZgwro5N3sUI#Y#RJ07eG;Qc7plG
zR|#^8%(+#S-j9IJ%@i0G{xwROdKR~mV3_wrh${n&rpIH!ua~92UX98Wj;<@Mbj|tIr#p~E+u7KtRH}l;
zTM+xwCEU|>x4@)L@B~|{I2mhimvdOVF%xaqN68!Y>60}Buj_po%Pn0Qkff7%b@%sI
zx*Qcq-n-*IQsJV6eoOmhT1!{Az;MUx`sLc*)aRwPD-K619Lbw~eX@(I@8F*^^5@=G
zp^w|wlAnGO!rk8poPRde4oKv~s|ve2JFjq7AG>oZ&WVc$BuYdBKaSutPV$-=Z*M*0-nbpUR^{ryp
zJKDX#eUy?6C{1fp3Y40LhKkZIq6eF@ttS_!sDly^u>`*9cdlj&P*af1Q#SwFIP<2z
zCf%KpVD#+N4=`C~6Ucb4m>M_Pr@>iVcmvtIr@Z$p!|989^B#x6HdKsc`tnOVp$7+f{y^VUH|;5@*TgoXg6}RT$Zbn`Sos{1{HR7sT5F3|p^UxdIjzmoHz&
z!osq$+Wcfy2Ne{+I%AbgosEOZWo6WS=&8?-Q$IO9ifEaeLY*9MF$I$IR5;hN=<5KqRBv^p0fzP?E5$~TT7#H*
z39fYx!}TcePsW#k`zEP#1zwJWIXyHfxYb@)U{t-H7`xTb0Od?@A^go@_27>PdSRz1
z8fte2m(>VZaL=Ed2mg&G1iLSUlkF_fp}-igsH9j>z>_b}N{%B8z#3a?Ye|3Y<@$>f
zT!MOXrNESFjFY?v^z+Tl&0*8R4SVk7*DPkPZ29-pc0@kGCJZ>$($XTX9!XtY+j#C#
zBIu}778iS|7Z*MpVjjj)QT0fZ%Ira0Vf0fPrF_GL+%4oNmhDVaFUoaj?{EnzTY;rq
z^dUONHKR0jxVE>prG<@l<|h`Vu?#zJWawB|*Vok4rIl&&n>RC*0k%;!l;|RRB#v8e
zbK*Dy&+w-0L8Mvv?=PSD(_lWv=aEZc67n_4J6jXImGfU}PF2CEpkMW9>snEh>+?gL
z+@F!ESDn{s`m03C7YzfPtG7JYPTvU4o;MjO9zNYX6;`?yDEEV}v!5_2)J)is2;sfuDEq}0vHk(wGWs@FtM=s4vz}He|ZC>+DB|&
zbo%P*6DNDTFxVu#F0hrq0N6s+&@HmkAf&I!m$DB$&7rYeCcijB|1Od>VJHW|y82h>
zZPhoq{V
zVXr$iFJ{aw;^mljyz14M`^aLnM1TC(lo1!EjKyb>Re)GkvHm{=3GF>*8v)?z?9c+A
z-@9(WbpdQ6{&*(OzK8L~$DIh~ckuDQn+Nw7QuWuY^&c2{1qEkpxHmr53A@e~{Nm3=
zseG#n9@*OFV_RN7)aSZ~5pMi9_$`=@N`oiAN;g}#C2DeEfsl->Mtkh&g&r`=@Nw{A
zjNWPJXHI!a9VpV-{a9Y9G27}^wk)V7kXLv#YB&uCcaPRlRMVjN%G=WwjI<8A;&fB*GQ9N@8D4JLTrR;(O@f2LZWE%{2&kXKas3
zWVrh=LX#6hzn%|Qhv8$`o{%DmZ~@~Gv1X~T;mi4(6>4gD{S>?%H
zh`+plpT~+5jOS(4?_poTUf+p~TTV<$k`Mjd*VUzYn;H8OUJS%>{S%%UI-gO~-u?;w
zlC!C4Oqq)5lWJxLhMw+jt-LX|u)rJg!z%@G^#S8aWmUSl5Y2OgNg*Ec8e)|V@+O$n
zDn8!jayr^w0oM&rA$Rbx46v6K@`Z=P1@wHPR-zUbJ^>k~0`}pkN+ubbf6h9?LQ}`B
zWK2rLQIYgku02D)nYG&7o^tTGX?!SnTG;!pm8)p=t^0@59}EX|`IwOvlMWsRTtJEl
zR7YK4{V+)zgn?U8_nBW*qo+2WOQE;Bm6bkedfo1Yr1pQXYs+O
zy1F{x=e^^9*JB7XV%X)NI(z&3TTrTiJdf`Ipe|?qkra1P~;0M<(x3;u;z|2l#QYR>(wkx4MJUm>|_uXr15iXm>yud=cXJ63K
z0bC0UHvtAY_g1}TOiavAh(0qZiR59HS;c`YV^}?-chHMF2Vm8ucs4*|`$V5TxQyin
zURuMsb96BKTldZaBsNAQL_zWMt(!NKqcw0h;50~Yk;1GKRjCFYldX70TpSPFd*H8G
z&wIlV5E2TEmR5eeYd$%D-fB*ed!P8Gg&i)9A)esQ+RLcS4}OZbd3YgS8i0cZxmTC
z@((VsB|>SI*4ExW(Gn)j+Ik+kx-gy9WF`TVS8#sg0HOW84+I}$
zVyM_yl>p{(t1`E>?V4Nw&j|CsBe})ajgR-Ywb}MD5K`6D)D*?%0d@2RLjh@aVW(gx
z88{HYFqD3W=xvYU4_&LISRr~j(ntG1DbfA*4dyx^PJpxL=huQ_ue|*5Q@E!+HWl2U
z<#!|qZ{a(K027CVaJ00x<}zvHw6=skbP6DtT3+4;RLj~X@c8eqQis)M-gF7p<$~o8
zW{x6{*tCmmi2GaBh6w@S4H#o5w%WltVjWC1zCkx+K(r%e_)~dQHp71&;~CC}83~(m
zm-6oIZ~pR+rFFjk_pbC(u!EUtMMcI~b+^h>89qMUG5I<`#o#p(<&EirPC^b?h&M?{
zdOC)oIX#DieMMN5Yq+Q9PKdDXaQhA4bha>~zJZSUg_+-Z0=>cDA%5zes0TiKHvv9X
zO;3y85Hs6#0)(T}5jGXTFfpnWP3&J4LU(X+Y3i7#R!IeW$ov+^?VRU+Cda8WUy5v0
zXQ}JBF>(K2lI5ny$d9348^pxW$5%LgEhp{LET+HPq5EeKccdNye!KT54oqn7FX+3D
zJ;#^8=i(~u$m(FKJT9Ca6Qu7akhk7e*3+v8yC6POtJ_6j#9hqrYKjRpsnBA9N|2ci%!Qr53sFN4t`VHmX-3`axL0T(k7i$|E
ziXpfaaTojkaX2fvB1BIaWVjC8ht^v%5EIjrUd>_l+JApRxY~!*A3FNpR>K+j{6a&@
zl4cSiGA-snYw;LC7vlCNj*J8rr~gc+bvDy|)96-emKfUeI^yly-@=-cGtG*^k&kF+
z+((T|54PfxMKtrBcx2YPqj}GAa0NxJaNMfyJ$S(De9xy=Q!2G9@nvLah|Q_(k_kds
zP*B#^HlVOD40Jqa=xJqYZg6Hh2fJ*gXnxj&rIl4KurUE41v3g5i9j=%pKqN9x0Ui?
z7SM;xPPbO_-y3n3aDo-y)4}4pyLDq@s&OHF_8C3z63^+InaSO|uGb!unpT!=Z!zLl
zpD-zq94$2i_aO+mp{b}M&6o?<*)s~)NsEt8BCcY&n|uxZJ9IG_
zOXal947mzq#Nz?DOgVa`Ijyxrcm(R2^GhV59K^G7%?M-SYY1I2*663Luk)+C5>HX-
zK1zAjFaF@)o{f7xKY+gD0YjOxqLky_>gbn=??puyn`o&?EnjG9(VVenr@A13?OWYl
zGzJ<(;;*=%^8~*e<#NSOk-?xlW<{#z0pTS-Oj2J~S?Xh0-5HJn(XZS3fFQL
z4!X?Z1f8+6q_3&9Ky-z&L%-bM9_1tE8@{ypp<_i3taMy^fC|GO0LI_jIq5HZI#Dcz
zGd3{LFfcH`7?KK4Ago-#5)^d4?C*K)vEpY_4TCDpY+&yz%1i1S8#9EwNJ&YpkC`z#
z?e?P$&qf6&iX$~->-*3|XFWipP=1t-W|hUp%D}c#MjXB?5srR!HH)>~>NuzeMxV!W
z@1Cp)uZ@_X_qQpReumuAtenf5UzfOrQTMKMus36c1mjx?u&99PVFFRh@mUj_-&)t8
z+T)bmw#Mxnn;7svZpH*Tz%SBZ&>An6J*myEt@8t?gd|3;fxB&uBX;`sS!wtAriWgs
zHJ0&tx+XPO_2Mym0Jp9q=Un1H#bS+#=pIiO*tDLtfyb@!w_{j4FdAIF|;q+(G7NC4F@iaos&Gf(uGCmrFHwuc3q`-Gg&FUl2
z6a*ekFHJAwNIX8{m0Vr|LQ$z20YbMWJofM^MaY>Tq?ugpp;*9wpW^D&@k0xp7I-3V
z__K^>Wyit}{A^=xvg%btug@x(p+l-C$zE~_h5(s4ko?Ja`(Fgb@Mfqmg1loBSQHkYHtJS1mX$hRt$If!Nd2
z)7iNUCLwXVhNYvn+XEZ7LO1{%hV)XHU%=kfD@gWF2fu=T@8266n8MJlv$Gd0S+=(J
z5^NhA+g|e7Wo(Hj=H^~QwNtLh|HF8AuP4->bm`U*Q!!NH;6f1Fh6YZ>vMjbW$1KF5)WdQv-S8KZQ_AoGNc?bAoguM<*KZdKj^
z0a5`hiuixcJM*&hZ(VBc%#
zvYcrm`lTtsnah31&0@KtT{@JxrL}T}W<++-D?n&cQVdfb&~I_0+L4T|$w8ehG$KMknz}><
zq-U?dJ0f>J&d`TuKLw`d2w`ACS($Tt3<|n}GtG*YmdpHl(A3mbgs_3Z;8^*Q$LtUI
z;Y%L6PLQNVPcOatc$M(rc%et?9<&=n`R&q)!o5%G$eRbxxBfAu?Cqnwa%Cq|^u5Hx
zQ6cQk>CHLsxmj7%O*OQ5n>Zv%7ulrB#-4ee0^#r~g57lJ8TR1usvr}S1VY$UJR{ks
z@ep@O)p_#Z)2HB`05^XAXcd)9OJnb`@%d~SA|T`VrIDeb>vU#jbn+OIdA68C{BObugFwS2`E!8%ni|
z-c;`10$&4phh%?gTaJMhd1H1KdV)(-u&F_Z2R>Q&w!o+T#|DG|(be4^5%IaMo(T+d
z0hfjODD-T*yL;dA>v*WWs$*q&1_N@A4alYgW|rUT{?fsm{@cOcV!`Id4kcwJ8wVZJ
zLc^gvo4|g|DuLs>p`3XvXrm`&0!@9fN
z)XRpivS%p}{BDEB1+y+1FRFlyf8ccWuxW=i4i@6w_Zq23g~^M54baP7Q)B3>Wj3VI(>;q
z_&)2nBxC55uxE5DFkSYZC!bmnr+;FmvGkzxbIoP$fHoMo&_BpD1NEt5M
zdnWkoTp#wgKF`Vd3WU12xWIc(vtu1tQE|F5TnHTp)lXPW1AD6VkA8f5cSb5!SK%F@
zxvBurclN*wYC_RFQ*Ym%)-R-2R#xWaiOI<^QBxl$gsH+buCcipnWgae6Cu#@oHUPP
zL1lV26sjnbk>=85jV;asbq@=T1aAz&AI27AWv`y=tUyNs?MTF>*1OsQP5P+cC~QU^
z#qe}6{LjsEatG@JY3F8Uaq;kM?d(v1c6_$U)WeG$wJm))XsNFcaPVy&9)2q?3JMCC
zT#uAH!5C-nXJdEDcsx%Y7VgoHp0~eFmXUJx5)RI2vDF@M=ZlL<*f=uAl!}|okZV@3bhykj{oErXqKrdMxM}F_@jLpkS1IVpL
z_g{=(X8sM4b#eSjpqYT7WAfKB#GM>#SVvrI;{v$qarQ=ikD4fY@4GJUKO8izNcqMVuRq%s|(|iObJ_{Afen
zMWuZ5O7+0Nfs-xz`c=}aL`2CNH8{jM-QDdrb~dF&CE*bf-{PalHufYlR3CngiBC5B
zLP>h{tMh{-PdY{3MQ_7WpYBsn
zKZ%-O!hYRcn0S)#t^7E5|C-~-D^&gEb?dXWDdkM79sTdN0TJI;Fn+sx6$B`f2+(qG
z+x-IY3%?e>`9)GKQNnCz-|6^Mr1I=oA#vAe;Q`tN&dR_J266e=VjzlP|#sb5KT443lX?
zvi^PTM+5A2Z5cOy4?s|wU|qxr_Wz^nQIk&G$Lcm+OIEPFEduG9KI
zy*VcGYW+_xK!1Rv((^L1f|r3@D!=sM8h;b6HwMSJt`2Nmr=#=wGI1M6)VEnKV|He?
zxU_U>em!QsNYf`o7z}i?lfs~GhOHt$f7=J|@OAb5&jjabiD!^XwHCWN5%NiLKqXZx
zd_PC}oh83V${ORE*jV==48U;CH}*Y00(?NkKPp~Oykg2>E4oiPNo>q+BUkun=1i`x
zaqjz_s*>YmTKcWB!oq$amMbeqoj-Rhm!aG?V*y3ZX?#7X6=p0q`pyOWFU^`|O&U4;
zNICtg+`D=Db!6AZ=nA`YtHn;YD*W2z(NDz6EhpoCr|&bhz9?p7(#TUDMfWr~I1MfR
zq0a-(Z)mPw_fxU}fD_I}7T6cwefjdt%8E)xNlNOlJMbugQiAawgEmWeXy{%dpYQwk
zd#8Emf$ZrpMxrbQW4K0GbCEJ?ckiUFtu2XiMV@Z8djb7oFwX!-rWbJi)zURWgy~q?
ziREM3K&{%_0OUfjet>qJ0cb
zX>E4|7>}@A6^=b7@(bEPd_SpXobTyHvw5m>mFT
zeK@Kz>fsRv+lJGTqXRc1s$EVNNH53h)uy+M4D1C+!m4>}4zC2(M?N;XaW>m_?$6-q
zlM)foenRzAEJf@d8|$M-;x9u)?p)Og%{*jzEYl}BKJoJ>3CVTPlz$El6_?2#G|nDK
z$y(0=MG}z6#KgodoU4Z6IH+~NU%~yuGR`2__lbt_R_mhs(`90Y3w(h=
zrqS#n=jrKH{e%CEYOuALuIr=Q7M1K!)AL$Ei$6}DVRviK$jGRmD`{nZZ4KymTt=bZ1e%(f%2J9zDW$!kbe5!CQVe(|0V2NdD*Mq`
z-X0+2cw4VZsX;t7Bp@hAfB>g37M9#lMi9o^=AP|ml58+)`cgemS+uF%%C65ft&?MCpziqkisF4cCE>Mg$y<E_yoz9BP}4p=l*4?hm9KKWBXYTQw7oA{)`SV$VK-zH|9(g`Wi2f(Gg&-^RmSWm
z-+a`r;f0Pw`#N#-W?$qQ#043!k=`V|L`6on42GZJhwST{>+5SJBvk77W<*?7QR-XU
zhST11b4$xr1j+mo#8Rh{LU+BI^f3c<8556ees(q#CHEn*VQXV&VYmL<(?L3Zgb?@o
z_vIjs*t$Bt%sB%yGl)TAW@m>uQq{8k&a5m+8I3|iI4NXptf@4<+44%|^Zkbz6nq2w
zO)iu1VV6mC_gba_LV6e1Tl$;a%pp#f5}7z5>P*QU^!Z{6Imfb
zvdUKmkw{PP)84UmH*9p({#j(R)Mq9xyuGsp9H^!y&I_Tv&X)#
z&8d-*UI=)Mu0O2X_s~VoJ>vQh5IdXk7B2|>!e8x?PCCJlQN^uHf(#J{-Vqbe*4ti6
zWRS7E?iYRfeCK*YR8%k+NfS3SmOSBV4UB}ST1NLQc=lLoI3Q)_4DU~uU-~Z
z1jHT@pr0LiYq0-5#CZ9c8qExUGbb09T&AORgZ8x6*J{CyLPaQu9e=w|3IF;)8WVpO
zVlDjtX}J1F)OIq}FF&gPe6(C#;>tO5ejS~N0#W#t`!9c5Vwr@2@zjTWWz!B@T=*V_
z^9f!}?XG;awp~x<1bB(UJ_&sFxqME~)
z=xAw;N^ig)jFfKYLF%5IlhYAvJ41d>j-{pTvi@3!?NgUKk9X<;gB;A&Gbja-;G3gM
z_t6#Ej=hm{Z84$)WgEdrq#`o^RF1N~vq}a#DC*d))XORJhP@nj;WAhxd0G$>-Uz)h
zl<^#!3M{Mpm)MO5va*YcYJO;%>+3ha5r#rxTG@<{MOb|l~1TsseYyl9NV;?z{xRKg4b
zo17esuXak;Dl#e5bqsbUemvnRcRHzjnIHu=jjQ@$zn#atLSo*3xr86~qNCkma<_+=
z$fK1Ta&p88Qs8(XdaKXOd9|3>c4aJsViy>WaxM}dgRM4WJ@A3ziL9piK_^Cn+_ODA4f<$GgTDI0J^egQEPvz*4-^WjA3
zElW|+=5+BC3nS!S2G2D*u?_P*Jjz?ewku(k_EZROAXn
zvxfAF3SnX4>xko1pL%d6awh=0;&$Yz^gvP&Y+hkNesXXIt5eF;btkHtI^0{OJQL^f
zTW%mg<+ry#4iS;x$!TWBmp*>{$YD0N+0%_AdqgeYy9s88qRnloXopFUIS+z>fPl)w
z>qsY!gNdqHShvB|#$h3$5{C-rJal4yGCL4YTT)znnTjPqhqp-mmF%pAnOSDl?CdQL
z=dJlTiF+Y0sA@`Vme3~~bZ|%@E<75>X*T1nnFR5=VHCO+7v#B}!l0Efni8fq5*pMC*;bp=wYzoVs7EVuD4jto
zQ4TuSt=(btbwqq3`Bem1Nr4Yoa?0LTJ8#5eqi+OLqjuwK%gf3eU7IUh1$PsdDIY&z
zpl4lLpQJ%}w_fsrgXY`n`R0y`beSxUl-L;AYA!Gq3Fkv*5J1HA)WKYs$v_t4Ba7}O
zdNm>h*#OEqHQ06syw|X)PT_TCr!}_M>V->+?)fz|JAF3QG
zOG|fiME2R0&Q_F{pCl*7K+1;GTy&vpv%)*Ka~=fMo(`9(6qS_B9*Yspt07k?Gb?xT
zZKfBxi(x+c)NZxxtk#mkCL||v*s9Q~8`*`#399?HA#BjK^A1k*tqt_cX0;-B2Ubqb
z2edQlrWs%l!o-I@_C2uJ8gn$V>3<{}Dhrcegf~QF^;&>DKb;|+EnsbFDfsiD7Vuo=
z8&Je6Jv}{X&L_C!bUg8KGdi`Gnrk`)8jJL)YL3I
zrwc>*DBgW_<<~!-P@0)hxx2-=5ll%QYETIb1sd>Bnm320BfJa86i@mqdG$0pPiRkwl}nsIn3vo6bv
z(qaBtmmSu}3h8og^NG^)BI7*A4g93lvu%+y?)%HR`LwhNDMFa(2NQ8%?;WaAHegc2
z=fb(yEx~sU!C-Ixd;e}b-;wspkVL=p{;9OYNsu=_2F5Dp>dbg)%<=RZ)@M9pW8>F_
z&bg1MX4DtIdQlpJwXE%e)$T68n(F~_RrR+&WDKG)4!a(eCy&|Lbr-s5aVVYlR|>~@
z%x{BYV6Mi;7#{i)tldjgt{hH%!)BF7fKdU(1@$X
zw=%TT15Xmev=2V-{`x?+AJp9`g~B%IQ&~)0(ofd654IOZKurL*4I)l1QPs>ps@ycg
zYl(U~?X`x#JW_0gSpNCp10hjJ$Xt6gCA0eX6b@Ni^4%^`BnSJWjPzt4=#2@cf`o3o
zJRVmg0wK`Q*38(kWKD=*OImK!Dxv
zfl~`G&sBKC16B5R!l3mUPz{+bkGh0<7r4AINb>BcjR48
zM4fQm(G~#kMp~^(Z;h#H9Lb2lt=iEKg
zm9x#%?qF}vjqYDXr6&_P?JmQzwg&<6&Mq#m@k1zi9Iq2X<^4=a_+T%h#gBo9ryQN3
z1VZAZ6-CqiEmn#9Ax*83*YL?XjWskjI=*@!PmDMuS^-agHm+XVcJed5aO}XmwNkb$
z?-(Cxj~LE}lb9HL{5-fUuZ953<8O7*<*`2ol5fzK*d!B1u{~_jc?o(nhdpO%3QQJ;QRD1%NeJ@0lZi
z20gD_)rZ{=LPpq`ndi&lM|%bo3-4IGLpk@L>eAUCvq%?m6h6)nQI#E%+&>*zYvlQG
z;5v)wF!>}iSh!c|dvQIr02BSg&w;=%ZqhfD5(r7J2YC&7q&YEjz;C^%9g
z$Rt(CW~@Y|Bqu+$-ZuwHE9aD*tt|zo^%EMJ-0WD3tl9}sxquR`ml_4h2r@DEiHsd
zzDrI{4rL@g5f$7xP5IUp!g`f$C{x*_ub-8zxTM#~$&*b*#CePC*6b>HdAFu#A!LvCuIWP%=-VVDl6Up?MpJUM*VgJB
z1w?~m2L~m%FU~JzatsVyiQqtH6o&N&M3;7T<0m@>Qt-^Gn^mg+9tBialrrUQ7GHcn
z%jl$R-q>l!qs?fm;LU691a~pN(L`&pzQEJZ{PSp3U6Iy@)~g^DAZAqll9`!lO2)(4
z(%oGRanab1w7qRqUBTQ2D%fCxA0s2iZBgTwsE&`FQy-)Tknvsx$5V@zpFiC!mB8^-
zuSuH)AAb+Za6iA6_4Vu&RT#(Km!{iWk@;F_WSB~6%Apvyaq=_4vE=ZY3vr5SiQ+*>
z53yk!=a(?ZE7!k0v&RL2FhH-_S~uU@+FBWc_**Ge)e5_Ih;2UHe1DlrK&bw)Oc?Co
zj^V+%(>~LK9Fzs|@vpHr7E?JW`s3ngq|KBR6-J{|e=}{A9GAcUDP<+hjwxyZZLd%r
z@osVXu~lV%$U@3l6tm+Mb2W&v>Uh?)W{3AJ9tLhqP(unH{S(M?F#|{|I|Wk7pBlBN
z?y^Lj$=-js50ol!nPdIW0FjQk5Xz0&H?zkSw#W!sL0*C6M&JzJ84~Qma>u#``jh`g
z-CKZFxpwQqC%hbfOOYH1;HSsySuw%BHi8H-QAoqUF%!t
z?ES5M_Bm(o|GTc=%WKJk$((OI?=!}@$35#Ylb@zUh`1NHqOh
zsPagu1Yi1$(
zMx15q?-7$ampM7~U7iCGuB)WY&CL)TvvbVSl}h|gp5`oJ9zn5HU7ZGeVc@;`Nl9(Z
zwUr&zgEGicZ`#5TmTG-$8FwUg;=%^*%+fC`)c4dLqUS2zZw~?Ewr>7|{fn{o{1yKZ
zrd6l_uaXVGid4b4OF;bWx#Ex%nghx~>kmJo3mZ%SIy+_kV9FMMXrk3MH$>Nj09C
ztmwgeNMNd9`6vh6$H
zSbpv7V{Etl^wLPZ5?xfIM)=G-_;9LV$cmMfr8$Jl%Kn4kTipRvA(@mUH)L_nibq3#
zBmyVeeMhid);H_n;mQWIcx+n~Ztb)V^57Ho4F-@4>lq+ZR|q~SSAj9y9q5d(_#$3B
z)U1ZY&J}BqkU@L<^TjR9>zGg#q^uNwESb!6@Vs6?cv4yI7(x(aVL+m(S+2f_moAOa
z7x(|4E3^3cbmnkp2|P64#fg*qTp22
zn%#ki5PC7%v)WS+9`L%HMC64-6G;WJ(c{=#`;9o5rj;9-fZ7S`42nbdz4NvSN_B
zT+eE4qJ2z517aNSgoJ#C23tKtD0~_qK)GLchr(T|BscFQcXx|cL0&%G_E2PYR(mAu
z-n@j6!A{i*um1D$h*C)r8OP`~?j8XdDx~)zw}Is4ZF*Rln6byFJYdg>&tTge*a11h
zRi4ofvbxiwo?^f7a+Rza0V-HX
zFK^SzWGG8f`f+1`f9l4R2C4$g$S;_inbE&KRAkl%&}gnw+2X>&!MM}4?iE-pOoK*@%LnBm-18C0|Qt!^L>MRMTSR>mB22QIsR
zT$T_ABeK)=X&fb=;>OoMh(RKEB!6cpH+Op@tD~5es|^RxzRM(Tz)K#5=vZVnr`;C3
zFf}z|!B?aRj>2JPo05j<(O7T{qn(L+t=*a#!+X|d3L1U8(5aDLRZ{GcJnk-(8cew{
zuZ2oi8{}!2-kU5b=|px&%-!y$m+8C`WStM%w^z$
zZpq_uLkPa$i3uC~t?FXbP{zyuZ?<_CU%)8-sdHmHNQ1^KDebRY0*KVdu{ShU?Uq-t
zxiRFLW-b}@!7rdiGH3m!XZCU0*Eb`OzXLN}VaTjAgY>(Lz^iNy08xw;aSRdvaPV6-Sxw$YZKBGdB(
zSzK(pKK|>{rAvd!TP@6EOzq5H!=8;cG<0-#OG*_Lvt#n`@Fcs_A{FuO-o?IsJJNOm
zq%;eproy}a&x$SCfH4xHHr9@v8NfIVWHKxbpxfD@UX927{Q2|4eQR)>PJV!BV?PT(
z0k_dh0^4R8D|VWNBlCFVrzQH6fJxHRtI+LSgUyujNmH&2QF{|4O2z6*2qalSURo-!
z@k{2%RWtNJSzvW_6&k24J9pg)=iphMj`bZJlxHx@fff*16}ObegUUMPr?fCbZL?8>
z2W)qdaCSd$`*mPwgY|L;ofs$uCXX!9_N)z-%^eqQ0Uw2!cr{164J>t~Ek;TOfYJ=|
z%1@p7SptJipY06j1k5iiAa{Df!U6mq;BSDkJX9E_M|~jy0gkGU;z~+k2dZ0H8nw>u
z1W9@TXu|+6=$UAP%rZ2aARYeo>s9g+7@9so%9_kJ?J@}
z0Y)t!DSsVRFJS?qD9yh{5x+h|NgH!~{8=c3scB^z3dn|;{17Gsn#YetF%^&q4PauY
z4lqy%1zWEUAAl5B%3#Sz4Iu7Wb;P*bFZ!_@ma|+z$xTq`vZVnXJ$>=X4{A!v!^0&^
zCZ^Z3EfGsAGkF?w>D$|{lhdKfv)e<=Eln|S8HVTiNvTiv!f=FCpH~&1>)=pJC}RwG
zKK;m3xq}zb9LO>gK_zKwW@{B4w1;^Z8ah!;K`Q{x&O>~9WZ0|l5<`K(-3bTtVRO^otALu!htIQAt50HJ-rn2?cM*d60WLp
zINrZY`o=)WK>jd_#SEbXKC=@Oh(&Wl9<4an1U@XhFLrzq3Ma-T9R%)c6tq2EJrVOI
zqC1^EjTy1!qJ%x?%G~~lJzQ6b@V)&JkC|m|-o9-;`Nr~PBr<%IT8Ep*hDX#mQjlDt
zOp;daCbz7-Tv7p)-Jkg`0G|Pa)EuS89hM_9omgD!M&#pdnps>t*i)kw*!N7zd(|dj
zR9sw~(%E{ahY)M1qvPO!8_04fF~HRU8PI-H2B*IH`NH_c?95zAgL%Tc7^IR&Oi>5d
z_R-OfEuM){wM3)T+wXdIn@aFnw;fAUCj?(v>;@N&Ej5};t$^k>$ECuIKZ|xg&`yQ|
z8TLjg^9>|WL9WGo~2
zla`Mk)98MjxW5x<#+aa(dXg(c)~*kG&GSsaey(C-K6&zF1(79$m*n|r3{4mn_Hwlj2xmC81#jQ_4@s(hoAs}
zo>7Xv9=s@NHQs0>+W@p`0sL-lu5Xr@PKh~Avs~zneC720>W|H>Ype70G0_izX2s;-
z^D`ucUszafZ)^v|m?SNNf`abg;sVoHQ(ODdhj*nhMt5ur;YoD~F1f_|=9G$2d8c#4
zw$L@tvG1I|csQ0-h#Euv1nyc|1bsrsj@h{{}$#b%u*N0||fL
zGOKuUyP5L3kRgJSeCD(6Ow+Z=rq=k{pf
zRxv`FvcM)6o}O6$IJu#>kItNAlH@%JT{AiV5YIWQYdFMcf7I6Zd;g0BmH#)Cw=gO@
zTX5(RWLC%IrbSNq0w1xt>;FtE;hSaOehb?CcNh78pZ&%Dk#C|nB51=F2{gpglEhTW
zEggOfMG8j;SeScWu6lo_sDB;gb{LQrk})}ylz>wWipgKU8WV*@AUox@e({NQc%7bB
z9c9O!9Qk;ux;IVCe+h^9rA%tmn$^>%PuV#*
zfYO*C7*@I-b@9s=9tvU26kwcvID9dQZq=iIM2v69eE8+t*=n%0Gq#gkvy9+LWly7#
zP$T_{)bD!pV>+Z>8JL7j&B8Qo4J<6`Z!#B!9R&rqov%!N!QKg2v|1T8I~}&+;NSp=
z6|h#Ah)>yte*Z&?xbEKG;GhuqA7Ag{?{1m4`A~?&JtQeLU+@M+Gjl;n(ArJrfOG$M
zxb*_?(~`JO`#Xn0q7tZ%$z{xF;{IZ#$mAsR8Mh1WyHqkEJ3H4g%`pSsAW!Ct+r0%Y
z3i~U|C;!hneT;>b1!QW+hRYErwaLlJa9F~@&o_pPwm^tYIu8#Q*RX%R1!#qkn7|N$
zLy3bcw-<$TeH(3mu5Qk-FehXZiiRb+U9&KXxYObBzhc;ymaV%)Y)XoXvvn<9U41a|
z7=uNNcf$V%j=c)^b`@jLow=>2UP@dZ06>2LFgr8zdW{&BU;g;UY66@`H$pHZQJlgp(nD|GXhuSrjhI;bPk)sle53Mk9H`t>PUW$Ef~>|ii4IrS>>%~)GSPoSjyNHN>}c5kQS
zX<08Pt4Gs#5Tl5}k5D;kW?m)4glWB^=U`$k9${zCWQseT%
zAuOz9iUVJO8&v%LluPydToKg62DXO-M3`xe+!#hfKbf^3mDAb%a8GiwefiJOH>#Te
zRB9-Q5=207H)k!xJ*2eM<>JMQdTw3~nyAnN!^}YVWMH7*x_z)%PmIr!o}H{`#;p!~
z24Kl{bz))OefDysT&pR6Sdj{`lO43Ghz-n(5N9sw*4cUK&!y`-V4}J`$pL3vi@}wv^nU!Kr6QO)6!gX?+n9j1+
zO?MIL5aR2*JPFi=S(r&*TAZ~#t^A_F#{k&k9B6=6gkE-YyZ!|m$0;g#B)zBm8hiXy>5aueOz>|-o)!$LZpZ{|71Z}lg0uPId((_Kw?0n<)
zaN5bStIJXSYhb?{7eH(0uY)|41bt-N!>H8MDFBNB7)F$rdx=fCxw$!GZ){LWYHXWZ
zP(P*q?Bw*|L8XN`;GN
zQ`Bp}E+%Oni##)Sx8w)+n<={n#|COHf(g#5J{rL!$yq5P0k#~f>L;^7i3I@e>Xp2V
zWQMXJ(S#N`cAz~K|M_!emPTDaTR-Ua$0rc6I-VZmARSTa(-=2@LljVNh)K))1C6Be
z%OoGMT&%}t^5{|@8|bqGGvzXngFtX%OjacPfyhpTLqz6WT?-MrwJ}M=ZHJ_+Jj1t>
z7q|`*X>qjzAw&~sl+ALmF2*r7H2ISY+y2`ytzv2_JWII=;Ut7z%R3^%$lSaeC^VGR
zC4qhxii{P2XTXF^Tbos5cf&Ojc~Mze^T{{)wpLOZz%U7AL7JJEv^F;{PAIC_Z%Fky
zlt`h}ktL?MhBK0ji(%#=AbrykTuZ<=Z+qiyM}YFsUOg0lw1US4tQ(1ckBUq}cg_?(
zBusG?6c!DEF%ryf6RlU{;i6XMGSD!?!a~94hEZPBhnR1#a`oIcP6r(b))z0f6-5lw
z0h-c*3JP}Ft31k}{*Q|BHNH=LAP$Q}uyVAUt4eBW0xJ^PFXfno=v(Cg_Dvs*0IeHG
zFxtguWtm{<^vT9`*_<3gk1xELMVG$fA-(DFd`C=o)xSYrP?Xg9_6g|e*1FXG!gYd*
z0t_aeyYTRO2)upka9X58o%Zw#HjtYl>^B!6FiMhj{O{Tie*=F6BsWs>QM61G;j;jA
zkvX*CA$+4ps%ONK@%i)XclQ;L2Q5IZw=g4m{{Cl5i2kZBPha|W?rUIXqB4uZ!VhCv
z3~X$3cqP3VW3p0GjQYFHZ+*za*{l%Yq+=y1$jcj#tv-5O1oSz`OjZwhszKZR-tr3G
z)2~qJzx&$`e8*iTNW!4}o}Nh>+}hgQF}Hwv#<5D_3!A^3y{hlh8~2?nM14a6YoQ^&
z5x_a5dq%WyFGS4rrQQG9Orc7XadWpVE=&7W-#-6t>CR4*$L?+lK>J7p2N&|CR{#l&
zzqFLtml--JBR=V|v9LU1Vd25p*zR)7E+9#!%PudEiq1CeZN`U~N1H*!X4TWjEGv6l
zDmwa4?fB@^$EGRihljRjXpTK6rZUWUke0I9nmwhaE+*cc_lj9mSo=pF<4H_3yRa}Z
zKY!o(E=)|&A|ne6`(e6BBM?S=fb>vka+CXO>9IX+hS~^1?Q=;&QW~Og
zT3c5;T-vnXf4ApWFkqB(s$9=4E3HxFx|tR-l(>lso?^NEK*N9-1_+sTbIn;8mu`eP
z{qFQLucnSA>o@n)J$Z5&B-)ge6kTjEB_6E}^;O|hqY|ROYsQq=$bLkg0Y?I=NoaBF
z=`WEBel3epUmyApXQ1enq)OnXd!Ad>|Fh2hkv5#48!H$?$8iF-=DIIGp0!Lt+VWv0
ze=z_EqP)BwT^$`j9A#i;F0m=at^_EgYz5>u7Zz+%)Ng-hC#?n)GS#r5rOay+1j&1#
zRg=9$#%9#RXri7P5h3#Gm70l3!>?|VsydG#CWpneRzwbQYk$w*5D`XhZ0&3f6zR*r
z??9lB`t&KFFLNm4LRsbL@X3b}-JadgKXp_FPJW6H9Ed4)qE)?Gq?^+dE|NXc{RiPg
zRS9u+>)t&{F}a`+JB^F>@X_HMN6@-4-5M_~J%+TVq5{pLsXgkol459B=slx58%8P;
z5@x!(K|VfHlXb*mCsWhYvhwo1z}_Ti-|6B9SjD~NXF9FXs@^}1K(&XHoHJ+GQS*DJ
z_0~kUkHPZaQ6B7@cwV4izF}@=*3?E-FEM?vf0#%t`Mv!1Dig=avWH7A0jYC=K|Nv4
zt+Bwen%eDJW~RUCA=w?A2&k%ld?4cmC_zn@#xl_|IM;U~1g*@?@3L&pas7~mfFmhs
zzN2UNN8wji>N2wET7;YjAT&QSvrsAn1iHC_v#8{-=2%g2js&r9qO2UgIKc$XRzO?;
zhX9dcs+8o}wuqF`f+3n9!F-D*CJ<2pTCdE|;O6ZECFGYvBH;TcS5e-!k?QH$nms`p
zy8Z>Tfb9bHl&m(EBi_^d6=y>RLm9wHD#^WKHS|}PDkCsk8e_tcLs6q5*mtgKM7#g`
z;TMWm=k_k5GIywGtZ>=yGOMY7P)3~2I#*BCi8z08S1jEZ<0y;ZTAP^;JqC6~2+pk^
z-&+L(@0Psps8l)WGk}UQtvFSpFH&?mCx@_`qz2`pwT;>Q+Vqtc
zF2>a1lEUPq{Uno=znTQze@x(fBzLD67}M@61NBIaon&U$qa#pT6&T9fR-rZ!S|g|Z
zD*;)yoy+^Yn3~H_QmIJJK~yv->sVoM553R`@}op(FBO6!e(A7cjfjDPni^T2k^oX$
zPjk1i`z-vah>WCWY}iOrhQ>T+wc|{)vl`R!7kYkd=)Dp=A(?joXpk*`?Kb^DY7oP;
zX;FUDr+>%u_ybP)|2@xReUPE(A6$U{Iy3P%=L2$P^Z$tS(cWhsKK$2VuV->5hx2cb2dP#oJa%e~_FowbSr=SS3ZRz}~
zKP;ghF7~3CYGmrA#@C_hP?mmQ+B&l{@A)F|UDfrmgA%#{9!BI^rg{Qbqr`O5*_JZ2
z^3=~xV-5w|ryx@X2n>VLz-eqz4zG`e%g^D%K9rzp3S$V5%S2}8K
z$yJ^<$^wgTU(F0sOX_d7IxEp`9{MW+I23vLD!rEOXookRAjgtGt2{kvgJe}kN=ZpU
zA!WsM73@viKb_l)HZHk-o;RdyI|4==30@&Nm}Arq9^?d^#;kF@vx6qU@_#}VL341w
z!*(JJO{k48lXbXUrrY%$pW@MBc}lH7b`QEYoQvo~TQUmnO|W~1Qai;rQIcW|iE
z&p3IFVKTvOA}+oeNEZWJ!PJyYu1Xp7&n$-WjrcsSpB#;;tQEIIyCQ2Lqy@xqSxg=%
zh{zZvF1`p@WTr4YupHWj)C_PD!&Sq>!>0}N$nE9O9hU>nVWN1GIk7ADa6R929ggM{DRieT?52b+$=+IVdManByU
zN!qb}SBgj=@-R+q{e?l_#qIbNmWUff%ePjUV)QlYc6N~lXJP5>8+UI-X6Va`s~E?X
z4ajhc|GqTr8VQadKbn}B8p>$qf?YY(qz^;pJ3E-TxK2`KKzuQqJr>58n443OlCzjz
z_lk_HfThy-pLMcau^+G;L=N{__AUnj^RcR`3_t@iG6r`0)bjFjuouIwtm=};i<+F8
z;?P>04r%iX4kjAny}T@0K;`$&;^S)3l5m42J-qc59CgQ?o84NE{YH+L^d_rixws;r
zdH;QbpMc8^)p46pr{$KnBomhY-kr^G?1AxjZCc013?tGBYR8*t2p|T<5eEDT{oCHx*+9uwVc_l=)_BB|@7=y%`Avp?FzI?d
z@@gcw)gU||K#E8DfZ6xm11*&YS~9zjg88$J+X&@iQ&vgRN;
zF=?IKVp-eb)FB@=I}By8!x~09MvOFR(nqi(HuuI@RNOTTMheD9O30wnCgEhY-QIVf
z_J!63-Cehsjk+7eUmF^2jhANAmiZj1n2QDOBB-Pm@C5prB{5!9lv~qk4GWNtzg(c)
zOJ?hP6Gl{F6%!q4n5swQmFp|tBT3&bPCtDw^I$Q0l%Q&mLFxc#HpQ>}&IoO`A1f$_
z4`gZZSqjv75Y5a4!G}jnLteVLwCGVwVt24PgHbn8Tg$ubb-pxVL8caSUS?`f~_1Z~6
zgXgBvsI_Hsk#nv#TUB0_hQ(mWS5`)}{Q*%_U$6bU*E=IJztQN{^Js6b|K)07H3rmM
z_$g-cpZd42{7|$gaH3D#{8I;43PrgE^{mL>GcstAgpw%MEy`hn5;X%4GF87n;Q#SW
zx&*tgR3NWjHRTCI9Z7{_XOvTNq6Dy+)O`K$ez2m3RAAaY{F%n@ul{Qv_TO^E|N1v6
zw-%F-(m9)7G&j4)xi~zqHAZ(@eMO>MvInVAQEO^yde7CfQ?xIufbjUW)i%&sl0`zF
z@eEsT<0!v^ix>GxJ6ag6FiAhLq|lAj+1J-Ml+!}H)@|UX0y7pNlVrEeiGYyQ$YAl>
zDY~8YF4$dj+3gOuI23z$>|%}FL|y-NCrXv&M9anJ`n}inY+Ond+QJwOS8Zi4QS}2?=nv8X7Vr)h399
z3x_QBrlp7#r1N&g7jfAgx-nD&%?IWvQ_|v$47Dw$`Pp^w`rh13Pr6U5TpCKJk^hQW
zLn+K~N{K>Civ!#M%WT~Ve0TuY+t_JFgn1Uq=sj{mw($cj?eCKb?+Gt-`F39!G)BKk4
zEh{MBzuf8M=hhs}y4{sqIIZ&X+r7P=R;C1IOT7lIIeoDln{47VZQ+~@^V%Oq3eM`H
zJyk%pvGmYY{YFYsas<20cXv>vXQ<9m17hl-kj1lFr1Mt~hm?)s`-19hq(2
zcuK7$R>kW{T=K}C3dw+i?kBJJZPq|i3lp!(z=`Uoe)1#<%5liT#AME#u)RY)wu)V>fX`02rMk9kmcImp>3IGDg0bzz#rrjpX5I5k{`KoVqkbwov48kZpd?Yf8c
zBrC(`y(Px6qs^I=Di=(tzI`&fiQ(oTGY=w9{n7xC7dbdgH@CD*&dA`hf6;3(T+MKW
z0*FE7YM#d)zGhZ1)*1L*H#t@_r|ig*Dqrk)k?Qey&zg>g5XRfLZ_Ui_31hq!5~6U9
zeV8Ch7#|;di~DdVCtez`ER|C0iN!_J6W+~*E*<%X{K3o#T5kRc*GlNrs*OH_%X=U8
zs~=$yU8ZMeZ*spA5ZGHD*qf+wWiivqvRhiz^MpejE9b}~Ah=bl?nlIR(@1YH44b~a
z)iSrMzx`)spgj!kA6Yc_+Xstj?c{HU_~-lk=i|!2dVP`Nd&lv)f1~mKy4veYSYx+{
zU)?E$nfh=BtKQ}y2KfT%`_Ak(n;`Jo+Fx1&iXeBX?5BVkv?7h)DuIM13EY{IE<49bQzi(P+PPKYOB!HIU8w8rp;>xi^))4Te~)$J%YP;
zGn?LV*Y7Mfgs~=x@(`0&4-copxPM;;g+vNIKC_f0tN6tS;6RaE67Nsm=Sv)(t|Zji
z-W~bQp8G4PVOH_&AyFT}x3k_@iM@po8oL~?QiKY!lm{whd?PfabP
zrKQ!X3`@DSCptQMHU7*f{4Ir)U$dPG<)*jyEuYoe(6SX@U+1JvAW|mDJw6+OECz#g
zxsCevt{A(+=5`xbz(~0RA5;TMCs?pQ7>(ZS3%Xf4_VsJaIem1p2l*E-yXH!N;ILc{
z{Bo@Q;YBFTa~p~^e6#dlmG<1(V_DMlI^L`4R6?@Zs>
z@bJJ&y4=6ZOiwTP_ASG6`s4i#GR8R92VI+E*LGV%t}!NDgA=R1mu#P?~)tWM(03=+vT-NI!
z_03v|uJ9MWJp!34#jN2qP@;e;JwATqOtJKwc7fB$mhPoD6&ee+3>&-a}OO>4~~J9mXy7YP%)%-#~}>NmLRZQEfo
zu(~?O8Qac|*pW-DPc(wjY!y0#U7*FbA0!n)HLX7^47LgxvCfNzG)3(
zK1#`m9G8hGRu$oRm@5*Y?EG^zo;*!H&vs{VXa7q2XBEaq7=}5N+f&N3jeF(At9li{;Wb+WEwX>2=5*}12db+WMZ-&MY4>H%wGEh`XDPS46(DBkxyh;fUEKK
zfgu`|^5#~=xKpZYf^fKUX1f5mQ;)B^NpaoIpbcyBR!%$2t&->07j0Rumb$_jWWp19^XSBc69OTSlx2vnG
zTXSzPBPHdC%)_^3Y)k}dtf|^@x9t#AVuL(%#@5?(KyAFa;J|69t1FDLpfeIMH(Hcy
zFvMGN9Yx{8)^W?;R2Q2=Jyd9DV>s!*DTV*~@*)J4@meRQrtWVifznKTdAV{oz{QZr
zJ|ZRUNDcCJa}xylj5lG|j=BCk;xiH51wLI}{EG)n-rg;Due&66p|aU=@KcXUPtT9d
zO-x?&DYe%ZOF%#4_M=sPC%{D?WH7Bc!xM(`<9mq%qg9!W-^J#CU^O@4kwtJy@xRS`
z^9@x^A@8xUT+~g%_4B(EEqtN;r5`OXB^A~5%pIOE5L`m5C{U%p1ClbgEpXQ_Cfn1A
zD=2i8%9)Ajpgw<{I+)o=Swez(@#*+A$piJ+^78Os6;!BN3Hk8S>+_zMZ<8cGLA?@f
z{?dO_sdkM01DCq9s|&{hrJ03>OhR4F`S{pa%}VDhFgOk;0pA|q`=Woa9)?Nq{HxNW
z)k0?tpeO9?p*8B?SZU$MP_QQ3@3+e5zW=4Hoh56vHoCL51>>kYcFa-2)9*IKMz#ZS&
z-GzB@Pd7KkY|RD`jtBl4r2a@2j&RG>VGw#ebI|zi1Ty{*HCuuhTpKjSsksq|$hs>N
z?EMQ}33zyTYlC?L-EZNde7&B0Jk|=V2)Gh(Yf6m9%FkpcNw^Tltzm3R#pWBEo9fK+
za&nj?oX0gk@Z9U5Op}H4V`Dq2{Bn&Q-4L?0&e*pwI}Ld~)Ni%$Yak;G8}x1q{wB!y
zK*qR*Ivg-)gJj%|n4>s}uyf71z8;*6`j^L$D&5~;k^DXkuYdp^aP|wUXWaf
z1+Tq(_t-URuY(bYgTo1ws!YOgwjFJ4M)U1akcOQdZ+U)v2tO_OFhH-<8VcbC)T%a1
zniXYa3gB`RbJ&{CxBsfFe89xyf4Cl#n7F?=BcRs|iT>?7ci;jv=dFNaREhaQG+5PP
z*lf*WGM>|hWenjBl9uj3xN8GBI#!F_Z^1E~o<4iy%7j&Cp-1po)^kqMV_{lSO>lnU
z<>e(}H4lWVogfnN!pXS&rD6(v1-B0p_-sh!!#V8si9Vd2o|u`Mj+WX~ZLy=UA!4}I
zzQF#4`+TPH6IQiEPBEbs6gU?zT!4=GXtBkQoHD4*oqxhw-n{+-al9WJ8;dwO1mQbQ
z+wHG8OPe!IIOKxuJw1?>mH=4p>4|lu{Smk<@Th?LFpOWpGn}P!VMBk;{PfrcWJ=M|
zogjF@a)2(H$!Qqrg9p(LN4pC7AH*PVZfrC(HtO9YWo0dfCmcRhn?C5g_d{@cDJ_!A
z(eCKzD6`#xt>xwp{x<Lp0>FJ~Wp#=lN9NZY-=)z$-&7UHjmbeQW2t+bV*k)kyz<*23=5EMfs|g2>
zYfP|{o)
zyL)>H{udv<#SoK_7%H`4Ak~D04eA_&Re`A}(tw2xkqR+B%_%bb705QykCMZWGBJ}mf182AHM)7JZy
zq0fKSRoZZ02pz4j=Z9&quU|1J>)}9F$3SvOC6xR1YsfVSh=?G2cDX@BNkJi_sMx%v
zI+Ul+hhYONSVjYO$o5+hWGt^=ih(lfZOCI7AKMbQ-hIcn}*qudYI=kcAE#;+l07VepzU}MdqXA`tk&%&_8fjrz7aT^dJ0VbA
z-(FnqNx`#_3XIOk5TQ0-?EZ#bxupu(@<7vh@7VO`IRTKT!?WJ~LLRQQfPlcs@v(BL
z^((2e?$^S6?gTSaQxdYWvWkkw(6F3o3Sb`1FD(sqXbF$VAohAjA+(-l9FBc1VQ&q2
z2C^;Z?KI(vL)Dj)ovo;-c=!6Hyv4b>IwMVhffCI&djerOLUfJ{KpWqN6esxV9f%7zk6&4SE;M-PK{uRXZ`HXRHVc6Jnx;`aCV-AK5?
zYt(^RtP0!2vL#Ha!C)K2*GCT@);Bh0pAA;Lm6pygER;2NQQ>$1kIm1z&7Q6%eCM37
zF>5`)F@BnEqKmK#RbGcWBa%e&0GR|~@obMTR>I5zf2Y3F#1=xZORk_f30v?EX
z;jniONLr*N4a}XwRF!0r92kEF2kWV-uD4J)t9ajTRk%%0PY;sz1bknA{0MnrqR!7>
z50P8Gz_7*8s4Lzb6nD9~xz*Jtf0Dk2?WV&Tg`m{pNcI=dUwd8eLq45_!C3}uzR*{R
zo{qOc_5jwt-oeIHo#Hv*WDa~OkBArp9Ybs4W!S?oNFgHQovuT0oxi|fiQv0=^Je#o
zH}o3MX6V>J2>^Cj4*UJ}RJojfci^i)@eB7I6`2ZaVI)CZD#pnPz3n56Nx;0WE(l9R
zMX4z(kNQ(94Cd+2K`qUJSKrfPak#w@!|UGI&;W_al=BrFAkpDpuMK4}1KBzl_h@Qt
zyoH04#OkfW7Jv#k#l@|V&e#7Wg*egL(D3csw}V-nO4_%{dk}8m_5yXW9Yl7rb8_Gr
zBj6Ji6N5}hT~YDg4o^)eUL|UcudFCR2M)d)ZpTbV2dKuxhXtq@AuE8hZe4RWySW*A
z#pdZ}ku|`xbXtN@J2dp8VP$%3Dcpqp)M2{*CbXj=UrS7U-0CwvGs9>&TnMkdLC6F!
zmB7*7nvTqY;$?vm%9Al8I)It>c_!pfja(@=U?z-Rw=;Hs-+FPk&WOQ$Ui8i#ztq&H
ztvXL&k0Rnil$v}K>9L2r1x`Qq>RzosC~cZAbao|(!2WRg;zda9U#{|r5Q-n|ym;1eff)+qw+s`jg
zqwWUjHTCfQM{k3e4CE~=cEGPmTtdR>^Ji<${!@6;;O2uxJq8w*O19?Pt=X0VB>=y)
zp5282e{#4pRb&O8r=_K(upwnBJRl=$YHCUl40Z;SfoGx>)vnTRZ!`{E8;5jZ6mzY=xG4PRqzrC4rTLjnA!U78mi^=F*MH0+)
zR#d1$-WsYRzDstzr*Y81>2MgEkgzuw;h0Tg3{?bIU6&3PtGVbM3*48+)MtCJG;v5!
zNv3sjbwc>i{Nf@33CY+#mA`X05{$c4#u^*nK|T@g>66gd#q$GK?9nMGkvLY}IztNZ
z^RI7jYi7wpWSwH>efLgpAX{swzz8hQj*14pg+Y{oi*;`9D%2*s&uGt>J0Y0E7zIrJ
ze9P$=8Br1!_nsRG<(4lrR)ebm`6d!^0+EMRyZJ6Pb((M(tCY0#?DRCd{k}2mvfX?6
zaMfK-&Y?R)sXw=}G6K(SWaRzbm}fS@D7?18$5CBRy%EOXhlUio@I|N9D
zJN=p;F3N$&)ZHBuIb?t;U&i?=^6cq01yq_)04#jH@u}qZNWy<#NeJ)zf7b%kC11QS
zer9vH{0W+Q@aLlnakBl!pUpk^|9#$z7mK2W&y`oWp~e(`cY*)4oyUKDAMd}vk$R|+
zCF^k1|CRMxRAN%H*~y2&+mws3<9)x+?Ijp}^jLtaxg)d)F-UW?Tkde4Z==iv)$57#
zB#crPmOt|SIqhhh9AvWhPC0H&mZ;5j#WJi*Ei5p%P&Y$wkt9uqHszCLez&KKi**_A
zy1;w5t8lMAPO~HGdv4+5lOE4Tk%r(sU7ysuH!=TQz1nzJPfbltAjlsI?E|BrQ+6R%
zbQQl~Z#}J^Ew)R?9lfb?aY=Cv83j>MpMI$x54(-yIq9SN$&+6l-YQ7EW`6p-G^Je3
z)buLp^k|u2-9$|BBH;k$J@YdJIIk$kfGlsia6w^VOz6$tOZ#m>Y$0XA0ejMM8hq#M
zt`FR1YSrSFlDeZq);9_p#eWvZqGa#WLyGWQkzd(@|IQEGcmm({JqKfR`N#Vp2Gkl&7Hipt+q
zC>o3mF|oqg>Pl#PuQxBg;@*b!2`0{dfQB+Y8{@mhFX#td3
zmgtuu6QNNY2ReM~0O6fHu+_HR_5e3X-E(%H{n;z8daI~pXvq^4sh(2GlN5TvSR3vs
zIWsfMqlL|xEeeka_7H0i>|5n54=Cm~+zDljh70{6$z1SEKe2$)k#wA`uf*p#yQc1Vb%p$GVK`b>nOhY85#iT_?b7K?*nKVIr
zaHwDvG%)g|MZdCGzi+%<;No)Wm(qI3OB7q-zU@dcff!f%6gkr>B*Ww-`-UCd#hICj
z`T3UfnWV2?EqxjL@+s<5+awR)(7Hr{v^6Ss*#RomahW@(6ZWuR2e
zL9{R3_8P7&;azhaQ#@$w!Qbx9?{~_b?zw#EU++7UmdVq5)Rh`EEwdL6EoRMi<6YWdfGx_izd{Q=QF7mUbNB+T9Z=#ZS8BfpYzu?T_uwKuUp`|*f#I=O+vidjC0M`n)0j_
z@8WrpXEe6Dv&0NsAm^W*;v@NTORf+3N2{t2?@PpAs!@N*oFETJNg&(~5BJxhju
z6&Q-?F1^R$20nfN3VWM~ynO9>qtz0hgPZg#B<^D)1>U!YNorXw#5=nBG%_GJd=*F&
z$ow_{%`Q}$^}xC89NcdzsQ@TXo{Li#R3YH5FR=ss?+WxB=AQ3^nv+|%A#%wJBI
z*fLQovhUJ9s7ZvrFcCNYNv9EtM}53CRW}LaAc=`YAY)1>UA2pQJT4~ByB~*QjU7rtW+qeDuiX?Cqzf^@-Q$
z=g&hy0KGBjgIs;VwKj${B7ZUvZ$PM4c{L*c#j}EEWX^?!ZX-nudULIh!I~M-3qC*F
zzgHS+m#Uz3YS5(Fl$&RA&;~AtLM2)LhXZ;gyP!31XxI{S-lkF=`t|x!ksBd{W~PQn
z6DNqqArMVP4~%YLDS>ez^q9|owzh6%WTGQ@zoe=@O!kPyqE^r<+2Pb43-C;3X@|>$
ztk(&davdEBxxXgNu@e!kfT!)wLRVXRh3abQ0K0~*jg6kJ?r!#?z7ezabmC1@K^8UP
zngg~2w5sSbQfsiusxScBN0gJX0!gu8iC8(1zA>^M+;XF
zWQ#YWK|^djIIAj$1GZY(_xmw?1GjG7f_9jIKTU5}*NI-Ar;|FbePkmZ*?tW~JM2za
zP%wny|8&F4-~Yz7Ye<_dY5UShF0G2TPw+z3-
zF`Wzdm5r%Y+{UL+F#B<*XfrBVL}h;eFWjth9vH};sw+hr!J;K2>oQbwj~5K58TUqxd!4s6
z_;4v1vXRr&&8;(+3m?T^C#k6+QYx%)m1m-(E4QNc!OjNS3g{SO
zkOFRVWB0YG*%ly6L4vbD@tK|p`li#Cm~1)uoyOpAY{E-aoT;#|k?>=9MqS{C&4r}gS_(2oF^W42qZ{^rBA
z^a4Q^QdN0{bgPX0;lqc*;jFVI_D@J3vg%Rvl<4f04-d1WI~fLKDDt!0*;ap@h>J@F
z)<~_%1<%{<3IOVfD?Xs0C@|BxeFWueh%Z|E-QV21n+k;ETso^CcJ-7;75qGiki~b9
zYOd<)cn41j?GG>K;2X1KyfmB
zz|g%2=#*vMhOs?YD|&a+itMDDW5zMD}$!MedqV@^+Z!xSqGhedQW;!dJcERUPN6BNy#@D
zUS3`YTWwlEg(?mSynM+pF+JT-@BB-R-|WNcAO9S+?>mhRRQX?krKz!rH7DH0y81e
ze{=IH3<|RQ$oqMDMd3CQIH=;Vi@!87F}XteknL#AZTq@|LzyQDm!bPt#WFo1iN7wB
zGAuMc4|7S;pU`qp$f{(fBlQAEF^9nJDx!ZD8&QQp3Z=HB7asS6e=nM$
zk?!frn(7fdOT{wF1)%o)W+1^jmz0!z{^VRF-ETtX)r(B3ycGt8E%fJy9;q4{Zbs?pCX+Com_>(+2f*;Xh=zKl8}IQ)k}RC*N7{t%}quy54x>?+~arFu1Q-FJvMBB-C&15i00S(kg
zKkn*cSRW5Nd;CB>B*7Ji%WmYsHY3vVKiGTgs3_aEUl^O~u^&SaCZYigKtK6lK;ZS9APo;op3XpzV}6SBFhN(F2M+3c}T140?mN4~WsefF%85R(j#@B+zWyVRqe
zo7e+a1H5^w*n3y;k3~{ru2bb~HRHIk!Sd}!yt&yL^-v1~xE#qt4Z!Q=;vVTH+fgL5@cCs!gBb#F2GB`_B=Y>?^48?`CsCgKdMPcbH^t|A(olku5qiLy{mH0)-<+)
zqH?wyZ@!7z?kdr(Tg{epuuKq81))*StAj`t8D(@s>vgV#*4?^pz;m&Fsd32DV?D~w
z$>G*-d8eX2oEx4!cSl&SMc00apdZTF>v_*KMh>_@^`k
zPt>jy5-)Tn))}YS&8K~UC
z?4GZ|`am4nXR0!ALFIuNR6l{@7NgYyG&Is;nX^s4v(N+>Rk}m%>b!HbORmgoo50$*
zi$NdjC$xfQiBK4GWaesW8dp^{yrOEUjV_8=2n*jnfP037#HhXf!3su$g*#`9+A4-q<-9l{L?y`0Jyhqg*<(K(jl8fjXeli#
z%f_*?xzip###JR;D~RQ53mXP_8?E_e=36zqGbaL(|2W$=89^zMse46!ax!AHN4nh2sejDlwYqY{yb>SvX
z(16uB^noh>Zo|}khbq(pd};PKgqfH+bM1I|hCi|$$333i#1HW0=>vGq_1K;xwo^7Q
z5vX|$6&1R(eYn*^xb5hhZCF=anQ1=*H#amTUESS#KO@aRcLfS*BH;i$8Bm~+w?>47
zeDa%6(b2Jd(>J>u$)fzY;k`%i?D7n$=cN29Xm%77tS2$!u&%F-=SP>8cGTA$o4+}F
z9K_TKo^*qGgY>j=Fi}KAd~G=GPQA^dQ%y}vOI%MI(fEpteD@$LdYv>SD-T1r?=?l@
z#%X><>&rK(Hc9{;KdY^ilG;a5zSNY`5uWK#4*Q)hUU+T8vS-2_-%b#4oxp&A18v>j
zUdy;s6sh{y&cAh21HTR;F`mualwvr;6y=66wAM4kq&Lf(1wB?;K=_}TZLE&i*N!r
zVJ(IMg&@KpCGla6m?|lUzZ(lY@2x;ZgxgMH`mBTRWKCRMQ0y>|jBptEsh#
zs=sbCn$ADD9wdA38J=+wfFI=%CV+1wQbmp1?@>y*2upylGg29eBHQ58C^d@ABH0(^
zD+kD7Ia+LN!&y9$+ln25*n~n0$klK=@iUOmryNF3pMF)sofoiZM#1VZ-7j(aXP
zP3?-U<(9$tYR9VY`egHdPL?|BSXd-|cv_*~It#K)0fAa5GKp{BAgMLEcUGHu`EIW+
zl>!wVs~I!iS=nq+01?d(m_x(EN2|h7HY@;L>tnlB!q*iQGne9bJ{sEO&RZrf0Qvz?
zB9@1S*M&iejhZdZC@2UZgeXAWcoA4-OKi;?4x(O=lbbDHo+O~U0#7q&^aNd|>SLZB
zZlrzz`V=1XA3nloIjo^N-{_{#Zt9$zcP^(GS9#s*2%2MgPDF+xJ@Mbu>lU-s2{Ed2
z$$;nYU(E-ucyZRxI7;4@S&4p{0q&)!k6ZN&eixHf>iv`<9E4x&im|?KEca*mIhpJf1!`n
zS6>4}r=k+2^tH};pZvC61uH5t;+<=6)(dbl2t0JwsfnWDUQ70k%lYCyc~0a)ct{BA
z9)g=E@b~X^Q>dN|d|CXPXZU&Dw1n^*?E6w8qV&ShT9>F
znxqbC7?ZBk$;T1!h>q2VyRDzxGTl8BeTU!@y#(F~>Unw@Fh112s{-(pF=#6Edy{&Z
zsf@Y#S{SWA&yRnv=?{L$UHk+^;f6j~J_v5{4(W!tR#<3xjTww_M+3&u9-j4iYg?zz
zvZoS!1)rbl$Q76Xai9G?qudyS8c@
zmP70zx5Lr%4ew>Xv*0wO$M73M2<>>2ucF6C5q^QX;ZsvCx=yRj-U_+ovwSs<#qI<)
zahlA?w&LgNT%YMDCF-5-@htsLUwt^O$>U5VSS^Rs?s)QRc-Z$};*M2mFrn4zbA6XH
zOgGo#dJ8G5OW!XELWp@n9qh6IwTh!YWnff|{wK`zx@NgRo0G%*a`Rk-nU|Q@%7uoP
zu^_2-508&e2zz(9bx71Imn6eae^=yljIQo94^MEoVi*uXaJ!KwM}g)Bo)y$s-O@B$
ztL1$31B&VC>%;D+i3!$djh;+T&(hT@-TxVv&20%5qcSr!gUg)z+RMwU!ZN$)<IZ6r47B2sJtr%&)*{b&$HdD99-G?@$5c;dj_x1^_%L%$L8y*J%Jh(fi
zN?J8r6L9Ts->#h)xt-U7=D(Q3Y!454xDEX^{vCb;UEMpxl!py_v4VnEx3{mBi$5b0
zPD?9?#p=3n6f+uzVo*PPC{kD&mz2bejB(F7O&xp61JlcY<}HF<02hC#>5U^clorsd
zs@LnOo0u#Cs;pTSc5U*;bD5u((lN6$#)p2HMhgNUSGHRMp+it&ItsF4Y06;L>oiYEJ1M9YAEQ{VT0@+7{I6Gq`Cj6Ltq8Iw1Bfl
zNo!?|Ty$92ZGMAai^ycHmO$Ww0s5X`*%ffuN<9PR
z*%on!Yy!X2{IVD*zeg)9va_;q*N;*U>e2zmgCW*AhIERsFeVUgK>-MUsXnBO9P0E=
z2=zhX)xg5Zjp#C49aBft1R9J~Jor?~kSbXg5v@uHb0!;34&&n3pW{3@J|(?W&#Ukj
z1;>R(4+0(yRKB$rO!q-}g0mwr6bj&?eNZ_RUJuPzEj&DDe7=b^y&&OOpZ3%9r%x?>
z@bl8TJ-mT^>VMoV&tH=pI!dx74&Ckk9+CD(+
z3h9Z7d8IzxUu3znJ*t8xSn~;Hzl66?!6z(XVKH&n2hm4`4euKN*lZv#Qd+~wdRD>L
z%m$b&V4U}uHsj((TIKG@w}V$8I1aa^g#{k!mp^viT^lm~X!gM-c2WiY9s&`M8t+;i
zQMPOpwgjNYlTc@p7_^umwVNlEd1By3zgLrDL~AwS$_LDbcJLa^rQuD4L3Cf5QaIP2Bqnlb>l##yMFEJH3EG6TaQge
zUk}mkIUoOwyc(ww2Mr^ry_}CZfdnVN{P8-K`osZOvyGPI*Fr+)njG#6g}zGrlkTh5K-=iaU_GBcT$2k;Rb
zAl;=r28sK0{z$obe003{LzweWJPI2%6lHN%93Zss!`oL^0)?!%vYf7Eo%yma8U-w1
z8316rvwsdy<2hkB!d~9vvsJkD+PDL=G*tYNRZ9q`!5(6IF?G&5KaZU4Id*q;++IGJ
zo~(Z2%j588u3hnV+%f>Ho14WD)94uza5{dPmz(+&#}Ql^Wk+*Mip$9b|HLdR?N=;?yLePKz@z*P#l&Rgc?ms?ci@bJw1yxEs$3WIY^h|IvYtZ=dVD&B&N&eS}c~pbl&TIP5
z<{)BhXU-Dm<2x+EPq_>&(-{cgc-+;|wY{^^jYJw3tC4eEB)Gl$Z9Ob9Qj2^lIVq_T
zQ_tZB9g+6e4P-EtKM3g3)9k)9tb8-s$$4Mq4x34x`{{(^&Jg5);UrJr&kn`p50`du{Y`H{jYewORPqVUU7lb9>}P5S;-!1lou3PrX=0(msTi|8Rh)$iS{Ns
zws~Q*{PJas0@dZ0T3X<5=pXDQ8rv1wbQTZ1wL(F0Q$a~>2h^h}DKbDzVJhE$Z?OGv
z1B!&+AE5K?*!It@$&QicG3_5H7kW(KSIyz)@{BI>Rr6#Qoa=^qT+!o2Gn!7VnVM(7xbeZ}+y~%kr+8g-+
zq&3%Yui;;}y)88I-D{%IKtqO12r5nq$=o$=RnqQQ;*Z#TJ4^b#FLZ=V``R4u*i@El
zEz}qsY=lZhGuhqZ8UVJm`u#WH46X|&i1Tfpa6Xd#=!54JpDYB7#9v6rU8n)-2x&SS
z8;3uAxfUR;R8^ckHZ~(bRy8&vE|^n7pk=i^YQ4dTxL?q{zV-I$d*CH-5$o#~=;Kis
z(AxQ{qodb-cLZLA4wUqCDcte2p3pdyX-j^iXnxOZTju(tvPUJW20WM~J
z5?Mm|iiMUoGJLzTOwTO%6fN?|;n$b{j8*M(CY7`$6)P&K-Mn#QZ>muw-mU!kTEzNz
z7ma7kBWAEeKC1es9FPGk9IQQ`F_?^Z4OY09!
zofUd^zx>(|4=w?L6~s11F==(yH)=g0#fm;S(C>(1K0P_K0jI&EM|}|V&)VJZHLm&M
z#TVvRu06Xewq>>p3j&~ROUo=2v#kn>KbRJoj`bw!E8IT+%&jb%Xs`zTFR(5Ju9VZ)
zXUIPIC_HrV-lHxl*Ka`o1B_;cfp0Ka_0-f3Apdk`Rv%!9Z$$`t`qoCbKly`5(Zo+=
zPucDXva(QNO;s#F&P5Bu%4l|jZ?XDbdc%+JoW8vG-s^aSv_G?B@yxhkSsBIhY-5x3
z47fA-cQWDs$ObQ?0$~0D8;Zs6G9mUqjQ4S?pcdV;6A^_^()qWS7J4!n^;;?jV1&+V
zdrICWHcrlXO!GEIq
z_kBbQ{)+&l{IcE<}}9=1FafYiS?_@mT!Unz1e4tK{Ay!G?v<2BFIlmuX0
zR8^IpapeOtO$Y?LITIx%?2Esd>17kb!XuRx6>F^LmtSWWS5-L%&H`9$knk&{3kqNv
zKfJ%oDi#(s=l9=|BD0fWz|McklK_ZJ2i<(Cu5LR1#Y?Jd+xQO5Ke7O?>HTz)LyG8b{#${f3X1EvHd1!#W
zygeTW0q?_Vl_cO=Zj2PPxmrpm<~@1wU(zh(1bjD%YTAq;g}fvztjEJ^!iRuz`c`3X
zy!+!fZCPKyjR*}4W>mgMT=%REJ~bCC<24_N7`5+#qZKIxDP}AoyRJw6*RPKd1~VDB
zo+19x%v_Hiy=}hEuMoox96Y2fX_XjQg;W2qJpWhO@hLX`w854`p!
zkF!H|cQ2eB$5s6QkZ|N_Ulf)=CXw{jCIV_n+=1@t<$#ShKO;kQx87mXgD~yi>U|>N
z=YCRtLL@eD6kGXL-N`j?(MQ)tKU{FyVKrAUIFR|9=0L~-S@wedq?EpV2?;KR1+`<7
zLhnsMFsJ(BMM_kxbQRnw!fgQS4JmHG2tF=bn{#WPAs~rKD@P5L+D8NPEXRLt#scl#
zP*8ZR&;eR~Dim)!tmweVbynmwf%wN)S>q%pBfsbDOjDeaqq5
za<~Yv$(oF7{O#X8oGUB>GcaKsu15g?LA=l(8#7Micg&OI!3zA#yArZERyii!nE;6}
z6N%ZZ_Y~+ta`xEt6F+_whCvBH?vUR6+HN>Dges|e54x^@XHzI;uU{VpxE5yH=k$Zl
z!L)>^%+zc&Ic`-+Q&S4(FTvV0(HPYD>V=%l!-s~r9RF>fj?Q_{lGNaUIcZj{@S41s
zUO=(0`^n$KV+@~C>923?lXqO+5wN&@*6((@p%Z{1spaKp5G|C_Yh1i!&ih3u>%$}I
zBz~*L^DJ(uan(FXJ3B!r0}^@r*E(avO-&Ev{0N2ZP!k=PWAEZ(d7}ka;Wkj!tgrXt
zBA_7#T}nNeJpSQtPDp4iB-W&-OHz=B0U$f2cOd3ACd^4hJL$n0!^_+kO%6$rPZgy~
zb4T5D{$m3;6CMh?oD_o)1T;8RpcuV9`})KC_ti+h2reD%R*&%7Y~KOT
z$M2qjv}yq2Pc~9Fq`%`X$BO-9w^5Cp%rI|YxydneLAjo+kp(2|-->|8{g2JV;h&oa
z(D3d5L7^N7pHZt=zYG9PjypXbd4R>{`G1_7a_|g5F`y(#fSKq2M;^<;Gte`Ctstj9
zqig=kp@6Po)~aSV3NQoy5*UV55ej|%S#D?0mjK!b#>X1l$8qeA)$gS+@HGBG9~3(@
zTMOBgp6a6nXVWV81m7oX@mAi<^^eeUQa5?77(p$@^g8V(kxW{cs0jP?}rlD0?!(67H?y}8I6o&`ta=GP!fwo3Q1KG(Z
z*{P}1Fgu*a6BldWK<-`n5HPKMrq5%7o<1)p?jo!YkanCP;Kr}wB*d>D&uKyD>GEaOl`i}ix&4lRj)ZWVWdr7^
z`FNR)z2W@$=By*`$#ym}A%>3&)YU#h=*rDa$Bf{J5|E;oR#=YT;V_bRIf)fv!*)A%
zi)H{iMeo0;I_5Y
z3jPPc{is||bay_8^c>T=o#@VbeDVStQ!uj1cz+_><_0ny!q|l+`s)~$=fh~BX-~4-
z8h7Ro;sZ&PgUyvrU~`y`r1EYH~6^LZI8pUcY%n&7#?
zMJ$jk^hrU8ys(76h`xxcNb=tk*x%RJG&pGd{URy6KKn6H$ebF)Ox(b9!}EDvSV>v=
zbUS&TbAX@JxWcmjupEY0-qOAkBJg(%i27|5E2bAI$a9k@F)XaFZ|tOBbtMM_$TFC|
z^9nzAo0^(NO@RHg!v3_V;iP^ANvYow;JB~|ya1|VrLHbpVNK|CY=rdgRWvFY7MX!M^n-Z=#fb48+Zqr^o0JFp9(Co(|o6IY-TdJm?<0+0~^7{3w
z;uZ-My=Q@1ab9}5mbUh1B;v-61I1dGEQdov;hblBdOaLGJiNW&*(C5ZW;0AujdPKNuf18;o
z0oj^7QMIz)lyOx&xcSWiMpIbg-A*bDJIi*Id}Z+TOhOcrxw@KATPvP#5hLwwFkGIP
zsAXhC*WXA1PWKDmH(NGu>E
zCpWgxZGmykRDuUxTq`&T)gq%8nh!g>a1k&yt*>K7vjPVJ5;-vBo;}^x_qRn0)nKw=
z9SAPK!lumF0GAC~e+vB8QD=rT4a3EY2Z~aAxy~mW2~YlUpf!>9(eSVN?Ld|U=6HOb}nBY_aVaR^3$DJ~R0
zB_3$P?E2NE>0P*QK<9W}7=#132*|<(EAR2%oi8O{4t`c;~}e$uUdd#gyN0m?CQdbyUkm>o11Ejzm@I2Mr`oqyiIf+O#WMu1@6=N1&kn}U&Pp(`fPYj&zf3kc2rR!8h^AI&4Y2eq&r89E+avyb
zSOav~WP~Rhy5XU}xq+uHD2Rt}H&`i$%F&Ck|GJ+pK@mm~l>0f!Vj-{qF4nw`i>yG$
zX|8b0EuN4qaY7e;*c$?<0cg{@bE|)10$|QJ78ZLy8LyJo-b4&D5aQHp?@!M8lR8&B
zkB!kW>tL!fBWcT)GB5eVMVCwBl|?Iv{ghbJv?QK9viLz@qS^!T+OQsJJLs;DqG~0(
z)U~xY*W9^4?eMj%EI!sMy0)I1pMU4pOCrzM&&;na|v9=9>PzkccOpd|=Q`^UgyaA*9#
z7vQY@f8cz$_i?asreioBvn9{*7_LN_>lGhZb|3yA5CZoATIA9m?E|$f9au3HdCwvd
zzHLit4_x{t^lE)9gj73WbbQX@#s}E{x~-eugXMj
z#t2=DkxtPu-J?ey9mU{GKzKGaCvGHjj`w^Ya39&JtR$+lA1if6(I6j0k(5hK>I_T_
zFfV~z^my7Q`LdJa!p`uw_ph$n#OEry?5~Z>;p7(7N)_%MF15Yhg^fdB%eq}lM#lVP_X%#p
zJXHgOzN*qi+jn12$Lc;3&aAHPEUr_6l06tT1ctX0A$Uj65J*)`B&yc0Yr-zP*JUmq&
z?*K%-R$k5-?~d_pd?ihQf1AU*|JP6s7$6E;HuqwAf0ZOara4T_OElF~SJ#r@u5sKZ
z0W+(uP7y%6idjy|%D6!L%O$qu7uC(Iar8Gg#}ex4>bhZGx;%68&R=PI8r&m}l0wYC
zB__5PUg%8XLR}JW%V-aeh`5=n)!mwG#7ZW@LkM5+eJ9+WjeBbi7Lypp{yl=2y=ieO
z3C`G98``y#T93nR9WYDZ^K9$raCWGqJ~_-XSsO));*TfKV6W%6`P3OSh1aqh>Tubn7bi7!pH0F
zkTT(O
zuyTNqUZ}~G!N#-9q5JIUaXYv`i;i15$C#+814bBb_P~>g8e_?Xx6MlVGHBTlPR64;2{*@e+dIz=Q~Ww%Lh;_uKVar6l4m`eEaZG=_jeL
zs5BiW=;=X4BKric@hP9HSau
z#N*-N-8htlwCQu_dcBoK8z$Xc+Z!g(`#m8c>dnm+oEBpgcdkD}|M_lIN<$2#jb^{h3&-|S|OZEmpj$USJCRF#`ve-L9K|z
zZ&t~5NP&wJv$q`;I6Pd1s@s2RVSzzvaz3X%@Mr1PDz)1M{$SGGT^*J#*vlUbn?b#k
zkU-ghMtPf$y7|7uP=WiiozC680e;KO#N>pkBT!IO7%V(yV7>o-WT&?U1+&&C9FNC=
zH6ti4FVy6Uj)uAbL({)ctVnN3h@@ttZLp5)W)Y
z`6$ZE19Tbfm-jO}*`*$2e2|C*R8X3oys~m=!T6a%pKO{;rt4bC=W}Imz(wqlNKb-y
zgGaL3nBiKbBJO``0njjH@D?qJe^*ym(lYZ#g2T|nLDyjg{^U>^hqu7*KBPo%ZEgJ&
z^6Rdlts`@b;1z4X5@y0zIU7da*Izez$1W1C&;OXhUk!#^2kgCJp~dph2mZ|LgCGJf
z%x<-Zhev_b1+t`;fsstMbNuD4L1Ifx^WvxYhohc#3&nawr|E`lPldda6qPCNt+1cF
z?8C)@CE;Ux$odH?;VQ?&>Fc_^A3r+qJ3~6VSP@gLqT~KZ*-8oXwO2#+yxYqTB1q)<
z3Q2|QVp{4PrY-m!loMG^!3L_7-&m)*@UVISlfavS1xJK4zO^)Z=Ph?uZ#FihOewNh
zPISu7(E~aM$sNZ>huplpFVLZ(Foe3-bbWAcex5Nu=iuQut>l7)2lrK*3BZKfE;D+xrN1
z_uZAj=S4)%a(A{Ira$tT8B?wHPWEiRc&aTaFKd#E@*cFSQRyR&GaYTqdG;RB7=H`v
zvX}EAD^BW@*LtR7*}bFAd8MU9h>VmJR^B7R(Gbcz*ISIpMa8KYn3y8)q-3f(^@BKY@db21YP}P?>q1=CRt5(v9ZkW(XR94(aMug0iw=-$1_5
zurLPn&5X{3*jU?{rUx7xrC&B)6sslJ&F2{ueOUJV&6s}T;iLX4`7xfBKw`(NFwqtK
z8^TJ&>J}8IJAPM7@~^*=*f6^M{^{A-PRlG46Lb9LJk;J!dTnP{L}ZaIR+^7b^TU&v
z1ef-fh2Mqu@LS)tbiNY)R9w7SF==uC!2=iz1$sXFx9{FsSro5N;jZr
zz(K(9r^p@FSiGg|yM{)oUq%c)N)0lKedQycJSoG@BYMU{dx@Csy5bs(Ts_6ihLhos
z!tcwSGO3GmWY$VT9~(mg&XE=WJ$s1xA9wMFF55FO9KQn`0a$EtaqMEX&R2M3CCB48
z$^IZ`hr!ko8Ldh~tFsfwZ?aHu%ad?PaW^Ua2irBA4XUFD60zz`B#KMPJv9PnC*qcg
z#@Oes)RC)nZk1be!o_MkHliMJVbuoG?dUh3ndR&rpU1<6^@H_(L5I&%z<^Y7F9J;!
zmbA6yr2n$P_H=V2iv?g&r9a){Ct~ViXrT!K|!*P>RxImf9wXwf7W~)z)g>iJ}ihB
zExuN`kBcb3Ow^D>w7om_qx+FWVOtz?4;no$DWLQ=L~$)>@(@f8H&
zQVNj(nC;?n=!VkD=mb?kkyeAY&Lr4|Tn?=r9mQ1bD;gS-C1`Hv$dc9dMV9%k8*AlH
z$(1FD;M~g3Dk{vHbpFP*I9c9jgZEYIZq4m;-WM&6$cmpC#W)Hg=7aCv+av$jS_-sM
zWo)7=dL;13`!Xr%BB^!^1Yt?w{O<3EpZ4}{@SlKPj>CCRx}AgTSmqFPIYtXcnTCdN
z@RpOzY+PK_UwBqVX9F(LT}6tm@xoP(lQ#Y
zDunzXz5VQ5ZLF@r?PA>po+iNRLSWPR^yEdm(Y~t@Ex$P|{&1E|sf6ytM>^W{FS8hG
z-Q*XOStD?pV(F@j=4{q0uS<0f&Z+rwG?J-FKUVb=<>U@g_;f4h&v{>gbMxVB&(Aoy
zesPivsr~%<@}bQpOoC^7WB_Rr+e9}gDJXNW&Cb`2*G7k_MrykVDSpT`NL`#Vc+{*h
z>44WzQ9BAhD9@SL=Q5{e)9
zKSLN;0j4+{_pp;PaH0Hwuy=_w3;tQ8d&C)x@qg`wtrBJ|49SNSg#p^Lk2NnIZYg0t
zmqe(5`QwceID5%~LS^;r{}3SwbF9yPjo@h`0-j4u
z(bH@ko-_fc`p(`S!iXTF%=qOq7nkp-2Gqv>{yon(BL}5^d43>%QWVfLFo;lN;^g8w
zjz1QRH=V|1y_9_`vw`il&8NKUxAYM!)>z(!x#*`#FCAX)QN57~BB%fMu3&e(B}_|o
z0PdWb_G>C3iV?OSHu!JH>Mk65!bZzYPcLq4+?sSp{^`?caJYkIGU9Eu(iE?4eD)azw^RQBQZRuOGyWO2vN)k`M6WPXYLMH_K9^fLp#AY*iaTb
zac}+9hMHn!u!wTt15M59r2SN8G%4OACPBe-sQb6gmK-Wq--eVWZAWw1l}1o`F}TNn
z;i4-XX*=BrzgOypCy-B5!~|8*6C>EJ-s-mom6eoGdk&3^z=&uggO}mvKdH3#o5fYj
zkOWoVcd50g*as2`sRt5&GO4kY=`uDXEVNM6j8a*Y8+_$-qW&;@Jc+`!$)sTu|gz)hM6=B&XjB2YoOAg|2893QDR%DmZCzGmj6~
z>zskTOm@fI@^7w=i%N3Y)a(60cLxdKS&~NUuA_YH>_6EYHM8#iHU`Ds0ifj
zO^3j~!mM4}H`22_x0;cf>Nb7;bdxU&&T3=hQ(;|OS-Wns0WvB})I|1O#0_5sMHVoJ
zKjM638rTn0%j~SIWF;j9Y?nLfsoWtuK?YoEmEdekovM04%W>$}%#D-ptwV@7e8*YBU?NFVN@Dg?I+O@#e;MR%U
z${z~GUY$vXx+bA3T6UvSD7dGnbEpRHJxvPlC=ZBKSX=4`4*ZCF}DkHRF1
z6lF)mpYzHr=4Z|`tPnPSeQfXS++0az@vd02;>a&zV7esPfE^<{1KcWkmF{kTB)t<>S{p
z^OaE*dqiMfArDTHgD6>ahrk{3=-AlZ12RFOB_R9u?Cjt}t9g0Z*u()=ZwaPCzGB_l
z+RkOWba-jY+S<;pT;cNsDA~M(rxU6m*y01sF150v$3-v=#5DWsAUw&)12t<8h#{ox
z!?W)~V$3Tdp}UKEw3J4}`0!I47Sy(^Shb48bSD7p4J9E!EVXuBgYbEfH+F>g+T5(h
zb!D$L+2vr9p6bfQ?@di}f){##0u3gBl$&;BNjyXeRk8&-_q9J9%Lp`QoB3v
zoW)Nj_EslWs94uJBIO0^C*X8}G()xUu4e(pblww}8IAv5{^6lrfscAh-b~Cy;y>zZ
zmYbq5!Jb(CbAm~3=7A3Ox9zL@umEU5P9Y^FkRBD5(FTiil~n@OjL1d$;%j(t(*ocH
zWdR)j($Xz$Z3u~LZ;u|jd>PIh-sQ6zLq);D+?>{vhF<5F5>3n+r0(Un1!LC2}pZ!
ze)slvvD{~3VOe}D%|p?9a^e9|Q-s1>SFgNzQ;-`Vct$H@i(@YvHN^6$YHNQWOiM|5
z^6*p1*OIi`7Xm%qFP1LTED`!u77+KmLeObz&Scq@7D3|g>Qa|$-_{x12vVGEOx#QA*G_j48Kv+mzqG6{67)f-pYyW;
z=rA=jg!=j$IgfSQCyxKX$Ei^=vQ|nx$c@I>hfj0{kP|{F$jGoxD6CS1F}sBqe)va@Ab(w%r-oY+
zbHmE%Enz?5e``H3)%Gw`?Vib1ul~;#?r3tOH+qj={2b(BO}X7?-o3YnZ)zWn+g)d0
zbOYyTe0-=$t%q|yW~?&l@PG`cIrx5wg0>LsoWzixpC3;+^Jj{X+#VE_xiIoFD@(=N
z@bZ6aWo~V7Es0R!{^;%P?hIVDI`m?l!$F9iG)x+^&xzub&so&=7NYhI+`ai!oLAM>
zik0{ro^2rGD|RFgJqg<vnkDaD)T`gz>=S%ezC_4Jga
zq--SGPu%|V$DgDw;q3?a^_Tqd=7fZ-=3|xhSFJBoVx?aVf51YgmsiKn`7UX@0rlu6
zsj{&-o&aO3!`B-DjjtqHu)f*gJfOO4tg8#dmEmiSgK&9dNKHy*m6Z$+zxC_nYeo`q
z6}e$-ulqNPxL?VZpjob)ee&Zd@ddO*LQ*fBDl(}uCx>TdWM6hvuCLC#f#qOr_AJsq
zZ!*c4)P6=(S63dUu!g0j1qPPwa9qLLS=?N`a@8N!oUkw!Cz+&2HUj|-JU6_(9FOTY
z)$EJAX_hk`#wgn9ii4sh%+7BQ7=`ZA%du{c*X#qE3s%`(x0QWLm@6%HEvK+hdGH0Q
zboXuNZ-6nNl?9?cq<~^}(_yq6J+t~UH#3**mo=sErw<<*JFe>7@NWhL9QyR*lkNKa
z;IlL2ADY#?HbRkC*M=5ilw-c>FD4{Tlk)(*ThCCH+|^IHu`h)6#2Fa3j}SgOZOx;Y
z|IBlcL`zWln964;*v1nC&J7eohfS?ak5yT+Bp
z=8GQlKobQm2}>JGC$giWv_kPkNcrb1c-B%$GzKsWquZ-gR5lBp
zRS*|DFfag(YGoztgegEU=jSu>9EN3xD=La8ih!Wb;X#M($mnPT+V10v`w(sdyI5E<
z%gs3m0bS0-d;hzm!$sxi+K~6au_vMCM_(PJ@1fJWuIqqKLu`Th^^Az59rk$IUMRq#
z-m*}6BVIdA$qAVQY$U%Q3B#j7h)nJ}HRa&539(*_^fa>X62Hwuq}arSBK(o_pH~3_
z$a+XL2EYpLd!{8Jmjj5JHP_a5+eIH2)s}pj)OVEK`sB-F{pXi1EWa=vE-NcbH*$Gl
z;WoKFHQmCey1H=)?u2>@`?k8GA`y{I)4%{7jG4ZB)7!^KQ1F?E2sDb^931&IHGF8(
zXQ*RzP!N7=&>hru-z@a$Xb!y7h>HN!0dd
zTah70H^vDdn`^kaeQ>Y_IpDah17BsVe|Ub4qs(5&k{<+T91Nxx5)TIl
zMzZqriLPINwu_C7fhiSxDN7%K!#IZfdyrd(gI*u?upLS}cS2#NcgL8*=By^U+D_w@
zd~yQTb6CHq6a?`;CM8WY`4WA8DY?C~LzXW9cYsl&$3{le+{fQO5dDzlB$vq96@43E
zz3m>U>rkRXSz&u^x5`F1#|H_uv#6*i?N+#Ti4D}K_o%%Q)
zgiZX}x-99eBwlt=D0HD5fE1gq_HHYHr)+Fwp4ShdBnSxh;Y!`}31-N@k4z+*nVUN}
zi1G5*_JeD=)5ca=8R;ts*+ZBAM@CYKi&$0@s55*#e{mjB$>&(?PcWkJoj6@i{@
z)h}hY{H%dCOlEUGB{GJP)Oz*PH3#eo$V2yLr7-aQEiV#x*?sO)jG=f$3uac_-2+*f
zInmM@)S{uOxqB>$zmZ^O>b`No-DJJ)>jRR~wQJ+fqT^ougUsW+)7{sc29L>!FFjT#
z#X;UX>&y4IJ|uy{3YqK=qv`xo5%7UW8ZEXyr>-XhLibr%gt)kh3hTzlDRJN2BxGE=
zL93;%%7zE41bO{&V^5FX_a--z%?n>59;^1U=r5H
ziKvnZft9H7yW<-W;1?|Ca2Y$Vptfc+yG!S@S|oG^c=%_m(Z)U?rc)(0)({w;{HoQM
zq$xS?0(M%no|T$Ij+a+ef!P_0M0Nu@*|4FZ%Dp{1byWm8G-1#%@FxlQH;36iJUdJg
zYS34{x=DsCMIu?a-30|{4EAOa=~4Umk3d2NoyiTLSBZoVPDBNT
zteXAiAzU7&!kv)nxO~pa8W=j50>(7R*m55PYdDC-?j$)$Nwl?L1n9mIa|>OoqHf>^
zP6TCTQF3s4`UTsRwzixH+To~)8dZ7u&BMiH$t$ldEhnq=Ri(^U8Zf&swAKkV0_Vj8
z2CaTyhQ*1kfK6~>Ldj8q0p*$kK~s)Aj+exmn=FWNT?_-4K0hZfrY;1XFU(vL_z7FUX0H{)-ECw^C9SL$Vd9sGZN_C?oO?1
zEm&Ql;@ufmdifGEdj&yj3tWOGc|7!fFptTTki@KWrn!hvI3Td)q4tR%h_f>@z0{bP
z85!w4Bch^i2*X~{tjC7P_*xKP){;r>_VlUlyB$P1f{&j%po{ZUkf4&
zHcoyyLVQ!P6+Q6SI3TnWJKm%G)!Tb57^n0LtB@T(Cku=FFOIMfZTALo$OnBdj}2X%
zgo|sPjg3t(r2q!gWAD7beJBY%6pxJv%vQE-T9NyYooM)tV3SdUBcI9W|J`c0torX(8Y;ea7F+6=%ZAI?{RWMu-~H-2VmdhQe>-SQ+Hc%X==2>Jc33+GQXH8lX^|Eu~f&dj{@
z_}P8JYU#Hy6Ty>^F1-Emtii;=N;@Zv8mgnOb>Rsl{624e+3&!UP@hO&ax_BUde&*-
z1p~?^Wx`u|TFu-%FEs@~_f(ZV#fn1+oz9Vg%L;u4pX;(TRKj(648judD3wW0etT~U
z0rQ~D80Eu3DDUSbXeE#Zi1$BN!QgG0A?h%0!GE6$e5h84ee{>7r=ucb-WVG*Eqp{T2
zN{EzjLZ7bY!b14I;FXpjo(MQt^5Qh?WIty>R-FVBi4AwwOJ<*rc@S0Z4QJZlDf_}|
z%t}VeOar;1rmu4})ncNfBPXkEHA~1~2sNicbYzs`@0T<;A|s>7zg)YVXWTO<`Ly@K
zwc%BL@!$%`?&MpL6*EMEGeeJ=_OD=m=V&eJKn{T1-u-29P
z+jp4%G2RItJj2)T5uTNI5M7_ZbBbc)6BL{P8t^wZKB%TQ4}EJ+$DFqpWZG41ZFgtV
z^x8}J080Y6!(x&-^$tIB-kPt5_mXgGWMrlRsU<4+eCh^_rUHx-K%6|(
zS-ZdSkBA4uQ&G{OCsI~4LvPBHlPw3jR>70gTH)kS>F?weL?H-CJ)HKkpCGU51w-@<
zE<=RHbXv3;)4=b0t;|}_V;4}2trT-LJp%&^nbFj+dHlJ64NuELH*V^{i))(!n9ZYe
zPs;oHaDx7+1t>vj3x;gYF83CF7T9*$DWlrHbgSeu4%V}a&lGJw7MQ&k|Er>Pz`3BC
z16vYoJ{QhswO138J!mTI8n>6aSwL|-KB62!YiZj2LdA8#_8h;j&sw0+mQdS2nV%Xp
zrfyR0x_2v0qKXasuADgxL7`_b{F#;&IxMWDds-FNw*{}RbjqNN6=gMkxPPzlFEx}W
z{r2T?`9Qt>FI6#Z+t#$5%zE-Hb)TbA&xgB*m|(Fbt?|STJr51OctfpwSZz0e0^t|G
zNh$DH<)nw~&^kF~GB$qVi%V#WpUzDR{=ez~7u$vYP4A@SOBVVMP8-B=^BK*abq(oe
z{TPin2wly)fHf@g6Ps7F!R=wx$`h*RL@tk1&;tj}-@6OMldp}%Mvfdb3kNDUJdoK4
zwY9|(3DdsA;_`M;3uSq{Q}K>}b#>{kC)4iu+w?6xF|BDVA}lO4V*bK68*vkl;DzPH
zKt}DA&gW~DNqv>p#qj%22dsVu5jq>JS6557>hrU09ACZ`27LQd9(70HY_hi1Q=n?!
z2TUs#V@)|`{CT8q)79OgEY&0+pkcOupV#SUHT8R4hhN%46JJpAd;f~|#=3X@?5s32
z;n9T}v&S4X>5v&l+*E3s`z=1}>bNye=rhPjZb7VKY;i?^zBMHM=oX&00Uj2=4~TN7
z9Q)u4SLziH#A$hkc+dMk8eCO)7smwh6YrlAy)$;^`2E_fn?EAyN&TABlJDK=@Tc}&OsZ3l~Rn8grm9t-OQbg=;08-RRXNnxF8KqVxctIBp9g8tgCoLSI{rD>;;6GelMf-wk+bXJdad7p?ybT3~CaROG_BvMxM#-J`fd^G{cJkeL
zdf1TtIa#lP^*1~1=L9E~@k<{Z)!E#gEL@*%;Ok`g-jj41jv3)j6n6EtJvNE&T
zA6K}<=;KylM{L+0ug0#_m*l90C6|_qZX`I#tlIC%QtK?|dWX7hORAz%^KQkHkLwTI
zM@lz0WG~-(0uRQ>&YIlNAG?O4o2GouX!(YmYW5-mXgosv7S*tZ7d4n
z(VIo>_NeiEz$#9*kzkQ^b8GZE@C3hr%)_qsaJnkzld^gqn4py$qNb>ro|?;M`|~C&
z=6R?8t)~6)BwR;E3hJlgC0(LmW5_ymik@CvBqwAIG{wFsonNIB9vxj&kT$cpGCRE_
zd#%Rh@Mp7sw1%ceVnQNVo>?HD`>NZ&RNVY5tqXzW77K}wIU>0n9c9-))b_g30|#(C
zKpr6*YH4K!7=@9Mp{ABZ2q4V#2EqyEo<0FSoSzzknNEf_hk#rXmiQMnrP>f`E;d%Z
zRe!efrG6Cz^!l+Kduz#VGIr;DWL-N++vzjJ^
zcC5pv5oEakqqz4Bs4DBSMX@Xs7(h{yfEWo1DoIp8QBg7yC9C8tS+W5{k)VJCNg_$I
zO3o-rKqTiVNam1peB)T%_xAhhyM153?!K2FRa%zk?7jBdbB#IXoMQlnNv1Ea9nX0D
z1!aoe+l%Y#-+%ga4l*!RhUb}%^DXc1C^`a^`{gcp_e#-9fLfPVzka>kzOsUHRiJoG
zXlT-vBjS<;TJSnr`lZOOK?A;<_M$fm4{c=ee=cI+^URClbD`%r1Ih0j8LbgA>0rSH
zY2k+CC=?04ejSv}HSJD|&W?7ah2rXD?{IHlA5a?S5PCirscy1I$Kx^US5BX
ze{apWTIfq0XpQ^emzS7lVRI*aWO&#wK>ikKmddi;;@^8-qDhI5_Z=ItQp(6UiJlo8
zu~08wS}W;tp2)YIJ(*sCwyi77m;V7d9A8IkI6CfLzTlH_+$_jkY;-!c81n1(3G%~m
zDWh#`Y~)I8@9b1f`146%;4xd|i_A_#IVFE+Y6}M`>)v!?ym+!_!
zkk}Qu(^E5`^?4iFSKs}<`-B-W5gIhgZ`IDFQ4tfM?v4Wc;ICith95vz-PhF>o4@&Y
z8Z5N4v@{zIbbQPAQC0=5sV;jmoX^5!I6d1wD?L3E%GBJaE|q_&`%+!a&9Z!y={joV
z>7^-Q0*-^YE@U3yTm}<^Hf!gJ*F^o|U%NWLxCw1KqBX=PcKrX<8A2Qx_~V|=ucCa1
zciw(}jc9X?6%W0y_YJdh1^#ATKb;v1i9Nehs%ZLLfsM)V_&7#MasnN0%S%)jH{|!|
zZXxFQwG4lwUOo|@&Hu5Ejel(vIR+-7*Az{x+G@lNU3)0l`1IKR-d*VRFMgyp@XMcLQ?;49=va02KBd!ploabQY9J@{
zhal5q6do}$8kw8h(bx#|db$66U;hE8O-HxFLNxR@l!eR7$ROb
zif3-nvN_#;F!c%;qj;(*NU@yG&goE=XY|_UL~#7yKx%Q$f4EIUQ2CVItd8|j!MNmP
zNfnijmYVXqy2qn%$NXQnX^6D@d(8drd=X9u=>JE8=$Tr9!vLg{lHdpQLlTp1RP0l~
z!BAXEf}q)qoW4jLESx}fPr4~=+w;e
z3pRz*it_S~^&FRym?fs_?#!$7Q;~5iPRd!n72i4XUDQ}L`;KOlDNwzZ8hz2LsDN@Z
z#!jV6t9QdU{Jq>rXGGo2Ma3L>^D;Wp-zV3~bqEXpM&Iaem4Ykr@zW3j{fFKO7p-$r
z@VzW>+%Y$2iT(#Dt$NdYS65Y?a-pQ86u!xLpYAjMbF0zQ;o)l#|M026tS&7b&6zvo
z5s)PVpt#KARW8Fs_e>nzP7DO0oljR1GkAdscn_{(i;n;U0_?
z*@r(zUVc}jW9WJPpN!Q_m*^DpnvoNj@yD4B+{f=JrteW!FcYY{xgT?CL46e*H>3#qKv>KvCXcv>tpz8AGW~@JmNxaxDO(`YCKhN&o*FIKGx8T^YQKE5@BbHom^Zb0hxSQf_jpHvzN$y_1Qt9?Z
zO;jX*u27{>N2l`xxvnDLg)|>Kj};U
zRqK4VP6%<-rYqgb^0+a&lbej+|BC+fqV5WdMo(|utPJ#7b}pkYzG`@9&l;o#l8%gZXND)QH6o^;#O1XGK(#~k*h
zYvGJrs7+zoE&BcLe%q6gg(8+9Ys-peV`)X+F|t+qb&J5q1h~RA&0Mdje=$J
zIY%;eSO~YLbSDs2sL<_LM9C1L+UMXUG_4e$d*iavT>=o;SyRY<|I@=^sh^ZY7Lf()+ACWbHDyZe6#%oD0=e;IF7(FV%fdRflkEK0m?lH2gTZsMhUv?81`L9G_#w
zqkC%CsBh^i81%cBDjQl;2+{g;)T^exRF2$tmX-Q{-zojb;~ogKAK+@L2E>E-A
z{Q||4@`>$5bT3NpgZQi(c#s`}s9M2pbZsHjT~vfi&~bG4ycR%xSLn{Zl=#-l(z3FO_4u~VB!@J67ztdx8sY99A09pl(ShvT+>Owi
z+eNbfxOTX?zJ5QW^Oq*8_c8v16~3|dlTE90_#BktZxbRkuDSa$z6w+EZthEIiv~?l
zr~i5It(qqrm5r*DkCht9wE=AbwgGFSYh#W=&y&8Cqzsif@GpK87)#M0Y0lUwBPwMV
zRPCc5L~=w7X~1p}dmZf^2bR6RzVi0ALBI3dPk
zhH|J4W=+uif}vuc4ao3=wu1mgT!C{>hrK~z`OH56T$!%_PXPB7!|P~Y#H|bCo!JkC
zZb?fQp^ImmtLwIH&g=BVc4P7HufdDKGmy+hs7A!Qxp(h6?S3IB8N7VyZZAdl|C1^x
z+bT{%GUw*EuNZ9wyk>naY>M?rO3|#I!9#Y)rKPcv!9&2$dSFy;GA>nDFvnEuuW~aw
z60t^bo3a>k0V620PC;=G4DnuJ#{F`;juNZQtIn0ds5amFmWUA3X&@uP;O3|0(WRnVw-E7Rvc^OOcH%^qI(hQL8UwlsO9M2Jb{O*C9#tha9
zm$M*@SJ8yS##ROOGfa!$wzvHoNf@b>!K8jo=$77ap4SgA$lC5+EI*zz`d!pxG=Z>=hIEY
z$shfiIg5f`&bps(9o<#t|2%&`#h<(O)8>+^=)3GU|=J+u7bv(>|nH9?bn78c?i
zn++OPBy&=)UoFY?aQC{lwstf(tJ>IVLIy5Ps%>*5HoPX3U(o)CxFgjYjf-Km-d}4k
zOMPEj%y}KEnXJ-~62h6NpK$h!%DB~*ZLeSLUu=rlMKu|sC!3;JY``8g>QS{QwMmiM
z5iQyBiEt>8c3Sco1G$dq-iZR&%k(Ja2dwXCPcxQHdW(jQMex=At;ZMdy2;$QrxT`F
zLM24qWU8DuK;nA;o{WjY;{4F$;pMT33c+N;c^UsW#nNfPN#i(;bR~g>?ME!49KOjW
zC?vye47l{tVYAjmBc&Dv_7sQxdr9&<-?nCPe==*ZIY=UUSZCbth(iVPo^At|AfKmy
zc@}1aJ_K4f2P=tx{d)GhBmLW+-;?sM=zjNnAL0Ey5qHJpcQ*2<^RIFG|Hxn5J+DSW
zdV*&mqd*K_@>$zh?OM-?caLr@oAPcDkZ2t_rSrS({J-}q{&xAy`F@Irn3K=6*c>dP
zdzbh54o&Ly9(fYxtHkRS%^7Lf8nx}()~)h4-uTL<@)&peiP|~|sAgE+SlvrFOiwqK
zOHR3?G~dzP*;!#{1W#te9jhiAzAIl?CJ3@?bgVAYcepSscI9YI;xpa^{f3hQ0@nno
zYkLZu)}IzKknU>xP^YJ!-7+__Wyjvbr*q=FZ*8_+T)uln(0+Brm3@!tR;&1{e$F}#
zDV)Jh#^l^eA7sgTw3U^iKh}}X=*uZ4Revb9^~PgAZ$;TSIcsZcPg?Hr<}S_J-pA-WS)Z**U15*EC6}b!)Y^KdNB-Rf
zX3c_TIXx!U9C!ERQPS!+iakYgZl($;ajMz%!5=0L?xkNzqV{@{dE<6oP)ez4N3P9g
z@0adW9cL3$qVu(}>HGT2)BfAtpM3G4X+YUc{g${#=11n(N!HJo9!^Qa^}X9RHhJ!|
zOtfggdk%i5nUadQAabE31x7w|E-uT}?kUHiAE6wwF&^pZ^9VS^-?+e2cMvK)%9+-X
zF|SP5&d`(yXL#lRcBNyI0t!V&ZJ%!ho!5RJ$+4cLF9xl_Hj5!YQtkOs9--%|t5ib2
z+V6}i#L0ztTu!&D%IH6J)N{9Ie9MP0!&4a7)8nEgRD=mKrZ1PDff)7eA&$VeLCQ+<
zO?CIqZAeJ#Rcz9R&?i_g-==;`#&rFL;?q>8(NXoU-#(wsS4fYCu9z=;tF0zF&vnGq
zY}E;ZE$pViui;Pq3i1hS%R|``f@=@^u4}zveFM!j=5<-peI2>Dh+?~M?bMwNQTXeK`xs;*{poS3Z47)!D?q@8IBIm
zNSO@eGN-3$4DR3eQLG9H4ZlF46lpgPgXO@$K-GLZtKw&j@d`=xn@^qgj1!!@(^tQ}
zjwG&oO~R*N!>=`wDyy%rD8$Q652@usEkD@sloB*xZD$9Qnwt`duR?pf0e*w2#^$07LdlLsuP7d(t-FAx0c=~oeqA^;LpjyV@}4&p3czztl44?)%zp(Y8Rr}A
zabG@@&!nZPyC})2yDe?97T#3fgu>{hMPFe(#VZ4k^Go^otE8Jx&(aa3n-;=<_oC8vQ=&Xh&<~lcB8Z;zn?Ub8l#_jVn1CMzSZ~)c7A{%MWQ@s}am}A-5P@
zyO}E-C-+PK%|w}eQeu=V>A^}eCK(xZN1OKiR(r`G)lqXPa;#&GNsbFO7Oo@YC!Snv
z>Rl`O9wX*je`_Zb*XFuqELWwas?h_d`@-e7B2N3*b4E?Rj1nP(Mpyl+sQoc}Qqci|baQ}foYY#={dR}w~+elOfeqfCk7Z>kr
z&&%!IJXBz^&vfC8v9>n1-p5SgNVppJJ=-HF9?TPcHh)VrOwp(85IVaso6w&2Vs56h
zZMItFg1y~>{z(1TMy}Pyg~S$p%gpccp0rKev=W5&^wGvRwOC2Q+#DDEdf{g?^_iSN
zEw$>EviV?xbmbh+ar~mahUcNmiOqz(0--Lw0&Ca4l}vX!!*q@&&q20Lb#|Z4GaL0G
zAt7Ij7h%?U*?GgEChP&>&jD2$8d`zn$-JF@GB?(Ayu1q5`n^?9eu1yMH>3CIqOIGz
zdsQx;IHCRXYY~VE7E01%$Bq?z{$u8a;qt?D2uvd&0j?4jk~+%0!#`%G^du_D>dPWB
zCaY#6SY(46^nD%sS^Z~5T3VjnfC27_j_YGf*Le;?M<&^>wk(_ip7eC+*y*kP((^X+
zL9%SDb@KX{Nl1WEs8&<5TF0wbo)Hn34j-mnn^&A$-?0y7)oUwH-S(ICrtpp0l#w+A
z*xu;6+q{`}HYqvzQu7fz^_bbrQdO05F9IMnRn{;YlM8^vUi$Viz0RcE@_6|k%lTp0
zV$a@Bq&RWwc3}|gvxEKovK-nlyXMhug^tFnn=OQ&dkUf@#KkY#Or#;=Rn+*hDJFB>
zEi$Cq>L=;$QWCq8yoIBrtUDtkIRa;G)k;U^K{f?TbCbcrh2#bGCfM8)!}>&M?m@YO
zIW~(+_xim7A*^gBkGo`96DA?`G7k?F7THrOckT@91HZ{4}0S?c2(%{8qfw
z*H_3lF5$&j=?}`J+fr$6f1cJ67P%3~!WZ~y>$^s2YCYDBdK-$O;G$rfqJ$|5DDaW|
zmjTtkLB#)dX#5}e#%qpLk2Wdj>{WV*b1Sv7rH=@xppcmlqcC+Uo0KVVFs5Kc_nua3ipLP$k8E-Wk{7$34
z{5^;hD2~}Z5_fQA2X2sr|4z2KHmukzyBs^S%uF+8qoR(}bKoPScW3!)jNYPfZvA)<
zS$S81BgFdI=GE%N;y2^5`JgiDe_9Dal(cQ=$u=@M)+RdEj~_nB#cv}!lsBPnVq$V*
z&Q)9>|Da~D#FuBZB#$!pvJ_grK3b5Oxj6N+*b#k-`T02E#N=uhXJ*=Stj6{UuGJ!d
zXIl&o|S$eT{kuoP0ZrRmG+=?%ZT`c&BK
zFiR2*pLrDJ9It7&YLuILx`BN4TW)z);y1j^FtOz=|x-NF`7r>~=us-SqF!qPrk#MC;
zA4^r+{$s%$Aqr~*CK3h79_P(`@;>~vdJjM7?#Ii;V-mvXAZDGh67c|VXbxv*XNTHK
z-9p~O>Au^M!Z`jeT)5x>m7tssLm1&IN6U0&nO(E99c^TJBbtuCqsnHhy)N`TnAdbK
z_1SlJ^P^Uyjkq&UZ||0Kz029+VJ)qLb_Uu0>y=l(C5*Qa&a`Z)bNBY1tdD*PU0sZE
zO~`I1={3Gy$#LT{Kfl{v`nMMA&nb?<^h!3$&1qxJHn}Q?xCC!lzcv$!9&d#;MQUcI
zMy|CnzT~9DTgpR+6mX7UV1kqhkP+*soMF^vWDfzV?SK9`H`)X~|%l0ITZTLgRk#-o22=K7aP?aC1@zEJgxO
zE7eDfQ8AT3Nv$DD+~G&4?6{d@POvDVNM
z#A{5(bkS<`_!%uuY)i?|i`>}eJMZc0QZX<%tu2{h29)VKHrh~i@F^F)y7#V;k(wBf
zz&&~`?1z{VoW@+;+{9`GNXf{?@O;sMN-kt`BD?u_!YABQ;3&A%yOrrWJjkm2SbQyd
zu>GK%rN8{;=?;vE2OSHv@-N9Av16L^_|n>ZKG%_b@=(!6`2h!HT6!W
z-Fx=*I4-J!K*{@iYdvC?>~4gD2IiGVGDRO@Y`VnAcy(mk3VK)MbziPOJo1QaxmL!
ztXVDBy82Me3CuS^TqPw9>S;YE*@E@w>8At)0&Tyle1;sHa$T7
zP;Xo)F6rs^J;b-GF;4cug9ptLqT1}6S(a%nqg}a~GI5=mrW#OuMvLg&wo>omf6&>KwroP;EQ
zkQ)`vKOu0R#>fEk7|5L_}lg=z`mT?3JY*IMM`0#i#@UKLA3qT=YtS+(~
z=N|Ni6S}IZtBvuBf!Kj_fkvv1M6>DElae799`qK$uW%8LDJ>e#T_5iiWAUOT5T3v?
zJuo+)nVR~h@XXV*8k-$V(n(L_j1(&KN?m(Y&7i_|oS)yZ(vL-{W$eT8mX(8~rGe)(
z4Vn}A?tOK^&(zcdf^Ni%@dQ&+EEt*2$_v$wU~Lw)v2Pg6bvUO&7KVV7)vw6yTDvKk=0Xz%SP
zbl${?!@y^*h4T();enIlwG#)asnMZv*|a+kM$71W?fCZXR&E?lVJv4|U0p#z0R;uc
zfQeYO0m8m~f&#su(;C(@RwCFxy;yZ1)e#5eK~h)IXafYB
z=J|`Ph{K3%wYAd7Op#XAgz!PBSAOw;TNu=*=7pb!Sb8LR$yO;Wu(?^*MEQMO1
zl3MQkhR&4aEo@?Y|F2NaxS0P*a%+eZKrR3kub^j=gyhCo>7H#@_9-N*($Lbfx@6%`
z5IN`6h;2RHXOjm4F3OZJ@))(^L?c>o0%izVQ-h>2>np*58mAtOeGU}t{^CVNLPALH
z+R9jp>*0;C8VF#QDOp@tU=VP~^7i)5%(T(d)4TU%!~Gx|
z;+>F?5JI_+A|1*`92_a$f*V=DhRD~g%*i$w7t2Pxd9xDGbu>
z5a^MFbL2#7aRNTHwnCgE;MB>JPIGlPbLh|!adYPO?N0`JvBJND84W?JDJdywItVKDE4Wrb
z&|a%cIOs$9EMg{j)FBD*_%Rfg>#Oh*;j%9rIZ}keJj9W7SN}rm%T{bGPFVLaE`1pU
zkC(IWfa?SV1lCvPFFCGQ-n#YN%OBtzWTw;R`XY=MY!T3aa`kzEZV-MPDtu1VixD2#
zjMNXnNem?0EU?AP4LKL`_fG38r4~m>NJN?Nl#iY~iBf?;`*RMY5WikAT?3z^o|y><
zwCljhVUq^Hb{Mkh9V;OJT3>(u!iCl^U+(plyg-_;d|Bb)L(F{}C&(u>f7Y%7ve0kQ
z{X1v}Es621XqjD1huBp=$i#tWF;~CwV?`!f22UaZwFHPeI!*OH_9_-(SIs&yzuBay
z5hoW9MKT@3SBCOF@7}$`siK&mV2m$@rI63cZ>H0t=+PE{sTA2*FW_zUW170Ui#XM;
z-?(AiQ_xjiEm8iQ(4CLqtq0$}va+%^_93F9DNa@_RaJI?aO62|?&^&5Ez^zXM6<)H
z*fyD2-xy5yl|~ACV&=%~!2_apiaMVjF)XL0t#is}=(BeZnc5
z)A9W+H(Sg6mMvSbf$^O9h!5e!h9ZpO$@_Z0JO!l7$jsb?VmJTg%WLa!NmW0?y%+kL
zJ9iG_4y2`Dp-DD8Tmufc1C?)p_*q>ZSX+1JSQ#Q=)39a7X(lNti5CT1=HlK{aR6}5
z8^%UPpXdDzs&nJ|btq#EDaRHTZUTja
z^U*-c+ojlPLuhY`k)VV6E{}2hczZhASPXK39Xs5R=jzf=VFTc6*5?|eaP>c$<&*p4
zH2uu^1J>4VBV^$1Y69)kn55Fu)1zT$KTHjD_--rE;T7Z+4%)$aI!(O#_1E7z`^-L>
z1GG=`6#?Av1}?*8J=;SEF`PRQ(pb))fcLmFCnu+RDhiN32HkntmZ6uhPD|7M$olFj
z{ebufEM}yTG9q}fof*3jQUcW$n@wB!bU-eU$|8%$=K#TRy`YBtt+UPg{|4$)RnnE|
zDJYoEz|}S%!O1rC2S6l@abd-N+=ZB;;CMv;i#(u>{@BlAH|*=+u}8Vt*`T{wRZKA_
z%~zvX&OBhpo^9Wd^L01XsOYz-Sc48)=j(h*N4EbvM!^988#UAST3*)v%L73y5Lv#g
ztBK?i;Cb)i3m>sdu>ugrs*xI?^%O2wpm(c^&5M^wXi^e9tF``t6EIvo-)?=TiUTAf
zOqE`QhxcGvQmt}vg+QqeD&aX^NqDi$g~wN@_07st37GFEjM`nv2^)6kUaE(0UGY;bUfCwBQ;T@a3eO{
z$*!v#^^bsg8I$Be_}GlC;KXcBP@F{7th(m0a++R5ogPje`03#%RiM`KFO2A;l@;JRhG7d^sn
z_C^r$>1Y+rq{PI6&5czuDt6TzOA$L!83jB=SdW-nS#?coV0FPg`$-C-2LrA6U%wu0
zsf?bl2^XxfGHjmyZs@0O%dT{(!aHyK9ukt_vh+0>Jhl^HN{Fo$Twp1X12hcRMUvJ2
z#A#sFlVOi=ha*$l-e)jM#Fu!O68xp<0qlnfg!P|pjOb@X(r8=v{sy9eKf7Q@YwO_)
z5ANco>*GL*6V(4L(to8Bf;R|`7Rg9?K`m6YpWpobh#_GWblG+W@WO6x*lf5qqHuFV
zML9*9xy*w`7RfA5n&ZchySTaWnsi>!&D^?U?;3R0QRoQf(nrQmp|6c@oD7|M%^9lG
zcY241nUikE$>9j!hXz`p(LA*-M_`dmbh9xE5!NCEEIu3Fha7B%ca=^Cw`7oyj
zF&PxphF2Fa*vRPU+j%}8WxTdQT>ACMaPcPF12bWRB6VL%tr55ccBxqh!2qXMov;HF
zkpV&K1%!f^hZ4dk1e&)I5fSJCnd~V<&C=ITl!y&196cN}h?~bUTr5L!=2!|bjODQG
z-yc4jyFHJb&b}iDYGYz=2dCLnKIDocE%12eTk;
zu)I8QF*uLw;oR_T)VZPtDtu32Tg)S9m0Hh%?Dt?4+`xH`6S>s7_G`l=-b8h=@9AXC
z&D?Wp+fXJFjr^op9upf2*9!HOd+kERTfqUjaNDEy9>6~qkWSDkFEX+pxQ*ASb!uaE
zl1g_A7TFrqItYRf0hLN
zXWLf(Y1*OrVe*eD!TZT-wZD1yhhwj2#13`XdCn6%^RH|%%m4iAZW$4>|L5Cg{^|Gs
zyNx=;wCDWmkdQp>Dt|<^O~{55Qw96QWb&_NWyIrv+n`Yo%oWZzz{)wblep%%ceidi
z#81*r2^ozW<4#@<-2qKcDU^q>XBw4xLd@S`zDW^43cwUkI|1PdJ-6!ze
z!^85ygFv7R__mrGXE?4da1^ecKXT+QFgA|KPai)rf4_>8;T;{Uedt;G_5txDUi}Md
zx@R|rUukLmf>oy1VLl(ll7P3cbejPUENIqueRE^o%948j{`zFKOQ0PA-SEXsL(UU6gfe=z(LEh*tb5j)Aqe4E|e+=2rGEytQAcA8D~egRty{t2>jnG6gJ
zpgeJXhlD^Cp6X!#i+|50zmL5H2I(agM;NLm;HUx0$HGp7GEfI>yaL}NN}8D#e$DYr|@#^_GQ`(a
zx+y`LW+JNs-Q|P=NxJWI5H>m11OpQjc9%PO56wU_0;G3hT%1KVhIoM&F5KC9&)B#N
zoLXWof@5iYz06KCP+2%-oTk3)0J+rzrVQmXvP%Y7$x?J3{DJN36Bfmi->Ap+>=}pY
zAZYLAAAeM4h(t)ka2^17Ax@6GH`Z4HHCGWPG?c{i?dH>}@B%_a
zXbwjbjPBMJdz?WiD=Ir9&x7~}xF2QYp2*&Dlb6y{pP>+gGCa6hN@z$C+PMkrNE=`r
ziuDG2;kYyv;pr)HRhSg}v~}8po>Cg$7OgantYW`V7WjwUT*FLJ-+RZ~cpy?Fs#t5W
z5aj2lg>WLrN`IL6gD+4?)1x?ahzAU0Vl@}7r`OkR`$>L)*r};0K(9M@?&$4Hl4b_}
zBc{|Lx$sZ62MAtWAlT0hzeZPa0J~b$Jg3fgBz7%`E#{zH5z>~Hm#f1CH?6j#czQ(;
zrN!T{6QE}Z%y7#lvaFO272Ge3bcwG_OV{+b*T;l*>go=K1RtiS$0_&9IGW40?E81|
zm4`=MvdjnEy*Ak7KGfo*#Fc?h#u1N*D6HHAaS%`8ek9q@+5lz<4E)d)jbjce0U3Vw
z?VGHNbelU<@=sBy7XvPDSINJ{jaJ|=+TVaeE-*1gM8ADdz?4bKHa~8+L+zq#2FU|PIcs1C7>w<$qTWZAOY*ZfPes`
zyx;>t_NTD{9se`Pi4*-z20*COOvR~@krCM#@z>4Fl7yiltt5R#t6LorGk+s>t=La?#vil4fRDi;8Dl$x#^wwG%YKHrD0<
z0vCB@@Fg3QWRsI?svmLLxqCMZP{L4O1#ZT>b*Ag!s{q7L
z8alcJx%dS_hoPd~!-t6~ne31e0m017tcQzJVyuQ|gp{k$Yb&b1)4lV#lLb|qK{&^U
zDGJ@?pHR-H+!y%=`j)kIUk@phKfBsRKtP~c&?0M@i~>
z(7}85taML0k&5k8{3Hsx(eEN^9uiVg8ih{zT&dAT6dF6H`@IEukd;TvAmhZVN7zHh
zS@&T{(<3r#QVr_`NXYh)vAE&!osvT82I=OX1QTI?54kn
zHuZE7-;=Ng6BiZTFNBxm0v{hYzG#)Y8qIq>POAj013Kx^W%gqsEyU*tXm12r$f+Ps
zBK=um-vPu%4aByWczh%6cOCyySs4%gIiw0i|6m~InSlTe!tA1I5f{@;R_|2bkMHhYkexOe2Yy6xKa
z0_|fxu6f#i+eO95X5$s!%(iV*cJu9vT-1s>{(<}LQFaMaKT_9-7dPINO?FrXMNBGB
z2~zHQAvI5w_hA;`P421JyPiFBNW1E7P@rF(4WFqe=6<6}hRn>SNuxhYhSH`OIUA(s
znw2%gYai6n-tD-cBD82{lp8ULJP*>+x(MVZLFaS{ThG-5f8khRZ75
z$X-rSjzmLPj2BO=f))EIhNi?j8PsF-slnd+5A2EO*&L>Fq0C;Z_eQ%~X&zVi%AK~(sV}8!s1k4xd+(XgG#Xg7eb!k?7TWv0x(Wf?
zcGBEV^t}?z)4rq+*O^ty&hnqQ+9Th)jo7{)y)(0;fFj53c2XTRjbGVwZKDr<(+w`&
z7o(@o5aoov(f#jw{jab)b*5zp-<0aG+jE$XcXc@OQ_KBikuk&O535azV&)l>eci^3
z6Z|Pw&v6i0nN8~Gj!iX42^L1g_nf!()eInPhToK8?+Cxk%a^glR@Y*7+me{t9Lbeu
zQ?*5Hsy(rF
zi7|TGtql;(#IR-izBz`e@MVkW0I-4~XPx>OoevXwde~Cbj0i>=i_DuF_PU)*=NP(j
z4kh0q$?hcvop0>Nj;%KfW;Tve2~M`7{jUF%m)6TAz*0xMMdOZ`VxaBM)xYADA}2C?
zwo9yNeKyYDo}}8v<6`u^c~isrMoZ#t#hst-FUP;-9yN&Fii14Y;?zE@&PAJ<)^x+n
z4999(tHQv-cN&FTtPDDEIGi<9xnLaSq!EIERC;x3Fpu93Yvnio4Nq#mI
z^z|+#P#dzT!dQGk=Zm1)FVZa)hkZ#C+VQ@Ra2Gw0^(-C&H$MbHk^SL>1n{
zA_j}$t6mM7TQm4oYbXKPP9?+urBb7q{)Bm3ldUXQ?-~
zp(dT*=%Rn?y^Zy5e`2AcP0c2;Nar8Zerw9_7aAQ5C>pW@WWJo*LAq(+ymq>GNf4Jb~(&cIy14M!
ztvEoo%we-6BmU?6#{-ux27Yg&*jz^utiz4w5^-PCgi9o-N3P^dJ^?+JcK6FsjC26r
z8P|PwP2-+W>MYvw^uFdKVb^LLpj!3m$@q$m00
z@6}c_>YtF`pC2_HCyY7ITfIZE%0A#nU0nbgiiIz=6pB$T*8CAOWS8jAerBscIFri*
zbA#r}^lD%xI&OnNMN>%HqO}Vw?(A^$d~2O1d-9oMQXw8*1#-F8NwY(dIu1Mp32*I)
zR=Kll@11R#t_PIG1ZXloI}A@^EmpN}nJGF;14X3uG2I&c4nBSnT?w++eB<&@M-P0N
ze48F;+L@+6!&Gufez)^F+x(oT<!Jfh-P&GFr638mss6bRHZHNFs=
z5>4)IL#Qkfs9Kv|n*C{9J$)j;lU{gP@?c1F0;Mnn1aDC1f6A*jpFQQ?C
zuD-dqcbFeLUd&K1|CQ7V~ZCO?Z
zT6S9X#QC;(EiBAOZ;J~XstF&PNHWglX-`-}k^}W%G$1Zv;t|J!lkm;FI?+2E+$sOU#ZE+_@E0!CN3?L
z_%k`LUb8^BNa)#o8Q!BeBAN$%SJT2h7a#P#%e9YHwg2}0dn0=SH?6DCbmdb6b1vVL
z^?5!rK~?f%^!e$gXg2pZM)Uydm>jG!R>;0#H9q_a+*@0#99t28iR(R`)1M`tOG!2a
zYKx2;%vU8Dcna+-bq;WaAap9H^e;YX3+ocsFmb0sSN-4>ZDFgklbLH~$)ScNRo#?A
z{i@{;Wo$4%LO17W_&aDTB()oDn2BY)@!t$3-;7A9Y1H2!244XJ=Lk=8$i~`iqV@7z
zT*LfWNB+#ay?f{-L!SEyFrbunT{z5Kuk~F~?7PTJ9^($?Hpt@N=E&F!u>4UnO2d1$M&J}x-YJ|Jis)vlDEC7_b)
z^CgH*zdg|DXV2x7^vR3C^);oIVT#LJk}CZtgT6hf9
z%d>3h`=co5=`N~KvJub7Z$CQhi^kh#53%pw4Ou42xvm}S`PfsP`8REhw_;8rr9gcS
zrE;J%^dLMUS^-NAmmrk%lN
z_FfoEPfp0ylITV?=aZ%{#ox{q%ep?C{&M$&N}HGsXUy8tTmV@`L&oJ?#>JW3fZO!n
zYdUX*XHBZBIL2
zHAc?nrue}~|Ey+JYI@-*iD83#b3L{K`JvT11*SC1Htn&3mt_;U3kVwBsvVyqDtx{S
zm|ngWo;KZ97AaCdsM%f0G*?S%IMPPVsnx2jTYO4c1tE|0INGUzLR_bRKIxrexX5-So)}@w1Y0vaFH|PhQMTZ)Svu=j3>4bQCaU9&JR{?
zLve4ze;nVj?l1R6mG9%5wo_f^g}=OIUJ^$&yFaRAri|tO$(Kc|7us_2*tJq>o0sP%
zj@$ow@o(lkrQNl(rjEs!KAN~E$9mmPN8h2$LHU{T@~DR3wR6O5L)twmCTbw^pgPly
zp|h+mM_Hn|oZgCxR!i@^?<7JrMtn#4Lh4qd%`Wp-ky4d_u&#%GQD<2VRTuWG
zNt1N%41=c575&>~C0U6t^hND3*|P%%^GMsDJv;t*jabSM5fOVXb@uF8X2bjM6?6xi
z>fakYH8{xD`C_@heLc#3P*}T)nwG9|A;&=Z*+mxa{(C}izt*NHcO43n>YG!eQ19(Q
zG8TO!+x$>PjjRXdcABHJ75%aL`XfO>w!-pSns@KsH8RqYiSdY#j){o|4*#B@ovz~;
zUV8ZBr}+8P8x^5h4RZ8I(|2GMmP+c8|`TY%5Wg
zjWKw$U2Ptzfb{X>0!=ok6uw*PEZmgVbNTf8lXL<~UT?m0xXLj3RW_z^Ma$fd9!<~<
z*XZJvdVMJ6Jg@BK!dQ{l#+@>Oa#p

diff --git a/frontend/src/lib/components/PropertyFilters/components/OperatorValueSelect.tsx b/frontend/src/lib/components/PropertyFilters/components/OperatorValueSelect.tsx
index 79e9116dd84c7..1c5c897b291e7 100644
--- a/frontend/src/lib/components/PropertyFilters/components/OperatorValueSelect.tsx
+++ b/frontend/src/lib/components/PropertyFilters/components/OperatorValueSelect.tsx
@@ -73,7 +73,7 @@ export function OperatorValueSelect({
 }: OperatorValueSelectProps): JSX.Element {
     const propertyDefinition = propertyDefinitions.find((pd) => pd.name === propertyKey)
 
-    const isCohortProperty = propertyKey === 'id'
+    const isCohortProperty = propertyKey === 'id' && type === PropertyFilterType.Cohort
 
     // DateTime properties should not default to Exact
     const isDateTimeProperty = propertyDefinition?.property_type == PropertyType.DateTime

?PS(?aegW88+YQv
z?8p6is)1izDB^;6ivP)lir?a@`5M*WSjqOqLi^Gne!}3EMN{K&lo%7j6V*Uvlvo$S
zhjEN~X9$nspB)mhp*)r^d&@o~l)E#}a#OB4;u7|XiD7(<`%h{YHO1xOFdoIKS>?DN>=l6&cCf>3^quPO9zDLvx=PjC7nKEm;>ChgGJFOebd?d9S&EBGa
zI1gzMR$F-c9x*GN2e&>PD<1^G=~AxLNJ@A^nXpslT`->`!4+B=CA7HH;>-*{t?Z+#a#CIgIEvfS!9qPzyeY
zFO3zGTkzKW@^1U87JN2qjC5KRh-VTLSh!onM)CdJ6fdqs@yGlwMaftwVo7qLAxS1;
zJ$H-8qJg;vx#ez=AI)2PmFwKD*=|sgiB-|Ce7zCPJ0Qhai@VEi5g)^6H<({bu8X_G
zz8IcXuiT`tgtX4whacJ{9*gC}V>CY%Hr&=NyXKbg5>!TYTAQm6thE3U%X_r01N9v$
z@|!x9wT>*W+mQ=*iP)Arl!Ku?)sheE^%m^1>a;W-Egb_8IP8kOVepTYepNxGqA!(+
z*DUfM`G@Wjms=7uRJ)+>F5%ybcc_b0S3pd?Sc?=!MY*ZYXzsX6%xJ}#6pO4XJ5tWMC2RxFQzo@O((2&-t6kVy^U!C^-ZiZ72NX*^>z45K85P6K
zGfv|Bdi;Ho*g$oTv;n{{a3CYG4>I)O4YaE9I
zM;5Tg5EmeQ``BQexVvn>NN&ShM=L|OF6=3UF&t$bdGPp|&`;g3Vb_DJ7+vh54R>XH
zcd1y_mX}7A&o2xDO1?0E@w55O1tBm)Qz2-fziTLdeW#e!jt9GG++LJ);J*Clonl)%
zKAt>F1h?noOz^Zp)hDBATXv!!z|^wf4~XLE%9wShSPLf;l>PJeJcYhK9e5|+uvDaU
z;0evZM~Sa0EdW2YVoy%ImiX+%onlo7-rB8Pax|5rvuNqzEJzuUk63^FchdSZ-miA)
zf!a`AdTy86vGl}Xbx>Pvw0)K-R>kvBzu%&Oyh>EE18PqFv(J7yoQIvf3avZf^sj7)+LR(9LBArGIuE+Dlg^bBch|mO-mGRfq3!CV<6nl9b(dBJk~26
zrTrzI6CmNN{L(?O@iG2>!@3~n?6CLi0u1n!Dc&tuhh55;%m(s$eCL}z<+VMfQ)$ph
z9GoNeb>%TGC8a9I^jp!52XfCHBB&eBaw$2B*wx*@N6&8;C%W;1pl#mrIV|BTFdUF3
zlZ*i$4JEhd#EN;{k?+IpVq16qfWL@u4=l0$wu^>l-a%)gJ+_M!Gw-jj1~J>kT63*b
z6@p64{2WgzwcC>T3p}kvasrrak=U8SA9GVg43xQ@!ehJwaWBme3$-5E<|!WIgm?powVSAN|h;52@`KJJcf5v!i(
zz3r(3p$mAF+&O8BSURY7-eY#vh@Abm*gXdGLyT}a`7Flx>0Q(ABz
zQ8fgU=AB~UF%;~$rVTT3wM+6ADFbjjKXWJw>bRyBi_eDg?F4Z4b3BQM7mIz*@%R{J
z`f3emOod&gPPC<{1V^P4@>ekimetnU_IcEbD`F|n^Cvw^bXIbCvmH&X#~xFlEm6tw
z;byRNgA_j#e&@En&wjMo=8YQpee!7{w1JRR5)SIHU9pXS3ii*v(yKg$y+fW1sSIqFmviO92cE}LNk5@AlHyuP@~n+Z~=h(XjM-=csg!Pgkwwg8i$v>HmZ
zQq$rIdE9`Az0tq77(R?Q7Q069pIX*!-mjaW#l{kr>LDe#<4DjQTSmI?F%3#XpaP0UT>$=qQRpQZ6G$@OVL^j8+d6E-Xw
zZt4b_BnJg^U$p~1M;gwUm7V9`h6%9lIT~ZG)F!5mMsKd6*;c`$PWGuYpmhhE!
zqG69ko?*!(Zn?
zk=VpxSygj^4bZIsr36?7ow(wENphn|QSdsi;Gawub7u1JIM-M3f)!9*XK21ku|JaSm3hhhgmo-Ln>BKci89+bc`@5c&Nh+;i
zEe#LWA>S{PMaV3acOVbdtH76hYw}U~@AUGHy5*aoe30$*WHD(L)F#I!i^ce+9InYr
zeWjlKhAU(bw0)wdr4sz6iU^K(h-`MmV?5<1lV>>OHQ~2qlDJB6H%%5Evw2X5^?KPb
zzZ%@sF%V??0BO2MI=YU6b*IFb*xEjHHlM;=d_RN%+JJGmlI
zK_0MwKZmz=<^3{*$9z7L|1wcboR6iyX@)pGpD!cY!>*z*hCI1hubY$}r^+!x3MVP;B7``G`xm2`>clGY2MfX&`KDI>@>B8vnkki3(
zTMVVAXtkBhiI*ZIIraC0-4wa1I9PnM2v?m>2Mf2w{A-Vj2?W~5c42~udxrU}K1eV1?(B~D&~#8fSDq?YLNHec!X3OIYC
z#a+b4xA}*415b;>rI?=!B(Z%d%AQPDG5Io`FzG_^8Sn6!9;>zZ57Ncecla3Z_960e
z^k*q#X2{FAXO~K1OfJ96ZQaEv8E~3w`NI`BLE?rC?2+jCE)uK9tCie_VJVs`3g6{n
zyvxht;JZB0rRpr&;iPOIYuWaUR~xx3k0+?fC-ab;ttBtelE*IN&(N5#FXN->8@!yq
z$=`ZO(5+)`g^`4)~?{Ay}ubp$obj6R=z&AGvkE6
zfYt>NGXzE>zQ+VaTzs#*$74jR_jsnq%Ub4)aVo0i@9_Ya@(eYP)uV%!+)hb;UQPMy
zeZB;4HIXMLpD*_)e^DjMi5FF*9xveQJyvOvE49e_EBP{ySG34UFRGOtUdi9{NYWyE
zXpxy8V3Uz4i3=a_XqQ~*H-+aa9_fKwYUsDz(v%3%Wfh;wL6VPFfh6T)wc5w3Fdtvd
z&D=g#ELhEFc)zbD3gzo-`_EX>un>czeTaCfkQaLl)6$Kkg;OYT1wY>|)Fr0`-=sW|woVhU0E+?Zc#|N=`p%YcZUeE(2~!w)KJ7`2-kGmq&w(4A#T1nB=(-YzFAzmqPKrTjs#NdbrReA4GZ|
zJuIo=$MtZdDB-rAhge30E9E-t@o>gE8gOu*N3AzKOsSVRhl0n)5%OH%(Mk_5X(7+W
zWs_(<{8gwTD$>AmkKqEc8
zLq&*=(3J`XM=A&!_3#fUkG(d|X4LdTtlb~-*r-#T~<-l
zp4Ey$cqzionohm*+=o1DU}ZjJRG42Jfdohv7SLwK68r6_b~U8i6u8)Y5>m73fkhEb
zz73Yg0K%BeNO>&2^Wkyy;vr}%&>G8F@x_NcE+j}BDyjGy*Z-ZZr>^=xl)VdFRK@#0
zes<0|fJlh2EVv+d5fBj(5s+|2L_$=&q-17@W@u(+-f!UD%!*a>@uOyFehM}->Z`7r
zC0fRI^(^sG(~7#<)Qw8M(CF9<+CZS|8oyDfP-(vX{Tf8t_j)8
z`_KPJ_M*Kw+wCahE9UD_Ja!89nlMcADKOu33xXg!Y%wqUik)XEzh+_1j+=h?OoS`r
z%o~H-fuK&#hfOYg9Bbi+yDPZ;8smGu0Kxq03XXK)I2Zq1x<1RibqD)hqbWD%7h@%(
zDW}Nqn0N4bgyWZ&^Ei0iT>t4D;^+5rsJb_ZCohYpe#bf>$olVC`?i(s(F`!f6gsNf
zH8vW6R%zHYv0W}_wc_Gn7l
z&pJEhm%ZQ3_zp_`kM}##-2LoRwj!JKKd|5kd9>}=9LgpZXAt>)74C>s-SY>n8)!VC
zWv}7Esn==p59}IyW0ZN|kL;<&=VgfgJ}7AMLY;>-Nh*%U@t${uqfqy1Hf5Kv0G6Fi
z%Su=Z`{`9GD`ETCq%pMeAWLL5*>wCM3(YO&R|Pif^xqqWS7b4HN-}h|O(mhv-Au#f
zA69?uObft`>QDHaHoKWtz{7H-i*}}Ipf%^DX0!FltkW%Me{7D%+serDi5A5B@W_kd
zSPR;3pz&ge1v3X50apm74v0k8Yro3Cw;%!WMw4imjF}31V+*txT*8Tj5bCMg5I4}8$
zw=2Fww(%zx=GfK8s5WzKQ=R&W{p|R7B+rkBsd^-BJ<9rq7h?m<_!(>UAQU1#VUZAr
z1$ucXLLGdn44V$2n}NIM5JNfNKyy3B-fiQUrFfLUL5&u>UTcoASR@G3sbj2z>qc7w
z|4|XM&yjTPa~yUJDrMpJY9CPUMI%bta8}|)-;}cX_8GQGNGR)8Cb6qtgAhy*wuWhHS+{3
zVxNzufRpTHYr=C+vLOuRd+H?S7>lqIc@n!2$bO$Pd>PFcO_R%5KZZ=2%h*7kN&8dG
z*fNvZ0k)4(c__u!kHDFeu&WkFo4FmOs;U+Qma_r&ss+=nndK}j!uB!w_V3ugaJL@c
z=FM-if^CAw$}Vg%>k9TA
zD@~*W6)c!lCDPprESWDRlG{1dF!qA`ox^xpl1RDdumr43q>VtI@O?wwjtz9QrM(31-%OJH(=cA=FRAQ;*2b5;{1c1bbS_gNm7e!c`YpJZ
z!3|@6KHnxspOT+sh*Y=9AC91P=dqDIbQGOA&jPxoq19UOty#e+#I;5(BYuR!tEOl=
zx@td+CI@czj+-+a1psYT49eA^yS%951=gOuGn`T`FdwHk;b_1%9EP@hnsR}KkBl6_
zH{qaviCJ0{%zUhAwnxD3_xut~t*IBzN%Ez`L&Rd$qsG0tFmu{nAl8BEbtD1?%8kS6
z=>?V@JR0zUqJp)VYIq2
zlxu6@ZEg=??;_A}dGlWDJy1}df--J{$7lLsFPpQku-zJ;iSWQZ^DP0sl{DUF=Lfz&
zdzoT>#p0l?6TSB<`074hf>uz8b1f*CV7
z^zU{>fA!>AR}Mu@i#0|*wov#@=IuRkC3i57sZzuuH44ERMfNb-
ze2WF!{Q)j#y-de%VQu~HP>Q(C;-fLu&370h8{bD9yjiIB30_8i#a-2xc*kWdK33UY
zhN${d;Pd@_+H{*`TI;a(HjB-8rk39i*caEJr84!o5ndWR&jJ=?ycs+g!X*HQ?U2qw
z9MRz8vhae#K(2p24Sv@qF{6Wvz@IfMro7)+x^5o&0X{uY8!BSqN3FLFrJKL807nnx
zgg2_!hLZCg^lw9kQv4k@)yh-x9oEqoN~;>9ThsMYB(&>2L|X8kU_9U}>>U$ksC#_~
zJ-x$x{6=u5@RhmJLFm5I*Rb~j?9*Ba(MT$cPkSi(F7tE!1yr6m8cP^&EWZq)@poAl
zb|Z%9E=%;l#V623<9!-*I5kGi7>zLkK`5^h%|tCPsfro2YM&{;$5Gt#}Aot1;vQ%N0!Z?IR-@{-R3HN&}&9Oaa7mRp;{d+7ptgX%72FOpp
ztD1Z0#`&Z*3vH;C>h5kDG=x&_v&qgE23zIwAWqH)4WUE#F=TZgOc4(ti~k)$*$>$0
zghKe?y+X@2^!ecb-G(;X{B2SZ_e%iriA?guL(ov@k9vq!|0j1t*Y?L?>u0n*4_N~1
zF_>Q;?L*q%Sq8hC!S9TYpsL@Q3v0-rFMh}LV|fN=L1*ePm|q+n#_nYBJEQfaeZ)5T
zL?chUkH}#LqZ{5<%t1a2d43^BzhzL_BXo<)P(F_^eJFSMv=$%Q
zQ`fd>6DHI;;P;@Lrl=EI-&?(-Xyc!lhFw}tyZ>Z~(Q}dB6EvkK(1+s>v#8&W{X>nV
z!4CWgkTDcXv(Ot*$+k->Dh+PMU-hY`kjFTfv~xMSCa8#};!}t1B_eeRE~q8yh9&r5
zG}4Ts#@7eo1J*!XhAOE;ERVrKo+&k1lW0cyfH)Q+V12JjQ_@q4#m<5juhDnx0Zjhj2=H`JuufZcY4BnG|ex2XpT`=
zCVuAg*%IFWrs576>&h7wgOAnLkGL;nP{3a-JHCf4)|PS^HRylKW#{J9RdhGKJBZ63
z+SDL=^cR*%!XR>e%3jo9OX(@gbbU0CGpjW{1oB+Xv?FJGjV@M|jY@kgW8F=g5mhO~
zj9-hxn--r5T(yO}tfI~|(+;as_#?k~?1pj+LKXq|_%gvUAJ(B1r#MMA<
zD(ww>Q=lPP`JOF|m92c0tw6ze3;idb+uws<{#GLQe*^3?d}%LW;@32#j=A_055ROe
z5bXvo|AqN^yMcY(LfTx1_FOiAj@L1-*Q(m8%6>&jLfvzQ1JyFgf37LqTqcSCEE6-B
zP|HMcwPtJzMmi+%IfRv$@i)sUsh)N4D{j_T3PGV?L>Jj>i|}qv8=MTq#4+uYSXy4s
zk{qzA;qE1L<4@)m)(dPu!Sy~*Fp@TxJ4VL*B~ws8ydW0i5H!-5x15|C*a+A6(L%c$
z_6nVoiZCC?*O5*%vw?M%zCk<`*}y!_B@L{vrmKs$T7HH2^2C*+RmJE&c$orGC)u*O
z1?(%h(ogB9iR-a~Vw%`{eEavSCQKR(uJlV28{Gd8qCE&Lo#r;U3ic{Ymu+ouXC8y2bWXpwFRv--W?Aw=M?L^
zVGj82p-!{MNUGX3SGiX03tK_uI)yLb(5RQue2uuixnZ+m3u$}}+w2p*@PD;z93il_
z><#JWM@+<$q_n^FfzmDb=05@jTLC*#-P>xu;cTzAcqS0^gY1PU-cGTl6t=&=IY1I$
z5<8VAmAs&~&;o=&i!Dz=)8KbjY-+aSs~)$n@2}qfY2Ils-j)nq()i3?Yf`(J5=S+L
zA)xX2Tha!ArrHgyj0W(<7dd{Q@mr33%uk)fcjed7PdP#IxC)7*X-}#xfM09StSTf|
znrV5QX8jnoqnT!KGFq$A*HqL@t8D$8wk?&8x{8z8=l!rC5_OdBCML60{b;qDn8s%J
zqib%W4|}(t8ICV%+`vjJqud;g;Amv2=7H|wY<{%FmV+(*=!{N`Vm(sKb{^sz8ci`x
z@)W1p`DWnd$rQTdDehp4Q)pc~@ust5inUfWI8EFwg_h~X;jC*4UDJyJ&Q*P_ZZ}Xf
zZBxkEOZ>?BoR#+N7|`zbC6kwkFPDAksFxVeYLkh1i^KJI(OXW(Kz$o~SSZ>2BtLtj
z20P(nQfR8T_@W!O9K4JLw=m42i{+YXa~IGdZ!v&*&Z9ftVrM6HO4-U!Fyb;C@@+5r
zIJeas`83smw>%7_{o9Kjyzb9Klfca#r8wwW;vmFi1tb+|AoBiB;q*a!F;S-ml8RDM
zsb~ttg^Rsw{igS&>+MCTF7ap-M8kfVN5MW~1lvEChWm)|t-nPM1wHZ3>Pkhx^>6+=7V
zH7{>Itu7A5Hmv$gnTYLlOY;M4z4(}(PwBW#OX`fwP>D0vIP?5Ox39(Jk?z6v-^`^Hh
zJ7MSf6}4vW!lzw)I`exU8t5-}VtW&5u0JY%c3(Q{FZO2d^&wq=nCS2_*xQxlVqAAk
zitYFW5%DqcPoO(rHuSJgLDf|>XsLXOfw$AX4-jMQ=J#!?>Xu9&UzfU4NTArJO|jsI
z2NLk(>Aus4QUW2={rb@OKru|$4jtIDu>-L1mC#H*Arl@ZDByk(C`P2@B5FS4eFmQW
z@D#4KCFxAw$qH=|adWVZM}Dht1^n_Z8oQ`4{a}5K5FDrR}Si9V?H!+DuhM|@DCee&AwA`C>D7cfjBlz>)
zJfPmR1=z?Jsr_vA(ce(FiMt`}oZeL52~2(5+Z-G&W{YgJjw#g$%Cy5H!C$}h%DNc3lZ?HxlYM{if
z;`j(I#F;ou-7Hmn@x-6QIQTBMK+ra=HL8OSjbK{Ri_UaKOZPI+)2?DLYil5%C}hsj
zK=DyxKyDu5=Bq(|mxfjOL1&r^8ea==>3HW2VJ**i6((xdNt(`7)5}_dkAa;Kwy=fU
z@2Z>L^Z*zHx0yH$UfIb|cNca)*zqK>wnbdIxJuR<*>&LiY6*LquEM+wX8z%=6p@GU
zNFY4tRllC53gCi&F?C9H!?nsBKi3$0gYoG+KA00>p342VsIkM`-||?)-YvEO-Qj5h
z4}e_Hhj}~?0C_6J)U@^;UfQ0f-SC?Q`s=-EbvH50xrp0Y@47K|z3YzlqT}7f2;BzI
z)Z0iMn_r&Snm*}8&e7<*7O7HTtTC0
zu2}R0bJnKAf|1ueZHpE&rI%n@*If)(4HVg3^maUg0DM_^s22_IE_URdOKx|uD_fOl
z{;s#(O-vMjggRss$0h3eRwU|!Hm+^ga5
z@mV|S>YkL;TTE)R31d?wj^|?rTJG?2qIpek4E!v^aR}0fSWvUW9muq$)etQu^NJJ{ovNk@z$)}5UsBcGDF^w!SUwJDVVBs1pDpOeMjDh#`8XT5|#~m
z^ax<&Cfqn7tL*hj8a#lgJ6
zI(O6BSnC~a1=x?ChU-;BFkj~K#;f2bxbe+7zQW~$-pg@h86YM)PEhIYCi^%_8Hjn`
zH*Yn|k=8UPj%EzRsPkp4IT#nAYTU~UxAu<9am1VUd@j~L(b!F$YGjCUY<^$z9W0)6
z^itz;HFeQ|$17x@q1
zp#*nESs#M7jvR?S=>8Clk3)LUzM*3O)(fLlEqmmzm|TX5UeG+wf}SE)Z3(gFm|@}q
z4Lch{yI;l}dcJ|!a4{-k3I-Bhw|p<7`GsdeqyONI82*U5#|Kqygu1x`*CN)La270k
zxVVg6i=q3&#qmD*@KYcO-Jhbq)}jCR$EA+kAD^nUkDHM_>Td_aNN#9?ZUtA)ic9@4XV~@wTfD
za^QCv?7UAo0pu%__VjKhWWo?fA7_dk>=`DkNz>x!`%KZ_YAJ}LThA@pcxwGhvx^~~
zy1mjIW>P%8{@i6=Pg?%mvaKh5^V|}WKo?#S+gqb9jHia@mhyP=9Vxc&sB+-MZ&TnO
z<~>ZGV~V)VQCQ1ASa2a#-3>iy>`3t^Yc$}!%d5>yf%g&5E#N)(xdps``D!z};Qj1#
z7x3Qj+ydSMM>WR=-uuJSNli2)0Ze(TEpRcI@&r>D_W$(Iezu`rT)08?gDlag=KLW`
z-#@oF^`z^g#CA58dy+Cr{59<7X!IVxKtLC_H8OvGW>zrG1Fh=4q4*@BQEM#^wdc{D
z>_(%1Er46WPk;O8g)%hSyl%93NE5J#2RvXKoe%e}TfpsK+U#HTuA380bF#!C?2TwD
z%Mt@TM!`L&#r|(5?8;()^{z(>8Y9-QsohAQE$)uG-3>8))5j`A|I??glH0$x*$?!o
zyUOjy`qVi*!ExMQ`qW+QMr;>k(4+^-0GYK_owsVhS|$&k@RSanB@9&4Av};!Y%=o
z!x!JjA}Q%zaW|XOh3enM!fbLE3Y#h>v8FCGd8!y6upa(-w<3qgLp$#
z6%!BBoi22Isu&iq6#g1){;YAknO=rJt160@>1-FX?me+19(|0XUem;YfQQY}i#wDN
zr?(`my|GxRAmR~E%SQP
zXWU*AO~=~D0g*Ig7Sfv%L0e~u5m7P7EH8k{KF&scvamKD
zadx%QQejrzAi?V~#pBgnz#lZ5)wgMNHX5Hm^Ej$D
z;R?iiNPJ=)>7C5xgEmJ!`DLCxnTH2
z(EZt{@E0N|VvZOPCUHM&u-~Pzr2{ih$I_Xn<7G;Q`$?49i7w_jbHpcND_rWb1=Een
z&gK~l#Q%yt%9F5{a3kEhw77vDTrJs3!FUxkK7#X^QlU7ymQP4Z!AZg5(X~=I4Ot{6
z+9klxPn~JqB5@r%*@+?+ivjjdpnZbW+pNPSOOqFiNp>}z6q?`J`T^v`VljtRM^nra
ztgLQE)8r+nqzhrRYzc(m?M}1<=r|Su_`qD$iLNaX_c6y#<_$~5i5m7znAvW*I8eiS
zhSBg9Sd}M*n|G`bUvp?(F5vDgK9DzbH0zA$I@sio=<;guGW)6{?Op?~pL8VWwc?i6
zl_wdjl{PL&q1E-adoPe*=O7B+CeC2*2GZtjqE7!-AbOCF
zhB_!jgcXXf*5;_y^=j=Kfm8-}_IjZC&NeYdWbT3FQz));eJcQuY%wjaV#df0-SIaA
z=xCuhP(KuOJ`2Ma^FLSUKGPRs+oTeTjROMk8ip7)Tnk3{RR@KOUsL6RmqY<%Bmv>L
zI#JcF-s;S{ic3CbfQ3Ll`-_GC+2rtzvB(e*3&U|xX->QlE
zgcqrFt?3V7b9!&6>A9J<+T5yu@1nN&GQ(`QU0lsr&Ihz%2O7o556owFh)-oU-j|N=
z6k~!jeNh?MZ7H;1Y`~&y80`FtQ{JU;Uih?pkgqv-mx#B|w`Eu#66XVewPS~B8UpNM
zd~SscbA4#TZZSsp5&ZFyxdd83&HhIF(w*I6cH&VVlqTj?Ji#oC)Q4c_3G(mTTK&^E32s^__a})uC4TOv3DAUS<{_GgjZ;JZB$ov!Au6JKu{D&THCRmqUDaAiupi
zV86Ip!?r9p@BTsD%5;mok;z{Sb)JiL)-Oz_40ZFpX>y6UAk2QCb(_xcJWqPl1^DM{
zh^LrN@$rDK35I%;?w}YIRgEpPhkUJq{N?e1kgNmY0fgZ_T0Q*oH46{(3^z;0d()hQ
zVt{K`xbu55AO6S(VZEudH|;nme%Obf%`skrVgR?+tb=ig1qVR
zA?yjBhTAlpw5+@(8J%rzT5tZcZ2%2BEcR?&&HFc=y^&tD;V_27R$lbuVX-q`HG8P*
zojzXllsi1uL$Oe7-wzI+szW5=&TGyA0?42U}&l-Xz7-JNr`
zu#K>*3bSjzmgOlzCwRdT^y8=W^u-Y@+K%bz=n=6Sn~-2`I3jk?j6R5(F<|uJli*cq
z2CcJws|0$OmV?IokLFc?)vu>%A?Vgx=C3idGtGyc*CcOVW>p&9Om%u%a8%U!JprS<
zkKt~(JwqL@9)ZT2do;qS-!ACPQSseY#c^VS@d?&ylzt3byMG-re|$`=bM&smb}e_(
zwu1HxTDbcdAWu~Vsl?2pR?%lxlbxTD^9YS3>BhQQhjAsh&f3)9;ok+
zZLJgo^EhrtgHc;8T5lG&e`&LSWvCm)?L%$$5r(=<4`S!UFs}ii^G%ZHn_}Q86*Q$!
zD|KdT9(PV0$8;Ik9pbspgLa>_MBPn(9(3)37_VEcvqn*f>*ZJ6=JKsIeW)`>Tol7J
zEJ;TrFNtCL8~spB&pQNn({~6o5JlNl2gNMWCn^;7mig(x?Je@-&+RSp(_Tl9E{Xes
zpMh7dScU=UItDi$Kfg?Z$IZj;Q^mr=RN_wASHuX{ojiOXGd8NPe?ZCFowi;PQ=B)0
z&dZh;$VQ|EzYZVUXt)qU(vsn-=){(~n+IMMkF)H-JRWS_4FWdJ{jumtYwY*o(}jcI
z-kGI(q@u`*DQ*1+48p5{bcgq|q+^6LlFFrIS5C^Uc
zu8TqJOD)ykL~Hs?OLwkgaQ*-xtsMVTM+MKu4XhMDbW^_&@#bjVkI|WAEj_9fQ$qS{
z@dhToX<3V0XF7_Ati>!C@jQT9yemQDN-R|k}JFHX65;e8|iOhS{~4kCf^cYX5g;9O{^gE?0##Yk+SliBPkWy_9RosCNb9R00+!5ru#EtTDOh^TqnoTvnIA`|S7
zsp+QZ#kPucIZzrI_5nzRHZKM6vYdNS8~Q(+%|ekz2T8-@-}+aSZ$9_0HI0Kg2Wsi1
z=v26x6<5J|I)cwJ4;Q{BnjZy88ys2qTjrHrq<8Iu@EMw~mL(HkXnn6(Xe)*oE6qWr
z?FP-ahqP2zihAKy*s`?_vCy>@QUG1;A$fP)V6k|lb^W_y+!4}RF?h(sVo`sBMWTeq5(YO|%%3Gm?KNU6m=5%j
zUXVn&-eNx0PwJ{+d+I1+ixg#!eo2}q_H18op&i(u;}VCw;G^~57cU3E?VnPJW>U*J
zb2oiaXE8rWmlleSjhuphq`uZXBSRV~vn5Z>XI_@#HLUwnv-1dPyv(lDm}iWV9MMQ>
z%!^)=zGl6u|Go`cR28xo@-Nu@Ht56r9!Cl1NT~sxLCYC!>yxp(2<7&PHanIV9crj-jHF|}HFRf;l@M{hc<9~f_zz7RB+c+C
z`_rQC=5n!CixLB28fd&9&HvM!^tSYohUGjqpP4KzW%jrtDBk$fpXSl;N}&v=xdyi}
zfAF4k$-&X`yH&y(f2YawBs~87J8hmPEeH#EWFd`TbN8+_oq#`{)HJo$bf%YhI3)G)
z@02oMN@EWnnpe-4>@;@qa5(&kHZPENu%8~%z+7o0+wqW0xza#+!^7t#z6M5=a4|1&
zEz+`;IKJt}8(kimqw*wIjpI>x;^Kegp?Tm!X_x3${qI)aaNpYMW0y+aA$=ZLJf2{U
z(L7N9_~7qWp8zxGcM-6~MZVjYN_mc}xEqpL`G8`UNdu#v-G?-_knbnl-a@|r;Px3d
zdB^hk!F}4jOp15D3VQRL=+b?%ER!OfPqv^PzfbYYrId(0ptbCUcfxM%Vzs7kVa~DG
z;;uK;eSM#HESEmAKMndw6bJgh*Qj8Hl)zf4Sx@XR_`bzM(<0X=;Ip}}OM_Vz2>SDL
zY%68Hk0#djK5c$qN^B})7x#w}2*E44s=wKIdkVB)`Qw|u(%pM#y)JmuiLS1c5?s!}h4*WoNNLMI%Rlo2
zl)pdc1m*90pKg92r3HKl|1Hb^eQs}2{!8y!`oT=o2YQ?{(KgS<8}&
z+S}f`dmZ+wDhu7MBIk9|NV^o+PgT+6b<&LF>vvF#|0=7?pv^#8mD;#1L0O&S{{B@~
z<)Hn_`wN#0TzvKO9ZDoA&1E;Jyqp?=OOdMeqs*my;v}>GddUkHIsax(+#o>>*8ey2
z=#A2SNxX9l4E2*b)2sq%C;R%A8N<&TY|Q@}0>=CwL%^%IEtLJQAs`#HyV%^}&GDbZ
z6PD;Vt?b=Kn(8FUJY}17gt1OH%`sncu5R5h4=q7{Qp2dyyzFb~p!hnj
z9BO`{fT?2=7{bX~j7f|6m?RceL1*$&rOJ?P*2dS-(2)Uc4mM)`FNTcQtqjeqG=K3e
zdU@$Ec2+oNq2>>F;>LQfRCHi`f3Bb%-VDNY>m~efqu7ff3;WW6UD9yfYQboB6HaGh
z!Z91adFYTf1qM^6-O>P7sG~W%B|UTUqjkHbt?aJe9B-BmX#BH+p}WE_+VC)igS&AU
z*_V`bu+cQ8j+La}EBV;_V^-mx7frqPN_uw#?w$_hXIqimQ$msQrVtm}jwbJw-eOSG
zyaNARO|xOI6y4?@H)owd2@p)+RFMn)&iR>37)|hcfwOf}iSfGe!TZ7Mx1s
z_Q+q&cS4azxTQes`Idl-9KV3I+Tm?P^<`l*dC`Z*8f*Vy#a8w66Ye0hMQu0_TFV$S1KJ!I>;l1zXQO3Ea`C0sd-e&!VEGN?tB(l$Y+7L
z?5KGb8+DmB{452sF;3<07S;lzhTIyJ(>`c))lK&a1YZ
zJ#vlHd##&?CtQYoi9R|h#jto+I(iZfx{E74J}H&4HJ9m7nKYfB2gH>Jr=+0B^3dK<
z#w?s439~5qX*c|gI9y+zgE9TyS3;2qhwbluBNY`b)|@U7Hzwqb=}RAf)}C;vdUO%$402MD1?vt2UMnGR$Fnj93p@WDFY0j`a)lF^BTh?c
z&i~9deZ$?5y;G;9u5L#Wf#77lYYB3Tmf4Nm&PW5>tO>*UC6vuAsR$2X71NY6k{{dJ
zhE|`E;@#FDRDtaxFEvRdb^VMKZDrcytQ6%u9ZGw*G;tw_lWRwgI4gBvZ?>TYXCe5S
z!}Q>+G+I^tt&rNWV@@=_Lh^52-K^)^^&+jVkcMbqzrdx}&D1P7uU^3LlGjEPD{en;
zq3_#hI*b2BLwwLi)0?)PlWw!&=V|46DNM`&wO3n>JHI^;n&Hu^QhmNNT|O@bGwlUp
z7o-68{do$$APqplPrD%Xhsvv}ystHly1s{k?!wxVI%PNS
zlK7_h=V+Vv(3xX-ozG8)pijkA-+DUaDp*(PYjsw7WgFu`=&hc=U|I9cn>hM@Nh)M>
z&Qbj(=?q(U9(y@bwomvuo?l;6Dbs$SLzQMh;H-MBI+N>78hAyDXS#E=@(OCO;Rczm
zND;m6qa>2}inqiUezm4oVdr}~D$Nhd`>F=9)-)e<&N!ceJK&8Xs9n@uL3--=iQDQj
z9cQYkyPKw;qmQmiQ64!q`*;;SOw({+;VWAR^TVrBy2jDb=EcDpMAuNkGvIEjQ_&hE
z5e#3G^uC`u@t2;t(wCijJT4J>(fn*mE3U(845P!>q>tEinTB4MA{~nF_b|k1tV$qp
zbmY2}9CjIT=0OFJk4_@Yyr(fh17%I?S~E6=u~T9_R})=9QI%45yH0jDq->U0K@)FCF)rLIFFT&3
z>b3ZW6zHaU{fqa{NI3^y{yax_Zb<$;iUk8dd!{kfb`#?GQgt6#$--k)TF^E4aiy7^
zi+dK$0v!q+SPkh+v(HlEO^iC%&eF)6sNa|hnsZYc9&;Ohc#+-&?u6EHL7?U|ujc@C
z2}$VwcV3wbU041#6|Pl*9|-6!w+gbm1qm-ZOJTR9;rczcICcZI$S&84uW=|
zh(&d0Xy9!rz+oOD=PiZGZ)0mK|F-00jknm7KEI9DKmIHozbyqjU$Ob)d)gPzlI1oQ
zj6=_o?l&pGG0nzk>RC$qO^SDnQ|)f1+_SXoH)*Q_gMAvWtH?W&SHI%-&_3|g--CsC
z+KgAN5VTPJrupR=lv%V!6_uxp-Eh_pSEJxEC?U_^cw@1*@p^!!t~6LvcRfr~SAB+7
z-;vTnZXk@q;@4{(6lJFXrL13J{|k+~dEIjfcAf@Fcco74@pMM>LRM$`nJ4!pUiKW?
zyKVyal73hE*d2=6xT67|ma)IR)A1$s+K^(ZzAKgLkDtcuQj9ho3}}V+i4Qnw3w4>A5Fh8R5u4=bv{@av5^NZ#_?BLCAg`jMn}t}h46zEE`w>|N(^+Pv(M
z6r*9S%IU{Hq$uykQ&_Dr?Sm>56%-umdSm-A(1;x!E*VbMlDGF$_}~TE%;0_4bL@m~
zk^6jea~XTYrjJ4P^1-Qxsey#W*j7S9Ps~eeeaRXkrayea0#C${K07
zhWVW`-~3C8(y(J?qS4_G1WY(xX%-z*X!Z_WBRTzjhV
z1U+uRY#`<&g*Bq9zkPy+G)mvG5huy634S|q>J@}$Oi<6#KX7h9lL4ZWWy(D~6q_oot-wI$mDr>W2p
zNB6`9HF-lmg&(e3QiqPBN1jTGf&iNY_|z;iBOPb(&G$h6Nr
zi>hv6`wa<9|GZsMDklBBKT3o@zcgFI@W+eu&*NqvN&ZmdTYYb_pW17kJ#HaG;y>A2
zcASpO@@zMJ!qPui$K*HWZfvCCc5)hfxq`OZ$pNh2aXM-zk7V5|D8OEhXTcRT+Ftfy
z?T(ul*vm}g^DCNiAu{KAGO4Jh0ZMdF@X=9pgVLqeboyu7>>x+6pU=`6j{DD&T`PG3
z+l20-H6r`)EX6y?dbaRqy4FfIdAw?i%i%OGdAlXlrD7Tcbwc{gQI24H?C6xEJb`sV
zpw@B{^EpckT7#3eNTjtqnpw_RBmLuyHPTz9JW?G^a*{{oj{n(OqNTrE&`bBO%ZB}}
zXBf!(KtH&TRdw?!Xgwf|2HpcfHSbrHTQ}JGZiEIsQU%;G8W$&Jbx>P-0Ni2EPb%qU
z>;|*y52`w+;E#XFQT<|Fftf%Kx^-WZuGtf+>L@(%y8={C&_rqTJhB9%1_}DYu5C^n
zk?woWOeFHlGa%kXlmlM(S%?on7m|O(r<6I#o>-=MIDFm%RhY1io
z^ZOAwt>yuam?DA|7>ap`wELMXFUY#lzacDl&#?KcgaE(#zCuf3zh-l*gd9HkLZP9c
zU9!=t&~yZU!I%NRP^{H*spIh!V1m^jG$_?-%Z}4jXE}@=K2DpRWqtPjQVX>Oy%3YL
zRyY`kSIv#BUJ&ZS!6y&f+$9LG^N-#t4QcB?wSEiR-ke4s@ic$orMV}pLA+eB^*@uo
z4dm;WQi^ERjYJPjx
zUxB#SY_YoVP**Kgoiw~17gLRk?8h_$>Dq$B#8QfHE3XUep~0jIqgUZy%C5hz7>Z_M
zwpRts&MK%UqpFJq7d<^`E61=rJ#})Gcd?LCy6K8m(!riw-Q*#Rj+w{1$?KSNG9+|K
zL86gg3HhLu9Ch-*6jf?%*Nm1QYnI|@%sU-SCz|cH>q$#tFVr}z*ORskcjy>x)*->)
zj#8OUUgU7(C@*ujFpBh$-RW%)*~8JSlC-9#qx6x7tarJGqTn}NSNWo8^Q`ajki*@2
zgF${?wm{UJzKP-OB@6alJ>=Pr^QWKuYmRg%BHa(#&0`dxM}%KBM_6Es@Y+vm8JMpAM341|@T|>#8aNjL
z=lm-|Cqy_Mw2j9o(Muj_uNKe^Kl;o|)-g>xGJDC>dwi%y0tIMbAy(ngcvBaj53%?x
zv=_P;V*dlHm;BH%9dI5_D01MPCYEYrz2!=6ej2DD5MjQ~#i!z8ES_mZdwGmwm>R9S
zDdZ{=m$(Qq6>h>V
z)!Qb2*)v|1`#cBr(4&I%FQS8ce&!#E@&v1Ro_MPn?EgFw2Y>p}Pww!~WNtTDlfj9;
zn6)poNG7CZGMA9dcSzdOf^gkWs^@uV(SmvuRL|FzwHP68;u!~fC=1t+yf+$mjoF)%HA%0
z5k>PMXO%jsqr8fx)>C~)`E6X1j*SMs*>`g>Zd|CR86jX@dx*XZ!4&4!A-WSH2RpuO
z<7VR_(uK;y*@HTo94eqHhdv5kY&@NKZ{U;h@RW2?Huqe1i&7QvLB!_xs{3{wiTwsXR
zLcYJZ2R-Q|cVJ@=nf2lFQahL8wTE1cf4$0zx}%T4IZ*m0N_J;)2k2;&Jlb{80gJ~?
zbx%{krW&R~2PmeS97Z|ath~NL<7x_R@1pG1D^0M5~obj@(?c@|Yy<61u
znCR&|7W1S$d9tJV+Dh5c->zzfq7-5AzBzbYY@(`1|O5l2TL8t+i1D%%CE8}#6PzX%LeCHy!14EY9D|x_KKKC|*dju8&
zZv&42!{4u0oN%LJEHD9`Uo!Bj9~c1E0?UC~e?f3qiG%|LApsbI_|^m01FM0NL4uI6
zs$R(f)&TQ^as|QfBP5Kuai+0enbZ*;fliQ=bZGa609OIifkA8Ql`LQ*a0QOvjQXTr
zxefbvpn$E~Mqml(``00Xg@O=C^~yzH0dT(oCAq#{nFRs94crdQ_)op!or_gnJ`7V9
z34-^h^-6RyIt8F#iXc1$1}zf=m(S~!OxU&CkT5U-SPaYu9)WxMf9sWs<$_@N5(%Ii
zn*}_P4*!MqO6B{gQeeVLBxphvzbOc{z;yIf#b4DcxzZ$X`gOfx0H*IiolF*lO~6&_
z!ANnvG7om?TSNrA=l|3zRj}^?u6;)kjsUl9Mvj0bz-c>C6_BTGKqptwfqua7UG+*b
zFcLTgm=0V5%-L0+tE`9N;%;z06&&rUSE^y(zZWHe!99N;iV_&|J#xg|fe!D1z8{PN
zSNs4Of%|^oPT0r&Sg$k!4cL1t2YnAvf>8S%tXDFo3Bsg9@DI#PY*3sq`S&*DHYgb|
zB;$&jSa@6o90m-3sXMs&>XK$
zhCiU^I}OTuVCK{Y1Q
zuy{j*BH(04>Zc9LBw)hk2E}D2ssflFn2Vf$)}ZWxgRljh0sTG)Bj_M@ZUcw#==t9U
zB@d|mqCqJK<^Z$MUr2?h5@10Q7z1j*f(!&hD7QB#4zo}Kzzoaff>M%
zP;ht~bl^5%K5*7=4a!xxPq~Alg+1dgqj?;!)|2`}D9D?v{v{SG_O4_F9X3#MMA(T
zpkD%tz6d!7W^G5tUIe4x!2TkN(qU(#5}Sy+{jpJ*1}r^}k^oi%tANqJpzeABPc$kS
zzzpClVDULH3Jkh{92y|yKtEt1FdDcYxGfK(;6*S3T>A&AU?CS)Fbv%G7~ygkp~LtK
zMS}pFfTMsePaBmLz){Z-5O}d3403<0NjcFQ47P4kDq*j2YEra|Av&&2N*3^;wn^C!
zT;$wC)+ObL54niKV1h@@Y0o)G6
z>Q5*JHUd|LG%2GnK?w?NQc@8vJgiAs0($~*Junrx9XJkH0-Oh&wFL8o&WMN8yEG}|
z`hpHz1zg*uDOcGE!*&p^0*?SsAV76wlj6A)33hE#q!d&QFbnpKZb$&QC%Q?w4J_&2
zq$I%o1n?rzI|d0ZL*2(VDNg;+?t#g`YG5PiC*t4^dsTdslD-@n?wN}s10f`#NqGo7
z@nVy*77p_go0RBOBmm3+Rsq)nqkA#6Vxt4|HGwF!_D7o&iltIqb!`gHT8PkudNGuo_qcbjfH^ywg#nz+~XGAx%mi
zux2Q70`wlyq!0B@6=3H0CPf&863J;&rU9!b
zf^lGO?OTW_19dnVbqN%vzyUZ7xE_;6&&8-apms@<5LL9fL#P`NA8?PW
zML7bD)maqJd{lKOi;{tG6~MJabCF<#MX3Ox5GV~pPu0buBmn0D^MDtDIS5!8iPb6W
z>$_T%N}wUiqPV<_Is}%$J-mlS83wx{&Z6uAI`y(BPDW&)uSL-gNBk)kB@6aF{VYm4
z>^p~ofm|3$vMoyF2qZWb9)Kr+D}d>5Ta=Jj(Sc00C=Y>C-h;nU5Jq4YaLF`_vJJRx
z84^Uq+m^#0?8z%FO6qH1;3Fge6!46u%W8z*gs7`
zVBZfcg}w9wWZ@Iw#awuRVcI1m2;6?zqLjm9&J}oAha$XcQAPm^fx;Uo;@e0F_O-vE
zD1kM=5P}fig-pP`@*y$+`>ZFBq46l<8ZZp>tg|R5Ko8g8=1thEMBHHu+?gvWO30fi
zdVCt51>A;PxQ+mi0KIcCS~)7pJYZvM+|C7@%ov#QM40acUP2jV1iCjmH-70
zMcEGA54;Kt_k{n6ND!C-3~vX2z#KjN0doyric$-M+m%D`EmYu`kP0$1f==VTK~ZUWqaMU^H+)a2&7#xEA;jcmybI2BSc4V9KI4yawED7S%Yfu5fsJzzL+J5ZBMOApJwVbiu^cLd_Y|6K43$1fi=1Camu
z;b*{a|5hqHjBUcot@QY?92T|*e!M~Ff6d`aTF}r>s^LnvQpyo|ptAvXNRzM!dlpU_
z8eJiKQFr`v6;AVZ@zL!Ya_KXiPnr+#he(mg0`e9`=$4VQ3#WYgK;@q&$=T?e@cRHHH=(lLPE;!(1NIKp#KE7Gp-Bon+^P92C4w
zWyj<&y9Aim$B^Zi9B(%d=Aa&wSSqL3mBL)nlU9}@hHBN^Ks_wT11}yw8C_#fEV*dQ
z9qfWOmCA1R!$5ONXrR`9b}!nmhsE>725MuG{q0M*3oN_{969UNAY@LWvY%z0os%6}
z?j-uLOx6X2z+5m1J2CKs>`h6v6+;lW!Y$}UI(h}lLDazaum
zTnZ2>8ot0zMl(BHoNvQz58NuOZk3v5N7y;L5~QW7ueAcgVZPeeS~K>;U^xNHAU`{Q
zyLqsb^rev}iFmL-iHA8cRJhm#hO(Fl|vae$-tS+t4c2num2|30t9p+JK6n0V$
z2*6d~LL{O{h95AT)f@%SKt9|IX*Bty9A#Gub7neyaZ*mSb8y+f~9mZlYRuuQkHFexj|dw-8NU-=3|l
zZmBT0tkF{x8wbfLjgR40QTu*)3oate(i8Et==`5rSw|z|Cb4jX#Btfje#f
zoUF+`Zza6w%HcL{5bZdHqH}_WDH(MClpJAafO%F1`IJNSSHV1KC`~MvhXmY)xn=^o
zqJPDuc4;r5&wrV&m7^&9V6Mz0OSzobY8=d&uV4>|zU^wKrB_bNzIFxN?<=(6w47#F
z4YS`UDmyI)+j%>qBYBPLPb1wNm_tUZExpwen6q*qd*pvic577t>nvC^>0lX3Vn3`q
zVdXhOfj*ZN-f%9$t@<_EeMTN=7v2UP@;Guli~evJ%uB}e5(;qSC71_$&3HW1A*TeK
zfcfg1&n5kNe5&lh?Z}(-=qv<)+g)5Bk9d#|akh$u*$MlA<#Z#|&YNaeAgA*{TMq%L
zK<)}*E}TinE9CKZ+P3IWW>d^L*~cyx=9)P)@*Mcef_chZT67K_Pyx)sd^&UvLV6MA
zJ>#jKn_XN{x^Gg{dH9coc~lOKJTHf}%7Hl(+k$K9^m!=Fe12Z`cg#c-+dJvR#w)mT0hhzNhT|ksbmNt8Nv|8>9C{po=k>h7}qciI}F3HqaB7h
zh9S-lLnp&13>}7HnEE`Puh-+bwX3~vpWFAJ@8@;9ZP#_(pTAzeuGjUte!i33ac1IJ
z4^Ywlhds=$?459|aFctOW#hbuKF9vsiuKa*-8gi7mWg`)@$=|}fpSkX2bYCoys^#EZ5W8EuwFOWduSWRg=Va8p6tD|E&3sM&A#Xh)4eOVN1rulJJvI1;7V}7duNE7
zbo&N(FK_S{(Q$5SGNuIwc`08+&l!}5^+gBcvT~Hngc7}VUtq{<0IWaMd+`e#Bs;O*
zd8qf}7w}#&7KO|7?)?&Ti0xRPG1vS2OAPZlDHxvTd5gb-PB+$9WqZGW6}{Fi+z&(V
z0&i_Q4s@HbJ_R4uZ;w99oq@4)`(khU*Qkk=SYLXqcfr><6jWoqGRJ%LYxwWLdi`vtfld`+w1Qxvf~Q
zKiAv(KNLD^B6h<(Z{By&vj-MoJ?ng2QD%X@gR>^E2C&9RFZQ+QQQr3NqD$O0lTgZ)
z-j&}+UpA-{>oK?hpBU*~9N{Kd4Gi8;Enk)
z`m#_N*6VJ^)o|IXkYqfr221pC_d-BkY!1fiEE%h1Xp%c6D5vxw!<+gOvcCfBttWY7I-`dVDuZ$nwhNy1
z*8LQHt0`*oG!*?Ld$hrB>MX%_`pKd{%3X!^+6He4cYNwS`!hOT`T@}S
z-246K=rJcP!Ft`c-a<-caWq4yDN`zn
zf@}loT@E;?<77R3k>0f(vNhl1heL46D5b7h=Dpd4)7NyY7h(Pk-|kYop7I;k3$ecA
zJ8!{n=ohtEANGT{_BT|}4y@86Rc!>=5$SCd#T{7h
zj`W`089j4g+HCM>+(+={HlcUN?}|=ySAkWY>do1OimAkUhwELuD|*h5cC5Dy#H|6l
zL$n3F&pty3`Dho$MY+q?6zlEWg<*CL*308>pYLAmc3`!8=uuA$dn4WP1D(U+
z7I$_kWDHL89v|Sw4MIn8vcU5X^J1gi>4Vl_z3pfeIKq2kp}UWFPLzA-pjN%ENm3)wq`v=}ir~sots4?kKkgF!fsR%4m1qz%Hye
ze~7zQcKH7!+QsR^Tnu?zJlAz+N3X$ps(0J~cfw%Fkvtbvz7==LysLkU9_npy-6VHA
zSkqST3D=$Drp-fJZ}on3-AMzMVm+<(Pw&%scidhw%ohXH08ING7h(|CsS}Nl#d7wb
zTx@q^yZJNkwE^yOH}?qasoT6sLHDEq^;mEC{!j18M0fu|vMY1~toXruG3d^7GXN6*
z#5)r19qtya7w_ebNpi=Vo)$b36&vHdI}oKx$9hK0rr!s;cSX9***GR8cy|qUUvx{4
zMnewwmd7IhTd+QBg!e$KJ858W0dg<`cOGojd>8Ac3|a)X1uQwi*5{l!)MqJR%_MJm
zoO_bnf%VQQ-g9xN{EUTYzVw~DI$f(gH6HC=23Ro1J1gED@0uHGhkG02-39KjMJRiw
z_es1v$(0*wOXqsAL)_&9tFT@+SFYlpE+gP=L)-&g=NRny^Sn2QAjl%Dx6i{J90r+_
zfFM+@xU4lE^U553TCElq+-AP`~P$-rF
zv>1TnG1kjZ^fnH4Z*Z3!i<&&m8#BzE?UrJ_=rnJ+thZo2b(weXFn7M2oP$&@KTy>h?~tUGx-O}m?3lyn?+sq=Bm!<#$D9qC03cZa)6z=A8iF~i;Q0}8Re
zXr(pq@`oc^H6V?cd<=JQb+eC0?d01=mTpym?UujV?N)48VY}iA@3Il@)`7(*U@W~F
z_fEY1gP0XvnTX2SF6<`niA3yGNlVaoZ^HexDBDD_Bi*Uv3jmkgwR2Z}1iVGoM(jQ!
z$WBlOc}KZ8nCg{`MDCgaith358i{sHJ`r=3`@L^Qy7LFD#QK)|ckXuSvlIl=)8(Vk
z%8gjBxZm3->z!DyoaenL>!~MU9&x|--6(hJpru&PdJy-3Fs^QkPW2Y-Z>%7Iu*oUiy*Wvz{^R)}F4?u0nNpWwayC!4QwA==dL;~2dV`bQ5nlROH`OfxOUv?39qY~>(2VuA
z7xCI4=BnlltqY(9w+wSp9F(Weh2&wUqoH2%J{jw#%+J7jQr4bV_mW|@6tX3+;>M`;
z(Q{CW**9M1wI8F)IcuP^;YV+NihI1WjythaVQ*B#IR)(9=R&_AG^Cg!St
z{28dHXnar$-DVcntE0V$RIKM>y=Z_p3F|4vSl=)Jcf@@06R|C~atjCGIe2uN2CT0c
z;N6hw9vup-4~Vvtv`@^wj*KOe*`=trE#SfTWDGz;JulJA3ErTxm^)+djgQVAHYhTq
z_q6;IH#=*uK}+={`@d!zBRa24)4ogFKe339<&CC9IOSB}Hgv9>90
z+TPNPa<`{x5uSM!;WIdMvX_Kz8t)z$w*+HQ{V{khb~R)dPWJvi9_?EbJ18>g94~T$
zJ2tis3R!R9L0d8Y%9}pHof+E=*7zo#4i197?OG1
z!`|XFcTAjvU3tj}Jgx_M&`bALr@05kWdU{##bsoHXQz8FrMaWy@&QYsnS(AFJR#lt
zHqAY3NIhWc1VGUof!uocx8UYT&O|ppwiB`y`{Thok$sCd2;A{Q7h!!0rh+Bl-NIi=
z_dcEI&W&9Im@ySkTnY?%4~g;&tk;4U;O?2>h&pYOJ8{Sk!1lv%nMsrnrI(mqP9a2vl7)Lg?o6K_wfGiA*TLj
z48$q*NIY;ZUapwt{V~-YH#7|!DtYU&!ltm~BHq2Ogw*I(`LJvkM1oeh6e
zuxBi}6;*-82)?wxY5MV%1N!tKWCuH{1c!3wJ!ndlIC!@=HQk*T+XUABFdj*jLO$lL
zO?T%fBn?J8;mKgrvKQ_TOK7(%q56rElazVa10q!g}yPqhJn~8*o!8t{TE7
z2+ck?0(m{aJ!rbzSZW7M6pK%%;6KuCC)wh4SS%(t(8*y{8X!
z$H#6LRsdV;|y5;_h8jqy#s58)vxV;~K!W
zT#qLsWem7(itLuj-oBIFXs>;Sn;0821Y`6@Tz8XjH+r!Lxr<}-z|wB%-c=ziWlV(fC22AlL%yf^8EdcCz
zlsUtJXQn$Rwh^rPF1-9cUT(uUqX_9rH=)F42oe$=rEq-pz-)$HcV*mIInY>b_~-w*s@UgS6l(S0&mZ_~8U^TDm*IyEwxg
zHKY`hw61P@2-`J5>-OmkH)UiSWEH>R$y;gOS0Iy=726T%eRc@0)khrWPK}itO`E%M
zolWv}vp453cV65Eu;M6OT#%BUJi)v9FqEnVu+7D3zYHk{nk{yYp5j*L+VGZc@z
zN_h{T;2l24Jtz_1Z*peg8cCzH>(HLq4fbO6V{!`&m}3IMaS@T4RP5sXapRv(UBH2^jM<_i3Df_GoGJ29>cupQ8h
z4zB~wMxRQ|bW`K9lQ7&Z{&QD8mci>7^0G{KRBRbY8J-|*6-OU>pJd`1_0yTy$y*^v
z#}lPdQaa4SGu@eS$)mB0fGt8>1@QwAra2bOMb70m$&PinASG1}$xBDLY2Mv)QCfN7
zD{(!Zp+%1jUO}7h#AetS?63FX(NBpGn&8D9;ZFCCp68B;TM0?~{eSLSBlU3T1n-i0
z*v0AqyB@~{8fh_9n+dUP9>y)qb)C$A{JBdWG(s6-k8l^ntpMBJi6>=+-8SCacfNb%
z&>R%99)k7=oF~dab?kU?b7Wk6GUh&bs?@+Z1Jk@ivylB2kfe>lGmBC`|Hj>dOq|!O
z&B9Ee3X&cP8;X#%5sk!k~0>~I13LoilY(Z
zw8P>S$ne+_$O`3IQ;~h;-Fl=uDXt03nN9carCRr29qCStO+vpZ#uKTgXg7Of=DQ1q
ztODDSiIWuxxiD47f?MXh6Ji@7tHN~;qrb1{&rgt=z{g&koFniQq(uG58*>!STl2xH
zz-Dbw*{;b%yiyuDYo-=W~1|_qOx*N
zL`_J;Ka*k`{@A0@I0cYoorxsT?$9msSz`lI=F=&W!YlkGOhlJ@q_&2h)LQ8%Hows|+?xKmG`h4oe2@FYBRBuQQtf#re48)E;-
z`U>z|AIBr5`{V|zBAvW)bhDz!Af8n$iNucMWu9hQLy(zw#Rca)MrbOCVT^?3UaTkOrtN4Fq>|K)pN=Y{xvW`<_5>3%0xN
z4Fu~@oR0ef!Od81c`y*uAYT5CUvS5=>hFO9>$>QS+E&jx~0w$^6@@uhIlx+xGJ>crfuyv`Q7=%0c3Hf)zY
zhuE;&{#+nY3^qJ(w=3!ctr4boy%b0kg{p=?YoyU=v>F>;4P;lrL-lKcxg?><8|0>Ll!j;eU`Z
zEUW$#7}f;6Em)SIt94-6hQ1Rjem4-)ij^`f8>KU0S&wC-EO($e-U|dbAaLb-ftYe^
zH(*%o
zy#vdlErDT$Se9ei0{hx6=U3Knzyv1_UbxIc)=i9Rr>A0odsqgOvgB_JKG6Rt}1(8x*J+6k~&XXPxSHdv~1X
zemihiAee-^f9dJog3~eCUboCW!y9tCo8g^vx|@86$)ZfQY6I~_5l&+u3*jPyWf6gr
z2>LQb*%gR)y7t1!#9lKRW1Q-k8Qv$$+=-9Y>6Az7Vi|s4=Wtvl*YrumiQ=u
z*7!wU=ydmvO%s>9-w)jspYH}E!u|Ik?evn%+@P0ynHvn%tTt8XG;^8rBgPP<#H+~H
z*yY{lV9Z83*KRsjqA2@gz5E&raHug!mnF|xKf}VvH^iX@qz(h;TE{4}N!j>64}X5X
z0&Ks2_`P75{qCXv7#Pm(`sHXxa&#aK{5s&G9zic}0z0A~-UgP|51$K`+z*dJjp5|l
z!J;>1Vs*nNTLUWampmGRDbVwC7d+{eEcS4
zKzgvB-vKTi=I_3O${r<+Kpt|Eu_5U`{7GSsWdP~TlJ4gAG`s06$F3(?dy`yitd-j-
z)XVf$fM34T=wlbcWi*q9Ewv>c%1Eqo&E%}Z~FO>ILVXXe*Tv*9G{Ce`X4Z`_RaP1A%oFR;1b`lgPr5}
z6-6ke`<)JCzmQbJzJ!^wNjbi%9(`Benh2h1w{@@@%I)!b3=A%`3c9x+LIo7Sr2m`4
z!>O-L>DNDza_!7IDCM6TvVq4jko4G@_{*n(@3lWvZ0qn0g1bmb{0OTTxEykl6&%F+4J3eqfTn
z<(B#6k$2f*Xji(BavlF+?e6#87jD+YE6))T%Cq
zpuY?W@2>)#13yex+<_6xBfJYQcSna>Z^aIclzbbPrFMD3`8L2*
zBXyj^u#|z{&u53>QvLnup9?N02=o(jG{7Z*xPhR89-a>-1CBrNWnfaJ{qgL6_+P-J
z?fdGZ%dZ9OFF-B0>>hm$^_U^!z3gSe%`UG3>A5Pvs(g*qq{;Z-A72PABb`6MsbI2q__@@Oj1#+Y
z6W@_D!UOsWumuJ#Q@Py?443nyqp;S^lIg(G;F}yDbb;-}DaOiiPUg1GSZ+9yqTry8W^A^EWY1
z5Wa;ak|vUL7XDF4KzNfY{c=meBZO7PJgwyGLgg-u+xljkweS}s-ZZ`@wR`;v3|`~Yzm(f;3~==Yb`}~sl0c_EE4VF39!dV`
z?nVC>`Q?=FWzF}nznXF!G9-nZaFg@m7tq*9-CWM#m9zalTSD2bB)Nm^?sW!Bu5-3g
zI9kb6t3N)rheJaRVtWj{8?JY!hV%r$A8;Mw%l_$id^b8sj^9#_
ze4FGyEC1QbLuSwr4gVQMEYC3Fto2D%`f?N*4lIppAjNNonQE~IIetxyB0Uh`j3?k4fSq!Cp@#p8+U^0KdjQY7)mn8Ey
z*+t*2_I|$!lg(;3vgblc^oC{>6Ca9q_X({SWNXG>)2E=O$6rbSqT;-75a$d+f@k-C4jOMlZJ1)K`G
zpUeE@VDRBj+Ki4DCy4LJ6)2e-^buhDEEve{?dMm3OGozeZ3ry$#ta6~`NmS{ORf0%
zGhiVZpw6R#9)&LilVi*p@>y7yRLgC#kupowL5UG){qy9-o
z+j0DQQ!uVdEBX0!^lCXBIZDn+k!&1vt`?L?YNxLN2Ul=8DEj%I;L6m_g2e^#ve!ejbFAw9VaW{R5-&5r;>?YWqKTStxu#3(rdM}vlb$OV%tlh?LMzvCcrE2>e*Uz-4i!-7fgW*63Hvk?#Isih$eUHpk8(
zETc?sCHW1UIvYR-+5@>Q-9u6?w`G@?u^?2{slZlGx`S}vmMK8w~sE%{`2zvS1;L@^zdc3jdj^8`y
zSKBr7c3;}bR3TBBZ@ISKR)UT#RovDt{0q0W4o1CT^|caLBfMOB@bj<0q+-vt`XOf_
zHY7bo2igJT$SX(bFUV!+mn1u(gc|aq4S0k=q$S+Wu$$&OiR|!xE;B?qB^vRP*kinv
zONx?;QE7)@X$8If7I0~?V~l}4-x2-S@F&wmKbMDnM8AS(m90GD|BuTW@&;MTc)yE+
zgr{wZQn@^U%fq=`!euU(7jjw1H%t?NN1S;
zs4;F^ib>e3ED`0I+}0iKd~VBhKvE*@Pt*HPcLFBkuY`)yu9BYMw$8@#7J4__?cytL
zM_IY-m6EC!*bL}!8eclVaGj+kn=RY%WHr6iODK0kffu}6%iXCd*>kPj8eu)wZtDRj
z`#|sWa`)oEXt~mUNhqDs{~s+w&i|vpjEg?=|1<;AXaE1sK-u%QZxo`V-S&CJxIyf2
z!Jyob86MFvK<<$b^F~y-lSVf5^dr-a>Z0wDGVjMtr&hRY10n5hwv*Zak+`j*y}B=t
z=_zbqKG;duv3oZ`B>JxI4ZC3{5~ubJHq&;WS79VRo3-P0-IJB#A|4JO&HwF>Cpg*X
z>CA6;ef;S7ZGB5F(n!o`b$7Jdj30@)abJNIN8;W~ol#g&`^~)0-ZJxgRBb}-j
z`pM8}IsW+CNDL!!i9NT$yX--CdBm_a-n$RFQx_~+v%5>jc@~=ym<%Y_nf5ZHwr3Ms
zE=}SssC1`}N54_il~Bnsqj086(d#6Y4$tWtY$q0LF^misOoA9TF8$z`%EuaKTF890Lo9HA9*s?)PFH0
z579s$nN{xovcmV0K~@7=f8=`zIPfg0spOU{V+^uggkJ
ztSPc?y6CNt0hDW$_0(S>m&cJ*f2)i5;%LfSR!~QaW!Q^_Cmv^ko&?=)_U;6y$d}QF
z!|=!HXVtaVkIr>>8vVh}st^T?>&W-EO&gO}QIKn9254iS{<(%HIF-H({Vfa+fs6l~
z_11By)fU|Om;qFv8QMmJv`4I>>K}zH-%nm-;c+Te64+KF&<>LWA*xO{!{_CmR9ICG$*g
z>JeTLhUbGzhL+x7RpkpSl5RKpz1&hfJVyN$mw-tBFQ?>Z3X-PUEasSz59b!>eG;He
zE|ek7ina!~kTLIvLE}a%kPnAQIs&s&
zF<5eOuYvIA$z$ZHF{A>Fl#=GeS^c!*?e;ReaEi%ioMZJn$=``Xd0
z!VAu|yplYRJo!V*tL(ygg}kxF0(+3b=_F1_#ZT8-%jI^Oq~pm8@s5}Q8sH8JO4rfA
zNF8S@`F4&INpv(4-9!SUUTcAlAE%SIo?;znO_Y+$uhvM)vEv_}gr=aZuy2N9aRn@Z
znN%Uqs8CRo&H$Idtqh#U3|)-Fn((aaEJ$V_x*AO?yt%>x`4EPr&?gjR$PIct=i>3a+A{i2HG-k>aUT@?}rhMr^cagtIUQ%s&3;Evr%1VM0-!rt^_)gj$0&6i9Tmodtt1d{5cHvYS{a$XhaUqZT
zi%znN@+~S!9poi)*9B3H-Id1bfd8f`1M_|G=lxN*Sc{8Zy#?n*=&q=)xwt-uNHw2tIc4wBvn7e|?9
zt2d)Zjk6ieW!KOEHY5R
z^&=+Qj3y4@un?qVGz4-^3W4gH<$g5CpKBX2kq)Qj6TqeI^`RE6p;IS|MlVTpT4c
zz-9_AroM93Uq$^L)R&KdnEw9-4OE~8-_l^k2wQ?-cCT{MrisR2N4e@x1(yuXSZwt>
z?82!u`U%b&-|n|bcnG_nU+@AQ6^yhV^69A4IKpI^Tm%2k09C#K<`+TW-_Payc9Kzf
zjZ?;-o{7=95J<`N{Z84Ew2}t;z9&Xvlm1D4<;2cQ)Ytbw3n&#
zQXUU38LgUW2O_hxK$t?_xX5be(BM4!QLcV2qJC|Nfiqa*W*X?+R1H2Luk~fLm5w^(
ziD;w}cGA7g-CCRilB=J6z@-3FxEqIxDLIRR!m-v-H67haN6OXFedOv$`QOQP@~iwY
zaveX&L(WqwI7U_Nauc}erQ|xb`-%GPKKNZ%!0+w5^^0GZ!{d21y=eD
zwnHFouZ}cZ-;k>#~vG#oN(FxZ)Fh&*__rdw%bMztH**%hLl^W
zuUz$Cq<-6Et1knZi9dR#4WI%w*biK)u5*8DU=HUH7E)ii>aQo)
z6DZ~K>)BEOz22ex)|rSe0am8l0JV1E{F?^K)!=<_(bxB&)7VK5JJ<$LuKGuSi@v@u
zT}Z*>)X$#5%K~cf3=Q79$!p2%n<9a@7xQqQM#(45Q>HV~~K~5bZl@bPo}Q
zJ$a1bI5pIw(oX`p&XS3pL~s-=j&TF
zu=`&f4OE~OFVbLHmNi(yjK&>mGn6;if==!Qi@>D-dX}$#j;DST2MC?I6@#PvD4C8N
zwAe_4MVU50J^B0OK?cqxpKYoHx2~v9>|~OwzVi8o$2s{6`ILYPj-i2;O!*RWtqJ9)
zfy+g+4Y~GkTtvasVsJ5Noo@|vce;=I
z%2od%a=j#^{BinOahxSfDHs}>BWsvUQb6vE0++z`MK|Mv#3ApD4Wsb0aj8@
zedVhEAbChx91g2W5%|uGo;Peg?T-v$h=ZkAOf*un2
z%kB0myKox7Wdz*p8yQ=|@Q)0~n6LY1o9GeW#mBAb%Vp+HMuDNex*PjFK6`<9?E48M+k^u~(%*+{M#>S_PmA&`=_
zEwQS4RqR`E8Dewpk2ZoT?j4EqWwW;?tQGFWfSb0bpGpcYr@qz@amcxff(#m{qat$6
zkn$TDAm&0_m!+)I$fHC97tzU8e~|K%l-T7EaP&W1Q$E9jm6Ts@1h|Itoo!s@|0J(i
zX(O(n{$ew88H^u-W=_aYG(5pc_chu1yYrsE*;utl|Z-?P6^rN>C)z3%Z61X|n60Om>3rzgp
z8mXYe8M6UNMl%H;R0>0+%Dl*GUdw8g?pn#6_PODmlz@-F<
zTWz0c;C}x#dD4~a6XXZuB9`c9onk$d(a|mD;ug+?sL$~aH%4esxW+mvXTjsm1qDn>
z$u&bGz$HKuZ+Ny+U@utoa@D`v_(^b9_-Z2bWEjD-46Jul)zJ&&S~BJK3ddka?`tZ5
zi~4#jQ2s7B3J`MIc#x>2WVku6$3R4`2BXRKj;-=kaH)wI*VrmkKY7$wuKJfyzuoAg
z|7+VkLjx;Nb;o&*ys(IELeb0QdP`U>n#lEzt@3{xj%QzXZvxr>w)H0f|AvnA7Oy(`
z0bEMF;(D8*R0_^C*9{Wzn*@D3^qrA!1Azo6W`GPk^gFIO3GL;oKiKdD
zr^y$1Y#5$KKX?qmj6dqfnFfIb?%-#A%r62%`ZReF??P#l*|T5Vz__$;iQ~+5KG7=8#H=`(3sf=qBJKtq)ckVio!{p9%k*M-6eUSa@sqyb(d
z*Qa!pzfC_Yd;vZS!`ta6q>uHeqwi@@>2nlmPDJqhk&h2D9CN+Lv`Vd~A>_FAtFFz`
zo{nQSTy1!7`|nEweRNB$#xrn(FYxRzd@lXyEoAkRO|Ca!El2!gA&@qc-xQOSY5wDq
z2?MnG0>2uDZ)N~}6ohV^_vk;3Z|%oWFdB2k2$}!KFSA5vv8&A_vNuEOXq^~9zknGn
zW6i!nedVg(Yf3(?CecN&$aLG{4
zo0jWANPa_4^!2#~*^+d#;R#N6Z;jgc5AG>229MH_K1E|7{yhaQffHG!@f7?)eSHQ+
z^&`yO5|5nnCcE;1OH6#^^mIjb8E*^{@HPFu<3VZ|J{epxq#sI1qPukrtX!j9PyLwC
zKWx>lqU2i|==a#v;71zh_t_S)B~Cg~G%!D)AJspdT+fh{uP{8pNoK)%+P}ajP=gR1
z>8Y9W_0-Sy)zDpG`2F;wr*iZYa;j*s!sn40nr@nI4ucbb|Uf0L}AJjLzr~aW5ak4D|J|o!2
z;An7ZW93GOe>v307x4_z0(jI{uKM>SEhhUm5e%3Tu
zu7}+jW~5AT3VnSmyNCPc|Hm2u?szbO20n=f)jmfTgyEOck7h{y*dZEs*O}3t@i#;R
z9ZJ<;J-I%&to$YhuJ>i={xH0Xe)PFU^%Hs$0;xLZZCiD@9PqxTqgG#lKf~~-)5K-3
z9}TbBQS#-}-O^cBum?Y%0rWW^HOXfHd~eer-3vBRU%BeP
zNNyh`+im}Ql>&VxO$|1a>ocdy-!mMOOkV-M3d6snAAP3P_>uTOQ=nC(0pu4(rRwrO
zvnAVL7tRsOEbso@f++H9!R0DfhA%^RhT#?9h~FDP13zpGaMOtals^G(`pR}2QGPK_
z(s$H%$Sp;|sK4V!t6xvSAvoHKpRVsX|F2*PvT>!cixAZu&l4rv3=jcakLjAlPf$sJV
z;e18Gu#uJ*L|K!RGi4d)oaCEKPBa{oRr;~oc#V!+{U|>eTmo+xZT#bn!+;e%N&^a1
z-+78$pN>;O9UYY(U}v{U^z$F`ql0qf|<&tIY=&8Rwh4P2^p77LJ1!GUL6
zUXb3mhK>Z60wg0Y%HNw#*-g+(@j#;Cy#Z8q9`)0G1y~)1uLGBiRxzXa7>9uKLDg0oCp^m1b7eCk)rXY-IUD0qtc%88x26^JhZ+G((YXFR{sK)D+1
zWPqlbHo!^>W}jpItek3j7CYl=@|tOu>zf|WkUOF2R?rk>Jq6RX
zbjwAy0F9AG5^^%mvx4pmtss$AcO`lKk(TG%h0{bnjE))@VJ}SjBtX|325_xlA^EWL
zEN`ZtV#9I$fBX5CBvSAu1X6XiYy$ds{zFGA4zr4S<6*@4R$sa5k0I9#DIW(e8J&_1
zKT`jRwkn(pC|Gff4Ny&sN66zBTdwnf4)XG2Enmi(JNyD0Af1QLTKZW>p0&{GOJ6bV
z-$+3hyQjW?5PzX{w4II`>F5OVsuQgveOBxaa5+X4`;HO!7>*H;O-VOS<%K3bt3oN3
zkI_JLs-maKwT6`clU!>^c>}mqb-~#-qw<{|Nz=@Ji`#q0hOEG1d>H})G2q*)4u=J2
zBMr2MRR4DBFImc(V1UsVi3XmO))@>9QpvSOIsV}*L=@)yA+qbshkC6=EAleEtz^1pZYmMuvsM#52BkJbNff-M`sAwrHuW>ea|c?<
zZ`4=L@ejhw>|O5smG-!rySFtsg1q@^@?n;*1D6t%-(xehiUoKDTuQ9mYU8ax>c`(_
z^-V=WI4$%SYoG!(mDQT{qz0A-u*9^0g}G3Rn*7;cav{vwYPP<#@x_sTs?~H(7@YSv%U8W%HHXpDOW-oY
z`Q10edCl+yr^Z)+tzr0QhRbIG7=Zqrb_z5@%D)Gfj0VrKq>O^2ue4l04XyVD9tW2u
zQ%-fKmih%9wqPN3)I|e*8b%Fv(IERJYaqXdA?cjeHgFgBjx82DuYgNn)hBk|G(653
zx|q9*6@;As&_Erj!4`788KwMF!}0i?ud06v!+)or=3Mn)mw`31#Qa~M`%`fc0;%eZ
zGcC!aAjcT=a@9YX`fI2!KZYUc4(cnn)N$^ie(igxQR)9vIP}I}B`OJyb4B0%J~a%V
zY&cF-#L;ePI=DQt^?5m~n&MpL{Pr|TY4^X443Osw{6HA~h~XFyTKWdAp?;aqPh%MV
z)>S5c?_)Juh<9nw?sN2I82&%Q2RnL&`%j|aQtB&L{Q~Ou
z{IDhkZ%|*k>NkTU{$MBX$G-dVhjdi)v*mhuK4qPl;)O+DiD!o4hZ&Bi>gh)VXMsz>
z@bOAp|A~~`M+5z;r5Zd$1O3XS>PKHA8YsZ85vppIG2jwFKY^+G=TTod$3Hv~Ndx^>
zrW(9W1LYc}h1|YGt`t9tVR(X5;;W(W!|-21bfhnxtE)e0Q15dzq)0UI`i+k#8jgXB
zFR81aeaZD@bmim8L;8Nd3ifA!CSQQLVR$wj>GuHC&#~ar1j(FoRa0;!{p_&*d-uPM
zeFf^rxt#&@!vZQOXMic@EEylmq2L4Z7B|w6MdW*5D=T=U<8Qkk3lM)|zXF{18{Ydm
zJ^eTbgG#46F98mod>Zh%=WC;aZh0FYZ4F&ZSj9za8wDQXcI-=bNE+t6q
zQv%0%CJcYhaLfU5d2jdhGP!&hrMLc}(L{mfRE_=(E+w9Yi%60>19my^I?L<+w7Xx9
z#m*vd*)5e5J13Cqryam;{8J%t&BxBIYBDV<7+__jZObb1?Zy!XB415(h2gsl@2zRN
zaol1PKfx*YIT}?gDtq#=hU0b}n?@a_k?V(1luskqrc^$Y{%b`Ctc8B4SHzK~|$o~9A
z@2i+s+$eUvT)nL|JOPi-_YH7s7=9ul;PSN#j9-_4(ZnWgRj8U-_WGl;kIoC!DC0QGy@jJ9#;
zJ)69ojx?i>k++g3GxC6qvJ&Tv>wEg`gkp^#!I|Q#(v&cKqT#rg!wk{Clg{B{horFJzT|
zN&_oUb;tRV+qqcoGey}U$-z-WvJ0@3?E5Idi!xXDnBypwv|3N{`WGjeg
zhW;cE?rV8wv~@MTM3%S~L~be0BfuqqlW)mp3N}(-x$55zj`#^qmapv}F$R0`8gL1a
zooX|b#98+j44_;C?4bUN@m61cn@-Ycw^%>3CPmu*U%(Ro0|F_T8pxKUdU6<8!2hq1
zYt5(Vj<^KVf0%T3KerDYO&
z{m}LUtw9z`_AeSJSA#cbkT%omH?jy(rJ^y|QLg%XflG#V9BlPhQLv2qO#QBHwvoXNPMFIUg-QWRyQ#+o!O*#dq++{P=M1A>zV@YM;
z(ixS@mZbX($0J+5j6QRhDgT~==NKR-$9j(EaXtEOafd4xJJB(
zj4oSh^+Ofh@6Vxu3e;dF4N~*0K`Tq}0(s4USTY&}?va%QXNIo;d-u;nP7(x?qwZ5}
zfa;+2RA~%)IsH42QQx`1>hlL5oWt(5ei|>aJT1jqTti-Uw&j^D@C)GRe;7)AIsK0j
z?8&znj@xW>q#62@0W#S3RTRv)&t|Co92;04C%PG2n#SC
z^k9YcpTp;Gn(4oz0`VnqLzxXcg@U>FTZ0|)L!y${=?ck{E39HW#m(eZ_gE0aHooKm
z>nC`Z)o(D)@Z%rK|IYb;ev*}ZLqWmctfLtWJn=#6sBW_5g#)erh2$0cFmRmZmE@Ii
zmUr)E`M2anzeO5QrR_hh(gvv9Y6XRM;Z&2Sequq#FzaY5`HpfMpx$C<%-^k_+WRcm
znme65_kPP~v0$O04_Sk<2l_fXnY^^p^6mjP!d>LUezF;=X5gU@TR$y)V7QXJfxJsT
zc8`Q%!=!cCP0;iqr?$ch)X}U*tfM6~P)8qUmml(@NuiJ
ze54742Nu@2(A4_J>i&HM^n%3YB(8>nBs)+*|u;sf%;UDnSq
z>7)`r>2Vui=_^*SXoU52J^7B?E!StcJ_MHmM7h<*>wDBsshVVgOHC}j-Ih#`at|`VW?z6!Vfc&mk0#r#{t@L>8g%#^{WlD6
z1D6b?-EC_~A7Y7pQnK93wE%k?jtdlPwI&#U;vNEPl1@iDa;c+(!6k6pZMG)1P_Ul7
zuGI1h^7rXS2QKx~8loWhcUuA#Y@?$F?q+&DAf?6zPFigPlyN^^OTM|w`q8HO7kT&9
zY%=L|NP(xUpHOX)6+q9VObS+9Yk3>_8uG05mT#b=XUKQ_Yy)ej`<1-8*y^LYOq%z!
z4P0}T;UTA+0scur?HX&KeCRWxfTz`a+RPeE2*am>OVbp*Y%|nK{}o4_T&l7HC%QEYjYaC!dUFF2l#bUaW;r+`b~
zSqIq~D&zHlTgj^@Szb?r56DYnE!XP`dvCISN{)@P<6i~aW&s8H8P*^kY?GL-1%x
z|IST@$2p_yFQq7UO6g~%&wthPX8*@2l~3>_1L$E_Jv|F9C2RcEw!NNa|4d%~yXEY|
zPAb|$^t*nsJfDtkAkPcY(J~5tr=XMuE65Lc(K?#K0P5&=aH+Wsz5+ZFhSwO58yFl{
zddA;P6zG7%xXz2@x_>Kwm0UBbd^5S0SowS8c`Pt_$k|GPR;e0%1};@MC15+tX7=`d
zUJ?yl=l7L(S{OdlaC`xoBcu91%y2yaqjND8WYIvYTKPh9ZDZxf8y@Fm`#RkzhU4Sv3
z|1rcC_TBwb!tjZP<20L	C5%gZ#%=b2;G1mZXClY(@(&uz`m$%%u$`K28>Wfv<&u
zWXR7q7>@m((`wO@bX$Y`#|aFl;j$&^t_B-;L!J$+^Mg;wYtIk$R)rWOy)6IZoOgX~
zxu4;<7tA46v?NU;*AdWC{N6ITo-Zh$1ujk2ex8k6Y3d)+n~g!7Gw67Bb6VU%M>^)K
zqkE{o=7hfbmDJZER`nkv*CAPX=xGQfM=czy%PHCTFInm3YH&Nb9wU^OgNvVZmP{ug
zZPYK(V+Resvic#X>qJ`>o$M52Ul9%b>Xxrh92ACU7>);wa5URJ9RY4KbiCzFkyd&o
z_0tX4`iJal3N%CNteB2=EVGXCc_#E0^_8psyVPH{!s=HBtYl=P&5(1h<>|sD{%H_M
ziI@3Gd`TF7x#2jxGJsf1x{6!_Sn4=Mk%1VNh@2jDs!tlk0;|eGJ(2a8<
zxt^qQ{KLyHbX4REkROI$K}UL>Km)8L*OOG`*OKeBUHOI(1C;p!SA^jY(~-`S)zK5=
zoK`D#{z0xMqbjH;59x`43SNOg+H4ljY;-<9;5E^}$K-t(-6srBF&q!4^87;mPbBC0
zMQ{73Lm+{hZ?K&uFKA89r-7b$sH1%Ho)ZiTu24=ts=wCoIH#r0h>7^u(m+eB1{=ur
z98dXeh9@|6zM6PA41a=t^qf%r{6n~0|JT!L71To@H4%S@tqDEHOMKn(D$jDA11@P2
zOMHIIm!Z5c{1U^h|K9qCi_2-S!{_LRF#Hxe(hO+<%EQD$jsFk@J=gna
z@i@5DM0&j~af@9zUm1OTNXVDbKf>^cH^d>Xn3U52{SSP@#K$#VUN|Io;*9|=6kP2p
zGRxF3d@=*{Ty~??bZ{v^@JSn3FIKOlpBW)vfI=1c_;nh9SIab48>ye|(|;fge}sPY
zI$%%x*U(^v&rxF-{uUkSbwkb2yX1QLPWgZ7r>L+0kn_L(1x_a&>4ige^au6J`Z{vr
z-V_a7%<}Q!hT|Yq*|+US8;<$E-tE!=sSrq;weiBCP8z>tfLdRG-^1|0TjFuBqZc66
zf6#Dz##j9G)IX$2y9-ns%l+s`Go+$P)DN!f+ezny;YZSsc1H1I;xB?gO1!z&R#6%K
z-An`J8u$+CuXx_-Z>C_2(NA#Fd>PsihX3@IiI4mJbff`(XJFm$l?M<>G8*-=4LmGp
zC0Qm1y$`;W%Yu01f;LdCOZiu<}32
z^-fDq`$xTPOSYle8t6r(v%sYjDOX45Q@@0_-;ybKiu%e`zm8mQQYjC;M1kJNQ^9NG
zdPh_F+vIvjQ+W%xG)?<^wg8;+IV0Z@jb5($$>7k(`@dVPK?ZB;A}er~er$ox0iPr<
zZMD3So_=Hi^`ilPGaPS1_?mL?zePj&Zu{RbBfvnx0P1KTa4A_D@9S&eGpMf_RsD0x
zRbTl<w7}V
zSJ6)>kB;;j?FTeat_B~|ppE)Dtckhri3X0AT2vZjgG)x!zq18PBL5rp$$Q(skOqrr
z&_RPX8Ym}rz9QG3303|b{S;qriGJ22twpx+swcUXBK|ZZz{#br6CDwTFQ6m+9a8Ja
zagGC*5_hmF&HX(HZ=}9*)xTA^T>mff1%AjF?8zUeBmD(ebyN#3fvY-fRk!gdxA*&^
z(aTjo3EcFd)ja-JP;!|uz!b`tq4i<-O$-nPN4uv|1}Of?W~hO};0LmTCLqU#ZT~nU
zz{BCb!25;alfb0}*_}2(Ej#1s44|BGofY)6-RHmH0}~$?lYN2^19bn~xA)dCfN~A6
ziTa7ZSp8fI{zZM|s{aP{3qmv)MoHj9S;1W@ay1BoONlp-Z)O`GPJQL7Ki_a%eD)RW
zR3Goz|ITE9O15PTJ>AFv$~C~P)L;6WEis?Sa1yqN22N_pRez-6xW;@o+|_LZ#M9Hw44_;C+(G@|pH{zNl9hZzedVhEgVD$QziEO!Eb1N2v;Qk9m>~4c
zsdGgbzSi(wKN{d#a4Eo&N!EXTq?LR{Kk?W4=Kp`}E>JI6Mr@UhUPme#2rdEQr`iB|
zEchGsm8*Us^)sp80D)=$k7%F*HTc|c{DOhxbhq?N82%>%IMZx~^s(MUJ`!Ub@5$9w
z=0_%ef|KbBu*4Yb$xovr{i2yVI*a^*B(gQ*^r|PJP24y}+WnuVz;L-#&
z)2*Kpw($=Ppj`cTQ9qNvADE~6-@I0tqm6QczGuAd2ba!R@5|6X!ti>-2Rj--1HVG9
zKU}Ch^dze=u=t21x|8|+{5TDi
z6Far!`h&#EpC{KZ9V`Er;Uk<`rM!7W!5bk8a(sej@_Zlvki5jlKQTPcNnT?6ga-bC
z`c*#t9ps?~pWr77w)pt(A%_Mf0^(Q
zs;c)|eu(;CK)<*Ck(u>0$o3iBM1#l^`*yBU
z>gW3O@237fKK%#CNB43Y{}Bo%_X