added standard value sources to nyc_taxis (#368)

Signed-off-by: Peter Alfonsi <[email protected]>
Co-authored-by: Peter Alfonsi <[email protected]>

nyc_taxis/workload.py

@@ -1,5 +1,66 @@
+import random
+import datetime
+
 async def delete_snapshot(opensearch, params):
     await opensearch.snapshot.delete(repository=params["repository"], snapshot=params["snapshot"])
 
+# Common helper functions
+def random_money_values(max_value):
+    gte_cents = random.randrange(0, max_value*100)
+    lte_cents = random.randrange(gte_cents, max_value*100)
+    return {
+        "gte":gte_cents/100,
+        "lte":lte_cents/100
+    }
+
+def random_dates(min_value, max_value, format_string, opensearch_query_format):
+    # arguments are datetime objects
+    min_timestamp = datetime.datetime.timestamp(min_value)
+    max_timestamp = datetime.datetime.timestamp(max_value)
+    diff = max_timestamp - min_timestamp
+    gte_fraction = random.uniform(0, 1)
+    lte_fraction = random.uniform(gte_fraction, 1.0)
+
+    gte_date = datetime.datetime.fromtimestamp(min_timestamp + int(gte_fraction * diff))
+    lte_date = datetime.datetime.fromtimestamp(min_timestamp + int(lte_fraction * diff))
+    return {
+        "gte":gte_date.strftime(format_string),
+        "lte":lte_date.strftime(format_string),
+        "format":opensearch_query_format
+    }
+
+# Standard value sources for our operations
+start_date = datetime.datetime(2015, 1, 1)
+end_date = datetime.datetime(2015, 1, 15)
+
+def total_amount_source():
+    return random_money_values(111.98)
+
+def date_source_with_hours():
+    return random_dates(start_date, end_date, format_string="%Y-%m-%d %H:%M:%S", opensearch_query_format="yyyy-MM-dd HH:mm:ss")
+
+def date_source_without_hours():
+    return random_dates(start_date, end_date, format_string="%d/%m/%Y", opensearch_query_format="dd/MM/yyyy")
+
+def trip_distance_source():
+    gte = random.randint(0, 10)
+    lte = random.randint(gte, 20)
+    return {"gte":gte, "lte":lte}
+
 def register(registry):
+    # Register standard value sources for range queries defined in operations/default.json. 
+    # These are only used if --randomization-enabled is present. 
+    registry.register_standard_value_source("range", "total_amount", total_amount_source)
+    registry.register_standard_value_source("distance_amount_agg", "trip_distance", trip_distance_source)
+    registry.register_standard_value_source("autohisto_agg", "dropoff_datetime", date_source_without_hours)
+    registry.register_standard_value_source("date_histogram_agg", "dropoff_datetime", date_source_without_hours)
+    registry.register_standard_value_source("date_histogram_calendar_interval", "dropoff_datetime", date_source_with_hours)
+    registry.register_standard_value_source("date_histogram_calendar_interval_with_tz", "dropoff_datetime", date_source_with_hours)
+    registry.register_standard_value_source("date_histogram_fixed_interval", "dropoff_datetime", date_source_with_hours)
+    registry.register_standard_value_source("date_histogram_fixed_interval_with_tz", "dropoff_datetime", date_source_with_hours)
+    registry.register_standard_value_source("date_histogram_fixed_interval_with_metrics", "dropoff_datetime", date_source_with_hours)
+    registry.register_standard_value_source("auto_date_histogram", "dropoff_datetime", date_source_with_hours)
+    registry.register_standard_value_source("auto_date_histogram_with_tz", "dropoff_datetime", date_source_with_hours)
+    registry.register_standard_value_source("auto_date_histogram_with_metrics", "dropoff_datetime", date_source_with_hours)
+
     registry.register_runner("delete-snapshot", delete_snapshot, async_runner=True)