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feat: Add a debug table for clickhouse_events_json (#23377)
Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Juraj Majerik <[email protected]>
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posthog/clickhouse/migrations/0067_event_kafka_debug_table.py
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from posthog.clickhouse.client.migration_tools import run_sql_with_exceptions | ||
from posthog.kafka_client.topics import KAFKA_EVENTS_JSON | ||
from posthog.models.kafka_debug.sql import ( | ||
KafkaDebugKafkaTable, | ||
KafkaDebugTable, | ||
KafkaDebugMaterializedView, | ||
) | ||
from posthog.settings.data_stores import KAFKA_HOSTS | ||
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debug_table = KafkaDebugTable(topic=KAFKA_EVENTS_JSON) | ||
kafka_table = KafkaDebugKafkaTable(brokers=KAFKA_HOSTS, topic=KAFKA_EVENTS_JSON) | ||
materialized_view = KafkaDebugMaterializedView(to_table=debug_table, from_table=kafka_table) | ||
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operations = [ | ||
run_sql_with_exceptions(debug_table.get_create_table_sql()), | ||
run_sql_with_exceptions(kafka_table.get_create_table_sql()), | ||
run_sql_with_exceptions(materialized_view.get_create_view_sql()), | ||
] |
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from dataclasses import dataclass | ||
from posthog.clickhouse.kafka_engine import kafka_engine | ||
from posthog.clickhouse.table_engines import MergeTreeEngine | ||
from posthog.settings import CLICKHOUSE_CLUSTER, CLICKHOUSE_DATABASE | ||
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@dataclass | ||
class KafkaDebugKafkaTable: | ||
brokers: list[str] | ||
topic: str | ||
consumer_group: str = "debug" | ||
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@property | ||
def table_name(self) -> str: | ||
return f"kafka_{self.topic}_debug" | ||
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def get_create_table_sql(self) -> str: | ||
return f""" | ||
CREATE TABLE IF NOT EXISTS `{CLICKHOUSE_DATABASE}`.{self.table_name} ON CLUSTER '{CLICKHOUSE_CLUSTER}' | ||
( | ||
payload String | ||
) | ||
ENGINE={kafka_engine(kafka_host=",".join(self.brokers), topic=self.topic, group=self.consumer_group)} | ||
SETTINGS input_format_values_interpret_expressions=0, kafka_handle_error_mode='stream' | ||
""" | ||
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def get_drop_table_sql(self) -> str: | ||
return f""" | ||
DROP TABLE IF EXISTS `{CLICKHOUSE_DATABASE}`.{self.table_name} ON CLUSTER '{CLICKHOUSE_CLUSTER}' | ||
""" | ||
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@dataclass | ||
class KafkaDebugTable: | ||
topic: str | ||
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@property | ||
def table_name(self) -> str: | ||
return f"{self.topic}_debug" | ||
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def get_create_table_sql(self) -> str: | ||
engine = MergeTreeEngine(self.table_name) | ||
return f""" | ||
CREATE TABLE IF NOT EXISTS `{CLICKHOUSE_DATABASE}`.{self.table_name} ON CLUSTER '{CLICKHOUSE_CLUSTER}' ( | ||
payload String, | ||
_timestamp DateTime, | ||
_timestamp_ms Nullable(DateTime64(3)), | ||
_partition UInt64, | ||
_offset UInt64, | ||
_error String, | ||
_raw_message String | ||
) | ||
ENGINE = {engine} | ||
PARTITION BY toStartOfHour(_timestamp) | ||
ORDER BY (_partition, _offset) | ||
TTL _timestamp + INTERVAL 14 DAY | ||
""" | ||
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@dataclass | ||
class KafkaDebugMaterializedView: | ||
to_table: KafkaDebugTable | ||
from_table: KafkaDebugKafkaTable | ||
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@property | ||
def view_name(self) -> str: | ||
return f"{self.to_table.table_name}_mv" | ||
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def get_create_view_sql(self) -> str: | ||
return f""" | ||
CREATE MATERIALIZED VIEW IF NOT EXISTS `{CLICKHOUSE_DATABASE}`.{self.view_name} ON CLUSTER '{CLICKHOUSE_CLUSTER}' TO {self.to_table.table_name} | ||
AS SELECT | ||
payload, | ||
_timestamp, | ||
_timestamp_ms, | ||
_partition, | ||
_offset, | ||
_error, | ||
_raw_message | ||
FROM `{CLICKHOUSE_DATABASE}`.{self.from_table.table_name} | ||
""" | ||
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def get_drop_view_sql(self) -> str: | ||
return f""" | ||
DROP TABLE IF EXISTS `{CLICKHOUSE_DATABASE}`.{self.view_name} ON CLUSTER '{CLICKHOUSE_CLUSTER}' SYNC | ||
""" |