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diff --git a/warehouse/metrics_mesh/config.py b/warehouse/metrics_mesh/config.py index a3a327f7..1badb602 100644 --- a/warehouse/metrics_mesh/config.py +++ b/warehouse/metrics_mesh/config.py @@ -14,6 +14,16 @@ dotenv.load_dotenv() + +def pool_manager_factory(config: ClickhouseConnectionConfig): + from clickhouse_connect.driver import httputil + + return httputil.get_pool_manager( + num_pools=config.concurrent_tasks, + max_size=config.concurrent_tasks, + ) + + config = Config( model_defaults=ModelDefaultsConfig(dialect="clickhouse", start="2024-08-01"), gateways={ @@ -32,8 +42,14 @@ password=os.environ.get("SQLMESH_CLICKHOUSE_PASSWORD", ""), port=int(os.environ.get("SQLMESH_CLICKHOUSE_PORT", "443")), concurrent_tasks=int( - os.environ.get("SQLMESH_CLICKHOUSE_CONCURRENT_TASKS", "8") + os.environ.get("SQLMESH_CLICKHOUSE_CONCURRENT_TASKS", "16") ), + send_receive_timeout=1800, + connection_settings={"allow_nondeterministic_mutations": 1}, + connection_pool_options={ + "maxsize": 24, + "retries": 3, + }, ), state_connection=GCPPostgresConnectionConfig( instance_connection_string=os.environ.get( diff --git a/warehouse/metrics_mesh/macros/time_aggregation_bucket.py b/warehouse/metrics_mesh/macros/time_aggregation_bucket.py index 4e651beb..a0252157 100644 --- a/warehouse/metrics_mesh/macros/time_aggregation_bucket.py +++ b/warehouse/metrics_mesh/macros/time_aggregation_bucket.py @@ -1,11 +1,11 @@ +from sqlglot import expressions as exp from sqlmesh import macro from sqlmesh.core.macros import MacroEvaluator -from sqlglot import expressions as exp @macro() def time_aggregation_bucket( - evaluator: MacroEvaluator, timeExp: exp.Expression, rollup: str + evaluator: MacroEvaluator, time_exp: exp.Expression, rollup: str ): from sqlmesh.core.dialect import parse_one @@ -25,7 +25,7 @@ def time_aggregation_bucket( unit=exp.Var(this=rollup_to_interval[rollup]), ), exp.Cast( - this=timeExp, + this=time_exp, to=exp.DataType(this=exp.DataType.Type.DATE, nested=False), ), ], @@ -38,6 +38,6 @@ def time_aggregation_bucket( return exp.Anonymous( this=rollup_to_clickhouse_function[rollup], expressions=[ - timeExp, + time_exp, ], ) diff --git a/warehouse/metrics_mesh/macros/to_unix_timestamp.py b/warehouse/metrics_mesh/macros/to_unix_timestamp.py new file mode 100644 index 00000000..342a041c --- /dev/null +++ b/warehouse/metrics_mesh/macros/to_unix_timestamp.py @@ -0,0 +1,28 @@ +from sqlglot import expressions as exp +from sqlmesh import macro +from sqlmesh.core.macros import MacroEvaluator + + +@macro() +def str_to_unix_timestamp( + evaluator: MacroEvaluator, + time_exp: exp.Expression, +): + from sqlmesh.core.dialect import parse_one + + if evaluator.runtime_stage in ["loading", "creating"]: + return parse_one("1::Uint32", dialect="clickhouse") + + if evaluator.engine_adapter.dialect == "duckdb": + return exp.TimeToUnix( + this=exp.StrToTime( + this=time_exp, + format=exp.Array( + expressions=[exp.Literal(this="%Y-%m-%d", is_string=True)] + ), + ) + ) + return exp.Anonymous( + this="toUnixTimestamp", + expressions=[time_exp], + ) diff --git a/warehouse/metrics_mesh/models/events_daily_to_artifact.sql b/warehouse/metrics_mesh/models/events_daily_to_artifact.sql index 515dc46b..fea26bc3 100644 --- a/warehouse/metrics_mesh/models/events_daily_to_artifact.sql +++ b/warehouse/metrics_mesh/models/events_daily_to_artifact.sql @@ -2,11 +2,12 @@ MODEL ( name metrics.events_daily_to_artifact, kind INCREMENTAL_BY_TIME_RANGE ( time_column bucket_day, - batch_size 30 + batch_size 90 ), start '2015-01-01', cron '@daily', dialect 'clickhouse', + partitioned_by (event_type, DATE_TRUNC('MONTH', bucket_day)), grain ( bucket_day, event_type, @@ -20,8 +21,20 @@ MODEL ( event_type String, from_artifact_id String, to_artifact_id String, + _sign Int8, + _version UInt32, amount Float64 - ) + ), + physical_properties ( + ORDER_BY = ( + event_type, + event_source, + from_artifact_id, + to_artifact_id, + bucket_day + ), + ), + storage_format "VersionedCollapsingMergeTree(_sign, _version)", ); WITH events AS ( SELECT DISTINCT from_artifact_id, @@ -38,6 +51,8 @@ SELECT from_artifact_id, event_source, event_type, DATE_TRUNC('DAY', time::DATE) AS bucket_day, + 1 as _sign, + @str_to_unix_timestamp(@execution_ds) as _version, SUM(amount) AS amount FROM events GROUP BY from_artifact_id, diff --git a/warehouse/metrics_tools/lib/factories/factory.py b/warehouse/metrics_tools/lib/factories/factory.py index 0cb18c56..67e9a034 100644 --- a/warehouse/metrics_tools/lib/factories/factory.py +++ b/warehouse/metrics_tools/lib/factories/factory.py @@ -125,6 +125,7 @@ def generate_models_from_query( "name": ModelKindName.INCREMENTAL_BY_TIME_RANGE, "time_column": "metrics_sample_date", "batch_size": 1, + "batch_concurrency": 1, }, dialect="clickhouse", columns=columns, @@ -349,3 +350,4 @@ def timeseries_metrics( # raise Exception("no queries generated from the evaluated queries") # top_level_select = top_level_select.with_(f"all_{cte_suffix}", union_cte) # return top_level_select +# return top_level_select