From 38ffe13a3b3be16a155bd00bd41972f88a484a49 Mon Sep 17 00:00:00 2001 From: "Reuven V. Gonzales" Date: Mon, 16 Sep 2024 17:24:21 +0000 Subject: [PATCH 1/9] Attempt to partition and set sorting keys --- .../metrics_mesh/models/events_daily_to_artifact.sql | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/warehouse/metrics_mesh/models/events_daily_to_artifact.sql b/warehouse/metrics_mesh/models/events_daily_to_artifact.sql index 515dc46b..4636a187 100644 --- a/warehouse/metrics_mesh/models/events_daily_to_artifact.sql +++ b/warehouse/metrics_mesh/models/events_daily_to_artifact.sql @@ -7,6 +7,7 @@ MODEL ( start '2015-01-01', cron '@daily', dialect 'clickhouse', + partitioned_by (event_type, DATE_TRUNC('MONTH', bucket_day)), grain ( bucket_day, event_type, @@ -21,6 +22,15 @@ MODEL ( from_artifact_id String, to_artifact_id String, amount Float64 + ), + physical_properties ( + ORDER_BY = ( + event_type, + event_source, + from_artifact_id, + to_artifact_id, + bucket_day + ) ) ); WITH events AS ( From 74d957c5a45187699c0643904285eb811ed2f2ad Mon Sep 17 00:00:00 2001 From: "Reuven V. Gonzales" Date: Thu, 19 Sep 2024 16:52:52 +0000 Subject: [PATCH 2/9] Update batch size and storage format to different tree --- .../metrics_mesh/models/events_daily_to_artifact.sql | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/warehouse/metrics_mesh/models/events_daily_to_artifact.sql b/warehouse/metrics_mesh/models/events_daily_to_artifact.sql index 4636a187..fea26bc3 100644 --- a/warehouse/metrics_mesh/models/events_daily_to_artifact.sql +++ b/warehouse/metrics_mesh/models/events_daily_to_artifact.sql @@ -2,7 +2,7 @@ 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', @@ -21,6 +21,8 @@ MODEL ( event_type String, from_artifact_id String, to_artifact_id String, + _sign Int8, + _version UInt32, amount Float64 ), physical_properties ( @@ -30,8 +32,9 @@ MODEL ( from_artifact_id, to_artifact_id, bucket_day - ) - ) + ), + ), + storage_format "VersionedCollapsingMergeTree(_sign, _version)", ); WITH events AS ( SELECT DISTINCT from_artifact_id, @@ -48,6 +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, From 29eb83f3a20ffd3b8dae39f1e98b6244a6d22060 Mon Sep 17 00:00:00 2001 From: "Reuven V. Gonzales" Date: Thu, 19 Sep 2024 16:53:39 +0000 Subject: [PATCH 3/9] more engine tools --- .../metrics_mesh/macros/to_unix_timestamp.py | 28 +++++++++++++++++++ 1 file changed, 28 insertions(+) create mode 100644 warehouse/metrics_mesh/macros/to_unix_timestamp.py 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], + ) From 46dc4ed494ea03ae391ecd717b4487fc6e791e12 Mon Sep 17 00:00:00 2001 From: "Reuven V. Gonzales" Date: Thu, 19 Sep 2024 16:53:51 +0000 Subject: [PATCH 4/9] update deps --- poetry.lock | 84 ++++++++++++++++++++++++++++++++++++++++---------- pyproject.toml | 4 +-- 2 files changed, 69 insertions(+), 19 deletions(-) diff --git a/poetry.lock b/poetry.lock index d58d7dcd..7dfdd4c8 100644 --- a/poetry.lock +++ b/poetry.lock @@ -3487,7 +3487,7 @@ files = [ {file = "msgpack-1.0.8-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:5fbb160554e319f7b22ecf530a80a3ff496d38e8e07ae763b9e82fadfe96f273"}, {file = "msgpack-1.0.8-cp39-cp39-win32.whl", hash = "sha256:f9af38a89b6a5c04b7d18c492c8ccf2aee7048aff1ce8437c4683bb5a1df893d"}, {file = "msgpack-1.0.8-cp39-cp39-win_amd64.whl", hash = "sha256:ed59dd52075f8fc91da6053b12e8c89e37aa043f8986efd89e61fae69dc1b011"}, - {file = "msgpack-1.0.8.tar.gz", hash = "sha256:95c02b0e27e706e48d0e5426d1710ca78e0f0628d6e89d5b5a5b91a5f12274f3"}, + {file = "msgpack-1.0.8-py3-none-any.whl", hash = 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"*" duckdb = "!=0.10.3" @@ -5909,8 +5961,8 @@ mssql = ["pymssql"] mwaa = ["boto3"] mysql = ["mysql-connector-python"] postgres = ["psycopg2"] -redshift = ["redshift_connector"] -slack = ["slack_sdk"] +redshift = ["redshift-connector"] +slack = ["slack-sdk"] snowflake = ["cryptography (>=42.0.4,<42.1.0)", "snowflake-connector-python[pandas,secure-local-storage]", "snowflake-snowpark-python"] trino = ["trino"] web = ["fastapi (==0.110.2)", "pyarrow", "sse-starlette (>=0.2.2)", "uvicorn[standard] (==0.22.0)", "watchfiles (>=0.19.0)"] @@ -5918,8 +5970,8 @@ web = ["fastapi (==0.110.2)", "pyarrow", "sse-starlette (>=0.2.2)", "uvicorn[sta [package.source] type = "git" url = "https://github.com/opensource-observer/sqlmesh.git" -reference = "HEAD" -resolved_reference = "aedc65cefce95170a5f1831065c6ca70a2e1246c" +reference = "test-clickhouse-engine-updates" +resolved_reference = "e185bbb51d74f9b10d77bb50b82a074acee59756" [[package]] name = "sqlparse" @@ -6935,4 +6987,4 @@ cffi = ["cffi (>=1.11)"] [metadata] lock-version = "2.0" python-versions = "^3.12,<3.13" -content-hash = "0ec6e27ef35a2a0975c40343079f6a9ccba1a0683f93ae680a82c9561a46150d" +content-hash = "3955de56cf5e673daf85cf5f0e1a3b8f063b6db416f930c8777c92463b3a2e9a" diff --git a/pyproject.toml b/pyproject.toml index 9b0269e2..d95a9c5b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -54,9 +54,7 @@ sqlalchemy = "^2.0.25" textual = "^0.52.1" redis = "^5.0.7" githubkit = "^0.11.6" -sqlmesh = { git = "https://github.com/opensource-observer/sqlmesh.git", extras = [ - "gcppostgres", -] } +sqlmesh = {git = "https://github.com/opensource-observer/sqlmesh.git", rev = "test-clickhouse-engine-updates"} dagster-duckdb = "^0.24.0" dagster-duckdb-polars = "^0.24.0" google-cloud-bigquery-storage = "^2.25.0" From da3a364b5b024680164c75de599b72aa8b0daa5e Mon Sep 17 00:00:00 2001 From: "Reuven V. Gonzales" Date: Thu, 19 Sep 2024 16:54:08 +0000 Subject: [PATCH 5/9] sqlmesh settings tests --- warehouse/metrics_mesh/config.py | 18 +++++++++++++++++- 1 file changed, 17 insertions(+), 1 deletion(-) 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( From 1b4444b971f5f42e8f4421ac7244cc861e9982ec Mon Sep 17 00:00:00 2001 From: "Reuven V. Gonzales" Date: Thu, 19 Sep 2024 16:54:27 +0000 Subject: [PATCH 6/9] camel case refactor --- warehouse/metrics_mesh/macros/time_aggregation_bucket.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) 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, ], ) From 53f3db12993864c005b3b05be9111e94cbfc89b9 Mon Sep 17 00:00:00 2001 From: "Reuven V. Gonzales" Date: Thu, 19 Sep 2024 16:55:39 +0000 Subject: [PATCH 7/9] ensure we can run many different metrics at once --- warehouse/metrics_tools/lib/factories/factory.py | 2 ++ 1 file changed, 2 insertions(+) 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 From 543bf123969860ddbcf6f25f451c5a378eb94817 Mon Sep 17 00:00:00 2001 From: "Reuven V. Gonzales" Date: Thu, 19 Sep 2024 18:34:56 +0000 Subject: [PATCH 8/9] update deps again --- poetry.lock | 1257 ++++++++++++++++++++++++------------------------ pyproject.toml | 4 +- 2 files changed, 625 insertions(+), 636 deletions(-) diff --git a/poetry.lock b/poetry.lock index 7dfdd4c8..5e3e4424 100644 --- a/poetry.lock +++ b/poetry.lock @@ -216,13 +216,13 @@ files = [ [[package]] name = "anyio" -version = "4.4.0" +version = "4.5.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" optional = false python-versions = ">=3.8" files = [ - {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"}, - {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"}, + {file = "anyio-4.5.0-py3-none-any.whl", hash = "sha256:fdeb095b7cc5a5563175eedd926ec4ae55413bb4be5770c424af0ba46ccb4a78"}, + {file = "anyio-4.5.0.tar.gz", hash = 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