diff --git a/pyproject.toml b/pyproject.toml index e444fbaa2..3b564d892 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -22,13 +22,13 @@ dependencies = [ "dagster-slack ~=0.26.1", "dagster-webserver ~= 1.10", "dbt-duckdb ~= 1.9.0", - "dbt-trino ~= 1.9.0", "flatten-dict ~= 0.4.2", "fsspec ~=2025.2.0", "gcsfs (>=2025.2.0,<2025.3.0)", "httpx ~= 0.28.0", "hvac ~= 2.3.0", "jsonlines ~= 4.0.0", + "openmetadata-ingestion[trino]>=1.6.4.0", "polars ~= 1.19", "pyarrow ~=19.0.0", "pydantic ~= 2.10.0", diff --git a/src/__init__.py b/src/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/src/ol_orchestrate/assets/platform/__init__.py b/src/ol_orchestrate/assets/platform/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/src/ol_orchestrate/assets/platform/openmetadata.py b/src/ol_orchestrate/assets/platform/openmetadata.py new file mode 100644 index 000000000..260d1dea1 --- /dev/null +++ b/src/ol_orchestrate/assets/platform/openmetadata.py @@ -0,0 +1,31 @@ +from dagster import ( + AssetExecutionContext, + AssetKey, + DataVersion, + Output, + asset, +) +from metadata.workflow.metadata import MetadataWorkflow + +from ol_orchestrate.partitions.openmetadata import TRINO_DAILY_PARTITIONS +from ol_orchestrate.resources.openmetadata.trino import trino_config + + +@asset( + description=("An instance of metadata from our Trino database."), + group_name="platform", + key=AssetKey(["platform", "database", "trino", "metadata"]), + partitions_def=TRINO_DAILY_PARTITIONS, +) +def trino_metadata(context: AssetExecutionContext): + date = context.partition_key + workflow = MetadataWorkflow.create(trino_config) + workflow.execute() + workflow.raise_from_status() + workflow.print_status() + workflow.stop() + return Output( + workflow, + data_version=DataVersion(workflow["published_version"]), + metadata={"source": "Trino", "date": date}, + ) diff --git a/src/ol_orchestrate/definitions/platform/openmetadata.py b/src/ol_orchestrate/definitions/platform/openmetadata.py new file mode 100644 index 000000000..3e1e66d01 --- /dev/null +++ b/src/ol_orchestrate/definitions/platform/openmetadata.py @@ -0,0 +1,30 @@ +from dagster import create_repository_using_definitions_args +from dagster_aws.s3 import S3Resource + +from ol_orchestrate.assets.platform.openmetadata import trino_metadata +from ol_orchestrate.lib.constants import DAGSTER_ENV, VAULT_ADDRESS +from ol_orchestrate.resources.secrets.vault import Vault + +if DAGSTER_ENV == "dev": + vault = Vault(vault_addr=VAULT_ADDRESS, vault_auth_type="github") + vault._auth_github() # noqa: SLF001 +else: + vault = Vault( + vault_addr=VAULT_ADDRESS, vault_role="dagster-server", aws_auth_mount="aws" + ) + vault._auth_aws_iam() # noqa: SLF001 + + +deployment_name = "openmetadata" +deployment_assets = [ + trino_metadata, +] + +create_repository_using_definitions_args( + name=f"{deployment_name}_assets", + resources={ + "vault": vault, + "s3": S3Resource(), + }, + assets=deployment_assets, +) diff --git a/src/ol_orchestrate/partitions/openmetadata.py b/src/ol_orchestrate/partitions/openmetadata.py new file mode 100644 index 000000000..d3be04beb --- /dev/null +++ b/src/ol_orchestrate/partitions/openmetadata.py @@ -0,0 +1,4 @@ +from dagster import DailyPartitionsDefinition + +# Define daily partitions +TRINO_DAILY_PARTITIONS = DailyPartitionsDefinition(start_date="2023-01-01") diff --git a/src/ol_orchestrate/resources/openmetadata/__init__.py b/src/ol_orchestrate/resources/openmetadata/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/src/ol_orchestrate/resources/openmetadata/trino.py b/src/ol_orchestrate/resources/openmetadata/trino.py new file mode 100644 index 000000000..e93811cdf --- /dev/null +++ b/src/ol_orchestrate/resources/openmetadata/trino.py @@ -0,0 +1,44 @@ +# treat this as a dictionary and reference variables in the appropriate locations +trino_config = { + "source": { + "type": "trino", + "serviceName": "Starburst Galaxy", + "serviceConnection": { + "config": { + "type": "Trino", + "hostPort": "mitol-ol-data-lake-production.trino.galaxy.starburst.io:443", # noqa: E501 + "username": "bot_metadata@mitol.galaxy.starburst.io", + "authType": { + "password": "" + }, + "catalog": "ol_data_lake_production", + } + }, + "sourceConfig": { + "config": { + "type": "DatabaseMetadata", + "markDeletedTables": True, + "markDeletedStoredProcedures": True, + "includeTables": True, + "includeViews": True, + "includeTags": True, + "includeOwners": True, + "includeStoredProcedures": True, + "includeDDL": True, + "threads": 10, + } + }, + }, + "sink": {"type": "metadata-rest", "config": {}}, + "workflowConfig": { + "loggerLevel": "DEBUG", + "openMetadataServerConfig": { + "hostPort": "https://open-metadata-qa.ol.mit.edu/api", + "authProvider": "openmetadata", + "securityConfig": { + "jwtToken": "" + }, + "storeServiceConnection": True, + }, + }, +} diff --git a/src/ol_orchestrate/workspace.yaml 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