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Metabase and Snowflake Fixed (#1788)
* Metabase and Snowflake Fixed * Removed DBT
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# Copyright 2021 Collate
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import json
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import pathlib
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from datetime import timedelta
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from airflow import DAG
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try:
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from airflow.operators.python import PythonOperator
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except ModuleNotFoundError:
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from airflow.operators.python_operator import PythonOperator
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from airflow.utils.dates import days_ago
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from metadata.config.common import load_config_file
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from metadata.ingestion.api.workflow import Workflow
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default_args = {
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"owner": "user_name",
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"email": ["username@org.com"],
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"email_on_failure": False,
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"retries": 3,
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"retry_delay": timedelta(seconds=10),
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"execution_timeout": timedelta(minutes=60),
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}
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config = """
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{
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"source": {
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"type": "dbt",
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"config": {
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"service_name": "bigquery_dbt",
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"service_type": "BigQuery",
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"catalog_file": "./examples/sample_data/dbt/catalog.json",
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"manifest_file": "./examples/sample_data/dbt/manifest.json",
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"run_results_file": "./examples/sample_data/dbt/run_results.json",
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"database": "shopify"
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}
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},
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"sink": {
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"type": "metadata-rest",
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"config": {}
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},
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"metadata_server": {
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"type": "metadata-server",
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"config": {
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"api_endpoint": "http://localhost:8585/api",
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"auth_provider_type": "no-auth"
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}
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}
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}
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"""
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def metadata_ingestion_workflow():
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workflow_config = json.loads(config)
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workflow = Workflow.create(workflow_config)
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workflow.execute()
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workflow.raise_from_status()
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workflow.print_status()
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workflow.stop()
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with DAG(
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"sample_dbt",
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default_args=default_args,
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description="An example DAG which runs a OpenMetadata ingestion workflow",
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schedule_interval=timedelta(days=1),
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start_date=days_ago(1),
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is_paused_upon_creation=False,
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catchup=False,
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) as dag:
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ingest_task = PythonOperator(
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task_id="ingest_using_recipe",
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python_callable=metadata_ingestion_workflow,
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)
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@ -1,24 +0,0 @@
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{
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"source": {
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"type": "dbt",
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"config": {
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"service_name": "bigquery",
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"service_type": "BigQuery",
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"catalog_file": "./examples/sample_data/dbt/catalog.json",
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"manifest_file": "./examples/sample_data/dbt/manifest.json",
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"run_results_file": "./examples/sample_data/dbt/run_results.json",
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"database": "shopify"
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}
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},
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"sink": {
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"type": "metadata-rest",
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"config": {}
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},
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"metadata_server": {
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"type": "metadata-server",
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"config": {
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"api_endpoint": "http://localhost:8585/api",
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"auth_provider_type": "no-auth"
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}
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}
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}
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@ -91,7 +91,7 @@ class MetabaseSource(Source[Entity]):
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self.metabase_session = {"X-Metabase-Session": session_id}
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self.metabase_session = {"X-Metabase-Session": session_id}
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self.dashboard_service = get_dashboard_service_or_create(
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self.dashboard_service = get_dashboard_service_or_create(
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config.service_name,
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config.service_name,
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DashboardServiceType.Looker.name,
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DashboardServiceType.Metabase.name,
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config.username,
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config.username,
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config.password.get_secret_value(),
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config.password.get_secret_value(),
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config.host_port,
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config.host_port,
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@ -26,16 +26,14 @@ class SnowflakeConfig(SQLConnectionConfig):
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scheme = "snowflake"
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scheme = "snowflake"
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account: str
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account: str
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database: Optional[str]
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database: Optional[str]
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schema: Optional[str]
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warehouse: Optional[str]
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warehouse: Optional[str]
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role: Optional[str]
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role: Optional[str]
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duration: Optional[int]
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duration: Optional[int]
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service_type = "Snowflake"
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service_type = "Snowflake"
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connect_args: Optional[dict]
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def get_connection_url(self):
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def get_connection_url(self):
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connect_string = super().get_connection_url()
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connect_string = super().get_connection_url()
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if self.schema and self.database:
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connect_string += f"/{self.schema}"
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options = {
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options = {
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"account": self.account,
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"account": self.account,
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"warehouse": self.warehouse,
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"warehouse": self.warehouse,
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@ -43,7 +41,7 @@ class SnowflakeConfig(SQLConnectionConfig):
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}
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}
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params = "&".join(f"{key}={value}" for (key, value) in options.items() if value)
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params = "&".join(f"{key}={value}" for (key, value) in options.items() if value)
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if params:
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if params:
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connect_string = f"{connect_string}?{params}"
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connect_string = f"{connect_string}{params}"
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return connect_string
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return connect_string
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@ -164,7 +164,11 @@ class SQLSource(Source[OMetaDatabaseAndTable]):
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self.status = SQLSourceStatus()
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self.status = SQLSourceStatus()
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self.sql_config = self.config
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self.sql_config = self.config
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self.connection_string = self.sql_config.get_connection_url()
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self.connection_string = self.sql_config.get_connection_url()
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self.engine = create_engine(self.connection_string, **self.sql_config.options)
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self.engine = create_engine(
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self.connection_string,
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**self.sql_config.options,
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connect_args=self.sql_config.connect_args,
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)
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self.connection = self.engine.connect()
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self.connection = self.engine.connect()
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self.data_profiler = None
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self.data_profiler = None
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self.data_models = {}
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self.data_models = {}
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