mirror of
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233 lines
7.7 KiB
Markdown
233 lines
7.7 KiB
Markdown
![]() |
---
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title: Run the Synapse Connector Externally
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slug: /connectors/database/synapse/yaml
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---
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{% connectorDetailsHeader
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name="Synapse"
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stage="PROD"
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platform="Collate"
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availableFeatures=["Metadata", "Query Usage", "Lineage", "Column-level Lineage", "Data Profiler", "Data Quality", "Stored Procedures", "dbt"]
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unavailableFeatures=["Owners", "Tags"]
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/ %}
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In this section, we provide guides and references to use the Synapse connector.
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Configure and schedule Synapse metadata and profiler workflows from the OpenMetadata UI:
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- [Requirements](#requirements)
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- [Metadata Ingestion](#metadata-ingestion)
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- [Data Profiler](#data-profiler)
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- [Data Quality](#data-quality)
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- [dbt Integration](#dbt-integration)
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{% partial file="/v1.5/connectors/external-ingestion-deployment.md" /%}
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## Requirements
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Make sure if you have whitelisted ingestion container IP on Azure SQL firewall rules. Checkout [this](https://learn.microsoft.com/en-us/azure/azure-sql/database/firewall-configure?view=azuresql#use-the-azure-portal-to-manage-server-level-ip-firewall-rules) document on how to whitelist your IP using azure portal.
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Synapse database user must grant `SELECT` privilege to fetch the metadata of tables and views.
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```sql
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-- Create a new user
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-- More details https://learn.microsoft.com/en-us/sql/t-sql/statements/create-user-transact-sql?view=sql-server-ver16
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CREATE USER Mary WITH PASSWORD = '********';
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-- Grant SELECT on table
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GRANT SELECT TO Mary;
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```
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### Python Requirements
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{% partial file="/v1.5/connectors/python-requirements.md" /%}
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To run the Synapse ingestion, you will need to install:
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```bash
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pip3 install "openmetadata-ingestion[synapse]"
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```
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## Metadata Ingestion
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All connectors are defined as JSON Schemas.
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[Here](https://github.com/open-metadata/OpenMetadata/blob/main/openmetadata-spec/src/main/resources/json/schema/entity/services/connections/database/azureSQLConnection.json)
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you can find the structure to create a connection to Synapse.
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In order to create and run a Metadata Ingestion workflow, we will follow
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the steps to create a YAML configuration able to connect to the source,
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process the Entities if needed, and reach the OpenMetadata server.
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The workflow is modeled around the following
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[JSON Schema](https://github.com/open-metadata/OpenMetadata/blob/main/openmetadata-spec/src/main/resources/json/schema/metadataIngestion/workflow.json)
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### 1. Define the YAML Config
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This is a sample config for Synapse:
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{% codePreview %}
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{% codeInfoContainer %}
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#### Source Configuration - Service Connection
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{% codeInfo srNumber=1 %}
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**username**: Specify the User to connect to Synapse. It should have enough privileges to read all the metadata.
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{% /codeInfo %}
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{% codeInfo srNumber=2 %}
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**password**: Password to connect to Synapse.
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{% /codeInfo %}
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{% codeInfo srNumber=3 %}
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**hostPort**: Enter the fully qualified hostname and port number for your Synapse deployment in the Host and Port field.
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{% /codeInfo %}
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{% codeInfo srNumber=4 %}
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**database**: The database of the data source is an optional parameter, if you would like to restrict the metadata reading to a single database. If left blank, OpenMetadata ingestion attempts to scan all the databases.
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{% /codeInfo %}
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{% codeInfo srNumber=5 %}
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**driver**: Connecting to Synapse requires ODBC driver to be installed. Specify ODBC driver name in the field.
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You can download the ODBC driver from [here](https://learn.microsoft.com/en-us/sql/connect/odbc/download-odbc-driver-for-sql-server?view=sql-server-ver16).In case of docker or kubernetes deployment this driver comes out of the box with version `ODBC Driver 18 for SQL Server`.
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{% /codeInfo %}
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{% codeInfo srNumber=8 %}
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**Authentication Mode**:
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1. **Authentication**:
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- The `authentication` parameter determines the method of authentication when connecting to Synapse using ODBC (Open Database Connectivity).
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- If you select **"Active Directory Password"**, you'll need to provide the password associated with your Azure Active Directory account.
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- Alternatively, if you choose **"Active Directory Integrated"**, the connection will use the credentials of the currently logged-in user. This mode ensures secure and seamless connections with Synapse.
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2. **Encrypt**:
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- The `encrypt` setting in the connection string pertains to data encryption during communication with Synapse.
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- When enabled, it ensures that data exchanged between your application and the database is encrypted, enhancing security.
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3. **Trust Server Certificate**:
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- The `trustServerCertificate` option also relates to security.
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- When set to true, your application will trust the server's SSL certificate without validation. Use this cautiously, as it bypasses certificate validation checks.
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4. **Connection Timeout**:
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- The `connectionTimeout` parameter specifies the maximum time (in seconds) that your application will wait while attempting to establish a connection to Synapse.
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- If the connection cannot be established within this timeframe, an error will be raised.
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{% /codeInfo %}
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{% partial file="/v1.5/connectors/yaml/database/source-config-def.md" /%}
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{% partial file="/v1.5/connectors/yaml/ingestion-sink-def.md" /%}
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{% partial file="/v1.5/connectors/yaml/workflow-config-def.md" /%}
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#### Advanced Configuration
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{% codeInfo srNumber=6 %}
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**Connection Options (Optional)**: Enter the details for any additional connection options that can be sent to database during the connection. These details must be added as Key-Value pairs.
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{% /codeInfo %}
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{% codeInfo srNumber=7 %}
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**Connection Arguments (Optional)**: Enter the details for any additional connection arguments such as security or protocol configs that can be sent to database during the connection. These details must be added as Key-Value pairs.
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- In case you are using Single-Sign-On (SSO) for authentication, add the `authenticator` details in the Connection Arguments as a Key-Value pair as follows: `"authenticator" : "sso_login_url"`
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{% /codeInfo %}
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{% /codeInfoContainer %}
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{% codeBlock fileName="filename.yaml" %}
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```yaml {% isCodeBlock=true %}
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source:
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type: synapse
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serviceName: local_synapse
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serviceConnection:
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config:
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type: Synapse
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```
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```yaml {% srNumber=1 %}
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username: username
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```
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```yaml {% srNumber=2 %}
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password: password
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```
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```yaml {% srNumber=3 %}
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hostPort: hostPort
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```
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```yaml {% srNumber=4 %}
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# database: database_name
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```
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```yaml {% srNumber=5 %}
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# driver: ODBC Driver 18 for SQL Server (default)
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```
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```yaml {% srNumber=8 %}
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# authenticationMode:
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# authentication: ActiveDirectoryPassword #ActiveDirectoryIntegrated
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# encrypt: true
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# trustServerCertificate: false
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# connectionTimeout: 130
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```
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```yaml {% srNumber=6 %}
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connectionOptions:
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key: value
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```
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```yaml {% srNumber=7 %}
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# connectionArguments:
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# key: value
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```
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{% partial file="/v1.5/connectors/yaml/database/source-config.md" /%}
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{% partial file="/v1.5/connectors/yaml/ingestion-sink.md" /%}
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{% partial file="/v1.5/connectors/yaml/workflow-config.md" /%}
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{% /codeBlock %}
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{% /codePreview %}
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{% partial file="/v1.5/connectors/yaml/ingestion-cli.md" /%}
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{% partial file="/v1.5/connectors/yaml/data-profiler.md" variables={connector: "synapse"} /%}
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{% partial file="/v1.5/connectors/yaml/data-quality.md" /%}
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## dbt Integration
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{% tilesContainer %}
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{% tile
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icon="mediation"
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title="dbt Integration"
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description="Learn more about how to ingest dbt models' definitions and their lineage."
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link="/connectors/ingestion/workflows/dbt" /%}
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{% /tilesContainer %}
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## Related
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{% tilesContainer %}
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{% tile
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icon="mediation"
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title="Configure Ingestion Externally"
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description="Deploy, configure, and manage the ingestion workflows externally."
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link="/deployment/ingestion"
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/ %}
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{% /tilesContainer %}
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