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180 lines
5.3 KiB
Markdown
180 lines
5.3 KiB
Markdown
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---
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title: Run the MongoDB Connector Externally
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slug: /connectors/database/mongodb/yaml
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---
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# Run the MongoDB Connector Externally
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{% multiTablesWrapper %}
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| Feature | Status |
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| :----------------- | :--------------------------- |
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| Stage | PROD |
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| Metadata | {% icon iconName="check" /%} |
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| Query Usage | {% icon iconName="cross" /%} |
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| Data Profiler | {% icon iconName="cross" /%} |
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| Data Quality | {% icon iconName="cross" /%} |
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| Stored Procedures | {% icon iconName="cross" /%} |
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| DBT | {% icon iconName="check" /%} |
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| Supported Versions | -- |
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| Feature | Status |
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| :----------- | :--------------------------- |
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| Lineage | {% icon iconName="cross" /%} |
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| Table-level | {% icon iconName="cross" /%} |
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| Column-level | {% icon iconName="cross" /%} |
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{% /multiTablesWrapper %}
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In this section, we provide guides and references to use the MongoDB connector.
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Configure and schedule MongoDB metadata workflows from the OpenMetadata UI:
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- [Requirements](#requirements)
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- [Metadata Ingestion](#metadata-ingestion)
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{% partial file="/v1.3/connectors/ingestion-modes-tiles.md" variables={yamlPath: "/connectors/database/mongodb/yaml"} /%}
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{% partial file="/v1.3/connectors/external-ingestion-deployment.md" /%}
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## Requirements
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{%inlineCallout icon="description" bold="OpenMetadata 0.12 or later" href="/deployment"%}
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To deploy OpenMetadata, check the Deployment guides.
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{%/inlineCallout%}
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To fetch the metadata from MongoDB to OpenMetadata, the MongoDB user must have access to perform `find` operation on collection and `listCollection` operations on database available in MongoDB.
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### Python Requirements
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To run the MongoDB ingestion, you will need to install:
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```bash
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pip3 install "openmetadata-ingestion[mongo]"
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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/mongoDBConnection.json)
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you can find the structure to create a connection to MongoDB.
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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 MongoDB:
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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**: Username to connect to Mongodb. This user must have access to perform `find` operation on collection and `listCollection` operations on database available in MongoDB.
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{% /codeInfo %}
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{% codeInfo srNumber=2 %}
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**password**: Password to connect to MongoDB.
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{% /codeInfo %}
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{% codeInfo srNumber=3 %}
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**hostPort**: The hostPort parameter specifies the host and port of the MongoDB. This should be specified as a string in the format `hostname:port`. E.g., `localhost:27017`.
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{% /codeInfo %}
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{% codeInfo srNumber=5 %}
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**connectionURI**: MongoDB connection string is a concise string of parameters used to establish a connection between an OpenMetadata and a MongoDB database. For ex. `mongodb://username:password@mongodb0.example.com:27017`.
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{% /codeInfo %}
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{% codeInfo srNumber=6 %}
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**databaseName**: Optional name to give to the database in OpenMetadata. If left blank, we will use default as the database name.
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{% /codeInfo %}
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{% partial file="/v1.3/connectors/yaml/database/source-config-def.md" /%}
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{% partial file="/v1.3/connectors/yaml/ingestion-sink-def.md" /%}
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{% partial file="/v1.3/connectors/yaml/workflow-config-def.md" /%}
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#### Advanced Configuration
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{% codeInfo srNumber=7 %}
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**Connection Options (Optional)**: Enter the details for any additional connection options that can be sent to Athena during the connection. These details must be added as Key-Value pairs.
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{% /codeInfo %}
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{% /codeInfoContainer %}
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{% codeBlock fileName="filename.yaml" %}
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```yaml
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source:
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type: mongodb
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serviceName: local_mongodb
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serviceConnection:
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config:
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type: MongoDB
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connectionDetails:
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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: localhost:27017
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```
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```yaml {% srNumber=5 %}
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# connectionURI: mongodb://username:password@mongodb0.example.com:27017
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```
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```yaml {% srNumber=7 %}
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# connectionOptions:
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# key: value
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```
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```yaml {% srNumber=6 %}
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database: custom_database_name
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```
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{% partial file="/v1.3/connectors/yaml/database/source-config.md" /%}
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{% partial file="/v1.3/connectors/yaml/ingestion-sink.md" /%}
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{% partial file="/v1.3/connectors/yaml/workflow-config.md" /%}
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{% /codeBlock %}
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{% /codePreview %}
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{% partial file="/v1.3/connectors/yaml/ingestion-cli.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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