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title | slug |
---|---|
Run the MySQL Connector Externally | /connectors/database/mysql/yaml |
{% connectorDetailsHeader name="MySQL" stage="PROD" platform="OpenMetadata" availableFeatures=["Metadata", "Data Profiler", "Data Quality", "dbt", "View Lineage", "View Column-level Lineage"] unavailableFeatures=["Query Usage", "Owners", "Tags", "Stored Procedures"] / %}
In this section, we provide guides and references to use the MySQL connector.
Configure and schedule MySQL metadata and profiler workflows from the OpenMetadata UI:
{% partial file="/v1.5/connectors/external-ingestion-deployment.md" /%}
Requirements
Python Requirements
{% partial file="/v1.5/connectors/python-requirements.md" /%}
To run the MySQL ingestion, you will need to install:
pip3 install "openmetadata-ingestion[mysql]"
Metadata Ingestion
All connectors are defined as JSON Schemas. Here you can find the structure to create a connection to MySQL.
In order to create and run a Metadata Ingestion workflow, we will follow the steps to create a YAML configuration able to connect to the source, process the Entities if needed, and reach the OpenMetadata server.
The workflow is modeled around the following JSON Schema
1. Define the YAML Config
This is a sample config for MySQL:
{% codePreview %}
{% codeInfoContainer %}
Source Configuration - Service Connection
{% codeInfo srNumber=1 %}
username: Specify the User to connect to MySQL. It should have enough privileges to read all the metadata.
{% /codeInfo %}
{% codeInfo srNumber=2 %}
authType: Choose from basic auth and IAM based auth.
Basic Auth
password: Password comes under Basic Auth type.
{% /codeInfo %}
{% codeInfo srNumber=3 %}
IAM BASED Auth
- awsAccessKeyId & awsSecretAccessKey: When you interact with AWS, you specify your AWS security credentials to verify who you are and whether you have permission to access the resources that you are requesting. AWS uses the security credentials to authenticate and authorize your requests (docs).
Access keys consist of two parts: An access key ID (for example, AKIAIOSFODNN7EXAMPLE
), and a secret access key (for example, wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
).
You must use both the access key ID and secret access key together to authenticate your requests.
You can find further information on how to manage your access keys here.
awsSessionToken: If you are using temporary credentials to access your services, you will need to inform the AWS Access Key ID and AWS Secrets Access Key. Also, these will include an AWS Session Token.
awsRegion: Each AWS Region is a separate geographic area in which AWS clusters data centers (docs).
As AWS can have instances in multiple regions, we need to know the region the service you want reach belongs to.
Note that the AWS Region is the only required parameter when configuring a connection. When connecting to the services programmatically, there are different ways in which we can extract and use the rest of AWS configurations.
You can find further information about configuring your credentials here.
endPointURL: To connect programmatically to an AWS service, you use an endpoint. An endpoint is the URL of the entry point for an AWS web service. The AWS SDKs and the AWS Command Line Interface (AWS CLI) automatically use the default endpoint for each service in an AWS Region. But you can specify an alternate endpoint for your API requests.
Find more information on AWS service endpoints.
profileName: A named profile is a collection of settings and credentials that you can apply to a AWS CLI command. When you specify a profile to run a command, the settings and credentials are used to run that command. Multiple named profiles can be stored in the config and credentials files.
You can inform this field if you'd like to use a profile other than default
.
Find here more information about Named profiles for the AWS CLI.
assumeRoleArn: Typically, you use AssumeRole
within your account or for cross-account access. In this field you'll set the
ARN
(Amazon Resource Name) of the policy of the other account.
A user who wants to access a role in a different account must also have permissions that are delegated from the account
administrator. The administrator must attach a policy that allows the user to call AssumeRole
for the ARN
of the role in the other account.
This is a required field if you'd like to AssumeRole
.
Find more information on AssumeRole.
assumeRoleSessionName: An identifier for the assumed role session. Use the role session name to uniquely identify a session when the same role is assumed by different principals or for different reasons.
By default, we'll use the name OpenMetadataSession
.
Find more information about the Role Session Name.
assumeRoleSourceIdentity: The source identity specified by the principal that is calling the AssumeRole
operation. You can use source identity
information in AWS CloudTrail logs to determine who took actions with a role.
Find more information about Source Identity.
{% /codeInfo %}
{% codeInfo srNumber=4 %}
Host and Port: Enter the fully qualified hostname and port number for your MySQL deployment in the Host and Port field.
{% /codeInfo %}
{% codeInfo srNumber=5 %}
databaseSchema: databaseSchema of the data source. This is optional parameter, if you would like to restrict the metadata reading to a single databaseSchema. When left blank, OpenMetadata Ingestion attempts to scan all the databaseSchema.
{% /codeInfo %}
{% partial file="/v1.5/connectors/yaml/database/source-config-def.md" /%}
{% partial file="/v1.5/connectors/yaml/ingestion-sink-def.md" /%}
{% partial file="/v1.5/connectors/yaml/workflow-config-def.md" /%}
Advanced Configuration
{% codeInfo srNumber=6 %}
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.
{% /codeInfo %}
{% codeInfo srNumber=7 %}
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.
- 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"
{% /codeInfo %}
{% /codeInfoContainer %}
{% codeBlock fileName="filename.yaml" %}
source:
type: mysql
serviceName: <service name>
serviceConnection:
config:
type: Mysql
username: <username>
authType:
password: <password>
authType:
awsConfig:
awsAccessKeyId: access key id
awsSecretAccessKey: access secret key
awsRegion: aws region name
hostPort: <hostPort>
databaseSchema: schema
# connectionOptions:
# key: value
# connectionArguments:
# key: value
{% partial file="/v1.5/connectors/yaml/database/source-config.md" /%}
{% partial file="/v1.5/connectors/yaml/ingestion-sink.md" /%}
{% partial file="/v1.5/connectors/yaml/workflow-config.md" /%}
{% /codeBlock %}
{% /codePreview %}
{% partial file="/v1.5/connectors/yaml/ingestion-cli.md" /%}
{% partial file="/v1.5/connectors/yaml/data-profiler.md" variables={connector: "mysql"} /%}
{% partial file="/v1.5/connectors/yaml/data-quality.md" /%}
Securing MySQL Connection with SSL in OpenMetadata
To establish secure connections between OpenMetadata and MySQL, navigate to the Advanced Config section. Here, you can provide the CA certificate used for SSL validation by specifying the caCertificate
. Alternatively, if both client and server require mutual authentication, you'll need to use all three parameters: ssl_key
, ssl_cert
, and ssl_ca
. In this case, ssl_cert
is used for the client’s SSL certificate, ssl_key
for the private key associated with the SSL certificate, and ssl_ca
for the CA certificate to validate the server’s certificate.
sslConfig:
caCertificate: "/path/to/ca_certificate"
sslCertificate: "/path/to/your/ssl_cert"
sslKey: "/path/to/your/ssl_key"
dbt Integration
{% tilesContainer %}
{% tile icon="mediation" title="dbt Integration" description="Learn more about how to ingest dbt models' definitions and their lineage." link="/connectors/ingestion/workflows/dbt" /%}
{% /tilesContainer %}