GitLab

GitLab ML Ops API

Use this API to track machine learning experiments, runs, and metrics, and to manage the [model registry](https://docs.gitlab.com/user/project/ml/model_registry/). These endpoints implement the MLflow REST API, so you can point an [MLflow client](https://docs.gitlab.com/user/project/ml/experiment_tracking/mlflow_client/) at GitLab.

GitHub OpenAPI

Operations 30

GET /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow-artifacts/artifacts MLflow artifact API #
GET /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow-artifacts/artifacts/{model_version}/{file_path} Get MLflow artifact file #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/registered-models/create Creates a Registered Model #
GET /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/registered-models/get Fetch a Registered Model by Name #
PATCH /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/registered-models/update Update a Registered Model by Name #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/registered-models/get-latest-versions Fetch the latest Model Version for the given Registered Model Name #
DELETE /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/registered-models/delete Delete a Registered Model by Name #
GET /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/registered-models/search Search Registered Models within a project #
GET /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/registered-models/alias Gets a Model Version by alias #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/runs/create Creates a Run #
GET /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/runs/get Gets an MLFlow Run, which maps to GitLab Candidates #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/runs/search Searches runs/candidates within a project #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/runs/update Updates a Run #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/runs/log-metric Logs a metric to a run #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/runs/log-parameter Logs a parameter to a run #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/runs/set-tag Sets a tag for a run #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/runs/log-batch Logs multiple parameters and metrics #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/runs/delete Delete a run #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/model-versions/create Creates a Model Version #
GET /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/model-versions/get-download-uri Fetch the download URI for the model version #
GET /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/model-versions/get Fetch model version by name and version #
PATCH /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/model-versions/update Updates a Model Version #
GET /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/metrics/get-history Gets metric history for a run #
GET /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/experiments/get Fetch experiment by experiment_id #
GET /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/experiments/get-by-name Fetch experiment by experiment_name #
GET /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/experiments/list List experiments #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/experiments/search Search experiments #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/experiments/create Create experiment #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/experiments/set-experiment-tag Sets a tag for an experiment #
POST /api/v4/projects/{id}/ml/mlflow/api/2.0/mlflow/experiments/delete Delete an experiment #

Documentation

📖
Documentation
https://docs.gitlab.com/api/openapi/
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Documentation
https://docs.gitlab.com/api/issues/
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Authentication
https://docs.gitlab.com/api/rest/authentication/
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Documentation
https://docs.gitlab.com/api/merge_requests/
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Documentation
https://docs.gitlab.com/api/pipelines/
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Documentation
https://docs.gitlab.com/api/jobs/
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Documentation
https://docs.gitlab.com/api/runners/
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Documentation
https://docs.gitlab.com/api/users/
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Documentation
https://docs.gitlab.com/api/repositories/
📖
Documentation
https://docs.gitlab.com/api/commits/
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Documentation
https://docs.gitlab.com/api/branches/
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Documentation
https://docs.gitlab.com/api/tags/
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Documentation
https://docs.gitlab.com/api/releases/
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Documentation
https://docs.gitlab.com/api/environments/
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Documentation
https://docs.gitlab.com/api/deployments/
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Documentation
https://docs.gitlab.com/api/pipeline_schedules/
📖
Documentation
https://docs.gitlab.com/api/labels/
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Documentation
https://docs.gitlab.com/api/milestones/
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Documentation
https://docs.gitlab.com/api/notes/
📖
Documentation
https://docs.gitlab.com/api/snippets/
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Documentation
https://docs.gitlab.com/api/packages/
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Documentation
https://docs.gitlab.com/api/container_registry/
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Documentation
https://docs.gitlab.com/api/vulnerabilities/
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Documentation
https://docs.gitlab.com/api/deploy_keys/
📖
Documentation
https://docs.gitlab.com/api/protected_branches/
📖
Documentation
https://docs.gitlab.com/api/wikis/
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Documentation
https://docs.gitlab.com/api/events/
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Documentation
https://docs.gitlab.com/api/search/
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Documentation
https://docs.gitlab.com/api/namespaces/
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Documentation
https://docs.gitlab.com/api/groups/
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Documentation
https://docs.gitlab.com/api/projects/
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Documentation
https://docs.gitlab.com/api/applications/
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Documentation
https://docs.gitlab.com/api/avatar/
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Documentation
https://docs.gitlab.com/api/broadcast_messages/
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Documentation
https://docs.gitlab.com/api/bulk_imports/
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Documentation
https://docs.gitlab.com/api/settings/
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Documentation
https://docs.gitlab.com/api/metadata/
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Documentation
https://docs.gitlab.com/api/version/
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Documentation
https://docs.gitlab.com/api/rest/
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APIReference
https://docs.gitlab.com/api/api_resources/
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RateLimits
https://docs.gitlab.com/security/rate_limits/
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Documentation
https://docs.gitlab.com/api/oauth2/
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Authentication
https://docs.gitlab.com/integration/oauth_provider/
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Documentation
https://docs.gitlab.com/user/project/integrations/webhooks.html
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APIReference
https://docs.gitlab.com/api/project_webhooks/

Specifications

⚙
OpenAPI
https://artifacts.apis.io/gitlab/openapi/gitlab-mlops-api-openapi.yml
⚙
AsyncAPI
https://artifacts.apis.io/gitlab/asyncapi/gitlab-webhooks-asyncapi.yml

Schemas & Data

📊
JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-put-api-v4-application-settings-request-schema.json
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JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-apientities-geo-node-status-schema.json
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JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-apientities-geo-site-status-schema.json
📊
JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-apientities-application-setting-schema.json
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JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-post-api-v4-geo-status-request-schema.json
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JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-put-api-v4-projects-id-request-schema.json
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JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-api-entities-cluster-schema.json
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JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-api-entities-batched-background-migration-schema.json
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JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-api-entities-ci-variable-schema.json
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JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-api-entities-dictionary-table-schema.json
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JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-api-entities-plan-limit-schema.json
📊
JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-api-entities-appearance-schema.json
📊
JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-api-entities-avatar-schema.json
📊
JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-api-entities-bulk-imports-schema.json
📊
JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-api-entities-bulk-import-schema.json
📊
JSONSchema
https://artifacts.apis.io/gitlab/json-schema/gitlab-api-entities-metadata-schema.json

Other Resources

🔗
SDKs
https://docs.gitlab.com/api/rest/third_party_clients/
🔗
Interactive Documentation
https://docs.gitlab.com/api/openapi/openapi_interactive/

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OpenAPI Specification

gitlab-mlops-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: GitLab REST ML Ops API
  description: GitLab REST API used to interact with a GitLab installation.
  termsOfService: https://handbook.gitlab.com/handbook/legal/api-terms/
  version: '19.6'
  license:
    name: CC BY-SA 4.0
    url: https://gitlab.com/gitlab-org/gitlab/-/blob/master/LICENSE
    x-gitlab-description: The license applies to the OpenAPI specification document itself. For terms governing use of the GitLab API, see the termsOfService field.
servers:
- url: https://{hostname}
  description: GitLab REST API
  variables:
    hostname:
      default: gitlab.com
      description: Your GitLab instance hostname
security:
- http: []
- oauth2: []
- apiKey: []
tags:


# --- truncated at 32 KB (48 KB total) ---
# Full source: https://artifacts.apis.io/gitlab/openapi/gitlab-mlops-api-openapi.yml