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swagger.yaml
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swagger.yaml
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# Copyright 2020 The Merlin Authors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
swagger: "2.0"
info:
title: "Merlin"
description: "API Guide for accessing Merlin's model management, deployment, and serving functionalities"
version: "0.7.0"
host: "localhost:8080"
basePath: "/v1"
tags:
- name: "project"
description: "Project Management API. Project is used to namespace model, secret, and user access"
- name: "models"
description: "Model Management API. API to manage ML model in Merlin."
- name: "version"
description: "Model Version Management API. Model version represents the iteration of an ML model"
- name: "endpoint"
description: "Deployment Management API. Endpoint represent a deployment of a specific model version"
- name: "model_endpoints"
description: "Serving Traffic Management API. API to manage traffic routing to a running endpoint."
- name: "secret"
description: "Secret Management API. Secret is stored securely inside merlin and can be used to run prediction job"
- name: "alert"
description: "Alert Management API."
- name: "environment"
description: "Environment is the infrastructure on which model deployments / batch predictions are running"
- name: "prediction_jobs"
description: "Batch prediction job API. Run a prediction as a batch job using model in Merlin"
- name: "log"
description: "Log API for accessing log in the container running a model deployment"
schemes:
- "http"
paths:
"/environments":
get:
tags: ["environment"]
summary: "List available environment"
description: "Environment can be filtered by optional `name` parameter"
parameters:
- in: "query"
name: "name"
required: false
type: "string"
responses:
200:
description: "OK"
schema:
type: "array"
items:
$ref: "#/definitions/Environment"
"/projects":
get:
tags: ["project"]
summary: "List existing projects"
description: "Projects can be filtered by optional `name` parameter"
parameters:
- in: "query"
name: "name"
required: false
type: "string"
responses:
200:
description: "OK"
schema:
type: "array"
items:
$ref: "#/definitions/Project"
post:
tags: ["project"]
summary: "Create new project"
parameters:
- in: "body"
name: "body"
description: "Project object that has to be added"
required: true
schema:
$ref: "#/definitions/Project"
responses:
201:
description: "Created"
schema:
$ref: "#/definitions/Project"
400:
description: "Invalid request format"
409:
description: "Project with the same name already exists"
"/projects/{project_id}":
get:
tags: ["project"]
summary: "Get project"
parameters:
- in: "path"
name: "project_id"
description: "project id of the project to be retrieved"
type: "integer"
required: true
responses:
200:
description: "Ok"
schema:
$ref: "#/definitions/Project"
404:
description: "Project Not Found"
put:
tags: ["project"]
summary: "Update project"
parameters:
- in: "path"
name: "project_id"
description: "project id of the project to be updated"
type: "integer"
required: true
- in: "body"
name: "body"
description: "Project object that has to be updated"
required: true
schema:
$ref: "#/definitions/Project"
responses:
200:
description: "Ok"
schema:
$ref: "#/definitions/Project"
400:
description: "Invalid request format"
"/projects/{project_id}/models/{model_id}":
get:
tags: ["models"]
summary: "Get model"
parameters:
- in: "path"
name: "project_id"
description: "project id of the project to be retrieved"
type: "integer"
required: true
- in: "path"
name: "model_id"
description: "model id of the model to be retrieved"
type: "integer"
required: true
responses:
200:
description: "OK"
schema:
type: "array"
items:
$ref: "#/definitions/Model"
404:
description: "Project/Model with given id not found"
"/projects/{project_id}/models":
get:
tags: ["models"]
summary: "List existing models"
parameters:
- in: "path"
name: "project_id"
description: "Filter list of models by specific `project_id`"
type: "integer"
required: true
- in: "query"
name: "name"
description: "Filter list of models by specific models `name`"
type: "string"
required: false
responses:
200:
description: "OK"
schema:
type: "array"
items:
$ref: "#/definitions/Model"
404:
description: "Project with given `project_id` not found"
post:
tags: ["models"]
summary: "Register a new models"
parameters:
- in: "path"
name: "project_id"
description: "Create new model in a specific `project_id`"
type: "integer"
required: true
- in: "body"
name: "body"
schema:
$ref: "#/definitions/Model"
responses:
201:
description: "Created"
schema:
$ref: "#/definitions/Model"
400:
description: "Invalid request format"
404:
description: "Project with given `project_id` not found"
"/projects/{project_id}/jobs":
get:
tags: ["prediction_jobs"]
summary: "List all prediction jobs created using the model"
parameters:
- in: "path"
name: "project_id"
type: "integer"
required: true
- in: "query"
name: "id"
type: "integer"
- in: "query"
name: "name"
type: "string"
- in: "query"
name: "model_id"
type: "integer"
- in: "query"
name: "version_id"
type: "integer"
- in: "query"
name: "status"
type: "string"
- in: "query"
name: "error"
type: "string"
responses:
200:
description: "OK"
schema:
type: "array"
items:
$ref: "#/definitions/PredictionJob"
404:
description: "Project with given `project_id` not found"
"/models/{model_id}/versions":
get:
tags: ["version"]
summary: "List versions of the models"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
responses:
200:
description: "OK"
schema:
type: "array"
items:
$ref: "#/definitions/Version"
404:
description: "Model with given `model_id` not found"
post:
tags: ["version"]
summary: "Log a new version of the models"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
responses:
200:
description: "Created"
schema:
$ref: "#/definitions/Version"
"/models/{model_id}/versions/{version_id}":
patch:
tags: ["version"]
summary: "Patch the version "
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "version_id"
type: "integer"
required: true
- in: "body"
name: "body"
schema:
$ref: "#/definitions/Version"
responses:
200:
description: "OK"
400:
description: "Invalid request format"
404:
description: "Version with given `version_id` not found"
"/models/{model_id}/versions/{version_id}/endpoint":
get:
tags: ["endpoint"]
summary: "List all endpoint of a model version"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "version_id"
type: "integer"
required: true
responses:
200:
description: "OK"
schema:
type: "array"
items:
$ref: "#/definitions/VersionEndpoint"
404:
description: "Version with given `version_id` not found"
post:
tags: ["endpoint"]
summary: "Deploy specific version of the models"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "version_id"
type: "integer"
required: true
- in: "body"
name: "body"
schema:
$ref: "#/definitions/VersionEndpoint"
responses:
201:
description: "Created"
schema:
$ref: "#/definitions/VersionEndpoint"
404:
description: "Version with given `version_id` not found"
"/models/{model_id}/versions/{version_id}/endpoint/{endpoint_id}":
get:
tags: ["endpoint"]
summary: "Get version endpoint resource"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "version_id"
type: "integer"
required: true
- in: "path"
name: "endpoint_id"
type: "string"
required: true
responses:
200:
description: "OK"
schema:
$ref: "#/definitions/VersionEndpoint"
404:
description: "Version endpoint with given `endpoint_id` not found"
put:
tags: ["endpoint"]
summary: "Modify version endpoint, this API will redeploy the associated deployment"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "version_id"
type: "integer"
required: true
- in: "path"
name: "endpoint_id"
type: "string"
required: true
- in: "body"
name: "body"
schema:
$ref: "#/definitions/VersionEndpoint"
responses:
200:
description: "OK"
schema:
$ref: "#/definitions/VersionEndpoint"
404:
description: "Version endpoint with given `endpoint_id` not found"
delete:
tags: ["endpoint"]
summary: "Undeploy the specified model version deployment"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "version_id"
type: "integer"
required: true
- in: "path"
name: "endpoint_id"
type: "string"
required: true
responses:
200:
description: "OK"
404:
description: "Version endpoint with given `endpoint_id` not found"
"/models/{model_id}/versions/{version_id}/endpoint/{endpoint_id}/containers":
get:
tags: ["endpoint"]
summary: "Get all container belong to a version endpoint"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "version_id"
type: "integer"
required: true
- in: "path"
name: "endpoint_id"
type: "string"
required: true
responses:
200:
description: "OK"
schema:
$ref: "#/definitions/Container"
404:
description: "Version endpoint with given `endpoint_id` not found"
"/projects/{project_id}/model_endpoints":
get:
tags: ["model_endpoints"]
summary: "List existing model endpoints for all models in particular project"
parameters:
- in: "path"
name: "project_id"
description: "Filter list of model endpoints by specific `project_id`"
type: "integer"
required: true
- in: "query"
name: "region"
description: "Filter list of model endpoints by specific environment's `region`"
type: "string"
required: false
responses:
200:
description: "OK"
schema:
type: "array"
items:
$ref: "#/definitions/ModelEndpoint"
"/models/{model_id}/endpoints":
get:
tags: ["model_endpoints"]
summary: "List model endpoint"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
responses:
200:
description: "OK"
schema:
type: "array"
items:
$ref: "#/definitions/ModelEndpoint"
post:
tags: ["model_endpoints"]
summary: "Create a model endpoint"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "body"
name: "body"
description: "Model endpoint object that has to be added"
required: true
schema:
$ref: "#/definitions/ModelEndpoint"
responses:
200:
description: "OK"
schema:
$ref: "#/definitions/ModelEndpoint"
"/models/{model_id}/endpoints/{model_endpoint_id}":
get:
tags: ["model_endpoints"]
summary: "Get a model endpoint"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "model_endpoint_id"
type: "string"
required: true
responses:
200:
description: "OK"
schema:
$ref: "#/definitions/ModelEndpoint"
put:
tags: ["model_endpoints"]
summary: "Update model endpoint data. Mainly used to update its rule."
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "model_endpoint_id"
type: "string"
required: true
- in: "body"
name: "body"
schema:
$ref: "#/definitions/ModelEndpoint"
responses:
200:
description: "OK"
schema:
$ref: "#/definitions/ModelEndpoint"
delete:
tags: ["model_endpoints"]
summary: "Stop serving traffic to the model endpoint, then delete it."
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "model_endpoint_id"
type: "string"
required: true
responses:
200:
description: "OK"
"/alerts/teams":
get:
tags: ["models", "alert"]
summary: "Lists teams for alert notification channel."
responses:
200:
description: "OK"
schema:
type: "array"
items:
type: "string"
"/models/{model_id}/alerts":
get:
tags: ["models", "alert"]
summary: "Lists alerts for given model."
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
responses:
200:
description: "OK"
schema:
type: "array"
items:
$ref: "#/definitions/ModelEndpointAlert"
"/models/{model_id}/endpoints/{model_endpoint_id}/alert":
get:
tags: ["models", "alert"]
summary: "Gets alert for given model endpoint."
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "model_endpoint_id"
type: "string"
required: true
responses:
200:
description: "OK"
schema:
$ref: "#/definitions/ModelEndpointAlert"
post:
tags: ["models", "alert"]
summary: "Creates alert for given model endpoint."
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "model_endpoint_id"
type: "string"
required: true
- in: "body"
name: "body"
schema:
$ref: "#/definitions/ModelEndpointAlert"
responses:
201:
description: "Created"
put:
tags: ["models", "alert"]
summary: "Creates alert for given model endpoint."
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "model_endpoint_id"
type: "string"
required: true
- in: "body"
name: "body"
schema:
$ref: "#/definitions/ModelEndpointAlert"
responses:
200:
description: "Ok"
"/logs":
get:
tags: ["log"]
summary: "Retrieve log from a container"
parameters:
- in: "query"
name: "name"
type: "string"
required: true
- in: "query"
name: "pod_name"
type: "string"
required: true
- in: "query"
name: "namespace"
type: "string"
required: true
- in: "query"
name: "cluster"
type: "string"
required: true
- in: "query"
name: "follow"
type: "string"
required: false
- in: "query"
name: "limit_bytes"
type: "string"
required: false
- in: "query"
name: "pretty"
type: "string"
required: false
- in: "query"
name: "previous"
type: "string"
required: false
- in: "query"
name: "since_seconds"
type: "string"
required: false
- in: "query"
name: "since_time"
type: "string"
required: false
- in: "query"
name: "tail_lines"
type: "string"
required: false
- in: "query"
name: "timestamps"
type: "string"
required: false
responses:
200:
description: "OK"
content:
text/plain:
schema:
type: "string"
"/projects/{project_id}/secrets":
post:
tags: ["secret"]
summary: "Create secret"
parameters:
- in: "path"
name: "project_id"
type: "integer"
required: true
- in: "body"
name: "body"
schema:
$ref: "#/definitions/Secret"
responses:
201:
description: "Created"
schema:
$ref: "#/definitions/Secret"
get:
tags: ["secret"]
summary: "List secret"
parameters:
- in: "path"
name: "project_id"
type: "integer"
required: true
responses:
201:
description: "Ok"
schema:
type: "array"
items:
$ref: "#/definitions/Secret"
"/projects/{project_id}/secrets/{secret_id}":
patch:
tags: ["secret"]
summary: "Update secret"
parameters:
- in: "path"
name: "project_id"
type: "integer"
required: true
- in: "path"
name: "secret_id"
type: "integer"
required: true
- in: "body"
name: "body"
schema:
$ref: "#/definitions/Secret"
responses:
200:
description: "Updated"
schema:
$ref: "#/definitions/Secret"
delete:
tags: ["secret"]
summary: "Delete secret"
parameters:
- in: "path"
name: "project_id"
type: "integer"
required: true
- in: "path"
name: "secret_id"
type: "integer"
required: true
responses:
204:
description: "No content"
"/models/{model_id}/versions/{version_id}/jobs":
get:
tags: ["prediction_jobs"]
summary: "List all prediction jobs of a model version"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "version_id"
type: "integer"
required: true
responses:
200:
description: "OK"
schema:
type: "array"
items:
$ref: "#/definitions/PredictionJob"
404:
description: "Version with given `version_id` not found"
post:
tags: ["prediction_jobs"]
summary: "Create a prediction job from the given model version"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "version_id"
type: "integer"
required: true
- in: "body"
name: "body"
schema:
$ref: "#/definitions/PredictionJob"
responses:
201:
description: "Created"
schema:
$ref: "#/definitions/PredictionJob"
404:
description: "Version with given `version_id` not found"
"/models/{model_id}/versions/{version_id}/jobs/{job_id}":
get:
tags: ["prediction_jobs"]
summary: "Get prediction jobs with given id"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "version_id"
type: "integer"
required: true
- in: "path"
name: "job_id"
type: "integer"
required: true
responses:
200:
description: "OK"
schema:
$ref: "#/definitions/PredictionJob"
404:
description: "Prediction job with given ID is not found"
"/models/{model_id}/versions/{version_id}/jobs/{job_id}/stop":
put:
tags: ["prediction_jobs"]
summary: "Stop prediction jobs with given id"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "version_id"
type: "integer"
required: true
- in: "path"
name: "job_id"
type: "integer"
required: true
responses:
204:
description: "No content"
404:
description: "Prediction job with given ID is not found"
"/models/{model_id}/versions/{version_id}/jobs/{job_id}/containers":
get:
tags: ["prediction_jobs"]
summary: "Get all container belong to a prediction job"
parameters:
- in: "path"
name: "model_id"
type: "integer"
required: true
- in: "path"
name: "version_id"
type: "integer"
required: true
- in: "path"
name: "job_id"
type: "string"
required: true
responses:
200:
description: "OK"
schema:
$ref: "#/definitions/Container"
404:
description: "Version endpoint with given `endpoint_id` not found"
definitions:
EndpointStatus:
type: "string"
enum:
- "pending"
- "running"
- "serving"
- "failed"
- "terminated"
Environment:
type: "object"
required:
- name
properties:
id:
type: "integer"
format: "int32"
name:
type: "string"
cluster:
type: "string"
is_default:
type: "boolean"
region:
type: "string"
gcp_project:
type: "string"
default_resource_request:
$ref: "#/definitions/ResourceRequest"
created_at:
type: "string"
format: "date-time"
updated_at:
type: "string"
format: "date-time"
Project:
type: "object"
required:
- name
properties:
id:
type: "integer"
format: "int32"
name:
type: "string"
mlflow_tracking_url:
type: "string"
administrators:
type: "array"
items:
type: "string"
readers:
type: "array"
items:
type: "string"
team:
type: "string"
stream:
type: "string"
labels:
type: "array"
items:
$ref: "#/definitions/Label"
created_at:
type: "string"
format: "date-time"
updated_at:
type: "string"
format: "date-time"
Model:
type: "object"
properties:
id:
type: "integer"
format: "int32"
project_id:
type: "integer"
format: "int32"
mlflow_experiment_id:
type: "integer"
format: "int32"
name:
type: "string"
type:
type: "string"
description: "Model type"
enum:
- "xgboost"
- "tensorflow"
- "sklearn"
- "h2o"
- "pytorch"
- "pyfunc"
- "onnx"
- "pyfunc_v2"
- "other"
mlflow_url:
type: "string"
endpoints:
type: "array"
items:
$ref: "#/definitions/ModelEndpoint"
created_at:
type: "string"
format: "date-time"
updated_at:
type: "string"
format: "date-time"
ModelEndpoint:
type: "object"