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drift-watch.json
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{
"security": [
{
"bearerAuth": []
}
],
"info": {
"summary": "A drift tracking server.",
"description": "This is server to track and monitor data and concept drifts for machine learning models.",
"termsOfService": "TODO: Add terms of service",
"contact": {
"name": "API Support",
"url": "https://www.example.com/support",
"email": "[email protected]"
},
"license": {
"name": "MIT License",
"url": "https://www.example.com/support"
},
"title": "Drift Detection Monitor API",
"version": "latest"
},
"components": {
"securitySchemes": {
"bearerAuth": {
"type": "http",
"scheme": "bearer",
"bearerFormat": "JWT"
}
},
"schemas": {
"Error": {
"type": "object",
"properties": {
"code": {
"type": "integer",
"description": "Error code"
},
"status": {
"type": "string",
"description": "Error name"
},
"message": {
"type": "string",
"description": "Error message"
},
"errors": {
"type": "object",
"description": "Errors",
"additionalProperties": {}
}
}
},
"PaginationMetadata": {
"type": "object",
"properties": {
"total": {
"type": "integer"
},
"total_pages": {
"type": "integer"
},
"first_page": {
"type": "integer"
},
"last_page": {
"type": "integer"
},
"page": {
"type": "integer"
},
"previous_page": {
"type": "integer"
},
"next_page": {
"type": "integer"
}
}
},
"Entitlements": {
"type": "object",
"properties": {
"items": {
"type": "array",
"items": {
"type": "string"
}
}
},
"required": ["items"]
},
"Schema": {
"type": "object",
"properties": {}
},
"Permission": {
"type": "object",
"properties": {
"entity": {
"type": "string"
},
"level": {
"type": "string"
}
},
"required": ["entity", "level"],
"additionalProperties": false
},
"Experiment": {
"type": "object",
"properties": {
"id": {
"type": "string",
"format": "uuid",
"readOnly": true
},
"created_at": {
"type": "string",
"readOnly": true
},
"name": {
"type": "string"
},
"description": {
"type": "string"
},
"public": {
"type": "boolean",
"default": false
},
"permissions": {
"type": "array",
"default": [],
"items": {
"$ref": "#/components/schemas/Permission"
}
}
},
"required": ["created_at", "id", "name"]
},
"CreateExperiment": {
"type": "object",
"properties": {
"name": {
"type": "string"
},
"description": {
"type": "string"
},
"public": {
"type": "boolean",
"default": false
},
"permissions": {
"type": "array",
"default": [],
"items": {
"$ref": "#/components/schemas/Permission"
}
}
},
"required": ["name"]
},
"Drift": {
"type": "object",
"properties": {
"id": {
"type": "string",
"format": "uuid",
"readOnly": true
},
"created_at": {
"type": "string",
"readOnly": true
},
"job_status": {
"type": "string",
"enum": ["Running", "Completed", "Failed"]
},
"tags": {
"type": "array",
"default": [],
"items": {
"type": "string",
"minLength": 1,
"maxLength": 20
}
},
"model": {
"type": "string"
},
"drift_detected": {
"type": "boolean"
},
"parameters": {
"type": "object",
"default": {},
"additionalProperties": {}
},
"schema_version": {
"type": "string",
"readOnly": true
}
},
"required": ["created_at", "drift_detected", "id", "job_status", "model", "schema_version"]
},
"CreateDrift": {
"type": "object",
"properties": {
"job_status": {
"type": "string",
"enum": ["Running", "Completed", "Failed"]
},
"tags": {
"type": "array",
"default": [],
"items": {
"type": "string",
"minLength": 1,
"maxLength": 20
}
},
"model": {
"type": "string"
},
"drift_detected": {
"type": "boolean"
},
"parameters": {
"type": "object",
"default": {},
"additionalProperties": {}
}
},
"required": ["drift_detected", "job_status", "model"]
},
"User": {
"type": "object",
"properties": {
"id": {
"type": "string",
"format": "uuid",
"readOnly": true
},
"created_at": {
"type": "string",
"readOnly": true
},
"subject": {
"type": "string",
"readOnly": true
},
"issuer": {
"type": "string",
"readOnly": true
},
"email": {
"type": "string",
"format": "email",
"readOnly": true
}
},
"required": ["created_at", "id"]
}
},
"responses": {
"DEFAULT_ERROR": {
"description": "Default error response",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Error"
}
}
}
},
"UNPROCESSABLE_ENTITY": {
"description": "Unprocessable Entity",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Error"
}
}
}
}
},
"headers": {
"PAGINATION": {
"description": "Pagination metadata",
"schema": {
"$ref": "#/components/schemas/PaginationMetadata"
}
}
}
},
"servers": [
{
"url": "/api/latest"
}
],
"paths": {
"/entitlement": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Entitlements"
}
}
}
},
"default": {
"$ref": "#/components/responses/DEFAULT_ERROR"
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"error": {
"type": "string",
"description": "Error name"
},
"error_description": {
"type": "string",
"description": "Error message"
}
}
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"error": {
"type": "string",
"description": "Error name"
},
"error_description": {
"type": "string",
"description": "Error message"
}
}
}
}
}
}
},
"summary": "Return list of entitlements based on the provided OIDC token.",
"tags": ["Entitlements"]
}
},
"/experiment/search": {
"post": {
"responses": {
"422": {
"$ref": "#/components/responses/UNPROCESSABLE_ENTITY"
},
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"type": "array",
"items": {
"$ref": "#/components/schemas/Experiment"
}
}
}
},
"headers": {
"X-Pagination": {
"$ref": "#/components/headers/PAGINATION"
}
}
},
"default": {
"$ref": "#/components/responses/DEFAULT_ERROR"
}
},
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Schema"
}
}
}
},
"parameters": [
{
"in": "query",
"name": "page",
"schema": {
"type": "integer",
"default": 1,
"minimum": 1
},
"required": false
},
{
"in": "query",
"name": "page_size",
"schema": {
"type": "integer",
"default": 10,
"minimum": 1,
"maximum": 100
},
"required": false
}
],
"summary": "Get a paginated list of experiments based on the provided JSON query\nand MongoDB format.",
"tags": ["Experiments"]
}
},
"/experiment": {
"post": {
"responses": {
"422": {
"$ref": "#/components/responses/UNPROCESSABLE_ENTITY"
},
"201": {
"description": "Created",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Experiment"
}
}
}
},
"default": {
"$ref": "#/components/responses/DEFAULT_ERROR"
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"error": {
"type": "string",
"description": "Error name"
},
"error_description": {
"type": "string",
"description": "Error message"
}
}
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"error": {
"type": "string",
"description": "Error name"
},
"error_description": {
"type": "string",
"description": "Error message"
}
}
}
}
}
}
},
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/CreateExperiment"
}
}
}
},
"summary": "Create a new experiment record in the database.",
"tags": ["Experiments"]
}
},
"/experiment/{experiment_id}": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Experiment"
}
}
}
},
"default": {
"$ref": "#/components/responses/DEFAULT_ERROR"
},
"404": {
"description": "Not Found",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"code": {
"type": "integer",
"description": "Error code"
},
"status": {
"type": "string",
"description": "Error name"
}
}
}
}
}
}
},
"summary": "Retrieve an experiment by its ID from the database.",
"tags": ["Experiments"]
},
"put": {
"responses": {
"422": {
"$ref": "#/components/responses/UNPROCESSABLE_ENTITY"
},
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Experiment"
}
}
}
},
"default": {
"$ref": "#/components/responses/DEFAULT_ERROR"
},
"404": {
"description": "Not Found",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"code": {
"type": "integer",
"description": "Error code"
},
"status": {
"type": "string",
"description": "Error name"
}
}
}
}
}
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"error": {
"type": "string",
"description": "Error name"
},
"error_description": {
"type": "string",
"description": "Error message"
}
}
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"error": {
"type": "string",
"description": "Error name"
},
"error_description": {
"type": "string",
"description": "Error message"
}
}
}
}
}
}
},
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Experiment"
}
}
}
},
"summary": "Update a experiment record with the given JSON data.",
"tags": ["Experiments"]
},
"delete": {
"responses": {
"204": {
"description": "No Content"
},
"default": {
"$ref": "#/components/responses/DEFAULT_ERROR"
},
"404": {
"description": "Not Found",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"code": {
"type": "integer",
"description": "Error code"
},
"status": {
"type": "string",
"description": "Error name"
}
}
}
}
}
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"error": {
"type": "string",
"description": "Error name"
},
"error_description": {
"type": "string",
"description": "Error message"
}
}
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"error": {
"type": "string",
"description": "Error name"
},
"error_description": {
"type": "string",
"description": "Error message"
}
}
}
}
}
}
},
"summary": "Delete a experiment record from the database.",
"tags": ["Experiments"]
},
"parameters": [
{
"in": "path",
"name": "experiment_id",
"required": true,
"schema": {
"type": "string",
"format": "uuid"
}
}
]
},
"/experiment/{experiment_id}/drift/search": {
"post": {
"responses": {
"422": {
"$ref": "#/components/responses/UNPROCESSABLE_ENTITY"
},
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"type": "array",
"items": {
"$ref": "#/components/schemas/Drift"
}
}
}
},
"headers": {
"X-Pagination": {
"$ref": "#/components/headers/PAGINATION"
}
}
},
"default": {
"$ref": "#/components/responses/DEFAULT_ERROR"
}
},
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Schema"
}
}
}
},
"parameters": [
{
"in": "query",
"name": "page",
"schema": {
"type": "integer",
"default": 1,
"minimum": 1
},
"required": false
},
{
"in": "query",
"name": "page_size",
"schema": {
"type": "integer",
"default": 10,
"minimum": 1,
"maximum": 100
},
"required": false
}
],
"summary": "Get a paginated list of drift Jobs based on the provided JSON query\nand MongoDB format.",
"tags": ["Experiments"]
},
"parameters": [
{
"in": "path",
"name": "experiment_id",
"required": true,
"schema": {
"type": "string",
"format": "uuid"
}
}
]
},
"/experiment/{experiment_id}/drift": {
"post": {
"responses": {
"422": {
"$ref": "#/components/responses/UNPROCESSABLE_ENTITY"
},
"201": {
"description": "Created",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Drift"
}
}
}
},
"default": {
"$ref": "#/components/responses/DEFAULT_ERROR"
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"error": {
"type": "string",
"description": "Error name"
},
"error_description": {
"type": "string",
"description": "Error message"
}
}
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"error": {
"type": "string",
"description": "Error name"
},
"error_description": {
"type": "string",
"description": "Error message"
}
}
}
}
}
}
},
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/CreateDrift"
}
}
}
},
"summary": "Create a new drift Job record in the database.",
"tags": ["Experiments"]
},
"parameters": [
{
"in": "path",
"name": "experiment_id",
"required": true,
"schema": {
"type": "string",
"format": "uuid"
}
}
]
},
"/experiment/{experiment_id}/drift/{drift_id}": {
"get": {
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Drift"
}
}
}
},
"default": {
"$ref": "#/components/responses/DEFAULT_ERROR"
},
"404": {
"description": "Not Found",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"code": {
"type": "integer",
"description": "Error code"
},
"status": {
"type": "string",
"description": "Error name"
}
}
}
}
}
}
},
"summary": "Retrieve a drift job by its id from the database.",
"tags": ["Experiments"]
},
"put": {
"responses": {
"422": {
"$ref": "#/components/responses/UNPROCESSABLE_ENTITY"
},
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/Drift"
}
}
}
},
"default": {
"$ref": "#/components/responses/DEFAULT_ERROR"
},
"404": {
"description": "Not Found",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"code": {
"type": "integer",
"description": "Error code"
},
"status": {
"type": "string",
"description": "Error name"
}
}
}
}
}
},
"401": {
"description": "Unauthorized",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"error": {
"type": "string",
"description": "Error name"
},
"error_description": {
"type": "string",
"description": "Error message"
}
}
}
}
}
},
"403": {
"description": "Forbidden",
"content": {
"application/json": {
"schema": {
"type": "object",
"properties": {
"error": {
"type": "string",
"description": "Error name"
},
"error_description": {
"type": "string",
"description": "Error message"
}
}
}
}
}
}
},
"requestBody": {
"required": true,