| { |
| "auth": { |
| "oauth2": { |
| "scopes": { |
| "https://www.googleapis.com/auth/devstorage.full_control": { |
| "description": "Manage your data and permissions in Google Cloud Storage" |
| }, |
| "https://www.googleapis.com/auth/devstorage.read_only": { |
| "description": "View your data in Google Cloud Storage" |
| }, |
| "https://www.googleapis.com/auth/devstorage.read_write": { |
| "description": "Manage your data in Google Cloud Storage" |
| }, |
| "https://www.googleapis.com/auth/prediction": { |
| "description": "Manage your data in the Google Prediction API" |
| } |
| } |
| } |
| }, |
| "basePath": "/prediction/v1.2/", |
| "baseUrl": "https://www.googleapis.com/prediction/v1.2/", |
| "batchPath": "batch/prediction/v1.2", |
| "description": "Lets you access a cloud hosted machine learning service that makes it easy to build smart apps", |
| "discoveryVersion": "v1", |
| "documentationLink": "https://developers.google.com/prediction/docs/developer-guide", |
| "etag": "\"-iA1DTNe4s-I6JZXPt1t1Ypy8IU/y6-9S-Lx_Izdv2KpEj-E5-XRo7s\"", |
| "icons": { |
| "x16": "https://www.google.com/images/icons/feature/predictionapi-16.png", |
| "x32": "https://www.google.com/images/icons/feature/predictionapi-32.png" |
| }, |
| "id": "prediction:v1.2", |
| "kind": "discovery#restDescription", |
| "methods": { |
| "predict": { |
| "description": "Submit data and request a prediction", |
| "httpMethod": "POST", |
| "id": "prediction.predict", |
| "parameterOrder": [ |
| "data" |
| ], |
| "parameters": { |
| "data": { |
| "description": "mybucket%2Fmydata resource in Google Storage", |
| "location": "path", |
| "required": true, |
| "type": "string" |
| } |
| }, |
| "path": "training/{data}/predict", |
| "request": { |
| "$ref": "Input" |
| }, |
| "response": { |
| "$ref": "Output" |
| }, |
| "scopes": [ |
| "https://www.googleapis.com/auth/prediction" |
| ] |
| } |
| }, |
| "name": "prediction", |
| "ownerDomain": "google.com", |
| "ownerName": "Google", |
| "parameters": { |
| "alt": { |
| "default": "json", |
| "description": "Data format for the response.", |
| "enum": [ |
| "json" |
| ], |
| "enumDescriptions": [ |
| "Responses with Content-Type of application/json" |
| ], |
| "location": "query", |
| "type": "string" |
| }, |
| "fields": { |
| "description": "Selector specifying which fields to include in a partial response.", |
| "location": "query", |
| "type": "string" |
| }, |
| "key": { |
| "description": "API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.", |
| "location": "query", |
| "type": "string" |
| }, |
| "oauth_token": { |
| "description": "OAuth 2.0 token for the current user.", |
| "location": "query", |
| "type": "string" |
| }, |
| "prettyPrint": { |
| "default": "true", |
| "description": "Returns response with indentations and line breaks.", |
| "location": "query", |
| "type": "boolean" |
| }, |
| "quotaUser": { |
| "description": "Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. Overrides userIp if both are provided.", |
| "location": "query", |
| "type": "string" |
| }, |
| "userIp": { |
| "description": "IP address of the site where the request originates. Use this if you want to enforce per-user limits.", |
| "location": "query", |
| "type": "string" |
| } |
| }, |
| "protocol": "rest", |
| "resources": { |
| "hostedmodels": { |
| "methods": { |
| "predict": { |
| "description": "Submit input and request an output against a hosted model", |
| "httpMethod": "POST", |
| "id": "prediction.hostedmodels.predict", |
| "parameterOrder": [ |
| "hostedModelName" |
| ], |
| "parameters": { |
| "hostedModelName": { |
| "description": "The name of a hosted model", |
| "location": "path", |
| "required": true, |
| "type": "string" |
| } |
| }, |
| "path": "hostedmodels/{hostedModelName}/predict", |
| "request": { |
| "$ref": "Input" |
| }, |
| "response": { |
| "$ref": "Output" |
| }, |
| "scopes": [ |
| "https://www.googleapis.com/auth/prediction" |
| ] |
| } |
| } |
| }, |
| "training": { |
| "methods": { |
| "delete": { |
| "description": "Delete a trained model", |
| "httpMethod": "DELETE", |
| "id": "prediction.training.delete", |
| "parameterOrder": [ |
| "data" |
| ], |
| "parameters": { |
| "data": { |
| "description": "mybucket/mydata resource in Google Storage", |
| "location": "path", |
| "required": true, |
| "type": "string" |
| } |
| }, |
| "path": "training/{data}", |
| "scopes": [ |
| "https://www.googleapis.com/auth/prediction" |
| ] |
| }, |
| "get": { |
| "description": "Check training status of your model", |
| "httpMethod": "GET", |
| "id": "prediction.training.get", |
| "parameterOrder": [ |
| "data" |
| ], |
| "parameters": { |
| "data": { |
| "description": "mybucket/mydata resource in Google Storage", |
| "location": "path", |
| "required": true, |
| "type": "string" |
| } |
| }, |
| "path": "training/{data}", |
| "response": { |
| "$ref": "Training" |
| }, |
| "scopes": [ |
| "https://www.googleapis.com/auth/prediction" |
| ] |
| }, |
| "insert": { |
| "description": "Begin training your model", |
| "httpMethod": "POST", |
| "id": "prediction.training.insert", |
| "parameters": { |
| "data": { |
| "description": "mybucket/mydata resource in Google Storage", |
| "location": "query", |
| "type": "string" |
| } |
| }, |
| "path": "training", |
| "request": { |
| "$ref": "Training" |
| }, |
| "response": { |
| "$ref": "Training" |
| }, |
| "scopes": [ |
| "https://www.googleapis.com/auth/devstorage.full_control", |
| "https://www.googleapis.com/auth/devstorage.read_only", |
| "https://www.googleapis.com/auth/devstorage.read_write", |
| "https://www.googleapis.com/auth/prediction" |
| ] |
| }, |
| "update": { |
| "description": "Add new data to a trained model", |
| "httpMethod": "PUT", |
| "id": "prediction.training.update", |
| "parameterOrder": [ |
| "data" |
| ], |
| "parameters": { |
| "data": { |
| "description": "mybucket/mydata resource in Google Storage", |
| "location": "path", |
| "required": true, |
| "type": "string" |
| } |
| }, |
| "path": "training/{data}", |
| "request": { |
| "$ref": "Update" |
| }, |
| "response": { |
| "$ref": "Training" |
| }, |
| "scopes": [ |
| "https://www.googleapis.com/auth/prediction" |
| ] |
| } |
| } |
| } |
| }, |
| "revision": "20160511", |
| "rootUrl": "https://www.googleapis.com/", |
| "schemas": { |
| "Input": { |
| "id": "Input", |
| "properties": { |
| "input": { |
| "properties": { |
| "csvInstance": { |
| "items": { |
| "type": "any" |
| }, |
| "type": "array" |
| } |
| }, |
| "type": "object" |
| } |
| }, |
| "type": "object" |
| }, |
| "Output": { |
| "id": "Output", |
| "properties": { |
| "id": { |
| "type": "string" |
| }, |
| "kind": { |
| "default": "prediction#output", |
| "type": "string" |
| }, |
| "outputLabel": { |
| "type": "string" |
| }, |
| "outputMulti": { |
| "items": { |
| "properties": { |
| "label": { |
| "type": "string" |
| }, |
| "score": { |
| "format": "double", |
| "type": "number" |
| } |
| }, |
| "type": "object" |
| }, |
| "type": "array" |
| }, |
| "outputValue": { |
| "format": "double", |
| "type": "number" |
| }, |
| "selfLink": { |
| "type": "string" |
| } |
| }, |
| "type": "object" |
| }, |
| "Training": { |
| "id": "Training", |
| "properties": { |
| "id": { |
| "type": "string" |
| }, |
| "kind": { |
| "default": "prediction#training", |
| "type": "string" |
| }, |
| "modelInfo": { |
| "properties": { |
| "classificationAccuracy": { |
| "format": "double", |
| "type": "number" |
| }, |
| "meanSquaredError": { |
| "format": "double", |
| "type": "number" |
| }, |
| "modelType": { |
| "type": "string" |
| } |
| }, |
| "type": "object" |
| }, |
| "selfLink": { |
| "type": "string" |
| }, |
| "trainingStatus": { |
| "type": "string" |
| } |
| }, |
| "type": "object" |
| }, |
| "Update": { |
| "id": "Update", |
| "properties": { |
| "classLabel": { |
| "description": "The true class label of this instance", |
| "type": "string" |
| }, |
| "csvInstance": { |
| "description": "The input features for this instance", |
| "items": { |
| "type": "any" |
| }, |
| "type": "array" |
| } |
| }, |
| "type": "object" |
| } |
| }, |
| "servicePath": "prediction/v1.2/", |
| "title": "Prediction API", |
| "version": "v1.2" |
| } |
