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- {
- "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"
- }
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