%PDF-
%PDF-
Mini Shell
Mini Shell
{
"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"
}
Zerion Mini Shell 1.0