mirror of
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vendor: update all dependencies
This commit is contained in:
Nick Craig-Wood
684
vendor/google.golang.org/api/prediction/v1.2/prediction-api.json
generated
vendored
684
vendor/google.golang.org/api/prediction/v1.2/prediction-api.json
generated
vendored
@ -1,354 +1,354 @@
|
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{
|
||||
"kind": "discovery#restDescription",
|
||||
"etag": "\"YWOzh2SDasdU84ArJnpYek-OMdg/y6-9S-Lx_Izdv2KpEj-E5-XRo7s\"",
|
||||
"discoveryVersion": "v1",
|
||||
"id": "prediction:v1.2",
|
||||
"name": "prediction",
|
||||
"version": "v1.2",
|
||||
"revision": "20160511",
|
||||
"title": "Prediction API",
|
||||
"description": "Lets you access a cloud hosted machine learning service that makes it easy to build smart apps",
|
||||
"ownerDomain": "google.com",
|
||||
"ownerName": "Google",
|
||||
"icons": {
|
||||
"x16": "https://www.google.com/images/icons/feature/predictionapi-16.png",
|
||||
"x32": "https://www.google.com/images/icons/feature/predictionapi-32.png"
|
||||
},
|
||||
"documentationLink": "https://developers.google.com/prediction/docs/developer-guide",
|
||||
"protocol": "rest",
|
||||
"baseUrl": "https://www.googleapis.com/prediction/v1.2/",
|
||||
"basePath": "/prediction/v1.2/",
|
||||
"rootUrl": "https://www.googleapis.com/",
|
||||
"servicePath": "prediction/v1.2/",
|
||||
"batchPath": "batch/prediction/v1.2",
|
||||
"parameters": {
|
||||
"alt": {
|
||||
"type": "string",
|
||||
"description": "Data format for the response.",
|
||||
"default": "json",
|
||||
"enum": [
|
||||
"json"
|
||||
],
|
||||
"enumDescriptions": [
|
||||
"Responses with Content-Type of application/json"
|
||||
],
|
||||
"location": "query"
|
||||
},
|
||||
"fields": {
|
||||
"type": "string",
|
||||
"description": "Selector specifying which fields to include in a partial response.",
|
||||
"location": "query"
|
||||
},
|
||||
"key": {
|
||||
"type": "string",
|
||||
"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"
|
||||
},
|
||||
"oauth_token": {
|
||||
"type": "string",
|
||||
"description": "OAuth 2.0 token for the current user.",
|
||||
"location": "query"
|
||||
},
|
||||
"prettyPrint": {
|
||||
"type": "boolean",
|
||||
"description": "Returns response with indentations and line breaks.",
|
||||
"default": "true",
|
||||
"location": "query"
|
||||
},
|
||||
"quotaUser": {
|
||||
"type": "string",
|
||||
"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"
|
||||
},
|
||||
"userIp": {
|
||||
"type": "string",
|
||||
"description": "IP address of the site where the request originates. Use this if you want to enforce per-user limits.",
|
||||
"location": "query"
|
||||
}
|
||||
},
|
||||
"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"
|
||||
}
|
||||
}
|
||||
}
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||||
},
|
||||
"schemas": {
|
||||
"Input": {
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||||
"id": "Input",
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||||
"type": "object",
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||||
"properties": {
|
||||
"input": {
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||||
"type": "object",
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||||
"properties": {
|
||||
"csvInstance": {
|
||||
"type": "array",
|
||||
"items": {
|
||||
"type": "any"
|
||||
}
|
||||
"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"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"Output": {
|
||||
"id": "Output",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"id": {
|
||||
"type": "string"
|
||||
},
|
||||
"kind": {
|
||||
"type": "string",
|
||||
"default": "prediction#output"
|
||||
},
|
||||
"outputLabel": {
|
||||
"type": "string"
|
||||
},
|
||||
"outputMulti": {
|
||||
"type": "array",
|
||||
"items": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"label": {
|
||||
"type": "string"
|
||||
},
|
||||
"score": {
|
||||
"type": "number",
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||||
"format": "double"
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"outputValue": {
|
||||
"type": "number",
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||||
"format": "double"
|
||||
},
|
||||
"selfLink": {
|
||||
"type": "string"
|
||||
}
|
||||
}
|
||||
"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"
|
||||
},
|
||||
"Training": {
|
||||
"id": "Training",
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||||
"type": "object",
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||||
"properties": {
|
||||
"id": {
|
||||
"type": "string"
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||||
},
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||||
"kind": {
|
||||
"type": "string",
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||||
"default": "prediction#training"
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||||
},
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||||
"modelInfo": {
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||||
"type": "object",
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||||
"properties": {
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||||
"classificationAccuracy": {
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||||
"type": "number",
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||||
"format": "double"
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||||
},
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||||
"meanSquaredError": {
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||||
"type": "number",
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||||
"format": "double"
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||||
},
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||||
"modelType": {
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||||
"type": "string"
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||||
}
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||||
}
|
||||
},
|
||||
"selfLink": {
|
||||
"type": "string"
|
||||
},
|
||||
"trainingStatus": {
|
||||
"type": "string"
|
||||
}
|
||||
}
|
||||
},
|
||||
"Update": {
|
||||
"id": "Update",
|
||||
"type": "object",
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||||
"properties": {
|
||||
"classLabel": {
|
||||
"type": "string",
|
||||
"description": "The true class label of this instance"
|
||||
},
|
||||
"csvInstance": {
|
||||
"type": "array",
|
||||
"description": "The input features for this instance",
|
||||
"items": {
|
||||
"type": "any"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"methods": {
|
||||
"predict": {
|
||||
"id": "prediction.predict",
|
||||
"path": "training/{data}/predict",
|
||||
"httpMethod": "POST",
|
||||
"description": "Submit data and request a prediction",
|
||||
"parameters": {
|
||||
"data": {
|
||||
"type": "string",
|
||||
"description": "mybucket%2Fmydata resource in Google Storage",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"data"
|
||||
],
|
||||
"request": {
|
||||
"$ref": "Input"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Output"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
}
|
||||
},
|
||||
"resources": {
|
||||
"hostedmodels": {
|
||||
"methods": {
|
||||
"id": "prediction:v1.2",
|
||||
"kind": "discovery#restDescription",
|
||||
"methods": {
|
||||
"predict": {
|
||||
"id": "prediction.hostedmodels.predict",
|
||||
"path": "hostedmodels/{hostedModelName}/predict",
|
||||
"httpMethod": "POST",
|
||||
"description": "Submit input and request an output against a hosted model",
|
||||
"parameters": {
|
||||
"hostedModelName": {
|
||||
"type": "string",
|
||||
"description": "The name of a hosted model",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"hostedModelName"
|
||||
],
|
||||
"request": {
|
||||
"$ref": "Input"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Output"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"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"
|
||||
]
|
||||
}
|
||||
}
|
||||
},
|
||||
"training": {
|
||||
"methods": {
|
||||
"delete": {
|
||||
"id": "prediction.training.delete",
|
||||
"path": "training/{data}",
|
||||
"httpMethod": "DELETE",
|
||||
"description": "Delete a trained model",
|
||||
"parameters": {
|
||||
"data": {
|
||||
"type": "string",
|
||||
"description": "mybucket/mydata resource in Google Storage",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"data"
|
||||
],
|
||||
"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"
|
||||
},
|
||||
"get": {
|
||||
"id": "prediction.training.get",
|
||||
"path": "training/{data}",
|
||||
"httpMethod": "GET",
|
||||
"description": "Check training status of your model",
|
||||
"parameters": {
|
||||
"data": {
|
||||
"type": "string",
|
||||
"description": "mybucket/mydata resource in Google Storage",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"data"
|
||||
],
|
||||
"response": {
|
||||
"$ref": "Training"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"fields": {
|
||||
"description": "Selector specifying which fields to include in a partial response.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
},
|
||||
"insert": {
|
||||
"id": "prediction.training.insert",
|
||||
"path": "training",
|
||||
"httpMethod": "POST",
|
||||
"description": "Begin training your model",
|
||||
"parameters": {
|
||||
"data": {
|
||||
"type": "string",
|
||||
"description": "mybucket/mydata resource in Google Storage",
|
||||
"location": "query"
|
||||
}
|
||||
},
|
||||
"request": {
|
||||
"$ref": "Training"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Training"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/devstorage.full_control",
|
||||
"https://www.googleapis.com/auth/devstorage.read_only",
|
||||
"https://www.googleapis.com/auth/devstorage.read_write",
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"key": {
|
||||
"description": "API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
},
|
||||
"update": {
|
||||
"id": "prediction.training.update",
|
||||
"path": "training/{data}",
|
||||
"httpMethod": "PUT",
|
||||
"description": "Add new data to a trained model",
|
||||
"parameters": {
|
||||
"data": {
|
||||
"type": "string",
|
||||
"description": "mybucket/mydata resource in Google Storage",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"data"
|
||||
],
|
||||
"request": {
|
||||
"$ref": "Update"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Training"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"oauth_token": {
|
||||
"description": "OAuth 2.0 token for the current user.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
},
|
||||
"prettyPrint": {
|
||||
"default": "true",
|
||||
"description": "Returns response with indentations and line breaks.",
|
||||
"location": "query",
|
||||
"type": "boolean"
|
||||
},
|
||||
"quotaUser": {
|
||||
"description": "Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. Overrides userIp if both are provided.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
},
|
||||
"userIp": {
|
||||
"description": "IP address of the site where the request originates. Use this if you want to enforce per-user limits.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"protocol": "rest",
|
||||
"resources": {
|
||||
"hostedmodels": {
|
||||
"methods": {
|
||||
"predict": {
|
||||
"description": "Submit input and request an output against a hosted model",
|
||||
"httpMethod": "POST",
|
||||
"id": "prediction.hostedmodels.predict",
|
||||
"parameterOrder": [
|
||||
"hostedModelName"
|
||||
],
|
||||
"parameters": {
|
||||
"hostedModelName": {
|
||||
"description": "The name of a hosted model",
|
||||
"location": "path",
|
||||
"required": true,
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"path": "hostedmodels/{hostedModelName}/predict",
|
||||
"request": {
|
||||
"$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"
|
||||
}
|
||||
802
vendor/google.golang.org/api/prediction/v1.3/prediction-api.json
generated
vendored
802
vendor/google.golang.org/api/prediction/v1.3/prediction-api.json
generated
vendored
@ -1,412 +1,412 @@
|
||||
{
|
||||
"kind": "discovery#restDescription",
|
||||
"etag": "\"YWOzh2SDasdU84ArJnpYek-OMdg/cYlCW_mo2Sbrsx6lIgVnF3W-L9s\"",
|
||||
"discoveryVersion": "v1",
|
||||
"id": "prediction:v1.3",
|
||||
"name": "prediction",
|
||||
"version": "v1.3",
|
||||
"revision": "20160511",
|
||||
"title": "Prediction API",
|
||||
"description": "Lets you access a cloud hosted machine learning service that makes it easy to build smart apps",
|
||||
"ownerDomain": "google.com",
|
||||
"ownerName": "Google",
|
||||
"icons": {
|
||||
"x16": "https://www.google.com/images/icons/feature/predictionapi-16.png",
|
||||
"x32": "https://www.google.com/images/icons/feature/predictionapi-32.png"
|
||||
},
|
||||
"documentationLink": "https://developers.google.com/prediction/docs/developer-guide",
|
||||
"protocol": "rest",
|
||||
"baseUrl": "https://www.googleapis.com/prediction/v1.3/",
|
||||
"basePath": "/prediction/v1.3/",
|
||||
"rootUrl": "https://www.googleapis.com/",
|
||||
"servicePath": "prediction/v1.3/",
|
||||
"batchPath": "batch/prediction/v1.3",
|
||||
"parameters": {
|
||||
"alt": {
|
||||
"type": "string",
|
||||
"description": "Data format for the response.",
|
||||
"default": "json",
|
||||
"enum": [
|
||||
"json"
|
||||
],
|
||||
"enumDescriptions": [
|
||||
"Responses with Content-Type of application/json"
|
||||
],
|
||||
"location": "query"
|
||||
},
|
||||
"fields": {
|
||||
"type": "string",
|
||||
"description": "Selector specifying which fields to include in a partial response.",
|
||||
"location": "query"
|
||||
},
|
||||
"key": {
|
||||
"type": "string",
|
||||
"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"
|
||||
},
|
||||
"oauth_token": {
|
||||
"type": "string",
|
||||
"description": "OAuth 2.0 token for the current user.",
|
||||
"location": "query"
|
||||
},
|
||||
"prettyPrint": {
|
||||
"type": "boolean",
|
||||
"description": "Returns response with indentations and line breaks.",
|
||||
"default": "true",
|
||||
"location": "query"
|
||||
},
|
||||
"quotaUser": {
|
||||
"type": "string",
|
||||
"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"
|
||||
},
|
||||
"userIp": {
|
||||
"type": "string",
|
||||
"description": "IP address of the site where the request originates. Use this if you want to enforce per-user limits.",
|
||||
"location": "query"
|
||||
}
|
||||
},
|
||||
"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"
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"schemas": {
|
||||
"Input": {
|
||||
"id": "Input",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"input": {
|
||||
"type": "object",
|
||||
"description": "Input to the model for a prediction",
|
||||
"properties": {
|
||||
"csvInstance": {
|
||||
"type": "array",
|
||||
"description": "A list of input features, these can be strings or doubles.",
|
||||
"items": {
|
||||
"type": "any"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"Output": {
|
||||
"id": "Output",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"id": {
|
||||
"type": "string",
|
||||
"description": "The unique name for the predictive model."
|
||||
},
|
||||
"kind": {
|
||||
"type": "string",
|
||||
"description": "What kind of resource this is.",
|
||||
"default": "prediction#output"
|
||||
},
|
||||
"outputLabel": {
|
||||
"type": "string",
|
||||
"description": "The most likely class [Categorical models only]."
|
||||
},
|
||||
"outputMulti": {
|
||||
"type": "array",
|
||||
"description": "A list of classes with their estimated probabilities [Categorical models only].",
|
||||
"items": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"label": {
|
||||
"type": "string",
|
||||
"description": "The class label."
|
||||
},
|
||||
"score": {
|
||||
"type": "number",
|
||||
"description": "The probability of the class.",
|
||||
"format": "double"
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"outputValue": {
|
||||
"type": "number",
|
||||
"description": "The estimated regression value [Regression models only].",
|
||||
"format": "double"
|
||||
},
|
||||
"selfLink": {
|
||||
"type": "string",
|
||||
"description": "A URL to re-request this resource."
|
||||
}
|
||||
}
|
||||
},
|
||||
"Training": {
|
||||
"id": "Training",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"id": {
|
||||
"type": "string",
|
||||
"description": "The unique name for the predictive model."
|
||||
},
|
||||
"kind": {
|
||||
"type": "string",
|
||||
"description": "What kind of resource this is.",
|
||||
"default": "prediction#training"
|
||||
},
|
||||
"modelInfo": {
|
||||
"type": "object",
|
||||
"description": "Model metadata.",
|
||||
"properties": {
|
||||
"classWeightedAccuracy": {
|
||||
"type": "number",
|
||||
"description": "Estimated accuracy of model taking utility weights into account [Categorical models only].",
|
||||
"format": "double"
|
||||
},
|
||||
"classificationAccuracy": {
|
||||
"type": "number",
|
||||
"description": "A number between 0.0 and 1.0, where 1.0 is 100% accurate. This is an estimate, based on the amount and quality of the training data, of the estimated prediction accuracy. You can use this is a guide to decide whether the results are accurate enough for your needs. This estimate will be more reliable if your real input data is similar to your training data [Categorical models only].",
|
||||
"format": "double"
|
||||
},
|
||||
"confusionMatrix": {
|
||||
"type": "object",
|
||||
"description": "An output confusion matrix. This shows an estimate for how this model will do in predictions. This is first indexed by the true class label. For each true class label, this provides a pair {predicted_label, count}, where count is the estimated number of times the model will predict the predicted label given the true label. Will not output if more then 100 classes [Categorical models only].",
|
||||
"additionalProperties": {
|
||||
"type": "object",
|
||||
"description": "The true class label.",
|
||||
"additionalProperties": {
|
||||
"type": "number",
|
||||
"description": "The pair {predicted_label, count}.",
|
||||
"format": "double"
|
||||
"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"
|
||||
}
|
||||
}
|
||||
},
|
||||
"confusionMatrixRowTotals": {
|
||||
"type": "object",
|
||||
"description": "A list of the confusion matrix row totals",
|
||||
"additionalProperties": {
|
||||
"type": "number",
|
||||
"description": "The true class associated with how many instances it had",
|
||||
"format": "double"
|
||||
}
|
||||
},
|
||||
"meanSquaredError": {
|
||||
"type": "number",
|
||||
"description": "An estimated mean squared error. The can be used to measure the quality of the predicted model [Regression models only].",
|
||||
"format": "double"
|
||||
},
|
||||
"modelType": {
|
||||
"type": "string",
|
||||
"description": "Type of predictive model (CLASSIFICATION or REGRESSION)"
|
||||
},
|
||||
"numberClasses": {
|
||||
"type": "string",
|
||||
"description": "Number of classes in the trained model [Categorical models only].",
|
||||
"format": "int64"
|
||||
},
|
||||
"numberInstances": {
|
||||
"type": "string",
|
||||
"description": "Number of valid data instances used in the trained model.",
|
||||
"format": "int64"
|
||||
}
|
||||
}
|
||||
},
|
||||
"selfLink": {
|
||||
"type": "string",
|
||||
"description": "A URL to re-request this resource."
|
||||
},
|
||||
"trainingStatus": {
|
||||
"type": "string",
|
||||
"description": "The current status of the training job. This can be one of following: RUNNING; DONE; ERROR; ERROR: TRAINING JOB NOT FOUND"
|
||||
},
|
||||
"utility": {
|
||||
"type": "array",
|
||||
"description": "A class weighting function, which allows the importance weights for classes to be specified [Categorical models only].",
|
||||
"items": {
|
||||
"type": "object",
|
||||
"description": "Class label (string).",
|
||||
"additionalProperties": {
|
||||
"type": "number",
|
||||
"format": "double"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"Update": {
|
||||
"id": "Update",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"classLabel": {
|
||||
"type": "string",
|
||||
"description": "The true class label of this instance"
|
||||
},
|
||||
"csvInstance": {
|
||||
"type": "array",
|
||||
"description": "The input features for this instance",
|
||||
"items": {
|
||||
"type": "any"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"resources": {
|
||||
"hostedmodels": {
|
||||
"methods": {
|
||||
"predict": {
|
||||
"id": "prediction.hostedmodels.predict",
|
||||
"path": "hostedmodels/{hostedModelName}/predict",
|
||||
"httpMethod": "POST",
|
||||
"description": "Submit input and request an output against a hosted model",
|
||||
"parameters": {
|
||||
"hostedModelName": {
|
||||
"type": "string",
|
||||
"description": "The name of a hosted model",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"hostedModelName"
|
||||
],
|
||||
"request": {
|
||||
"$ref": "Input"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Output"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
}
|
||||
}
|
||||
"basePath": "/prediction/v1.3/",
|
||||
"baseUrl": "https://www.googleapis.com/prediction/v1.3/",
|
||||
"batchPath": "batch/prediction/v1.3",
|
||||
"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/cYlCW_mo2Sbrsx6lIgVnF3W-L9s\"",
|
||||
"icons": {
|
||||
"x16": "https://www.google.com/images/icons/feature/predictionapi-16.png",
|
||||
"x32": "https://www.google.com/images/icons/feature/predictionapi-32.png"
|
||||
},
|
||||
"training": {
|
||||
"methods": {
|
||||
"delete": {
|
||||
"id": "prediction.training.delete",
|
||||
"path": "training/{data}",
|
||||
"httpMethod": "DELETE",
|
||||
"description": "Delete a trained model",
|
||||
"parameters": {
|
||||
"data": {
|
||||
"type": "string",
|
||||
"description": "mybucket/mydata resource in Google Storage",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"data"
|
||||
],
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"id": "prediction:v1.3",
|
||||
"kind": "discovery#restDescription",
|
||||
"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"
|
||||
},
|
||||
"get": {
|
||||
"id": "prediction.training.get",
|
||||
"path": "training/{data}",
|
||||
"httpMethod": "GET",
|
||||
"description": "Check training status of your model",
|
||||
"parameters": {
|
||||
"data": {
|
||||
"type": "string",
|
||||
"description": "mybucket/mydata resource in Google Storage",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"data"
|
||||
],
|
||||
"response": {
|
||||
"$ref": "Training"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"fields": {
|
||||
"description": "Selector specifying which fields to include in a partial response.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
},
|
||||
"insert": {
|
||||
"id": "prediction.training.insert",
|
||||
"path": "training",
|
||||
"httpMethod": "POST",
|
||||
"description": "Begin training your model",
|
||||
"request": {
|
||||
"$ref": "Training"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Training"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/devstorage.full_control",
|
||||
"https://www.googleapis.com/auth/devstorage.read_only",
|
||||
"https://www.googleapis.com/auth/devstorage.read_write",
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"key": {
|
||||
"description": "API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
},
|
||||
"predict": {
|
||||
"id": "prediction.training.predict",
|
||||
"path": "training/{data}/predict",
|
||||
"httpMethod": "POST",
|
||||
"description": "Submit data and request a prediction",
|
||||
"parameters": {
|
||||
"data": {
|
||||
"type": "string",
|
||||
"description": "mybucket/mydata resource in Google Storage",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"data"
|
||||
],
|
||||
"request": {
|
||||
"$ref": "Input"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Output"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"oauth_token": {
|
||||
"description": "OAuth 2.0 token for the current user.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
},
|
||||
"update": {
|
||||
"id": "prediction.training.update",
|
||||
"path": "training/{data}",
|
||||
"httpMethod": "PUT",
|
||||
"description": "Add new data to a trained model",
|
||||
"parameters": {
|
||||
"data": {
|
||||
"type": "string",
|
||||
"description": "mybucket/mydata resource in Google Storage",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"data"
|
||||
],
|
||||
"request": {
|
||||
"$ref": "Update"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Training"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"prettyPrint": {
|
||||
"default": "true",
|
||||
"description": "Returns response with indentations and line breaks.",
|
||||
"location": "query",
|
||||
"type": "boolean"
|
||||
},
|
||||
"quotaUser": {
|
||||
"description": "Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. Overrides userIp if both are provided.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
},
|
||||
"userIp": {
|
||||
"description": "IP address of the site where the request originates. Use this if you want to enforce per-user limits.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"protocol": "rest",
|
||||
"resources": {
|
||||
"hostedmodels": {
|
||||
"methods": {
|
||||
"predict": {
|
||||
"description": "Submit input and request an output against a hosted model",
|
||||
"httpMethod": "POST",
|
||||
"id": "prediction.hostedmodels.predict",
|
||||
"parameterOrder": [
|
||||
"hostedModelName"
|
||||
],
|
||||
"parameters": {
|
||||
"hostedModelName": {
|
||||
"description": "The name of a hosted model",
|
||||
"location": "path",
|
||||
"required": true,
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"path": "hostedmodels/{hostedModelName}/predict",
|
||||
"request": {
|
||||
"$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",
|
||||
"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"
|
||||
]
|
||||
},
|
||||
"predict": {
|
||||
"description": "Submit data and request a prediction",
|
||||
"httpMethod": "POST",
|
||||
"id": "prediction.training.predict",
|
||||
"parameterOrder": [
|
||||
"data"
|
||||
],
|
||||
"parameters": {
|
||||
"data": {
|
||||
"description": "mybucket/mydata 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"
|
||||
]
|
||||
},
|
||||
"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": {
|
||||
"description": "Input to the model for a prediction",
|
||||
"properties": {
|
||||
"csvInstance": {
|
||||
"description": "A list of input features, these can be strings or doubles.",
|
||||
"items": {
|
||||
"type": "any"
|
||||
},
|
||||
"type": "array"
|
||||
}
|
||||
},
|
||||
"type": "object"
|
||||
}
|
||||
},
|
||||
"type": "object"
|
||||
},
|
||||
"Output": {
|
||||
"id": "Output",
|
||||
"properties": {
|
||||
"id": {
|
||||
"description": "The unique name for the predictive model.",
|
||||
"type": "string"
|
||||
},
|
||||
"kind": {
|
||||
"default": "prediction#output",
|
||||
"description": "What kind of resource this is.",
|
||||
"type": "string"
|
||||
},
|
||||
"outputLabel": {
|
||||
"description": "The most likely class [Categorical models only].",
|
||||
"type": "string"
|
||||
},
|
||||
"outputMulti": {
|
||||
"description": "A list of classes with their estimated probabilities [Categorical models only].",
|
||||
"items": {
|
||||
"properties": {
|
||||
"label": {
|
||||
"description": "The class label.",
|
||||
"type": "string"
|
||||
},
|
||||
"score": {
|
||||
"description": "The probability of the class.",
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
}
|
||||
},
|
||||
"type": "object"
|
||||
},
|
||||
"type": "array"
|
||||
},
|
||||
"outputValue": {
|
||||
"description": "The estimated regression value [Regression models only].",
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"selfLink": {
|
||||
"description": "A URL to re-request this resource.",
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"type": "object"
|
||||
},
|
||||
"Training": {
|
||||
"id": "Training",
|
||||
"properties": {
|
||||
"id": {
|
||||
"description": "The unique name for the predictive model.",
|
||||
"type": "string"
|
||||
},
|
||||
"kind": {
|
||||
"default": "prediction#training",
|
||||
"description": "What kind of resource this is.",
|
||||
"type": "string"
|
||||
},
|
||||
"modelInfo": {
|
||||
"description": "Model metadata.",
|
||||
"properties": {
|
||||
"classWeightedAccuracy": {
|
||||
"description": "Estimated accuracy of model taking utility weights into account [Categorical models only].",
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"classificationAccuracy": {
|
||||
"description": "A number between 0.0 and 1.0, where 1.0 is 100% accurate. This is an estimate, based on the amount and quality of the training data, of the estimated prediction accuracy. You can use this is a guide to decide whether the results are accurate enough for your needs. This estimate will be more reliable if your real input data is similar to your training data [Categorical models only].",
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"confusionMatrix": {
|
||||
"additionalProperties": {
|
||||
"additionalProperties": {
|
||||
"description": "The pair {predicted_label, count}.",
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"description": "The true class label.",
|
||||
"type": "object"
|
||||
},
|
||||
"description": "An output confusion matrix. This shows an estimate for how this model will do in predictions. This is first indexed by the true class label. For each true class label, this provides a pair {predicted_label, count}, where count is the estimated number of times the model will predict the predicted label given the true label. Will not output if more then 100 classes [Categorical models only].",
|
||||
"type": "object"
|
||||
},
|
||||
"confusionMatrixRowTotals": {
|
||||
"additionalProperties": {
|
||||
"description": "The true class associated with how many instances it had",
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"description": "A list of the confusion matrix row totals",
|
||||
"type": "object"
|
||||
},
|
||||
"meanSquaredError": {
|
||||
"description": "An estimated mean squared error. The can be used to measure the quality of the predicted model [Regression models only].",
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"modelType": {
|
||||
"description": "Type of predictive model (CLASSIFICATION or REGRESSION)",
|
||||
"type": "string"
|
||||
},
|
||||
"numberClasses": {
|
||||
"description": "Number of classes in the trained model [Categorical models only].",
|
||||
"format": "int64",
|
||||
"type": "string"
|
||||
},
|
||||
"numberInstances": {
|
||||
"description": "Number of valid data instances used in the trained model.",
|
||||
"format": "int64",
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"type": "object"
|
||||
},
|
||||
"selfLink": {
|
||||
"description": "A URL to re-request this resource.",
|
||||
"type": "string"
|
||||
},
|
||||
"trainingStatus": {
|
||||
"description": "The current status of the training job. This can be one of following: RUNNING; DONE; ERROR; ERROR: TRAINING JOB NOT FOUND",
|
||||
"type": "string"
|
||||
},
|
||||
"utility": {
|
||||
"description": "A class weighting function, which allows the importance weights for classes to be specified [Categorical models only].",
|
||||
"items": {
|
||||
"additionalProperties": {
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"description": "Class label (string).",
|
||||
"type": "object"
|
||||
},
|
||||
"type": "array"
|
||||
}
|
||||
},
|
||||
"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/v1.3/",
|
||||
"title": "Prediction API",
|
||||
"version": "v1.3"
|
||||
}
|
||||
852
vendor/google.golang.org/api/prediction/v1.4/prediction-api.json
generated
vendored
852
vendor/google.golang.org/api/prediction/v1.4/prediction-api.json
generated
vendored
@ -1,437 +1,437 @@
|
||||
{
|
||||
"kind": "discovery#restDescription",
|
||||
"etag": "\"YWOzh2SDasdU84ArJnpYek-OMdg/UWwWpdkeaK4ZVhf_4VB1iBPZ3Lo\"",
|
||||
"discoveryVersion": "v1",
|
||||
"id": "prediction:v1.4",
|
||||
"name": "prediction",
|
||||
"version": "v1.4",
|
||||
"revision": "20160511",
|
||||
"title": "Prediction API",
|
||||
"description": "Lets you access a cloud hosted machine learning service that makes it easy to build smart apps",
|
||||
"ownerDomain": "google.com",
|
||||
"ownerName": "Google",
|
||||
"icons": {
|
||||
"x16": "https://www.google.com/images/icons/feature/predictionapi-16.png",
|
||||
"x32": "https://www.google.com/images/icons/feature/predictionapi-32.png"
|
||||
},
|
||||
"documentationLink": "https://developers.google.com/prediction/docs/developer-guide",
|
||||
"protocol": "rest",
|
||||
"baseUrl": "https://www.googleapis.com/prediction/v1.4/",
|
||||
"basePath": "/prediction/v1.4/",
|
||||
"rootUrl": "https://www.googleapis.com/",
|
||||
"servicePath": "prediction/v1.4/",
|
||||
"batchPath": "batch/prediction/v1.4",
|
||||
"parameters": {
|
||||
"alt": {
|
||||
"type": "string",
|
||||
"description": "Data format for the response.",
|
||||
"default": "json",
|
||||
"enum": [
|
||||
"json"
|
||||
],
|
||||
"enumDescriptions": [
|
||||
"Responses with Content-Type of application/json"
|
||||
],
|
||||
"location": "query"
|
||||
},
|
||||
"fields": {
|
||||
"type": "string",
|
||||
"description": "Selector specifying which fields to include in a partial response.",
|
||||
"location": "query"
|
||||
},
|
||||
"key": {
|
||||
"type": "string",
|
||||
"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"
|
||||
},
|
||||
"oauth_token": {
|
||||
"type": "string",
|
||||
"description": "OAuth 2.0 token for the current user.",
|
||||
"location": "query"
|
||||
},
|
||||
"prettyPrint": {
|
||||
"type": "boolean",
|
||||
"description": "Returns response with indentations and line breaks.",
|
||||
"default": "true",
|
||||
"location": "query"
|
||||
},
|
||||
"quotaUser": {
|
||||
"type": "string",
|
||||
"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"
|
||||
},
|
||||
"userIp": {
|
||||
"type": "string",
|
||||
"description": "IP address of the site where the request originates. Use this if you want to enforce per-user limits.",
|
||||
"location": "query"
|
||||
}
|
||||
},
|
||||
"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"
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"schemas": {
|
||||
"Input": {
|
||||
"id": "Input",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"input": {
|
||||
"type": "object",
|
||||
"description": "Input to the model for a prediction",
|
||||
"properties": {
|
||||
"csvInstance": {
|
||||
"type": "array",
|
||||
"description": "A list of input features, these can be strings or doubles.",
|
||||
"items": {
|
||||
"type": "any"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"Output": {
|
||||
"id": "Output",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"id": {
|
||||
"type": "string",
|
||||
"description": "The unique name for the predictive model."
|
||||
},
|
||||
"kind": {
|
||||
"type": "string",
|
||||
"description": "What kind of resource this is.",
|
||||
"default": "prediction#output"
|
||||
},
|
||||
"outputLabel": {
|
||||
"type": "string",
|
||||
"description": "The most likely class label [Categorical models only]."
|
||||
},
|
||||
"outputMulti": {
|
||||
"type": "array",
|
||||
"description": "A list of class labels with their estimated probabilities [Categorical models only].",
|
||||
"items": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"label": {
|
||||
"type": "string",
|
||||
"description": "The class label."
|
||||
},
|
||||
"score": {
|
||||
"type": "number",
|
||||
"description": "The probability of the class label.",
|
||||
"format": "double"
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"outputValue": {
|
||||
"type": "number",
|
||||
"description": "The estimated regression value [Regression models only].",
|
||||
"format": "double"
|
||||
},
|
||||
"selfLink": {
|
||||
"type": "string",
|
||||
"description": "A URL to re-request this resource."
|
||||
}
|
||||
}
|
||||
},
|
||||
"Training": {
|
||||
"id": "Training",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"dataAnalysis": {
|
||||
"type": "object",
|
||||
"description": "Data Analysis.",
|
||||
"properties": {
|
||||
"warnings": {
|
||||
"type": "array",
|
||||
"items": {
|
||||
"type": "string"
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"id": {
|
||||
"type": "string",
|
||||
"description": "The unique name for the predictive model."
|
||||
},
|
||||
"kind": {
|
||||
"type": "string",
|
||||
"description": "What kind of resource this is.",
|
||||
"default": "prediction#training"
|
||||
},
|
||||
"modelInfo": {
|
||||
"type": "object",
|
||||
"description": "Model metadata.",
|
||||
"properties": {
|
||||
"classWeightedAccuracy": {
|
||||
"type": "number",
|
||||
"description": "Estimated accuracy of model taking utility weights into account [Categorical models only].",
|
||||
"format": "double"
|
||||
},
|
||||
"classificationAccuracy": {
|
||||
"type": "number",
|
||||
"description": "A number between 0.0 and 1.0, where 1.0 is 100% accurate. This is an estimate, based on the amount and quality of the training data, of the estimated prediction accuracy. You can use this is a guide to decide whether the results are accurate enough for your needs. This estimate will be more reliable if your real input data is similar to your training data [Categorical models only].",
|
||||
"format": "double"
|
||||
},
|
||||
"confusionMatrix": {
|
||||
"type": "object",
|
||||
"description": "An output confusion matrix. This shows an estimate for how this model will do in predictions. This is first indexed by the true class label. For each true class label, this provides a pair {predicted_label, count}, where count is the estimated number of times the model will predict the predicted label given the true label. Will not output if more then 100 classes [Categorical models only].",
|
||||
"additionalProperties": {
|
||||
"type": "object",
|
||||
"additionalProperties": {
|
||||
"type": "number",
|
||||
"format": "double"
|
||||
"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"
|
||||
}
|
||||
}
|
||||
},
|
||||
"confusionMatrixRowTotals": {
|
||||
"type": "object",
|
||||
"description": "A list of the confusion matrix row totals",
|
||||
"additionalProperties": {
|
||||
"type": "number",
|
||||
"format": "double"
|
||||
}
|
||||
},
|
||||
"meanSquaredError": {
|
||||
"type": "number",
|
||||
"description": "An estimated mean squared error. The can be used to measure the quality of the predicted model [Regression models only].",
|
||||
"format": "double"
|
||||
},
|
||||
"modelType": {
|
||||
"type": "string",
|
||||
"description": "Type of predictive model (CLASSIFICATION or REGRESSION)"
|
||||
},
|
||||
"numberInstances": {
|
||||
"type": "string",
|
||||
"description": "Number of valid data instances used in the trained model.",
|
||||
"format": "int64"
|
||||
},
|
||||
"numberLabels": {
|
||||
"type": "string",
|
||||
"description": "Number of class labels in the trained model [Categorical models only].",
|
||||
"format": "int64"
|
||||
}
|
||||
}
|
||||
},
|
||||
"selfLink": {
|
||||
"type": "string",
|
||||
"description": "A URL to re-request this resource."
|
||||
},
|
||||
"storageDataLocation": {
|
||||
"type": "string",
|
||||
"description": "Google storage location of the training data file."
|
||||
},
|
||||
"storagePMMLLocation": {
|
||||
"type": "string",
|
||||
"description": "Google storage location of the preprocessing pmml file."
|
||||
},
|
||||
"storagePMMLModelLocation": {
|
||||
"type": "string",
|
||||
"description": "Google storage location of the pmml model file."
|
||||
},
|
||||
"trainingStatus": {
|
||||
"type": "string",
|
||||
"description": "The current status of the training job. This can be one of following: RUNNING; DONE; ERROR; ERROR: TRAINING JOB NOT FOUND"
|
||||
},
|
||||
"utility": {
|
||||
"type": "array",
|
||||
"description": "A class weighting function, which allows the importance weights for class labels to be specified [Categorical models only].",
|
||||
"items": {
|
||||
"type": "object",
|
||||
"description": "Class label (string).",
|
||||
"additionalProperties": {
|
||||
"type": "number",
|
||||
"format": "double"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"Update": {
|
||||
"id": "Update",
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"csvInstance": {
|
||||
"type": "array",
|
||||
"description": "The input features for this instance",
|
||||
"items": {
|
||||
"type": "any"
|
||||
}
|
||||
},
|
||||
"label": {
|
||||
"type": "string",
|
||||
"description": "The class label of this instance"
|
||||
},
|
||||
"output": {
|
||||
"type": "string",
|
||||
"description": "The generic output value - could be regression value or class label"
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"resources": {
|
||||
"hostedmodels": {
|
||||
"methods": {
|
||||
"predict": {
|
||||
"id": "prediction.hostedmodels.predict",
|
||||
"path": "hostedmodels/{hostedModelName}/predict",
|
||||
"httpMethod": "POST",
|
||||
"description": "Submit input and request an output against a hosted model.",
|
||||
"parameters": {
|
||||
"hostedModelName": {
|
||||
"type": "string",
|
||||
"description": "The name of a hosted model.",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"hostedModelName"
|
||||
],
|
||||
"request": {
|
||||
"$ref": "Input"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Output"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
}
|
||||
}
|
||||
"basePath": "/prediction/v1.4/",
|
||||
"baseUrl": "https://www.googleapis.com/prediction/v1.4/",
|
||||
"batchPath": "batch/prediction/v1.4",
|
||||
"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/UWwWpdkeaK4ZVhf_4VB1iBPZ3Lo\"",
|
||||
"icons": {
|
||||
"x16": "https://www.google.com/images/icons/feature/predictionapi-16.png",
|
||||
"x32": "https://www.google.com/images/icons/feature/predictionapi-32.png"
|
||||
},
|
||||
"trainedmodels": {
|
||||
"methods": {
|
||||
"delete": {
|
||||
"id": "prediction.trainedmodels.delete",
|
||||
"path": "trainedmodels/{id}",
|
||||
"httpMethod": "DELETE",
|
||||
"description": "Delete a trained model.",
|
||||
"parameters": {
|
||||
"id": {
|
||||
"type": "string",
|
||||
"description": "The unique name for the predictive model.",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"id"
|
||||
],
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"id": "prediction:v1.4",
|
||||
"kind": "discovery#restDescription",
|
||||
"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"
|
||||
},
|
||||
"get": {
|
||||
"id": "prediction.trainedmodels.get",
|
||||
"path": "trainedmodels/{id}",
|
||||
"httpMethod": "GET",
|
||||
"description": "Check training status of your model.",
|
||||
"parameters": {
|
||||
"id": {
|
||||
"type": "string",
|
||||
"description": "The unique name for the predictive model.",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"id"
|
||||
],
|
||||
"response": {
|
||||
"$ref": "Training"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"fields": {
|
||||
"description": "Selector specifying which fields to include in a partial response.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
},
|
||||
"insert": {
|
||||
"id": "prediction.trainedmodels.insert",
|
||||
"path": "trainedmodels",
|
||||
"httpMethod": "POST",
|
||||
"description": "Begin training your model.",
|
||||
"request": {
|
||||
"$ref": "Training"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Training"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/devstorage.full_control",
|
||||
"https://www.googleapis.com/auth/devstorage.read_only",
|
||||
"https://www.googleapis.com/auth/devstorage.read_write",
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"key": {
|
||||
"description": "API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
},
|
||||
"predict": {
|
||||
"id": "prediction.trainedmodels.predict",
|
||||
"path": "trainedmodels/{id}/predict",
|
||||
"httpMethod": "POST",
|
||||
"description": "Submit model id and request a prediction",
|
||||
"parameters": {
|
||||
"id": {
|
||||
"type": "string",
|
||||
"description": "The unique name for the predictive model.",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"id"
|
||||
],
|
||||
"request": {
|
||||
"$ref": "Input"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Output"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"oauth_token": {
|
||||
"description": "OAuth 2.0 token for the current user.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
},
|
||||
"update": {
|
||||
"id": "prediction.trainedmodels.update",
|
||||
"path": "trainedmodels/{id}",
|
||||
"httpMethod": "PUT",
|
||||
"description": "Add new data to a trained model.",
|
||||
"parameters": {
|
||||
"id": {
|
||||
"type": "string",
|
||||
"description": "The unique name for the predictive model.",
|
||||
"required": true,
|
||||
"location": "path"
|
||||
}
|
||||
},
|
||||
"parameterOrder": [
|
||||
"id"
|
||||
],
|
||||
"request": {
|
||||
"$ref": "Update"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Training"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
"prettyPrint": {
|
||||
"default": "true",
|
||||
"description": "Returns response with indentations and line breaks.",
|
||||
"location": "query",
|
||||
"type": "boolean"
|
||||
},
|
||||
"quotaUser": {
|
||||
"description": "Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. Overrides userIp if both are provided.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
},
|
||||
"userIp": {
|
||||
"description": "IP address of the site where the request originates. Use this if you want to enforce per-user limits.",
|
||||
"location": "query",
|
||||
"type": "string"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"protocol": "rest",
|
||||
"resources": {
|
||||
"hostedmodels": {
|
||||
"methods": {
|
||||
"predict": {
|
||||
"description": "Submit input and request an output against a hosted model.",
|
||||
"httpMethod": "POST",
|
||||
"id": "prediction.hostedmodels.predict",
|
||||
"parameterOrder": [
|
||||
"hostedModelName"
|
||||
],
|
||||
"parameters": {
|
||||
"hostedModelName": {
|
||||
"description": "The name of a hosted model.",
|
||||
"location": "path",
|
||||
"required": true,
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"path": "hostedmodels/{hostedModelName}/predict",
|
||||
"request": {
|
||||
"$ref": "Input"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Output"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
}
|
||||
}
|
||||
},
|
||||
"trainedmodels": {
|
||||
"methods": {
|
||||
"delete": {
|
||||
"description": "Delete a trained model.",
|
||||
"httpMethod": "DELETE",
|
||||
"id": "prediction.trainedmodels.delete",
|
||||
"parameterOrder": [
|
||||
"id"
|
||||
],
|
||||
"parameters": {
|
||||
"id": {
|
||||
"description": "The unique name for the predictive model.",
|
||||
"location": "path",
|
||||
"required": true,
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"path": "trainedmodels/{id}",
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
},
|
||||
"get": {
|
||||
"description": "Check training status of your model.",
|
||||
"httpMethod": "GET",
|
||||
"id": "prediction.trainedmodels.get",
|
||||
"parameterOrder": [
|
||||
"id"
|
||||
],
|
||||
"parameters": {
|
||||
"id": {
|
||||
"description": "The unique name for the predictive model.",
|
||||
"location": "path",
|
||||
"required": true,
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"path": "trainedmodels/{id}",
|
||||
"response": {
|
||||
"$ref": "Training"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
},
|
||||
"insert": {
|
||||
"description": "Begin training your model.",
|
||||
"httpMethod": "POST",
|
||||
"id": "prediction.trainedmodels.insert",
|
||||
"path": "trainedmodels",
|
||||
"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"
|
||||
]
|
||||
},
|
||||
"predict": {
|
||||
"description": "Submit model id and request a prediction",
|
||||
"httpMethod": "POST",
|
||||
"id": "prediction.trainedmodels.predict",
|
||||
"parameterOrder": [
|
||||
"id"
|
||||
],
|
||||
"parameters": {
|
||||
"id": {
|
||||
"description": "The unique name for the predictive model.",
|
||||
"location": "path",
|
||||
"required": true,
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"path": "trainedmodels/{id}/predict",
|
||||
"request": {
|
||||
"$ref": "Input"
|
||||
},
|
||||
"response": {
|
||||
"$ref": "Output"
|
||||
},
|
||||
"scopes": [
|
||||
"https://www.googleapis.com/auth/prediction"
|
||||
]
|
||||
},
|
||||
"update": {
|
||||
"description": "Add new data to a trained model.",
|
||||
"httpMethod": "PUT",
|
||||
"id": "prediction.trainedmodels.update",
|
||||
"parameterOrder": [
|
||||
"id"
|
||||
],
|
||||
"parameters": {
|
||||
"id": {
|
||||
"description": "The unique name for the predictive model.",
|
||||
"location": "path",
|
||||
"required": true,
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"path": "trainedmodels/{id}",
|
||||
"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": {
|
||||
"description": "Input to the model for a prediction",
|
||||
"properties": {
|
||||
"csvInstance": {
|
||||
"description": "A list of input features, these can be strings or doubles.",
|
||||
"items": {
|
||||
"type": "any"
|
||||
},
|
||||
"type": "array"
|
||||
}
|
||||
},
|
||||
"type": "object"
|
||||
}
|
||||
},
|
||||
"type": "object"
|
||||
},
|
||||
"Output": {
|
||||
"id": "Output",
|
||||
"properties": {
|
||||
"id": {
|
||||
"description": "The unique name for the predictive model.",
|
||||
"type": "string"
|
||||
},
|
||||
"kind": {
|
||||
"default": "prediction#output",
|
||||
"description": "What kind of resource this is.",
|
||||
"type": "string"
|
||||
},
|
||||
"outputLabel": {
|
||||
"description": "The most likely class label [Categorical models only].",
|
||||
"type": "string"
|
||||
},
|
||||
"outputMulti": {
|
||||
"description": "A list of class labels with their estimated probabilities [Categorical models only].",
|
||||
"items": {
|
||||
"properties": {
|
||||
"label": {
|
||||
"description": "The class label.",
|
||||
"type": "string"
|
||||
},
|
||||
"score": {
|
||||
"description": "The probability of the class label.",
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
}
|
||||
},
|
||||
"type": "object"
|
||||
},
|
||||
"type": "array"
|
||||
},
|
||||
"outputValue": {
|
||||
"description": "The estimated regression value [Regression models only].",
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"selfLink": {
|
||||
"description": "A URL to re-request this resource.",
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"type": "object"
|
||||
},
|
||||
"Training": {
|
||||
"id": "Training",
|
||||
"properties": {
|
||||
"dataAnalysis": {
|
||||
"description": "Data Analysis.",
|
||||
"properties": {
|
||||
"warnings": {
|
||||
"items": {
|
||||
"type": "string"
|
||||
},
|
||||
"type": "array"
|
||||
}
|
||||
},
|
||||
"type": "object"
|
||||
},
|
||||
"id": {
|
||||
"description": "The unique name for the predictive model.",
|
||||
"type": "string"
|
||||
},
|
||||
"kind": {
|
||||
"default": "prediction#training",
|
||||
"description": "What kind of resource this is.",
|
||||
"type": "string"
|
||||
},
|
||||
"modelInfo": {
|
||||
"description": "Model metadata.",
|
||||
"properties": {
|
||||
"classWeightedAccuracy": {
|
||||
"description": "Estimated accuracy of model taking utility weights into account [Categorical models only].",
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"classificationAccuracy": {
|
||||
"description": "A number between 0.0 and 1.0, where 1.0 is 100% accurate. This is an estimate, based on the amount and quality of the training data, of the estimated prediction accuracy. You can use this is a guide to decide whether the results are accurate enough for your needs. This estimate will be more reliable if your real input data is similar to your training data [Categorical models only].",
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"confusionMatrix": {
|
||||
"additionalProperties": {
|
||||
"additionalProperties": {
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"type": "object"
|
||||
},
|
||||
"description": "An output confusion matrix. This shows an estimate for how this model will do in predictions. This is first indexed by the true class label. For each true class label, this provides a pair {predicted_label, count}, where count is the estimated number of times the model will predict the predicted label given the true label. Will not output if more then 100 classes [Categorical models only].",
|
||||
"type": "object"
|
||||
},
|
||||
"confusionMatrixRowTotals": {
|
||||
"additionalProperties": {
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"description": "A list of the confusion matrix row totals",
|
||||
"type": "object"
|
||||
},
|
||||
"meanSquaredError": {
|
||||
"description": "An estimated mean squared error. The can be used to measure the quality of the predicted model [Regression models only].",
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"modelType": {
|
||||
"description": "Type of predictive model (CLASSIFICATION or REGRESSION)",
|
||||
"type": "string"
|
||||
},
|
||||
"numberInstances": {
|
||||
"description": "Number of valid data instances used in the trained model.",
|
||||
"format": "int64",
|
||||
"type": "string"
|
||||
},
|
||||
"numberLabels": {
|
||||
"description": "Number of class labels in the trained model [Categorical models only].",
|
||||
"format": "int64",
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"type": "object"
|
||||
},
|
||||
"selfLink": {
|
||||
"description": "A URL to re-request this resource.",
|
||||
"type": "string"
|
||||
},
|
||||
"storageDataLocation": {
|
||||
"description": "Google storage location of the training data file.",
|
||||
"type": "string"
|
||||
},
|
||||
"storagePMMLLocation": {
|
||||
"description": "Google storage location of the preprocessing pmml file.",
|
||||
"type": "string"
|
||||
},
|
||||
"storagePMMLModelLocation": {
|
||||
"description": "Google storage location of the pmml model file.",
|
||||
"type": "string"
|
||||
},
|
||||
"trainingStatus": {
|
||||
"description": "The current status of the training job. This can be one of following: RUNNING; DONE; ERROR; ERROR: TRAINING JOB NOT FOUND",
|
||||
"type": "string"
|
||||
},
|
||||
"utility": {
|
||||
"description": "A class weighting function, which allows the importance weights for class labels to be specified [Categorical models only].",
|
||||
"items": {
|
||||
"additionalProperties": {
|
||||
"format": "double",
|
||||
"type": "number"
|
||||
},
|
||||
"description": "Class label (string).",
|
||||
"type": "object"
|
||||
},
|
||||
"type": "array"
|
||||
}
|
||||
},
|
||||
"type": "object"
|
||||
},
|
||||
"Update": {
|
||||
"id": "Update",
|
||||
"properties": {
|
||||
"csvInstance": {
|
||||
"description": "The input features for this instance",
|
||||
"items": {
|
||||
"type": "any"
|
||||
},
|
||||
"type": "array"
|
||||
},
|
||||
"label": {
|
||||
"description": "The class label of this instance",
|
||||
"type": "string"
|
||||
},
|
||||
"output": {
|
||||
"description": "The generic output value - could be regression value or class label",
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"type": "object"
|
||||
}
|
||||
},
|
||||
"servicePath": "prediction/v1.4/",
|
||||
"title": "Prediction API",
|
||||
"version": "v1.4"
|
||||
}
|
||||
1370
vendor/google.golang.org/api/prediction/v1.5/prediction-api.json
generated
vendored
1370
vendor/google.golang.org/api/prediction/v1.5/prediction-api.json
generated
vendored
File diff suppressed because it is too large
Load Diff
1550
vendor/google.golang.org/api/prediction/v1.6/prediction-api.json
generated
vendored
1550
vendor/google.golang.org/api/prediction/v1.6/prediction-api.json
generated
vendored
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user