{
    "swagger": "2.0",
    "info": {
        "title": "ML service",
        "description": "API specification for the Azure Machine Learning service ML service",
        "version": "1.0"
    },
    "schemes": [
        "https"
    ],
    "consumes": [
        "application/json"
    ],
    "produces": [
        "application/json"
    ],
    "securityDefinitions": {
        "Bearer": {
            "type": "apiKey",
            "name": "Authorization",
            "in": "header",
            "description": "For example: Bearer abc123"
        }
    },
    "paths": {
        "/": {
            "get": {
                "operationId": "ServiceHealthCheck",
                "description": "Simple health check endpoint to ensure the service is up at any given point.",
                "responses": {
                    "200": {
                        "description": "If service is up and running, this response will be returned with the content 'Healthy'",
                        "schema": {
                            "type": "string"
                        },
                        "examples": {
                            "application/json": "Healthy"
                        }
                    },
                    "default": {
                        "description": "The service failed to execute due to an error.",
                        "schema": {
                            "$ref": "#/definitions/ErrorResponse"
                        }
                    }
                }
            }
        },
        "/score": {
            "post": {
                "operationId": "RunMLService",
                "description": "Run web service's model and get the prediction output",
                "security": [
                    {
                        "Bearer": []
                    }
                ],
                "parameters": [
                    {
                        "name": "serviceInputPayload",
                        "in": "body",
                        "description": "The input payload for executing the real-time machine learning service.",
                        "schema": {
                            "$ref": "#/definitions/ServiceInput"
                        }
                    }
                ],
                "responses": {
                    "200": {
                        "description": "The service processed the input correctly and provided a result prediction, if applicable.",
                        "schema": {
                            "$ref": "#/definitions/ServiceOutput"
                        }
                    },
                    "default": {
                        "description": "The service failed to execute due to an error.",
                        "schema": {
                            "$ref": "#/definitions/ErrorResponse"
                        }
                    }
                }
            }
        },
        "/swagger.json": {
            "get": {
                "operationId": "GetSwaggerSpec",
                "description": "Get the Swagger specification.",
                "parameters": [
                    {
                        "name": "version",
                        "in": "query",
                        "required": false,
                        "type": "integer",
                        "enum": [
                            2,
                            3
                        ]
                    }
                ],
                "responses": {
                    "200": {
                        "description": "The Swagger specification.",
                        "schema": {
                            "type": "string"
                        }
                    },
                    "default": {
                        "description": "The service failed to execute due to an error.",
                        "schema": {
                            "$ref": "#/definitions/ErrorResponse"
                        }
                    }
                }
            }
        }
    },
    "definitions": {
        "ServiceInput": {
            "type": "object",
            "properties": {
                "data": {
                    "type": "array",
                    "items": {
                        "type": "object",
                        "required": [
                            "type",
                            "amount",
                            "oldbalanceOrg",
                            "newbalanceOrig",
                            "oldbalanceDest",
                            "newbalanceDest",
                            "hour",
                            "dayOfMonth",
                            "isMerchantDest",
                            "errorBalanceOrig",
                            "errorBalanceDest"
                        ],
                        "properties": {
                            "type": {
                                "type": "number",
                                "format": "double"
                            },
                            "amount": {
                                "type": "number",
                                "format": "double"
                            },
                            "oldbalanceOrg": {
                                "type": "number",
                                "format": "double"
                            },
                            "newbalanceOrig": {
                                "type": "number",
                                "format": "double"
                            },
                            "oldbalanceDest": {
                                "type": "number",
                                "format": "double"
                            },
                            "newbalanceDest": {
                                "type": "number",
                                "format": "double"
                            },
                            "hour": {
                                "type": "number",
                                "format": "double"
                            },
                            "dayOfMonth": {
                                "type": "number",
                                "format": "double"
                            },
                            "isMerchantDest": {
                                "type": "number",
                                "format": "double"
                            },
                            "errorBalanceOrig": {
                                "type": "number",
                                "format": "double"
                            },
                            "errorBalanceDest": {
                                "type": "number",
                                "format": "double"
                            }
                        }
                    },
                    "format": "pandas.DataFrame:records"
                }
            },
            "example": {
                "data": [
                    {
                        "type": 1.0,
                        "amount": 100.0,
                        "oldbalanceOrg": 1000.0,
                        "newbalanceOrig": 900.0,
                        "oldbalanceDest": 0.0,
                        "newbalanceDest": 0.0,
                        "hour": 1.0,
                        "dayOfMonth": 1.0,
                        "isMerchantDest": 1.0,
                        "errorBalanceOrig": 0.0,
                        "errorBalanceDest": 900.0
                    }
                ]
            }
        },
        "ServiceOutput": {
            "type": "array",
            "items": {
                "type": "integer",
                "format": "int64"
            },
            "example": [
                0
            ],
            "format": "numpy.ndarray"
        },
        "ErrorResponse": {
            "type": "object",
            "properties": {
                "status_code": {
                    "type": "integer",
                    "format": "int32"
                },
                "message": {
                    "type": "string"
                }
            }
        }
    }
}