{
  "$schema": "http://json-schema.org/draft-07/schema",
  "type": "array",
  "items": {
    "type": "object",
    "properties": {
      "name": {
        "type": "string",
        "title": "Name",
        "description": "the name of the test case"
      },
      "operator": {
        "type": "string",
        "pattern": "[A-Z][a-zA-Z]*",
        "title": "Operator",
        "description": "the operator to use for the test case"
      },
      "attributes": {
        "type": "array",
        "description": "the attributes to use for the test case",
        "items": {
          "type": "object",
          "oneOf": [
            {
              "properties": {
                "name": {
                  "type": "string",
                  "description": "the name of the attribute"
                },
                "type": {
                  "const": "int",
                  "description": "the type of the attribute"
                },
                "data": {
                  "type": "integer",
                  "description": "the value of the attribute"
                }
              },
              "required": ["name", "data", "type"],
              "additionalProperties": false
            },
            {
              "properties": {
                "name": {
                  "type": "string",
                  "description": "the name of the attribute"
                },
                "type": {
                  "const": "ints",
                  "description": "the type of the attribute"
                },
                "data": {
                  "type": "array",
                  "items": {
                    "type": "integer"
                  },
                  "description": "the value of the attribute"
                }
              },
              "required": ["name", "data", "type"],
              "additionalProperties": false
            },
            {
              "properties": {
                "name": {
                  "type": "string",
                  "description": "the name of the attribute"
                },
                "type": {
                  "const": "float",
                  "description": "the type of the attribute"
                },
                "data": {
                  "type": "number",
                  "description": "the value of the attribute"
                }
              },
              "required": ["name", "data", "type"],
              "additionalProperties": false
            },
            {
              "properties": {
                "name": {
                  "type": "string",
                  "description": "the name of the attribute"
                },
                "type": {
                  "const": "floats",
                  "description": "the type of the attribute"
                },
                "data": {
                  "type": "array",
                  "items": {
                    "type": "number"
                  },
                  "description": "the value of the attribute"
                }
              },
              "required": ["name", "data", "type"],
              "additionalProperties": false
            },
            {
              "properties": {
                "name": {
                  "type": "string",
                  "description": "the name of the attribute"
                },
                "type": {
                  "const": "string",
                  "description": "the type of the attribute"
                },
                "data": {
                  "type": "string",
                  "description": "the value of the attribute"
                }
              },
              "required": ["name", "data", "type"],
              "additionalProperties": false
            },
            {
              "properties": {
                "name": {
                  "type": "string",
                  "description": "the name of the attribute"
                },
                "type": {
                  "const": "strings",
                  "description": "the type of the attribute"
                },
                "data": {
                  "type": "array",
                  "items": {
                    "type": "string"
                  },
                  "description": "the value of the attribute"
                }
              },
              "required": ["name", "data", "type"],
              "additionalProperties": false
            }
          ]
        }
      },
      "opset": {
        "type": "object",
        "description": "opset is an optional field that specifies the opset to use for the test case. If not specified, the latest opset of \"\"(onnx.ai) is used.",
        "properties": {
          "domain": {
            "type": "string",
            "description": "the domain of the opset"
          },
          "version": {
            "type": "integer",
            "description": "the version of the opset"
          }
        },
        "required": ["domain", "version"],
        "additionalProperties": false
      },
      "cases": {
        "type": "array",
        "description": "the test cases",
        "items": {
          "type": "object",
          "properties": {
            "name": {
              "type": "string",
              "description": "the name of the test case"
            },
            "inputs": {
              "type": "array",
              "description": "the test case inputs",
              "items": {
                "oneOf": [
                  {
                    "type": "object",
                    "properties": {
                      "type": {
                        "enum": [
                          "float32",
                          "float64",
                          "int8",
                          "int16",
                          "int32",
                          "int64",
                          "uint8",
                          "uint16",
                          "uint32",
                          "uint64",
                          "bool",
                          "string"
                        ]
                      },
                      "data": {
                        "type": "array",
                        "items": {
                          "type": ["number", "string", "boolean"]
                        }
                      },
                      "dims": {
                        "type": "array",
                        "items": {
                          "type": "integer",
                          "minimum": 0
                        }
                      }
                    },
                    "required": ["type", "data", "dims"],
                    "additionalProperties": false
                  },
                  {
                    "type": "object",
                    "properties": {
                      "type": {
                        "enum": [
                          "float32",
                          "float64",
                          "int8",
                          "int16",
                          "int32",
                          "int64",
                          "uint8",
                          "uint16",
                          "uint32",
                          "uint64",
                          "bool",
                          "string"
                        ]
                      },
                      "data": {
                        "type": "null"
                      }
                    },
                    "required": ["type", "data"],
                    "additionalProperties": false
                  }
                ]
              }
            },
            "outputs": {
              "type": "array",
              "description": "the test case outputs",
              "items": {
                "oneOf": [
                  {
                    "type": "object",
                    "properties": {
                      "type": {
                        "enum": [
                          "float32",
                          "float64",
                          "int8",
                          "int16",
                          "int32",
                          "int64",
                          "uint8",
                          "uint16",
                          "uint32",
                          "uint64",
                          "bool",
                          "string"
                        ]
                      },
                      "data": {
                        "type": "array",
                        "items": {
                          "type": ["number", "string", "boolean"]
                        }
                      },
                      "dims": {
                        "type": "array",
                        "items": {
                          "type": "integer",
                          "minimum": 0
                        }
                      }
                    },
                    "required": ["type", "data", "dims"],
                    "additionalProperties": false
                  },
                  {
                    "type": "object",
                    "properties": {
                      "type": {
                        "enum": [
                          "float32",
                          "float64",
                          "int8",
                          "int16",
                          "int32",
                          "int64",
                          "uint8",
                          "uint16",
                          "uint32",
                          "uint64",
                          "bool",
                          "string"
                        ]
                      },
                      "data": {
                        "type": "null"
                      }
                    },
                    "required": ["type", "data"],
                    "additionalProperties": false
                  }
                ]
              }
            }
          },
          "required": ["name", "inputs", "outputs"],
          "additionalProperties": false
        }
      },
      "inputShapeDefinitions": {
        "description": "inputShapeDefinitions is an optional field that specifies the shapes constraints for the test case inputs. It can be one of the following:\n - \"none\": no shape constraints for the test case inputs.\n - \"rankOnly\": the rank of the test case inputs are specified automatically, but not the shape.\n - \"static\": the shape of the test case inputs are fully specified automatically.\n - an array of shapes: the shapes constraints for the test case inputs. shape can be represented by an array, whose element is either a number for a static dimension or a string for a semantic(dynamic) dimension.",
        "oneOf": [
          {
            "type": "array",
            "items": {
              "oneOf": [
                {
                  "type": "array",
                  "items": {
                    "type": ["integer", "string"]
                  }
                },
                { "type": "null" }
              ]
            }
          },
          {
            "enum": ["none", "rankOnly", "static"]
          }
        ]
      },
      "platformCondition": {
        "type": "string",
        "description": "the condition for the test case, a regex string applied on platform name. If not specified, the test will run on all platforms. Otherwise, the test will only run on platforms that match the pattern. see https://github.com/bestiejs/platform.js/"
      }
    },
    "required": ["name", "operator", "cases"],
    "additionalProperties": false
  }
}