{
  "$defs": {
    "check": {
      "oneOf": [
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "type": {
              "const": "all_equal"
            },
            "value": {
              "$ref": "#/$defs/scalar"
            }
          },
          "required": [
            "type",
            "columns"
          ],
          "title": "all_equal",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "operator": {
              "enum": [
                "==",
                "!=",
                "\u003c",
                "\u003c=",
                "\u003e",
                "\u003e="
              ],
              "type": "string"
            },
            "other_column": {
              "type": "string"
            },
            "type": {
              "const": "compare_columns"
            }
          },
          "required": [
            "type"
          ],
          "title": "compare_columns",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "format": {
              "type": "string"
            },
            "formats": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "type": {
              "const": "date_format"
            }
          },
          "required": [
            "type"
          ],
          "title": "date_format",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "type": {
              "const": "equals"
            },
            "value": {
              "$ref": "#/$defs/scalar"
            }
          },
          "required": [
            "type"
          ],
          "title": "equals",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "type": {
              "const": "has_null_keys"
            }
          },
          "required": [
            "type",
            "columns"
          ],
          "title": "has_null_keys",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "type": {
              "const": "is_present"
            }
          },
          "required": [
            "type"
          ],
          "title": "is_present",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A global-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "type": {
              "const": "is_unique"
            }
          },
          "required": [
            "type"
          ],
          "title": "is_unique",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A global-scope check.",
          "properties": {
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "type": {
              "const": "is_unique_composite"
            }
          },
          "required": [
            "type",
            "columns"
          ],
          "title": "is_unique_composite",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "pattern": {
              "type": "string"
            },
            "type": {
              "const": "matches_pattern"
            }
          },
          "required": [
            "type"
          ],
          "title": "matches_pattern",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "max_length": {
              "minimum": 0,
              "type": "integer"
            },
            "type": {
              "const": "max_length"
            }
          },
          "required": [
            "type"
          ],
          "title": "max_length",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "min_length": {
              "minimum": 0,
              "type": "integer"
            },
            "type": {
              "const": "min_length"
            }
          },
          "required": [
            "type"
          ],
          "title": "min_length",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "type": {
              "const": "not_blank"
            }
          },
          "required": [
            "type"
          ],
          "title": "not_blank",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "type": {
              "const": "not_equals"
            },
            "value": {
              "$ref": "#/$defs/scalar"
            }
          },
          "required": [
            "type"
          ],
          "title": "not_equals",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "type": {
              "const": "not_null"
            }
          },
          "required": [
            "type"
          ],
          "title": "not_null",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A reference-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "reference_column": {
              "type": "string"
            },
            "reference_file": {
              "type": "string"
            },
            "type": {
              "const": "referential_integrity"
            }
          },
          "required": [
            "type"
          ],
          "title": "referential_integrity",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A reference-scope check.",
          "properties": {
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "reference_columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "reference_file": {
              "type": "string"
            },
            "type": {
              "const": "referential_integrity_composite"
            }
          },
          "required": [
            "type",
            "columns"
          ],
          "title": "referential_integrity_composite",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A schema-scope check.",
          "properties": {
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "type": {
              "const": "required_columns"
            }
          },
          "required": [
            "type",
            "columns"
          ],
          "title": "required_columns",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A schema-scope check.",
          "properties": {
            "allow_extra_columns": {
              "type": "boolean"
            },
            "columns": {
              "additionalProperties": {
                "$ref": "#/$defs/type_name"
              },
              "minProperties": 1,
              "type": "object"
            },
            "mode": {
              "enum": [
                "strict",
                "castable"
              ],
              "type": "string"
            },
            "require_columns": {
              "type": "boolean"
            },
            "type": {
              "const": "schema_matches"
            }
          },
          "required": [
            "type"
          ],
          "title": "schema_matches",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "max": {
              "type": "string"
            },
            "min": {
              "type": "string"
            },
            "timezone": {
              "type": "string"
            },
            "type": {
              "const": "timestamp_window"
            }
          },
          "required": [
            "type"
          ],
          "title": "timestamp_window",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "expected_type": {
              "$ref": "#/$defs/type_name"
            },
            "type": {
              "const": "type_check"
            }
          },
          "required": [
            "type"
          ],
          "title": "type_check",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "length": {
              "minimum": 0,
              "type": "integer"
            },
            "type": {
              "const": "valid_length"
            }
          },
          "required": [
            "type"
          ],
          "title": "valid_length",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "exclusive_max": {
              "type": "boolean"
            },
            "exclusive_min": {
              "type": "boolean"
            },
            "max": {
              "type": [
                "number",
                "string"
              ]
            },
            "min": {
              "type": [
                "number",
                "string"
              ]
            },
            "type": {
              "const": "valid_range"
            }
          },
          "required": [
            "type"
          ],
          "title": "valid_range",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A schema-scope check.",
          "properties": {
            "reference_column": {
              "type": "string"
            },
            "reference_file": {
              "type": "string"
            },
            "type": {
              "const": "valid_schema_columns"
            }
          },
          "required": [
            "type"
          ],
          "title": "valid_schema_columns",
          "type": "object"
        },
        {
          "additionalProperties": false,
          "description": "A row-scope check.",
          "properties": {
            "column": {
              "type": "string"
            },
            "columns": {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            },
            "type": {
              "const": "valid_values"
            },
            "values": {
              "items": {
                "$ref": "#/$defs/scalar"
              },
              "type": "array"
            }
          },
          "required": [
            "type"
          ],
          "title": "valid_values",
          "type": "object"
        }
      ],
      "properties": {
        "type": {
          "enum": [
            "all_equal",
            "compare_columns",
            "date_format",
            "equals",
            "has_null_keys",
            "is_present",
            "is_unique",
            "is_unique_composite",
            "matches_pattern",
            "max_length",
            "min_length",
            "not_blank",
            "not_equals",
            "not_null",
            "referential_integrity",
            "referential_integrity_composite",
            "required_columns",
            "schema_matches",
            "timestamp_window",
            "type_check",
            "valid_length",
            "valid_range",
            "valid_schema_columns",
            "valid_values"
          ],
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    },
    "check_map": {
      "additionalProperties": false,
      "properties": {
        "all_equal": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "value": {
                  "$ref": "#/$defs/scalar"
                }
              },
              "required": [
                "columns"
              ],
              "type": "object"
            },
            {
              "const": true
            },
            {
              "type": "null"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or true when it needs none."
        },
        "compare_columns": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "operator": {
                  "enum": [
                    "==",
                    "!=",
                    "\u003c",
                    "\u003c=",
                    "\u003e",
                    "\u003e="
                  ],
                  "type": "string"
                },
                "other_column": {
                  "type": "string"
                }
              },
              "type": "object"
            },
            {
              "const": true
            },
            {
              "type": "null"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or true when it needs none."
        },
        "date_format": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "format": {
                  "type": "string"
                },
                "formats": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                }
              },
              "type": "object"
            },
            {
              "type": "string"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or just its format."
        },
        "equals": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "value": {
                  "$ref": "#/$defs/scalar"
                }
              },
              "type": "object"
            },
            {
              "$ref": "#/$defs/scalar"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or just its value."
        },
        "has_null_keys": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                }
              },
              "required": [
                "columns"
              ],
              "type": "object"
            },
            {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or just its columns."
        },
        "is_present": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                }
              },
              "type": "object"
            },
            {
              "const": true
            },
            {
              "type": "null"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or true when it needs none."
        },
        "is_unique": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                }
              },
              "type": "object"
            },
            {
              "const": true
            },
            {
              "type": "null"
            }
          ],
          "description": "A global-scope check: its arguments as a mapping, or true when it needs none."
        },
        "is_unique_composite": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                }
              },
              "required": [
                "columns"
              ],
              "type": "object"
            },
            {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            }
          ],
          "description": "A global-scope check: its arguments as a mapping, or just its columns."
        },
        "matches_pattern": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "pattern": {
                  "type": "string"
                }
              },
              "type": "object"
            },
            {
              "type": "string"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or just its pattern."
        },
        "max_length": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "max_length": {
                  "minimum": 0,
                  "type": "integer"
                }
              },
              "type": "object"
            },
            {
              "minimum": 0,
              "type": "integer"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or just its max_length."
        },
        "min_length": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "min_length": {
                  "minimum": 0,
                  "type": "integer"
                }
              },
              "type": "object"
            },
            {
              "minimum": 0,
              "type": "integer"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or just its min_length."
        },
        "not_blank": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                }
              },
              "type": "object"
            },
            {
              "const": true
            },
            {
              "type": "null"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or true when it needs none."
        },
        "not_equals": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "value": {
                  "$ref": "#/$defs/scalar"
                }
              },
              "type": "object"
            },
            {
              "$ref": "#/$defs/scalar"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or just its value."
        },
        "not_null": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                }
              },
              "type": "object"
            },
            {
              "const": true
            },
            {
              "type": "null"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or true when it needs none."
        },
        "referential_integrity": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "reference_column": {
                  "type": "string"
                },
                "reference_file": {
                  "type": "string"
                }
              },
              "type": "object"
            },
            {
              "const": true
            },
            {
              "type": "null"
            }
          ],
          "description": "A reference-scope check: its arguments as a mapping, or true when it needs none."
        },
        "referential_integrity_composite": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "reference_columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "reference_file": {
                  "type": "string"
                }
              },
              "required": [
                "columns"
              ],
              "type": "object"
            },
            {
              "const": true
            },
            {
              "type": "null"
            }
          ],
          "description": "A reference-scope check: its arguments as a mapping, or true when it needs none."
        },
        "required_columns": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                }
              },
              "required": [
                "columns"
              ],
              "type": "object"
            },
            {
              "items": {
                "type": "string"
              },
              "minItems": 1,
              "type": "array"
            }
          ],
          "description": "A schema-scope check: its arguments as a mapping, or just its columns."
        },
        "schema_matches": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "allow_extra_columns": {
                  "type": "boolean"
                },
                "columns": {
                  "additionalProperties": {
                    "$ref": "#/$defs/type_name"
                  },
                  "minProperties": 1,
                  "type": "object"
                },
                "mode": {
                  "enum": [
                    "strict",
                    "castable"
                  ],
                  "type": "string"
                },
                "require_columns": {
                  "type": "boolean"
                }
              },
              "type": "object"
            },
            {
              "const": true
            },
            {
              "type": "null"
            }
          ],
          "description": "A schema-scope check: its arguments as a mapping, or true when it needs none."
        },
        "timestamp_window": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "max": {
                  "type": "string"
                },
                "min": {
                  "type": "string"
                },
                "timezone": {
                  "type": "string"
                }
              },
              "type": "object"
            },
            {
              "const": true
            },
            {
              "type": "null"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or true when it needs none."
        },
        "type_check": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "expected_type": {
                  "$ref": "#/$defs/type_name"
                }
              },
              "type": "object"
            },
            {
              "$ref": "#/$defs/type_name"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or just its expected_type."
        },
        "valid_length": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "length": {
                  "minimum": 0,
                  "type": "integer"
                }
              },
              "type": "object"
            },
            {
              "minimum": 0,
              "type": "integer"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or just its length."
        },
        "valid_range": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "exclusive_max": {
                  "type": "boolean"
                },
                "exclusive_min": {
                  "type": "boolean"
                },
                "max": {
                  "type": [
                    "number",
                    "string"
                  ]
                },
                "min": {
                  "type": [
                    "number",
                    "string"
                  ]
                }
              },
              "type": "object"
            },
            {
              "const": true
            },
            {
              "type": "null"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or true when it needs none."
        },
        "valid_schema_columns": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "reference_column": {
                  "type": "string"
                },
                "reference_file": {
                  "type": "string"
                }
              },
              "type": "object"
            },
            {
              "const": true
            },
            {
              "type": "null"
            }
          ],
          "description": "A schema-scope check: its arguments as a mapping, or true when it needs none."
        },
        "valid_values": {
          "anyOf": [
            {
              "additionalProperties": false,
              "properties": {
                "column": {
                  "type": "string"
                },
                "columns": {
                  "items": {
                    "type": "string"
                  },
                  "minItems": 1,
                  "type": "array"
                },
                "values": {
                  "items": {
                    "$ref": "#/$defs/scalar"
                  },
                  "type": "array"
                }
              },
              "type": "object"
            },
            {
              "items": {
                "$ref": "#/$defs/scalar"
              },
              "type": "array"
            }
          ],
          "description": "A row-scope check: its arguments as a mapping, or just its values."
        }
      },
      "type": "object"
    },
    "column": {
      "additionalProperties": false,
      "properties": {
        "false_values": {
          "items": {
            "type": "string"
          },
          "type": "array"
        },
        "formats": {
          "items": {
            "type": "string"
          },
          "type": "array"
        },
        "nullable": {
          "type": "boolean"
        },
        "path": {
          "type": "string"
        },
        "precision": {
          "type": "integer"
        },
        "required": {
          "type": "boolean"
        },
        "scale": {
          "type": "integer"
        },
        "timezone": {
          "type": "string"
        },
        "trim": {
          "type": "boolean"
        },
        "true_values": {
          "items": {
            "type": "string"
          },
          "type": "array"
        },
        "type": {
          "$ref": "#/$defs/type_name"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    },
    "condition": {
      "additionalProperties": false,
      "properties": {
        "all": {
          "items": {
            "$ref": "#/$defs/condition"
          },
          "type": "array"
        },
        "any": {
          "items": {
            "$ref": "#/$defs/condition"
          },
          "type": "array"
        },
        "column": {
          "type": "string"
        },
        "not": {
          "$ref": "#/$defs/condition"
        },
        "operator": {
          "enum": [
            "eq",
            "ne",
            "lt",
            "le",
            "gt",
            "ge",
            "in",
            "is_null",
            "is_present"
          ],
          "type": "string"
        },
        "value": {
          "anyOf": [
            {
              "$ref": "#/$defs/scalar"
            },
            {
              "items": {
                "$ref": "#/$defs/scalar"
              },
              "type": "array"
            }
          ]
        }
      },
      "type": "object"
    },
    "datasetrule": {
      "additionalProperties": false,
      "properties": {
        "code": {
          "type": "string"
        },
        "column": {
          "type": "string"
        },
        "equals": {
          "type": [
            "number",
            "string"
          ]
        },
        "level": {
          "enum": [
            "error",
            "warn"
          ],
          "type": "string"
        },
        "max": {
          "type": [
            "number",
            "string"
          ]
        },
        "metric": {
          "enum": [
            "row_count",
            "missing_count",
            "null_count",
            "blank_count",
            "conversion_error_count",
            "missing_fraction",
            "null_fraction",
            "blank_fraction",
            "conversion_error_fraction",
            "rule_failure_count",
            "rule_failure_fraction",
            "sum",
            "min",
            "max",
            "avg"
          ],
          "type": "string"
        },
        "min": {
          "type": [
            "number",
            "string"
          ]
        },
        "rule_code": {
          "type": "string"
        },
        "tolerance": {
          "type": "number"
        }
      },
      "required": [
        "code",
        "level",
        "metric"
      ],
      "type": "object"
    },
    "execution": {
      "additionalProperties": false,
      "properties": {
        "batch_target": {
          "type": "string"
        },
        "max_depth": {
          "type": "integer"
        },
        "max_record_bytes": {
          "type": "string"
        },
        "memory_budget": {
          "type": "string"
        },
        "workers": {
          "type": "integer"
        }
      },
      "type": "object"
    },
    "input": {
      "additionalProperties": false,
      "properties": {
        "columns": {
          "items": {
            "type": "string"
          },
          "type": "array"
        },
        "delimiter": {
          "type": "string"
        },
        "header": {
          "type": "boolean"
        },
        "infer_schema_length": {
          "type": "integer"
        },
        "mode": {
          "enum": [
            "raw_strings",
            "infer_types"
          ],
          "type": "string"
        },
        "null_values": {
          "items": {
            "type": "string"
          },
          "type": "array"
        },
        "on_malformed": {
          "enum": [
            "abort",
            "reject"
          ],
          "type": "string"
        },
        "on_type_error": {
          "enum": [
            "row_error",
            "abort"
          ],
          "type": "string"
        },
        "parquet": {
          "$ref": "#/$defs/inputparquet"
        },
        "schema": {
          "$ref": "#/$defs/schema"
        },
        "type": {
          "enum": [
            "csv",
            "parquet",
            "ndjson",
            "json"
          ],
          "type": "string"
        }
      },
      "type": "object"
    },
    "inputparquet": {
      "additionalProperties": false,
      "properties": {
        "statistics": {
          "enum": [
            "off",
            "trusted"
          ],
          "type": "string"
        }
      },
      "type": "object"
    },
    "output": {
      "additionalProperties": false,
      "properties": {
        "format": {
          "enum": [
            "csv",
            "parquet"
          ],
          "type": "string"
        },
        "issues": {
          "enum": [
            "ndjson"
          ],
          "type": "string"
        },
        "mode": {
          "enum": [
            "all",
            "failures",
            "report"
          ],
          "type": "string"
        },
        "parquet": {
          "$ref": "#/$defs/outputparquet"
        },
        "part_size": {
          "type": "string"
        },
        "s3": {
          "$ref": "#/$defs/s3"
        },
        "uri": {
          "type": "string"
        }
      },
      "type": "object"
    },
    "outputparquet": {
      "additionalProperties": false,
      "properties": {
        "statistics": {
          "enum": [
            "none",
            "bounded"
          ],
          "type": "string"
        }
      },
      "type": "object"
    },
    "rule": {
      "additionalProperties": false,
      "properties": {
        "checks": {
          "anyOf": [
            {
              "$ref": "#/$defs/check_map"
            },
            {
              "items": {
                "$ref": "#/$defs/check"
              },
              "type": "array"
            }
          ],
          "description": "Checks, as a mapping keyed by check name or a list of {type: ...} entries."
        },
        "code": {
          "type": "string"
        },
        "column": {
          "type": "string"
        },
        "level": {
          "enum": [
            "error",
            "warn"
          ],
          "type": "string"
        },
        "message": {
          "type": "string"
        },
        "name": {
          "type": "string"
        },
        "when": {
          "$ref": "#/$defs/condition"
        }
      },
      "required": [
        "code",
        "level",
        "checks"
      ],
      "type": "object"
    },
    "s3": {
      "additionalProperties": false,
      "properties": {
        "endpoint": {
          "type": "string"
        },
        "kms_key_id": {
          "type": "string"
        },
        "path_style": {
          "type": "boolean"
        },
        "profile": {
          "type": "string"
        },
        "region": {
          "type": "string"
        },
        "sse": {
          "enum": [
            "AES256",
            "aws:kms"
          ],
          "type": "string"
        }
      },
      "type": "object"
    },
    "scalar": {
      "type": [
        "string",
        "number",
        "boolean",
        "null"
      ]
    },
    "schema": {
      "additionalProperties": false,
      "properties": {
        "columns": {
          "additionalProperties": {
            "$ref": "#/$defs/column"
          },
          "type": "object"
        },
        "extra_fields": {
          "enum": [
            "error",
            "ignore"
          ],
          "type": "string"
        }
      },
      "type": "object"
    },
    "source": {
      "additionalProperties": false,
      "properties": {
        "filter": {
          "enum": [
            "csv",
            "parquet",
            "json",
            "ndjson"
          ],
          "type": "string"
        },
        "prefix": {
          "type": "string"
        },
        "recursive": {
          "type": "boolean"
        },
        "s3": {
          "$ref": "#/$defs/s3"
        },
        "uris": {
          "items": {
            "type": "string"
          },
          "type": "array"
        }
      },
      "type": "object"
    },
    "stat": {
      "additionalProperties": false,
      "properties": {
        "aggregate": {
          "enum": [
            "sum",
            "count",
            "avg"
          ],
          "type": "string"
        },
        "code": {
          "type": "string"
        },
        "column": {
          "type": "string"
        },
        "name": {
          "type": "string"
        }
      },
      "required": [
        "code",
        "column",
        "aggregate"
      ],
      "type": "object"
    },
    "transform": {
      "additionalProperties": false,
      "properties": {
        "exclude_keys": {
          "items": {
            "type": "string"
          },
          "type": "array"
        },
        "mapping": {
          "additionalProperties": {
            "type": "string"
          },
          "type": "object"
        },
        "mapping_file": {
          "type": "string"
        },
        "schema_file": {
          "type": "string"
        },
        "source_col": {
          "type": "integer"
        },
        "source_key": {
          "type": "string"
        },
        "target_col": {
          "type": "integer"
        },
        "type": {
          "enum": [
            "rename_columns",
            "schema_rename"
          ],
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    },
    "type_name": {
      "anyOf": [
        {
          "enum": [
            "binary",
            "bool",
            "boolean",
            "bytes",
            "date",
            "date32",
            "date64",
            "datetime",
            "decimal",
            "decimal128",
            "double",
            "float",
            "float32",
            "float64",
            "int",
            "int16",
            "int32",
            "int64",
            "int8",
            "integer",
            "large_binary",
            "large_string",
            "large_utf8",
            "null",
            "str",
            "string",
            "timestamp",
            "uint16",
            "uint32",
            "uint64",
            "uint8",
            "utf8"
          ]
        },
        {
          "pattern": "^(?:[bB][iI][nN][aA][rR][yY]|[bB][oO][oO][lL]|[bB][oO][oO][lL][eE][aA][nN]|[bB][yY][tT][eE][sS]|[dD][aA][tT][eE]|[dD][aA][tT][eE]32|[dD][aA][tT][eE]64|[dD][aA][tT][eE][tT][iI][mM][eE]|[dD][eE][cC][iI][mM][aA][lL]|[dD][eE][cC][iI][mM][aA][lL]128|[dD][oO][uU][bB][lL][eE]|[fF][lL][oO][aA][tT]|[fF][lL][oO][aA][tT]32|[fF][lL][oO][aA][tT]64|[iI][nN][tT]|[iI][nN][tT]16|[iI][nN][tT]32|[iI][nN][tT]64|[iI][nN][tT]8|[iI][nN][tT][eE][gG][eE][rR]|[lL][aA][rR][gG][eE]_[bB][iI][nN][aA][rR][yY]|[lL][aA][rR][gG][eE]_[sS][tT][rR][iI][nN][gG]|[lL][aA][rR][gG][eE]_[uU][tT][fF]8|[nN][uU][lL][lL]|[sS][tT][rR]|[sS][tT][rR][iI][nN][gG]|[tT][iI][mM][eE][sS][tT][aA][mM][pP]|[uU][iI][nN][tT]16|[uU][iI][nN][tT]32|[uU][iI][nN][tT]64|[uU][iI][nN][tT]8|[uU][tT][fF]8)$"
        }
      ],
      "description": "Type name, any letter case. Sized names: int8-int64, uint8-uint64, float32, float64 or double. Bare Python names: int = int64 and float = float64; in C, Arrow and Parquet float is 32-bit, so write float32 for those columns. Also str/string, bytes/binary, bool, decimal (with precision and scale), date and datetime/timestamp.",
      "type": "string"
    }
  },
  "$id": "https://richardrh.github.io/valet/schema/v1/pipeline.schema.json",
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false,
  "description": "A Valet validation pipeline (YAML or JSON). See https://richardrh.github.io/valet/guides/configuration/.",
  "properties": {
    "$schema": {
      "description": "URL of this JSON Schema, for editors; Valet ignores it.",
      "type": "string"
    },
    "config_version": {
      "enum": [
        0,
        1
      ],
      "type": "integer"
    },
    "context": {
      "description": "Values substituted into rule messages.",
      "type": "object"
    },
    "dataset_rules": {
      "description": "Assertions over whole-dataset metrics.",
      "items": {
        "$ref": "#/$defs/datasetrule"
      },
      "type": "array"
    },
    "execution": {
      "$ref": "#/$defs/execution",
      "description": "Managed memory budget, batch size, record limit and workers."
    },
    "input": {
      "$ref": "#/$defs/input",
      "description": "How input files are read: format, mode and optional declared schema."
    },
    "name": {
      "type": "string"
    },
    "output": {
      "$ref": "#/$defs/output",
      "description": "Optional artifact publication; without uri, only the stdout summary is produced."
    },
    "rules": {
      "description": "Row and schema rules, evaluated in order.",
      "items": {
        "$ref": "#/$defs/rule"
      },
      "type": "array"
    },
    "source": {
      "$ref": "#/$defs/source",
      "description": "Where input comes from when -i is not given: URIs or a prefix."
    },
    "stats": {
      "description": "Aggregates reported in the summary.",
      "items": {
        "$ref": "#/$defs/stat"
      },
      "type": "array"
    },
    "transforms": {
      "description": "Column renames applied before rules bind.",
      "items": {
        "$ref": "#/$defs/transform"
      },
      "type": "array"
    },
    "version": {
      "type": "string"
    }
  },
  "title": "Valet pipeline",
  "type": "object"
}