Validation issue on JSON schema #jsonschema - jsonschema

Question

enter image description hereI am trying to create a JSON schema which is expecting inputs from 3 sources (file/Table/Kafka message), at a time any one of them will get the data from external source.
Issue :
I am using "anyOf" keyword in JSON but when I am applying "anyOf" and testing the negative scenario that is removing one of required field from the input properties, it's not giving any validation error, which ideally should have given that required field is missing.
**Expectation: **
Need to get input from any one of the source (file/table/message). If external party sends data in the file format, file portion from JSON schema should get executed, similarly if gets data from table or kafka message then relevant portion from JSON schema should get executed.
JSON SCHEMA CODE:
{
"$schema": "https://json-schema.org/draft/2019-09/schema",
"type": "object",
"title": "Job",
"properties": {
"unique_name": {
"type": "string",
"format": "regex",
"pattern": "[a-zA-Z0-9_]+"
},
"processing_instructions_file": {
"type": "string",
"examples": [
"/path/to/some/file/processing123.yaml"
]
},
"variables": {
"type": "array",
"additionalItems": true,
"items": {
"type": "object",
"properties": {
"name": {
"type": "string",
"examples": [
"environment_prefix"
]
},
"value": {
"type": "string",
"examples": [
"DEV"
]
}
},
"additionalProperties": true,
"required": [
"name",
"value"
]
}
},
"inputs": {
"type": "array",
"additionalItems": true,
"items": {
"type": "object",
"properties": {
"is_stream": {
"type": "boolean",
"examples": [
true
],
"default": false
}
},
"additionalProperties": true,
"anyOf": [
{
"type": "object",
"properties": {
"file": {
"type": "object",
"properties": {
"folder_structure": {
"type": "string",
"examples": [
"$environment_prefix\\$$yyyy-MMM-dd"
]
},
"naming_convention": {
"type": "string",
"examples": [
"STATIC_FILE_NAME:$$yyyy_MMM-dd"
]
},
"format type": {
"type": "string",
"enum": [
"CSV",
"EBCDIC"
],
"examples": [
"CSV"
]
},
"format_options": {
"type": "array",
"additionalItems": true,
"items": {
"type": "object",
"properties": {
"option_name": {
"type": "string",
"examples": [
"generate_record_id"
]
},
"option_value": {
"type": [
"string",
"boolean"
],
"examples": [
true
]
}
},
"additionalProperties": true,
"required": [
"option_name",
"option_value"
]
}
}
},
"additionalProperties": true,
"if": {
"properties": {
"format type": {
"type": "string",
"enum": [
"CSV",
"EBCDIC"
],
"examples": [
"CSV"
],
"const": "EBCDIC"
}
},
"required": [
"format type"
]
},
"then": {
"properties": {
"schema_location": {
"type": "string",
"examples": [
"some_path"
]
}
},
"required": [
"schema_location"
]
},
"else": {
"properties": {
"schema_location": {
"type": "string",
"examples": [
"some_path"
]
}
}
},
"required": [
"folder_structure",
"naming_convention",
"format type",
"format_options"
]
}
},
"additionalProperties": true
},
{
"type": "object",
"properties": {
"table": {
"type": "object",
"properties": {
"name": {
"type": "string",
"examples": [
"tbl_employees"
]
},
"jdbc_url": {
"type": "string",
"examples": [
"orcl#thinXXX"
]
},
"jdbc_library_jar": {
"type": "string",
"examples": [
"orcl.jar"
]
},
"schema": {
"type": "string",
"examples": [
"xxxxx"
]
},
"info_date_from_column_name": {
"type": "string",
"examples": [
"ASOF_DATE"
]
},
"info_date_to_column_name": {
"type": "string",
"examples": [
"END_DATE"
]
},
"primary_key_column_name": {
"type": "array",
"additionalItems": true,
"items": {
"type": "string"
}
}
},
"additionalProperties": true,
"required": [
"name",
"jdbc_url",
"schema"
]
}
},
"additionalProperties": true
},
{
"type": "object",
"properties": {
"message": {
"type": "object",
"properties": {
"topic_name": {
"type": "string",
"examples": [
"XXXXXX"
]
},
"group_id": {
"type": "string",
"examples": [
"XXXXX"
]
},
"port": {
"type": "integer",
"examples": [
8081
]
},
"kafka_cluster_ip": {
"type": "string",
"examples": [
"1.1.1.1"
]
},
"kafka_cluster_schema_registry": {
"type": "string",
"examples": [
"1.1.1.1"
]
}
},
"additionalProperties": true,
"required": [
"topic_name",
"group_id",
"port",
"kafka_cluster_ip",
"kafka_cluster_schema_registry"
]
}
},
"additionalProperties": true
}
]
}
},
"outputs": {
"type": "array",
"additionalItems": true,
"items": {
"type": "object",
"properties": {
"name": {
"type": "string",
"examples": [
"output_3"
]
},
"is_stream": {
"type": "boolean",
"examples": [
true
]
},
"spark_save_mode": {
"type": "string",
"examples": [
"append"
]
},
"file": {
"type": "object",
"properties": {
"root_path": {
"type": "string",
"examples": [
"some_path"
]
},
"folder_structure": {
"type": "string",
"examples": [
"$environment_prefix\\$$yyyy-MMM-dd"
]
},
"naming_convention": {
"type": "string",
"examples": [
"STATIC_FILE_NAME:$$yyyy_MMM-dd"
]
},
"partition_by": {
"type": "array",
"additionalItems": true,
"items": {
"type": "string"
}
},
"format": {
"type": "object",
"properties": {
"format_type": {
"type": "string",
"examples": [
"CSV"
]
},
"format_options": {
"type": "array",
"additionalItems": true,
"items": {
"type": "object",
"properties": {
"option_name": {
"type": "string",
"examples": [
"include_header"
]
},
"option_value": {
"type": [
"string",
"boolean"
],
"examples": [
true
]
}
},
"additionalProperties": true,
"required": [
"option_name",
"option_value"
]
}
}
},
"additionalProperties": true,
"required": [
"format_type",
"format_options"
]
}
},
"additionalProperties": true,
"required": [
"root_path",
"folder_structure",
"naming_convention",
"partition_by",
"format"
]
},
"mongo": {
"type": "object",
"properties": {
"mongo_spark_connector_options": {
"type": "array",
"additionalItems": true,
"items": {
"type": "object",
"properties": {
"option_name": {
"type": "string",
"examples": [
"format"
]
},
"option_value": {
"type": "string"
}
},
"additionalProperties": true,
"required": [
"option_name",
"option_value"
]
}
}
},
"additionalProperties": true,
"required": [
"mongo_spark_connector_options"
]
},
"table": {
"type": "object",
"properties": {
"name": {
"type": "string",
"examples": [
"tbl_employees"
]
},
"jdbc_url": {
"type": "string",
"examples": [
"orcl#thin:XXX"
]
},
"jdbc_library_jar": {
"type": "string",
"examples": [
"orcl.jar"
]
},
"schema": {
"type": "string",
"examples": [
"xxxxx"
]
},
"info_date_from_column_name": {
"type": "string",
"examples": [
"ASOF_DATE"
]
},
"info_date_to_column_name": {
"type": "string",
"examples": [
"END_DATE"
]
},
"primary_key_column_name": {
"type": "array",
"additionalItems": true,
"items": {
"type": "string"
}
}
},
"additionalProperties": true,
"required": [
"name",
"jdbc_url",
"jdbc_library_jar",
"schema",
"info_date_from_column_name",
"info_date_to_column_name",
"primary_key_column_name"
]
},
"message": {
"type": "object",
"properties": {
"topic_name": {
"type": "string",
"examples": [
"XXXXXX"
]
},
"group_id": {
"type": "string",
"examples": [
"XXXXX"
]
},
"port": {
"type": "integer",
"examples": [
8081
]
},
"kafka_cluster_ip": {
"type": "string",
"examples": [
"1.1.1.1"
]
},
"kafka_cluster_schema_registry": {
"type": "string",
"examples": [
"1.1.1.1"
]
}
},
"additionalProperties": true,
"required": [
"topic_name",
"group_id",
"port",
"kafka_cluster_ip",
"kafka_cluster_schema_registry"
]
}
},
"additionalProperties": true,
"required": [
"name",
"is_stream"
]
}
}
},
"additionalProperties": true,
"required": [
"unique_name",
"processing_instructions_file",
"inputs",
"outputs"
]
}
JSON DATA
{
"unique_name": "aXeTGImcM6PrCalRpGjLigbj1puXXvK",
"processing_instructions_file": "/path/to/some/file/processing123.yaml",
"variables": [
{
"name": "environment_prefix",
"value": "DEV"
}
],
"inputs": [
{
"is_stream": false,
"file": {
"folder_structure": "$environment_prefix\\$$yyyy-MMM-dd",
"naming_convention": "STATIC_FILE_NAME:$$yyyy_MMM-dd",
"format type": "CSV",
"format_options": [
{
"option_name": "generate_record_id",
"option_value": "Lorem"
}
],
"schema_location": "some_path"
}
}
],
"outputs": [
{
"name": "output_3",
"is_stream": true,
"spark_save_mode": "append",
"file": {
"root_path": "some_path",
"folder_structure": "$environment_prefix\\$$yyyy-MMM-dd",
"naming_convention": "STATIC_FILE_NAME:$$yyyy_MMM-dd",
"partition_by": [
"Lorem"
],
"format": {
"format_type": "CSV",
"format_options": [
{
"option_name": "include_header",
"option_value": "Lorem"
}
]
}
},
"mongo": {
"mongo_spark_connector_options": [
{
"option_name": "format",
"option_value": "Lorem"
}
]
},
"table": {
"name": "tbl_employees",
"jdbc_url": "orcl#thin:XXX",
"jdbc_library_jar": "orcl.jar",
"schema": "xxxxx",
"info_date_from_column_name": "ASOF_DATE",
"info_date_to_column_name": "END_DATE",
"primary_key_column_name": [
"Lorem"
]
},
"message": {
"topic_name": "XXXXXX",
"group_id": "XXXXX",
"port": 8081,
"kafka_cluster_ip": "1.1.1.1",
"kafka_cluster_schema_registry": "1.1.1.1"
}
}
]
}