{
    "DataFrameDictionary": 
    {
        "data1": {"enabled": true,"data_path": "https://raw.githubusercontent.com/RajithPrabakaran/DataQualityFrameworkGovernance/main/Files/data1.csv"},
        "data2": {"enabled": true,"data_path": "https://raw.githubusercontent.com/RajithPrabakaran/DataQualityFrameworkGovernance/main/Files/data2.csv"},
        "ecomm_data": {"enabled": true,"data_path": "https://raw.githubusercontent.com/RajithPrabakaran/DataQualityFrameworkGovernance/main/Files/ecommerce_dataset.csv"}
    },

    "DataFunctionConfig":
    [
        {
            "user_info":"Identifying completeness in a column - this line is user remark [OPTIONAL]",
            "enabled": true,
            "function_path": "DataQualityFrameworkGovernance.Completeness.missing_values_in_column",
            "parameters": [{
                "enabled": true,
                "df":"ecomm_data",
                "columnname":"address2",
                "calculate":"Yes"
                }]
        },
        {
            "Comments":"Identifying completeness in a dataset - this line is user remark [OPTIONAL]",
            "enabled": true,
            "function_path": "DataQualityFrameworkGovernance.Completeness.missing_values_in_dataset",
            "parameters": [{
                "enabled": true,
                "df":"ecomm_data",
                "calculate":"Yes"
                }]
        },
        {
            "Comments":"accuracy_tolerance_numeric [OPTIONAL]",
            "enabled": true,
            "function_path": "DataQualityFrameworkGovernance.Accuracy.accuracy_tolerance_numeric",
            "parameters": [{
                "enabled": true,
                "df":"ecomm_data",
                "base_column":"actual_price",
                "lookup_column":"discounted_price",
                "tolerance_percentage":0,
                "calculate":"Yes"
                }]
        },
        {
            "price details": "checking the price details within a range of value, lower bound and upper bound [OPTIONAL]",
            "enabled": true,
            "function_path": "DataQualityFrameworkGovernance.Accuracy.accurate_number_range",
            "parameters": [{
                "enabled": true,
                "df":"ecomm_data",
                "range_column_name":"actual_price",
                "lower_bound":1, 
                "upper_bound":1000,
                "calculate":"Yes"
                }]
        },
        {
            "date comments":"Date format should be same as source date format [OPTIONAL]",
            "enabled": true,
            "function_path": "DataQualityFrameworkGovernance.Accuracy.accurate_datetime_range",
            "parameters": [{
                "enabled": true,
                "df":"ecomm_data",
                "range_column_name":"purchase_datetime",
                "from_date":"2023-05-01",
                "to_date":"2023-05-28",
                "date_format":"%Y-%m-%d",
                "calculate":"Yes"
                }]
        },
        {
            "enabled": true,
            "function_path": "DataQualityFrameworkGovernance.Consistency.start_end_date_consistency",
            "parameters": [{
                "enabled": true,
                "df":"ecomm_data",
                "start_date_column_name":"purchase_datetime",
                "end_date_column_name":"refund_date",
                "date_format":"%Y-%m-%d %H:%M:%S",
                "calculate":"Yes"
                }]
        },
        {
            "enabled": true,
            "function_path": "DataQualityFrameworkGovernance.Uniqueness.unique_column_values",
            "parameters": [{
                "enabled": true,
                "df":"ecomm_data",
                "col_name":"product_id",
                "calculate":"Yes"
                }]
        },
        {
            "Comments":"Important: Array list to be called without double quotes outside array list",
            "enabled": true,
            "function_path": "DataQualityFrameworkGovernance.Validity.isMetadataMember",
            "parameters": [{
                "enabled": true,
                "df":"ecomm_data",
                "column_name_to_look":"replaced",
                "array_list":["Yes", "N"],
                "calculate":"Yes"
                }]
        }
    ]
}