Method loadObjectIntoNdframe

src/danfojs-base/core/generic.ts:134–161

* Internal function to format and load a Javascript object or object of arrays into NDFrame. * @param data Object or object of arrays. * @param type The type of the object. There are two recognized types: * * - type 1 object are in JSON format `[{a: 1, b: 2}, {a: 30, b: 20}]`.

({ data, type, index, columns, dtypes }: LoadObjectDataType)

     * @param dtypes Array of data types for each the column.
    */
    private loadObjectIntoNdframe({ data, type, index, columns, dtypes }: LoadObjectDataType): void {
        if (type === 1 && Array.isArray(data)) {
            const _data = (data).map((item) => {
                return Object.values(item);
            });

            let _columnNames;

            if (columns) {
                _columnNames = columns
            } else {
                _columnNames = Object.keys((data)[0]);
            }

            this.loadArrayIntoNdframe({ data: _data, index, columns: _columnNames, dtypes });

        } else {
            const [_data, _colNames] = utils.getRowAndColValues(data);
            let _columnNames;

            if (columns) {
                _columnNames = columns
            } else {
                _columnNames = _colNames
            }
            this.loadArrayIntoNdframe({ data: _data, index, columns: _columnNames, dtypes });
        }
    }

    /**
     * Converts and returns the data in the NDframe as a Tensorflow.js Tensor.