Merge branch 'main' into feature-45-tableau-hyper

CONTRIBUTING.md

@@ -43,12 +43,12 @@ if it isn't showing any activity.
 We use `make` for managing different steps of setup and maintenance in the project. You can install make by following
 the instructions [here](https://formulae.brew.sh/formula/make)
 
-We use `poetry` as our package manager.
+We use `hatch` as our package manager.
 
-Please DO NOT use pip or conda to install the dependencies. Instead, use poetry:
+Please DO NOT use pip or conda to install the dependencies. To install hatch (if on MAC):
 
 ```bash
-make poetry-install
+make init hatch-install
 ```
 
 ### 📌 Dev Environment Setup
@@ -75,7 +75,7 @@ Make sure that the linter does not report any errors or warnings before submitti
 We use `pytest` to test our code. You can run the tests by running the following command:
 
 ```bash
-make test
+make dev-test
 ```
 
 Make sure that all tests pass before submitting a pull request.

src/koheesio/spark/writers/file_writer.py

@@ -0,0 +1,183 @@
+"""
+File writers for different formats:
+- CSV
+- Parquet
+- Avro
+- JSON
+- ORC
+- Text
+
+The FileWriter class is a configurable Writer that allows writing to different file formats providing any option needed.
+CsvFileWriter, ParquetFileWriter, AvroFileWriter, JsonFileWriter, OrcFileWriter, and TextFileWriter are convenience
+classes that just set the `format` field to the corresponding file format.
+
+"""
+
+from typing import Union
+from enum import Enum
+from pathlib import Path
+
+from koheesio.models import ExtraParamsMixin, Field, field_validator
+from koheesio.spark.writers import BatchOutputMode, Writer
+
+__all__ = [
+    "FileFormat",
+    "FileWriter",
+    "CsvFileWriter",
+    "ParquetFileWriter",
+    "AvroFileWriter",
+    "JsonFileWriter",
+    "OrcFileWriter",
+    "TextFileWriter",
+]
+
+
+class FileFormat(str, Enum):
+    """Supported file formats for the FileWriter class"""
+
+    csv = "csv"
+    parquet = "parquet"
+    avro = "avro"
+    json = "json"
+    orc = "orc"
+    text = "text"
+
+
+class FileWriter(Writer, ExtraParamsMixin):
+    """
+    A configurable Writer that allows writing to different file formats providing any option needed.
+
+    Extra parameters can be passed to the writer as keyword arguments.
+
+    Examples
+    --------
+    ```python
+    writer = FileWriter(df=df, path="path/to/file.csv", output_mode=BatchOutputMode.APPEND, format=FileFormat.parquet,
+                        compression="snappy")
+    ```
+    """
+
+    output_mode: BatchOutputMode = Field(default=BatchOutputMode.APPEND, description="The output mode to use")
+    format: FileFormat = Field(None, description="The file format to use when writing the data.")
+    path: Union[Path, str] = Field(default=None, description="The path to write the file to")
+
+    @field_validator("path")
+    def ensure_path_is_str(cls, v):
+        """Ensure that the path is a string as required by Spark."""
+        if isinstance(v, Path):
+            return str(v.absolute().as_posix())
+        return v
+
+    def execute(self):
+        writer = self.df.write
+
+        if self.extra_params:
+            self.log.info(f"Setting extra parameters for the writer: {self.extra_params}")
+            writer = writer.options(**self.extra_params)
+
+        writer.save(path=self.path, format=self.format, mode=self.output_mode)
+
+        self.output.df = self.df
+
+
+class CsvFileWriter(FileWriter):
+    """Writes a DataFrame to a CSV file.
+
+    This class is a convenience class that sets the `format` field to `FileFormat.csv`.
+
+    Extra parameters can be passed to the writer as keyword arguments.
+
+    Examples
+    --------
+    ```python
+    writer = CsvFileWriter(df=df, path="path/to/file.csv", output_mode=BatchOutputMode.APPEND, header=True)
+    ```
+    """
+
+    format: FileFormat = FileFormat.csv
+
+
+class ParquetFileWriter(FileWriter):
+    """Writes a DataFrame to a Parquet file.
+
+    This class is a convenience class that sets the `format` field to `FileFormat.parquet`.
+
+    Extra parameters can be passed to the writer as keyword arguments.
+
+    Examples
+    --------
+    ```python
+    writer = ParquetFileWriter(df=df, path="path/to/file.parquet", output_mode=BatchOutputMode.APPEND,
+                               compression="snappy")
+    ```
+    """
+
+    format: FileFormat = FileFormat.parquet
+
+
+class AvroFileWriter(FileWriter):
+    """Writes a DataFrame to an Avro file.
+
+    This class is a convenience class that sets the `format` field to `FileFormat.avro`.
+
+    Extra parameters can be passed to the writer as keyword arguments.
+
+    Examples
+    --------
+    ```python
+    writer = AvroFileWriter(df=df, path="path/to/file.avro", output_mode=BatchOutputMode.APPEND)
+    ```
+    """
+
+    format: FileFormat = FileFormat.avro
+
+
+class JsonFileWriter(FileWriter):
+    """Writes a DataFrame to a JSON file.
+
+    This class is a convenience class that sets the `format` field to `FileFormat.json`.
+
+    Extra parameters can be passed to the writer as keyword arguments.
+
+    Examples
+    --------
+    ```python
+    writer = JsonFileWriter(df=df, path="path/to/file.json", output_mode=BatchOutputMode.APPEND)
+    ```
+    """
+
+    format: FileFormat = FileFormat.json
+
+
+class OrcFileWriter(FileWriter):
+    """Writes a DataFrame to an ORC file.
+
+    This class is a convenience class that sets the `format` field to `FileFormat.orc`.
+
+    Extra parameters can be passed to the writer as keyword arguments.
+
+    Examples
+    --------
+    ```python
+    writer = OrcFileWriter(df=df, path="path/to/file.orc", output_mode=BatchOutputMode.APPEND)
+    ```
+    """
+
+    format: FileFormat = FileFormat.orc
+
+
+class TextFileWriter(FileWriter):
+    """Writes a DataFrame to a text file.
+
+    This class is a convenience class that sets the `format` field to `FileFormat.text`.
+
+    Extra parameters can be passed to the writer as keyword arguments.
+
+    Examples
+    --------
+    ```python
+    writer = TextFileWriter(df=df, path="path/to/file.txt", output_mode=BatchOutputMode.APPEND)
+    ```
+    """
+
+    format: FileFormat = FileFormat.text

tests/spark/writers/test_file_writer.py

@@ -0,0 +1,28 @@
+from pathlib import Path
+from unittest.mock import MagicMock
+
+from koheesio.spark import DataFrame, SparkSession
+from koheesio.spark.writers import BatchOutputMode
+from koheesio.spark.writers.file_writer import FileFormat, FileWriter
+
+
+def test_path_validator():
+    output_path = Path("/test/output_path")
+    file_writer = FileWriter(output_mode=BatchOutputMode.APPEND, format=FileFormat.parquet, path=output_path)
+    assert isinstance(file_writer.path, str)
+
+
+def test_execute(dummy_df, mocker):
+    path = "expected_path"
+    output_mode = BatchOutputMode.APPEND
+    options = {"option1": "value1", "option2": "value2"}
+    format = FileFormat.parquet
+    writer = FileWriter(df=dummy_df, output_mode=output_mode, path=path, format=format, **options)
+
+    mock_df_writer = MagicMock()
+    mocker.patch.object(DataFrame, "write", mock_df_writer)
+    mock_df_writer.options.return_value = mock_df_writer
+
+    writer.execute()
+    mock_df_writer.options.assert_called_with(**options)
+    mock_df_writer.save.assert_called_with(path=path, format=format.value, mode=output_mode.value)