import asyncio import uuid from pathlib import Path from llama_index.core.schema import MetadataMode from private_gpt.components.ingest.metadata_helper import MetadataKeys from private_gpt.components.ingest.utils import convert_unsupported_file, get_file_info from private_gpt.components.readers import ReaderComponent from private_gpt.di import get_global_injector injector = get_global_injector() reader_component = injector.get(ReaderComponent) reader = reader_component.get_reader("text") TEST_FOLDER_PATH = Path(__file__).parents[0] TEST_FILE_PATH = TEST_FOLDER_PATH / "files" mock_extra_info = { MetadataKeys.ARTIFACT_ID.value: str(uuid.uuid4()), MetadataKeys.COLLECTION.value: str(uuid.uuid4()), } async def collect_nodes(file_info, reader_override=None): active_reader = reader_override or reader return [ node async for node in active_reader.lazy_load_data( file_info=file_info, extra_info=mock_extra_info, ) ] def test_html_case() -> None: file = TEST_FILE_PATH / "file.html" mock_file_info = get_file_info(file, "file_image.html") r = reader_component.get_reader_by_extension(".html") nodes = asyncio.run(collect_nodes(mock_file_info, r)) assert len(nodes) > 1, "Expected more than 1 node for the image case." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "Comprehensive Profile of" in markdown_content, ( "Expected an header with bold in the content." ) assert "# Comprehensive Profile of [Alex Morgan]" in markdown_content, ( "Expected a markdown header." ) def test_non_utf_8_html_case() -> None: file = TEST_FILE_PATH / "file_no_utf8.html" mock_file_info = convert_unsupported_file(get_file_info(file, "file_no_utf8.html")) nodes = asyncio.run(collect_nodes(mock_file_info)) assert len(nodes) > 1, "Expected more than 1 node for the image case." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "The fines collected pursuant to this Res" in markdown_content, ( "Expected an header with bold in the content." ) file = TEST_FILE_PATH / "another_file_no_utf8.html" mock_file_info = convert_unsupported_file( get_file_info(file, "another_file_no_utf8.html") ) nodes = asyncio.run(collect_nodes(mock_file_info)) assert len(nodes) > 1, "Expected more than 1 node for the image case." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "Conflict of Interest" in markdown_content, ( "Expected an header with bold in the content." ) file = TEST_FILE_PATH / "file_window.html" mock_file_info = convert_unsupported_file(get_file_info(file, "file_window.html")) nodes = asyncio.run(collect_nodes(mock_file_info)) assert len(nodes) > 1, "Expected more than 1 node for the image case." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "the Director General of the Dubai" in markdown_content, ( "Expected an header with bold in the content." ) file = TEST_FILE_PATH / "file_unknown.txt" mock_file_info = convert_unsupported_file(get_file_info(file, "file_unknown.text")) nodes = asyncio.run(collect_nodes(mock_file_info)) assert len(nodes) > 1, "Expected more than 1 node for the image case." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "The Project Gutenberg eBook of The Great Gatsby" in markdown_content, ( "Expected an header with bold in the content." ) def test_emoji_html_case() -> None: file = TEST_FILE_PATH / "file_emoji.html" mock_file_info = convert_unsupported_file(get_file_info(file, "file_emoji.html")) nodes = asyncio.run(collect_nodes(mock_file_info)) assert len(nodes) > 1, "Expected more than 1 node for the image case." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "blue star" in markdown_content, ( "Expected an header with bold in the content." ) assert "/_/" in markdown_content, ( "We expect to process emoji images in the right way" ) def test_txt_case() -> None: file = TEST_FILE_PATH / "file.txt" mock_file_info = get_file_info(file, "file.txt") nodes = asyncio.run(collect_nodes(mock_file_info)) assert len(nodes) > 1, "Expected more than 1 node." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "Other files in this director" in markdown_content, ( "Expected the test file content." ) def test_csv_case() -> None: file = TEST_FILE_PATH / "file.csv" mock_file_info = get_file_info(file, "file.csv") csv_reader = reader_component.get_reader("text", extension=".csv") nodes = asyncio.run(collect_nodes(mock_file_info, csv_reader)) assert len(nodes) > 1, "Expected more than 1 node." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "| Column1 | Column2 | Column3 | Column4 | Column5 |" in markdown_content, ( "Expected a table in the second node." ) def test_csv_comma() -> None: file = TEST_FILE_PATH / "file_comma.csv" mock_file_info = get_file_info(file, "file_comma.csv") csv_reader = reader_component.get_reader("text", extension=".csv") nodes = asyncio.run(collect_nodes(mock_file_info, csv_reader)) assert len(nodes) > 1, "Expected more than 1 node." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "| Name | Age | City |" in markdown_content, ( "Expected a table in the first node." ) assert "| Alice | 30 | New York |" in markdown_content, ( "Expected a table in the second node." ) def test_csv_semicolon() -> None: file = TEST_FILE_PATH / "file_semicolon.csv" mock_file_info = get_file_info(file, "file_semicolon.csv") csv_reader = reader_component.get_reader("text", extension=".csv") nodes = asyncio.run(collect_nodes(mock_file_info, csv_reader)) assert len(nodes) > 1, "Expected more than 1 node." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "| Name | Age | City |" in markdown_content, ( "Expected a table in the first node." ) assert "| Alice | 30 | New York |" in markdown_content, ( "Expected a table in the second node." ) def test_tsv_tab() -> None: file = TEST_FILE_PATH / "file_tab.tsv" mock_file_info = get_file_info(file, "file_tab.tsv") tsv_reader = reader_component.get_reader("text", extension=".tsv") nodes = asyncio.run(collect_nodes(mock_file_info, tsv_reader)) assert len(nodes) > 1, "Expected more than 1 node." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "| Name | Age | City |" in markdown_content, ( "Expected a table in the first node." ) assert "| Alice | 30 | New York |" in markdown_content, ( "Expected a table in the second node." ) def test_psv_pipe() -> None: file = TEST_FILE_PATH / "file_pipe.psv" mock_file_info = get_file_info(file, "file_pipe.psv") psv_reader = reader_component.get_reader("text", extension=".psv") nodes = asyncio.run(collect_nodes(mock_file_info, psv_reader)) assert len(nodes) > 1, "Expected more than 1 node." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "| Name | Age | City |" in markdown_content, ( "Expected a table in the first node." ) assert "| Alice | 30 | New York |" in markdown_content, ( "Expected a table in the second node." ) def test_quote_in_csv() -> None: file = TEST_FILE_PATH / "file_quote.csv" mock_file_info = get_file_info(file, "file_quote.psv") psv_reader = reader_component.get_reader("text", extension=".psv") nodes = asyncio.run(collect_nodes(mock_file_info, psv_reader)) assert len(nodes) > 1, "Expected more than 1 node." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "| item" in markdown_content, "Expected a table in the first node." def test_eml() -> None: file = TEST_FILE_PATH / "file.eml" mock_file_info = get_file_info(file, "file.eml") eml_reader = reader_component.get_reader("text", extension=".eml") nodes = asyncio.run(collect_nodes(mock_file_info, eml_reader)) assert len(nodes) > 1, "Expected more than 1 node." markdown_content = "".join([node.get_content(MetadataMode.NONE) for node in nodes]) assert "Thanks for your time today." in markdown_content, ( "Expected a table in the first node." )