# Standard Packages import json import os from pathlib import Path # Internal Packages from khoj.utils.fs_syncer import get_plaintext_files from khoj.utils.rawconfig import TextContentConfig from khoj.processor.plaintext.plaintext_to_jsonl import PlaintextToJsonl def test_plaintext_file(tmp_path): "Convert files with no heading to jsonl." # Arrange entry = f""" Hi, I am a plaintext file and I have some plaintext words. """ plaintextfile = create_file(tmp_path, entry) filename = plaintextfile.stem # Act # Extract Entries from specified plaintext files data = { f"{plaintextfile}": entry, } maps = PlaintextToJsonl.convert_plaintext_entries_to_maps(entry_to_file_map=data) # Convert each entry.file to absolute path to make them JSON serializable for map in maps: map.file = str(Path(map.file).absolute()) # Process Each Entry from All Notes Files jsonl_string = PlaintextToJsonl.convert_entries_to_jsonl(maps) jsonl_data = [json.loads(json_string) for json_string in jsonl_string.splitlines()] # Assert assert len(jsonl_data) == 1 # Ensure raw entry with no headings do not get heading prefix prepended assert not jsonl_data[0]["raw"].startswith("#") # Ensure compiled entry has filename prepended as top level heading assert jsonl_data[0]["compiled"] == f"{filename}\n{entry}" def test_get_plaintext_files(tmp_path): "Ensure Plaintext files specified via input-filter, input-files extracted" # Arrange # Include via input-filter globs group1_file1 = create_file(tmp_path, filename="group1-file1.md") group1_file2 = create_file(tmp_path, filename="group1-file2.md") group2_file1 = create_file(tmp_path, filename="group2-file1.markdown") group2_file2 = create_file(tmp_path, filename="group2-file2.markdown") group2_file3 = create_file(tmp_path, filename="group2-file3.mbox") group2_file4 = create_file(tmp_path, filename="group2-file4.html") # Include via input-file field file1 = create_file(tmp_path, filename="notes.txt") # Include unsupported file types create_file(tmp_path, filename="group2-unincluded.py") create_file(tmp_path, filename="group2-unincluded.csv") create_file(tmp_path, filename="group2-unincluded.csv") # Not included by any filter create_file(tmp_path, filename="not-included-markdown.md") create_file(tmp_path, filename="not-included-text.txt") expected_files = set( [ os.path.join(tmp_path, file.name) for file in [group1_file1, group1_file2, group2_file1, group2_file2, group2_file3, group2_file4, file1] ] ) # Setup input-files, input-filters input_files = [tmp_path / "notes.txt"] input_filter = [tmp_path / "group1*.md", tmp_path / "group2*.*"] plaintext_config = TextContentConfig( input_files=input_files, input_filter=[str(filter) for filter in input_filter], compressed_jsonl=tmp_path / "test.jsonl", embeddings_file=tmp_path / "test_embeddings.jsonl", ) # Act extracted_plaintext_files = get_plaintext_files(plaintext_config) # Assert assert len(extracted_plaintext_files) == 7 assert set(extracted_plaintext_files.keys()) == set(expected_files) def test_parse_html_plaintext_file(content_config): "Ensure HTML files are parsed correctly" # Arrange # Setup input-files, input-filters extracted_plaintext_files = get_plaintext_files(content_config.plaintext) # Act maps = PlaintextToJsonl.convert_plaintext_entries_to_maps(extracted_plaintext_files) # Assert assert len(maps) == 1 assert "