import os from pathlib import Path from khoj.database.models import KhojUser, LocalPlaintextConfig from khoj.processor.content.plaintext.plaintext_to_entries import PlaintextToEntries from khoj.utils.fs_syncer import get_plaintext_files from khoj.utils.rawconfig import TextContentConfig def test_plaintext_file(tmp_path): "Convert files with no heading to jsonl." # Arrange raw_entry = f""" Hi, I am a plaintext file and I have some plaintext words. """ plaintextfile = create_file(tmp_path, raw_entry) filename = plaintextfile.stem # Act # Extract Entries from specified plaintext files data = { f"{plaintextfile}": raw_entry, } entries = PlaintextToEntries.extract_plaintext_entries(entry_to_file_map=data) # Convert each entry.file to absolute path to make them JSON serializable for entry in entries: entry.file = str(Path(entry.file).absolute()) # Assert assert len(entries) == 1 # Ensure raw entry with no headings do not get heading prefix prepended assert not entries[0].raw.startswith("#") # Ensure compiled entry has filename prepended as top level heading assert entries[0].compiled == f"{filename}\n{raw_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, default_user: KhojUser): "Ensure HTML files are parsed correctly" # Arrange # Setup input-files, input-filters config = LocalPlaintextConfig.objects.filter(user=default_user).first() extracted_plaintext_files = get_plaintext_files(config=config) # Act entries = PlaintextToEntries.extract_plaintext_entries(extracted_plaintext_files) # Assert assert len(entries) == 1 assert "