mirror of
https://github.com/khoj-ai/khoj.git
synced 2024-11-30 10:53:02 +01:00
d835467f2c
- Previously we were failing if no valid entries while computing embeddings. This was obscuring the actual issue of no valid entries found in the specified content files - Throwing an exception early with clear message when no entries found should make clarify the issue to be fixed - See issue #83 for details
102 lines
4 KiB
Python
102 lines
4 KiB
Python
# System Packages
|
|
from copy import deepcopy
|
|
from pathlib import Path
|
|
|
|
# External Packages
|
|
import pytest
|
|
|
|
# Internal Packages
|
|
from src.utils.state import model
|
|
from src.search_type import text_search
|
|
from src.utils.rawconfig import ContentConfig, SearchConfig
|
|
from src.processor.org_mode.org_to_jsonl import org_to_jsonl
|
|
|
|
|
|
# Test
|
|
# ----------------------------------------------------------------------------------------------------
|
|
def test_asymmetric_setup_with_empty_file_raises_error(content_config: ContentConfig, search_config: SearchConfig):
|
|
# Arrange
|
|
file_to_index = Path(content_config.org.input_filter).parent / "new_file_to_index.org"
|
|
file_to_index.touch()
|
|
new_org_content_config = deepcopy(content_config.org)
|
|
new_org_content_config.input_files = [f'{file_to_index}']
|
|
new_org_content_config.input_filter = None
|
|
|
|
# Act
|
|
# Generate notes embeddings during asymmetric setup
|
|
with pytest.raises(ValueError, match=r'^No valid entries found*'):
|
|
text_search.setup(org_to_jsonl, new_org_content_config, search_config.asymmetric, regenerate=True)
|
|
|
|
# Cleanup
|
|
# delete created test file
|
|
file_to_index.unlink()
|
|
|
|
|
|
# ----------------------------------------------------------------------------------------------------
|
|
def test_asymmetric_setup(content_config: ContentConfig, search_config: SearchConfig):
|
|
# Act
|
|
# Regenerate notes embeddings during asymmetric setup
|
|
notes_model = text_search.setup(org_to_jsonl, content_config.org, search_config.asymmetric, regenerate=True)
|
|
|
|
# Assert
|
|
assert len(notes_model.entries) == 10
|
|
assert len(notes_model.corpus_embeddings) == 10
|
|
|
|
|
|
# ----------------------------------------------------------------------------------------------------
|
|
def test_asymmetric_search(content_config: ContentConfig, search_config: SearchConfig):
|
|
# Arrange
|
|
model.notes_search = text_search.setup(org_to_jsonl, content_config.org, search_config.asymmetric, regenerate=True)
|
|
query = "How to git install application?"
|
|
|
|
# Act
|
|
hits, entries = text_search.query(
|
|
query,
|
|
model = model.notes_search,
|
|
rank_results=True)
|
|
|
|
results = text_search.collate_results(
|
|
hits,
|
|
entries,
|
|
count=1)
|
|
|
|
# Assert
|
|
# Actual_data should contain "Khoj via Emacs" entry
|
|
search_result = results[0]["entry"]
|
|
assert "git clone" in search_result
|
|
|
|
|
|
# ----------------------------------------------------------------------------------------------------
|
|
def test_asymmetric_reload(content_config: ContentConfig, search_config: SearchConfig):
|
|
# Arrange
|
|
initial_notes_model= text_search.setup(org_to_jsonl, content_config.org, search_config.asymmetric, regenerate=False)
|
|
|
|
assert len(initial_notes_model.entries) == 10
|
|
assert len(initial_notes_model.corpus_embeddings) == 10
|
|
|
|
file_to_add_on_reload = Path(content_config.org.input_filter).parent / "reload.org"
|
|
content_config.org.input_files = [f'{file_to_add_on_reload}']
|
|
|
|
# append Org-Mode Entry to first Org Input File in Config
|
|
with open(file_to_add_on_reload, "w") as f:
|
|
f.write("\n* A Chihuahua doing Tango\n- Saw a super cute video of a chihuahua doing the Tango on Youtube\n")
|
|
|
|
# regenerate notes jsonl, model embeddings and model to include entry from new file
|
|
regenerated_notes_model = text_search.setup(org_to_jsonl, content_config.org, search_config.asymmetric, regenerate=True)
|
|
|
|
# Act
|
|
# reload embeddings, entries, notes model from previously generated notes jsonl and model embeddings files
|
|
initial_notes_model = text_search.setup(org_to_jsonl, content_config.org, search_config.asymmetric, regenerate=False)
|
|
|
|
# Assert
|
|
assert len(regenerated_notes_model.entries) == 11
|
|
assert len(regenerated_notes_model.corpus_embeddings) == 11
|
|
|
|
# verify new entry loaded from updated embeddings, entries
|
|
assert len(initial_notes_model.entries) == 11
|
|
assert len(initial_notes_model.corpus_embeddings) == 11
|
|
|
|
# Cleanup
|
|
# delete reload test file added
|
|
content_config.org.input_files = []
|
|
file_to_add_on_reload.unlink()
|