mirror of
https://github.com/khoj-ai/khoj.git
synced 2024-11-27 17:35:07 +01:00
51 lines
1.8 KiB
Python
51 lines
1.8 KiB
Python
# Standard Packages
|
|
import pytest
|
|
from pathlib import Path
|
|
|
|
# Internal Packages
|
|
from src.search_type import asymmetric, image_search
|
|
from src.utils.rawconfig import ContentTypeConfig, ImageSearchConfig, TextSearchConfig
|
|
|
|
|
|
@pytest.fixture(scope='session')
|
|
def model_dir(tmp_path_factory):
|
|
model_dir = tmp_path_factory.mktemp('data')
|
|
|
|
# Generate Image Embeddings from Test Images
|
|
search_config = ContentTypeConfig()
|
|
search_config.image = ImageSearchConfig(
|
|
input_directory = 'tests/data',
|
|
embeddings_file = model_dir.joinpath('.image_embeddings.pt'),
|
|
batch_size = 10,
|
|
use_xmp_metadata = False)
|
|
|
|
image_search.setup(search_config.image, regenerate=False, verbose=True)
|
|
|
|
# Generate Notes Embeddings from Test Notes
|
|
search_config.org = TextSearchConfig(
|
|
input_files = ['tests/data/main_readme.org', 'tests/data/interface_emacs_readme.org'],
|
|
input_filter = None,
|
|
compressed_jsonl = model_dir.joinpath('.notes.jsonl.gz'),
|
|
embeddings_file = model_dir.joinpath('.note_embeddings.pt'))
|
|
|
|
asymmetric.setup(search_config.org, regenerate=False, verbose=True)
|
|
|
|
return model_dir
|
|
|
|
|
|
@pytest.fixture(scope='session')
|
|
def search_config(model_dir):
|
|
search_config = ContentTypeConfig()
|
|
search_config.org = TextSearchConfig(
|
|
input_files = ['tests/data/main_readme.org', 'tests/data/interface_emacs_readme.org'],
|
|
input_filter = None,
|
|
compressed_jsonl = model_dir.joinpath('.notes.jsonl.gz'),
|
|
embeddings_file = model_dir.joinpath('.note_embeddings.pt'))
|
|
|
|
search_config.image = ImageSearchConfig(
|
|
input_directory = 'tests/data',
|
|
embeddings_file = 'tests/data/.image_embeddings.pt',
|
|
batch_size = 10,
|
|
use_xmp_metadata = False)
|
|
|
|
return search_config
|