repo_id stringclasses 400
values | commit_sha stringclasses 400
values | commit_index int32 0 951 | in_repo_split stringclasses 1
value | cross_repo_split stringclasses 1
value | test_file stringlengths 7 121 | test_function stringlengths 1 108 | assertion_type stringclasses 32
values | difficulty stringclasses 8
values | context_lines int32 3 600 | prefix large_stringlengths 44 113k | target large_stringlengths 1 498 | anchor_sha stringclasses 400
values | anchor_index int32 0 951 | qna_source stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/test_share.py | test_create_share_link_basic | assert | numeric_literal | 94 | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from sniffly.share import ShareManager
def temp_dir():
"""Create a temporary directory for testing."""
with tempfile.TemporaryDirectory() as tmpdir:... | 0 | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/test_share.py | test_create_share_link_public_with_commands | assert | numeric_literal | 89 | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from sniffly.share import ShareManager
def temp_dir():
"""Create a temporary directory for testing."""
with tempfile.TemporaryDirectory() as tmpdir:... | 2 | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/test_share.py | test_create_share_link_public_with_commands | assert | numeric_literal | 97 | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from sniffly.share import ShareManager
def temp_dir():
"""Create a temporary directory for testing."""
with tempfile.TemporaryDirectory() as tmpdir:... | 1 | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/test_share.py | test_duration_calculation | assert | numeric_literal | 78 | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from sniffly.share import ShareManager
def temp_dir():
"""Create a temporary directory for testing."""
with tempfile.TemporaryDirectory() as tmpdir:... | 5 | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/test_share.py | test_create_share_link_basic | assert | numeric_literal | 82 | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from sniffly.share import ShareManager
def temp_dir():
"""Create a temporary directory for testing."""
with tempfile.TemporaryDirectory() as tmpdir:... | 24 | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/test_share.py | test_create_share_link_public_with_commands | assert | bool_literal | 81 | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from sniffly.share import ShareManager
def temp_dir():
"""Create a temporary directory for testing."""
with tempfile.TemporaryDirectory() as tmpdir:... | True | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/test_share.py | test_create_share_link_basic | assert | bool_literal | 78 | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from sniffly.share import ShareManager
def temp_dir():
"""Create a temporary directory for testing."""
with tempfile.TemporaryDirectory() as tmpdir:... | False | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/test_share.py | test_format_number | assert | string_literal | 66 | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from sniffly.share import ShareManager
def temp_dir():
"""Create a temporary directory for testing."""
with tempfile.TemporaryDirectory() as tmpdir:... | "500" | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/test_share.py | test_share_logging | assert | variable | 92 | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from sniffly.share import ShareManager
def temp_dir():
"""Create a temporary directory for testing."""
with tempfile.TemporaryDirectory() as tmpdir:... | entry | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/test_share.py | test_create_share_link_basic | assert | variable | 77 | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from sniffly.share import ShareManager
def temp_dir():
"""Create a temporary directory for testing."""
with tempfile.TemporaryDirectory() as tmpdir:... | result | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/test_share.py | test_sanitize_statistics | assert | string_literal | 77 | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from sniffly.share import ShareManager
def temp_dir():
"""Create a temporary directory for testing."""
with tempfile.TemporaryDirectory() as tmpdir:... | "test" | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/test_share.py | test_format_number | assert | string_literal | 67 | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from sniffly.share import ShareManager
def temp_dir():
"""Create a temporary directory for testing."""
with tempfile.TemporaryDirectory() as tmpdir:... | "1.5K" | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/test_share.py | test_format_number | assert | string_literal | 68 | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from sniffly.share import ShareManager
def temp_dir():
"""Create a temporary directory for testing."""
with tempfile.TemporaryDirectory() as tmpdir:... | "1.5M" | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/utils/test_log_finder.py | test_projects_with_jsonl_files | assert | numeric_literal | 43 | import tempfile
from pathlib import Path
from unittest.mock import patch
import pytest
from sniffly.utils.log_finder import find_claude_logs, get_all_projects_with_metadata
class TestGetAllProjectsWithMetadata:
def test_projects_with_jsonl_files(self):
"""Test getting metadata for projects with JSONL fi... | 2 | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/utils/test_log_finder.py | test_projects_with_jsonl_files | assert | numeric_literal | 47 | import tempfile
from pathlib import Path
from unittest.mock import patch
import pytest
from sniffly.utils.log_finder import find_claude_logs, get_all_projects_with_metadata
class TestGetAllProjectsWithMetadata:
def test_projects_with_jsonl_files(self):
"""Test getting metadata for projects with JSONL fi... | 1 | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/utils/test_log_finder.py | test_projects_with_jsonl_files | assert | numeric_literal | 49 | import tempfile
from pathlib import Path
from unittest.mock import patch
import pytest
from sniffly.utils.log_finder import find_claude_logs, get_all_projects_with_metadata
class TestGetAllProjectsWithMetadata:
def test_projects_with_jsonl_files(self):
"""Test getting metadata for projects with JSONL fi... | 0 | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/utils/test_log_finder.py | test_empty_claude_directory | assert | collection | 19 | import tempfile
from pathlib import Path
from unittest.mock import patch
import pytest
from sniffly.utils.log_finder import find_claude_logs, get_all_projects_with_metadata
class TestGetAllProjectsWithMetadata:
def test_empty_claude_directory(self):
"""Test when .claude/projects doesn't exist."""
... | [] | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/utils/test_log_finder.py | test_find_logs_without_jsonl | assert | none_literal | 24 | import tempfile
from pathlib import Path
from unittest.mock import patch
import pytest
from sniffly.utils.log_finder import find_claude_logs, get_all_projects_with_metadata
class TestFindClaudeLogs:
def test_find_logs_without_jsonl(self):
"""Test that directories without JSONL files return None."""
... | None | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/utils/test_log_finder.py | test_project_without_leading_dash | assert | string_literal | 30 | import tempfile
from pathlib import Path
from unittest.mock import patch
import pytest
from sniffly.utils.log_finder import find_claude_logs, get_all_projects_with_metadata
class TestGetAllProjectsWithMetadata:
def test_project_without_leading_dash(self):
"""Test project directory without leading dash."... | 'local-project' | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/utils/test_log_finder.py | test_find_logs_with_leading_dash | assert | func_call | 29 | import tempfile
from pathlib import Path
from unittest.mock import patch
import pytest
from sniffly.utils.log_finder import find_claude_logs, get_all_projects_with_metadata
class TestFindClaudeLogs:
def test_find_logs_with_leading_dash(self):
"""Test finding logs for a project path."""
with temp... | str(project_dir) | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/utils/test_memory_cache.py | test_basic_get_put | assert | numeric_literal | 15 | import pytest
from sniffly.utils.memory_cache import MemoryCache
class TestMemoryCache:
def test_basic_get_put(self):
"""Test basic cache operations."""
cache = MemoryCache(max_projects=3)
# Test miss
result = cache.get("/path/to/project1")
assert result is None
... | 1 | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/utils/test_memory_cache.py | test_basic_get_put | assert | numeric_literal | 16 | import pytest
from sniffly.utils.memory_cache import MemoryCache
class TestMemoryCache:
def test_basic_get_put(self):
"""Test basic cache operations."""
cache = MemoryCache(max_projects=3)
# Test miss
result = cache.get("/path/to/project1")
assert result is None
... | 0 | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/utils/test_memory_cache.py | test_lru_eviction | assert | numeric_literal | 16 | import pytest
from sniffly.utils.memory_cache import MemoryCache
class TestMemoryCache:
def test_lru_eviction(self):
"""Test LRU eviction when cache is full."""
cache = MemoryCache(max_projects=2)
# Fill cache
cache.put("/project1", [{"id": 1}], {"total": 1})
cach... | 2 | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chiphuyen/sniffly | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | train | train | tests/sniffly/utils/test_memory_cache.py | test_basic_get_put | assert | none_literal | 14 | import pytest
from sniffly.utils.memory_cache import MemoryCache
class TestMemoryCache:
def test_basic_get_put(self):
"""Test basic cache operations."""
cache = MemoryCache(max_projects=3)
# Test miss
result = cache.get("/path/to/project1")
assert result is | None | 9f65475a722d6ee64ad751d9c9e27cbc1fbf470e | 1 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_custom_embeddings.py | test_custom_embeddings_similarity | assert | variable | 16 | from typing import Callable
import numpy as np
import pytest
from chonkie.embeddings.base import BaseEmbeddings
def test_custom_embeddings_similarity() -> None:
"""Test the similarity calculation."""
embeddings = CustomEmbeddings(dimension=4)
vec1 = embeddings.embed("Text A")
vec2 = embeddings.embed(... | sim | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_voyageai_embeddings.py | test_different_output_dimensions | assert | variable | 40 | import os
import warnings
from typing import Union
from unittest.mock import MagicMock, patch
import numpy as np
import pytest
from chonkie import VoyageAIEmbeddings
def mock_tokenizer():
"""Mock tokenizer initialization to avoid internet dependency in CI."""
with patch("tokenizers.Tokenizer.from_pretrained"... | dim | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/genie/test_azure_openai_genie.py | test_repr | assert | variable | 27 | import sys
from unittest.mock import Mock, patch
import pytest
from chonkie import BaseGenie
from chonkie.genie.azure_openai import AzureOpenAIGenie
class TestAzureAIGenieMocked:
def test_repr(self):
"""Test AzureOpenAIGenie string representation."""
mock_openai = Mock()
with (
... | rep | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_late_chunker.py | test_late_chunker_chunk_short_text | assert | variable | 27 | import numpy as np
import pytest
from chonkie import LateChunker
from chonkie.embeddings import SentenceTransformerEmbeddings
from chonkie.types import Chunk, RecursiveLevel, RecursiveRules
def embedding_model() -> SentenceTransformerEmbeddings:
"""Return an object of SentenceTransformerEmbeddings type."""
re... | text | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_model2vec_embeddings.py | test_initialization_with_model_instance | assert | variable | 31 | import numpy as np
import pytest
from model2vec import StaticModel
from chonkie import Model2VecEmbeddings
def embedding_model() -> Model2VecEmbeddings:
"""Return a Model2VecEmbeddings instance."""
return Model2VecEmbeddings("minishlab/potion-base-32M")
def sample_text() -> str:
"""Return a sample text f... | model | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_sentence_transformer_embeddings.py | test_initialization_with_model_instance | assert | variable | 33 | import numpy as np
import pytest
from sentence_transformers import SentenceTransformer
from chonkie.embeddings.sentence_transformer import SentenceTransformerEmbeddings
def embedding_model() -> SentenceTransformerEmbeddings:
"""Return a SentenceTransformerEmbeddings instance."""
return SentenceTransformerEmbe... | model | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/types/test_base.py | test_chunk_embedding_repr | assert | variable | 13 | from __future__ import annotations
import pytest
from chonkie import Chunk
def test_chunk_embedding_repr():
"""Test Chunk __repr__ with embedding."""
# Test without embedding
chunk1 = Chunk(text="test", start_index=0, end_index=4, token_count=1)
repr1 = repr(chunk1)
assert "embedding" not in | repr1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/types/test_base.py | test_chunk_embedding_repr | assert | variable | 24 | from __future__ import annotations
import pytest
from chonkie import Chunk
def test_chunk_embedding_repr():
"""Test Chunk __repr__ with embedding."""
# Test without embedding
chunk1 = Chunk(text="test", start_index=0, end_index=4, token_count=1)
repr1 = repr(chunk1)
assert "embedding" not in repr... | repr2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/types/test_base.py | test_chunk_embedding_repr | assert | variable | 37 | from __future__ import annotations
import pytest
from chonkie import Chunk
def test_chunk_embedding_repr():
"""Test Chunk __repr__ with embedding."""
# Test without embedding
chunk1 = Chunk(text="test", start_index=0, end_index=4, token_count=1)
repr1 = repr(chunk1)
assert "embedding" not in repr... | repr3 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/types/test_base.py | test_chunk_embedding_serialization | assert | variable | 19 | from __future__ import annotations
import pytest
from chonkie import Chunk
def test_chunk_embedding_serialization():
"""Test Chunk serialization with embedding."""
# Test with list embedding
chunk1 = Chunk(
text="test",
start_index=0,
end_index=4,
token_count=1,
em... | dict1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_elastic_handshake.py | test_write_single_chunk | assert | variable | 69 | import uuid
from typing import Generator
from unittest.mock import MagicMock, patch
import pytest
from chonkie.embeddings import BaseEmbeddings
from chonkie.handshakes.elastic import ElasticHandshake
from chonkie.types import Chunk
pytestmark = pytest.mark.skipif(elasticsearch is None, reason="elasticsearch-py not i... | action | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/test_utils.py | test_hubbie_get_recipe_hub | assert | variable | 15 | import pytest
from chonkie.utils import Hubbie
def hubbie() -> Hubbie:
"""Fixture to create a Hubbie instance."""
return Hubbie()
def test_hubbie_get_recipe_hub(hubbie: Hubbie) -> None:
"""Test the Hubbie.get_recipe method."""
recipe = hubbie.get_recipe("default", lang="en")
assert recipe is not ... | recipe | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/test_utils.py | test_hubbie_get_recipe_schema | assert | variable | 15 | import pytest
from chonkie.utils import Hubbie
def hubbie() -> Hubbie:
"""Fixture to create a Hubbie instance."""
return Hubbie()
def test_hubbie_get_recipe_schema(hubbie: Hubbie) -> None:
"""Test the Hubbie.get_recipe_schema method."""
schema = hubbie.get_recipe_schema()
assert schema is not Non... | schema | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/types/test_recursive.py | test_recursive_rules_custom_init | assert | variable | 14 | import pytest
from chonkie import RecursiveLevel, RecursiveRules
def test_recursive_rules_custom_init() -> None:
"""Test RecursiveRules custom initialization."""
levels = [
RecursiveLevel(delimiters=["\n"]),
RecursiveLevel(delimiters=["."]),
]
rules = RecursiveRules(levels=levels)
... | levels | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_code_chunker.py | test_code_chunker_chunking_javascript | assert | variable | 57 | import pytest
from chonkie import CodeChunker
from chonkie.types import Chunk
def python_code() -> str:
"""Return a sample Python code snippet."""
return """
import os
import sys
def hello_world(name: str):
\"\"\"Prints a greeting.\"\"\"
print(f"Hello, {name}!")
class MyClass:
def __init__(self,... | js_code | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_code_chunker.py | test_cloud_code_chunker_javascript | assert | variable | 186 | from typing import Any, Callable, Union
from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import CodeChunker
from chonkie.types import Chunk
def python_code() -> str:
"""Return a sample Python code snippet."""
return """
import os
import sys
def hello_world(name: str):
\"\"\"Prints ... | js_code | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/porters/test_json_porter.py | test_json_porter_indentation | assert | variable | 73 | import json
import os
import tempfile
from pathlib import Path
from typing import Generator
import pytest
from chonkie import Chunk
from chonkie.porters.json import JSONPorter
def sample_chunks() -> list[Chunk]:
"""Create sample chunks for testing."""
return [
Chunk(
text="This is the fir... | content | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/test_viz.py | test_save_without_full_text | assert | variable | 62 | import html
import os
import tempfile
import warnings
from unittest.mock import MagicMock, patch
import pytest
from chonkie.types import Chunk
from chonkie.utils.viz import (
BODY_BACKGROUND_COLOR_DARK,
BODY_BACKGROUND_COLOR_LIGHT,
CONTENT_BACKGROUND_COLOR_DARK,
CONTENT_BACKGROUND_COLOR_LIGHT,
DAR... | content | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_auto_embeddings.py | test_existing_embeddings_instance | assert | variable | 23 | import os
import warnings
import pytest
from chonkie import AutoEmbeddings
from chonkie.embeddings.azure_openai import AzureOpenAIEmbeddings
from chonkie.embeddings.base import BaseEmbeddings
from chonkie.embeddings.cohere import CohereEmbeddings
from chonkie.embeddings.jina import JinaEmbeddings
from chonkie.embeddi... | original | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_catsu_embeddings.py | test_repr | assert | variable | 54 | import os
from typing import List
from unittest.mock import MagicMock, patch
import numpy as np
import pytest
def mock_catsu_client():
"""Fixture to create a mock Catsu client."""
mock_client = MagicMock()
# Mock embed response
mock_embed_response = MagicMock()
mock_embed_response.to_numpy.return... | repr_str | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_embeddings_registry.py | test_wrap_existing_embeddings | assert | variable | 33 | from typing import Any
import pytest
from chonkie.embeddings.base import BaseEmbeddings
from chonkie.embeddings.registry import EmbeddingsRegistry
from chonkie.embeddings.sentence_transformer import SentenceTransformerEmbeddings
class TestEmbeddingsRegistryWrap:
def setup_method(self) -> None:
"""Set up... | original | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_gemini_embeddings.py | test_repr | assert | variable | 33 | import os
import sys
from unittest.mock import MagicMock, patch
import numpy as np
import pytest
from chonkie.embeddings.gemini import GeminiEmbeddings
def embedding_model() -> GeminiEmbeddings:
"""Fixture to create a GeminiEmbeddings instance."""
api_key = os.environ.get("GEMINI_API_KEY")
return GeminiE... | repr_str | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_litellm_embeddings.py | test_repr | assert | variable | 38 | import os
import sys
from typing import List
from unittest.mock import MagicMock, patch
import numpy as np
import pytest
from chonkie.embeddings.litellm import LiteLLMEmbeddings
def embedding_model() -> LiteLLMEmbeddings:
"""Fixture to create a LiteLLMEmbeddings instance with default OpenAI model."""
api_key... | repr_str | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/genie/test_azure_openai_genie.py | test_azure_genie_repr | assert | variable | 23 | import sys
from unittest.mock import Mock, patch
import pytest
from chonkie import BaseGenie
from chonkie.genie.azure_openai import AzureOpenAIGenie
class TestAzureOpenAIGenieUtilities:
def test_azure_genie_repr(self) -> None:
"""Test AzureOpenAIGenie string representation."""
mock_openai = Mock... | repr_str | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/genie/test_gemini_genie.py | test_gemini_genie_repr | assert | variable | 23 | import os
import sys
from unittest.mock import Mock, patch
import pytest
from chonkie import BaseGenie, GeminiGenie
class TestGeminiGenieUtilities:
@patch.dict(os.environ, {"GEMINI_API_KEY": "test_key"})
def test_gemini_genie_repr(self) -> None:
"""Test GeminiGenie string representation."""
... | repr_str | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/genie/test_openai_genie.py | test_openai_genie_repr | assert | variable | 20 | import os
import sys
from unittest.mock import Mock, patch
import pytest
from chonkie import BaseGenie, OpenAIGenie
class TestOpenAIGenieUtilities:
def test_openai_genie_repr(self) -> None:
"""Test OpenAIGenie string representation."""
with patch.object(OpenAIGenie, "_is_available", return_value... | repr_str | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/refinery/test_embedding_refinery.py | test_embeddings_refinery_repr | assert | variable | 33 | from typing import TYPE_CHECKING, Callable
from unittest.mock import patch
import pytest
from chonkie.embeddings import BaseEmbeddings
from chonkie.refinery import EmbeddingsRefinery
from chonkie.types import Chunk
def sample_chunks() -> list[Chunk]:
"""Fixture to create sample chunks."""
return [
Ch... | repr_str | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/types/test_base.py | test_chunk_numpy_embedding_repr | assert | variable | 16 | from __future__ import annotations
import pytest
from chonkie import Chunk
@pytest.mark.skipif(not NUMPY_AVAILABLE, reason="NumPy not available")
def test_chunk_numpy_embedding_repr():
"""Test Chunk __repr__ with numpy embedding shows shape."""
import numpy as np
embedding = np.random.randn(768) # Typi... | repr_str | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_mongodb_handshake.py | test_generate_document | assert | variable | 65 | from unittest.mock import MagicMock, patch
import pytest
from chonkie.embeddings import BaseEmbeddings
from chonkie.types import Chunk
DEFAULT_EMBEDDING_MODEL = "minishlab/potion-retrieval-32M"
pytestmark = pytest.mark.skipif(not pymongo_available, reason="pymongo not installed")
def mock_embeddings():
"""Mock... | embedding | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/types/test_base.py | test_chunk_numpy_embedding_serialization | assert | variable | 18 | from __future__ import annotations
import pytest
from chonkie import Chunk
@pytest.mark.skipif(not NUMPY_AVAILABLE, reason="NumPy not available")
def test_chunk_numpy_embedding_serialization():
"""Test Chunk serialization with numpy embedding."""
import numpy as np
embedding = np.array([0.1, 0.2, 0.3, 0... | dict_repr | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chef/test_base_chef.py | test_cannot_instantiate_abstract_class | pytest.raises | variable | 13 | from __future__ import annotations
import pytest
from chonkie.chef import BaseChef
from chonkie.types import Document
class TestBaseChef:
def test_cannot_instantiate_abstract_class(self: "TestBaseChef") -> None:
"""Test that BaseChef cannot be instantiated directly."""
with pytest.raises( | TypeError) | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/fetcher/test_fetcher.py | test_fetch_all_files_no_filter | assert | variable | 55 | import tempfile
from pathlib import Path
import pytest
from chonkie.fetcher import BaseFetcher, FileFetcher
class TestFileFetcher:
def file_fetcher(self):
"""Fixture that returns a FileFetcher instance."""
return FileFetcher()
def temp_dir_with_files(self):
"""Fixture that creates a... | file_names | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chef/test_chef.py | test_empty_file_content | assert | string_literal | 24 | from pathlib import Path
from unittest.mock import mock_open, patch
import pytest
from chonkie.chef import TextChef
from chonkie.types import Document
class TestTextChef:
def text_chef(self) -> TextChef:
"""Fixture that returns a TextChef instance."""
return TextChef()
def sample_text(self)... | "" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/porters/test_json_porter.py | test_json_porter_empty_chunks_jsonl | assert | string_literal | 74 | import json
import os
import tempfile
from pathlib import Path
from typing import Generator
import pytest
from chonkie import Chunk
from chonkie.porters.json import JSONPorter
def sample_chunks() -> list[Chunk]:
"""Create sample chunks for testing."""
return [
Chunk(
text="This is the fir... | "" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/test_viz.py | test_init_custom_list_theme | assert | string_literal | 60 | import html
import os
import tempfile
import warnings
from unittest.mock import MagicMock, patch
import pytest
from chonkie.types import Chunk
from chonkie.utils.viz import (
BODY_BACKGROUND_COLOR_DARK,
BODY_BACKGROUND_COLOR_LIGHT,
CONTENT_BACKGROUND_COLOR_DARK,
CONTENT_BACKGROUND_COLOR_LIGHT,
DAR... | "" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chef/test_chef.py | test_file_opened_with_correct_mode | assert_* | string_literal | 29 | from pathlib import Path
from unittest.mock import mock_open, patch
import pytest
from chonkie.chef import TextChef
from chonkie.types import Document
class TestTextChef:
def text_chef(self) -> TextChef:
"""Fixture that returns a TextChef instance."""
return TextChef()
def sample_text(self)... | "r") | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_pgvector_handshake.py | test_pgvector_handshake_generate_metadata_with_attributes | assert | string_literal | 77 | import sys
import uuid
from unittest.mock import Mock, patch
import pytest
from chonkie.types import Chunk
pytestmark = pytest.mark.skipif(not vecs_available, reason="vecs not installed")
def mock_dependencies():
"""Mock dependencies to avoid real connections and downloads in CI."""
with patch("chonkie.embe... | "en" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/fetcher/test_fetcher.py | test_fetch_single_file_with_ext_ignored | assert | string_literal | 49 | import tempfile
from pathlib import Path
import pytest
from chonkie.fetcher import BaseFetcher, FileFetcher
class TestFileFetcher:
def file_fetcher(self):
"""Fixture that returns a FileFetcher instance."""
return FileFetcher()
def temp_dir_with_files(self):
"""Fixture that creates a... | ".py" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_code_chunker.py | test_cloud_code_chunker_initialization | assert | string_literal | 167 | from typing import Any, Callable, Union
from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import CodeChunker
from chonkie.types import Chunk
def python_code() -> str:
"""Return a sample Python code snippet."""
return """
import os
import sys
def hello_world(name: str):
\"\"\"Prints ... | "gpt2" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_late_chunker.py | test_cloud_late_chunker_initialization | assert | string_literal | 75 | from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import LateChunker
from chonkie.types import Chunk
def mock_api_response():
"""Mock successful API response."""
def _mock_response(text_input, chunk_count=1):
if isinstance(text_input, str):
if not text_input.strip():... | "gpt2" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_recursive_chunker.py | test_cloud_recursive_chunker_initialization | assert | string_literal | 73 | from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import RecursiveChunker
def mock_api_response():
"""Mock successful API response."""
def _mock_response(text_input, chunk_count=1):
if isinstance(text_input, str):
if not text_input.strip():
return []
... | "gpt2" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_slumber_chunker.py | test_cloud_slumber_chunker_initialization | assert | string_literal | 80 | import os
from unittest.mock import Mock, patch
import pytest
from pytest import MonkeyPatch
from chonkie.cloud import SlumberChunker
from chonkie.types import Chunk
def mock_api_response():
"""Mock successful API response."""
def _mock_response(text_input, chunk_count=1):
if isinstance(text_input, ... | "gpt2" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_token_chunker.py | test_cloud_token_chunker_initialization | assert | string_literal | 69 | from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import TokenChunker
from chonkie.types import Chunk
def mock_api_response():
"""Mock successful API response."""
def _mock_response(text_input, chunk_count=1):
if isinstance(text_input, str):
if not text_input.strip()... | "gpt2" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/types/test_recursive.py | test_recursive_level_init | assert | string_literal | 11 | import pytest
from chonkie import RecursiveLevel, RecursiveRules
def test_recursive_level_init() -> None:
"""Test RecursiveLevel initialization."""
level = RecursiveLevel(delimiters=["\n", "."])
assert level.delimiters == ["\n", "."]
assert not level.whitespace
assert level.include_delim == | "prev" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_code_chunker.py | test_cloud_code_chunker_initialization | assert | string_literal | 169 | from typing import Any, Callable, Union
from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import CodeChunker
from chonkie.types import Chunk
def python_code() -> str:
"""Return a sample Python code snippet."""
return """
import os
import sys
def hello_world(name: str):
\"\"\"Prints ... | "python" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_litellm_embeddings.py | test_get_provider | assert | string_literal | 35 | import os
import sys
from typing import List
from unittest.mock import MagicMock, patch
import numpy as np
import pytest
from chonkie.embeddings.litellm import LiteLLMEmbeddings
def embedding_model() -> LiteLLMEmbeddings:
"""Fixture to create a LiteLLMEmbeddings instance with default OpenAI model."""
api_key... | "voyage" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_chroma_handshake.py | test_chroma_handshake_init_default | assert | string_literal | 42 | import uuid
from unittest.mock import Mock, patch
import pytest
import chromadb
from chonkie import ChromaHandshake
from chonkie.handshakes.chroma import ChromaEmbeddingFunction
from chonkie.types import Chunk
pytestmark = pytest.mark.skipif(chromadb is None, reason="chromadb not installed")
def mock_embeddings():... | "Client" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_mongodb_handshake.py | test_mongodb_handshake_init_defaults | assert | string_literal | 58 | from unittest.mock import MagicMock, patch
import pytest
from chonkie.embeddings import BaseEmbeddings
from chonkie.types import Chunk
DEFAULT_EMBEDDING_MODEL = "minishlab/potion-retrieval-32M"
pytestmark = pytest.mark.skipif(not pymongo_available, reason="pymongo not installed")
def mock_embeddings():
"""Mock... | "random" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_mongodb_handshake.py | test_mongodb_handshake_init_specific_db_collection | assert | string_literal | 58 | from unittest.mock import MagicMock, patch
import pytest
from chonkie.embeddings import BaseEmbeddings
from chonkie.types import Chunk
DEFAULT_EMBEDDING_MODEL = "minishlab/potion-retrieval-32M"
pytestmark = pytest.mark.skipif(not pymongo_available, reason="pymongo not installed")
def mock_embeddings():
"""Mock... | "testdb" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_pinecone_handshake.py | test_pinecone_handshake_init_defaults | assert | string_literal | 66 | import os
from unittest.mock import MagicMock, patch
import pytest
from chonkie.embeddings import BaseEmbeddings
from chonkie.handshakes.pinecone import PineconeHandshake
from chonkie.types import Chunk
DEFAULT_EMBEDDING_MODEL = "minishlab/potion-retrieval-32M"
pytestmark = pytest.mark.skipif(
os.getenv("PINECO... | "random" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_qdrant_handshake.py | test_qdrant_handshake_init_defaults | assert | string_literal | 76 | import os
import uuid
from unittest.mock import Mock, patch
import pytest
import qdrant_client
from qdrant_client.http.models import Distance, VectorParams
from chonkie.embeddings import AutoEmbeddings, BaseEmbeddings
from chonkie.handshakes.qdrant import QdrantHandshake
from chonkie.types import Chunk
DEFAULT_EMBE... | "random" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_mongodb_handshake.py | test_mongodb_handshake_init_specific_db_collection | assert | string_literal | 59 | from unittest.mock import MagicMock, patch
import pytest
from chonkie.embeddings import BaseEmbeddings
from chonkie.types import Chunk
DEFAULT_EMBEDDING_MODEL = "minishlab/potion-retrieval-32M"
pytestmark = pytest.mark.skipif(not pymongo_available, reason="pymongo not installed")
def mock_embeddings():
"""Mock... | "testcol" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_neural_chunker.py | test_cloud_neural_chunker_initialization | assert | string_literal | 80 | import json
from typing import Any
import httpx
import pytest
from chonkie.cloud.chunker import NeuralChunker
from chonkie.types import Chunk
def mock_requests_get_success(monkeypatch: pytest.MonkeyPatch) -> None:
"""Mock requests.get to return a successful response."""
class MockResponse:
def __ini... | "test_key" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_auto_embeddings.py | test_voyage_provider_prefix | assert | string_literal | 24 | import os
import warnings
import pytest
from chonkie import AutoEmbeddings
from chonkie.embeddings.azure_openai import AzureOpenAIEmbeddings
from chonkie.embeddings.base import BaseEmbeddings
from chonkie.embeddings.cohere import CohereEmbeddings
from chonkie.embeddings.jina import JinaEmbeddings
from chonkie.embeddi... | "voyage-3" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_elastic_handshake.py | test_search_with_query | assert | string_literal | 96 | import uuid
from typing import Generator
from unittest.mock import MagicMock, patch
import pytest
from chonkie.embeddings import BaseEmbeddings
from chonkie.handshakes.elastic import ElasticHandshake
from chonkie.types import Chunk
pytestmark = pytest.mark.skipif(elasticsearch is None, reason="elasticsearch-py not i... | "mock-id-1" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_milvus_handshake.py | test_search_with_query | assert | string_literal | 104 | from typing import Generator
from unittest.mock import MagicMock, patch
import numpy as np
import pytest
from chonkie.embeddings import BaseEmbeddings
from chonkie.handshakes.milvus import MilvusHandshake
from chonkie.types import Chunk
pytestmark = pytest.mark.skipif(pymilvus is None, reason="pymilvus-client not in... | "mock_pk_1" | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chef/test_chef.py | test_process_batch_string_paths | assert | numeric_literal | 29 | from pathlib import Path
from unittest.mock import mock_open, patch
import pytest
from chonkie.chef import TextChef
from chonkie.types import Document
class TestTextChef:
def text_chef(self) -> TextChef:
"""Fixture that returns a TextChef instance."""
return TextChef()
def sample_text(self)... | 3 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chef/test_chef.py | test_call_list_of_strings | assert | numeric_literal | 30 | from pathlib import Path
from unittest.mock import mock_open, patch
import pytest
from chonkie.chef import TextChef
from chonkie.types import Document
class TestTextChef:
def text_chef(self) -> TextChef:
"""Fixture that returns a TextChef instance."""
return TextChef()
def sample_text(self)... | 2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chef/test_markdown_chef.py | test_parse_simple_markdown | assert | numeric_literal | 101 | from __future__ import annotations
from pathlib import Path
from unittest.mock import mock_open, patch
import pytest
from chonkie.chef import MarkdownChef
from chonkie.types import MarkdownDocument
class TestMarkdownChef:
def markdown_chef(self) -> MarkdownChef:
"""Fixture that returns a MarkdownChef i... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chef/test_markdown_chef.py | test_parse_markdown_with_table | assert | numeric_literal | 103 | from __future__ import annotations
from pathlib import Path
from unittest.mock import mock_open, patch
import pytest
from chonkie.chef import MarkdownChef
from chonkie.types import MarkdownDocument
class TestMarkdownChef:
def markdown_chef(self) -> MarkdownChef:
"""Fixture that returns a MarkdownChef i... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chef/test_markdown_chef.py | test_parse_markdown_with_code | assert | numeric_literal | 100 | from __future__ import annotations
from pathlib import Path
from unittest.mock import mock_open, patch
import pytest
from chonkie.chef import MarkdownChef
from chonkie.types import MarkdownDocument
class TestMarkdownChef:
def markdown_chef(self) -> MarkdownChef:
"""Fixture that returns a MarkdownChef i... | 2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chef/test_markdown_chef.py | test_parse_multiple_tables | assert | numeric_literal | 116 | from __future__ import annotations
from pathlib import Path
from unittest.mock import mock_open, patch
import pytest
from chonkie.chef import MarkdownChef
from chonkie.types import MarkdownDocument
class TestMarkdownChef:
def markdown_chef(self) -> MarkdownChef:
"""Fixture that returns a MarkdownChef i... | 3 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chef/test_table_chef.py | test_process_markdown_table_string | assert | numeric_literal | 44 | from __future__ import annotations
from pathlib import Path
from typing import Any
import pandas as pd
import pytest
from chonkie import TableChef
from chonkie.types import MarkdownDocument
class TestTableChef:
def table_chef(self) -> TableChef:
"""Fixture that returns a TableChef instance."""
... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chef/test_table_chef.py | test_process_batch | assert | numeric_literal | 49 | from __future__ import annotations
from pathlib import Path
from typing import Any
import pandas as pd
import pytest
from chonkie import TableChef
from chonkie.types import MarkdownDocument
class TestTableChef:
def table_chef(self) -> TableChef:
"""Fixture that returns a TableChef instance."""
... | 2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_code_chunker.py | test_code_chunker_chunking_python | assert | numeric_literal | 54 | import pytest
from chonkie import CodeChunker
from chonkie.types import Chunk
def python_code() -> str:
"""Return a sample Python code snippet."""
return """
import os
import sys
def hello_world(name: str):
\"\"\"Prints a greeting.\"\"\"
print(f"Hello, {name}!")
class MyClass:
def __init__(self,... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_late_chunker.py | test_late_chunker_chunk_basic | assert | numeric_literal | 28 | import numpy as np
import pytest
from chonkie import LateChunker
from chonkie.embeddings import SentenceTransformerEmbeddings
from chonkie.types import Chunk, RecursiveLevel, RecursiveRules
def embedding_model() -> SentenceTransformerEmbeddings:
"""Return an object of SentenceTransformerEmbeddings type."""
re... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_late_chunker.py | test_late_chunker_chunk_short_text | assert | numeric_literal | 24 | import numpy as np
import pytest
from chonkie import LateChunker
from chonkie.embeddings import SentenceTransformerEmbeddings
from chonkie.types import Chunk, RecursiveLevel, RecursiveRules
def embedding_model() -> SentenceTransformerEmbeddings:
"""Return an object of SentenceTransformerEmbeddings type."""
re... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_neural_chunker.py | test_get_chunks_from_splits | assert | numeric_literal | 39 | import pytest
from chonkie import NeuralChunker
def sample_text() -> str:
"""Sample text for testing the NeuralChunker.
Returns:
str: A paragraph of text about machine learning chunking.
"""
text = """The process of neural text chunking represents a breakthrough in automatic text segmentatio... | 3 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_neural_chunker.py | test_get_chunks_from_splits | assert | numeric_literal | 41 | import pytest
from chonkie import NeuralChunker
def sample_text() -> str:
"""Sample text for testing the NeuralChunker.
Returns:
str: A paragraph of text about machine learning chunking.
"""
text = """The process of neural text chunking represents a breakthrough in automatic text segmentatio... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_neural_chunker.py | test_chunk_short_text | assert | numeric_literal | 39 | import pytest
from chonkie import NeuralChunker
def sample_text() -> str:
"""Sample text for testing the NeuralChunker.
Returns:
str: A paragraph of text about machine learning chunking.
"""
text = """The process of neural text chunking represents a breakthrough in automatic text segmentatio... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_neural_chunker.py | test_different_min_characters | assert | numeric_literal | 38 | import pytest
from chonkie import NeuralChunker
def sample_text() -> str:
"""Sample text for testing the NeuralChunker.
Returns:
str: A paragraph of text about machine learning chunking.
"""
text = """The process of neural text chunking represents a breakthrough in automatic text segmentatio... | 5 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_recursive_chunker.py | test_recursive_chunker_chunking | assert | numeric_literal | 70 | import pytest
from chonkie import (
Chunk,
RecursiveChunker,
RecursiveLevel,
RecursiveRules,
)
def sample_text() -> str:
"""Return a sample text."""
text = """# Chunking Strategies in Retrieval-Augmented Generation: A Comprehensive Analysis\n\nIn the rapidly evolving landscape of natural langu... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_semantic_chunker.py | test_semantic_chunker_initialization | assert | numeric_literal | 48 | import pytest
from chonkie import SemanticChunker
from chonkie.embeddings import BaseEmbeddings, Model2VecEmbeddings
from chonkie.types import Chunk
def sample_text() -> str:
"""Sample text for testing the SemanticChunker."""
text = """The process of text chunking in RAG applications represents a delicate bal... | 3 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_semantic_chunker.py | test_semantic_chunker_initialization | assert | numeric_literal | 49 | import pytest
from chonkie import SemanticChunker
from chonkie.embeddings import BaseEmbeddings, Model2VecEmbeddings
from chonkie.types import Chunk
def sample_text() -> str:
"""Sample text for testing the SemanticChunker."""
text = """The process of text chunking in RAG applications represents a delicate bal... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_semantic_chunker.py | test_semantic_chunker_chunking | assert | numeric_literal | 46 | import pytest
from chonkie import SemanticChunker
from chonkie.embeddings import BaseEmbeddings, Model2VecEmbeddings
from chonkie.types import Chunk
def sample_text() -> str:
"""Sample text for testing the SemanticChunker."""
text = """The process of text chunking in RAG applications represents a delicate bal... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_semantic_chunker.py | test_with_different_similarity_windows | assert | numeric_literal | 80 | import pytest
from chonkie import SemanticChunker
from chonkie.embeddings import BaseEmbeddings, Model2VecEmbeddings
from chonkie.types import Chunk
def sample_text() -> str:
"""Sample text for testing the SemanticChunker."""
text = """The process of text chunking in RAG applications represents a delicate bal... | 5 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
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