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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_sentence_chunker.py | test_sentence_chunker_initialization | assert | numeric_literal | 55 | from __future__ import annotations
import pytest
from tokenizers import Tokenizer
from chonkie import Chunk, SentenceChunker
def tokenizer() -> Tokenizer:
"""Return a tokenizer instance."""
return Tokenizer.from_pretrained("gpt2")
def sample_text() -> str:
"""Return a sample text."""
text = """# Chu... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_sentence_chunker.py | test_sentence_chunker_chunking | assert | numeric_literal | 51 | from __future__ import annotations
import pytest
from tokenizers import Tokenizer
from chonkie import Chunk, SentenceChunker
def tokenizer() -> Tokenizer:
"""Return a tokenizer instance."""
return Tokenizer.from_pretrained("gpt2")
def sample_text() -> str:
"""Return a sample text."""
text = """# Chu... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_slumber_chunker.py | test_split_text_whitespace | assert | numeric_literal | 62 | import json
from typing import Any, Optional
from unittest.mock import Mock, patch
import pytest
from chonkie.chunker import SlumberChunker
from chonkie.genie import BaseGenie
from chonkie.types import Chunk, RecursiveLevel, RecursiveRules
def mock_genie() -> MockGenie:
"""Fixture for mock genie."""
return M... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_slumber_chunker.py | test_split_text_delimiters | assert | numeric_literal | 62 | import json
from typing import Any, Optional
from unittest.mock import Mock, patch
import pytest
from chonkie.chunker import SlumberChunker
from chonkie.genie import BaseGenie
from chonkie.types import Chunk, RecursiveLevel, RecursiveRules
def mock_genie() -> MockGenie:
"""Fixture for mock genie."""
return M... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_slumber_chunker.py | test_prepare_splits | assert | numeric_literal | 64 | import json
from typing import Any, Optional
from unittest.mock import Mock, patch
import pytest
from chonkie.chunker import SlumberChunker
from chonkie.genie import BaseGenie
from chonkie.types import Chunk, RecursiveLevel, RecursiveRules
def mock_genie() -> MockGenie:
"""Fixture for mock genie."""
return M... | 3 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_slumber_chunker.py | test_chunk_large_text | assert | numeric_literal | 63 | import json
from typing import Any, Optional
from unittest.mock import Mock, patch
import pytest
from chonkie.chunker import SlumberChunker
from chonkie.genie import BaseGenie
from chonkie.types import Chunk, RecursiveLevel, RecursiveRules
def mock_genie() -> MockGenie:
"""Fixture for mock genie."""
return M... | 2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_table_chunker.py | test_table_chunker_small_table | assert | numeric_literal | 43 | from __future__ import annotations
import pytest
from chonkie import Chunk, RecursiveChunker, TableChunker
from chonkie.types import Document, MarkdownDocument, MarkdownTable
def sample_table() -> str:
"""Fixture that returns a sample markdown table for testing."""
table = """| Name | Age | City | Country | ... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_table_chunker.py | test_table_chunker_small_table | assert | numeric_literal | 45 | from __future__ import annotations
import pytest
from chonkie import Chunk, RecursiveChunker, TableChunker
from chonkie.types import Document, MarkdownDocument, MarkdownTable
def sample_table() -> str:
"""Fixture that returns a sample markdown table for testing."""
table = """| Name | Age | City | Country | ... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_table_chunker.py | test_table_chunker_exact_chunk_size | assert | numeric_literal | 55 | from __future__ import annotations
import pytest
from chonkie import Chunk, RecursiveChunker, TableChunker
from chonkie.types import Document, MarkdownDocument, MarkdownTable
def sample_table() -> str:
"""Fixture that returns a sample markdown table for testing."""
table = """| Name | Age | City | Country | ... | 2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_token_chunker.py | test_token_chunker_chunking | assert | numeric_literal | 74 | from __future__ import annotations
from typing import cast
import pytest
import tiktoken
from tiktoken import Encoding
from tokenizers import Tokenizer
from transformers import AutoTokenizer, PreTrainedTokenizerFast
from chonkie import Chunk, TokenChunker
def tiktokenizer() -> Encoding:
"""Fixture that returns ... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_token_chunker.py | test_token_chunker_single_token_text | assert | numeric_literal | 74 | from __future__ import annotations
from typing import cast
import pytest
import tiktoken
from tiktoken import Encoding
from tokenizers import Tokenizer
from transformers import AutoTokenizer, PreTrainedTokenizerFast
from chonkie import Chunk, TokenChunker
def tiktokenizer() -> Encoding:
"""Fixture that returns ... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_token_chunker.py | test_token_chunker_single_chunk_text | assert | numeric_literal | 75 | from __future__ import annotations
from typing import cast
import pytest
import tiktoken
from tiktoken import Encoding
from tokenizers import Tokenizer
from transformers import AutoTokenizer, PreTrainedTokenizerFast
from chonkie import Chunk, TokenChunker
def tiktokenizer() -> Encoding:
"""Fixture that returns ... | 6 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_code_chunker.py | test_cloud_code_chunker_python_complex | assert | numeric_literal | 179 | 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 ... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_code_chunker.py | test_cloud_code_chunker_empty_text | assert | numeric_literal | 172 | 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 ... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_late_chunker.py | test_cloud_late_chunker_empty_text | assert | numeric_literal | 74 | 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():... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_late_chunker.py | test_cloud_late_chunker_from_recipe | assert | numeric_literal | 73 | 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():... | 5 | 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 | numeric_literal | 79 | 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... | 5 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_neural_chunker.py | test_cloud_neural_chunker_empty_text | assert | numeric_literal | 79 | 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... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_recursive_chunker.py | test_cloud_recursive_chunker_single_sentence | assert | numeric_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 []
... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_recursive_chunker.py | test_cloud_recursive_chunker_single_sentence | assert | numeric_literal | 75 | 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 []
... | 2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_recursive_chunker.py | test_cloud_recursive_chunker_single_sentence | assert | numeric_literal | 76 | 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 []
... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_recursive_chunker.py | test_cloud_recursive_chunker_batch | assert | numeric_literal | 77 | 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 []
... | 3 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_semantic_chunker.py | test_cloud_semantic_chunker_initialization | assert | numeric_literal | 111 | from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import SemanticChunker
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 []
... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_semantic_chunker.py | test_cloud_semantic_chunker_initialization | assert | numeric_literal | 114 | from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import SemanticChunker
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 []
... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_semantic_chunker.py | test_cloud_semantic_chunker_initialization | assert | numeric_literal | 115 | from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import SemanticChunker
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 []
... | 5 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_semantic_chunker.py | test_cloud_semantic_chunker_initialization | assert | numeric_literal | 116 | from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import SemanticChunker
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 []
... | 3 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_semantic_chunker.py | test_cloud_semantic_chunker_single_sentence | assert | numeric_literal | 75 | from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import SemanticChunker
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 []
... | 2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_sentence_chunker.py | test_cloud_sentence_chunker_initialization | assert | numeric_literal | 116 | from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import SentenceChunker
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.stri... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_sentence_chunker.py | test_cloud_sentence_chunker_initialization | assert | numeric_literal | 117 | from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import SentenceChunker
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.stri... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_sentence_chunker.py | test_cloud_sentence_chunker_simple | assert | numeric_literal | 82 | from unittest.mock import Mock, patch
import pytest
from chonkie.cloud import SentenceChunker
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.stri... | 2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_slumber_chunker.py | test_cloud_slumber_chunker_single_sentence | assert | numeric_literal | 77 | 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, ... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_slumber_chunker.py | test_cloud_slumber_chunker_empty_text | assert | numeric_literal | 71 | 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, ... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_slumber_chunker.py | test_cloud_slumber_chunker_long_text | assert | numeric_literal | 96 | 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, ... | 2 | 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 | numeric_literal | 71 | 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()... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_token_chunker.py | test_cloud_token_chunker_simple | assert | numeric_literal | 82 | 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()... | 2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_token_chunker.py | test_cloud_token_chunker_multiple_sentences | assert | numeric_literal | 92 | 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()... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_auto_embeddings.py | test_actual_embedding_generation | assert | numeric_literal | 28 | 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... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_auto_embeddings.py | test_actual_embedding_generation | assert | numeric_literal | 29 | 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... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_azure_openai_embeddings.py | test_dimension_property | assert | numeric_literal | 37 | import os
import numpy as np
import pytest
from chonkie.embeddings.azure_openai import AzureOpenAIEmbeddings
def azure_embedding_model() -> AzureOpenAIEmbeddings:
"""Fixture to create an AzureOpenAIEmbeddings instance."""
return AzureOpenAIEmbeddings(
model="text-embedding-3-small",
azure_end... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_catsu_embeddings.py | test_embed_single_text | assert | numeric_literal | 56 | 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... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_catsu_embeddings.py | test_embed_batch_empty_list | assert | numeric_literal | 55 | 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... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_catsu_embeddings.py | test_embed_batch_with_batching | assert | numeric_literal | 71 | 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... | 5 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_catsu_embeddings.py | test_embed_batch_with_batching | assert | numeric_literal | 73 | 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... | 3 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_cohere_embeddings.py | test_count_tokens_single_text | assert | numeric_literal | 72 | import os
from importlib.util import find_spec
from unittest.mock import MagicMock, patch
import numpy as np
import pytest
from chonkie.embeddings.cohere import CohereEmbeddings
def mock_cohere_dependencies():
"""Mock Cohere dependencies to avoid real API calls and downloads."""
# Mock tokenizer requests and... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_custom_embeddings.py | test_custom_embeddings_initialization | assert | numeric_literal | 13 | from typing import Callable
import numpy as np
import pytest
from chonkie.embeddings.base import BaseEmbeddings
def test_custom_embeddings_initialization() -> None:
"""Test the initialization of the CustomEmbeddings class."""
embeddings = CustomEmbeddings(dimension=4)
assert isinstance(embeddings, BaseEm... | 4 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_custom_embeddings.py | test_custom_embeddings_batch_text | assert | numeric_literal | 14 | from typing import Callable
import numpy as np
import pytest
from chonkie.embeddings.base import BaseEmbeddings
def test_custom_embeddings_batch_text() -> None:
"""Test the embedding of a batch of text strings."""
embeddings = CustomEmbeddings(dimension=4)
texts = ["Test string one", "Test string two"]
... | 2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_embeddings_registry.py | test_registries_have_content | assert | numeric_literal | 15 | 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 TestEmbeddingsRegistryIntegration:
def test_registries_have_content(self) -> ... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_gemini_embeddings.py | test_count_tokens_batch | assert | numeric_literal | 46 | 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... | 2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_gemini_embeddings.py | test_embed_retry_logic | assert | numeric_literal | 45 | 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... | 3 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_gemini_embeddings.py | test_unknown_model_warning | assert | numeric_literal | 40 | 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... | 1 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_jina_embeddings.py | test_initialization_with_custom_parameters | assert | numeric_literal | 40 | import json
import os
import sys
from typing import Any, Generator
from unittest.mock import Mock, patch
import httpx
import numpy as np
import pytest
from chonkie.embeddings.jina import JinaEmbeddings
def mock_tokenizer() -> Generator[Any, None, None]:
"""Mock tokenizer initialization to avoid internet dependen... | 5 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_jina_embeddings.py | test_custom_batch_size_configuration | assert | numeric_literal | 53 | import json
import os
import sys
from typing import Any, Generator
from unittest.mock import Mock, patch
import httpx
import numpy as np
import pytest
from chonkie.embeddings.jina import JinaEmbeddings
def mock_tokenizer() -> Generator[Any, None, None]:
"""Mock tokenizer initialization to avoid internet dependen... | 3 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_jina_embeddings.py | test_embed_batch_with_fallback | assert | numeric_literal | 88 | import json
import os
import sys
from typing import Any, Generator
from unittest.mock import Mock, patch
import httpx
import numpy as np
import pytest
from chonkie.embeddings.jina import JinaEmbeddings
def mock_tokenizer() -> Generator[Any, None, None]:
"""Mock tokenizer initialization to avoid internet dependen... | 2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_litellm_embeddings.py | test_embed_empty_batch | assert | numeric_literal | 37 | 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... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_model2vec_embeddings.py | test_dimension_property | assert | numeric_literal | 29 | 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... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_openai_embeddings.py | test_dimension_property | assert | numeric_literal | 34 | import os
from unittest.mock import patch
import numpy as np
import pytest
from chonkie.embeddings.openai import OpenAIEmbeddings
def embedding_model() -> OpenAIEmbeddings:
"""Fixture to create an OpenAIEmbeddings instance."""
api_key = os.environ.get("OPENAI_API_KEY")
return OpenAIEmbeddings(model="text... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_sentence_transformer_embeddings.py | test_count_tokens_single_text | assert | numeric_literal | 31 | 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... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_voyageai_embeddings.py | test_count_tokens_single_text | assert | numeric_literal | 36 | 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"... | 0 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_voyageai_embeddings.py | test_real_embed_batch | assert | numeric_literal | 44 | 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"... | 3 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_voyageai_embeddings.py | test_real_aembed_batch | assert | numeric_literal | 45 | 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"... | 2 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_voyageai_embeddings.py | test_embed_batch_chunking | assert | numeric_literal | 61 | 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"... | 5 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_voyageai_embeddings.py | test_embed_batch_single_item | assert | numeric_literal | 38 | 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"... | 1 | 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 | numeric_literal | 44 | 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... | 6 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/fetcher/test_fetcher.py | test_fetch_with_single_extension_filter | assert | numeric_literal | 44 | 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... | 3 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/fetcher/test_fetcher.py | test_fetch_with_multiple_extension_filters | assert | numeric_literal | 44 | 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... | 4 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_chroma_handshake.py | test_chroma_handshake_write_single_chunk | assert | complex_expr | 49 | 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():... | chunk.text | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_weaviate_handshake.py | test_weaviate_handshake_generate_properties_with_optional_fields | assert | complex_expr | 91 | import uuid
from unittest.mock import Mock, patch
import pytest
from chonkie.handshakes.weaviate import WeaviateHandshake
from chonkie.types import Chunk
pytestmark = pytest.mark.skipif(weaviate is None, reason="weaviate not installed")
def mock_embeddings():
"""Mock AutoEmbeddings to avoid downloading models i... | chunk.text | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/porters/test_datasets_porter.py | test_dataset_structure_and_content | assert | complex_expr | 36 | import os
import shutil
import tempfile
from unittest.mock import patch
import pytest
from datasets import Dataset
from chonkie.porters.datasets import DatasetsPorter
from chonkie.types import Chunk
def sample_chunks(): # noqa
return [
Chunk(text="Hello world", start_index=0, end_index=11, token_count=2... | chunk.text | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/refinery/test_embedding_refinery.py | test_embeddings_refinery_refine_basic | assert | complex_expr | 51 | 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... | np.float32 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/types/test_base.py | test_chunk_serialization | assert | complex_expr | 19 | from __future__ import annotations
import pytest
from chonkie import Chunk
def test_chunk_serialization():
"""Test Chunk serialization/deserialization."""
chunk = Chunk(
text="test chunk",
start_index=0,
end_index=10,
token_count=2,
context="context string",
)
... | restored.text | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/types/test_sentence.py | test_sentence_serialization | assert | complex_expr | 11 | import pytest
from chonkie import Sentence
def test_sentence_serialization():
"""Test Sentence serialization/deserialization."""
sentence = Sentence(text="Ratatouille is a movie.", start_index=0, end_index=14, token_count=3)
sentence_dict = sentence.to_dict()
restored = Sentence.from_dict(sentence_dic... | restored.text | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_weaviate_handshake.py | test_weaviate_handshake_generate_properties_with_optional_fields | assert | complex_expr | 100 | import uuid
from unittest.mock import Mock, patch
import pytest
from chonkie.handshakes.weaviate import WeaviateHandshake
from chonkie.types import Chunk
pytestmark = pytest.mark.skipif(weaviate is None, reason="weaviate not installed")
def mock_embeddings():
"""Mock AutoEmbeddings to avoid downloading models i... | chunk.language | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_code_chunker.py | test_cloud_code_chunker_chunk_size_adherence | assert | complex_expr | 185 | 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 ... | chunk_size + 20 | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_chroma_handshake.py | test_chroma_handshake_write_single_chunk | assert | complex_expr | 51 | 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():... | chunk.end_index | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/porters/test_datasets_porter.py | test_dataset_structure_and_content | assert | complex_expr | 38 | import os
import shutil
import tempfile
from unittest.mock import patch
import pytest
from datasets import Dataset
from chonkie.porters.datasets import DatasetsPorter
from chonkie.types import Chunk
def sample_chunks(): # noqa
return [
Chunk(text="Hello world", start_index=0, end_index=11, token_count=2... | chunk.end_index | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/test_utils.py | test_hubbie_get_recipe_hub | assert | complex_expr | 16 | 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["recipe"] | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_chroma_handshake.py | test_chroma_handshake_write_single_chunk | assert | complex_expr | 50 | 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():... | chunk.start_index | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_chroma_handshake.py | test_chroma_handshake_write_single_chunk | assert | complex_expr | 52 | 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():... | chunk.token_count | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_elastic_handshake.py | test_write_single_chunk | assert | complex_expr | 70 | 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... | sample_chunk.text | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/handshakes/test_mongodb_handshake.py | test_generate_document | assert | complex_expr | 61 | 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... | sample_chunk.text | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/porters/test_datasets_porter.py | test_dataset_structure_and_content | assert | complex_expr | 37 | import os
import shutil
import tempfile
from unittest.mock import patch
import pytest
from datasets import Dataset
from chonkie.porters.datasets import DatasetsPorter
from chonkie.types import Chunk
def sample_chunks(): # noqa
return [
Chunk(text="Hello world", start_index=0, end_index=11, token_count=2... | chunk.start_index | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/test_utils.py | test_hubbie_initialization | assert | complex_expr | 22 | import pytest
from chonkie.utils import Hubbie
def hubbie() -> Hubbie:
"""Fixture to create a Hubbie instance."""
return Hubbie()
def test_hubbie_initialization() -> None:
"""Test the Hubbie initialization."""
hubbie = Hubbie()
assert hubbie is not None
assert isinstance(hubbie, Hubbie)
... | hubbie.recipe_schema | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/types/test_sentence.py | test_sentence_serialization | assert | complex_expr | 12 | import pytest
from chonkie import Sentence
def test_sentence_serialization():
"""Test Sentence serialization/deserialization."""
sentence = Sentence(text="Ratatouille is a movie.", start_index=0, end_index=14, token_count=3)
sentence_dict = sentence.to_dict()
restored = Sentence.from_dict(sentence_dic... | restored.token_count | 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 | complex_expr | 30 | 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.base_model_name | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_code_chunker.py | test_code_chunker_empty_input | assert | collection | 52 | 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,... | [] | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_late_chunker.py | test_late_chunker_chunk_empty_text | assert | collection | 22 | 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... | [] | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_neural_chunker.py | test_merge_close_spans_empty | assert | collection | 37 | 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... | [] | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_catsu_embeddings.py | test_tokenizer_encode_warning | assert | collection | 58 | 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... | [] | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_jina_embeddings.py | test_embed_batch_empty_list | assert | collection | 63 | import json
import os
import sys
from typing import Any, Generator
from unittest.mock import Mock, patch
import httpx
import numpy as np
import pytest
from chonkie.embeddings.jina import JinaEmbeddings
def mock_tokenizer() -> Generator[Any, None, None]:
"""Mock tokenizer initialization to avoid internet dependen... | [] | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_voyageai_embeddings.py | test_aembed_batch_empty_list | assert | collection | 47 | 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"... | [] | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/fetcher/test_fetcher.py | test_fetch_with_non_matching_extension | assert | collection | 45 | 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... | [] | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/genie/test_base_genie.py | test_generate_batch_empty_list | assert | collection | 26 | from typing import Any, Optional
from unittest.mock import Mock
import pytest
from chonkie import BaseGenie
def concrete_genie() -> ConcreteGenie:
"""Fixture providing a concrete genie implementation."""
return ConcreteGenie()
def multi_response_genie() -> ConcreteGenie:
"""Fixture providing a genie wit... | [] | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/porters/test_json_porter.py | test_json_porter_empty_chunks_list | assert | collection | 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/refinery/test_embedding_refinery.py | test_embeddings_refinery_refine_empty_list | assert | collection | 35 | 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... | [] | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_custom_embeddings.py | test_custom_embeddings_single_text | assert | collection | 15 | from typing import Callable
import numpy as np
import pytest
from chonkie.embeddings.base import BaseEmbeddings
def test_custom_embeddings_single_text() -> None:
"""Test the embedding of a single text string."""
embeddings = CustomEmbeddings(dimension=4)
text = "Test string"
vector = embeddings.embed... | (4,) | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/embeddings/test_gemini_embeddings.py | test_count_tokens_batch | assert | collection | 48 | 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... | [2, 4] | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_code_chunker.py | test_code_chunker_initialization | assert | none_literal | 52 | 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,... | None | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_late_chunker.py | test_late_chunker_init_with_instance | assert | none_literal | 25 | 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... | None | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/chunkers/test_sentence_chunker.py | test_sentence_chunker_initialization | assert | none_literal | 51 | from __future__ import annotations
import pytest
from tokenizers import Tokenizer
from chonkie import Chunk, SentenceChunker
def tokenizer() -> Tokenizer:
"""Return a tokenizer instance."""
return Tokenizer.from_pretrained("gpt2")
def sample_text() -> str:
"""Return a sample text."""
text = """# Chu... | None | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
chonkie-inc/chonkie | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | train | train | tests/cloud/test_cloud_code_chunker.py | test_cloud_code_chunker_simple | assert | none_literal | 183 | 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 ... | None | 02ccb2aa7c007911f316c60074de0ebd78f803b2 | 85 | v2_extractor_at_anchor |
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