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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-tools/SQLDatabase/tests/test_sql_database_tool.py | test_run_select_query | assert | collection | 28 | import json
import pytest
from datapizza.tools.SQLDatabase.base import SQLDatabase
def db_tool() -> SQLDatabase:
"""Provides a SQLDatabase instance connected to an in-memory SQLite database."""
db = SQLDatabase(db_uri="sqlite:///:memory:")
setup_queries = [
"CREATE TABLE users (id INTEGER PRIMARY... | {"name": "Alice", "age": 30} | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/core/clients/tests/test_mock_client.py | test_client_module | assert | collection | 16 | import pytest
from pydantic import BaseModel
from datapizza.clients.mock_client import MockClient
from datapizza.core.clients import Client, ClientResponse
from datapizza.memory.memory import Memory
from datapizza.type import TextBlock
from datapizza.type.type import ROLE
def test_client_module():
llm = MockClien... | [TextBlock(content="Mock response")] | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/modules/metatagger/tests/test_keyword_metagger.py | test_process_chunks_concurrent | assert | collection | 66 | from unittest.mock import Mock
import pytest
from pydantic import BaseModel
from datapizza.core.clients import Client, ClientResponse
from datapizza.memory.memory import Memory
from datapizza.modules.metatagger.keyword_metatagger import KeywordMetatagger
from datapizza.type import Chunk, StructuredBlock
def mock_cli... | ["machine learning", "deep learning"] | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/pipeline/tests/test_graph_pipeline.py | test_graph_pipeline_run_with_multiple_keys | assert | collection | 27 | from datapizza.clients.mock_client import MockClient
from datapizza.core.clients.client import ClientResponse, StreamInferenceClientModule
from datapizza.core.models import PipelineComponent
from datapizza.embedders.embedders import ClientEmbedder
from datapizza.modules.rewriters import ToolRewriter
from datapizza.pipe... | {"A": {"output_data": "C"}, "B": "B"} | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/tools/tests/test_tools.py | test_tool_with_any_params | assert | collection | 18 | from typing import Any
from ..tools import Tool, tool
def mt_test_function():
return "test"
def decorated_function(x: int, y: str = "default") -> str:
"""Test function docstring"""
return f"{x} {y}"
def test_tool_with_any_params():
@tool
def mt_test_function(x: Any):
return x
asser... | {"x": {"description": "Parameter x"}} | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/pipeline/tests/test_functional_pipeline.py | test_pipeline_with_then_and_dependencies | assert | collection | 37 | from datapizza.core.models import PipelineComponent
from datapizza.pipeline import Dependency, FunctionalPipeline
def test_pipeline_with_then_and_dependencies():
class A(PipelineComponent):
def _run(self):
return "A"
async def _a_run(self):
return "A"
class C(PipelineC... | {"start": "A", "then": "ABC", "C": "C"} | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-openai/tests/test_memory_adapter.py | test_memory_to_messages_function_call | assert | collection | 45 | import json
import pytest
from datapizza.memory.memory import Memory
from datapizza.tools.tools import tool
from datapizza.type.type import (
ROLE,
FunctionCallBlock,
Media,
MediaBlock,
StructuredBlock,
TextBlock,
)
from openai.types.responses import ResponseFunctionToolCall
from datapizza.cli... | { "a": 2, "b": 2, } | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/pipeline/tests/test_functional_pipeline.py | test_pipeline_with_foreach | assert | collection | 30 | from datapizza.core.models import PipelineComponent
from datapizza.pipeline import Dependency, FunctionalPipeline
def test_pipeline_with_foreach():
class A(PipelineComponent):
def _run(self):
return [1, 2, 3]
async def _a_run(self):
return [1, 2, 3]
class B(PipelineCom... | { "start": [1, 2, 3], "foreach": ["1B", "2B", "3B"], } | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-bedrock/tests/test_bedrock_memory_adapter.py | test_bedrock_memory_adapter_multiple_blocks | assert | collection | 22 | from datapizza.memory.memory import Memory
from datapizza.type import ROLE, TextBlock
from datapizza.clients.bedrock import BedrockClient
from datapizza.clients.bedrock.memory_adapter import BedrockMemoryAdapter
def test_bedrock_memory_adapter_multiple_blocks():
"""Test memory adapter with multiple text blocks in... | [ { "role": "user", "content": [{"text": "First message."}, {"text": "Second message."}], }, ] | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-anthropic/tests/test_anthropic_memory_adapter.py | test_anthropic_memory_adapter | assert | collection | 16 | from datapizza.memory.memory import Memory
from datapizza.type import ROLE, TextBlock
from datapizza.clients.anthropic import AnthropicClient
from datapizza.clients.anthropic.memory_adapter import AnthropicMemoryAdapter
def test_anthropic_memory_adapter():
memory_adapter = AnthropicMemoryAdapter()
memory = Me... | [ { "role": "user", "content": "Hello, world!", }, { "role": "assistant", "content": "Hello, world!", }, ] | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/memory/tests/test_memory.py | test_structured_block | assert | collection | 32 | from typing import TypeVar
from pydantic import BaseModel
from datapizza.memory.memory import Memory
from datapizza.tools import tool
from datapizza.type import (
ROLE,
FunctionCallBlock,
FunctionCallResultBlock,
Media,
MediaBlock,
StructuredBlock,
TextBlock,
)
Model = TypeVar("Model", bo... | [ { "role": "assistant", "blocks": [ { "type": "structured", "content": '{"name":"John","age":30}', } ], } ] | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/memory/tests/test_memory.py | test_structured_json_block | assert | collection | 28 | from typing import TypeVar
from pydantic import BaseModel
from datapizza.memory.memory import Memory
from datapizza.tools import tool
from datapizza.type import (
ROLE,
FunctionCallBlock,
FunctionCallResultBlock,
Media,
MediaBlock,
StructuredBlock,
TextBlock,
)
Model = TypeVar("Model", bo... | [ { "role": "assistant", "blocks": [ { "type": "structured", "content": {"name": "John", "age": 30}, } ], } ] | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-openai/tests/test_memory_adapter.py | test_memory_to_messages_media_blocks | assert | collection | 51 | import json
import pytest
from datapizza.memory.memory import Memory
from datapizza.tools.tools import tool
from datapizza.type.type import (
ROLE,
FunctionCallBlock,
Media,
MediaBlock,
StructuredBlock,
TextBlock,
)
from openai.types.responses import ResponseFunctionToolCall
from datapizza.cli... | { "type": "input_file", "filename": "file.pdf", "file_data": "data:application/pdf;base64,THIS_IS_A_PDF_BASE64", } | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-openai/tests/test_memory_adapter.py | test_turn_with_some_text | assert | collection | 35 | import json
import pytest
from datapizza.memory.memory import Memory
from datapizza.tools.tools import tool
from datapizza.type.type import (
ROLE,
FunctionCallBlock,
Media,
MediaBlock,
StructuredBlock,
TextBlock,
)
from openai.types.responses import ResponseFunctionToolCall
from datapizza.cli... | [ { "role": "user", "content": [ {"type": "input_text", "text": "Hello!"}, {"type": "input_text", "text": "Hi, how are u?"}, ], } ] | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/tools/tests/test_tools.py | test_tool_with_simple_params | assert | collection | 18 | from typing import Any
from ..tools import Tool, tool
def mt_test_function():
return "test"
def decorated_function(x: int, y: str = "default") -> str:
"""Test function docstring"""
return f"{x} {y}"
def test_tool_with_simple_params():
@tool
def mt_test_function(x: int, y: str = "default"):
... | { "x": {"type": "integer", "description": "Parameter x"}, "y": {"type": "string", "description": "Parameter y", "default": "default"}, } | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-bedrock/tests/test_bedrock_memory_adapter.py | test_bedrock_memory_adapter | assert | collection | 19 | from datapizza.memory.memory import Memory
from datapizza.type import ROLE, TextBlock
from datapizza.clients.bedrock import BedrockClient
from datapizza.clients.bedrock.memory_adapter import BedrockMemoryAdapter
def test_bedrock_memory_adapter():
"""Test that the memory adapter converts memory to Bedrock message ... | [ { "role": "user", "content": [{"text": "Hello, world!"}], }, { "role": "assistant", "content": [{"text": "Hello! How can I help you?"}], }, ] | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/memory/tests/test_memory.py | test_memory_to_dict | assert | collection | 25 | from typing import TypeVar
from pydantic import BaseModel
from datapizza.memory.memory import Memory
from datapizza.tools import tool
from datapizza.type import (
ROLE,
FunctionCallBlock,
FunctionCallResultBlock,
Media,
MediaBlock,
StructuredBlock,
TextBlock,
)
Model = TypeVar("Model", bo... | [ {"role": "user", "blocks": [{"type": "text", "content": "Hello, world!"}]}, {"role": "assistant", "blocks": [{"type": "text", "content": "Hello, world!"}]}, ] | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/agents/tests/test_base_agents.py | test_agent_stream_text | assert | string_literal | 21 | import asyncio
from concurrent.futures import ThreadPoolExecutor
from datapizza.agents.agent import PLANNING_PROMT, Agent, StepResult
from datapizza.clients import MockClient
from datapizza.core.clients import ClientResponse
from datapizza.tools import tool
class TestBaseAgents:
def test_agent_stream_text(self):... | "H" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/modules/metatagger/tests/test_keyword_metagger.py | test_process_chunk | assert | string_literal | 60 | from unittest.mock import Mock
import pytest
from pydantic import BaseModel
from datapizza.core.clients import Client, ClientResponse
from datapizza.memory.memory import Memory
from datapizza.modules.metatagger.keyword_metatagger import KeywordMetatagger
from datapizza.type import Chunk, StructuredBlock
def mock_cli... | "1" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/modules/splitters/tests/test_text_splitter.py | test_text_splitter | assert | string_literal | 10 | from datapizza.modules.splitters.text_splitter import TextSplitter
def test_text_splitter():
text_splitter = TextSplitter(max_char=10, overlap=0)
chunks = text_splitter.run("This is a test string")
assert len(chunks) == 3
assert chunks[0].text == "This is a "
assert chunks[1].text == "test strin"
... | "g" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/pipeline/tests/test_functional_pipeline.py | test_pipeline_with_get | assert | string_literal | 16 | from datapizza.core.models import PipelineComponent
from datapizza.pipeline import Dependency, FunctionalPipeline
def test_pipeline_with_get():
class A(PipelineComponent):
def _run(self):
return "A"
async def _a_run(self):
return "A"
pipeline = FunctionalPipeline().run... | "A" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/pipeline/tests/test_graph_pipeline.py | test_graph_pipeline | assert | string_literal | 18 | from datapizza.clients.mock_client import MockClient
from datapizza.core.clients.client import ClientResponse, StreamInferenceClientModule
from datapizza.core.models import PipelineComponent
from datapizza.embedders.embedders import ClientEmbedder
from datapizza.modules.rewriters import ToolRewriter
from datapizza.pipe... | "A" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/pipeline/tests/test_graph_pipeline.py | test_graph_pipeline | assert | string_literal | 19 | from datapizza.clients.mock_client import MockClient
from datapizza.core.clients.client import ClientResponse, StreamInferenceClientModule
from datapizza.core.models import PipelineComponent
from datapizza.embedders.embedders import ClientEmbedder
from datapizza.modules.rewriters import ToolRewriter
from datapizza.pipe... | "B" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/type/tests/test_type.py | test_block_new_function_call | assert | string_literal | 20 | from datapizza.tools.tools import Tool, tool
from datapizza.type.type import (
Block,
FunctionCallBlock,
FunctionCallResultBlock,
Media,
MediaBlock,
TextBlock,
)
def test_block_new_function_call():
@tool
def test_func():
pass
block = FunctionCallBlock(id="1", arguments={}, ... | "1" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/agents/tests/test_base_agents.py | test_agent_stream_text | assert | string_literal | 22 | import asyncio
from concurrent.futures import ThreadPoolExecutor
from datapizza.agents.agent import PLANNING_PROMT, Agent, StepResult
from datapizza.clients import MockClient
from datapizza.core.clients import ClientResponse
from datapizza.tools import tool
class TestBaseAgents:
def test_agent_stream_text(self):... | "He" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-vectorstores/datapizza-ai-vectorstores-milvus/datapizza/vectorstores/milvus/tests/test_milvus_vectorstore.py | test_update_upsert | assert | string_literal | 69 | import contextlib
import uuid
import pytest
from datapizza.core.vectorstore import VectorConfig
from datapizza.type import (
Chunk,
EmbeddingFormat,
SparseEmbedding,
)
from datapizza.vectorstores.milvus import MilvusVectorstore
MILVUS_URI = "./milvus.db"
def unique_coll(prefix="itest"):
return f"{pr... | "v2" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/agents/tests/test_base_agents.py | test_agent_stream_text | assert | string_literal | 23 | import asyncio
from concurrent.futures import ThreadPoolExecutor
from datapizza.agents.agent import PLANNING_PROMT, Agent, StepResult
from datapizza.clients import MockClient
from datapizza.core.clients import ClientResponse
from datapizza.tools import tool
class TestBaseAgents:
def test_agent_stream_text(self):... | "Hel" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-google/tests/test_memory_adapter.py | test_google_memory_to_messages_with_system_prompt | assert | string_literal | 18 | import pytest
from datapizza.memory.memory import Memory
from datapizza.type import ROLE, StructuredBlock, TextBlock
from datapizza.clients.google.memory_adapter import GoogleMemoryAdapter
def test_google_memory_to_messages_with_system_prompt():
memory = Memory()
memory.new_turn(role=ROLE.USER)
memory.add... | "user" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-openai/tests/test_memory_adapter.py | test_memory_to_messages_function_call | assert | string_literal | 43 | import json
import pytest
from datapizza.memory.memory import Memory
from datapizza.tools.tools import tool
from datapizza.type.type import (
ROLE,
FunctionCallBlock,
Media,
MediaBlock,
StructuredBlock,
TextBlock,
)
from openai.types.responses import ResponseFunctionToolCall
from datapizza.cli... | "user" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/agents/tests/test_base_agents.py | test_init_agent | assert | string_literal | 19 | import asyncio
from concurrent.futures import ThreadPoolExecutor
from datapizza.agents.agent import PLANNING_PROMT, Agent, StepResult
from datapizza.clients import MockClient
from datapizza.core.clients import ClientResponse
from datapizza.tools import tool
class TestBaseAgents:
def test_init_agent(self):
... | "test" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/pipeline/tests/test_pipeline.py | test_pipeline_from_yaml | assert | string_literal | 19 | from datapizza.vectorstores.qdrant import QdrantVectorstore
from datapizza.core.models import PipelineComponent
from datapizza.core.vectorstore import VectorConfig
from datapizza.pipeline import IngestionPipeline
from datapizza.type import Chunk, DenseEmbedding, Node
def test_pipeline_from_yaml():
from datapizza.... | "test" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/tools/tests/test_tools.py | test_tool_with_function | assert | string_literal | 18 | from typing import Any
from ..tools import Tool, tool
def mt_test_function():
return "test"
def decorated_function(x: int, y: str = "default") -> str:
"""Test function docstring"""
return f"{x} {y}"
def test_tool_with_function():
# Test basic Tool initialization with a function
t = Tool(func=mt_... | "test" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/type/tests/test_type.py | test_block_new_function_call | assert | string_literal | 22 | from datapizza.tools.tools import Tool, tool
from datapizza.type.type import (
Block,
FunctionCallBlock,
FunctionCallResultBlock,
Media,
MediaBlock,
TextBlock,
)
def test_block_new_function_call():
@tool
def test_func():
pass
block = FunctionCallBlock(id="1", arguments={}, ... | "test" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-vectorstores/datapizza-ai-vectorstores-milvus/datapizza/vectorstores/milvus/tests/test_milvus_vectorstore.py | test_add_and_retrieve_roundtrip | assert | string_literal | 74 | import contextlib
import uuid
import pytest
from datapizza.core.vectorstore import VectorConfig
from datapizza.type import (
Chunk,
EmbeddingFormat,
SparseEmbedding,
)
from datapizza.vectorstores.milvus import MilvusVectorstore
MILVUS_URI = "./milvus.db"
def unique_coll(prefix="itest"):
return f"{pr... | "id-1" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-google/tests/test_memory_adapter.py | test_google_memory_to_messages_with_system_prompt | assert | string_literal | 16 | import pytest
from datapizza.memory.memory import Memory
from datapizza.type import ROLE, StructuredBlock, TextBlock
from datapizza.clients.google.memory_adapter import GoogleMemoryAdapter
def test_google_memory_to_messages_with_system_prompt():
memory = Memory()
memory.new_turn(role=ROLE.USER)
memory.add... | "model" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/agents/tests/test_base_agents.py | test_invoke_agent | assert | string_literal | 16 | import asyncio
from concurrent.futures import ThreadPoolExecutor
from datapizza.agents.agent import PLANNING_PROMT, Agent, StepResult
from datapizza.clients import MockClient
from datapizza.core.clients import ClientResponse
from datapizza.tools import tool
class TestBaseAgents:
def test_invoke_agent(self):
... | "Hello" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/modules/splitters/tests/test_text_splitter.py | test_text_splitter_with_overlap | assert | string_literal | 11 | from datapizza.modules.splitters.text_splitter import TextSplitter
def test_text_splitter_with_overlap():
text_splitter = TextSplitter(max_char=10, overlap=2)
chunks = text_splitter.run("This is a test string")
assert len(chunks) == 3
assert chunks[0].text == "This is a "
assert chunks[1].text == ... | "tring" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-tools/filesystem/tests/test_filesystem.py | test_read_file | assert | string_literal | 22 | from unittest.mock import patch
import pytest
from datapizza.tools.filesystem import FileSystem
def fs_tool():
return FileSystem()
def temp_dir(tmp_path):
d = tmp_path / "test_dir"
d.mkdir()
(d / "file1.txt").write_text("hello")
(d / "subdir").mkdir()
(d / "subdir" / "file2.txt").write_text(... | "hello" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-vectorstores/datapizza-ai-vectorstores-milvus/datapizza/vectorstores/milvus/tests/test_milvus_vectorstore.py | test_add_and_retrieve_roundtrip | assert | string_literal | 75 | import contextlib
import uuid
import pytest
from datapizza.core.vectorstore import VectorConfig
from datapizza.type import (
Chunk,
EmbeddingFormat,
SparseEmbedding,
)
from datapizza.vectorstores.milvus import MilvusVectorstore
MILVUS_URI = "./milvus.db"
def unique_coll(prefix="itest"):
return f"{pr... | "alpha" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-vectorstores/datapizza-ai-vectorstores-milvus/datapizza/vectorstores/milvus/tests/test_milvus_vectorstore.py | test_add_and_retrieve_roundtrip | assert | string_literal | 76 | import contextlib
import uuid
import pytest
from datapizza.core.vectorstore import VectorConfig
from datapizza.type import (
Chunk,
EmbeddingFormat,
SparseEmbedding,
)
from datapizza.vectorstores.milvus import MilvusVectorstore
MILVUS_URI = "./milvus.db"
def unique_coll(prefix="itest"):
return f"{pr... | "itest" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-openai/tests/test_memory_adapter.py | test_memory_to_messages_with_system_prompt | assert | string_literal | 37 | import json
import pytest
from datapizza.memory.memory import Memory
from datapizza.tools.tools import tool
from datapizza.type.type import (
ROLE,
FunctionCallBlock,
Media,
MediaBlock,
StructuredBlock,
TextBlock,
)
from openai.types.responses import ResponseFunctionToolCall
from datapizza.cli... | "system" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/pipeline/tests/test_functional_pipeline.py | test_pipeline_from_yaml | assert | string_literal | 14 | from datapizza.core.models import PipelineComponent
from datapizza.pipeline import Dependency, FunctionalPipeline
def test_pipeline_from_yaml():
from datapizza.modules.rewriters import ToolRewriter
pipeline = FunctionalPipeline.from_yaml(
"datapizza-ai-core/datapizza/pipeline/tests/functional_pipeline... | "gpt-4o" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-vectorstores/datapizza-ai-vectorstores-milvus/datapizza/vectorstores/milvus/tests/test_milvus_vectorstore.py | test_metric_from_config_sparse_cosine | assert | string_literal | 66 | import contextlib
import uuid
import pytest
from datapizza.core.vectorstore import VectorConfig
from datapizza.type import (
Chunk,
EmbeddingFormat,
SparseEmbedding,
)
from datapizza.vectorstores.milvus import MilvusVectorstore
MILVUS_URI = "./milvus.db"
def unique_coll(prefix="itest"):
return f"{pr... | "COSINE" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/core/clients/tests/test_mock_client.py | test_response_first_text | assert | string_literal | 15 | import pytest
from pydantic import BaseModel
from datapizza.clients.mock_client import MockClient
from datapizza.core.clients import Client, ClientResponse
from datapizza.memory.memory import Memory
from datapizza.type import TextBlock
from datapizza.type.type import ROLE
def test_response_first_text():
response ... | "string1" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-tools/SQLDatabase/tests/test_sql_database_tool.py | test_run_insert_query | assert | string_literal | 29 | import json
import pytest
from datapizza.tools.SQLDatabase.base import SQLDatabase
def db_tool() -> SQLDatabase:
"""Provides a SQLDatabase instance connected to an in-memory SQLite database."""
db = SQLDatabase(db_uri="sqlite:///:memory:")
setup_queries = [
"CREATE TABLE users (id INTEGER PRIMARY... | "Charlie" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-bedrock/tests/test_bedrock_memory_adapter.py | test_init_bedrock_client_with_credentials | assert | string_literal | 16 | from datapizza.memory.memory import Memory
from datapizza.type import ROLE, TextBlock
from datapizza.clients.bedrock import BedrockClient
from datapizza.clients.bedrock.memory_adapter import BedrockMemoryAdapter
def test_init_bedrock_client_with_credentials():
"""Test BedrockClient initialization with explicit cr... | "test_key" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/modules/metatagger/tests/test_keyword_metagger.py | test_keyword_metatagger_initialization | assert | string_literal | 43 | from unittest.mock import Mock
import pytest
from pydantic import BaseModel
from datapizza.core.clients import Client, ClientResponse
from datapizza.memory.memory import Memory
from datapizza.modules.metatagger.keyword_metatagger import KeywordMetatagger
from datapizza.type import Chunk, StructuredBlock
def mock_cli... | "keywords" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/pipeline/tests/test_functional_pipeline.py | test_pipeline_from_yaml | assert | string_literal | 12 | from datapizza.core.models import PipelineComponent
from datapizza.pipeline import Dependency, FunctionalPipeline
def test_pipeline_from_yaml():
from datapizza.modules.rewriters import ToolRewriter
pipeline = FunctionalPipeline.from_yaml(
"datapizza-ai-core/datapizza/pipeline/tests/functional_pipeline... | "rewriter" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/pipeline/tests/test_graph_pipeline.py | test_graph_pipeline_from_yaml | assert | string_literal | 16 | from datapizza.clients.mock_client import MockClient
from datapizza.core.clients.client import ClientResponse, StreamInferenceClientModule
from datapizza.core.models import PipelineComponent
from datapizza.embedders.embedders import ClientEmbedder
from datapizza.modules.rewriters import ToolRewriter
from datapizza.pipe... | "rewriter" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/pipeline/tests/test_graph_pipeline.py | test_graph_pipeline_from_yaml | assert | string_literal | 17 | from datapizza.clients.mock_client import MockClient
from datapizza.core.clients.client import ClientResponse, StreamInferenceClientModule
from datapizza.core.models import PipelineComponent
from datapizza.embedders.embedders import ClientEmbedder
from datapizza.modules.rewriters import ToolRewriter
from datapizza.pipe... | "embedder" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-embedders/google/tests/test_google_embedder.py | test_google_embedder_init | assert | string_literal | 6 | from datapizza.embedders.google import GoogleEmbedder
def test_google_embedder_init():
embedder = GoogleEmbedder(api_key="test-key")
assert embedder.api_key == | "test-key" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-embedders/openai/tests/test_openai_embedder.py | test_openai_embedder_init | assert | string_literal | 6 | from datapizza.embedders.openai import OpenAIEmbedder
def test_openai_embedder_init():
embedder = OpenAIEmbedder(api_key="test-key")
assert embedder.api_key == | "test-key" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-modules/parsers/docling/datapizza/modules/parsers/docling/tests/test_docling_parser.py | test_parse_with_file_path | assert | string_literal | 18 | import warnings
import pytest
from datapizza.type import Node, NodeType
from datapizza.modules.parsers.docling.docling_parser import DoclingParser
from datapizza.modules.parsers.docling.ocr_options import OCREngine, OCROptions
def test_parse_with_file_path(mock_docling_parser, tmp_path):
"""Test that parse() wor... | "mock_doc" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-bedrock/tests/test_bedrock_async.py | test_async_client_initialization | assert | string_literal | 19 | from datapizza.clients.bedrock import BedrockClient
def test_async_client_initialization():
"""Test that async client can be initialized"""
client = BedrockClient(
aws_access_key_id="test_key",
aws_secret_access_key="test_secret",
region_name="us-east-1",
)
# Initialize async c... | "us-east-1" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-bedrock/tests/test_bedrock_memory_adapter.py | test_init_bedrock_client_with_credentials | assert | string_literal | 17 | from datapizza.memory.memory import Memory
from datapizza.type import ROLE, TextBlock
from datapizza.clients.bedrock import BedrockClient
from datapizza.clients.bedrock.memory_adapter import BedrockMemoryAdapter
def test_init_bedrock_client_with_credentials():
"""Test BedrockClient initialization with explicit cr... | "us-west-2" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-openai/tests/test_memory_adapter.py | test_google_memory_to_messages_multiple_turns | assert | string_literal | 39 | import json
import pytest
from datapizza.memory.memory import Memory
from datapizza.tools.tools import tool
from datapizza.type.type import (
ROLE,
FunctionCallBlock,
Media,
MediaBlock,
StructuredBlock,
TextBlock,
)
from openai.types.responses import ResponseFunctionToolCall
from datapizza.cli... | "assistant" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/modules/metatagger/tests/test_keyword_metagger.py | test_process_chunk | assert | string_literal | 61 | from unittest.mock import Mock
import pytest
from pydantic import BaseModel
from datapizza.core.clients import Client, ClientResponse
from datapizza.memory.memory import Memory
from datapizza.modules.metatagger.keyword_metatagger import KeywordMetatagger
from datapizza.type import Chunk, StructuredBlock
def mock_cli... | "Test text" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/modules/splitters/tests/test_text_splitter.py | test_text_splitter | assert | string_literal | 8 | from datapizza.modules.splitters.text_splitter import TextSplitter
def test_text_splitter():
text_splitter = TextSplitter(max_char=10, overlap=0)
chunks = text_splitter.run("This is a test string")
assert len(chunks) == 3
assert chunks[0].text == | "This is a " | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/modules/splitters/tests/test_text_splitter.py | test_text_splitter | assert | string_literal | 9 | from datapizza.modules.splitters.text_splitter import TextSplitter
def test_text_splitter():
text_splitter = TextSplitter(max_char=10, overlap=0)
chunks = text_splitter.run("This is a test string")
assert len(chunks) == 3
assert chunks[0].text == "This is a "
assert chunks[1].text == | "test strin" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/modules/splitters/tests/test_text_splitter.py | test_text_splitter_with_overlap | assert | string_literal | 10 | from datapizza.modules.splitters.text_splitter import TextSplitter
def test_text_splitter_with_overlap():
text_splitter = TextSplitter(max_char=10, overlap=2)
chunks = text_splitter.run("This is a test string")
assert len(chunks) == 3
assert chunks[0].text == "This is a "
assert chunks[1].text ==... | "a test str" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/pipeline/tests/test_graph_pipeline.py | test_graph_pipeline | assert | string_literal | 21 | from datapizza.clients.mock_client import MockClient
from datapizza.core.clients.client import ClientResponse, StreamInferenceClientModule
from datapizza.core.models import PipelineComponent
from datapizza.embedders.embedders import ClientEmbedder
from datapizza.modules.rewriters import ToolRewriter
from datapizza.pipe... | "input_data" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-modules/parsers/azure/tests/test_azure_parser.py | test_parse_with_metadata | assert | string_literal | 37 | import json
import os
import pytest
from datapizza.type import NodeType
from datapizza.modules.parsers.azure import AzureParser
def sample_azure_result():
with open(
os.path.join(os.path.dirname(__file__), "attention_wikipedia_test.json"),
) as f:
sample_result = json.load(f)
return sampl... | "test_value" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-modules/parsers/docling/datapizza/modules/parsers/docling/tests/test_docling_parser.py | test_parse_with_metadata | assert | string_literal | 25 | import warnings
import pytest
from datapizza.type import Node, NodeType
from datapizza.modules.parsers.docling.docling_parser import DoclingParser
from datapizza.modules.parsers.docling.ocr_options import OCREngine, OCROptions
def test_parse_with_metadata(mock_docling_parser, tmp_path):
"""Test that parse() corr... | "test_value" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/tools/tests/test_tools.py | test_tool_decorator_with_params | assert | string_literal | 18 | from typing import Any
from ..tools import Tool, tool
def mt_test_function():
return "test"
def decorated_function(x: int, y: str = "default") -> str:
"""Test function docstring"""
return f"{x} {y}"
def test_tool_decorator_with_params():
@tool(name="custom_name", description="Custom description", en... | "custom_name" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-modules/parsers/azure/tests/test_azure_parser.py | test_parse_with_metadata | assert | string_literal | 36 | import json
import os
import pytest
from datapizza.type import NodeType
from datapizza.modules.parsers.azure import AzureParser
def sample_azure_result():
with open(
os.path.join(os.path.dirname(__file__), "attention_wikipedia_test.json"),
) as f:
sample_result = json.load(f)
return sampl... | "user_upload" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-modules/parsers/azure/tests/test_azure_parser.py | test_call_method_with_metadata | assert | string_literal | 36 | import json
import os
import pytest
from datapizza.type import NodeType
from datapizza.modules.parsers.azure import AzureParser
def sample_azure_result():
with open(
os.path.join(os.path.dirname(__file__), "attention_wikipedia_test.json"),
) as f:
sample_result = json.load(f)
return sampl... | "direct_call" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-modules/parsers/docling/datapizza/modules/parsers/docling/tests/test_docling_parser.py | test_parse_with_metadata | assert | string_literal | 24 | import warnings
import pytest
from datapizza.type import Node, NodeType
from datapizza.modules.parsers.docling.docling_parser import DoclingParser
from datapizza.modules.parsers.docling.ocr_options import OCREngine, OCROptions
def test_parse_with_metadata(mock_docling_parser, tmp_path):
"""Test that parse() corr... | "user_upload" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-modules/parsers/docling/datapizza/modules/parsers/docling/tests/test_docling_parser.py | test_parse_metadata_override | assert | string_literal | 27 | import warnings
import pytest
from datapizza.type import Node, NodeType
from datapizza.modules.parsers.docling.docling_parser import DoclingParser
from datapizza.modules.parsers.docling.ocr_options import OCREngine, OCROptions
def test_parse_metadata_override(mock_docling_parser, tmp_path):
"""Test that user met... | "custom_name" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-modules/parsers/docling/datapizza/modules/parsers/docling/tests/test_docling_parser.py | test_parse_with_metadata_and_deprecated_pdf_path | assert | string_literal | 26 | import warnings
import pytest
from datapizza.type import Node, NodeType
from datapizza.modules.parsers.docling.docling_parser import DoclingParser
from datapizza.modules.parsers.docling.ocr_options import OCREngine, OCROptions
def test_parse_with_metadata_and_deprecated_pdf_path(
mock_docling_parser, tmp_path
):... | "legacy_path" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-modules/parsers/azure/tests/test_azure_parser.py | test_parse_metadata_override | assert | string_literal | 36 | import json
import os
import pytest
from datapizza.type import NodeType
from datapizza.modules.parsers.azure import AzureParser
def sample_azure_result():
with open(
os.path.join(os.path.dirname(__file__), "attention_wikipedia_test.json"),
) as f:
sample_result = json.load(f)
return sampl... | "custom_model" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-modules/parsers/docling/datapizza/modules/parsers/docling/tests/test_docling_parser.py | test_parse_with_file_path | assert | string_literal | 19 | import warnings
import pytest
from datapizza.type import Node, NodeType
from datapizza.modules.parsers.docling.docling_parser import DoclingParser
from datapizza.modules.parsers.docling.ocr_options import OCREngine, OCROptions
def test_parse_with_file_path(mock_docling_parser, tmp_path):
"""Test that parse() wor... | "docling_test" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/memory/tests/test_memory.py | test_memory_deep_copy | assert | string_literal | 29 | from typing import TypeVar
from pydantic import BaseModel
from datapizza.memory.memory import Memory
from datapizza.tools import tool
from datapizza.type import (
ROLE,
FunctionCallBlock,
FunctionCallResultBlock,
Media,
MediaBlock,
StructuredBlock,
TextBlock,
)
Model = TypeVar("Model", bo... | "Hello, world!" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/modules/parsers/tests/test_base_parser.py | test_base_parser | assert | string_literal | 25 | from datapizza.modules.parsers.text_parser import TextParser
from datapizza.type import NodeType
def test_base_parser():
parser = TextParser()
assert parser is not None
text = """Hello, world!
This is a test.
this is a sentence.
"""
document = parser.parse(text)
assert document is n... | "Hello, world!" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/type/tests/test_type.py | test_block_new | assert | string_literal | 15 | from datapizza.tools.tools import Tool, tool
from datapizza.type.type import (
Block,
FunctionCallBlock,
FunctionCallResultBlock,
Media,
MediaBlock,
TextBlock,
)
def test_block_new():
block = Block.from_dict({"type": "text", "content": "Hello, world!"})
assert isinstance(block, TextBloc... | "Hello, world!" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-tools/web_fetch/tests/test_web_fetch.py | test_web_fetch_tool_success | assert | string_literal | 19 | import httpx
import pytest
from httpx import Request
from datapizza.tools.web_fetch import WebFetchTool
def tool():
"""Provides a WebFetchTool instance."""
return WebFetchTool()
def test_web_fetch_tool_success(tool, httpx_mock):
"""Test a successful web fetch."""
url = "https://example.com"
httpx... | "Hello, world!" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/tools/tests/test_tools.py | test_tool_with_function | assert | string_literal | 16 | from typing import Any
from ..tools import Tool, tool
def mt_test_function():
return "test"
def decorated_function(x: int, y: str = "default") -> str:
"""Test function docstring"""
return f"{x} {y}"
def test_tool_with_function():
# Test basic Tool initialization with a function
t = Tool(func=mt_... | "mt_test_function" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-embedders/mistral/tests/test_mistral_embedder.py | test_openai_embedder_init | assert | string_literal | 6 | from datapizza.embedders.mistral import MistralEmbedder
def test_openai_embedder_init():
embedder = MistralEmbedder(api_key="mistral-test-key")
assert embedder.api_key == | "mistral-test-key" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-tools/duckduckgo/tests/test_ddgs_tools.py | test_duckduckgo_search | assert | string_literal | 7 | from datapizza.tools.duckduckgo import DuckDuckGoSearchTool
def test_duckduckgo_search():
tool = DuckDuckGoSearchTool()
assert tool.name == | "duckduckgo_search" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/tools/tests/test_tools.py | test_tool_decorator_with_params | assert | string_literal | 19 | from typing import Any
from ..tools import Tool, tool
def mt_test_function():
return "test"
def decorated_function(x: int, y: str = "default") -> str:
"""Test function docstring"""
return f"{x} {y}"
def test_tool_decorator_with_params():
@tool(name="custom_name", description="Custom description", en... | "Custom description" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-embedders/mistral/tests/test_mistral_embedder.py | test_openai_embedder_init_with_base_url | assert | string_literal | 7 | from datapizza.embedders.mistral import MistralEmbedder
def test_openai_embedder_init_with_base_url():
embedder = MistralEmbedder(api_key="mistral-test-key", base_url="https://api.mistral.ai")
assert embedder.api_key == "mistral-test-key"
assert embedder.base_url == | "https://api.mistral.ai" | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/core/clients/tests/test_mock_client.py | test_stream_response | assert | variable | 22 | import pytest
from pydantic import BaseModel
from datapizza.clients.mock_client import MockClient
from datapizza.core.clients import Client, ClientResponse
from datapizza.memory.memory import Memory
from datapizza.type import TextBlock
from datapizza.type.type import ROLE
def test_stream_response():
llm = MockCli... | text | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-vectorstores/datapizza-ai-vectorstores-milvus/datapizza/vectorstores/milvus/tests/test_milvus_vectorstore.py | test_create_and_list_collections | assert | variable | 70 | import contextlib
import uuid
import pytest
from datapizza.core.vectorstore import VectorConfig
from datapizza.type import (
Chunk,
EmbeddingFormat,
SparseEmbedding,
)
from datapizza.vectorstores.milvus import MilvusVectorstore
MILVUS_URI = "./milvus.db"
def unique_coll(prefix="itest"):
return f"{pr... | cols | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/core/clients/tests/test_mock_client.py | test_client_with_memory | assert | variable | 24 | import pytest
from pydantic import BaseModel
from datapizza.clients.mock_client import MockClient
from datapizza.core.clients import Client, ClientResponse
from datapizza.memory.memory import Memory
from datapizza.type import TextBlock
from datapizza.type.type import ROLE
def test_client_with_memory():
text1 = "M... | text1 | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/agents/tests/test_base_agents.py | test_params_as_class_attributes | assert | variable | 20 | import asyncio
from concurrent.futures import ThreadPoolExecutor
from datapizza.agents.agent import PLANNING_PROMT, Agent, StepResult
from datapizza.clients import MockClient
from datapizza.core.clients import ClientResponse
from datapizza.tools import tool
class TestBaseAgents:
def test_params_as_class_attribut... | client | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/memory/tests/test_memory.py | test_memory_copy | assert | variable | 26 | from typing import TypeVar
from pydantic import BaseModel
from datapizza.memory.memory import Memory
from datapizza.tools import tool
from datapizza.type import (
ROLE,
FunctionCallBlock,
FunctionCallResultBlock,
Media,
MediaBlock,
StructuredBlock,
TextBlock,
)
Model = TypeVar("Model", bo... | memory | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-tools/SQLDatabase/tests/test_sql_database_tool.py | test_get_table_schema | assert | variable | 24 | import json
import pytest
from datapizza.tools.SQLDatabase.base import SQLDatabase
def db_tool() -> SQLDatabase:
"""Provides a SQLDatabase instance connected to an in-memory SQLite database."""
db = SQLDatabase(db_uri="sqlite:///:memory:")
setup_queries = [
"CREATE TABLE users (id INTEGER PRIMARY... | schema | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-tools/SQLDatabase/tests/test_sql_database_tool.py | test_run_insert_query | assert | variable | 24 | import json
import pytest
from datapizza.tools.SQLDatabase.base import SQLDatabase
def db_tool() -> SQLDatabase:
"""Provides a SQLDatabase instance connected to an in-memory SQLite database."""
db = SQLDatabase(db_uri="sqlite:///:memory:")
setup_queries = [
"CREATE TABLE users (id INTEGER PRIMARY... | result | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-tools/filesystem/tests/test_filesystem.py | test_list_directory | assert | variable | 21 | from unittest.mock import patch
import pytest
from datapizza.tools.filesystem import FileSystem
def fs_tool():
return FileSystem()
def temp_dir(tmp_path):
d = tmp_path / "test_dir"
d.mkdir()
(d / "file1.txt").write_text("hello")
(d / "subdir").mkdir()
(d / "subdir" / "file2.txt").write_text(... | result | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-tools/web_fetch/tests/test_web_fetch.py | test_web_fetch_tool_timeout | assert | variable | 21 | import httpx
import pytest
from httpx import Request
from datapizza.tools.web_fetch import WebFetchTool
def tool():
"""Provides a WebFetchTool instance."""
return WebFetchTool()
def test_web_fetch_tool_timeout(tool, httpx_mock):
"""Test the tool's timeout handling."""
url = "https://example.com/timeo... | result | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/modules/splitters/tests/test_node_splitter.py | test_process_within_limit | assert | variable | 12 | from datapizza.modules.splitters.node_splitter import NodeSplitter
from datapizza.type.type import Node
def test_process_within_limit():
"""Test processing a node within character limit"""
splitter = NodeSplitter(max_char=100)
content = "Short content"
node = Node(content=content)
result = splitter... | content | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-openai/tests/test_memory_adapter.py | test_memory_to_messages_multiple_turns | assert | variable | 54 | import json
import pytest
from datapizza.memory.memory import Memory
from datapizza.tools.tools import tool
from datapizza.type.type import (
ROLE,
FunctionCallBlock,
Media,
MediaBlock,
StructuredBlock,
TextBlock,
)
from openai.types.responses import ResponseFunctionToolCall
from datapizza.cli... | expected | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/core/clients/tests/test_mock_client.py | test_mock_client | assert | variable | 16 | import pytest
from pydantic import BaseModel
from datapizza.clients.mock_client import MockClient
from datapizza.core.clients import Client, ClientResponse
from datapizza.memory.memory import Memory
from datapizza.type import TextBlock
from datapizza.type.type import ROLE
def test_mock_client():
llm = MockClient(... | response | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-tools/filesystem/tests/test_file_path_matches_pattern.py | test_matches_regex | assert | variable | 49 | import pytest
from datapizza.tools.filesystem import string_matches_patterns
test_cases = [
# (file_path, regex_patterns, expected_result)
("/home/user/file.sys", ["*.sys"], True),
("/home/user/file.sys", ["/home/*.sys"], True),
("/home/user/file.sys", ["/home/user/*.sys"], True),
("/home/user/fil... | expected | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-openai/tests/test_memory_adapter.py | test_memory_to_messages_with_input_str | assert | variable | 34 | import json
import pytest
from datapizza.memory.memory import Memory
from datapizza.tools.tools import tool
from datapizza.type.type import (
ROLE,
FunctionCallBlock,
Media,
MediaBlock,
StructuredBlock,
TextBlock,
)
from openai.types.responses import ResponseFunctionToolCall
from datapizza.cli... | input_str | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-tools/web_fetch/tests/test_web_fetch.py | test_web_fetch_tool_custom_user_agent | assert | variable | 22 | import httpx
import pytest
from httpx import Request
from datapizza.tools.web_fetch import WebFetchTool
def tool():
"""Provides a WebFetchTool instance."""
return WebFetchTool()
def test_web_fetch_tool_custom_user_agent(httpx_mock):
"""Test that a custom user agent is correctly passed."""
url = "http... | custom_ua | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-vectorstores/datapizza-ai-vectorstores-milvus/datapizza/vectorstores/milvus/tests/test_milvus_vectorstore.py | test_add_and_retrieve_roundtrip | assert | variable | 78 | import contextlib
import uuid
import pytest
from datapizza.core.vectorstore import VectorConfig
from datapizza.type import (
Chunk,
EmbeddingFormat,
SparseEmbedding,
)
from datapizza.vectorstores.milvus import MilvusVectorstore
MILVUS_URI = "./milvus.db"
def unique_coll(prefix="itest"):
return f"{pr... | emb_names | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/core/clients/tests/test_mock_client.py | test_cannot_instantiate_abstract_class | pytest.raises | variable | 12 | import pytest
from pydantic import BaseModel
from datapizza.clients.mock_client import MockClient
from datapizza.core.clients import Client, ClientResponse
from datapizza.memory.memory import Memory
from datapizza.type import TextBlock
from datapizza.type.type import ROLE
def test_cannot_instantiate_abstract_class():... | TypeError) | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-clients/datapizza-ai-clients-google/tests/test_memory_adapter.py | test_google_memory_to_messages_unsupported_input | pytest.raises | variable | 14 | import pytest
from datapizza.memory.memory import Memory
from datapizza.type import ROLE, StructuredBlock, TextBlock
from datapizza.clients.google.memory_adapter import GoogleMemoryAdapter
def test_google_memory_to_messages_unsupported_input():
memory = Memory()
class Dummy:
pass
with pytest.ra... | ValueError) | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/core/vectorstore/tests/test_vectorstore_models.py | test_vector_config_model_post_init | pytest.raises | variable | 8 | import pytest
from datapizza.core.vectorstore import VectorConfig
from datapizza.type import EmbeddingFormat
def test_vector_config_model_post_init():
with pytest.raises( | ValueError) | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
datapizza-labs/datapizza-ai | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | train | train | datapizza-ai-core/datapizza/pipeline/tests/test_functional_pipeline.py | test_pipeline_from_yaml | assert | variable | 13 | from datapizza.core.models import PipelineComponent
from datapizza.pipeline import Dependency, FunctionalPipeline
def test_pipeline_from_yaml():
from datapizza.modules.rewriters import ToolRewriter
pipeline = FunctionalPipeline.from_yaml(
"datapizza-ai-core/datapizza/pipeline/tests/functional_pipeline... | ToolRewriter | f137de8230fb29baa105fac1db1f5305036ffbf6 | 27 | v2_extractor_at_anchor |
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