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int32
datapizza-labs/datapizza-ai
from datapizza.modules.splitters.node_splitter import NodeSplitter from datapizza.type.type import Node def test_empy_node(): splitter = NodeSplitter(max_char=10) node = Node() result = splitter.run(node) assert len(result) ==
0
assert
numeric_literal
datapizza-ai-core/datapizza/modules/splitters/tests/test_node_splitter.py
test_empy_node
33
null
datapizza-labs/datapizza-ai
from unittest.mock import AsyncMock, MagicMock import pytest from ..mcp_client import MCPClient class TestMCPClientPersistence: def test_is_persistent_true_when_session_set(self): """Test is_persistent returns True when _persistent_session is set.""" client = MCPClient(url="https://example.com/m...
True
assert
bool_literal
datapizza-ai-core/datapizza/tools/tests/test_mcp_client.py
test_is_persistent_true_when_session_set
TestMCPClientPersistence
47
null
datapizza-labs/datapizza-ai
from datapizza.tools.tools import Tool, tool from datapizza.type.type import ( Block, FunctionCallBlock, FunctionCallResultBlock, Media, MediaBlock, TextBlock, ) def test_hash(): block = TextBlock(content="Hello, world!") print(hash(block)) assert hash(block) ==
hash(block)
assert
func_call
datapizza-ai-core/datapizza/type/tests/test_type.py
test_hash
15
null
datapizza-labs/datapizza-ai
from pathlib import Path 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 ToolRe...
{"A": a, "B": b}
assert
collection
datapizza-ai-core/datapizza/pipeline/tests/test_graph_pipeline.py
test_graph_pipeline
44
null
datapizza-labs/datapizza-ai
import os import tempfile import pytest from datapizza.modules.parsers.md_parser import MDParser from datapizza.type import NodeType def temp_md_file(): content = """# Title This is a paragraph. ## Section 1 This is section 1. ### Subsection 1.1 Content 1.1. ## Section 2 Content 2. """ with tempfile.N...
path
assert
variable
datapizza-ai-core/datapizza/modules/parsers/tests/test_md_parser.py
test_md_parser_no_headers
114
null
datapizza-labs/datapizza-ai
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
assert
variable
datapizza-ai-core/datapizza/memory/tests/test_memory.py
test_memory_copy
250
null
datapizza-labs/datapizza-ai
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"
assert
string_literal
datapizza-ai-modules/parsers/azure/tests/test_azure_parser.py
test_parse_with_metadata
71
null
datapizza-labs/datapizza-ai
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_input_str(): memory = Memory() input_str = "What is the weather?" messages = ...
str(messages[-1]["parts"])
assert
func_call
datapizza-ai-clients/datapizza-ai-clients-google/tests/test_memory_adapter.py
test_google_memory_to_messages_with_input_str
35
null
datapizza-labs/datapizza-ai
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...
["AI", "machine learning"]
assert
collection
datapizza-ai-core/datapizza/modules/metatagger/tests/test_keyword_metagger.py
test_process_chunk
75
null
datapizza-labs/datapizza-ai
from pathlib import Path 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 ToolRe...
"A"
assert
string_literal
datapizza-ai-core/datapizza/pipeline/tests/test_graph_pipeline.py
test_graph_pipeline
39
null
datapizza-labs/datapizza-ai
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"
assert
string_literal
datapizza-ai-core/datapizza/tools/tests/test_tools.py
test_tool_with_function
21
null
datapizza-labs/datapizza-ai
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"
assert
string_literal
datapizza-ai-core/datapizza/modules/metatagger/tests/test_keyword_metagger.py
test_process_chunk
74
null
datapizza-labs/datapizza-ai
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"
assert
string_literal
datapizza-ai-modules/parsers/azure/tests/test_azure_parser.py
test_call_method_with_metadata
135
null
datapizza-labs/datapizza-ai
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...
7
assert
numeric_literal
datapizza-ai-vectorstores/datapizza-ai-vectorstores-milvus/datapizza/vectorstores/milvus/tests/test_milvus_vectorstore.py
test_dump_collection_paged
151
null
datapizza-labs/datapizza-ai
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 TestStatelessAgents: def test_stateless_agent_invo...
0
assert
numeric_literal
datapizza-ai-core/datapizza/agents/tests/test_base_agents.py
test_stateless_agent_invoke
TestStatelessAgents
115
null
datapizza-labs/datapizza-ai
from pathlib import Path from datapizza.core.models import PipelineComponent from datapizza.pipeline import Dependency, FunctionalPipeline TEST_DIR = Path(__file__).parent def test_pipeline_with_then_and_dependencies(): class A(PipelineComponent): def _run(self): return "A" async def...
{"start": "A", "then": "ABC", "C": "C"}
assert
collection
datapizza-ai-core/datapizza/pipeline/tests/test_functional_pipeline.py
test_pipeline_with_then_and_dependencies
107
null
datapizza-labs/datapizza-ai
import os import tempfile import pytest from datapizza.modules.parsers.md_parser import MDParser from datapizza.type import NodeType def temp_md_file(): content = """# Title This is a paragraph. ## Section 1 This is section 1. ### Subsection 1.1 Content 1.1. ## Section 2 Content 2. """ with tempfile.N...
"Sentence one."
assert
string_literal
datapizza-ai-core/datapizza/modules/parsers/tests/test_md_parser.py
test_md_parser_sentences
133
null
datapizza-labs/datapizza-ai
import threading import time from unittest.mock import Mock, patch import pytest from opentelemetry.sdk.trace import ReadableSpan from opentelemetry.sdk.trace.export import SpanExportResult from opentelemetry.trace import SpanContext from datapizza.tracing.memory_exporter import ( ContextSpanProcessor, InMemo...
2
assert
numeric_literal
datapizza-ai-core/datapizza/tracing/tests/test_tracing.py
test_export_multiple_spans_same_trace
TestInMemoryTraceExporter
69
null
datapizza-labs/datapizza-ai
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
assert
variable
datapizza-ai-core/datapizza/core/clients/tests/test_mock_client.py
test_stream_response
35
null
datapizza-labs/datapizza-ai
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
assert
variable
datapizza-ai-vectorstores/datapizza-ai-vectorstores-milvus/datapizza/vectorstores/milvus/tests/test_milvus_vectorstore.py
test_create_and_list_collections
82
null
datapizza-labs/datapizza-ai
from datapizza.embedders.fastembedder import FastEmbedder def test_init_fastembedder(): embedder = FastEmbedder(model_name="Qdrant/bm25") assert embedder is not
None
assert
none_literal
datapizza-ai-embedders/fastembedder/tests/test_fastembedder.py
test_init_fastembedder
6
null
datapizza-labs/datapizza-ai
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_parser_preserves_json_output_dir_with_ocr_options(tmp_path): """Test parser p...
str(tmp_path)
assert
func_call
datapizza-ai-modules/parsers/docling/datapizza/modules/parsers/docling/tests/test_docling_parser.py
test_parser_preserves_json_output_dir_with_ocr_options
119
null
datapizza-labs/datapizza-ai
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...
str(messages[-1]["content"])
assert
func_call
datapizza-ai-clients/datapizza-ai-clients-openai/tests/test_memory_adapter.py
test_memory_to_messages_with_input_block
178
null
datapizza-labs/datapizza-ai
from pathlib import Path from datapizza.core.models import PipelineComponent from datapizza.pipeline import IngestionPipeline from datapizza.type import Chunk, DenseEmbedding, Node TEST_DIR = Path(__file__).parent def test_pipeline_from_yaml_backward_compatibility(): """Test that existing YAML configs without el...
4
assert
numeric_literal
datapizza-ai-core/datapizza/pipeline/tests/test_pipeline.py
test_pipeline_from_yaml_backward_compatibility
218
null
datapizza-labs/datapizza-ai
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 + text2
assert
complex_expr
datapizza-ai-core/datapizza/core/clients/tests/test_mock_client.py
test_client_with_memory
85
null
datapizza-labs/datapizza-ai
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"
assert
string_literal
datapizza-ai-core/datapizza/type/tests/test_type.py
test_block_new_function_call
47
null
datapizza-labs/datapizza-ai
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...
[]
assert
collection
datapizza-ai-clients/datapizza-ai-clients-openai/tests/test_memory_adapter.py
test_empty_memory_to_messages
40
null
datapizza-labs/datapizza-ai
import os import tempfile import pytest from datapizza.modules.parsers.md_parser import MDParser from datapizza.type import NodeType def temp_md_file(): content = """# Title This is a paragraph. ## Section 1 This is section 1. ### Subsection 1.1 Content 1.1. ## Section 2 Content 2. """ with tempfile.N...
NodeType.PARAGRAPH
assert
complex_expr
datapizza-ai-core/datapizza/modules/parsers/tests/test_md_parser.py
test_md_parser_no_headers
116
null
datapizza-labs/datapizza-ai
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...
NodeType.DOCUMENT
assert
complex_expr
datapizza-ai-modules/parsers/azure/tests/test_azure_parser.py
test_azure_parser_parse
33
null
datapizza-labs/datapizza-ai
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"
assert
string_literal
datapizza-ai-modules/parsers/azure/tests/test_azure_parser.py
test_parse_with_metadata
70
null
datapizza-labs/datapizza-ai
from pathlib import Path from datapizza.core.models import PipelineComponent from datapizza.pipeline import Dependency, FunctionalPipeline TEST_DIR = Path(__file__).parent def test_pipeline_from_yaml(): from datapizza.clients.mock_client import MockClient from datapizza.modules.rewriters import ToolRewriter ...
None
assert
none_literal
datapizza-ai-core/datapizza/pipeline/tests/test_functional_pipeline.py
test_pipeline_from_yaml
131
null
datapizza-labs/datapizza-ai
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"
assert
string_literal
datapizza-ai-core/datapizza/modules/metatagger/tests/test_keyword_metagger.py
test_process_chunk
73
null
datapizza-labs/datapizza-ai
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"
assert
string_literal
datapizza-ai-modules/parsers/docling/datapizza/modules/parsers/docling/tests/test_docling_parser.py
test_parse_with_metadata
135
null
datapizza-labs/datapizza-ai
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...
["AI", "test"]
assert
collection
datapizza-ai-core/datapizza/modules/metatagger/tests/test_keyword_metagger.py
test_process_chunks_concurrent
114
null
datapizza-labs/datapizza-ai
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[0].metadata...
8
assert
numeric_literal
datapizza-ai-core/datapizza/modules/splitters/tests/test_text_splitter.py
test_text_splitter_with_overlap
22
null
datapizza-labs/datapizza-ai
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...
True
assert
bool_literal
datapizza-ai-tools/filesystem/tests/test_file_path_matches_pattern.py
test_empty_patterns_list
53
null
datapizza-labs/datapizza-ai
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_structured_block(): memory = Memory() memory.new_turn(role=ROLE.USER) memory.add_t...
str(messages[0]["parts"][0])
assert
func_call
datapizza-ai-clients/datapizza-ai-clients-google/tests/test_memory_adapter.py
test_google_memory_to_messages_structured_block
14
null
datapizza-labs/datapizza-ai
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"]
assert
collection
datapizza-ai-core/datapizza/tools/tests/test_tools.py
test_tool_with_simple_params
57
null
datapizza-labs/datapizza-ai
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"
assert
string_literal
datapizza-ai-vectorstores/datapizza-ai-vectorstores-milvus/datapizza/vectorstores/milvus/tests/test_milvus_vectorstore.py
test_update_upsert
117
null
datapizza-labs/datapizza-ai
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}, } ], } ]
assert
collection
datapizza-ai-core/datapizza/memory/tests/test_memory.py
test_structured_json_block
231
null
datapizza-labs/datapizza-ai
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(...
True
assert
bool_literal
datapizza-ai-tools/filesystem/tests/test_filesystem.py
test_evaluate_path_on_patterns
194
null
datapizza-labs/datapizza-ai
def test_init(): assert 1 ==
1
assert
numeric_literal
datapizza-ai-clients/datapizza-ai-clients-watsonx/tests/test_watsonx.py
test_init
2
null
datapizza-labs/datapizza-ai
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
assert
variable
datapizza-ai-core/datapizza/core/clients/tests/test_mock_client.py
test_mock_client
21
null
datapizza-labs/datapizza-ai
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_parser_with_custom_ocr_options(mock_docling_parser, monkeypatch): """Test par...
["ita"]
assert
collection
datapizza-ai-modules/parsers/docling/datapizza/modules/parsers/docling/tests/test_docling_parser.py
test_parser_with_custom_ocr_options
76
null
datapizza-labs/datapizza-ai
from pathlib import Path from datapizza.core.models import PipelineComponent from datapizza.pipeline import IngestionPipeline from datapizza.type import Chunk, DenseEmbedding, Node TEST_DIR = Path(__file__).parent def test_pipeline(): pipeline = IngestionPipeline( modules=[ CustomSplitter(), ...
1
assert
numeric_literal
datapizza-ai-core/datapizza/pipeline/tests/test_pipeline.py
test_pipeline
49
null
datapizza-labs/datapizza-ai
from datapizza.cache.redis import RedisCache def test_redis_cache(): cache = RedisCache(host="localhost", port=6379, db=0) assert cache is not
None
assert
none_literal
datapizza-ai-cache/redis/tests/test_redis_cache.py
test_redis_cache
6
null
datapizza-labs/datapizza-ai
from pathlib import Path 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 ToolRe...
{"A": "A", "B": "B"}
assert
collection
datapizza-ai-core/datapizza/pipeline/tests/test_graph_pipeline.py
test_graph_pipeline_run_without_keys
58
null
datapizza-labs/datapizza-ai
from unittest.mock import AsyncMock, MagicMock import pytest from ..mcp_client import MCPClient class TestMCPClientListTools: @pytest.mark.asyncio async def test_a_list_tools_uses_session(self): """a_list_tools should use _session to list tools.""" client = MCPClient(url="https://example.com...
1
assert
numeric_literal
datapizza-ai-core/datapizza/tools/tests/test_mcp_client.py
test_a_list_tools_uses_session
TestMCPClientListTools
171
null
datapizza-labs/datapizza-ai
from pathlib import Path 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 ToolRe...
ToolRewriter
assert
variable
datapizza-ai-core/datapizza/pipeline/tests/test_graph_pipeline.py
test_graph_pipeline_from_yaml
100
null
datapizza-labs/datapizza-ai
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"
assert
string_literal
datapizza-ai-clients/datapizza-ai-clients-openai/tests/test_memory_adapter.py
test_memory_to_messages_with_system_prompt
160
null
datapizza-labs/datapizza-ai
from pathlib import Path from datapizza.core.models import PipelineComponent from datapizza.pipeline import IngestionPipeline from datapizza.type import Chunk, DenseEmbedding, Node TEST_DIR = Path(__file__).parent def test_ingestion_pipeline_with_multiple_files(): """Test issue #63: IngestionPipeline should hand...
3
assert
numeric_literal
datapizza-ai-core/datapizza/pipeline/tests/test_pipeline.py
test_ingestion_pipeline_with_multiple_files
128
null
datapizza-labs/datapizza-ai
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"
assert
string_literal
datapizza-ai-core/datapizza/agents/tests/test_base_agents.py
test_agent_stream_text
TestBaseAgents
101
null
datapizza-labs/datapizza-ai
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."}], }, ]
assert
collection
datapizza-ai-clients/datapizza-ai-clients-bedrock/tests/test_bedrock_memory_adapter.py
test_bedrock_memory_adapter_multiple_blocks
64
null
datapizza-labs/datapizza-ai
from pathlib import Path 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 ToolRe...
"embedder"
assert
string_literal
datapizza-ai-core/datapizza/pipeline/tests/test_graph_pipeline.py
test_graph_pipeline_from_yaml
104
null
datapizza-labs/datapizza-ai
from datapizza.clients import MockClient from datapizza.modules.rewriters import ToolRewriter def test_tool_rewriter(): tool_rewriter = ToolRewriter( client=MockClient(model_name="test"), system_prompt="test", ) assert tool_rewriter is not
None
assert
none_literal
datapizza-ai-core/datapizza/modules/rewriters/tests/test_tool_rewriter.py
test_tool_rewriter
10
null
datapizza-labs/datapizza-ai
import os import tempfile import pytest from datapizza.modules.parsers.md_parser import MDParser from datapizza.type import NodeType def temp_md_file(): content = """# Title This is a paragraph. ## Section 1 This is section 1. ### Subsection 1.1 Content 1.1. ## Section 2 Content 2. """ with tempfile.N...
2
assert
numeric_literal
datapizza-ai-core/datapizza/modules/parsers/tests/test_md_parser.py
test_md_parser_hierarchy
92
null
datapizza-labs/datapizza-ai
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_init_anthropic_client(): client = AnthropicClient(api_key="test") assert client ...
None
assert
none_literal
datapizza-ai-clients/datapizza-ai-clients-anthropic/tests/test_anthropic_memory_adapter.py
test_init_anthropic_client
10
null
datapizza-labs/datapizza-ai
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...
6
assert
numeric_literal
datapizza-ai-vectorstores/datapizza-ai-vectorstores-milvus/datapizza/vectorstores/milvus/tests/test_milvus_vectorstore.py
test_batch_add
110
null
datapizza-labs/datapizza-ai
import os import tempfile import pytest from datapizza.modules.parsers.md_parser import MDParser from datapizza.type import NodeType def temp_md_file(): content = """# Title This is a paragraph. ## Section 1 This is section 1. ### Subsection 1.1 Content 1.1. ## Section 2 Content 2. """ with tempfile.N...
"Sentence two."
assert
string_literal
datapizza-ai-core/datapizza/modules/parsers/tests/test_md_parser.py
test_md_parser_sentences
134
null
datapizza-labs/datapizza-ai
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
assert
complex_expr
datapizza-ai-core/datapizza/memory/tests/test_memory.py
test_memory_deep_copy
268
null
datapizza-labs/datapizza-ai
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_memory(): memory = Memory() ...
[textBlock]
assert
collection
datapizza-ai-core/datapizza/core/clients/tests/test_mock_client.py
test_memory
44
null
datapizza-labs/datapizza-ai
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"
assert
string_literal
datapizza-ai-core/datapizza/modules/splitters/tests/test_text_splitter.py
test_text_splitter
9
null
datapizza-labs/datapizza-ai
from unittest.mock import Mock, patch import pytest from datapizza.tracing.instrumentor import ( DatapizzaMonitoringInstrumentor, MissingDatapizzaConfigurationError, ) def required_env(monkeypatch): monkeypatch.setenv("DATAPIZZA_API_KEY", "test_api_key") monkeypatch.setenv("DATAPIZZA_PROJECT_ID", "te...
"9.9.9"
assert
string_literal
datapizza-ai-core/datapizza/tracing/tests/test_instrumentor.py
test_explicit_values_override_env
46
null
datapizza-labs/datapizza-ai
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[i]
assert
complex_expr
datapizza-ai-core/datapizza/core/clients/tests/test_mock_client.py
test_stream_response
32
null
datapizza-labs/datapizza-ai
from pathlib import Path from datapizza.core.models import PipelineComponent from datapizza.pipeline import IngestionPipeline from datapizza.type import Chunk, DenseEmbedding, Node TEST_DIR = Path(__file__).parent def test_pipeline_from_yaml_with_elements(): """Test that elements section in YAML config correctly...
"TextSplitter"
assert
string_literal
datapizza-ai-core/datapizza/pipeline/tests/test_pipeline.py
test_pipeline_from_yaml_with_elements
186
null
datapizza-labs/datapizza-ai
from datapizza.clients.mistral import MistralClient def test_init_mistral_client(): client = MistralClient(api_key="test") assert client is not
None
assert
none_literal
datapizza-ai-clients/datapizza-ai-clients-mistral/tests/test_mistral_client.py
test_init_mistral_client
6
null
datapizza-labs/datapizza-ai
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
assert
variable
datapizza-ai-clients/datapizza-ai-clients-openai/tests/test_memory_adapter.py
test_memory_to_messages_multiple_turns
85
null
datapizza-labs/datapizza-ai
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 TestStatelessAgents: async def test_func(): ...
6
assert
numeric_literal
datapizza-ai-core/datapizza/agents/tests/test_base_agents.py
test_func
TestStatelessAgents
159
null
datapizza-labs/datapizza-ai
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...
2
assert
numeric_literal
datapizza-ai-core/datapizza/modules/metatagger/tests/test_keyword_metagger.py
test_keyword_metatagger_initialization
46
null
datapizza-labs/datapizza-ai
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...
1
assert
numeric_literal
datapizza-ai-vectorstores/datapizza-ai-vectorstores-milvus/datapizza/vectorstores/milvus/tests/test_milvus_vectorstore.py
test_add_and_retrieve_roundtrip
94
null
datapizza-labs/datapizza-ai
import pytest from datapizza.core.vectorstore import VectorConfig from datapizza.type import EmbeddingFormat def test_vector_config_model_post_init(): with pytest.raises(
ValueError)
pytest.raises
variable
datapizza-ai-core/datapizza/core/vectorstore/tests/test_vectorstore_models.py
test_vector_config_model_post_init
8
null
datapizza-labs/datapizza-ai
from unittest.mock import AsyncMock, MagicMock import pytest from ..mcp_client import MCPClient class TestMCPClientInit: def test_init_with_command(self): client = MCPClient(command="uvx", args=["my-server"]) assert client.command ==
"uvx"
assert
string_literal
datapizza-ai-core/datapizza/tools/tests/test_mcp_client.py
test_init_with_command
TestMCPClientInit
22
null
datapizza-labs/datapizza-ai
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"]
assert
collection
datapizza-ai-core/datapizza/modules/metatagger/tests/test_keyword_metagger.py
test_process_chunks_concurrent
115
null
datapizza-labs/datapizza-ai
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...
str(messages[0]["parts"])
assert
func_call
datapizza-ai-clients/datapizza-ai-clients-google/tests/test_memory_adapter.py
test_google_memory_to_messages_with_system_prompt
26
null
datapizza-labs/datapizza-ai
from pathlib import Path 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 ToolRe...
"rewriter"
assert
string_literal
datapizza-ai-core/datapizza/pipeline/tests/test_graph_pipeline.py
test_graph_pipeline_from_yaml
103
null
zhongyu09/openchatbi
from unittest.mock import MagicMock, patch import pytest import yaml from openchatbi.config_loader import Config, ConfigLoader class TestConfigLoader: def test_load_config_with_bi_config_file(self, temp_dir): """Test loading configuration with BI config file.""" bi_config_data = {"metrics": ["re...
["revenue", "users"]
assert
collection
tests/test_config_loader.py
test_load_config_with_bi_config_file
TestConfigLoader
152
null
zhongyu09/openchatbi
import io from unittest.mock import patch import pytest from openchatbi.utils import log class TestUtilityFunctions: @patch("sys.stderr") def test_log_function_stderr_error(self, mock_stderr): """Test logging when stderr has issues.""" mock_stderr.write.side_effect = OSError("stderr error") ...
OSError, match="stderr error")
pytest.raises
complex_expr
tests/test_utils.py
test_log_function_stderr_error
TestUtilityFunctions
94
null
zhongyu09/openchatbi
import pytest from pydantic import ValidationError from openchatbi.tool.ask_human import AskHuman class TestAskHuman: def test_ask_human_serialization(self): """Test AskHuman model serialization.""" ask_human = AskHuman(question="Which analysis method?", options=["Statistical", "Machine Learning"...
["Statistical", "Machine Learning"]
assert
collection
tests/test_tools_ask_human.py
test_ask_human_serialization
TestAskHuman
43
null
zhongyu09/openchatbi
import pytest from openchatbi.text2sql.visualization import ChartType, VisualizationConfig, VisualizationDSL, VisualizationService class TestVisualizationService: def test_visualization_config_dataclass(self): """Test VisualizationConfig dataclass.""" config = VisualizationConfig( cha...
"value"
assert
string_literal
tests/test_text2sql_visualization.py
test_visualization_config_dataclass
TestVisualizationService
232
null
zhongyu09/openchatbi
from unittest.mock import Mock, patch import pytest from langchain_core.messages import AIMessage, HumanMessage, ToolMessage from langchain_core.tools import StructuredTool from openchatbi.agent_graph import _build_graph_core, agent_llm_call, build_agent_graph_async, build_agent_graph_sync from openchatbi.context_con...
[]
assert
collection
tests/context_management/test_agent_graph_integration.py
test_empty_message_handling
TestContextManagementEdgeCases
275
null
zhongyu09/openchatbi
from unittest.mock import Mock, patch import pytest from openchatbi.catalog.catalog_loader import DataCatalogLoader, load_catalog_from_data_warehouse class TestDataCatalogLoader: def mock_engine(self): """Mock SQLAlchemy engine.""" engine = Mock() return engine def test_catalog_load...
None
assert
none_literal
tests/test_catalog_loader.py
test_catalog_loader_without_include_tables
TestDataCatalogLoader
35
null
zhongyu09/openchatbi
import pytest from openchatbi.text2sql.visualization import ChartType, VisualizationConfig, VisualizationDSL, VisualizationService class TestVisualizationService: def test_generate_visualization_dsl_error_handling(self): """Test DSL generation with error in schema info.""" schema_info = {"error":...
"table"
assert
string_literal
tests/test_text2sql_visualization.py
test_generate_visualization_dsl_error_handling
TestVisualizationService
55
null
zhongyu09/openchatbi
from unittest.mock import Mock, patch import pytest from langchain_core.messages import AIMessage, HumanMessage, SystemMessage, ToolMessage from openchatbi.context_config import ContextConfig from openchatbi.context_manager import ContextManager class TestContextManager: def mock_llm(self): """Mock LLM ...
short_output
assert
variable
tests/context_management/test_context_manager.py
test_trim_short_tool_output
TestContextManager
70
null
zhongyu09/openchatbi
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage from openchatbi.graph_state import AgentState, InputState, OutputState class TestOutputState: def test_output_state_with_multiple_messages(self): """Test OutputState with conversation history.""" messages = [ Hum...
4
assert
numeric_literal
tests/test_graph_state.py
test_output_state_with_multiple_messages
TestOutputState
108
null
zhongyu09/openchatbi
import json from datetime import date from unittest.mock import Mock, patch from langchain_core.messages import AIMessage, HumanMessage from openchatbi.graph_state import SQLGraphState from openchatbi.text2sql.extraction import ( generate_extraction_prompt, information_extraction, information_extraction_c...
prompt
assert
variable
tests/test_text2sql_extraction.py
test_generate_extraction_prompt
TestText2SQLExtraction
27
null
zhongyu09/openchatbi
import plotly.graph_objects as go import pytest from sample_ui.plotly_utils import ( create_empty_chart, create_plotly_chart, visualization_dsl_to_gradio_plot, ) def sample_csv_data(): """Sample CSV data for testing.""" return """product,sales,region,month Widget A,10000,North,Jan Widget B,15000,S...
"table"
assert
string_literal
tests/test_plotly_utils.py
test_create_table_chart
TestPlotlyChartCreation
175
null
zhongyu09/openchatbi
from unittest.mock import Mock, patch import pytest from langchain_core.messages import AIMessage, HumanMessage, ToolMessage from openchatbi.context_config import ContextConfig from openchatbi.context_manager import ContextManager class TestMessageBasedContextManagement: def context_manager(self, test_config): ...
original_count
assert
variable
tests/context_management/test_state_operations.py
test_historical_tool_compression
TestMessageBasedContextManagement
78
null
zhongyu09/openchatbi
from unittest.mock import Mock, patch import pytest from langchain_core.messages import AIMessage, HumanMessage, ToolMessage from openchatbi.context_config import ContextConfig from openchatbi.context_manager import ContextManager class TestContextManagementEdgeCases: def edge_case_config(self): """Conf...
1
assert
numeric_literal
tests/context_management/test_edge_cases.py
test_extremely_long_single_message
TestContextManagementEdgeCases
70
null
zhongyu09/openchatbi
from unittest.mock import patch from openchatbi.tool.run_python_code import run_python_code class TestRunPythonCode: def test_run_python_code_executor_selection(self): """Test that LocalExecutor is properly instantiated and used.""" reasoning = "Testing executor instantiation" code = "pri...
code)
assert_*
variable
tests/test_tools_run_python_code.py
test_run_python_code_executor_selection
TestRunPythonCode
346
null
zhongyu09/openchatbi
import json from datetime import date from unittest.mock import Mock, patch from langchain_core.messages import AIMessage, HumanMessage from openchatbi.graph_state import SQLGraphState from openchatbi.text2sql.extraction import ( generate_extraction_prompt, information_extraction, information_extraction_c...
result
assert
variable
tests/test_text2sql_extraction.py
test_parse_extracted_info_json_valid
TestText2SQLExtraction
50
null
zhongyu09/openchatbi
from unittest.mock import Mock from langchain_core.messages import AIMessage, HumanMessage, ToolMessage from openchatbi.agent_graph import agent_llm_call from openchatbi.graph_state import AgentState from openchatbi.utils import recover_incomplete_tool_calls class TestIncompleteToolCallRecovery: def test_partia...
str(type(operations[0]))
assert
func_call
tests/test_incomplete_tool_calls.py
test_partial_incomplete_tool_calls
TestIncompleteToolCallRecovery
110
null
zhongyu09/openchatbi
import pytest from openchatbi.utils import SimpleStore class TestSimpleStore: def sample_texts(self): """Sample texts for testing.""" return [ "Python is a programming language", "Machine learning is a subset of AI", "Deep learning uses neural networks", ...
2
assert
numeric_literal
tests/test_simple_store.py
test_similarity_search
TestSimpleStore
64
null
zhongyu09/openchatbi
import pytest from openchatbi.text2sql.visualization import ChartType, VisualizationConfig, VisualizationDSL, VisualizationService class TestVisualizationService: def test_generate_visualization_dsl_basic(self): """Test basic DSL generation with schema info.""" schema_info = { "column...
"bar"
assert
string_literal
tests/test_text2sql_visualization.py
test_generate_visualization_dsl_basic
TestVisualizationService
26
null
zhongyu09/openchatbi
from pathlib import Path from unittest.mock import AsyncMock, Mock, patch import pytest from langchain_core.language_models import FakeListChatModel from langchain_openai import ChatOpenAI pysqlite3 = pytest.importorskip("pysqlite3", reason="pysqlite3 not available") from openchatbi.tool.memory import ( Structur...
"Spanish"
assert
string_literal
tests/test_memory.py
test_user_profile_partial_initialization
TestUserProfile
53
null
zhongyu09/openchatbi
import pytest from openchatbi.catalog.catalog_store import CatalogStore from openchatbi.catalog.store.file_system import FileSystemCatalogStore class TestFileSystemCatalogStore: def test_get_tables_from_csv(self, mock_catalog_store): """Test getting tables from CSV file.""" tables = mock_catalog_...
1
assert
numeric_literal
tests/test_catalog_store.py
test_get_tables_from_csv
TestFileSystemCatalogStore
45
null
zhongyu09/openchatbi
from unittest.mock import MagicMock, patch import pytest import yaml from openchatbi.config_loader import Config, ConfigLoader class TestConfigLoader: def test_config_initialization(self): """Test Config model initialization.""" from unittest.mock import MagicMock mock_llm = MagicMock()...
mock_embedding
assert
variable
tests/test_config_loader.py
test_config_initialization
TestConfigLoader
25
null
zhongyu09/openchatbi
import pytest from openchatbi.utils import SimpleStore class TestSimpleStore: def sample_texts(self): """Sample texts for testing.""" return [ "Python is a programming language", "Machine learning is a subset of AI", "Deep learning uses neural networks", ...
3
assert
numeric_literal
tests/test_simple_store.py
test_max_marginal_relevance_search
TestSimpleStore
222
null
zhongyu09/openchatbi
from unittest.mock import Mock from langchain_core.messages import AIMessage, HumanMessage, ToolMessage from openchatbi.agent_graph import agent_llm_call from openchatbi.graph_state import AgentState from openchatbi.utils import recover_incomplete_tool_calls class TestIncompleteToolCallRecovery: def test_partia...
"Search completed"
assert
string_literal
tests/test_incomplete_tool_calls.py
test_partial_incomplete_tool_calls
TestIncompleteToolCallRecovery
122
null
zhongyu09/openchatbi
from openchatbi.context_config import ContextConfig, get_context_config, update_context_config class TestContextConfig: def test_update_context_config_multiple_values(self): """Test updating multiple configuration values.""" updated_config = update_context_config( summary_trigger_token...
15
assert
numeric_literal
tests/context_management/test_context_config.py
test_update_context_config_multiple_values
TestContextConfig
88
null
zhongyu09/openchatbi
from unittest.mock import Mock, patch import pytest from langchain_core.messages import AIMessage from openchatbi.graph_state import SQLGraphState from openchatbi.text2sql.schema_linking import schema_linking class TestText2SQLSchemaLinking: def mock_llm(self): """Mock LLM for testing.""" llm = ...
2
assert
numeric_literal
tests/test_text2sql_schema_linking.py
test_select_table_with_examples
TestText2SQLSchemaLinking
166
null