repo_id stringclasses 409
values | prefix large_stringlengths 34 36.3k | target large_stringlengths 1 498 | assertion_type stringclasses 31
values | difficulty stringclasses 8
values | test_file stringlengths 10 121 | test_function stringlengths 1 104 | test_class stringlengths 0 51 | lineno int32 2 11.3k | commit_idx int32 |
|---|---|---|---|---|---|---|---|---|---|
pimutils/khal | import datetime as dt
import pytest
import pytz
from freezegun import freeze_time
from hypothesis import event, given
from hypothesis.strategies import datetimes
from icalendar import Parameters, vCalAddress, vRecur, vText
from packaging import version
from khal.controllers import human_formatter
from khal.khalendar.... | event2 | assert | variable | tests/event_test.py | test_sort_date_vs_datetime | 624 | null | |
pimutils/khal | import os
from time import sleep
from khal.khalendar import vdir
def test_etag(tmpdir, sleep_time):
fpath = os.path.join(str(tmpdir), 'foo')
file_ = open(fpath, 'w')
file_.write('foo')
file_.close()
old_etag = vdir.get_etag_from_file(fpath)
sleep(sleep_time)
file_ = open(fpath, 'w')
... | new_etag | assert | variable | tests/vdir_test.py | test_etag | 44 | null | |
pimutils/khal | import datetime as dt
from operator import itemgetter
import icalendar
import pytest
from khal.khalendar import backend
from khal.khalendar.exceptions import OutdatedDbVersionError, UpdateFailed
from .utils import BERLIN, LOCALE_BERLIN, _get_text
calname = 'home'
def test_event_rrule_recurrence_id_update_with_excl... | 5 | assert | numeric_literal | tests/backend_test.py | test_event_rrule_recurrence_id_update_with_exclude | 131 | null | |
pimutils/khal | import datetime as dt
from click import style
from freezegun import freeze_time
from khal import utils
def test_last_sgr():
assert utils.find_last_sgr(weekheader) == | (0, 4, '\x1b[1m') | assert | collection | tests/utils_test.py | test_last_sgr | 34 | null | |
pimutils/khal | import datetime as dt
import pytest
import pytz
from freezegun import freeze_time
from hypothesis import event, given
from hypothesis.strategies import datetimes
from icalendar import Parameters, vCalAddress, vRecur, vText
from packaging import version
from khal.controllers import human_formatter
from khal.khalendar.... | False | assert | bool_literal | tests/event_test.py | test_raw_dt | 62 | null | |
pimutils/khal | from khal.terminal import colored, merge_columns
def test_colored():
assert colored('test', 'light cyan') == '\33[1;36mtest\x1b[0m'
assert colored('täst', 'white') == '\33[37mtäst\x1b[0m'
assert colored('täst', 'white', 'dark green') == '\x1b[37m\x1b[42mtäst\x1b[0m'
assert colored('täst', 'light magent... | '\x1b[95m\x1b[42mtäst\x1b[0m' | assert | string_literal | tests/terminal_test.py | test_colored | 9 | null | |
pimutils/khal | import datetime as dt
import icalendar
import pytz
from khal import icalendar as icalendar_helpers
from khal import utils
from .utils import _get_text, _get_vevent_file
BERLIN = pytz.timezone('Europe/Berlin')
BOGOTA = pytz.timezone('America/Bogota')
event_dt = """BEGIN:VCALENDAR
CALSCALE:GREGORIAN
VERSION:2.0
BEGI... | 7 | assert | numeric_literal | tests/khalendar_utils_test.py | test_expand_rrule_notz_until_z | TestExpandNoRR | 469 | null |
pimutils/khal | import datetime as dt
from collections import OrderedDict
import pytest
from freezegun import freeze_time
from khal.exceptions import DateTimeParseError, FatalError
from khal.icalendar import new_vevent
from khal.parse_datetime import (
construct_daynames,
eventinfofstr,
guessdatetimefstr,
guessrangef... | '5d 21h 9m 57s' | assert | string_literal | tests/parse_datetime_test.py | test_multi | TestTimeDelta2Str | 88 | null |
pimutils/khal | import datetime as dt
import icalendar
import pytz
from khal import icalendar as icalendar_helpers
from khal import utils
from .utils import _get_text, _get_vevent_file
BERLIN = pytz.timezone('Europe/Berlin')
BOGOTA = pytz.timezone('America/Bogota')
event_dt = """BEGIN:VCALENDAR
CALSCALE:GREGORIAN
VERSION:2.0
BEGI... | 6 | assert | numeric_literal | tests/khalendar_utils_test.py | test_until_d_notz | TestSpecial | 605 | null |
pimutils/khal | import datetime as dt
import random
import textwrap
import icalendar
from freezegun import freeze_time
from khal.icalendar import new_vevent, split_ics
from .utils import LOCALE_BERLIN, _get_text, _replace_uid, normalize_component
def _get_TZIDs(lines):
"""from a list of strings, get all unique strings that sta... | sorted(part0) | assert | func_call | tests/icalendar_test.py | test_split_ics | 66 | null | |
pimutils/khal | import datetime as dt
import pytz
from packaging import version
from khal.khalendar.event import create_timezone
berlin = pytz.timezone('Europe/Berlin')
bogota = pytz.timezone('America/Bogota')
atime = dt.datetime(2014, 10, 28, 10, 10)
btime = dt.datetime(2016, 10, 28, 10, 10)
def test_berlin():
vberlin_std = ... | vberlin | assert | variable | tests/vtimezone_test.py | test_berlin | 35 | null | |
pimutils/khal | import datetime as dt
import locale
import platform
import unicodedata
import pytest
from khal.calendar_display import (
get_calendar_color,
get_color_list,
getweeknumber,
str_week,
vertical_month,
)
today = dt.date.today()
yesterday = today - dt.timedelta(days=1)
tomorrow = today + dt.timedelta(... | 'light blue' | assert | string_literal | tests/cal_display_test.py | test_get_calendar_color | 62 | null | |
pimutils/khal | import datetime as dt
import random
import textwrap
import icalendar
from freezegun import freeze_time
from khal.icalendar import new_vevent, split_ics
from .utils import LOCALE_BERLIN, _get_text, _replace_uid, normalize_component
def _get_TZIDs(lines):
"""from a list of strings, get all unique strings that sta... | normalize_component(textwrap.dedent(""" BEGIN:VEVENT DTSTART;TZID=Oyrope/Berlin:20140409T093000 END:VEVENT """)) | assert | func_call | tests/icalendar_test.py | test_normalize_component | 19 | null | |
pimutils/khal | import datetime as dt
from textwrap import dedent
import pytest
from freezegun import freeze_time
from khal import exceptions
from khal.controllers import import_ics, khal_list, start_end_from_daterange
from khal.khalendar.vdir import Item
from . import utils
from .utils import _get_text
today = dt.date.today()
yes... | exceptions.FatalError) | pytest.raises | complex_expr | tests/controller_test.py | test_agenda_fail | TestGetAgenda | 73 | null |
pimutils/khal | import datetime as dt
import os.path
import pytest
from tzlocal import get_localzone as _get_localzone
from khal.settings import get_config
from khal.settings.exceptions import CannotParseConfigFileError, InvalidSettingsError
from khal.settings.utils import (
config_checks,
get_all_vdirs,
get_color_from_v... | {vdir[len(path):] for vdir in get_all_vdirs(path + '/**/*/')} | assert | collection | tests/settings_test.py | test_discover | 191 | null | |
pimutils/khal | import datetime as dt
import logging
import os
from textwrap import dedent
from time import sleep
import pytest
from freezegun import freeze_time
import khal.khalendar.exceptions
import khal.utils
from khal import icalendar as icalendar_helpers
from khal.controllers import human_formatter
from khal.khalendar import C... | 1 | assert | numeric_literal | tests/khalendar_test.py | test_event_different_timezones | 432 | null | |
pimutils/khal | import datetime as dt
import icalendar
from khal.ui.editor import RecurrenceEditor, StartEndEditor
from tests.utils import BERLIN, LOCALE_BERLIN
from .canvas_render import CanvasTranslator
CONF = {'locale': LOCALE_BERLIN, 'keybindings': {}, 'view': {'monthdisplay': 'firstday'}}
START = BERLIN.localize(dt.datetime(... | dt.date(2015, 4, 26) | assert | func_call | tests/ui/test_editor.py | test_popup | 39 | null | |
pimutils/khal | import datetime as dt
from click import style
from freezegun import freeze_time
from khal import utils
def test_relative_timedelta_str():
with freeze_time('2016-9-19'):
assert utils.relative_timedelta_str(dt.date(2016, 9, 24)) == '5 days from now'
assert utils.relative_timedelta_str(dt.date(2016... | '~1 week from now' | assert | string_literal | tests/utils_test.py | test_relative_timedelta_str | 13 | null | |
pimutils/khal | import datetime as dt
import icalendar
import pytz
from khal import icalendar as icalendar_helpers
from khal import utils
from .utils import _get_text, _get_vevent_file
BERLIN = pytz.timezone('Europe/Berlin')
BOGOTA = pytz.timezone('America/Bogota')
event_dt = """BEGIN:VCALENDAR
CALSCALE:GREGORIAN
VERSION:2.0
BEGI... | 3 | assert | numeric_literal | tests/khalendar_utils_test.py | test_expand_dtr_exdatez | TestExpandNoRR | 443 | null |
pimutils/khal | import datetime as dt
from freezegun import freeze_time
from khal.ui import DayWalker, DListBox, StaticDayWalker
from tests.utils import LOCALE_BERLIN
from .canvas_render import CanvasTranslator
CONF = {'locale': LOCALE_BERLIN, 'keybindings': {},
'view': {'monthdisplay': 'firstday'},
'default': {'ti... | """\x1b[34mToday (Wednesday, 07.06.2017)\x1b[0m \x1b[32mTomorrow (Thursday, 08.06.2017)\x1b[0m \x1b[32mFriday, 09.06.2017 (2 days from now)\x1b[0m \x1b[32mSaturday, 10.06.2017 (3 days from now)\x1b[0m \x1b[32mSunday, 11.06.2017 (4 days from now)\x1b[0m \x1b[32mMonday, 12.06.2017 (5 days from now)\x1b[0m """ | assert | string_literal | tests/ui/test_walker.py | test_daywalker | 36 | null | |
pimutils/khal | import datetime as dt
import os.path
import pytest
from tzlocal import get_localzone as _get_localzone
from khal.settings import get_config
from khal.settings.exceptions import CannotParseConfigFileError, InvalidSettingsError
from khal.settings.utils import (
config_checks,
get_all_vdirs,
get_color_from_v... | VdtValueError) | pytest.raises | variable | tests/settings_test.py | test_is_color | 312 | null | |
pimutils/khal | import datetime as dt
import locale
import platform
import unicodedata
import pytest
from khal.calendar_display import (
get_calendar_color,
get_color_list,
getweeknumber,
str_week,
vertical_month,
)
today = dt.date.today()
yesterday = today - dt.timedelta(days=1)
tomorrow = today + dt.timedelta(... | example_de_netbsd | assert | variable | tests/cal_display_test.py | test_vertical_month_unicode | 355 | null | |
pimutils/khal | import datetime as dt
from collections import OrderedDict
import pytest
from freezegun import freeze_time
from khal.exceptions import DateTimeParseError, FatalError
from khal.icalendar import new_vevent
from khal.parse_datetime import (
construct_daynames,
eventinfofstr,
guessdatetimefstr,
guessrangef... | vevent_expected | assert | variable | tests/parse_datetime_test.py | test_construct_event_format_de | 423 | null | |
jamwithai/production-agentic-rag-course | import pytest
from pydantic import ValidationError
from src.schemas.api.search import SearchHit, SearchRequest, SearchResponse
def test_search_request_defaults():
"""Test SearchRequest with default values."""
request = SearchRequest(query="test query")
assert request.query == | "test query" | assert | string_literal | tests/unit/schemas/test_search.py | test_search_request_defaults | 21 | null | |
jamwithai/production-agentic-rag-course | import pytest
from pydantic import ValidationError
from src.services.agents.models import (
GuardrailScoring,
GradeDocuments,
SourceItem,
ToolArtefact,
RoutingDecision,
GradingResult,
ReasoningStep,
)
class TestGradingResult:
def test_valid_grading_result(self):
"""Test creati... | 0.87 | assert | numeric_literal | tests/unit/services/agents/test_models.py | test_valid_grading_result | TestGradingResult | 177 | null |
jamwithai/production-agentic-rag-course | import pytest
async def test_search_endpoint_with_latest_papers(client):
response = await client.post(
"/api/v1/hybrid-search/", json={"query": "machine learning", "size": 3, "latest_papers": True, "use_hybrid": False}
)
assert response.status_code == 200
data = response.json()
assert da... | "machine learning" | assert | string_literal | tests/api/routers/test_hybrid_search.py | test_search_endpoint_with_latest_papers | 29 | null | |
jamwithai/production-agentic-rag-course | import pytest
from pydantic import ValidationError
from src.services.agents.models import (
GuardrailScoring,
GradeDocuments,
SourceItem,
ToolArtefact,
RoutingDecision,
GradingResult,
ReasoningStep,
)
class TestGradeDocuments:
def test_default_reasoning(self):
"""Test default ... | "" | assert | string_literal | tests/unit/services/agents/test_models.py | test_default_reasoning | TestGradeDocuments | 60 | null |
jamwithai/production-agentic-rag-course | import pytest
from pydantic import ValidationError
from src.services.agents.models import (
GuardrailScoring,
GradeDocuments,
SourceItem,
ToolArtefact,
RoutingDecision,
GradingResult,
ReasoningStep,
)
class TestSourceItem:
def test_valid_source_item(self):
"""Test creating val... | 0.95 | assert | numeric_literal | tests/unit/services/agents/test_models.py | test_valid_source_item | TestSourceItem | 84 | null |
jamwithai/production-agentic-rag-course | import pytest
async def test_search_endpoint_pagination(client):
response = await client.post("/api/v1/hybrid-search/", json={"query": "artificial intelligence", "size": 5, "from": 10})
assert response.status_code == 200
data = response.json()
assert data["query"] == | "artificial intelligence" | assert | string_literal | tests/api/routers/test_hybrid_search.py | test_search_endpoint_pagination | 61 | null | |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import MagicMock, mock_open, patch
import pytest
from src.exceptions import PDFParsingException, PDFValidationError
from src.schemas.pdf_parser.models import PaperSection, ParserType, PdfContent
from src.services.pdf_parser.docling import DoclingParser
from src.services.pdf_... | str(exc_info.value) | assert | func_call | tests/unit/services/test_pdf_parser.py | test_validate_pdf_empty_file | TestDoclingParser | 57 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import MagicMock, mock_open, patch
import pytest
from src.exceptions import PDFParsingException, PDFValidationError
from src.schemas.pdf_parser.models import PaperSection, ParserType, PdfContent
from src.services.pdf_parser.docling import DoclingParser
from src.services.pdf_... | False | assert | bool_literal | tests/unit/services/test_pdf_parser.py | test_docling_parser_initialization | TestDoclingParser | 45 | null |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock
from langchain_core.documents import Document
from src.services.agents.tools import create_retriever_tool
@pytest.mark.asyncio
async def test_create_retriever_tool_basic(mock_opensearch_client, mock_jina_embeddings_client):
"""Test basic retriever tool creation an... | "1706.03762" | assert | string_literal | tests/unit/services/agents/test_tools.py | test_create_retriever_tool_basic | 33 | null | |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock, Mock
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
from src.services.agents.agentic_rag import AgenticRAGService
from src.services.agents.config import GraphConfig
from src.services.agents.models import GuardrailScoring
class TestAgenticRAG... | "llama3.2:1b" | assert | string_literal | tests/unit/services/agents/test_agentic_rag.py | test_graph_config_values | TestAgenticRAGServiceInitialization | 45 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, mock_open, patch
import httpx
import pytest
from src.exceptions import ArxivAPIException, ArxivAPITimeoutError, ArxivParseError, PDFDownloadException, PDFDownloadTimeoutError
from src.schemas.arxiv.paper import ArxivPaper
from src.services.arxiv.... | ["cs.AI"] | assert | collection | tests/unit/services/test_arxiv_client.py | test_fetch_papers_success | TestArxivClient | 72 | null |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock, Mock
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
from langgraph.runtime import Runtime
from src.services.agents.nodes import (
ainvoke_retrieve_step,
ainvoke_grade_documents_step,
ainvoke_rewrite_query_step,
ainvoke_generat... | "continue" | assert | string_literal | tests/unit/services/agents/test_nodes.py | test_continue_after_guardrail_pass | TestGuardrailNode | 36 | null |
jamwithai/production-agentic-rag-course | import pytest
async def test_search_endpoint_basic(client):
response = await client.post("/api/v1/hybrid-search/", json={"query": "neural networks", "size": 5})
assert response.status_code == 200
data = response.json()
assert "query" in | data | assert | variable | tests/api/routers/test_hybrid_search.py | test_search_endpoint_basic | 10 | null | |
jamwithai/production-agentic-rag-course | import pytest
from pydantic import ValidationError
from src.services.agents.models import (
GuardrailScoring,
GradeDocuments,
SourceItem,
ToolArtefact,
RoutingDecision,
GradingResult,
ReasoningStep,
)
class TestRoutingDecision:
def test_valid_routing_decisions(self):
"""Test a... | route | assert | variable | tests/unit/services/agents/test_models.py | test_valid_routing_decisions | TestRoutingDecision | 150 | null |
jamwithai/production-agentic-rag-course | import pytest
async def test_ask_endpoint_validation_errors(client):
response = await client.post("/api/v1/ask", json={"query": "", "model": "llama3.2:3b"})
assert response.status_code == | 422 | assert | numeric_literal | tests/api/routers/test_ask.py | test_ask_endpoint_validation_errors | 45 | null | |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, mock_open, patch
import httpx
import pytest
from src.exceptions import ArxivAPIException, ArxivAPITimeoutError, ArxivParseError, PDFDownloadException, PDFDownloadTimeoutError
from src.schemas.arxiv.paper import ArxivPaper
from src.services.arxiv.... | ArxivAPIException) | pytest.raises | variable | tests/unit/services/test_arxiv_client.py | test_fetch_papers_http_error | TestArxivClient | 114 | null |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock, Mock
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
from src.services.agents.agentic_rag import AgenticRAGService
from src.services.agents.config import GraphConfig
from src.services.agents.models import GuardrailScoring
class TestAgenticRAG... | 2 | assert | numeric_literal | tests/unit/services/agents/test_agentic_rag.py | test_graph_config_values | TestAgenticRAGServiceInitialization | 48 | null |
jamwithai/production-agentic-rag-course | import asyncio
import time
from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, patch
import pytest
from src.exceptions import MetadataFetchingException, PipelineException
from src.schemas.arxiv.paper import ArxivPaper
from src.schemas.pdf_parser.models import ParserType, PdfContent
from src.servic... | 0 | assert | numeric_literal | tests/unit/services/test_metadata_fetcher.py | test_empty_papers_list | TestMetadataFetcher | 87 | null |
jamwithai/production-agentic-rag-course | import pytest
from fastapi.testclient import TestClient
from unittest.mock import AsyncMock, Mock
from src.main import app
from src.services.agents.agentic_rag import AgenticRAGService
from src import dependencies
def mock_agentic_rag_service():
"""Mock AgenticRAGService for API testing."""
service = Mock(spe... | 4 | assert | numeric_literal | tests/api/routers/test_agentic_ask.py | test_ask_agentic_reasoning_steps | TestAgenticAskEndpoint | 166 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import MagicMock, mock_open, patch
import pytest
from src.exceptions import PDFParsingException, PDFValidationError
from src.schemas.pdf_parser.models import PaperSection, ParserType, PdfContent
from src.services.pdf_parser.docling import DoclingParser
from src.services.pdf_... | valid_pdf_path) | assert_* | variable | tests/unit/services/test_pdf_parser.py | test_parse_pdf_success | TestPDFParserService | 120 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, mock_open, patch
import httpx
import pytest
from src.exceptions import ArxivAPIException, ArxivAPITimeoutError, ArxivParseError, PDFDownloadException, PDFDownloadTimeoutError
from src.schemas.arxiv.paper import ArxivPaper
from src.services.arxiv.... | 15 | assert | numeric_literal | tests/unit/services/test_arxiv_client.py | test_factory_creates_client | TestArxivClient | 53 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, mock_open, patch
import httpx
import pytest
from src.exceptions import ArxivAPIException, ArxivAPITimeoutError, ArxivParseError, PDFDownloadException, PDFDownloadTimeoutError
from src.schemas.arxiv.paper import ArxivPaper
from src.services.arxiv.... | ArxivParseError) | pytest.raises | variable | tests/unit/services/test_arxiv_client.py | test_parse_response_invalid_xml | TestArxivClient | 157 | null |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock, Mock
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
from src.services.agents.agentic_rag import AgenticRAGService
from src.services.agents.config import GraphConfig
from src.services.agents.models import GuardrailScoring
class TestAgenticRAG... | None | assert | none_literal | tests/unit/services/agents/test_agentic_rag.py | test_service_initialization | TestAgenticRAGServiceInitialization | 37 | null |
jamwithai/production-agentic-rag-course | import pytest
from src.services.opensearch.query_builder import QueryBuilder
def test_query_builder_basic_query():
builder = QueryBuilder(query="machine learning", size=5)
query = builder.build()
assert query["size"] == | 5 | assert | numeric_literal | tests/unit/services/test_opensearch_query_builder.py | test_query_builder_basic_query | 10 | null | |
jamwithai/production-agentic-rag-course | import os
import pytest
from src.config import Settings
def test_settings_postgres_defaults():
"""Test PostgreSQL default configuration."""
settings = Settings()
assert "postgresql://" in settings.postgres_database_url
assert settings.postgres_echo_sql is False
assert settings.postgres_pool_size ... | 0 | assert | numeric_literal | tests/unit/test_config.py | test_settings_postgres_defaults | 24 | null | |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, mock_open, patch
import httpx
import pytest
from src.exceptions import ArxivAPIException, ArxivAPITimeoutError, ArxivParseError, PDFDownloadException, PDFDownloadTimeoutError
from src.schemas.arxiv.paper import ArxivPaper
from src.services.arxiv.... | 0.1 | assert | numeric_literal | tests/unit/services/test_arxiv_client.py | test_rate_limiting | TestArxivClient | 190 | null |
jamwithai/production-agentic-rag-course | import os
import pytest
from src.config import Settings
def test_settings_initialization():
"""Test settings can be initialized."""
settings = Settings()
assert settings.app_version == "0.1.0"
assert settings.debug is True
assert settings.environment == | "development" | assert | string_literal | tests/unit/test_config.py | test_settings_initialization | 13 | null | |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock, Mock
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
from langgraph.runtime import Runtime
from src.services.agents.nodes import (
ainvoke_retrieve_step,
ainvoke_grade_documents_step,
ainvoke_rewrite_query_step,
ainvoke_generat... | "Second query" | assert | string_literal | tests/unit/services/agents/test_nodes.py | test_get_latest_query_with_multiple_human_messages | TestNodeUtils | 237 | null |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock, Mock
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
from src.services.agents.agentic_rag import AgenticRAGService
from src.services.agents.config import GraphConfig
from src.services.agents.models import GuardrailScoring
class TestAgenticRAG... | 3 | assert | numeric_literal | tests/unit/services/agents/test_agentic_rag.py | test_graph_config_values | TestAgenticRAGServiceInitialization | 46 | null |
jamwithai/production-agentic-rag-course | import pytest
from pydantic import ValidationError
from src.schemas.api.search import SearchHit, SearchRequest, SearchResponse
def test_search_request_validation_errors():
"""Test SearchRequest validation errors."""
# Empty query should fail
with pytest.raises( | ValidationError) | pytest.raises | variable | tests/unit/schemas/test_search.py | test_search_request_validation_errors | 32 | null | |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, mock_open, patch
import httpx
import pytest
from src.exceptions import ArxivAPIException, ArxivAPITimeoutError, ArxivParseError, PDFDownloadException, PDFDownloadTimeoutError
from src.schemas.arxiv.paper import ArxivPaper
from src.services.arxiv.... | str(exc_info.value) | assert | func_call | tests/unit/services/test_arxiv_client.py | test_parse_response_invalid_xml | TestArxivClient | 160 | null |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock
from langchain_core.documents import Document
from src.services.agents.tools import create_retriever_tool
@pytest.mark.asyncio
async def test_create_retriever_tool_basic(mock_opensearch_client, mock_jina_embeddings_client):
"""Test basic retriever tool creation an... | 0.95 | assert | numeric_literal | tests/unit/services/agents/test_tools.py | test_create_retriever_tool_basic | 35 | null | |
jamwithai/production-agentic-rag-course | import pytest
from pydantic import ValidationError
from src.services.agents.models import (
GuardrailScoring,
GradeDocuments,
SourceItem,
ToolArtefact,
RoutingDecision,
GradingResult,
ReasoningStep,
)
class TestSourceItem:
def test_default_values(self):
"""Test default field v... | [] | assert | collection | tests/unit/services/agents/test_models.py | test_default_values | TestSourceItem | 93 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, mock_open, patch
import httpx
import pytest
from src.exceptions import ArxivAPIException, ArxivAPITimeoutError, ArxivParseError, PDFDownloadException, PDFDownloadTimeoutError
from src.schemas.arxiv.paper import ArxivPaper
from src.services.arxiv.... | "Test Paper Title" | assert | string_literal | tests/unit/services/test_arxiv_client.py | test_fetch_papers_success | TestArxivClient | 69 | null |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock, Mock
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
from langgraph.runtime import Runtime
from src.services.agents.nodes import (
ainvoke_retrieve_step,
ainvoke_grade_documents_step,
ainvoke_rewrite_query_step,
ainvoke_generat... | 0 | assert | numeric_literal | tests/unit/services/agents/test_nodes.py | test_retrieve_creates_tool_call | TestRetrieveNode | 72 | null |
jamwithai/production-agentic-rag-course | import pytest
from pydantic import ValidationError
from src.services.agents.models import (
GuardrailScoring,
GradeDocuments,
SourceItem,
ToolArtefact,
RoutingDecision,
GradingResult,
ReasoningStep,
)
class TestToolArtefact:
def test_default_metadata(self):
"""Test default emp... | {} | assert | collection | tests/unit/services/agents/test_models.py | test_default_metadata | TestToolArtefact | 138 | null |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock, Mock
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
from src.services.agents.agentic_rag import AgenticRAGService
from src.services.agents.config import GraphConfig
from src.services.agents.models import GuardrailScoring
class TestAgenticRAG... | 0 | assert | numeric_literal | tests/unit/services/agents/test_agentic_rag.py | test_get_graph_mermaid | TestAgenticRAGGraphVisualization | 101 | null |
jamwithai/production-agentic-rag-course | import os
import pytest
from src.config import Settings
def test_settings_initialization():
"""Test settings can be initialized."""
settings = Settings()
assert settings.app_version == "0.1.0"
assert settings.debug is | True | assert | bool_literal | tests/unit/test_config.py | test_settings_initialization | 12 | null | |
jamwithai/production-agentic-rag-course | from unittest.mock import MagicMock, patch
from src.config import TelegramSettings
from src.services.telegram.bot import TelegramBot
from src.services.telegram.factory import make_telegram_service
class TestTelegramSettings:
def test_custom_settings(self):
"""Test custom settings."""
settings = T... | True | assert | bool_literal | tests/unit/services/test_telegram.py | test_custom_settings | TestTelegramSettings | 39 | null |
jamwithai/production-agentic-rag-course | import pytest
from fastapi.testclient import TestClient
from unittest.mock import AsyncMock, Mock
from src.main import app
from src.services.agents.agentic_rag import AgenticRAGService
from src import dependencies
def mock_agentic_rag_service():
"""Mock AgenticRAGService for API testing."""
service = Mock(spe... | data | assert | variable | tests/api/routers/test_agentic_ask.py | test_ask_agentic_success | TestAgenticAskEndpoint | 63 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, mock_open, patch
import httpx
import pytest
from src.exceptions import ArxivAPIException, ArxivAPITimeoutError, ArxivParseError, PDFDownloadException, PDFDownloadTimeoutError
from src.schemas.arxiv.paper import ArxivPaper
from src.services.arxiv.... | call_args | assert | variable | tests/unit/services/test_arxiv_client.py | test_fetch_papers_with_date_filters | TestArxivClient | 89 | null |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock, Mock
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
from src.services.agents.agentic_rag import AgenticRAGService
from src.services.agents.config import GraphConfig
from src.services.agents.models import GuardrailScoring
class TestAgenticRAG... | Exception, match="Graph execution failed") | pytest.raises | complex_expr | tests/unit/services/agents/test_agentic_rag.py | test_ask_with_graph_execution_error | TestAgenticRAGErrorHandling | 114 | null |
jamwithai/production-agentic-rag-course | import pytest
async def test_ask_endpoint_with_hybrid_search(client):
response = await client.post(
"/api/v1/ask", json={"query": "neural networks", "model": "llama3.2:3b", "use_hybrid": True, "top_k": 5}
)
assert response.status_code in [200, 500, 503]
if response.status_code == 200:
... | "neural networks" | assert | string_literal | tests/api/routers/test_ask.py | test_ask_endpoint_with_hybrid_search | 32 | null | |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock, Mock
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
from langgraph.runtime import Runtime
from src.services.agents.nodes import (
ainvoke_retrieve_step,
ainvoke_grade_documents_step,
ainvoke_rewrite_query_step,
ainvoke_generat... | 1 | assert | numeric_literal | tests/unit/services/agents/test_nodes.py | test_retrieve_creates_tool_call | TestRetrieveNode | 69 | null |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock, Mock
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
from langgraph.runtime import Runtime
from src.services.agents.nodes import (
ainvoke_retrieve_step,
ainvoke_grade_documents_step,
ainvoke_rewrite_query_step,
ainvoke_generat... | "" | assert | string_literal | tests/unit/services/agents/test_nodes.py | test_get_latest_context_no_tool_messages | TestNodeUtils | 252 | null |
jamwithai/production-agentic-rag-course | import pytest
async def test_ask_endpoint_basic(client):
response = await client.post("/api/v1/ask", json={"query": "What is machine learning?", "model": "llama3.2:3b"})
assert response.status_code in [200, 500, 503]
if response.status_code == 200:
data = response.json()
assert "query" ... | data | assert | variable | tests/api/routers/test_ask.py | test_ask_endpoint_basic | 12 | null | |
jamwithai/production-agentic-rag-course | import os
import pytest
from src.config import Settings
def test_settings_postgres_defaults():
"""Test PostgreSQL default configuration."""
settings = Settings()
assert "postgresql://" in settings.postgres_database_url
assert settings.postgres_echo_sql is | False | assert | bool_literal | tests/unit/test_config.py | test_settings_postgres_defaults | 22 | null | |
jamwithai/production-agentic-rag-course | import pytest
async def test_health_check(client):
response = await client.get("/api/v1/health")
assert response.status_code == | 200 | assert | numeric_literal | tests/api/routers/test_ping.py | test_health_check | 6 | null | |
jamwithai/production-agentic-rag-course | import pytest
async def test_stream_endpoint_basic(client):
response = await client.post("/api/v1/stream", json={"query": "What is deep learning?", "model": "llama3.2:3b"})
assert response.status_code in [200, 500, 503]
if response.status_code == 200:
assert "text/plain" in | response.headers.get("content-type", "") | assert | func_call | tests/api/routers/test_ask.py | test_stream_endpoint_basic | 60 | null | |
jamwithai/production-agentic-rag-course | import pytest
from src.services.opensearch.query_builder import QueryBuilder
def test_query_builder_latest_papers_sorting():
builder = QueryBuilder(query="neural networks", latest_papers=True)
query = builder.build()
assert "sort" in query
sort_config = query["sort"]
assert len(sort_config) == | 2 | assert | numeric_literal | tests/unit/services/test_opensearch_query_builder.py | test_query_builder_latest_papers_sorting | 44 | null | |
jamwithai/production-agentic-rag-course | from unittest.mock import MagicMock, patch
from src.config import TelegramSettings
from src.services.telegram.bot import TelegramBot
from src.services.telegram.factory import make_telegram_service
class TestTelegramSettings:
def test_default_settings(self):
"""Test default settings."""
# Explicit... | False | assert | bool_literal | tests/unit/services/test_telegram.py | test_default_settings | TestTelegramSettings | 33 | null |
jamwithai/production-agentic-rag-course | import pytest
from src.services.opensearch.query_builder import QueryBuilder
def test_query_builder_basic_query():
builder = QueryBuilder(query="machine learning", size=5)
query = builder.build()
assert query["size"] == 5
assert query["from"] == 0
assert query["track_total_hits"] is True
boo... | 1 | assert | numeric_literal | tests/unit/services/test_opensearch_query_builder.py | test_query_builder_basic_query | 15 | null | |
jamwithai/production-agentic-rag-course | from unittest.mock import MagicMock, patch
from src.config import TelegramSettings
from src.services.telegram.bot import TelegramBot
from src.services.telegram.factory import make_telegram_service
class TestTelegramBot:
def test_bot_creation(self):
"""Test creating bot instance."""
bot = Telegram... | None | assert | none_literal | tests/unit/services/test_telegram.py | test_bot_creation | TestTelegramBot | 21 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import MagicMock, mock_open, patch
import pytest
from src.exceptions import PDFParsingException, PDFValidationError
from src.schemas.pdf_parser.models import PaperSection, ParserType, PdfContent
from src.services.pdf_parser.docling import DoclingParser
from src.services.pdf_... | PDFParsingException) | pytest.raises | variable | tests/unit/services/test_pdf_parser.py | test_parse_pdf_no_result | TestPDFParserService | 128 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, mock_open, patch
import httpx
import pytest
from src.exceptions import ArxivAPIException, ArxivAPITimeoutError, ArxivParseError, PDFDownloadException, PDFDownloadTimeoutError
from src.schemas.arxiv.paper import ArxivPaper
from src.services.arxiv.... | None | assert | none_literal | tests/unit/services/test_arxiv_client.py | test_rate_limiting | TestArxivClient | 191 | null |
jamwithai/production-agentic-rag-course | import pytest
from pydantic import ValidationError
from src.schemas.api.search import SearchHit, SearchRequest, SearchResponse
def test_search_request_valid():
"""Test valid SearchRequest creation."""
request = SearchRequest(query="neural networks", size=10, latest_papers=True, categories=["cs.AI", "cs.LG"])
... | 10 | assert | numeric_literal | tests/unit/schemas/test_search.py | test_search_request_valid | 11 | null | |
jamwithai/production-agentic-rag-course | import pytest
from fastapi.testclient import TestClient
from unittest.mock import AsyncMock, Mock
from src.main import app
from src.services.agents.agentic_rag import AgenticRAGService
from src import dependencies
def mock_agentic_rag_service():
"""Mock AgenticRAGService for API testing."""
service = Mock(spe... | 500 | assert | numeric_literal | tests/api/routers/test_agentic_ask.py | test_ask_agentic_service_error | TestAgenticAskEndpoint | 118 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import MagicMock, mock_open, patch
import pytest
from src.exceptions import PDFParsingException, PDFValidationError
from src.schemas.pdf_parser.models import PaperSection, ParserType, PdfContent
from src.services.pdf_parser.docling import DoclingParser
from src.services.pdf_... | 20 | assert | numeric_literal | tests/unit/services/test_pdf_parser.py | test_docling_parser_initialization | TestDoclingParser | 43 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import MagicMock, mock_open, patch
import pytest
from src.exceptions import PDFParsingException, PDFValidationError
from src.schemas.pdf_parser.models import PaperSection, ParserType, PdfContent
from src.services.pdf_parser.docling import DoclingParser
from src.services.pdf_... | mock_content | assert | variable | tests/unit/services/test_pdf_parser.py | test_parse_pdf_success | TestPDFParserService | 119 | null |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock
from langchain_core.documents import Document
from src.services.agents.tools import create_retriever_tool
@pytest.mark.asyncio
async def test_create_retriever_tool_basic(mock_opensearch_client, mock_jina_embeddings_client):
"""Test basic retriever tool creation an... | True | assert | bool_literal | tests/unit/services/agents/test_tools.py | test_create_retriever_tool_basic | 45 | null | |
jamwithai/production-agentic-rag-course | import pytest
from src.services.opensearch.query_builder import QueryBuilder
def test_query_builder_source_fields():
builder = QueryBuilder(query="test query")
query = builder.build()
source_fields = query["_source"]
expected_fields = ["arxiv_id", "title", "authors", "abstract", "categories", "publis... | source_fields | assert | variable | tests/unit/services/test_opensearch_query_builder.py | test_query_builder_source_fields | 94 | null | |
jamwithai/production-agentic-rag-course | import pytest
from src.services.opensearch.query_builder import QueryBuilder
def test_query_builder_basic_query():
builder = QueryBuilder(query="machine learning", size=5)
query = builder.build()
assert query["size"] == 5
assert query["from"] == 0
assert query["track_total_hits"] is | True | assert | bool_literal | tests/unit/services/test_opensearch_query_builder.py | test_query_builder_basic_query | 12 | null | |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock
from langchain_core.documents import Document
from src.services.agents.tools import create_retriever_tool
@pytest.mark.asyncio
async def test_retriever_tool_empty_results(mock_opensearch_client, mock_jina_embeddings_client):
"""Test retriever tool with no results.... | 0 | assert | numeric_literal | tests/unit/services/agents/test_tools.py | test_retriever_tool_empty_results | 62 | null | |
jamwithai/production-agentic-rag-course | import pytest
async def test_health_check(client):
response = await client.get("/api/v1/health")
assert response.status_code == 200
data = response.json()
assert "status" in | data | assert | variable | tests/api/routers/test_ping.py | test_health_check | 8 | null | |
jamwithai/production-agentic-rag-course | from unittest.mock import MagicMock, patch
from src.config import TelegramSettings
from src.services.telegram.bot import TelegramBot
from src.services.telegram.factory import make_telegram_service
class TestTelegramBot:
def test_bot_creation(self):
"""Test creating bot instance."""
bot = Telegram... | "test_token" | assert | string_literal | tests/unit/services/test_telegram.py | test_bot_creation | TestTelegramBot | 20 | null |
jamwithai/production-agentic-rag-course | import pytest
from pydantic import ValidationError
from src.services.agents.models import (
GuardrailScoring,
GradeDocuments,
SourceItem,
ToolArtefact,
RoutingDecision,
GradingResult,
ReasoningStep,
)
class TestGradeDocuments:
def test_valid_yes_grade(self):
"""Test creating v... | "yes" | assert | string_literal | tests/unit/services/agents/test_models.py | test_valid_yes_grade | TestGradeDocuments | 48 | null |
jamwithai/production-agentic-rag-course | import pytest
from fastapi.testclient import TestClient
from unittest.mock import AsyncMock, Mock
from src.main import app
from src.services.agents.agentic_rag import AgenticRAGService
from src import dependencies
def mock_agentic_rag_service():
"""Mock AgenticRAGService for API testing."""
service = Mock(spe... | 200 | assert | numeric_literal | tests/api/routers/test_agentic_ask.py | test_ask_agentic_success | TestAgenticAskEndpoint | 59 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import MagicMock, mock_open, patch
import pytest
from src.exceptions import PDFParsingException, PDFValidationError
from src.schemas.pdf_parser.models import PaperSection, ParserType, PdfContent
from src.services.pdf_parser.docling import DoclingParser
from src.services.pdf_... | service2 | assert | variable | tests/unit/services/test_pdf_parser.py | test_factory_caching | TestPDFParserService | 155 | null |
jamwithai/production-agentic-rag-course | import pytest
from fastapi.testclient import TestClient
from unittest.mock import AsyncMock, Mock
from src.main import app
from src.services.agents.agentic_rag import AgenticRAGService
from src import dependencies
def mock_agentic_rag_service():
"""Mock AgenticRAGService for API testing."""
service = Mock(spe... | 0 | assert | numeric_literal | tests/api/routers/test_agentic_ask.py | test_ask_agentic_success | TestAgenticAskEndpoint | 74 | null |
jamwithai/production-agentic-rag-course | import pytest
from pydantic import ValidationError
from src.services.agents.models import (
GuardrailScoring,
GradeDocuments,
SourceItem,
ToolArtefact,
RoutingDecision,
GradingResult,
ReasoningStep,
)
class TestToolArtefact:
def test_valid_tool_artefact(self):
"""Test creating... | 3 | assert | numeric_literal | tests/unit/services/agents/test_models.py | test_valid_tool_artefact | TestToolArtefact | 129 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, mock_open, patch
import httpx
import pytest
from src.exceptions import ArxivAPIException, ArxivAPITimeoutError, ArxivParseError, PDFDownloadException, PDFDownloadTimeoutError
from src.schemas.arxiv.paper import ArxivPaper
from src.services.arxiv.... | ["Test Author"] | assert | collection | tests/unit/services/test_arxiv_client.py | test_fetch_papers_success | TestArxivClient | 71 | null |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock, Mock
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
from langgraph.runtime import Runtime
from src.services.agents.nodes import (
ainvoke_retrieve_step,
ainvoke_grade_documents_step,
ainvoke_rewrite_query_step,
ainvoke_generat... | "out_of_scope" | assert | string_literal | tests/unit/services/agents/test_nodes.py | test_continue_after_guardrail_fail | TestGuardrailNode | 50 | null |
jamwithai/production-agentic-rag-course | import pytest
async def test_ask_endpoint_with_hybrid_search(client):
response = await client.post(
"/api/v1/ask", json={"query": "neural networks", "model": "llama3.2:3b", "use_hybrid": True, "top_k": 5}
)
assert response.status_code in | [200, 500, 503] | assert | collection | tests/api/routers/test_ask.py | test_ask_endpoint_with_hybrid_search | 28 | null | |
jamwithai/production-agentic-rag-course | import pytest
from pydantic import ValidationError
from src.schemas.api.search import SearchHit, SearchRequest, SearchResponse
def test_search_hit_creation():
"""Test SearchHit creation."""
hit = SearchHit(
arxiv_id="2024.12345v1",
title="Test Paper",
authors="John Doe, Jane Smith",
... | "2024.12345v1" | assert | string_literal | tests/unit/schemas/test_search.py | test_search_hit_creation | 64 | null | |
jamwithai/production-agentic-rag-course | import os
import pytest
from src.config import Settings
def test_settings_postgres_defaults():
"""Test PostgreSQL default configuration."""
settings = Settings()
assert "postgresql://" in | settings.postgres_database_url | assert | complex_expr | tests/unit/test_config.py | test_settings_postgres_defaults | 21 | null | |
jamwithai/production-agentic-rag-course | import pytest
from unittest.mock import AsyncMock, Mock
from langchain_core.messages import AIMessage, HumanMessage, ToolMessage
from langgraph.runtime import Runtime
from src.services.agents.nodes import (
ainvoke_retrieve_step,
ainvoke_grade_documents_step,
ainvoke_rewrite_query_step,
ainvoke_generat... | result | assert | variable | tests/unit/services/agents/test_nodes.py | test_retrieve_creates_tool_call | TestRetrieveNode | 68 | null |
jamwithai/production-agentic-rag-course | from pathlib import Path
from unittest.mock import AsyncMock, MagicMock, mock_open, patch
import httpx
import pytest
from src.exceptions import ArxivAPIException, ArxivAPITimeoutError, ArxivParseError, PDFDownloadException, PDFDownloadTimeoutError
from src.schemas.arxiv.paper import ArxivPaper
from src.services.arxiv.... | "cs.AI" | assert | string_literal | tests/unit/services/test_arxiv_client.py | test_factory_creates_client | TestArxivClient | 52 | null |
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