mirror of
https://github.com/hwchase17/langchain.git
synced 2025-05-29 19:18:53 +00:00
a0c2281540
```python
"""python scripts/update_mypy_ruff.py"""
import glob
import tomllib
from pathlib import Path
import toml
import subprocess
import re
ROOT_DIR = Path(__file__).parents[1]
def main():
for path in glob.glob(str(ROOT_DIR / "libs/**/pyproject.toml"), recursive=True):
print(path)
with open(path, "rb") as f:
pyproject = tomllib.load(f)
try:
pyproject["tool"]["poetry"]["group"]["typing"]["dependencies"]["mypy"] = (
"^1.10"
)
pyproject["tool"]["poetry"]["group"]["lint"]["dependencies"]["ruff"] = (
"^0.5"
)
except KeyError:
continue
with open(path, "w") as f:
toml.dump(pyproject, f)
cwd = "/".join(path.split("/")[:-1])
completed = subprocess.run(
"poetry lock --no-update; poetry install --with typing; poetry run mypy . --no-color",
cwd=cwd,
shell=True,
capture_output=True,
text=True,
)
logs = completed.stdout.split("\n")
to_ignore = {}
for l in logs:
if re.match("^(.*)\:(\d+)\: error:.*\[(.*)\]", l):
path, line_no, error_type = re.match(
"^(.*)\:(\d+)\: error:.*\[(.*)\]", l
).groups()
if (path, line_no) in to_ignore:
to_ignore[(path, line_no)].append(error_type)
else:
to_ignore[(path, line_no)] = [error_type]
print(len(to_ignore))
for (error_path, line_no), error_types in to_ignore.items():
all_errors = ", ".join(error_types)
full_path = f"{cwd}/{error_path}"
try:
with open(full_path, "r") as f:
file_lines = f.readlines()
except FileNotFoundError:
continue
file_lines[int(line_no) - 1] = (
file_lines[int(line_no) - 1][:-1] + f" # type: ignore[{all_errors}]\n"
)
with open(full_path, "w") as f:
f.write("".join(file_lines))
subprocess.run(
"poetry run ruff format .; poetry run ruff --select I --fix .",
cwd=cwd,
shell=True,
capture_output=True,
text=True,
)
if __name__ == "__main__":
main()
```
185 lines
6.1 KiB
Python
185 lines
6.1 KiB
Python
"""Test Titan Takeoff Embedding wrapper."""
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import json
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from typing import Any
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import pytest
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from langchain_community.embeddings import TitanTakeoffEmbed
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from langchain_community.embeddings.titan_takeoff import (
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Device,
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MissingConsumerGroup,
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ReaderConfig,
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)
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@pytest.mark.requires("pytest_httpx")
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@pytest.mark.requires("takeoff_client")
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def test_titan_takeoff_call(httpx_mock: Any) -> None:
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"""Test valid call to Titan Takeoff."""
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port = 2345
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httpx_mock.add_response(
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method="POST",
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url=f"http://localhost:{port}/embed",
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json={"result": [0.46635, 0.234, -0.8521]},
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)
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embedding = TitanTakeoffEmbed(port=port)
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output_1 = embedding.embed_documents(["What is 2 + 2?"], "primary")
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output_2 = embedding.embed_query("What is 2 + 2?", "primary")
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assert isinstance(output_1, list)
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assert isinstance(output_2, list)
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assert len(httpx_mock.get_requests()) == 2
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for n in range(2):
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assert httpx_mock.get_requests()[n].url == f"http://localhost:{port}/embed"
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assert (
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json.loads(httpx_mock.get_requests()[n].content)["text"] == "What is 2 + 2?"
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)
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@pytest.mark.requires("pytest_httpx")
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@pytest.mark.requires("takeoff_client")
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def test_no_consumer_group_fails(httpx_mock: Any) -> None:
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"""Test that not specifying a consumer group fails."""
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port = 2345
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httpx_mock.add_response(
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method="POST",
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url=f"http://localhost:{port}/embed",
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json={"result": [0.46635, 0.234, -0.8521]},
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)
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embedding = TitanTakeoffEmbed(port=port)
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with pytest.raises(MissingConsumerGroup):
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embedding.embed_documents(["What is 2 + 2?"])
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with pytest.raises(MissingConsumerGroup):
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embedding.embed_query("What is 2 + 2?")
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# Check specifying a consumer group works
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embedding.embed_documents(["What is 2 + 2?"], "primary")
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embedding.embed_query("What is 2 + 2?", "primary")
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@pytest.mark.requires("pytest_httpx")
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@pytest.mark.requires("takeoff_client")
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def test_takeoff_initialization(httpx_mock: Any) -> None:
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"""Test valid call to Titan Takeoff."""
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mgnt_port = 36452
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inf_port = 46253
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mgnt_url = f"http://localhost:{mgnt_port}/reader"
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embed_url = f"http://localhost:{inf_port}/embed"
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reader_1 = ReaderConfig(
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model_name="test",
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device=Device.cpu,
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consumer_group="embed",
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)
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reader_2 = ReaderConfig(
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model_name="test2",
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device=Device.cuda,
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consumer_group="embed",
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)
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httpx_mock.add_response(
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method="POST", url=mgnt_url, json={"key": "value"}, status_code=201
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)
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httpx_mock.add_response(
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method="POST",
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url=embed_url,
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json={"result": [0.34, 0.43, -0.934532]},
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status_code=200,
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)
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llm = TitanTakeoffEmbed(
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port=inf_port, mgmt_port=mgnt_port, models=[reader_1, reader_2]
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)
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# Shouldn't need to specify consumer group as there is only one specified during
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# initialization
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output_1 = llm.embed_documents(["What is 2 + 2?"])
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output_2 = llm.embed_query("What is 2 + 2?")
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assert isinstance(output_1, list)
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assert isinstance(output_2, list)
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# Ensure the management api was called to create the reader
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assert len(httpx_mock.get_requests()) == 4
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for key, value in reader_1.dict().items():
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assert json.loads(httpx_mock.get_requests()[0].content)[key] == value
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assert httpx_mock.get_requests()[0].url == mgnt_url
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# Also second call should be made to spin uo reader 2
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for key, value in reader_2.dict().items():
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assert json.loads(httpx_mock.get_requests()[1].content)[key] == value
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assert httpx_mock.get_requests()[1].url == mgnt_url
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# Ensure the third call is to generate endpoint to inference
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for n in range(2, 4):
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assert httpx_mock.get_requests()[n].url == embed_url
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assert (
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json.loads(httpx_mock.get_requests()[n].content)["text"] == "What is 2 + 2?"
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)
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@pytest.mark.requires("pytest_httpx")
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@pytest.mark.requires("takeoff_client")
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def test_takeoff_initialization_with_more_than_one_consumer_group(
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httpx_mock: Any,
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) -> None:
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"""Test valid call to Titan Takeoff."""
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mgnt_port = 36452
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inf_port = 46253
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mgnt_url = f"http://localhost:{mgnt_port}/reader"
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embed_url = f"http://localhost:{inf_port}/embed"
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reader_1 = ReaderConfig(
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model_name="test",
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device=Device.cpu,
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consumer_group="embed",
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)
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reader_2 = ReaderConfig(
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model_name="test2",
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device=Device.cuda,
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consumer_group="embed2",
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)
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httpx_mock.add_response(
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method="POST", url=mgnt_url, json={"key": "value"}, status_code=201
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)
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httpx_mock.add_response(
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method="POST",
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url=embed_url,
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json={"result": [0.34, 0.43, -0.934532]},
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status_code=200,
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)
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llm = TitanTakeoffEmbed(
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port=inf_port, mgmt_port=mgnt_port, models=[reader_1, reader_2]
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)
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# There was more than one consumer group specified during initialization so we
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# need to specify which one to use
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with pytest.raises(MissingConsumerGroup):
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llm.embed_documents(["What is 2 + 2?"])
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with pytest.raises(MissingConsumerGroup):
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llm.embed_query("What is 2 + 2?")
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output_1 = llm.embed_documents(["What is 2 + 2?"], "embed")
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output_2 = llm.embed_query("What is 2 + 2?", "embed2")
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assert isinstance(output_1, list)
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assert isinstance(output_2, list)
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# Ensure the management api was called to create the reader
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assert len(httpx_mock.get_requests()) == 4
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for key, value in reader_1.dict().items():
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assert json.loads(httpx_mock.get_requests()[0].content)[key] == value
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assert httpx_mock.get_requests()[0].url == mgnt_url
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# Also second call should be made to spin uo reader 2
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for key, value in reader_2.dict().items():
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assert json.loads(httpx_mock.get_requests()[1].content)[key] == value
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assert httpx_mock.get_requests()[1].url == mgnt_url
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# Ensure the third call is to generate endpoint to inference
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for n in range(2, 4):
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assert httpx_mock.get_requests()[n].url == embed_url
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assert (
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json.loads(httpx_mock.get_requests()[n].content)["text"] == "What is 2 + 2?"
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)
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