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langchain/libs/community/tests/unit_tests/document_loaders/test_github.py

130 lines
4.2 KiB
Python

import pytest
from langchain_core.documents import Document
from pytest_mock import MockerFixture
from langchain_community.document_loaders.github import GitHubIssuesLoader
def test_initialization() -> None:
loader = GitHubIssuesLoader(repo="repo", access_token="access_token")
assert loader.repo == "repo"
assert loader.access_token == "access_token"
assert loader.headers == {
"Accept": "application/vnd.github+json",
"Authorization": "Bearer access_token",
}
def test_initialization_ghe() -> None:
loader = GitHubIssuesLoader(
repo="repo",
access_token="access_token",
github_api_url="https://github.example.com/api/v3",
)
assert loader.repo == "repo"
assert loader.access_token == "access_token"
assert loader.github_api_url == "https://github.example.com/api/v3"
assert loader.headers == {
"Accept": "application/vnd.github+json",
"Authorization": "Bearer access_token",
}
def test_invalid_initialization() -> None:
# Invalid parameter
with pytest.raises(ValueError):
GitHubIssuesLoader(invalid="parameter")
# Invalid value for valid parameter
with pytest.raises(ValueError):
GitHubIssuesLoader(state="invalid_state")
# Invalid type for labels
with pytest.raises(ValueError):
GitHubIssuesLoader(labels="not_a_list")
# Invalid date format for since
with pytest.raises(ValueError):
GitHubIssuesLoader(since="not_a_date")
def test_load(mocker: MockerFixture) -> None:
mocker.patch(
"requests.get", return_value=mocker.MagicMock(json=lambda: [], links=None)
)
loader = GitHubIssuesLoader(repo="repo", access_token="access_token")
documents = loader.load()
assert documents == []
def test_parse_issue() -> None:
issue = {
"html_url": "https://github.com/repo/issue/1",
"title": "Example Issue 1",
"user": {"login": "username1"},
"created_at": "2023-01-01T00:00:00Z",
"comments": 1,
"state": "open",
"labels": [{"name": "bug"}],
"assignee": {"login": "username2"},
"milestone": {"title": "v1.0"},
"locked": "False",
"number": "1",
"body": "This is an example issue 1",
}
expected_document = Document(
page_content=issue["body"], # type: ignore
metadata={
"url": issue["html_url"],
"title": issue["title"],
"creator": issue["user"]["login"], # type: ignore
"created_at": issue["created_at"],
"comments": issue["comments"],
"state": issue["state"],
"labels": [label["name"] for label in issue["labels"]], # type: ignore
"assignee": issue["assignee"]["login"], # type: ignore
"milestone": issue["milestone"]["title"], # type: ignore
"locked": issue["locked"],
"number": issue["number"],
"is_pull_request": False,
},
)
loader = GitHubIssuesLoader(repo="repo", access_token="access_token")
document = loader.parse_issue(issue)
assert document == expected_document
def test_url() -> None:
# No parameters
loader = GitHubIssuesLoader(repo="repo", access_token="access_token")
assert loader.url == "https://api.github.com/repos/repo/issues?"
# parameters: state, sort
loader = GitHubIssuesLoader(
repo="repo", access_token="access_token", state="open", sort="created"
)
assert (
loader.url == "https://api.github.com/repos/repo/issues?state=open&sort=created"
)
# parameters: milestone, state, assignee, creator, mentioned, labels, sort,
# direction, since
loader = GitHubIssuesLoader(
repo="repo",
access_token="access_token",
milestone="*",
state="closed",
assignee="user1",
creator="user2",
mentioned="user3",
labels=["bug", "ui", "@high"],
sort="comments",
direction="asc",
since="2023-05-26T00:00:00Z",
)
assert loader.url == (
"https://api.github.com/repos/repo/issues?milestone=*&state=closed"
"&assignee=user1&creator=user2&mentioned=user3&labels=bug,ui,@high"
"&sort=comments&direction=asc&since=2023-05-26T00:00:00Z"
)