langchain/tests/integration_tests/document_loaders/test_sitemap.py
Harrison Chase b6e3ac17c4
Harrison/sitemap local (#4704)
Co-authored-by: Lukas Bauer <lukas.bauer@mayflower.de>
2023-05-14 22:04:38 -07:00

135 lines
4.1 KiB
Python

from pathlib import Path
from typing import Any
import pytest
from langchain.document_loaders import SitemapLoader
def test_sitemap() -> None:
"""Test sitemap loader."""
loader = SitemapLoader("https://langchain.readthedocs.io/sitemap.xml")
documents = loader.load()
assert len(documents) > 1
assert "🦜🔗" in documents[0].page_content
def test_sitemap_block() -> None:
"""Test sitemap loader."""
loader = SitemapLoader(
"https://langchain.readthedocs.io/sitemap.xml", blocksize=1, blocknum=1
)
documents = loader.load()
assert len(documents) == 1
assert "🦜🔗" in documents[0].page_content
def test_sitemap_block_only_one() -> None:
"""Test sitemap loader."""
loader = SitemapLoader(
"https://langchain.readthedocs.io/sitemap.xml", blocksize=1000000, blocknum=0
)
documents = loader.load()
assert len(documents) > 1
assert "🦜🔗" in documents[0].page_content
def test_sitemap_block_blocknum_default() -> None:
"""Test sitemap loader."""
loader = SitemapLoader(
"https://langchain.readthedocs.io/sitemap.xml", blocksize=1000000
)
documents = loader.load()
assert len(documents) > 1
assert "🦜🔗" in documents[0].page_content
def test_sitemap_block_size_to_small() -> None:
"""Test sitemap loader."""
with pytest.raises(ValueError, match="Sitemap blocksize should be at least 1"):
SitemapLoader("https://langchain.readthedocs.io/sitemap.xml", blocksize=0)
def test_sitemap_block_num_to_small() -> None:
"""Test sitemap loader."""
with pytest.raises(ValueError, match="Sitemap blocknum can not be lower then 0"):
SitemapLoader(
"https://langchain.readthedocs.io/sitemap.xml",
blocksize=1000000,
blocknum=-1,
)
def test_sitemap_block_does_not_exists() -> None:
"""Test sitemap loader."""
loader = SitemapLoader(
"https://langchain.readthedocs.io/sitemap.xml", blocksize=1000000, blocknum=15
)
with pytest.raises(
ValueError,
match="Selected sitemap does not contain enough blocks for given blocknum",
):
loader.load()
def test_filter_sitemap() -> None:
"""Test sitemap loader."""
loader = SitemapLoader(
"https://langchain.readthedocs.io/sitemap.xml",
filter_urls=["https://python.langchain.com/en/stable/"],
)
documents = loader.load()
assert len(documents) == 1
assert "🦜🔗" in documents[0].page_content
def test_sitemap_metadata() -> None:
def sitemap_metadata_one(meta: dict, _content: None) -> dict:
return {**meta, "mykey": "Super Important Metadata"}
"""Test sitemap loader."""
loader = SitemapLoader(
"https://langchain.readthedocs.io/sitemap.xml",
meta_function=sitemap_metadata_one,
)
documents = loader.load()
assert len(documents) > 1
assert "mykey" in documents[0].metadata
assert "Super Important Metadata" in documents[0].metadata["mykey"]
def test_sitemap_metadata_extraction() -> None:
def sitemap_metadata_two(meta: dict, content: Any) -> dict:
title = content.find("title")
if title:
return {**meta, "title": title.get_text()}
return meta
"""Test sitemap loader."""
loader = SitemapLoader(
"https://langchain.readthedocs.io/sitemap.xml",
meta_function=sitemap_metadata_two,
)
documents = loader.load()
assert len(documents) > 1
assert "title" in documents[0].metadata
assert "LangChain" in documents[0].metadata["title"]
def test_sitemap_metadata_default() -> None:
"""Test sitemap loader."""
loader = SitemapLoader("https://langchain.readthedocs.io/sitemap.xml")
documents = loader.load()
assert len(documents) > 1
assert "source" in documents[0].metadata
assert "loc" in documents[0].metadata
def test_local_sitemap() -> None:
"""Test sitemap loader."""
file_path = Path(__file__).parent.parent / "examples/sitemap.xml"
loader = SitemapLoader(str(file_path))
documents = loader.load()
assert len(documents) > 1
assert "🦜🔗" in documents[0].page_content