forked from Archives/langchain
You cannot select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
135 lines
4.1 KiB
Python
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
|