Harrison/unstructured validation (#2111)

Co-authored-by: kravetsmic <79907559+kravetsmic@users.noreply.github.com>
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Harrison Chase 2023-03-28 13:27:52 -07:00 committed by GitHub
parent b25dbcb5b3
commit 6e85cbcce3
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@ -11,17 +11,36 @@ logger = logging.getLogger(__file__)
class UnstructuredURLLoader(BaseLoader): class UnstructuredURLLoader(BaseLoader):
"""Loader that uses unstructured to load HTML files.""" """Loader that uses unstructured to load HTML files."""
def __init__(self, urls: List[str], continue_on_failure: bool = True): def __init__(
self, urls: List[str], continue_on_failure: bool = True, headers: dict = {}
):
"""Initialize with file path.""" """Initialize with file path."""
try: try:
import unstructured # noqa:F401 import unstructured # noqa:F401
from unstructured.__version__ import __version__ as __unstructured_version__
self.__version = __unstructured_version__
except ImportError: except ImportError:
raise ValueError( raise ValueError(
"unstructured package not found, please install it with " "unstructured package not found, please install it with "
"`pip install unstructured`" "`pip install unstructured`"
) )
if not self.__is_headers_available() and len(headers.keys()) != 0:
logger.warning(
"You are using old version of unstructured. "
"The headers parameter is ignored"
)
self.urls = urls self.urls = urls
self.continue_on_failure = continue_on_failure self.continue_on_failure = continue_on_failure
self.headers = headers
def __is_headers_available(self) -> bool:
_unstructured_version = self.__version.split("-")[0]
unstructured_version = tuple([int(x) for x in _unstructured_version.split(".")])
return unstructured_version >= (0, 5, 7)
def load(self) -> List[Document]: def load(self) -> List[Document]:
"""Load file.""" """Load file."""
@ -30,7 +49,10 @@ class UnstructuredURLLoader(BaseLoader):
docs: List[Document] = list() docs: List[Document] = list()
for url in self.urls: for url in self.urls:
try: try:
elements = partition_html(url=url) if self.__is_headers_available():
elements = partition_html(url=url, headers=self.headers)
else:
elements = partition_html(url=url)
except Exception as e: except Exception as e:
if self.continue_on_failure: if self.continue_on_failure:
logger.error(f"Error fetching or processing {url}, exeption: {e}") logger.error(f"Error fetching or processing {url}, exeption: {e}")