chore: make doc extractor node also can extract text by file extension (#9543)

This commit is contained in:
非法操作
2024-10-24 22:54:48 +08:00
committed by GitHub
parent 88dec6ef2b
commit 2346b0ab99
2 changed files with 48 additions and 9 deletions

View File

@@ -75,7 +75,7 @@ class DocumentExtractorNode(BaseNode[DocumentExtractorNodeData]):
)
def _extract_text(*, file_content: bytes, mime_type: str) -> str:
def _extract_text_by_mime_type(*, file_content: bytes, mime_type: str) -> str:
"""Extract text from a file based on its MIME type."""
if mime_type.startswith("text/plain") or mime_type in {"text/html", "text/htm", "text/markdown", "text/xml"}:
return _extract_text_from_plain_text(file_content)
@@ -107,6 +107,33 @@ def _extract_text(*, file_content: bytes, mime_type: str) -> str:
raise UnsupportedFileTypeError(f"Unsupported MIME type: {mime_type}")
def _extract_text_by_file_extension(*, file_content: bytes, file_extension: str) -> str:
"""Extract text from a file based on its file extension."""
match file_extension:
case ".txt" | ".markdown" | ".md" | ".html" | ".htm" | ".xml":
return _extract_text_from_plain_text(file_content)
case ".pdf":
return _extract_text_from_pdf(file_content)
case ".doc" | ".docx":
return _extract_text_from_doc(file_content)
case ".csv":
return _extract_text_from_csv(file_content)
case ".xls" | ".xlsx":
return _extract_text_from_excel(file_content)
case ".ppt":
return _extract_text_from_ppt(file_content)
case ".pptx":
return _extract_text_from_pptx(file_content)
case ".epub":
return _extract_text_from_epub(file_content)
case ".eml":
return _extract_text_from_eml(file_content)
case ".msg":
return _extract_text_from_msg(file_content)
case _:
raise UnsupportedFileTypeError(f"Unsupported Extension Type: {file_extension}")
def _extract_text_from_plain_text(file_content: bytes) -> str:
try:
return file_content.decode("utf-8")
@@ -159,7 +186,10 @@ def _extract_text_from_file(file: File):
if file.mime_type is None:
raise UnsupportedFileTypeError("Unable to determine file type: MIME type is missing")
file_content = _download_file_content(file)
extracted_text = _extract_text(file_content=file_content, mime_type=file.mime_type)
if file.transfer_method == FileTransferMethod.REMOTE_URL:
extracted_text = _extract_text_by_mime_type(file_content=file_content, mime_type=file.mime_type)
else:
extracted_text = _extract_text_by_file_extension(file_content=file_content, file_extension=file.extension)
return extracted_text
@@ -172,7 +202,7 @@ def _extract_text_from_csv(file_content: bytes) -> str:
if not rows:
return ""
# Create markdown table
# Create Markdown table
markdown_table = "| " + " | ".join(rows[0]) + " |\n"
markdown_table += "| " + " | ".join(["---"] * len(rows[0])) + " |\n"
for row in rows[1:]:
@@ -192,7 +222,7 @@ def _extract_text_from_excel(file_content: bytes) -> str:
# Drop rows where all elements are NaN
df.dropna(how="all", inplace=True)
# Convert DataFrame to markdown table
# Convert DataFrame to Markdown table
markdown_table = df.to_markdown(index=False)
return markdown_table
except Exception as e: