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feat: support xlsx file parsing (#304)
Co-authored-by: crazywoola <100913391+crazywoola@users.noreply.github.com>
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31
api/core/index/readers/xlsx_parser.py
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31
api/core/index/readers/xlsx_parser.py
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@@ -0,0 +1,31 @@
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from pathlib import Path
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import json
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from typing import Dict
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from openpyxl import load_workbook
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from llama_index.readers.file.base_parser import BaseParser
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from flask import current_app
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class XLSXParser(BaseParser):
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"""XLSX parser."""
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def _init_parser(self) -> Dict:
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"""Init parser"""
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return {}
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def parse_file(self, file: Path, errors: str = "ignore") -> str:
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data = []
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keys = []
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with open(file, "r") as fp:
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wb = load_workbook(filename=file, read_only=True)
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# loop over all sheets
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for sheet in wb:
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for row in sheet.iter_rows(values_only=True):
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if all(v is None for v in row):
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continue
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if keys == []:
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keys = row
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else:
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data.append(json.dumps(dict(zip(keys, row)), ensure_ascii=False))
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return data
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@@ -12,6 +12,8 @@ from llama_index.data_structs import Node
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from llama_index.data_structs.node_v2 import DocumentRelationship
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from llama_index.node_parser import SimpleNodeParser, NodeParser
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from llama_index.readers.file.base import DEFAULT_FILE_EXTRACTOR
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from llama_index.readers.file.markdown_parser import MarkdownParser
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from core.index.readers.xlsx_parser import XLSXParser
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from core.docstore.dataset_docstore import DatesetDocumentStore
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from core.index.keyword_table_index import KeywordTableIndex
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from core.index.readers.html_parser import HTMLParser
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@@ -250,6 +252,7 @@ class IndexingRunner:
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file_extractor[".html"] = HTMLParser()
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file_extractor[".htm"] = HTMLParser()
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file_extractor[".pdf"] = PDFParser({'upload_file': upload_file})
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file_extractor[".xlsx"] = XLSXParser()
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loader = SimpleDirectoryReader(input_files=[filepath], file_extractor=file_extractor)
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text_docs = loader.load_data()
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