feat: 上传文档表格对支持xlsx文件单元格图片
This commit is contained in:
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bec2ed8067
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b924958176
@ -15,5 +15,5 @@ class BaseParseTableHandle(ABC):
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pass
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pass
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@abstractmethod
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@abstractmethod
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def handle(self, file, get_buffer):
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def handle(self, file, get_buffer,save_image):
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pass
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pass
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@ -7,114 +7,11 @@
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@desc:
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@desc:
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"""
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"""
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import io
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import io
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import uuid
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from functools import reduce
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from io import BytesIO
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from xml.etree.ElementTree import fromstring
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from zipfile import ZipFile
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import openpyxl
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import openpyxl
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from PIL import Image as PILImage
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from openpyxl.drawing.image import Image as openpyxl_Image
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from openpyxl.packaging.relationship import get_rels_path, get_dependents
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from openpyxl.xml.constants import SHEET_DRAWING_NS, REL_NS, SHEET_MAIN_NS
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from common.handle.base_parse_qa_handle import BaseParseQAHandle, get_title_row_index_dict, get_row_value
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from common.handle.base_parse_qa_handle import BaseParseQAHandle, get_title_row_index_dict, get_row_value
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from dataset.models import Image
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from common.handle.impl.tools import xlsx_embed_cells_images
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def parse_element(element) -> {}:
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data = {}
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xdr_namespace = "{%s}" % SHEET_DRAWING_NS
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targets = level_order_traversal(element, xdr_namespace + "nvPicPr")
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for target in targets:
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cNvPr = embed = ""
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for child in target:
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if child.tag == xdr_namespace + "nvPicPr":
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cNvPr = child[0].attrib["name"]
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elif child.tag == xdr_namespace + "blipFill":
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_rel_embed = "{%s}embed" % REL_NS
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embed = child[0].attrib[_rel_embed]
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if cNvPr:
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data[cNvPr] = embed
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return data
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def parse_element_sheet_xml(element) -> []:
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data = []
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xdr_namespace = "{%s}" % SHEET_MAIN_NS
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targets = level_order_traversal(element, xdr_namespace + "f")
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for target in targets:
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for child in target:
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if child.tag == xdr_namespace + "f":
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data.append(child.text)
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return data
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def level_order_traversal(root, flag: str) -> []:
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queue = [root]
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targets = []
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while queue:
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node = queue.pop(0)
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children = [child.tag for child in node]
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if flag in children:
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targets.append(node)
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continue
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for child in node:
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queue.append(child)
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return targets
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def handle_images(deps, archive: ZipFile) -> []:
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images = []
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if not PILImage: # Pillow not installed, drop images
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return images
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for dep in deps:
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try:
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image_io = archive.read(dep.target)
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image = openpyxl_Image(BytesIO(image_io))
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except Exception as e:
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print(e)
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continue
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image.embed = dep.id # 文件rId
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image.target = dep.target # 文件地址
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images.append(image)
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return images
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def xlsx_embed_cells_images(buffer) -> {}:
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archive = ZipFile(buffer)
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# 解析cellImage.xml文件
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deps = get_dependents(archive, get_rels_path("xl/cellimages.xml"))
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image_rel = handle_images(deps=deps, archive=archive)
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# 工作表及其中图片ID
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sheet_list = {}
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for item in archive.namelist():
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if not item.startswith('xl/worksheets/sheet'):
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continue
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key = item.split('/')[-1].split('.')[0].split('sheet')[-1]
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sheet_list[key] = parse_element_sheet_xml(fromstring(archive.read(item)))
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cell_images_xml = parse_element(fromstring(archive.read("xl/cellimages.xml")))
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cell_images_rel = {}
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for image in image_rel:
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cell_images_rel[image.embed] = image
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for cnv, embed in cell_images_xml.items():
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cell_images_xml[cnv] = cell_images_rel.get(embed)
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result = {}
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for key, img in cell_images_xml.items():
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image_excel_id_list = [_xl for _xl in
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reduce(lambda x, y: [*x, *y], [sheet for sheet_id, sheet in sheet_list.items()], []) if
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key in _xl]
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if len(image_excel_id_list) > 0:
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image_excel_id = image_excel_id_list[-1]
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f = archive.open(img.target)
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img_byte = io.BytesIO()
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im = PILImage.open(f).convert('RGB')
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im.save(img_byte, format='JPEG')
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image = Image(id=uuid.uuid1(), image=img_byte.getvalue(), image_name=img.path)
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result['=' + image_excel_id] = image
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archive.close()
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return result
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def handle_sheet(file_name, sheet, image_dict):
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def handle_sheet(file_name, sheet, image_dict):
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@ -15,7 +15,7 @@ class CsvSplitHandle(BaseParseTableHandle):
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return True
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return True
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return False
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return False
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def handle(self, file, get_buffer):
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def handle(self, file, get_buffer,save_image):
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buffer = get_buffer(file)
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buffer = get_buffer(file)
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try:
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try:
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content = buffer.decode(detect(buffer)['encoding'])
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content = buffer.decode(detect(buffer)['encoding'])
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@ -5,6 +5,7 @@ import logging
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from openpyxl import load_workbook
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from openpyxl import load_workbook
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from common.handle.base_parse_table_handle import BaseParseTableHandle
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from common.handle.base_parse_table_handle import BaseParseTableHandle
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from common.handle.impl.tools import xlsx_embed_cells_images
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max_kb = logging.getLogger("max_kb")
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max_kb = logging.getLogger("max_kb")
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@ -16,10 +17,15 @@ class ExcelSplitHandle(BaseParseTableHandle):
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return True
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return True
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return False
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return False
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def handle(self, file, get_buffer):
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def handle(self, file, get_buffer, save_image):
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buffer = get_buffer(file)
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buffer = get_buffer(file)
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try:
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try:
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wb = load_workbook(io.BytesIO(buffer))
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wb = load_workbook(io.BytesIO(buffer))
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try:
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image_dict: dict = xlsx_embed_cells_images(io.BytesIO(buffer))
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save_image([item for item in image_dict.values()])
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except Exception as e:
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image_dict = {}
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result = []
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result = []
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for sheetname in wb.sheetnames:
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for sheetname in wb.sheetnames:
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paragraphs = []
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paragraphs = []
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@ -35,7 +41,11 @@ class ExcelSplitHandle(BaseParseTableHandle):
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continue
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continue
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t = str(ti[i].value) if i < len(ti) else ""
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t = str(ti[i].value) if i < len(ti) else ""
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title.append(t)
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title.append(t)
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t += (": " if t else "") + str(c.value)
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content = str(c.value)
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image = image_dict.get(content, None)
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if image is not None:
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content = f''
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t += (": " if t else "") + content
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l.append(t)
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l.append(t)
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l = "; ".join(l)
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l = "; ".join(l)
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if sheetname.lower().find("sheet") < 0:
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if sheetname.lower().find("sheet") < 0:
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118
apps/common/handle/impl/tools.py
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118
apps/common/handle/impl/tools.py
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@ -0,0 +1,118 @@
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# coding=utf-8
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"""
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@project: MaxKB
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@Author:虎
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@file: tools.py
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@date:2024/9/11 16:41
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@desc:
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"""
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import io
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import uuid
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from functools import reduce
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from io import BytesIO
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from xml.etree.ElementTree import fromstring
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from zipfile import ZipFile
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from PIL import Image as PILImage
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from openpyxl.drawing.image import Image as openpyxl_Image
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from openpyxl.packaging.relationship import get_rels_path, get_dependents
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from openpyxl.xml.constants import SHEET_DRAWING_NS, REL_NS, SHEET_MAIN_NS
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from common.handle.base_parse_qa_handle import get_title_row_index_dict, get_row_value
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from dataset.models import Image
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def parse_element(element) -> {}:
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data = {}
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xdr_namespace = "{%s}" % SHEET_DRAWING_NS
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targets = level_order_traversal(element, xdr_namespace + "nvPicPr")
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for target in targets:
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cNvPr = embed = ""
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for child in target:
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if child.tag == xdr_namespace + "nvPicPr":
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cNvPr = child[0].attrib["name"]
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elif child.tag == xdr_namespace + "blipFill":
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_rel_embed = "{%s}embed" % REL_NS
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embed = child[0].attrib[_rel_embed]
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if cNvPr:
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data[cNvPr] = embed
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return data
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def parse_element_sheet_xml(element) -> []:
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data = []
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xdr_namespace = "{%s}" % SHEET_MAIN_NS
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targets = level_order_traversal(element, xdr_namespace + "f")
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for target in targets:
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for child in target:
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if child.tag == xdr_namespace + "f":
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data.append(child.text)
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return data
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def level_order_traversal(root, flag: str) -> []:
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queue = [root]
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targets = []
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while queue:
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node = queue.pop(0)
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children = [child.tag for child in node]
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if flag in children:
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targets.append(node)
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continue
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for child in node:
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queue.append(child)
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return targets
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def handle_images(deps, archive: ZipFile) -> []:
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images = []
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if not PILImage: # Pillow not installed, drop images
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return images
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for dep in deps:
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try:
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image_io = archive.read(dep.target)
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image = openpyxl_Image(BytesIO(image_io))
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except Exception as e:
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print(e)
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continue
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image.embed = dep.id # 文件rId
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image.target = dep.target # 文件地址
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images.append(image)
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return images
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def xlsx_embed_cells_images(buffer) -> {}:
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archive = ZipFile(buffer)
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# 解析cellImage.xml文件
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deps = get_dependents(archive, get_rels_path("xl/cellimages.xml"))
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image_rel = handle_images(deps=deps, archive=archive)
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# 工作表及其中图片ID
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sheet_list = {}
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for item in archive.namelist():
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if not item.startswith('xl/worksheets/sheet'):
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continue
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key = item.split('/')[-1].split('.')[0].split('sheet')[-1]
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sheet_list[key] = parse_element_sheet_xml(fromstring(archive.read(item)))
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cell_images_xml = parse_element(fromstring(archive.read("xl/cellimages.xml")))
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cell_images_rel = {}
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for image in image_rel:
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cell_images_rel[image.embed] = image
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for cnv, embed in cell_images_xml.items():
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cell_images_xml[cnv] = cell_images_rel.get(embed)
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result = {}
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for key, img in cell_images_xml.items():
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image_excel_id_list = [_xl for _xl in
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reduce(lambda x, y: [*x, *y], [sheet for sheet_id, sheet in sheet_list.items()], []) if
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key in _xl]
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if len(image_excel_id_list) > 0:
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image_excel_id = image_excel_id_list[-1]
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f = archive.open(img.target)
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img_byte = io.BytesIO()
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im = PILImage.open(f).convert('RGB')
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im.save(img_byte, format='JPEG')
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image = Image(id=uuid.uuid1(), image=img_byte.getvalue(), image_name=img.path)
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result['=' + image_excel_id] = image
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archive.close()
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return result
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@ -671,7 +671,7 @@ class DocumentSerializers(ApiMixin, serializers.Serializer):
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get_buffer = FileBufferHandle().get_buffer
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get_buffer = FileBufferHandle().get_buffer
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for parse_table_handle in parse_table_handle_list:
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for parse_table_handle in parse_table_handle_list:
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if parse_table_handle.support(file, get_buffer):
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if parse_table_handle.support(file, get_buffer):
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return parse_table_handle.handle(file, get_buffer)
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return parse_table_handle.handle(file, get_buffer, save_image)
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raise AppApiException(500, '不支持的文件格式')
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raise AppApiException(500, '不支持的文件格式')
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def save_qa(self, instance: Dict, with_valid=True):
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def save_qa(self, instance: Dict, with_valid=True):
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Reference in New Issue
Block a user