mirror of
https://github.com/opendatalab/MinerU.git
synced 2026-03-27 11:08:32 +07:00
@@ -77,7 +77,8 @@ Here are the environment variables and their descriptions:
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- `MINERU_MODEL_SOURCE`:
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- `MINERU_MODEL_SOURCE`:
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* Used to specify model source
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* Used to specify model source
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* supports `huggingface/modelscope/local`
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* supports `huggingface/modelscope/local`
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* defaults to `huggingface`, can be switched to `modelscope` or local models through environment variables.
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* Default is `huggingface`; you can switch via an environment variable to `modelscope` to use a domestic acceleration mirror, or switch to `local` to use a local model.
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- `MINERU_TOOLS_CONFIG_JSON`:
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- `MINERU_TOOLS_CONFIG_JSON`:
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* Used to specify configuration file path
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* Used to specify configuration file path
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@@ -101,8 +102,14 @@ Here are the environment variables and their descriptions:
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* Default is `true`, can be set to `false` via environment variable to disable table merging functionality.
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* Default is `true`, can be set to `false` via environment variable to disable table merging functionality.
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- `MINERU_PDF_RENDER_TIMEOUT`:
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- `MINERU_PDF_RENDER_TIMEOUT`:
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* Used to set the timeout period (in seconds) for rendering PDF to images
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* Used to set the timeout (in seconds) for rendering PDFs to images.
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* Default is `300` seconds, can be set to other values via environment variable to adjust the image rendering timeout.
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* Default is `300` seconds; you can set a different value via an environment variable to adjust the rendering timeout.
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* Only effective on Linux and macOS systems.
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- `MINERU_PDF_RENDER_THREADS`:
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* Used to set the number of threads used when rendering PDFs to images.
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* Default is `4`; you can set a different value via an environment variable to adjust the number of threads for image rendering.
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* Only effective on Linux and macOS systems.
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- `MINERU_INTRA_OP_NUM_THREADS`:
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- `MINERU_INTRA_OP_NUM_THREADS`:
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* Used to set the intra_op thread count for ONNX models, affects the computation speed of individual operators
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* Used to set the intra_op thread count for ONNX models, affects the computation speed of individual operators
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@@ -72,7 +72,7 @@ MinerU命令行工具的某些参数存在相同功能的环境变量配置,
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- `MINERU_MODEL_SOURCE`:
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- `MINERU_MODEL_SOURCE`:
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* 用于指定模型来源
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* 用于指定模型来源
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* 支持`huggingface/modelscope/local`
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* 支持`huggingface/modelscope/local`
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* 默认为`huggingface`可通过环境变量切换为`modelscope`或使用本地模型。
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* 默认为`huggingface`可通过环境变量切换为`modelscope`使用国内加速源或切换至`local`以使用本地模型。
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- `MINERU_TOOLS_CONFIG_JSON`:
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- `MINERU_TOOLS_CONFIG_JSON`:
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* 用于指定配置文件路径
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* 用于指定配置文件路径
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@@ -98,6 +98,12 @@ MinerU命令行工具的某些参数存在相同功能的环境变量配置,
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- `MINERU_PDF_RENDER_TIMEOUT`:
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- `MINERU_PDF_RENDER_TIMEOUT`:
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* 用于设置将PDF渲染为图片的超时时间(秒)
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* 用于设置将PDF渲染为图片的超时时间(秒)
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* 默认为`300`秒,可通过环境变量设置为其他值以调整渲染图片的超时时间。
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* 默认为`300`秒,可通过环境变量设置为其他值以调整渲染图片的超时时间。
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* 仅在linux和macOS系统中生效。
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- `MINERU_PDF_RENDER_THREADS`:
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* 用于设置将PDF渲染为图片时使用的线程数
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* 默认为`4`,可通过环境变量设置为其他值以调整渲染图片时的线程数。
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* 仅在linux和macOS系统中生效。
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- `MINERU_INTRA_OP_NUM_THREADS`:
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- `MINERU_INTRA_OP_NUM_THREADS`:
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* 用于设置onnx模型的intra_op线程数,影响单个算子的计算速度
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* 用于设置onnx模型的intra_op线程数,影响单个算子的计算速度
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@@ -11,6 +11,11 @@ def get_load_images_timeout() -> int:
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return get_value_from_string(env_value, 300)
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return get_value_from_string(env_value, 300)
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def get_load_images_threads() -> int:
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env_value = os.getenv('MINERU_PDF_RENDER_THREADS', None)
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return get_value_from_string(env_value, 4)
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def get_value_from_string(env_value: str, default_value: int) -> int:
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def get_value_from_string(env_value: str, default_value: int) -> int:
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if env_value is not None:
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if env_value is not None:
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try:
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try:
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@@ -1,5 +1,7 @@
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# Copyright (c) Opendatalab. All rights reserved.
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# Copyright (c) Opendatalab. All rights reserved.
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import os
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import os
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import signal
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import time
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from io import BytesIO
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from io import BytesIO
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import numpy as np
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import numpy as np
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@@ -9,13 +11,13 @@ from PIL import Image, ImageOps
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from mineru.data.data_reader_writer import FileBasedDataWriter
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from mineru.data.data_reader_writer import FileBasedDataWriter
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from mineru.utils.check_sys_env import is_windows_environment
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from mineru.utils.check_sys_env import is_windows_environment
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from mineru.utils.os_env_config import get_load_images_timeout
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from mineru.utils.os_env_config import get_load_images_timeout, get_load_images_threads
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from mineru.utils.pdf_reader import image_to_b64str, image_to_bytes, page_to_image
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from mineru.utils.pdf_reader import image_to_b64str, image_to_bytes, page_to_image
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from mineru.utils.enum_class import ImageType
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from mineru.utils.enum_class import ImageType
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from mineru.utils.hash_utils import str_sha256
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from mineru.utils.hash_utils import str_sha256
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from mineru.utils.pdf_page_id import get_end_page_id
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from mineru.utils.pdf_page_id import get_end_page_id
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from concurrent.futures import ProcessPoolExecutor, TimeoutError as FuturesTimeoutError
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from concurrent.futures import ProcessPoolExecutor, wait, ALL_COMPLETED
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def pdf_page_to_image(page: pdfium.PdfPage, dpi=200, image_type=ImageType.PIL) -> dict:
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def pdf_page_to_image(page: pdfium.PdfPage, dpi=200, image_type=ImageType.PIL) -> dict:
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@@ -57,7 +59,7 @@ def load_images_from_pdf(
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end_page_id=None,
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end_page_id=None,
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image_type=ImageType.PIL,
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image_type=ImageType.PIL,
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timeout=None,
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timeout=None,
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threads=4,
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threads=None,
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):
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):
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"""带超时控制的 PDF 转图片函数,支持多进程加速
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"""带超时控制的 PDF 转图片函数,支持多进程加速
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@@ -67,8 +69,8 @@ def load_images_from_pdf(
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start_page_id (int, optional): 起始页码. Defaults to 0.
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start_page_id (int, optional): 起始页码. Defaults to 0.
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end_page_id (int | None, optional): 结束页码. Defaults to None.
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end_page_id (int | None, optional): 结束页码. Defaults to None.
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image_type (ImageType, optional): 图片类型. Defaults to ImageType.PIL.
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image_type (ImageType, optional): 图片类型. Defaults to ImageType.PIL.
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timeout (int | None, optional): 超时时间(秒)。如果为 None,则从环境变量 MINERU_PDF_LOAD_IMAGES_TIMEOUT 读取,若未设置则默认为 300 秒。
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timeout (int | None, optional): 超时时间(秒)。如果为 None,则从环境变量 MINERU_PDF_RENDER_TIMEOUT 读取,若未设置则默认为 300 秒。
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threads (int): 进程数,默认 4
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threads (int): 进程数, 如果为 None,则从环境变量 MINERU_PDF_RENDER_THREADS 读取,若未设置则默认为 4.
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Raises:
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Raises:
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TimeoutError: 当转换超时时抛出
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TimeoutError: 当转换超时时抛出
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@@ -86,6 +88,9 @@ def load_images_from_pdf(
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else:
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else:
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if timeout is None:
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if timeout is None:
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timeout = get_load_images_timeout()
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timeout = get_load_images_timeout()
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if threads is None:
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threads = get_load_images_threads()
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end_page_id = get_end_page_id(end_page_id, len(pdf_doc))
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end_page_id = get_end_page_id(end_page_id, len(pdf_doc))
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# 计算总页数
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# 计算总页数
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@@ -108,11 +113,13 @@ def load_images_from_pdf(
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page_ranges.append((range_start, range_end))
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page_ranges.append((range_start, range_end))
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# logger.debug(f"PDF to images using {actual_threads} processes, page ranges: {page_ranges}")
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logger.debug(f"PDF to images using {actual_threads} processes, page ranges: {page_ranges}")
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with ProcessPoolExecutor(max_workers=actual_threads) as executor:
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executor = ProcessPoolExecutor(max_workers=actual_threads)
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try:
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# 提交所有任务
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# 提交所有任务
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futures = []
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futures = []
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future_to_range = {}
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for range_start, range_end in page_ranges:
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for range_start, range_end in page_ranges:
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future = executor.submit(
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future = executor.submit(
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_load_images_from_pdf_worker,
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_load_images_from_pdf_worker,
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@@ -122,27 +129,68 @@ def load_images_from_pdf(
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range_end,
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range_end,
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image_type,
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image_type,
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)
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)
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futures.append((range_start, future))
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futures.append(future)
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future_to_range[future] = range_start
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try:
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# 使用 wait() 设置单一全局超时
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# 收集结果并按页码排序
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done, not_done = wait(futures, timeout=timeout, return_when=ALL_COMPLETED)
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all_results = []
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for range_start, future in futures:
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images_list = future.result(timeout=timeout)
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all_results.append((range_start, images_list))
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# 按起始页码排序并合并结果
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# 检查是否有未完成的任务(超时情况)
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all_results.sort(key=lambda x: x[0])
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if not_done:
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images_list = []
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# 超时:强制终止所有子进程
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for _, imgs in all_results:
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_terminate_executor_processes(executor)
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images_list.extend(imgs)
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return images_list, pdf_doc
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except FuturesTimeoutError:
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pdf_doc.close()
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pdf_doc.close()
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executor.shutdown(wait=False, cancel_futures=True)
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raise TimeoutError(f"PDF to images conversion timeout after {timeout}s")
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raise TimeoutError(f"PDF to images conversion timeout after {timeout}s")
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# 所有任务完成,收集结果
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all_results = []
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for future in futures:
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range_start = future_to_range[future]
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# 这里不需要 timeout,因为任务已完成
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images_list = future.result()
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all_results.append((range_start, images_list))
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# 按起始页码排序并合并结果
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all_results.sort(key=lambda x: x[0])
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images_list = []
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for _, imgs in all_results:
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images_list.extend(imgs)
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return images_list, pdf_doc
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except Exception as e:
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# 发生任何异常时,确保清理子进程
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_terminate_executor_processes(executor)
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pdf_doc.close()
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if isinstance(e, TimeoutError):
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raise
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raise
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finally:
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executor.shutdown(wait=False, cancel_futures=True)
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def _terminate_executor_processes(executor):
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"""强制终止 ProcessPoolExecutor 中的所有子进程"""
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if hasattr(executor, '_processes'):
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for pid, process in executor._processes.items():
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if process.is_alive():
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try:
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# 先发送 SIGTERM 允许优雅退出
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os.kill(pid, signal.SIGTERM)
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except (ProcessLookupError, OSError):
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pass
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# 给子进程一点时间响应 SIGTERM
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time.sleep(0.1)
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# 对仍然存活的进程发送 SIGKILL 强制终止
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for pid, process in executor._processes.items():
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if process.is_alive():
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try:
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os.kill(pid, signal.SIGKILL)
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except (ProcessLookupError, OSError):
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pass
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def load_images_from_pdf_core(
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def load_images_from_pdf_core(
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pdf_bytes: bytes,
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pdf_bytes: bytes,
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Reference in New Issue
Block a user