python-3.x - Pyinstaller .exe 找不到 _tiffile 模块 - 加载一些压缩图像会很慢

Question

当我从 Pyinstaller 运行我的代码时，tiff 阅读器工作正常。使用 Pyinstaller 卡住后，我收到以下警告:

UserWarning: ImportError: No module named '_tifffile'. Loading of some compressed images will be very slow. Tifffile.c can be obtained at http://www.lfd.uci.edu/~gohlke

果然，以前需要几秒钟才能加载到 numpy 数组中的 tiff 文件现在可能需要几分钟。

这是我的代码的简化形式，用于解决问题。如果您加载示例 tiff，例如 this one它应该可以快速加载而没有问题。

如果您使用 C:\Python35\python.exe C:\Python35\Scripts\pyinstaller.exe --additional-hooks-dir=. --clean --win-private-assemblies tiffile_problems.py当您运行它时，您应该会得到一个带有上述错误消息的功能性 .exe。当您尝试加载相同的 tiff 时，现在需要更长的时间。

tiffile_problems.py

#!/usr/bin/env python3

import os
import sys
import traceback
import numpy as np
import matplotlib.pyplot as plt

from PyQt4.QtGui import *
from PyQt4.QtCore import *

sys.path.append('..')

from MBE_for_SO.util import fileloader, fileconverter

class NotConvertedError(Exception):
  pass

class FileAlreadyInProjectError(Exception):
  def __init__(self, filename):
    self.filename = filename

class Widget(QWidget):
  def __init__(self, project, parent=None):
    super(Widget, self).__init__(parent)

    if not project:
        self.setup_ui()
        return

  def setup_ui(self):
    vbox = QVBoxLayout()

    ## Related to importing Raws
    self.setWindowTitle('Import Raw File')

    #vbox.addWidget(QLabel('Set the size all data are to be rescaled to'))

    grid = QGridLayout()

    vbox.addLayout(grid)
    vbox.addStretch()

    self.setLayout(vbox)
    self.resize(400, 220)

    self.listview = QListView()
    self.listview.setStyleSheet('QListView::item { height: 26px; }')
    self.listview.setSelectionMode(QAbstractItemView.NoSelection)
    vbox.addWidget(self.listview)

    hbox = QVBoxLayout()
    pb = QPushButton('New Video')
    pb.clicked.connect(self.new_video)
    hbox.addWidget(pb)

    vbox.addLayout(hbox)
    vbox.addStretch()
    self.setLayout(vbox)


  def convert_tif(self, filename):
    path = os.path.splitext(os.path.basename(filename))[0] + '.npy'
    #path = os.path.join(self.project.path, path)

    progress = QProgressDialog('Converting tif to npy...', 'Abort', 0, 100, self)
    progress.setAutoClose(True)
    progress.setMinimumDuration(0)
    progress.setValue(0)

    def callback(value):
      progress.setValue(int(value * 100))
      QApplication.processEvents()

    try:
      fileconverter.tif2npy(filename, path, callback)
      print('Tifffile saved to wherever this script is')
    except:
      # qtutil.critical('Converting tiff to npy failed.')
      progress.close()
    return path

  def to_npy(self, filename):
    if filename.endswith('.raw'):
      print('No raws allowed')
      #filename = self.convert_raw(filename)
    elif filename.endswith('.tif'):
      filename = self.convert_tif(filename)
    else:
      raise fileloader.UnknownFileFormatError()
    return filename

  def import_file(self, filename):
    if not filename.endswith('.npy'):
      new_filename = self.to_npy(filename)
      if not new_filename:
        raise NotConvertedError()
      else:
        filename = new_filename

    return filename

  def import_files(self, filenames):
    for filename in filenames:
      try:
        filename = self.import_file(filename)
      except NotConvertedError:
        # qtutil.warning('Skipping file \'{}\' since not converted.'.format(filename))
        print('Skipping file \'{}\' since not converted.'.format(filename))
      except FileAlreadyInProjectError as e:
        # qtutil.warning('Skipping file \'{}\' since already in project.'.format(e.filename))
        print('Skipping file \'{}\' since already in project.'.format(e.filename))
      except:
        # qtutil.critical('Import of \'{}\' failed:\n'.format(filename) +\
        #   traceback.format_exc())
        print('Import of \'{}\' failed:\n'.format(filename) + traceback.format_exc())
      # else:
      #   self.listview.model().appendRow(QStandardItem(filename))

  def new_video(self):
    filenames = QFileDialog.getOpenFileNames(
      self, 'Load images', QSettings().value('last_load_data_path'),
      'Video files (*.npy *.tif *.raw)')
    if not filenames:
      return
    QSettings().setValue('last_load_data_path', os.path.dirname(filenames[0]))
    self.import_files(filenames)

class MyPlugin:
  def __init__(self, project):
    self.name = 'Import video files'
    self.widget = Widget(project)

  def run(self):
    pass

if __name__ == '__main__':
  app = QApplication(sys.argv)
  app.aboutToQuit.connect(app.deleteLater)
  w = QMainWindow()
  w.setCentralWidget(Widget(None))
  w.show()
  app.exec_()
  sys.exit()

文件转换器.py

#!/usr/bin/env python3

import os
import numpy as np

import tifffile as tiff

class ConvertError(Exception):
  pass

def tif2npy(filename_from, filename_to, progress_callback):
  with tiff.TiffFile(filename_from) as tif:
    w, h = tif[0].shape
    shape = len(tif), w, h
    np.save(filename_to, np.empty(shape, tif[0].dtype))
    fp = np.load(filename_to, mmap_mode='r+')
    for i, page in enumerate(tif):
      progress_callback(i / float(shape[0]-1))
      fp[i] = page.asarray()

def raw2npy(filename_from, filename_to, dtype, width, height,
  num_channels, channel, progress_callback):
    fp = np.memmap(filename_from, dtype, 'r')
    frame_size = width * height * num_channels
    if len(fp) % frame_size:
      raise ConvertError()
    num_frames = len(fp) / frame_size
    fp = np.memmap(filename_from, dtype, 'r',
      shape=(num_frames, width, height, num_channels))
    np.save(filename_to, np.empty((num_frames, width, height), dtype))
    fp_to = np.load(filename_to, mmap_mode='r+')
    for i, frame in enumerate(fp):
      progress_callback(i / float(len(fp)-1))
      fp_to[i] = frame[:,:,channel-1]

文件加载器.py

#!/usr/bin/env python3

import numpy as np

class UnknownFileFormatError(Exception):
  pass

def load_npy(filename):
  frames = np.load(filename)
  # frames[np.isnan(frames)] = 0
  return frames

def load_file(filename):
  if filename.endswith('.npy'):
    frames = load_npy(filename)
  else:
    raise UnknownFileFormatError()
  return frames

def load_reference_frame_npy(filename, offset):
  frames_mmap = np.load(filename, mmap_mode='c')
  if frames_mmap is None:
    return None
  frame = np.array(frames_mmap[offset])
  frame[np.isnan(frame)] = 0
  frame = frame.swapaxes(0, 1)
  if frame.ndim == 2:
    frame = frame[:, ::-1]
  elif frame.ndim == 3:
    frame = frame[:, ::-1, :]
  return frame

def load_reference_frame(filename, offset=0):
  if filename.endswith('.npy'):
    frame = load_reference_frame_npy(filename, offset)
  else:
    raise UnknownFileFormatError()
  return frame

为什么？我该如何解决这个问题？我找到了 tifffile.py, tifffile.cpython-35.pyc, tifffile.c并将它们全部放在与.exe相同的目录中。没有效果。 _tifffile.cp35-win_amd64.pyd由 pyinstaller 创建并放置在与 .exe 相同的目录中。我不知道我还有什么其他选择。

tifffile_problems.spec

# -*- mode: python -*-

block_cipher = None


a = Analysis(['tiffile_problems.py'],
             pathex=['C:\\Users\\Cornelis\\PycharmProjects\\tester\\MBE_for_SO'],
             binaries=None,
             datas=None,
             hiddenimports=[],
             hookspath=[],
             runtime_hooks=[],
             excludes=[],
             win_no_prefer_redirects=False,
             win_private_assemblies=True,
             cipher=block_cipher)
pyz = PYZ(a.pure, a.zipped_data,
             cipher=block_cipher)
exe = EXE(pyz,
          a.scripts,
          exclude_binaries=True,
          name='tiffile_problems',
          debug=False,
          strip=False,
          upx=True,
          console=True )
coll = COLLECT(exe,
               a.binaries,
               a.zipfiles,
               a.datas,
               strip=False,
               upx=True,
               name='tiffile_problems')

使用 C:\Python35\python.exe C:\Python35\Scripts\pyinstaller.exe --additional-hooks-dir=. --clean --win-private-assemblies --onefile tiffile_problems.py 时的 tiffile.spec

# -*- mode: python -*-

block_cipher = None


a = Analysis(['tiffile_problems.py'],
             pathex=['C:\\Users\\Cornelis\\PycharmProjects\\tester\\MBE_for_SO'],
             binaries=None,
             datas=None,
             hiddenimports=[],
             hookspath=['.'],
             runtime_hooks=[],
             excludes=[],
             win_no_prefer_redirects=False,
             win_private_assemblies=True,
             cipher=block_cipher)
pyz = PYZ(a.pure, a.zipped_data,
             cipher=block_cipher)
exe = EXE(pyz,
          a.scripts,
          a.binaries,
          a.zipfiles,
          a.datas,
          name='tiffile_problems',
          debug=False,
          strip=False,
          upx=True,
          console=True )

Answer 1

我认为 muggy 对 __package__ 的古怪之处是正确的。导致这里的问题。我还没有找到修复的确切原因，但这似乎通过对 pyinstaller 的最新更新得到解决。 .检查您的版本:

→ pyinstaller --version
3.2.1

并升级

→ pip3 install --upgrade pyinstaller

此更新仅在 2017 年 1 月 15 日进行，因此当您最初询问时这不会有帮助，但现在确实有帮助。