'save multiple objects to zip directly from memory
I'd like to save multiple objects, e.g. figures, created in a loop directly to a zip file, without saving them in directory.
At the moment I'm saving the figures in a folder and then zipping them.
import matplotlib.pyplot as plt
from zipfile import ZipFile
for i in range(10):
plt.plot([i, i])
plt.savefig('fig_' + str(i) + '.png')
plt.close()
image_list = []
for file in os.listdir(save_path):
if file.endswith(".png"):
image_list.append(os.path.join(save_path, file))
with ZipFile(os.path.join(save_path, 'export.zip'), 'w') as zip:
for file in image_list:
zip.write(file)
In case of positive answer, is there a way to do the same for any kind of object or does it depend on object type?
Solution 1:[1]
@BoarGules pointed out [Python.Docs]: ZipFile.writestr(zinfo_or_arcname, data, compress_type=None, compresslevel=None) that allows creating a zip file member with contents from memory
[SO]: how to save a pylab figure into in-memory file which can be read into PIL image? (@unutbu's answer) shows how to save a plot image contents in memory ([Matplotlib]: matplotlib.pyplot.savefig), via [Python.Docs]: class io.BytesIO([initial_bytes])
All you have to do, is combining the above 2
code00.py:
#!/usr/bin/env python
import sys
import matplotlib.pyplot as plt
import zipfile
import io
def main(*argv):
zip_file_name = "export.zip"
print("Creating archive: {:s}".format(zip_file_name))
with zipfile.ZipFile(zip_file_name, mode="w") as zf:
for i in range(3):
plt.plot([i, i])
buf = io.BytesIO()
plt.savefig(buf)
plt.close()
img_name = "fig_{:02d}.png".format(i)
print(" Writing image {:s} in the archive".format(img_name))
zf.writestr(img_name, buf.getvalue())
if __name__ == "__main__":
print("Python {0:s} {1:d}bit on {2:s}\n".format(" ".join(item.strip() for item in sys.version.split("\n")), 64 if sys.maxsize > 0x100000000 else 32, sys.platform))
rc = main(sys.argv[1:])
print("\nDone.")
sys.exit(rc)
Output:
[cfati@CFATI-5510-0:e:\Work\Dev\StackOverflow\q055616877]> dir /b code00.py [cfati@CFATI-5510-0:e:\Work\Dev\StackOverflow\q055616877]> "e:\Work\Dev\VEnvs\py_pc064_03.08.07_test0\Scripts\python.exe" code00.py Python 3.8.7 (tags/v3.8.7:6503f05, Dec 21 2020, 17:59:51) [MSC v.1928 64 bit (AMD64)] 64bit on win32 Creating archive: export.zip Writing image fig_00.png in the archive Writing image fig_01.png in the archive Writing image fig_02.png in the archive Done. [cfati@CFATI-5510-0:e:\Work\Dev\StackOverflow\q055616877]> dir /b code00.py export.zip
As you'll notice, the (image) files are not compressed at all (archive size is slightly greater than the sum of the member sizes). To enable compression, also pass compression=zipfile.ZIP_DEFLATED
to ZipFile's initializer.
Sources
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Source: Stack Overflow
Solution | Source |
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Solution 1 |