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  1. app.py +41 -0
  2. requirements.txt +502 -0
app.py ADDED
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1
+ # -*- coding: utf-8 -*-
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+ """S-D-XL-pipeline.ipynb
3
+
4
+ Automatically generated by Colaboratory.
5
+
6
+ Original file is located at
7
+ https://colab.research.google.com/drive/1iDFfGVa5XpZSZ1yzv-HeFpiB763xt67D
8
+ """
9
+
10
+ import requests
11
+ import gradio as gr
12
+ from PIL import Image
13
+ import io
14
+ from transformers import utils
15
+ utils.move_cache()
16
+ import os
17
+
18
+
19
+ hf_token = os.getenv('HF_TOKEN')
20
+
21
+ API_URL = "https://api-inference.huggingface.co/models/stabilityai/stable-diffusion-xl-base-1.0"
22
+ headers = {"Authorization": "Bearer {hf_token}"}
23
+
24
+ def query(payload):
25
+ response = requests.post(API_URL, headers=headers, json=payload)
26
+ return response.content
27
+
28
+ def generate_image(prompt):
29
+ image_bytes = query({"inputs": prompt})
30
+ image = Image.open(io.BytesIO(image_bytes))
31
+ return image
32
+
33
+ iface = gr.Interface(
34
+ fn=generate_image,
35
+ inputs="text",
36
+ outputs="image",
37
+ title="Stable-Diffusion-XL for high quality image generation"
38
+ )
39
+
40
+ iface.launch()
41
+
requirements.txt ADDED
@@ -0,0 +1,502 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ absl-py==1.4.0
2
+ accelerate==0.26.1
3
+ aiofiles==23.2.1
4
+ aiohttp==3.9.1
5
+ aiosignal==1.3.1
6
+ alabaster==0.7.16
7
+ albumentations==1.3.1
8
+ altair==4.2.2
9
+ annotated-types==0.6.0
10
+ anyio==3.7.1
11
+ appdirs==1.4.4
12
+ argon2-cffi==23.1.0
13
+ argon2-cffi-bindings==21.2.0
14
+ array-record==0.5.0
15
+ arviz==0.15.1
16
+ astropy==5.3.4
17
+ astunparse==1.6.3
18
+ async-timeout==4.0.3
19
+ atpublic==4.0
20
+ attrs==23.2.0
21
+ audioread==3.0.1
22
+ autograd==1.6.2
23
+ Babel==2.14.0
24
+ backcall==0.2.0
25
+ beautifulsoup4==4.11.2
26
+ bidict==0.22.1
27
+ bigframes==0.19.2
28
+ bleach==6.1.0
29
+ blinker==1.4
30
+ blis==0.7.11
31
+ blosc2==2.0.0
32
+ bokeh==3.3.4
33
+ bqplot==0.12.42
34
+ branca==0.7.0
35
+ build==1.0.3
36
+ CacheControl==0.13.1
37
+ cachetools==5.3.2
38
+ catalogue==2.0.10
39
+ certifi==2023.11.17
40
+ cffi==1.16.0
41
+ chardet==5.2.0
42
+ charset-normalizer==3.3.2
43
+ chex==0.1.7
44
+ click==8.1.7
45
+ click-plugins==1.1.1
46
+ cligj==0.7.2
47
+ cloudpickle==2.2.1
48
+ cmake==3.27.9
49
+ cmdstanpy==1.2.0
50
+ colorama==0.4.6
51
+ colorcet==3.0.1
52
+ colorlover==0.3.0
53
+ colour==0.1.5
54
+ community==1.0.0b1
55
+ confection==0.1.4
56
+ cons==0.4.6
57
+ contextlib2==21.6.0
58
+ contourpy==1.2.0
59
+ cryptography==42.0.1
60
+ cufflinks==0.17.3
61
+ cupy-cuda12x==12.2.0
62
+ cvxopt==1.3.2
63
+ cvxpy==1.3.3
64
+ cycler==0.12.1
65
+ cymem==2.0.8
66
+ Cython==3.0.8
67
+ dask==2023.8.1
68
+ datascience==0.17.6
69
+ db-dtypes==1.2.0
70
+ dbus-python==1.2.18
71
+ debugpy==1.6.6
72
+ decorator==4.4.2
73
+ defusedxml==0.7.1
74
+ diffusers==0.26.0
75
+ diskcache==5.6.3
76
+ distributed==2023.8.1
77
+ distro==1.7.0
78
+ dlib==19.24.2
79
+ dm-tree==0.1.8
80
+ docutils==0.18.1
81
+ dopamine-rl==4.0.6
82
+ duckdb==0.9.2
83
+ earthengine-api==0.1.386
84
+ easydict==1.11
85
+ ecos==2.0.12
86
+ editdistance==0.6.2
87
+ eerepr==0.0.4
88
+ en-core-web-sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.6.0/en_core_web_sm-3.6.0-py3-none-any.whl#sha256=83276fc78a70045627144786b52e1f2728ad5e29e5e43916ec37ea9c26a11212
89
+ entrypoints==0.4
90
+ et-xmlfile==1.1.0
91
+ etils==1.6.0
92
+ etuples==0.3.9
93
+ exceptiongroup==1.2.0
94
+ fastai==2.7.13
95
+ fastapi==0.109.0
96
+ fastcore==1.5.29
97
+ fastdownload==0.0.7
98
+ fastjsonschema==2.19.1
99
+ fastprogress==1.0.3
100
+ fastrlock==0.8.2
101
+ ffmpy==0.3.1
102
+ filelock==3.13.1
103
+ fiona==1.9.5
104
+ firebase-admin==5.3.0
105
+ Flask==2.2.5
106
+ flatbuffers==23.5.26
107
+ flax==0.8.0
108
+ folium==0.14.0
109
+ fonttools==4.47.2
110
+ frozendict==2.4.0
111
+ frozenlist==1.4.1
112
+ fsspec==2023.6.0
113
+ future==0.18.3
114
+ gast==0.5.4
115
+ gcsfs==2023.6.0
116
+ GDAL==3.6.4
117
+ gdown==4.7.3
118
+ geemap==0.30.4
119
+ gensim==4.3.2
120
+ geocoder==1.38.1
121
+ geographiclib==2.0
122
+ geopandas==0.13.2
123
+ geopy==2.3.0
124
+ gin-config==0.5.0
125
+ glob2==0.7
126
+ google==2.0.3
127
+ google-ai-generativelanguage==0.4.0
128
+ google-api-core==2.11.1
129
+ google-api-python-client==2.84.0
130
+ google-auth==2.17.3
131
+ google-auth-httplib2==0.1.1
132
+ google-auth-oauthlib==1.2.0
133
+ google-cloud-aiplatform==1.39.0
134
+ google-cloud-bigquery==3.12.0
135
+ google-cloud-bigquery-connection==1.12.1
136
+ google-cloud-bigquery-storage==2.24.0
137
+ google-cloud-core==2.3.3
138
+ google-cloud-datastore==2.15.2
139
+ google-cloud-firestore==2.11.1
140
+ google-cloud-functions==1.13.3
141
+ google-cloud-iam==2.13.0
142
+ google-cloud-language==2.9.1
143
+ google-cloud-resource-manager==1.11.0
144
+ google-cloud-storage==2.8.0
145
+ google-cloud-translate==3.11.3
146
+ google-colab @ file:///colabtools/dist/google-colab-1.0.0.tar.gz#sha256=47569998adb296660ec3f05a8a9b971062a05444e1d54a70ffc494f5af002d86
147
+ google-crc32c==1.5.0
148
+ google-generativeai==0.3.2
149
+ google-pasta==0.2.0
150
+ google-resumable-media==2.7.0
151
+ googleapis-common-protos==1.62.0
152
+ googledrivedownloader==0.4
153
+ gradio==4.16.0
154
+ gradio_client==0.8.1
155
+ graphviz==0.20.1
156
+ greenlet==3.0.3
157
+ grpc-google-iam-v1==0.13.0
158
+ grpcio==1.60.0
159
+ grpcio-status==1.48.2
160
+ gspread==3.4.2
161
+ gspread-dataframe==3.3.1
162
+ gym==0.25.2
163
+ gym-notices==0.0.8
164
+ h11==0.14.0
165
+ h5netcdf==1.3.0
166
+ h5py==3.9.0
167
+ holidays==0.41
168
+ holoviews==1.17.1
169
+ html5lib==1.1
170
+ httpcore==1.0.2
171
+ httpimport==1.3.1
172
+ httplib2==0.22.0
173
+ httpx==0.26.0
174
+ huggingface-hub==0.20.3
175
+ humanize==4.7.0
176
+ hyperopt==0.2.7
177
+ ibis-framework==7.1.0
178
+ idna==3.6
179
+ imageio==2.31.6
180
+ imageio-ffmpeg==0.4.9
181
+ imagesize==1.4.1
182
+ imbalanced-learn==0.10.1
183
+ imgaug==0.4.0
184
+ importlib-metadata==7.0.1
185
+ importlib-resources==6.1.1
186
+ imutils==0.5.4
187
+ inflect==7.0.0
188
+ iniconfig==2.0.0
189
+ install==1.3.5
190
+ intel-openmp==2023.2.3
191
+ ipyevents==2.0.2
192
+ ipyfilechooser==0.6.0
193
+ ipykernel==5.5.6
194
+ ipyleaflet==0.18.2
195
+ ipython==7.34.0
196
+ ipython-genutils==0.2.0
197
+ ipython-sql==0.5.0
198
+ ipytree==0.2.2
199
+ ipywidgets==7.7.1
200
+ itsdangerous==2.1.2
201
+ jax==0.4.23
202
+ jaxlib @ https://storage.googleapis.com/jax-releases/cuda12/jaxlib-0.4.23+cuda12.cudnn89-cp310-cp310-manylinux2014_x86_64.whl#sha256=8e42000672599e7ec0ea7f551acfcc95dcdd0e22b05a1d1f12f97b56a9fce4a8
203
+ jeepney==0.7.1
204
+ jieba==0.42.1
205
+ Jinja2==3.1.3
206
+ joblib==1.3.2
207
+ jsonpickle==3.0.2
208
+ jsonschema==4.19.2
209
+ jsonschema-specifications==2023.12.1
210
+ jupyter-client==6.1.12
211
+ jupyter-console==6.1.0
212
+ jupyter-server==1.24.0
213
+ jupyter_core==5.7.1
214
+ jupyterlab-widgets==3.0.9
215
+ jupyterlab_pygments==0.3.0
216
+ kaggle==1.5.16
217
+ kagglehub==0.1.6
218
+ keras==2.15.0
219
+ keyring==23.5.0
220
+ kiwisolver==1.4.5
221
+ langcodes==3.3.0
222
+ launchpadlib==1.10.16
223
+ lazr.restfulclient==0.14.4
224
+ lazr.uri==1.0.6
225
+ lazy_loader==0.3
226
+ libclang==16.0.6
227
+ librosa==0.10.1
228
+ lida==0.0.10
229
+ lightgbm==4.1.0
230
+ linkify-it-py==2.0.2
231
+ llmx==0.0.15a0
232
+ llvmlite==0.41.1
233
+ locket==1.0.0
234
+ logical-unification==0.4.6
235
+ lxml==4.9.4
236
+ malloy==2023.1067
237
+ Markdown==3.5.2
238
+ markdown-it-py==3.0.0
239
+ MarkupSafe==2.1.4
240
+ matplotlib==3.7.1
241
+ matplotlib-inline==0.1.6
242
+ matplotlib-venn==0.11.9
243
+ mdit-py-plugins==0.4.0
244
+ mdurl==0.1.2
245
+ miniKanren==1.0.3
246
+ missingno==0.5.2
247
+ mistune==0.8.4
248
+ mizani==0.9.3
249
+ mkl==2023.2.0
250
+ ml-dtypes==0.2.0
251
+ mlxtend==0.22.0
252
+ more-itertools==10.1.0
253
+ moviepy==1.0.3
254
+ mpmath==1.3.0
255
+ msgpack==1.0.7
256
+ multidict==6.0.4
257
+ multipledispatch==1.0.0
258
+ multitasking==0.0.11
259
+ murmurhash==1.0.10
260
+ music21==9.1.0
261
+ natsort==8.4.0
262
+ nbclassic==1.0.0
263
+ nbclient==0.9.0
264
+ nbconvert==6.5.4
265
+ nbformat==5.9.2
266
+ nest-asyncio==1.6.0
267
+ networkx==3.2.1
268
+ nibabel==4.0.2
269
+ nltk==3.8.1
270
+ notebook==6.5.5
271
+ notebook_shim==0.2.3
272
+ numba==0.58.1
273
+ numexpr==2.9.0
274
+ numpy==1.23.5
275
+ oauth2client==4.1.3
276
+ oauthlib==3.2.2
277
+ opencv-contrib-python==4.8.0.76
278
+ opencv-python==4.8.0.76
279
+ opencv-python-headless==4.9.0.80
280
+ openpyxl==3.1.2
281
+ opt-einsum==3.3.0
282
+ optax==0.1.8
283
+ orbax-checkpoint==0.4.4
284
+ orjson==3.9.12
285
+ osqp==0.6.2.post8
286
+ packaging==23.2
287
+ pandas==1.5.3
288
+ pandas-datareader==0.10.0
289
+ pandas-gbq==0.19.2
290
+ pandas-stubs==1.5.3.230304
291
+ pandocfilters==1.5.1
292
+ panel==1.3.8
293
+ param==2.0.2
294
+ parso==0.8.3
295
+ parsy==2.1
296
+ partd==1.4.1
297
+ pathlib==1.0.1
298
+ pathlib_abc==0.1.1
299
+ pathy==0.11.0
300
+ patsy==0.5.6
301
+ peewee==3.17.0
302
+ pexpect==4.9.0
303
+ pickleshare==0.7.5
304
+ Pillow==9.4.0
305
+ pins==0.8.4
306
+ pip-tools==6.13.0
307
+ platformdirs==4.1.0
308
+ plotly==5.15.0
309
+ plotnine==0.12.4
310
+ pluggy==1.4.0
311
+ polars==0.20.2
312
+ pooch==1.8.0
313
+ portpicker==1.5.2
314
+ prefetch-generator==1.0.3
315
+ preshed==3.0.9
316
+ prettytable==3.9.0
317
+ proglog==0.1.10
318
+ progressbar2==4.2.0
319
+ prometheus-client==0.19.0
320
+ promise==2.3
321
+ prompt-toolkit==3.0.43
322
+ prophet==1.1.5
323
+ proto-plus==1.23.0
324
+ protobuf==3.20.3
325
+ psutil==5.9.5
326
+ psycopg2==2.9.9
327
+ ptyprocess==0.7.0
328
+ py-cpuinfo==9.0.0
329
+ py4j==0.10.9.7
330
+ pyarrow==10.0.1
331
+ pyarrow-hotfix==0.6
332
+ pyasn1==0.5.1
333
+ pyasn1-modules==0.3.0
334
+ pycocotools==2.0.7
335
+ pycparser==2.21
336
+ pyct==0.5.0
337
+ pydantic==2.6.0
338
+ pydantic_core==2.16.1
339
+ pydata-google-auth==1.8.2
340
+ pydot==1.4.2
341
+ pydot-ng==2.0.0
342
+ pydotplus==2.0.2
343
+ PyDrive==1.3.1
344
+ PyDrive2==1.6.3
345
+ pydub==0.25.1
346
+ pyerfa==2.0.1.1
347
+ pygame==2.5.2
348
+ Pygments==2.16.1
349
+ PyGObject==3.42.1
350
+ PyJWT==2.3.0
351
+ pymc==5.7.2
352
+ pymystem3==0.2.0
353
+ PyOpenGL==3.1.7
354
+ pyOpenSSL==24.0.0
355
+ pyparsing==3.1.1
356
+ pyperclip==1.8.2
357
+ pyproj==3.6.1
358
+ pyproject_hooks==1.0.0
359
+ pyshp==2.3.1
360
+ PySocks==1.7.1
361
+ pytensor==2.14.2
362
+ pytest==7.4.4
363
+ python-apt==0.0.0
364
+ python-box==7.1.1
365
+ python-dateutil==2.8.2
366
+ python-louvain==0.16
367
+ python-multipart==0.0.6
368
+ python-slugify==8.0.2
369
+ python-utils==3.8.2
370
+ pytz==2023.3.post1
371
+ pyviz_comms==3.0.1
372
+ PyWavelets==1.5.0
373
+ PyYAML==6.0.1
374
+ pyzmq==23.2.1
375
+ qdldl==0.1.7.post0
376
+ qudida==0.0.4
377
+ ratelim==0.1.6
378
+ referencing==0.32.1
379
+ regex==2023.6.3
380
+ requests==2.31.0
381
+ requests-oauthlib==1.3.1
382
+ requirements-parser==0.5.0
383
+ rich==13.7.0
384
+ rpds-py==0.17.1
385
+ rpy2==3.4.2
386
+ rsa==4.9
387
+ ruff==0.1.15
388
+ safetensors==0.4.2
389
+ scikit-image==0.19.3
390
+ scikit-learn==1.2.2
391
+ scipy==1.11.4
392
+ scooby==0.9.2
393
+ scs==3.2.4.post1
394
+ seaborn==0.13.1
395
+ SecretStorage==3.3.1
396
+ semantic-version==2.10.0
397
+ Send2Trash==1.8.2
398
+ sentencepiece==0.1.99
399
+ shapely==2.0.2
400
+ shellingham==1.5.4
401
+ six==1.16.0
402
+ sklearn-pandas==2.2.0
403
+ smart-open==6.4.0
404
+ sniffio==1.3.0
405
+ snowballstemmer==2.2.0
406
+ sortedcontainers==2.4.0
407
+ soundfile==0.12.1
408
+ soupsieve==2.5
409
+ soxr==0.3.7
410
+ spacy==3.6.1
411
+ spacy-legacy==3.0.12
412
+ spacy-loggers==1.0.5
413
+ Sphinx==5.0.2
414
+ sphinxcontrib-applehelp==1.0.8
415
+ sphinxcontrib-devhelp==1.0.6
416
+ sphinxcontrib-htmlhelp==2.0.5
417
+ sphinxcontrib-jsmath==1.0.1
418
+ sphinxcontrib-qthelp==1.0.7
419
+ sphinxcontrib-serializinghtml==1.1.10
420
+ SQLAlchemy==2.0.24
421
+ sqlglot==19.9.0
422
+ sqlparse==0.4.4
423
+ srsly==2.4.8
424
+ stanio==0.3.0
425
+ starlette==0.35.1
426
+ statsmodels==0.14.1
427
+ sympy==1.12
428
+ tables==3.8.0
429
+ tabulate==0.9.0
430
+ tbb==2021.11.0
431
+ tblib==3.0.0
432
+ tenacity==8.2.3
433
+ tensorboard==2.15.1
434
+ tensorboard-data-server==0.7.2
435
+ tensorflow==2.15.0
436
+ tensorflow-datasets==4.9.4
437
+ tensorflow-estimator==2.15.0
438
+ tensorflow-gcs-config==2.15.0
439
+ tensorflow-hub==0.16.0
440
+ tensorflow-io-gcs-filesystem==0.35.0
441
+ tensorflow-metadata==1.14.0
442
+ tensorflow-probability==0.22.0
443
+ tensorstore==0.1.45
444
+ termcolor==2.4.0
445
+ terminado==0.18.0
446
+ text-unidecode==1.3
447
+ textblob==0.17.1
448
+ tf-slim==1.1.0
449
+ thinc==8.1.12
450
+ threadpoolctl==3.2.0
451
+ tifffile==2023.12.9
452
+ tinycss2==1.2.1
453
+ tokenizers==0.15.1
454
+ toml==0.10.2
455
+ tomli==2.0.1
456
+ tomlkit==0.12.0
457
+ toolz==0.12.1
458
+ torch @ https://download.pytorch.org/whl/cu121/torch-2.1.0%2Bcu121-cp310-cp310-linux_x86_64.whl#sha256=0d4e8c52a1fcf5ed6cfc256d9a370fcf4360958fc79d0b08a51d55e70914df46
459
+ torchaudio @ https://download.pytorch.org/whl/cu121/torchaudio-2.1.0%2Bcu121-cp310-cp310-linux_x86_64.whl#sha256=676bda4042734eda99bc59b2d7f761f345d3cde0cad492ad34e3aefde688c6d8
460
+ torchdata==0.7.0
461
+ torchsummary==1.5.1
462
+ torchtext==0.16.0
463
+ torchvision @ https://download.pytorch.org/whl/cu121/torchvision-0.16.0%2Bcu121-cp310-cp310-linux_x86_64.whl#sha256=e76e78d0ad43636c9884b3084ffaea8a8b61f21129fbfa456a5fe734f0affea9
464
+ tornado==6.3.2
465
+ tqdm==4.66.1
466
+ traitlets==5.7.1
467
+ traittypes==0.2.1
468
+ transformers==4.35.2
469
+ triton==2.1.0
470
+ tweepy==4.14.0
471
+ typer==0.9.0
472
+ types-pytz==2023.3.1.1
473
+ types-setuptools==69.0.0.20240125
474
+ typing_extensions==4.9.0
475
+ tzlocal==5.2
476
+ uc-micro-py==1.0.2
477
+ uritemplate==4.1.1
478
+ urllib3==2.0.7
479
+ uvicorn==0.27.0.post1
480
+ vega-datasets==0.9.0
481
+ wadllib==1.3.6
482
+ wasabi==1.1.2
483
+ wcwidth==0.2.13
484
+ webcolors==1.13
485
+ webencodings==0.5.1
486
+ websocket-client==1.7.0
487
+ websockets==11.0.3
488
+ Werkzeug==3.0.1
489
+ widgetsnbextension==3.6.6
490
+ wordcloud==1.9.3
491
+ wrapt==1.14.1
492
+ xarray==2023.7.0
493
+ xarray-einstats==0.7.0
494
+ xgboost==2.0.3
495
+ xlrd==2.0.1
496
+ xxhash==3.4.1
497
+ xyzservices==2023.10.1
498
+ yarl==1.9.4
499
+ yellowbrick==1.5
500
+ yfinance==0.2.36
501
+ zict==3.0.0
502
+ zipp==3.17.0