mik-laj edited a comment on pull request #12188:
URL: https://github.com/apache/airflow/pull/12188#issuecomment-749921653


   > When I ran breeze locally, I found that azure-storage 0.36 is still 
getting installed
   
   Yes. We have extra protection to prevent image damage. In most cases, the 
constraints file is used to build the image, which contains a set of tested 
libraries. But we would like to update this file automatically sometimes, so we 
need the normal pip install to install the correct dependencies.
   More info: 
   
http://apache-airflow-docs.s3-website.eu-central-1.amazonaws.com/docs/apache-airflow/latest/installation.html
 
   
https://github.com/apache/airflow/blob/master/CONTRIBUTING.rst#pinned-constraint-files
   
   Recently, snowflake-connector-python dropped support for old azure library, 
so now snowflake and azure can't be installed, because pip will have trouble 
finding dependencies.
   See: https://github.com/apache/airflow/pull/13195
   In this PR, I am trying to improve compatibility with newer versions of 
Pinot and the pinot-python library, so I added the label "upgrade to newer 
dependencies" which means the image will be built without constraint, so the 
dependency installation may fail and it happened now. Several libraries have 
been updated and unfortunately, these dependencies do not work.
   
   Here I have compiled a list of the differences between installing with and 
without a constraints file. Most are safe and will be updated soon in 
constraints.txt as well, but we have a few changes we will add to 
setup.py/setup.cfg, so users will be limited in using these libraries.
   ```diff
   diff <(pip freeze | sort) <(curl 
https://raw.githubusercontent.com/apache/airflow/constraints-master/constraints-3.6.txt
 | sort)
   < -e /opt/airflow
   19c18
   < JPype1==1.2.0
   ---
   > JPype1==1.1.2
   30c29
   < Pygments==2.7.3
   ---
   > Pygments==2.7.2
   33,35c32,34
   < SQLAlchemy==1.3.22
   < Sphinx==3.4.0
   < Unidecode==1.1.2
   ---
   > SQLAlchemy==1.3.20
   > Sphinx==3.3.1
   > Unidecode==1.1.1
   56c55
   < aws-sam-translator==1.33.0
   ---
   > aws-sam-translator==1.31.0
   58c57
   < azure-batch==10.0.0
   ---
   > azure-batch==9.0.0
   65c64
   < azure-keyvault-keys==4.3.1
   ---
   > azure-keyvault-keys==4.3.0
   90c89
   < cachetools==4.2.0
   ---
   > cachetools==4.1.1
   94c93
   < certifi==2020.12.5
   ---
   > certifi==2020.11.8
   97c96
   < cfn-lint==0.44.1
   ---
   > cfn-lint==0.42.0
   109c108
   < coverage==5.3.1
   ---
   > coverage==5.3
   111c110
   < cryptography==3.3.1
   ---
   > cryptography==3.2.1
   113,114c112,113
   < cx-Oracle==8.1.0
   < dask==2020.12.0
   ---
   > cx-Oracle==8.0.1
   > dask==2.30.0
   133c132
   < eventlet==0.30.0
   ---
   > eventlet==0.29.1
   135,136c134,135
   < facebook-business==9.0.1
   < fastavro==1.2.1
   ---
   > facebook-business==9.0.0
   > fastavro==1.2.0
   142c141,142
   < flower==0.9.7
   ---
   > flask-swagger==0.2.13
   > flower==0.9.5
   144c144,145
   < fsspec==0.8.5
   ---
   > fsspec==0.8.4
   > funcsigs==1.0.2
   152c153
   < google-api-core==1.24.1
   ---
   > google-api-core==1.23.0
   156c157
   < google-auth==1.24.0
   ---
   > google-auth==1.23.0
   160,161c161,162
   < google-cloud-bigquery==2.6.1
   < google-cloud-bigtable==1.6.1
   ---
   > google-cloud-bigquery==2.4.0
   > google-cloud-bigtable==1.6.0
   163c164
   < google-cloud-core==1.5.0
   ---
   > google-cloud-core==1.4.3
   178c179
   < google-cloud-storage==1.35.0
   ---
   > google-cloud-storage==1.33.0
   184,185c185,186
   < google-crc32c==1.1.0
   < google-resumable-media==1.2.0
   ---
   > google-crc32c==1.0.0
   > google-resumable-media==1.1.0
   191c192
   < grpcio==1.34.0
   ---
   > grpcio==1.33.2
   196,197c197,198
   < humanize==3.2.0
   < hvac==0.10.6
   ---
   > humanize==3.1.0
   > hvac==0.10.5
   212c213
   < isort==5.6.4
   ---
   > isort==4.3.21
   219,220c220,221
   < jsonpatch==1.28
   < jsonpickle==1.4.2
   ---
   > jsonpatch==1.27
   > jsonpickle==1.4.1
   232c233
   < libcst==0.3.16
   ---
   > libcst==0.3.14
   237c238
   < marshmallow==3.10.0
   ---
   > marshmallow==3.9.1
   239c240
   < mock==4.0.3
   ---
   > mock==4.0.2
   245,246c246,247
   < msal==1.8.0
   < msgpack==1.0.2
   ---
   > msal==1.6.0
   > msgpack==1.0.0
   250c251
   < multidict==5.1.0
   ---
   > multidict==5.0.2
   267c268
   < packaging==20.8
   ---
   > packaging==20.4
   269c270
   < pandas==1.1.5
   ---
   > pandas==1.1.4
   281c282
   < pinotdb==0.3.3
   ---
   > pinotdb==0.1.1
   285c286
   < pre-commit==2.9.3
   ---
   > pre-commit==2.9.2
   290c291
   < proto-plus==1.13.0
   ---
   > proto-plus==1.11.0
   292c293
   < psutil==5.8.0
   ---
   > psutil==5.7.3
   296,297c297,298
   < py==1.10.0
   < pyOpenSSL==20.0.1
   ---
   > py==1.9.0
   > pyOpenSSL==19.1.0
   306,307c307,308
   < pydruid==0.6.2
   < pyenchant==3.2.0
   ---
   > pydruid==0.6.1
   > pyenchant==3.1.1
   311,312c312,313
   < pylint==2.6.0
   < pymongo==3.11.2
   ---
   > pylint==2.5.3
   > pymongo==3.11.1
   324,325c325,326
   < pytest-xdist==2.2.0
   < pytest==6.2.1
   ---
   > pytest-xdist==2.1.0
   > pytest==6.1.2
   355c356
   < sendgrid==6.4.8
   ---
   > sendgrid==6.4.7
   357,358c358,359
   < sentry-sdk==0.19.5
   < setproctitle==1.2.1
   ---
   > sentry-sdk==0.19.4
   > setproctitle==1.2
   364c365
   < snowflake-connector-python==2.3.7
   ---
   > snowflake-connector-python==2.3.6
   367c368
   < soupsieve==2.1
   ---
   > soupsieve==2.0.1
   391c392
   < tableauserverclient==0.14.1
   ---
   > tableauserverclient==0.14.0
   396c397
   < testfixtures==6.17.0
   ---
   > testfixtures==6.15.0
   404c405
   < tqdm==4.54.1
   ---
   > tqdm==4.54.0
   414c415
   < vertica-python==1.0.1
   ---
   > vertica-python==1.0.0
   416c417
   < virtualenv==20.2.2
   ---
   > virtualenv==20.2.1
   424c425
   < yandexcloud==0.64.0
   ---
   > yandexcloud==0.61.0
   ```
   We probably wouldn't prioritize this, but we want updates for 
snowflake-connector-python as we have ordered a new update to this library that 
will include other critical changes that prevent the use of snowflake in 
Airflow 2.0. 
   See: https://github.com/apache/airflow/issues/12881
   


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