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How to do it...

  1. Tag the in-house version of the file. Assuming you are using Git, a tag is generated by using the following:
      git tag -a <tag_name> -m "<tag_message>"
# git tag -a v0.3 -m "Changed the calculations"
  1. Upload it to the version control system.
  2. Indicate the local version in the requirements.txt file, as shown in the following example:
      git+https://<vcs>/<dependency>@<tag_name>#egg=<dependency>
# git+https://gitlab/pump_laws@v0.3#egg=pump_laws
  1. Write the constraints.txt file in the same manner as a requirements.txt file. The following example comes from https://github.com/mldbai/mldb (this was released under the Apache v2.0 license by MLDB.ai):
      # math / science / graph stuff
bokeh==0.11.1
numpy==1.10.4
pandas==0.17.1
scipy==0.17.0
openpyxl==2.3.3
patsy==0.4.1
matplotlib==1.5.1
ggplot==0.6.8
Theano==0.7.0
seaborn==0.7.0
scikit-learn==0.17

pymldb==0.8.1
pivottablejs==0.1.0

# Progress bar
tqdm==4.11.0

# notebook and friends
ipython==5.1.0
jupyter==1.0.0
jupyter-client==4.4.0
jupyter-console==5.0.0
jupyter-core==4.2.1

# validator
uWSGI==2.0.12
pycrypto==2.6.1

tornado==4.4.2

## The following requirements were added by pip freeze:
backports-abc==0.5
backports.shutil-get-terminal-size==1.0.0
backports.ssl-match-hostname==3.5.0.1
bleach==1.5.0

***further files truncated***
  1. Next, run the command, pip install -c constraints.txt, to make the file available to Python.
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