[Snyk] Security upgrade scipy from 1.1.0 to 1.10.0rc1

[terrorizer1980]

This PR was automatically created by Snyk using the credentials of a real user.

Snyk has created this PR to fix one or more vulnerable packages in the `pip` dependencies of this project.

Changes included in this PR

• Changes to the following files to upgrade the vulnerable dependencies to a fixed version:
  • sdks/python/apache_beam/testing/benchmarks/chicago_taxi/requirements.txt

⚠️ Warning

tensorflow-transform 0.13.0 has requirement protobuf<4,>=3.7, but you have protobuf 4.23.3.
tensorflow-model-analysis 0.13.2 requires scipy, which is not installed.
tensorflow-model-analysis 0.13.2 has requirement ipywidgets<8,>=7, but you have ipywidgets 8.0.7.
tensorflow-model-analysis 0.13.2 has requirement protobuf<4,>=3.7, but you have protobuf 4.23.3.
tensorflow-metadata 0.13.0 has requirement protobuf<4,>=3.7, but you have protobuf 4.23.3.
tensorflow-data-validation 0.13.1 has requirement absl-py<1,>=0.1.6, but you have absl-py 1.4.0.
tensorflow-data-validation 0.13.1 has requirement protobuf<4,>=3.7, but you have protobuf 4.23.3.
scikit-learn 0.24.2 requires scipy, which is not installed.
notebook 5.7.16 has requirement nbconvert<6.0, but you have nbconvert 7.6.0.
jupyter-console 6.6.3 has requirement jupyter-client>=7.0.0, but you have jupyter-client 6.2.0.
google-auth 2.21.0 has requirement urllib3<2.0, but you have urllib3 2.0.3.

Vulnerabilities that will be fixed

By pinning:

Severity	Priority Score (*)	Issue	Upgrade	Breaking Change	Exploit Maturity
	661/1000 Why? Recently disclosed, Has a fix available, CVSS 7.5	Denial of Service (DoS) SNYK-PYTHON-SCIPY-5756497	scipy: 1.1.0 -> 1.10.0rc1	No	No Known Exploit

(*) Note that the real score may have changed since the PR was raised.

Some vulnerabilities couldn't be fully fixed and so Snyk will still find them when the project is tested again. This may be because the vulnerability existed within more than one direct dependency, but not all of the affected dependencies could be upgraded.

Check the changes in this PR to ensure they won't cause issues with your project.

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For more information:
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🦉 Denial of Service (DoS)

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