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⬆️ Update pre-commit and auto fix from hooks
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.pre-commit-config.yaml

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- id: end-of-file-fixer
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- id: trailing-whitespace
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- repo: https://github.com/tox-dev/pyproject-fmt
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rev: v2.11.1
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rev: v2.14.2
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hooks:
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- id: pyproject-fmt
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- repo: https://github.com/abravalheri/validate-pyproject
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rev: v0.24.1
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rev: v0.25
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hooks:
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- id: validate-pyproject
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- repo: https://github.com/sphinx-contrib/sphinx-lint
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entry: isort --profile=black
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name: isort (python)
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- repo: https://github.com/psf/black-pre-commit-mirror
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rev: 25.12.0
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rev: 26.1.0
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hooks:
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- id: black
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- repo: https://github.com/tonybaloney/perflint

docs/conf.py

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import os
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import re
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# Set canonical URL for the sitemap
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html_baseurl = "https://python4data.science/de/latest/"
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import os
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import re
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project = "Python für Data Science"
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author = "Veit Schiele"
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copyright = f"2019–2025, {author}"

docs/data-processing/apis/grpc/accounts_pb2.py

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# Generated by the protocol buffer compiler. DO NOT EDIT!
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# source: accounts.proto
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"""Generated protocol buffer code."""
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from google.protobuf import descriptor as _descriptor
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from google.protobuf import message as _message
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from google.protobuf import reflection as _reflection
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from google.protobuf import symbol_database as _symbol_database
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# @@protoc_insertion_point(imports)
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_sym_db = _symbol_database.Default()

docs/data-processing/apis/grpc/accounts_pb2_grpc.py

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# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT!
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"""Client and server classes corresponding to protobuf-defined services."""
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import accounts_pb2 as accounts__pb2
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import grpc
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docs/productive/git/advanced/exceltocsv.py

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import pandas as pd
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for sheet_name in pd.ExcelFile(sys.argv[1]).sheet_names:
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output = StringIO()
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print("Sheet: %s" % sheet_name)

fastapi/main.py

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from fastapi import FastAPI
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app = FastAPI()
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