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Ruff

Installation

pip install uv
uv pip install ruff

Checks

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Dependency and security checkers

With the announcement of an xy exploit, some links to potential security tools.

Snyk

https://snyk.io/

https://snyk.io/advisor/python/pip

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Client Tools and Utilities

From a thread on Rust replacements for common utilities https://twitter.com/MilesCranmer

https://crates.io/

Linux Kernel https://git.kernel.org/pub/scm/linux/kernel/

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# Dependabot Cli

https://github.com/dependabot/cli

```shell
go install github.com/dependabot/cli/cmd/dependabot@latest
```

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# https://docs.databricks.com/en/optimizations/aqe.html#configuration

# disable
# spark.databricks.optimizer.adaptive.enabled false
# default
spark.databricks.optimizer.adaptive.enabled true

# default number of partitions to use for shuffling data for joins or aggs
# for small files, set a lower shuffle number
# default

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# Define a window specification that partitions by date and orders by time
window_spec = Window.partitionBy("date").orderBy("time")

# Define a column that calculates the maximum value in a 30 minute window for each row
max_value = F.max("value").over(window_spec.rangeBetween(-1800, 0))

# Define a column that calculates the maximum value for each month
month_max = F.max("value").over(window_spec.rowsBetween(Window.unboundedPreceding, Window.unboundedFollowing))

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# yaml-language-server: $schema=https://aka.ms/configuration-dsc-schema/0.2
# winget configure -f <C:/Users/<username>/winget-configs/config-file-name.dsc.yaml>
properties:
  # assertions:
  #   - resource: Microsoft.Windows.Developer/OsVersion
  #     directives:
  #       description: Verify min OS version requirement
  #       allowPrerelease: true
  #     settings:
  #       MinVersion: '10.0.22000'

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Table of Contents

• set -e, -u, -x, -o pipefail
• set -e
• set -x
• set -u
• set -o pipefail
• Setting IFS
• Original Reference

set -e, -u, -x, -o pipefail

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rustc --version cargo --version

cargo install cargo-quickinstall

cargo quickinstall gitoxide

The default installation, 'max'

cargo install gitoxide

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@echo off
REM spleeter to convert to wav with 4 stems, convert to mp3 with minimal loss.
spleeter separate -p spleeter:4stems -o output %1
SET _file=%1
SET _folder=%_file:.mp3=%
SET _folder=%_folder:"=%
ECHO %_folder%
ffmpeg -vn -ar 44100 -ac 2 -b:a 192k "output\%_folder%\vocals.mp3" -i "output\%_folder%\vocals.wav" 
ffmpeg -vn -ar 44100 -ac 2 -b:a 192k "output\%_folder%\bass.mp3" -i "output\%_folder%\bass.wav"
ffmpeg -vn -ar 44100 -ac 2 -b:a 192k "output\%_folder%\drums.mp3" -i "output\%_folder%\drums.wav"