tags: Py

• Black unstable features
• mypy notes
• Setting up pylint as external tool in pycharm
• Seaborn barplot ordering gotcha
• Locally debugging Huggingface Dataset scripts
• Huggingface dataset build configs
• python random sample vs random choices
• Pandas adding prefix to columns and making metadata out of column subsets
• Spacy has both Token.lemma_ and Token.norm_
• rich inspect
• Spacy has an attribute_ruler to force specific changes in matches
• pytest approx as almostequal
• Yet another jupyter pandas template thing
• More adventures plotting geodata
• Perceptual image hashes
• poetry running scripts after building python package
• Pytest logging output through CLI
• Tenacity: a retrying library for python
• requests and urllib333 exceptions adventures
• Passing booleans to python argparse as str
• pytest and lru_cache
• python progressbar2
• llm python module for CLI llm or chatGPT use
• Tqdm and logging
• tqdm for iterators with known lengths; manual updating
• poetry add version requirements
• poetry and pyenv
• python library for parsing human dates dateparser
• Custom ordering-sorting in pandas
• Pandas aggregation with multiple columns and/or functions
• Pandas formatting, suppressing scientific notation and display()-ing stuff
• Matplotlib extend limits to fit text
• seaborn label bars in histogram plot
• Everything I know about saving plots in matplotlib, seaborn, plotly, as PNG and vector PDF/EPS etc.
• Vaex iterate through groups
• Using a virtual environment inside jupyter
• Vaex as faster pandas alternative
• jupyter notebook, lab etc. installing extensions magic, paths etc.
• Radar plots
• Seaborn matplotlib labeling data points
• Black for jupyter notebook
• Pandas seaborn pretty correlation code
• Seaborn how-to guide
• Seaborn distributions and KDE plots
• Huggingface datasets can become pandas dataframes
• More matplotlib color fun with cycler package
• matplotlib datetime axes indexing
• Pandas seaborn plotting groupby can be used without reset_index
• Seaborn setting titles and stuff through matplotlib's axis .set() function
• seaborn things built on FacetGrid for easy multiple plots
• Black failing with error about safe mode
• matplotlib labeling pie-charts
• HF token-classification pipeline prediction text
• Python typing annotating functions and callables
• Python logging filters
• Python logging to file and screen with different loglevels
• Pycharm ideavimrc adding closing and reopening tabs
• Python logging change level through context manager
• Python pattern fail on multiple conditions
• Python pathlib Path check if directory is empty
• Spacy custom tokenizer rules
• Python fnmatch glob invalid expressions
• Running modules with pdbpp in python
• Huggingface utils ExplicitEnum python bits
• Creating representative test sets
• Pycharm pytest logging settings
• Python dataclass libraries, pydantic and dataclass-wizard
• Python typing classmethods return type
• Python argparse pass multiple values for argument
• Huggingface Datasets metadata
• Python unpacking operator to get list of dictionary keys from dict_keys
• Pycharm drop into the debugger on failed tests
• Pytest fixtures that yield instead of return for better cleanup code
• pytest-print to print strings when running pytests
• Three libraries for explaining/inspecting/debugging/diagnosing ML
• HF datasets intro google colab
• pycharm nagging me about TODOs before committing might actually be useful
• Using pytest markers in pycharm
• pytest temporary files
• Pycharm explicitly calling breakpoint() during debugging
• Pycharm use requirements.txt
• Use tqdm only if the list is large
• pytest sharing data between test files through pytest.configure
• python run pdb on exception
• Setting up pycharm for poetry, black etc.
• Taskwarrior python bindings
• pytest fixture to make pytest-datafiles return a pathlib.Path
• pytest use conftest.py to run python code before the tests
• Using pytest-datafiles for assets in pytest
• Easier python logging setup with argparse's 'dest' parameter
• poetry pytest takes too long to collect + tell it to ignore certain directories
• python logging explanation of the relationship between root logger and submodule ones
• python pdb stops on keyboard interrupt
• pdppp instead of pdb and ipdb for python debugging
• Python expanding a list by assigning multiple elements to a slice
• First use of python 3.8 walrus operator!
• python None in slice notation
• representing empty strings in ini files
• mypy disabling individual warnings
• Python best practices for 2021
• Python click getting default values from config file
• IPDB move through individual frames
• IPython
• Python Union typing
• Python pytest workshop part 2
• 211209-1354 Python testing basics with poetry and pytest
• 211206-0353 Python multiline regexes
• 211201-1637 mypy and python typing
• 211124-1744 argparse notes
• 211123-2348 poetry for package management