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Mine is the python debugger. I was a long holdout thinking that print statements were sufficient. That was untill I started having errors crop up in functions that took minutes to run. The thing that I most notably wish I would have known about is post_mortem. Example —-> 3 print(f’{msg}\n’ * repeats) 4 Debug with iPython/Jupyter Vanilla Debug More For more information about the debugger checkout the real python article. https://realpython.com/python-debugging-pdb/ Also keep a bookmark of the table of pdb commands from the article https://realpython.com/python-debugging-pdb/#essential-pdb-commands Debug Session

I have been using oh-my-zsh successfully for about 2 years now. But lately my startup time has been really bothersome. It has grown to the point where it was taking about 5.5s to startup a shell! This is ok if I am going to spend some time in here for awhile and do some work that benefits from all of the autocompletions, plugins, and shortcuts that oh-my-zsh brings. But to only jump in to run a handful of commands is infuriating. 📑 My Setup I believe the real issue is io speed on wsl. I have some remote servers with similar configs that are 10x faster or more, loading in 100s of milliseconds rather than seconds. Sourcing all of the individual plugin files are just too much for it. 💨 How Fast can it be Quick side note: your zsh config is controled by your ~/.zshrc file. This file can source other files, load plugins, or run literally anything. Time the initial time Move your ~/.zshrc config file. Time the fastest startup possible with nothing in your ~/.zshrc config file. Move your ~/.z…

Vim’s (neovim in my case) location list can provide some very useful information while developing. Mine gives me information about linting and type checking errors with fairly little config. Generally, it sits nicely at the bottom of the screen and barely affects me. Other times, especially while zoomed way in during a presentation, it just gets in the way. Location List eating up the screen while I am zoomed in and trying to live code Toggling the location list Through some google search I found the culprit was syntastic. It has an feature. We can turn it off by setting. Keybindings I want to keep the location list open automatically most of the time, but when I don’t want it to keep opening it’s generally detrimental. Trying to live code while the location list keeps taking up the whole screen is not cool. First, create a function that will toggle both the location list and syntactic together. This binding will allow me to use from normal mode to toggle the location list. I am starti…

Make a connection Make a session Make a Base Class Make your First Model Make your own Base Class to inherit From Use the Custom Base Class

Packages Click Inputs Click primarily takes two forms of inputs Options and arguments. I think of options as keyword argument and arguments as regular positional arguments. Option typically aliased with a shorthand (’-v’, ‘–verbose’) **From the Docs To get the Python argument name, the chosen name is converted to lower case, up to two dashes are removed as the prefix, and other dashes are converted to underscores. Argument positional required no help text supplied by click Yaspin Click Help Colors Colorama Colorama Example Click DidYouMean

See all of my kedro related posts in [[ tag/kedro]]. #kedrotips I am tweeting out most of these snippets as I add them, you can find them all here #kedrotips. 🗣 Heads up Below are some quick snippets/notes for when using kedro to build data pipelines. So far I am just compiling snippets. Eventually I will create several posts on kedro. These are mostly things that I use In my everyday with kedro. Some are a bit more essoteric. Some are helpful when writing production code, some are useful more usefule for exploration. 📚 Catalog CSVLocalDataSet python yaml CSVHTTPDataSet HDFLocalDataSet HDFS3LocalDataSet JSONLocalDataSet ParquetLocalDataSet PickleS3DataSet SQLTableDataSet SQLQueryDataSet TextLocalDataSet ExcelLocalDataSet ⏳ Loading Data Simple Loading list all datasets Saving Data 🔍 Finding data simple keyword search see on #kedrotips multi keyword serch see on #kedrotips 🐒 monkey patch it _see on #kedrotips 🤙 YOLO You Only Load Once simple more refined 🍷 refined like a fine wine 🧀 Make…