{"version":"1.0","type":"rich","title":"Gist 08eab60dbb32cefc4b2769ddf53fa43e","description":"This example demonstrates a Python helper function for logging during pandas DataFrame method chaining. The code defines `csnap`, which accepts a DataFrame, an optional function (defaulting to `lambda x: x.shape`), and an optional message, then prints the message and logs the function’s result via the `logging` module. It writes debug output to `mylog.log` using a `FileHandler` with a timestamped formatter, and returns the original DataFrame unchanged to preserve chaining. The snippet shows a debugging utility rather than a visual plot, relying on Python’s standard `logging` API.","provider_name":"VizHub AI Studio","provider_url":"https://next.vizhub.com","html":"<iframe src=\"https://next.vizhub.com/viz/gist-08eab60dbb32cefc4b2769ddf53fa43e?mode=embed\" width=\"960\" height=\"500\" scrolling=\"no\" frameborder=\"1\"></iframe>","width":960,"height":500,"cache_age":3600}