Thierry Jean

This is an improvement over SQLAlchemy reflection because it doesn't require the existence of an SQLAlchemy driver for the destination

Actually, it is *likely to be impossible* to view "what nodes will be executed before launching execution when using caching". In short, the caching feature needs to "walk the graph"....

## How caching works Before execution, you are certain of your input `data_version` and the `code_version` of **all nodes**. What you don't know is the `data_version` of **all non-input nodes**....

To add, it would be a good time to adopt `uv`. It should reduce time to install Python dependencies, offering a noticeable speedup for plugin tests

@pjfanning I have little experience with pypi, but I want to highlight that we have multiple options for distribution: - pip allows you to install from github `pip install git+https://github.com/apache/hamilton.git`...

> @zilto the ASF frowns on encouraging users to use latest code in git. We aim to do official releases and have reviews and votes to improve the confidence about...

Also, I couldn't find the lines that triggers the reported issue in the Hamilton codebase. > ```py > │ /private/tmp/test/.venv/bin/hamilton:8 in │ > │ │ > │ 5 from hamilton.cli.__main__...

The `hamilton` entrypoint is in `pyproject.toml` inside the `project.entry-points.console_scripts` section. This adds a `hamilton` executable inside the environment when doing `pip install sf-hamilton`. This is where the Python invocation come...

I would raise this as severity "Block usage of Gradio". It makes the library totally unusable in my case. (I was about to file the same issue). I imagine this...

> my take would be to make internal pipeline used in write as invisible as possible > possibly use pipelines-dir to hide it from command line and dashboard. > in...