python-record-api
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data-apis
Inferring Python API signatures from tracing usage.
Strings are things like column names; there is no point treating those as separate types, it gives a huge amount of pollution in the generated type annotations. Example: [typing/pandas.core.frame.py](https://github.com/data-apis/python-record-api/blob/master/data/typing/pandas.core.frame.py) has...
I was looking for `def sin` and other such functions in `typing/numpy.py`, and they're missing completely. It's unclear why. The actual question I was trying to figure out is: how...
This PR includes a notebook directory under which is the documentation for running the python record api tooling over a notebook.
An issue arose when analyzing GeoPandas and its consumption of Pandas APIs. GeoPandas subclasses Pandas (see [here](https://github.com/geopandas/geopandas/blob/e506de5900685cb3cae72dc89ea6f9ff92ceaf45/geopandas/geodataframe.py#L47)), so, in principle, a subclassed method should correspond to an equivalent Pandas DataFrame...
Currently, if a library calls another library through their C API we are unable to trace it. This includes calling anything in Cython. This is too bad, because a lot...
One thing we should add is the ability to record the return type from a function. This would help us understand the signatures better. Also, it could help with another...
So the pandas test suite ran out of memory again in Kubernetes. It used up ~13Gb and then was killed, because the pods only have that much available. I am...
During the tracing, it's helpful to know not only which methods on the ufuncs class are called (`__call__`, `reduce`, etc) but also which ufuncs themselves are used (`add`, `multiple`, etc)....
There were some comments [here](https://gist.github.com/crusaderky/cf0575cfeeee8faa1bb1b3480bc4a87a#gistcomment-3438723) by @Caagr98 on how we can clean up our ability to access the Python stack, that we could try to incorporate. I haven't looked into...
Look at libraries.io for other usage, like: https://libraries.io/pypi/numpy/usage NumPy (over ~5k stars): - [ ] django: Doesn't use pytest https://code.djangoproject.com/ticket/30415 - [x] matplotlib - [x] scipy - [ ] keras:...