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PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

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as stand alone `serial_gfql` function atm, not `g.gfql` yet

for rare cases first encountered in avr-59k['Source_IP4_Subnet_16'] dataset, for example `graphistry.nodes(avr59k_splunk['Source_IP4_Subnet_16'].dropna()).umap()` would throw type error [see end of this thread](https://graphistry.slack.com/archives/C033H1S0DA6/p1716308253862969?thread_ts=1716307584.556219&cid=C033H1S0DA6)

**Describe the bug** pip install graphistry[umap_learn] finds cupy import error when running umap even if engine=umap_learn. Pip installing cupy doesn't resolve problem. **To Reproduce** ```python g.umap(engine='umap_learn') ``` **Expected behavior** Confirmed...

bug

smart dep_manager without cu_cat stuff

**Describe the bug** Regular PR fails on mypy analysis of feature_utils: https://github.com/graphistry/pygraphistry/actions/runs/9800176651/job/27061697437?pr=573 **PyGraphistry API client environment** - Where run: GHA CI - Version: 0.33.8 (main) **Additional context** ``` + mypy...

bug
help wanted
p3
good-first-issue
infra

**Describe the bug** User reported this issue, but I recalled they were not using register function from previous conversation. Some visualizations run without register, but this one fails. demo notebook...

bug

**Is your feature request related to a problem? Please describe.** string type will result in a histogram listing the x most common cols in graphistry ui numerical type will result...

enhancement

**Describe the bug** when IDs are int64, graphviz_layout() throws an error: ``` ValueError: You are trying to merge on object and int64 columns. If you wish to proceed you should...

bug

**Describe the bug** Triggered this warning in `materialize_nodes()` in pandas `2.2.2` ``` /opt/conda/lib/python3.10/site-packages/graphistry/compute/ComputeMixin.py:135: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through...

bug
p3