From 5b526ecc134bd84172dfd2fa7a29563aac713192 Mon Sep 17 00:00:00 2001 From: Joshua Coles Date: Fri, 3 Mar 2023 17:05:19 +0000 Subject: [PATCH] Rust works! --- notebooks/stick-probability.ipynb | 1243 ++++++++++++++++++++++++++++- tools/calc-fd.py | 68 ++ tools/copy-run.bash | 4 + tools/sp-harness.bash | 2 +- 4 files changed, 1308 insertions(+), 9 deletions(-) create mode 100644 tools/calc-fd.py create mode 100755 tools/copy-run.bash diff --git a/notebooks/stick-probability.ipynb b/notebooks/stick-probability.ipynb index 9c91cf6..6bb7c25 100644 --- a/notebooks/stick-probability.ipynb +++ b/notebooks/stick-probability.ipynb @@ -48368,7 +48368,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 62, "outputs": [ { "name": "stderr", @@ -49375,12 +49375,1027 @@ "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", " result = getattr(ufunc, method)(*inputs, **kwargs)\n", "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/numpy/lib/arraysetops.py:89: RuntimeWarning: invalid value encountered in subtract\n", + " return ary[1:] - ary[:-1]\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/numpy/lib/arraysetops.py:89: RuntimeWarning: invalid value encountered in subtract\n", " return ary[1:] - ary[:-1]\n" ] + }, + { + "ename": "ValueError", + "evalue": "not enough values to unpack (expected 2, got 0)", + "output_type": "error", + "traceback": [ + "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m", + "\u001B[0;31mValueError\u001B[0m Traceback (most recent call last)", + "Cell \u001B[0;32mIn[62], line 3\u001B[0m\n\u001B[1;32m 1\u001B[0m rust_int_fd89d3f \u001B[38;5;241m=\u001B[39m read_sp_full(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m../data/rust-int-fd89d3f\u001B[39m\u001B[38;5;124m\"\u001B[39m)\n\u001B[1;32m 2\u001B[0m rust_int_dc64117 \u001B[38;5;241m=\u001B[39m read_sp_full(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124m../data/rust-int-dc64117\u001B[39m\u001B[38;5;124m\"\u001B[39m)\n\u001B[0;32m----> 3\u001B[0m rust_sp_ac6e176 \u001B[38;5;241m=\u001B[39m \u001B[43mread_sp_full\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[38;5;124;43m./data/rust-sp-ac6e176\u001B[39;49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[43m)\u001B[49m\n", + "Cell \u001B[0;32mIn[34], line 13\u001B[0m, in \u001B[0;36mread_sp_full\u001B[0;34m(probabilities_dir)\u001B[0m\n\u001B[1;32m 11\u001B[0m b \u001B[38;5;241m=\u001B[39m [fd_of_dfs(dfs) \u001B[38;5;28;01mfor\u001B[39;00m (p, dfs) \u001B[38;5;129;01min\u001B[39;00m a]\n\u001B[1;32m 12\u001B[0m ps \u001B[38;5;241m=\u001B[39m [p \u001B[38;5;28;01mfor\u001B[39;00m (p, dfs) \u001B[38;5;129;01min\u001B[39;00m a]\n\u001B[0;32m---> 13\u001B[0m means, stds \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mlist\u001B[39m(\u001B[38;5;28mzip\u001B[39m(\u001B[38;5;241m*\u001B[39mb))\n\u001B[1;32m 14\u001B[0m c \u001B[38;5;241m=\u001B[39m pd\u001B[38;5;241m.\u001B[39mDataFrame(\u001B[38;5;28mzip\u001B[39m(ps, means, stds), columns\u001B[38;5;241m=\u001B[39m[\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mp\u001B[39m\u001B[38;5;124m'\u001B[39m, \u001B[38;5;124m'\u001B[39m\u001B[38;5;124mfd_mean\u001B[39m\u001B[38;5;124m'\u001B[39m, \u001B[38;5;124m'\u001B[39m\u001B[38;5;124mfd_std\u001B[39m\u001B[38;5;124m'\u001B[39m])\n\u001B[1;32m 15\u001B[0m c\u001B[38;5;241m.\u001B[39msort_values(by\u001B[38;5;241m=\u001B[39m\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mp\u001B[39m\u001B[38;5;124m'\u001B[39m, inplace\u001B[38;5;241m=\u001B[39m\u001B[38;5;28;01mTrue\u001B[39;00m)\n", + "\u001B[0;31mValueError\u001B[0m: not enough values to unpack (expected 2, got 0)" + ] } ], "source": [ - "rust_int_fd89d3f = read_sp_full(\"../data/rust-int-fd89d3f\")" + "rust_int_fd89d3f = read_sp_full(\"../data/rust-int-fd89d3f\")\n", + "rust_int_dc64117 = read_sp_full(\"../data/rust-int-dc64117\")" ], "metadata": { "collapsed": false @@ -49388,20 +50403,49 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": null, + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 92, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/numpy/lib/arraysetops.py:89: RuntimeWarning: invalid value encountered in subtract\n", + " return ary[1:] - ary[:-1]\n" + ] + } + ], + "source": [ + "rust_sp_de88205 = read_sp_full(\"../data/rust-sp-de88205\")" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 93, "outputs": [ { "data": { - "text/plain": "[]" + "text/plain": "[]" }, - "execution_count": 56, + "execution_count": 93, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", - "image/png": 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" + "image/png": 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" }, "metadata": {}, "output_type": "display_data" @@ -49414,8 +50458,10 @@ "# plt.plot(rsp_f585358.p, rsp_f585358.fd_mean)\n", "# plt.plot(rsp_51ad848.p, rsp_51ad848.fd_mean)\n", "# plt.plot(rsp_da53077.p, rsp_da53077.fd_mean)\n", - "plt.plot(rsp_0a56c6f.p, rsp_0a56c6f.fd_mean)\n", - "plt.plot(rust_int_fd89d3f.p, rust_int_fd89d3f.fd_mean)" + "# plt.plot(rsp_0a56c6f.p, rsp_0a56c6f.fd_mean)\n", + "# plt.plot(rust_int_fd89d3f.p, rust_int_fd89d3f.fd_mean)\n", + "# plt.plot(rust_int_dc64117.p, rust_int_dc64117.fd_mean)\n", + "plt.plot(rust_sp_de88205.p, rust_sp_de88205.fd_mean)" ], "metadata": { "collapsed": false @@ -49480,6 +50526,26 @@ "collapsed": false } }, + { + "cell_type": "code", + "execution_count": 91, + "outputs": [ + { + "data": { + "text/plain": "{'divide': 'warn', 'over': 'warn', 'under': 'ignore', 'invalid': 'warn'}" + }, + "execution_count": 91, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.seterr(divide='ignore')" + ], + "metadata": { + "collapsed": false + } + }, { "cell_type": "code", "execution_count": 134, @@ -49754,6 +50820,158 @@ "collapsed": false } }, + { + "cell_type": "code", + "execution_count": 65, + "outputs": [ + { + "data": { + "text/plain": "(0.3, [])" + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "read_sp_dir(\"./data/rust-sp-ac6e176/0.3\")" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 71, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n", + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n" + ] + } + ], + "source": [ + "p, pdfs = read_sp_dir(\"/Users/joshuacoles/Developer/checkouts/jc3091/CompB DLA/data-analysis/data/rust-sp-ac6e176/0.2\")" + ], + "metadata": { + "collapsed": false + } + }, + { + "cell_type": "code", + "execution_count": 74, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/joshuacoles/Library/Caches/pypoetry/virtualenvs/data-analysis-B4Au_hWl-py3.10/lib/python3.10/site-packages/numpy/lib/arraysetops.py:89: RuntimeWarning: invalid value encountered in subtract\n", + " return ary[1:] - ary[:-1]\n" + ] + }, + { + "data": { + "text/plain": "(0.2, (1.8355716895653595, 0.024029333380630867))" + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p, fd_of_dfs(pdfs)" + ], + "metadata": { + "collapsed": false + } + }, { "cell_type": "code", "execution_count": null, @@ -49762,6 +50980,15 @@ "metadata": { "collapsed": false } + }, + { + "cell_type": "markdown", + "source": [ + "Hmmm even with a different RNG I still get a dip around 0.6, I think theres something hiding there" + ], + "metadata": { + "collapsed": false + } } ], "metadata": { diff --git a/tools/calc-fd.py b/tools/calc-fd.py new file mode 100644 index 0000000..01e7ecf --- /dev/null +++ b/tools/calc-fd.py @@ -0,0 +1,68 @@ +from pathlib import Path +import pandas as pd +import numpy as np +import matplotlib.pyplot as plt +import scipy +from glob import glob + + +def read_xy(path: str): + df = pd.read_csv(path, skipinitialspace=True) + df['N'] = df.index + 1 + df['r'] = (df.x ** 2 + df.y ** 2) ** 0.5 + df['cr'] = df.r.cummax() + df['fd'] = np.log(df.N) / np.log(df.cr) + + return df + + +def read_all(load_dir: str): + paths = glob(f'{load_dir}/*.csv') + return [read_xy(path) for path in paths] + + +def stick_prob_from_load_dir(load_dir: str): + return float(Path(load_dir).name) + + +def read_sp_dir(load_dir: str): + return stick_prob_from_load_dir(load_dir), read_all(load_dir) + + +def read_sp_full(probabilities_dir: str): + a = [read_sp_dir(load_dir) for load_dir in glob(f'{probabilities_dir}/*')] + b = [fd_of_dfs(dfs) for (p, dfs) in a] + ps = [p for (p, dfs) in a] + means, stds = list(zip(*b)) + c = pd.DataFrame(zip(ps, means, stds), columns=['p', 'fd_mean', 'fd_std']) + c.sort_values(by='p', inplace=True) + return c + + +def convergent_tail_index(series, tol): + diffs = np.abs(np.ediff1d(series)) + for i in range(0, len(diffs)): + if np.max(diffs[i:]) <= tol: + return i + + # No convergence found + return None + + +def mean_of_tail(series, tol=0.05): + tail_index = convergent_tail_index(series, tol) + return np.mean(series[tail_index:]) + + +def fd_of_dfs(dfs): + fds = [mean_of_tail(df.fd, 0.001) for df in dfs] + fds_clean = [f for f in fds if f < np.inf] + return np.mean(fds_clean), np.std(fds_clean) + + +import sys +print(sys.argv) +np.seterr(divide='ignore') + +argv_ = sys.argv[1] +print(read_sp_full(argv_)) diff --git a/tools/copy-run.bash b/tools/copy-run.bash new file mode 100755 index 0000000..4412e39 --- /dev/null +++ b/tools/copy-run.bash @@ -0,0 +1,4 @@ +REF=$(cd "/Users/joshuacoles/Developer/checkouts/jc3091/CompB DLA/rust-codebase/" && git rev-parse --short HEAD && cargo build --release) +cp "/Users/joshuacoles/Developer/checkouts/jc3091/CompB DLA/rust-codebase/target/release/model" ./model-$REF +#./tools/sp-harness.bash ./model-$REF rust-sp-$REF $(seq 0.2 0.4 1) +echo ./model-$REF created \ No newline at end of file diff --git a/tools/sp-harness.bash b/tools/sp-harness.bash index d0a0d40..dec280d 100755 --- a/tools/sp-harness.bash +++ b/tools/sp-harness.bash @@ -21,4 +21,4 @@ done MAX_PARTICLES="${MAX_PARTICLES:=2000}" -parallel "'$MODEL'" '{1}' $MAX_PARTICLES '{2}' "$ROOT/{2}/{1}.csv" ::: {1..100} ::: $PROBABILITIES +RUST_BACKTRACE=1 parallel "'$MODEL'" '{1}' $MAX_PARTICLES '{2}' "$ROOT/{2}/{1}.csv" ::: {1..100} ::: $PROBABILITIES