From 9cb6feeefdf393fff903eb14ee62aad06fbdd17c Mon Sep 17 00:00:00 2001
From: ReenigneArcher <42013603+ReenigneArcher@users.noreply.github.com>
Date: Mon, 19 Aug 2024 22:56:18 -0400
Subject: [PATCH] feat(visuals): option for sunburst
---
notebook/dashboard.ipynb | 2620 +++++++++++++++++++++++++++++++++++++-
1 file changed, 2579 insertions(+), 41 deletions(-)
diff --git a/notebook/dashboard.ipynb b/notebook/dashboard.ipynb
index da2a1b09..0c891940 100644
--- a/notebook/dashboard.ipynb
+++ b/notebook/dashboard.ipynb
@@ -89,6 +89,7 @@
"from github import Github, UnknownObjectException\n",
"import pandas as pd\n",
"import plotly.express as px\n",
+ "import plotly.graph_objects as go\n",
"import plotly.io as pio\n",
"import requests\n",
"\n",
@@ -511,30 +512,67 @@
"df_languages = pd.DataFrame(language_data)\n",
"\n",
"# Aggregate data by language and repo\n",
- "language_counts = df_languages.groupby(['language', 'repo']).agg({\n",
+ "language_counts_bytes = df_languages.groupby(['language', 'repo']).agg({\n",
" 'bytes_of_code': 'sum'\n",
"}).reset_index()\n",
"\n",
- "fig_treemap = px.treemap(\n",
- " language_counts,\n",
- " path=['language', 'repo'],\n",
- " values='bytes_of_code',\n",
- " title='Programming Languages by Bytes of Code (Treemap)',\n",
- " hover_data={'repo': True, 'bytes_of_code': True}\n",
- ")\n",
- "fig_treemap.show()\n",
+ "language_counts_repos = df_languages.groupby(['language', 'repo']).size().reset_index(name='repo_count')\n",
"\n",
- "# Programming Languages by Repo Count\n",
- "language_counts = df_languages.groupby(['language', 'repo']).size().reset_index(name='repo_count')\n",
+ "def create_language_figures(counts: pd.DataFrame, path_key: str, value_key: str):\n",
+ " _fig_treemap = px.treemap(\n",
+ " counts,\n",
+ " path=[path_key, 'repo'],\n",
+ " values=value_key,\n",
+ " )\n",
+ " _fig_sunburst = px.sunburst(\n",
+ " counts,\n",
+ " path=[path_key, 'repo'],\n",
+ " values=value_key,\n",
+ " )\n",
+ " return _fig_treemap, _fig_sunburst\n",
"\n",
- "fig_treemap = px.treemap(\n",
- " language_counts,\n",
- " path=['language', 'repo'],\n",
- " values='repo_count',\n",
- " title='Programming Languages by Repo Count (Treemap)',\n",
- " hover_data={'repo_count': True}\n",
- ")\n",
- "fig_treemap.show()"
+ "# List of tuples containing the data and titles for each figure\n",
+ "figures_data = [\n",
+ " (language_counts_bytes, 'language', 'bytes_of_code', 'Programming Languages by Bytes of Code'),\n",
+ " (language_counts_repos, 'language', 'repo_count', 'Programming Languages by Repo Count')\n",
+ "]\n",
+ "\n",
+ "# Loop through the list to create figures and add traces\n",
+ "for _counts, _path_key, value_key, title in figures_data:\n",
+ " fig_treemap, fig_sunburst = create_language_figures(counts=_counts, path_key=_path_key, value_key=value_key)\n",
+ "\n",
+ " fig = go.Figure()\n",
+ " fig.add_trace(fig_treemap.data[0])\n",
+ " fig.add_trace(fig_sunburst.data[0])\n",
+ " fig.data[1].visible = False\n",
+ "\n",
+ " fig.update_layout(\n",
+ " title=title,\n",
+ " updatemenus=[\n",
+ " {\n",
+ " \"buttons\": [\n",
+ " {\n",
+ " \"label\": \"Treemap\",\n",
+ " \"method\": \"update\",\n",
+ " \"args\": [\n",
+ " {\"visible\": [True, False]},\n",
+ " ],\n",
+ " },\n",
+ " {\n",
+ " \"label\": \"Sunburst\",\n",
+ " \"method\": \"update\",\n",
+ " \"args\": [\n",
+ " {\"visible\": [False, True]},\n",
+ " ],\n",
+ " },\n",
+ " ],\n",
+ " \"direction\": \"down\",\n",
+ " \"showactive\": True,\n",
+ " }\n",
+ " ]\n",
+ " )\n",
+ "\n",
+ " fig.show()"
],
"id": "20e09d93eda0478a",
"outputs": [],
@@ -547,7 +585,12 @@
"id": "a520a320cd823874"
},
{
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2024-08-20T02:58:06.219404Z",
+ "start_time": "2024-08-20T02:58:06.066344Z"
+ }
+ },
"cell_type": "code",
"source": [
"# Docs\n",
@@ -563,33 +606,2528 @@
"\n",
"df_docs = pd.DataFrame(docs_data)\n",
"\n",
- "# Aggregate data by has_readme and repo\n",
+ "# Aggregate data by has_readme/has_readthedocs and repo\n",
"readme_counts = df_docs.groupby(['has_readme', 'repo']).size().reset_index(name='repo_count')\n",
+ "readthedocs_counts = df_docs.groupby(['has_readthedocs', 'repo']).size().reset_index(name='repo_count')\n",
"\n",
- "# Visualize the data using a treemap\n",
- "fig_treemap_readme = px.treemap(\n",
- " readme_counts,\n",
- " path=['has_readme', 'repo'],\n",
- " values='repo_count',\n",
- " title='Has README file',\n",
- ")\n",
- "fig_treemap_readme.show()\n",
+ "def create_figures(counts: pd.DataFrame, path_key: str):\n",
+ " _fig_treemap = px.treemap(\n",
+ " counts,\n",
+ " path=[path_key, 'repo'],\n",
+ " values='repo_count',\n",
+ " )\n",
+ " _fig_sunburst = px.sunburst(\n",
+ " counts,\n",
+ " path=[path_key, 'repo'],\n",
+ " values='repo_count',\n",
+ " )\n",
+ " return _fig_treemap, _fig_sunburst\n",
"\n",
- "# Aggregate data by has_readthedocs and repo\n",
- "readthedocs_counts = df_docs.groupby(['has_readthedocs', 'repo']).size().reset_index(name='repo_count')\n",
+ "# List of tuples containing the data and titles for each figure\n",
+ "figures_data = [\n",
+ " (readme_counts, 'has_readme', 'Has README file'),\n",
+ " (readthedocs_counts, 'has_readthedocs', 'Uses ReadTheDocs')\n",
+ "]\n",
"\n",
- "# Visualize the data using a treemap\n",
- "fig_treemap_readthedocs = px.treemap(\n",
- " readthedocs_counts,\n",
- " path=['has_readthedocs', 'repo'],\n",
- " values='repo_count',\n",
- " title='Uses ReadTheDocs',\n",
- ")\n",
- "fig_treemap_readthedocs.show()"
+ "# Loop through the list to create figures and add traces\n",
+ "for _counts, _path_key, title in figures_data:\n",
+ " fig_treemap, fig_sunburst = create_figures(counts=_counts, path_key=_path_key)\n",
+ "\n",
+ " fig = go.Figure()\n",
+ " fig.add_trace(fig_treemap.data[0])\n",
+ " fig.add_trace(fig_sunburst.data[0])\n",
+ " fig.data[1].visible = False\n",
+ "\n",
+ " fig.update_layout(\n",
+ " title=title,\n",
+ " updatemenus=[\n",
+ " {\n",
+ " \"buttons\": [\n",
+ " {\n",
+ " \"label\": \"Treemap\",\n",
+ " \"method\": \"update\",\n",
+ " \"args\": [{\"visible\": [True, False]}],\n",
+ " },\n",
+ " {\n",
+ " \"label\": \"Sunburst\",\n",
+ " \"method\": \"update\",\n",
+ " \"args\": [{\"visible\": [False, True]}],\n",
+ " },\n",
+ " ],\n",
+ " \"direction\": \"down\",\n",
+ " \"showactive\": True,\n",
+ " }\n",
+ " ]\n",
+ " )\n",
+ "\n",
+ " fig.show()"
],
"id": "ec43a8fd7f9d49bb",
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- "execution_count": null
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