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fix(prs): use itables #16

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Aug 22, 2024
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fix(prs): use itables #16

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300 changes: 43 additions & 257 deletions notebook/dashboard.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -84,6 +84,8 @@
"# lib imports\n",
"from dotenv import load_dotenv\n",
"from github import Github, UnknownObjectException\n",
"from IPython.display import HTML, display\n",
"from itables import init_notebook_mode, show\n",
"import pandas as pd\n",
"import plotly.express as px\n",
"import plotly.graph_objects as go\n",
Expand Down Expand Up @@ -413,7 +415,6 @@
" \"author\": pr_details.user.login,\n",
" \"labels\": [label.name for label in pr_details.labels],\n",
" \"assignees\": [assignee.login for assignee in pr_details.assignees],\n",
" \"ready\": not pr_details.draft,\n",
" \"created_at\": pr_details.created_at,\n",
" \"last_activity\": pr_details.updated_at,\n",
" \"status\": \"Draft\" if pr_details.draft else \"Ready\",\n",
Expand All @@ -437,14 +438,6 @@
"df_pr_counts['total_prs'] = df_pr_counts.groupby('repo')['pr_count'].transform('sum')\n",
"df_pr_counts = df_pr_counts.sort_values(by='total_prs', ascending=False)\n",
"\n",
"# Create PR Table\n",
"fig_table = go.Figure(data=[go.Table(\n",
" header=dict(values=list(df_pr_details.columns),\n",
" align='left'),\n",
" cells=dict(values=[df_pr_details[col] for col in df_pr_details.columns],\n",
" align='left'))\n",
"])\n",
"\n",
"# Create Stacked Bar Chart\n",
"fig_bar = px.bar(\n",
" df_pr_counts,\n",
Expand All @@ -457,252 +450,6 @@
" category_orders={'repo': df_pr_counts['repo'].tolist()},\n",
")\n",
"\n",
"# common filter button properties\n",
"y_button_position = 1.1\n",
"x_button_factor = 0.15\n",
"bg_color = \"lightgray\"\n",
"font = {\"color\": \"black\"}\n",
"\n",
"# Add common dropdown filters for repository, status, author, labels, and assignees\n",
"updatemenus = [\n",
" {\n",
" \"buttons\": [\n",
" {\n",
" \"label\": \"All Repos\",\n",
" \"method\": \"update\",\n",
" \"args\": [\n",
" {\n",
" \"cells\": {\n",
" \"values\": [df_pr_details[col] for col in df_pr_details.columns],\n",
" },\n",
" },\n",
" {\n",
" \"x\": [df_pr_counts['repo']],\n",
" \"y\": [df_pr_counts['pr_count']],\n",
" \"text\": [df_pr_counts['pr_count']],\n",
" },\n",
" ],\n",
" },\n",
" ] + [\n",
" {\n",
" \"label\": repo,\n",
" \"method\": \"update\",\n",
" \"args\": [\n",
" {\n",
" \"cells\": {\n",
" \"values\": [df_pr_details[df_pr_details['repo'] == repo][col]\n",
" for col in df_pr_details.columns],\n",
" },\n",
" },\n",
" {\n",
" \"x\": [df_pr_counts[df_pr_counts['repo'] == repo]['repo']],\n",
" \"y\": [df_pr_counts[df_pr_counts['repo'] == repo]['pr_count']],\n",
" \"text\": [df_pr_counts[df_pr_counts['repo'] == repo]['pr_count']],\n",
" },\n",
" ],\n",
" } for repo in df_pr_details['repo'].unique()\n",
" ],\n",
" \"direction\": \"down\",\n",
" \"showactive\": True,\n",
" \"x\": x_button_factor,\n",
" \"xanchor\": \"left\",\n",
" \"y\": y_button_position,\n",
" \"yanchor\": \"top\",\n",
" \"bgcolor\": bg_color,\n",
" \"font\": font,\n",
" },\n",
" {\n",
" \"buttons\": [\n",
" {\n",
" \"label\": \"All Authors\",\n",
" \"method\": \"update\",\n",
" \"args\": [\n",
" {\n",
" \"cells\": {\n",
" \"values\": [df_pr_details[col] for col in df_pr_details.columns],\n",
" },\n",
" },\n",
" {\n",
" \"x\": [df_pr_counts['repo']],\n",
" \"y\": [df_pr_counts['pr_count']],\n",
" \"text\": [df_pr_counts['pr_count']],\n",
" },\n",
" ],\n",
" },\n",
" ] + [\n",
" {\n",
" \"label\": author,\n",
" \"method\": \"update\",\n",
" \"args\": [\n",
" {\n",
" \"cells\": {\n",
" \"values\": [df_pr_details[df_pr_details['author'] == author][col]\n",
" for col in df_pr_details.columns],\n",
" },\n",
" },\n",
" {\n",
" \"x\": [df_pr_counts[df_pr_counts['repo'] == repo]['repo']],\n",
" \"y\": [df_pr_counts[df_pr_counts['repo'] == repo]['pr_count']],\n",
" \"text\": [df_pr_counts[df_pr_counts['repo'] == repo]['pr_count']],\n",
" },\n",
" ],\n",
" } for author in df_pr_details['author'].unique()\n",
" ],\n",
" \"direction\": \"down\",\n",
" \"showactive\": True,\n",
" \"x\": x_button_factor * 2,\n",
" \"xanchor\": \"left\",\n",
" \"y\": y_button_position,\n",
" \"yanchor\": \"top\",\n",
" \"bgcolor\": bg_color,\n",
" \"font\": font,\n",
" },\n",
" {\n",
" \"buttons\": [\n",
" {\n",
" \"label\": \"All Labels\",\n",
" \"method\": \"update\",\n",
" \"args\": [\n",
" {\n",
" \"cells\": {\n",
" \"values\": [df_pr_details[col] for col in df_pr_details.columns],\n",
" },\n",
" },\n",
" {\n",
" \"x\": [df_pr_counts['repo']],\n",
" \"y\": [df_pr_counts['pr_count']],\n",
" \"text\": [df_pr_counts['pr_count']],\n",
" },\n",
" ],\n",
" },\n",
" ] + [\n",
" {\n",
" \"label\": label,\n",
" \"method\": \"update\",\n",
" \"args\": [\n",
" {\n",
" \"cells\": {\n",
" \"values\": [df_pr_details[df_pr_details['labels'].apply(\n",
" lambda x: label in x)][col] for col in df_pr_details.columns],\n",
" },\n",
" },\n",
" {\n",
" \"x\": [df_pr_counts[df_pr_counts['repo'] == repo]['repo']],\n",
" \"y\": [df_pr_counts[df_pr_counts['repo'] == repo]['pr_count']],\n",
" \"text\": [df_pr_counts[df_pr_counts['repo'] == repo]['pr_count']],\n",
" },\n",
" ],\n",
" } for label in set(label for labels in df_pr_details['labels'] for label in labels)\n",
" ],\n",
" \"direction\": \"down\",\n",
" \"showactive\": True,\n",
" \"x\": x_button_factor * 3,\n",
" \"xanchor\": \"left\",\n",
" \"y\": y_button_position,\n",
" \"yanchor\": \"top\",\n",
" \"bgcolor\": bg_color,\n",
" \"font\": font,\n",
" },\n",
" {\n",
" \"buttons\": [\n",
" {\n",
" \"label\": \"All Assignees\",\n",
" \"method\": \"update\",\n",
" \"args\": [\n",
" {\n",
" \"cells\": {\n",
" \"values\": [df_pr_details[col] for col in df_pr_details.columns],\n",
" },\n",
" },\n",
" {\n",
" \"x\": [df_pr_counts['repo']],\n",
" \"y\": [df_pr_counts['pr_count']],\n",
" \"text\": [df_pr_counts['pr_count']],\n",
" },\n",
" ],\n",
" },\n",
" ] + [\n",
" {\n",
" \"label\": assignee,\n",
" \"method\": \"update\",\n",
" \"args\": [\n",
" {\n",
" \"cells\": {\n",
" \"values\": [df_pr_details[df_pr_details['assignees'].apply(\n",
" lambda x: assignee in x)][col] for col in df_pr_details.columns],\n",
" },\n",
" },\n",
" {\n",
" \"x\": [df_pr_counts[df_pr_counts['repo'] == repo]['repo']],\n",
" \"y\": [df_pr_counts[df_pr_counts['repo'] == repo]['pr_count']],\n",
" \"text\": [df_pr_counts[df_pr_counts['repo'] == repo]['pr_count']],\n",
" },\n",
" ],\n",
" } for assignee in set(assignee for assignees in df_pr_details['assignees'] for assignee in assignees)\n",
" ],\n",
" \"direction\": \"down\",\n",
" \"showactive\": True,\n",
" \"x\": x_button_factor * 4,\n",
" \"xanchor\": \"left\",\n",
" \"y\": y_button_position,\n",
" \"yanchor\": \"top\",\n",
" \"bgcolor\": bg_color,\n",
" \"font\": font,\n",
" },\n",
" {\n",
" \"buttons\": [\n",
" {\n",
" \"label\": \"All Statuses\",\n",
" \"method\": \"update\",\n",
" \"args\": [\n",
" {\n",
" \"cells\": {\n",
" \"values\": [df_pr_details[col] for col in df_pr_details.columns],\n",
" },\n",
" },\n",
" {\n",
" \"x\": [df_pr_counts['repo']],\n",
" \"y\": [df_pr_counts['pr_count']],\n",
" \"text\": [df_pr_counts['pr_count']],\n",
" },\n",
" ],\n",
" },\n",
" ] + [\n",
" {\n",
" \"label\": status,\n",
" \"method\": \"update\",\n",
" \"args\": [\n",
" {\n",
" \"cells\": {\n",
" \"values\": [df_pr_details[df_pr_details['status'] == status][col]\n",
" for col in df_pr_details.columns],\n",
" },\n",
" },\n",
" {\n",
" \"x\": [df_pr_counts[df_pr_counts['status'] == status]['repo']],\n",
" \"y\": [df_pr_counts[df_pr_counts['status'] == status]['pr_count']],\n",
" \"text\": [df_pr_counts[df_pr_counts['status'] == status]['pr_count']],\n",
" },\n",
" ],\n",
" } for status in df_pr_details['status'].unique()\n",
" ],\n",
" \"direction\": \"down\",\n",
" \"showactive\": True,\n",
" \"x\": x_button_factor * 5,\n",
" \"xanchor\": \"left\",\n",
" \"y\": y_button_position,\n",
" \"yanchor\": \"top\",\n",
" \"bgcolor\": bg_color,\n",
" \"font\": font,\n",
" }\n",
"]\n",
"\n",
"fig_table.update_layout(\n",
" title='Pull Request Details',\n",
" height=800,\n",
" updatemenus=updatemenus,\n",
")\n",
"\n",
"fig_bar.update_layout(\n",
" yaxis_title='Open PRs',\n",
" xaxis_title='Repository',\n",
Expand All @@ -711,11 +458,50 @@
" texttemplate=text_template,\n",
" textposition='inside',\n",
")\n",
"\n",
"fig_table.show()\n",
"fig_bar.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "b416c3c48ae4e103",
"metadata": {},
"outputs": [],
"source": [
"# PR Table\n",
"\n",
"# darken the column filter inputs\n",
"css = \"\"\"\n",
".dt-column-title input[type=\"text\"] {\n",
" background-color: var(--jp-layout-color0);\n",
" border-color: rgb(64,67,70);\n",
" border-width: 1px;\n",
"}\n",
"\"\"\"\n",
"display(HTML(f\"<style>{css}</style>\"))\n",
"\n",
"init_notebook_mode(\n",
" all_interactive=True,\n",
" connected=False,\n",
")\n",
"\n",
"# Display the DataFrame as an interactive table using itables\n",
"table_download_name = \"LizardByte-Pull-Requests\"\n",
"show(\n",
" df_pr_details,\n",
" buttons=[\n",
" \"pageLength\",\n",
" \"copyHtml5\",\n",
" {\"extend\": \"csvHtml5\", \"title\": table_download_name},\n",
" {\"extend\": \"excelHtml5\", \"title\": table_download_name},\n",
" ],\n",
" classes=\"display compact\",\n",
" column_filters=\"header\",\n",
" header=True,\n",
" layout={\"topEnd\": None},\n",
")"
]
},
{
"cell_type": "markdown",
"id": "3c067ce1b06d52da",
Expand Down
2 changes: 2 additions & 0 deletions requirements.txt
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Original file line number Diff line number Diff line change
@@ -1,3 +1,5 @@
ipython==8.26.0
itables==2.1.4
notebook==7.2.1
pandas==2.2.2
plotly==5.23.0
Expand Down