Feature/notebook updates

.devcontainer/devcontainer.json

@@ -1,9 +1,12 @@
 {
-  "name": "stackql-codespaces-demo",
   "image": "stackql/stackql-codespaces-base",
-  "hostRequirements": {
-    "cpus": 2
+  "containerEnv": {
+    "STACKQL_GITHUB_PASSWORD": "${secrets:STACKQL_GITHUB_PASSWORD}",
+    "STACKQL_GITHUB_USERNAME": "${secrets:STACKQL_GITHUB_USERNAME}"
   },
+  "hostRequirements": {
+    "cpus": 16
+  },  
   "customizations": {
     "vscode": {
       "extensions": [
@@ -12,4 +15,4 @@
       ]
     }
   }
-}
+}

notebooks/github.ipynb

@@ -37,7 +37,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Stargazers per Repo"
+    "## Top Stargazers per Repo"
    ]
   },
   {
@@ -49,10 +49,13 @@
    "outputs": [],
    "source": [
     "%%stackql\n",
-    "select name, stargazers_count \n",
+    "select name, stargazers FROM\n",
+    "(select name, stargazers_count as stargazers\n",
     "from github.repos.repos \n",
     "where org = '$org' \n",
-    "order by stargazers_count desc"
+    "and visibility = 'public'\n",
+    "order by stargazers_count desc) t\n",
+    "limit 10"
    ]
   },
   {
@@ -63,7 +66,53 @@
    },
    "outputs": [],
    "source": [
-    "_.plot(kind='bar', title='Stargazers', x='name', y='stargazers_count')"
+    "_.plot(kind='bar', title='Stargazers', x='name', y='stargazers');"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Daily Traffic Stats for `stackql`"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%stackql\n",
+    "select \n",
+    "JSON_EXTRACT(json_each.value, '$$.count') as count,\n",
+    "JSON_EXTRACT(json_each.value, '$$.uniques') as uniques,\n",
+    "DATE(JSON_EXTRACT(json_each.value, '$$.timestamp')) as date\n",
+    "from github.repos.view_traffic, json_each(views) \n",
+    "WHERE owner = '$owner' AND repo = '$repo'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "df = stackql_df\n",
+    "fig, ax = plt.subplots(figsize=(10,6))\n",
+    "ax.bar(df['date'], df['count'], color='b', alpha=0.6, label='Count')\n",
+    "ax.plot(df['date'], df['uniques'], color='r', marker='o', label='Uniques')\n",
+    "\n",
+    "ax.set_xlabel('Date')\n",
+    "ax.set_ylabel('Value')\n",
+    "ax.set_xticks(df['date'])\n",
+    "ax.set_xticklabels(df['date'], rotation=45)\n",
+    "ax.legend()\n",
+    "\n",
+    "plt.title('Count and Uniques Over Time')\n",
+    "fig.tight_layout()\n",
+    "plt.show()"
    ]
   },
   {
@@ -87,6 +136,50 @@
     "WHERE owner = '$owner' AND repo = '$repo'\n",
     "AND s.login IS NULL"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Org Followers who Arent Stargazers"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%stackql\n",
+    "SELECT f.login FROM \n",
+    "github.users.followers f\n",
+    "LEFT OUTER JOIN github.activity.repo_stargazers s\n",
+    "ON f.login = s.login\n",
+    "WHERE s.owner = '$owner' AND s.repo = '$repo' AND f.username = '$org'\n",
+    "AND s.login IS NULL"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Repo Watchers who Arent Stargazers"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%stackql\n",
+    "SELECT w.login FROM \n",
+    "github.activity.repo_watchers w\n",
+    "LEFT OUTER JOIN github.activity.repo_stargazers s\n",
+    "ON w.login = s.login\n",
+    "WHERE owner = '$owner' AND repo = '$repo'\n",
+    "AND s.login IS NULL"
+   ]
   }
  ],
  "metadata": {