[Doc] Improve the document and add new function method into Notebook …

…file.

WHY:
1. Update new version
2. Want to check the content easily.
HOW:
1. Re-construct the folder to user-portal and admin-portal.
2. Arrange the order of user portal notebook file.
3. Modify the content of user portal notebook file.
4. Modify the content of admin portal notebook file.

Signed-off-by: Simon Liu <simonliu@infuseai.io>

docs/notebook/admin-portal/07-usage-reports.ipynb

@@ -0,0 +1,329 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "b8a41dda",
+   "metadata": {},
+   "source": [
+    "# [admin] Usage Reports command\n",
+    "\n",
+    "\n",
+    "The `reports` command in `admin` scope could help you manage groups.\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "740039bc",
+   "metadata": {},
+   "source": [
+    "## Setup PrimeHub Python SDK\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "effe3482",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "PrimeHub Python SDK setup successfully\n"
+     ]
+    }
+   ],
+   "source": [
+    "from primehub import PrimeHub, PrimeHubConfig\n",
+    "ph = PrimeHub(PrimeHubConfig())\n",
+    "\n",
+    "if ph.is_ready():\n",
+    "    print(\"PrimeHub Python SDK setup successfully\")\n",
+    "else:\n",
+    "    print(\"PrimeHub Python SDK couldn't get the group information, follow the 00-getting-started.ipynb to complete it\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bfb99744",
+   "metadata": {},
+   "source": [
+    "## Help documentation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "9dd7964e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on AdminReport in module primehub.admin_reports object:\n",
+      "\n",
+      "class AdminReport(primehub.Helpful, primehub.Module)\n",
+      " |  AdminReport(primehub: primehub.PrimeHub, **kwargs)\n",
+      " |  \n",
+      " |  Method resolution order:\n",
+      " |      AdminReport\n",
+      " |      primehub.Helpful\n",
+      " |      primehub.Module\n",
+      " |      primehub.HTTPSupport\n",
+      " |      builtins.object\n",
+      " |  \n",
+      " |  Methods defined here:\n",
+      " |  \n",
+      " |  download(self, url, **kwargs)\n",
+      " |      Download a report csv file from the given url.\n",
+      " |      \n",
+      " |      It will convert the URI to filename by default. For example, there are summary url and details url\n",
+      " |      * https://primehub-python-sdk.primehub.io/api/report/monthly/2022/12\n",
+      " |      * https://primehub-python-sdk.primehub.io/api/report/monthly/details/2022/12\n",
+      " |      \n",
+      " |      Will save to\n",
+      " |      * 202212.csv\n",
+      " |      * 202212_details.csv\n",
+      " |      \n",
+      " |      If you give a dest, it will use the given dest as the filename.\n",
+      " |      \n",
+      " |      :type url: str\n",
+      " |      :param url: The report url.\n",
+      " |      \n",
+      " |      :type dest: str\n",
+      " |      :param dest: The local path to save the report csv file\n",
+      " |      \n",
+      " |      :type recusive: bool\n",
+      " |      :param recusive: Copy recursively, it works when a path is a directory.\n",
+      " |  \n",
+      " |  help_description(self)\n",
+      " |      one line description for all commands\n",
+      " |  \n",
+      " |  list(self, **kwargs) -> Iterator\n",
+      " |      List reports\n",
+      " |      \n",
+      " |      :type page: int\n",
+      " |      :param page: the page of all data\n",
+      " |      \n",
+      " |      :rtype Iterator\n",
+      " |      :return user iterator\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data and other attributes defined here:\n",
+      " |  \n",
+      " |  __abstractmethods__ = frozenset()\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Helpful:\n",
+      " |  \n",
+      " |  __dict__\n",
+      " |      dictionary for instance variables (if defined)\n",
+      " |  \n",
+      " |  __weakref__\n",
+      " |      list of weak references to the object (if defined)\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  __init__(self, primehub: primehub.PrimeHub, **kwargs)\n",
+      " |      Initialize self.  See help(type(self)) for accurate signature.\n",
+      " |  \n",
+      " |  display(self, action: dict, value: Any)\n",
+      " |  \n",
+      " |  get_display(self) -> primehub.utils.display.Displayable\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Static methods inherited from primehub.Module:\n",
+      " |  \n",
+      " |  output(result: dict, object_path: str)\n",
+      " |      Give a dict {'data': {'a': {'b': 'c'}}}\n",
+      " |      we could get the c by the path a.b\n",
+      " |  \n",
+      " |  ----------------------------------------------------------------------\n",
+      " |  Data descriptors inherited from primehub.Module:\n",
+      " |  \n",
+      " |  current_group\n",
+      " |  \n",
+      " |  endpoint\n",
+      " |  \n",
+      " |  group_id\n",
+      " |  \n",
+      " |  group_name\n",
+      " |  \n",
+      " |  primehub_config\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "help(ph.admin.reports)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "19b1d67f",
+   "metadata": {},
+   "source": [
+    "## Usage reports management"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "9633fcc5",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Usage: \n",
+      "  primehub admin reports <command>\n",
+      "\n",
+      "Get reports\n",
+      "\n",
+      "Available Commands:\n",
+      "  download             Download a report by url\n",
+      "  list                 List reports\n",
+      "\n",
+      "Options:\n",
+      "  -h, --help           Show the help\n",
+      "\n",
+      "Global Options:\n",
+      "  --config CONFIG      Change the path of the config file (Default: ~/.primehub/config.json)\n",
+      "  --endpoint ENDPOINT  Override the GraphQL API endpoint\n",
+      "  --token TOKEN        Override the API Token\n",
+      "  --group GROUP        Override the current group\n",
+      "  --json               Output the json format (output human-friendly format by default)\n"
+     ]
+    }
+   ],
+   "source": [
+    "!primehub admin reports help"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a903cc39",
+   "metadata": {},
+   "source": [
+    "## Examples"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "eb6dc413",
+   "metadata": {},
+   "source": [
+    "You could find [more examples on our github](https://github.com/InfuseAI/primehub-python-sdk/blob/main/docs/CLI/admin/groups.md)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "fab56243",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "461d85cf",
+   "metadata": {},
+   "source": [
+    "#### List all usage reports"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fa172bf3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "reports_df = pd.DataFrame(ph.admin.reports.list())\n",
+    "reports_df"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c93324ed",
+   "metadata": {},
+   "source": [
+    "#### Download usage reports"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "6ef6faa8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'filename': '/home/jovyan/primehub-python-sdk/docs/notebook/admin-portal/latest-summary-reports.csv'}"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Summary Reports\n",
+    "latest_summary_url = reports_df[\"summaryUrl\"][0]\n",
+    "\n",
+    "ph.admin.reports.download(latest_summary_url, dest=\"./latest-summary-reports.csv\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "3593537a",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'filename': '/home/jovyan/primehub-python-sdk/docs/notebook/admin-portal/latest-detailed-reports.csv'}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Detailed Reports\n",
+    "latest_detailed_url = reports_df[\"detailedUrl\"][0]\n",
+    "\n",
+    "ph.admin.reports.download(latest_detailed_url, dest=\"./latest-detailed-reports.csv\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}