Create xdmod-alerts

xdmod-alerts/README.ipynb

@@ -0,0 +1,140 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "aaa2b171",
+   "metadata": {},
+   "source": [
+    "# README\n",
+    "\n",
+    "This alerts system gathers weekly SUPReMM quality data and sends visual reports via Slack."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "cbe0d926",
+   "metadata": {},
+   "source": [
+    "## Dependencies\n",
+    "### Anaconda\n",
+    "Requires [**Anaconda**](https://www.anaconda.com/products/distribution) for the latest version of Python and various modules.\n",
+    "\n",
+    "`wget https://repo.anaconda.com/archive/Anaconda3-2022.05-Linux-x86_64.sh\n",
+    "chmod +x Anaconda3-2022.05-Linux-x86_64.sh\n",
+    "./Anaconda3-2022.05-Linux-x86_64.sh`\n",
+    "### xdmod-python\n",
+    "Requires the [Python module for xdmod](https://github.com/jpwhite4/xdmod-python) for `datawarehouse` objects and visualizers."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "008db0d9",
+   "metadata": {},
+   "source": [
+    "# SETUP"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3e1f1c2f",
+   "metadata": {},
+   "source": [
+    "## [Slack API](https://api.slack.com/#read_the_docs)\n",
+    "A Slack app with a webhook must first be generated to facilitate requests to the Slack API.\n",
+    "### Create app\n",
+    "\"Create an app\" $\\rightarrow$ \"Create new app\" $\\rightarrow$ \"From scratch\" $\\rightarrow$ _Make name and select Slack workspace_ $\\rightarrow$ \"Create app\"\n",
+    "\n",
+    "### Add webhook to app\n",
+    "\"Incoming Webhooks\" $\\rightarrow$ _Activate incoming webhooks_ $\\rightarrow$ \"Add new webhook to workspace\" $\\rightarrow$ _Select channel_ $\\rightarrow$ \"Allow\"\n",
+    "\n",
+    "**The url provided contains a secret. Do not expose this to git, or its functionality will automatically deactivate.**"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bcc8d12c",
+   "metadata": {},
+   "source": [
+    "## Git Clone SUPReMM Alerts Repo\n",
+    "\n",
+    "- On the the desired system, cd into `usr/share/xdmod/html/`\n",
+    "- `mkdir reports`\n",
+    "- `cd reports`\n",
+    "- `git clone ___ `"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9ba8c21b",
+   "metadata": {},
+   "source": [
+    "## Configuration\n",
+    "\n",
+    "### `config.json`\n",
+    "The `config.json` file contains the necessary configurable variables.\n",
+    "\n",
+    "#### hosts\n",
+    "This should map **host name to its url**. For instance, \n",
+    "\n",
+    "`\"hosts\": {\"metrics-dev\": \"https://metrics-dev.ccr.buffalo.edu:9004\", \"ookami\": \"https://ookami.ccr.xdmod.org\", \"xdmod-dev\": \"https://xdmod-dev.ccr.xdmod.org:9002\"}`\n",
+    "\n",
+    "#### webhook\n",
+    "Paste the Slack webhook url into the `webhook` variable.\n",
+    "\n",
+    "#### outlier_range\n",
+    "Provide start and end dates in **YYYY-MM-DD** format.\n",
+    "\n",
+    "### Outlier Detection Setup\n",
+    "Run the `outlier_config.py` script whenever a date range must be configured. It will pull the necessary variables from the `config.json` file and generate a directory called `outlier_config` containing all reference json files for the configured hosts.\n",
+    "\n",
+    "### Environment Variables\n",
+    "Additionally, proper environment variables must be assigned for logging in. On the command line, export the following variables:\n",
+    "1. `XDMOD_USER=[your_username]`\n",
+    "2. `XDMOD_PASS=[your_password]`"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "301139b1",
+   "metadata": {},
+   "source": [
+    "## Automate using `nbconvert` and `crontab`\n",
+    "Schedule the following command to run from `usr/share/xdmod/html/reports/xdmod-alerts` every Monday at 6:00am.\n",
+    "\n",
+    "```0 6 * * MON cd [path to supremm-alert dir] && [path to jupyter command]jupyter nbconvert --execute  --to html --output \"`date +\"%Y-%m-%d\"`_report.html\" \"supremm-alert.ipynb\" --no-input```\n",
+    "\n",
+    "Expect a Slack message with alerts and a working link to the full report."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9e40aad3",
+   "metadata": {},
+   "source": [
+    "#### Warnings and Notes:\n",
+    "- Queries for the `script` type may have longer runtimes than other types."
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "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": "3.9.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

xdmod-alerts/README.md

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+# README
+
+This alerts system gathers weekly SUPReMM quality data and sends visual reports via Slack.
+
+## Dependencies
+### Anaconda
+Requires [**Anaconda**](https://www.anaconda.com/products/distribution) for the latest version of Python and various modules.
+
+`wget https://repo.anaconda.com/archive/Anaconda3-2022.05-Linux-x86_64.sh
+chmod +x Anaconda3-2022.05-Linux-x86_64.sh
+./Anaconda3-2022.05-Linux-x86_64.sh`
+### xdmod-python
+Requires the [Python module for xdmod](https://github.com/jpwhite4/xdmod-python) for `datawarehouse` objects and visualizers.
+
+# SETUP
+
+## [Slack API](https://api.slack.com/#read_the_docs)
+A Slack app with a webhook must first be generated to facilitate requests to the Slack API.
+### Create app
+"Create an app" $\rightarrow$ "Create new app" $\rightarrow$ "From scratch" $\rightarrow$ _Make name and select Slack workspace_ $\rightarrow$ "Create app"
+
+### Add webhook to app
+"Incoming Webhooks" $\rightarrow$ _Activate incoming webhooks_ $\rightarrow$ "Add new webhook to workspace" $\rightarrow$ _Select channel_ $\rightarrow$ "Allow"
+
+**The url provided contains a secret. Do not expose this to git, or its functionality will automatically deactivate.**
+
+## Git Clone SUPReMM Alerts Repo
+
+- On the the desired system, cd into `usr/share/xdmod/html/`
+- `mkdir reports`
+- `cd reports`
+- `git clone ___ `
+
+## Configuration
+
+### `config.json`
+The `config.json` file contains the necessary configurable variables.
+
+#### hosts
+This should map **host name to its url**. For instance, 
+
+`"hosts": {"metrics-dev": "https://metrics-dev.ccr.buffalo.edu:9004", "ookami": "https://ookami.ccr.xdmod.org", "xdmod-dev": "https://xdmod-dev.ccr.xdmod.org:9002"}`
+
+#### webhook
+Paste the Slack webhook url into the `webhook` variable.
+
+#### outlier_range
+Provide start and end dates in **YYYY-MM-DD** format.
+
+### Outlier Detection Setup
+Run the `outlier_config.py` script whenever a date range must be configured. It will pull the necessary variables from the `config.json` file and generate a directory called `outlier_config` containing all reference json files for the configured hosts.
+
+### Environment Variables
+Additionally, proper environment variables must be assigned for logging in. On the command line, export the following variables:
+1. `XDMOD_USER=[your_username]`
+2. `XDMOD_PASS=[your_password]`
+
+## Automate using `nbconvert` and `crontab`
+Schedule the following command to run from `usr/share/xdmod/html/reports/xdmod-alerts` every Monday at 6:00am.
+
+```0 6 * * MON cd [path to supremm-alert dir] && [path to jupyter command]jupyter nbconvert --execute  --to html --output "`date +"%Y-%m-%d"`_report.html" "supremm-alert.ipynb" --no-input```
+
+Expect a Slack message with alerts and a working link to the full report.
+
+#### Warnings and Notes:
+- Queries for the `script` type may have longer runtimes than other types.

xdmod-alerts/config.json

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+{
+    "hosts": {
+        "metrics-dev": "https://metrics-dev.ccr.buffalo.edu:9004", 
+        "xdmod-dev": "https://xdmod-dev.ccr.xdmod.org:9002", 
+        "ookami": "https://ookami.ccr.xdmod.org"
+    },
+    "webhook": "https://hooks.slack.com/services/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",
+    "outlier_range": {
+        "start_date": "2022-05-01", 
+        "end_date": "2022-06-01"
+    }
+}

xdmod-alerts/outlier-config/metrics-dev-cpu.json

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xdmod-alerts/outlier-config/metrics-dev-gpu.json

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xdmod-alerts/outlier-config/metrics-dev-hardware.json

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xdmod-alerts/outlier-config/metrics-dev-realms.json

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xdmod-alerts/outlier-config/ookami-cpu.json

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