AWS/AWS_Send_daily_biling_notification_to_Slack.ipynb

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   "source": [
    "<img width=\"8%\" alt=\"AWS.png\" src=\"https://raw.githubusercontent.com/jupyter-naas/awesome-notebooks/master/.github/assets/logos/AWS.png\" style=\"border-radius: 15%\">"
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   "source": [
    "# AWS - Send daily biling notification to Slack\n",
    "<a href=\"https://bit.ly/3JyWIk6\">Give Feedback</a> | <a href=\"https://github.com/jupyter-naas/awesome-notebooks/issues/new?assignees=&labels=bug&template=bug_report.md&title=AWS+-+Send+daily+biling+notification+to+Slack:+Error+short+description\">Bug report</a>"
   ]
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    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
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   "source": [
    "**Tags:** #aws #cloud #storage #slack #operations #automation #naas #asset #scheduler"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ce780499-ecc8-40d6-997a-43f92b60e0ce",
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    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
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   },
   "source": [
    "**Author:** [Maxime Jublou](https://www.linkedin.com/in/maximejublou/)"
   ]
  },
  {
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   "id": "dba1251e-f724-4d58-935a-54f5b6c9447b",
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    "tags": []
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   "source": [
    "**Last update:** 2023-11-20 (Created: 2021-09-14)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "naas-description",
   "metadata": {
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    "tags": [
     "description"
    ]
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   "source": [
    "**Description:** This notebook utilizes AWS API and Slack integration to send a daily notification to a designated Slack channel. The notification includes detailed billing information from an AWS account, enabling users to effortlessly track and monitor their AWS spending. Stay informed about your AWS costs with automated daily updates."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b4afd1ce-6ede-45aa-8db2-9624bfb24a87",
   "metadata": {
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    "tags": [
     "description"
    ]
   },
   "source": [
    "**References:**\n",
    "- [Using the AWS Cost Explorer API](https://docs.aws.amazon.com/cost-management/latest/userguide/ce-api.html)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "825a5464",
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    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
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   },
   "source": [
    "## Input"
   ]
  },
  {
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   "id": "589e943d",
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    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
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   },
   "source": [
    "### Import libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bbbd2c53",
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   "source": [
    "from datetime import date, timedelta\n",
    "try:\n",
    "    import boto3\n",
    "except:\n",
    "    !pip install boto3\n",
    "    import boto3\n",
    "import naas\n",
    "import dateutil.relativedelta\n",
    "import pandas as pd\n",
    "from naas_drivers import slack"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "10278504",
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     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
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   },
   "source": [
    "### Setup variables\n",
    "**Mandatory**\n",
    "- `aws_access_key_id`: This variable is used to store the AWS access key ID.\n",
    "- `aws_secret_access_key`: This variable is used to store the AWS secret access key.\n",
    "- `slack_token`: This variable is used to store the Slack token.\n",
    "- `slack_channel`: This variable is used to specify the Slack channel.\n",
    "\n",
    "**Optional**\n",
    "- `cron`: This variable is used to define the cron schedule for executing the code.\n",
    "- `file_path`: This variable is used to define csv file path to be stored in local with billing details."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9fe47224",
   "metadata": {
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    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
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   },
   "outputs": [],
   "source": [
    "# Mandatory\n",
    "aws_access_key_id = naas.secret.get(\"AWS_ACCESS_KEY_ID\") or \"YOUR_AWS_ACCESS_KEY_ID\"\n",
    "aws_secret_access_key = naas.secret.get(\"AWS_SECRET_ACCESS_KEY\") or \"YOUR_AWS_SECRET_ACCESS_KEY\"\n",
    "slack_token = naas.secret.get(name=\"SLACK_TOKEN\") or \"YOUR_SLACK_TOKEN\"\n",
    "slack_channel = \"bot-test\"\n",
    "\n",
    "# Optional\n",
    "cron = \"0 9 * * *\"\n",
    "file_path = f\"billing_aws_{date.today().isoformat()[:-3]}.csv\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4eb03b12",
   "metadata": {
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    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
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   },
   "source": [
    "## Model"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed35238d",
   "metadata": {
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    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "source": [
    "### Constants"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "602acc73",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
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   },
   "outputs": [],
   "source": [
    "# Compute dates\n",
    "def last_day_of_month(any_day):\n",
    "    # this will never fail\n",
    "    # get close to the end of the month for any day, and add 4 days 'over'\n",
    "    next_month = any_day.replace(day=28) + timedelta(days=4)\n",
    "    # subtract the number of remaining 'overage' days to get last day of current month, or said programattically said, the previous day of the first of next month\n",
    "    return next_month - timedelta(days=next_month.day)\n",
    "\n",
    "today = date.today()\n",
    "lastDay = last_day_of_month(today)\n",
    "start_month_date = today - dateutil.relativedelta.relativedelta(months=12)\n",
    "\n",
    "start_date = \"{}-{:02d}-{:02d}\".format(today.year, today.month, 1)\n",
    "end_date = \"{}-{:02d}-{:02d}\".format(today.year, today.month, today.day)\n",
    "last_day = \"{}-{:02d}-{:02d}\".format(lastDay.year, lastDay.month, lastDay.day)\n",
    "print(\"Start date:\", start_date)\n",
    "print(\"End date:\", end_date)\n",
    "print(\"Last day:\", last_day)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8aa2658d",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "source": [
    "### Connect to AWS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ded6a696",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "outputs": [],
   "source": [
    "client = boto3.client(\n",
    "    \"ce\",\n",
    "    aws_access_key_id=aws_access_key_id,\n",
    "    aws_secret_access_key=aws_secret_access_key,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9c7a52b8",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "source": [
    "### Get current cost from AWS billing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "58edcd48",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "outputs": [],
   "source": [
    "# Get current cost from AWS billing\n",
    "result = client.get_cost_and_usage(\n",
    "    TimePeriod={\"Start\": start_date, \"End\": end_date},\n",
    "    Granularity=\"MONTHLY\",\n",
    "    Metrics=[\"BlendedCost\"],\n",
    "    GroupBy=[\n",
    "        {\"Type\": \"DIMENSION\", \"Key\": \"SERVICE\"},\n",
    "        {\"Type\": \"DIMENSION\", \"Key\": \"USAGE_TYPE\"},\n",
    "    ],\n",
    ")\n",
    "\n",
    "# Transform current billing to dataframe\n",
    "data_billing = []\n",
    "for t in result[\"ResultsByTime\"]:\n",
    "    for r in t[\"Groups\"]:\n",
    "        dimension = r[\"Keys\"][0]\n",
    "        usage_type = r[\"Keys\"][1]\n",
    "        amount = r[\"Metrics\"][\"BlendedCost\"][\"Amount\"]\n",
    "        period_start = t[\"TimePeriod\"][\"Start\"]\n",
    "        period_end = t[\"TimePeriod\"][\"End\"]\n",
    "        data_billing.append(\n",
    "            {\n",
    "                \"Dimension\": dimension,\n",
    "                \"UsageType\": usage_type,\n",
    "                \"Amount\": amount,\n",
    "                \"PeriodStart\": period_start,\n",
    "                \"PeriodEnd\": period_end,\n",
    "            }\n",
    "        )\n",
    "\n",
    "# Create dataframe\n",
    "df_billing = pd.DataFrame(data_billing).astype({\"Amount\": \"float\"})\n",
    "\n",
    "# Display result\n",
    "current_amount = df_billing[\"Amount\"].sum()\n",
    "print(\"Current Amount:\", round(current_amount, 2))\n",
    "df_billing.head(5)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f2447b39",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "source": [
    "### Get forecast from AWS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "baecaacd",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "outputs": [],
   "source": [
    "ce_forecast = client.get_cost_forecast(\n",
    "    TimePeriod={\"Start\": end_date, \"End\": last_day},\n",
    "    Metric=\"BLENDED_COST\",\n",
    "    Granularity=\"MONTHLY\",\n",
    ")\n",
    "forecast = float(ce_forecast[\"Total\"][\"Amount\"])\n",
    "print(\"Forecast Amount:\", round(forecast, 2))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8e03dcf1",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "source": [
    "### Save current billing to csv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2d676c8d",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "outputs": [],
   "source": [
    "df_billing.to_csv(file_path)\n",
    "asset_link = naas.asset.add(path=file_path)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4f35722d",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "source": [
    "### Create message for slack"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "656c6067",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "outputs": [],
   "source": [
    "message = \"\"\"\n",
    "Hey there, \n",
    "\n",
    "This is your daily AWS billing notification.\n",
    "\n",
    "- Current spending: [*{:.2f}$*]\n",
    "- Forecast left to spent: [*{:.2f}$*]\n",
    "- End of month estimate: [*{:.2f}$*]\n",
    "\n",
    "<{}|Download the detailed csv file>\n",
    "\"\"\".format(\n",
    "    float(current_amount), float(forecast), float(current_amount - forecast), asset_link\n",
    ")\n",
    "image_url = None  # Set to None if you don't need it\n",
    "print(message)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "64bb4d94",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-06-15T17:13:04.069988Z",
     "iopub.status.busy": "2021-06-15T17:13:04.069748Z",
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    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "source": [
    "## Output"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b236e16",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "source": [
    "### Send data to slack"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "808375fb",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "outputs": [],
   "source": [
    "slack.connect(slack_token).send(slack_channel, message)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9bd24159",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "source": [
    "### Add scheduler"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ab050f09",
   "metadata": {
    "papermill": {},
    "tags": [
     "awesome-notebooks/AWS/AWS_Daily_biling_notification_to_slack.ipynb"
    ]
   },
   "outputs": [],
   "source": [
    "naas.scheduler.add(cron=cron)\n",
    "\n",
    "# naas.scheduler.delete()"
   ]
  }
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