06-utilities.ipynb

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  {
   "cell_type": "markdown",
   "id": "ee478f9f-06a3-49c5-857a-a9248e7261db",
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   "source": [
    "## OpenSearch utilities to inspect and delete existing indices"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2f485718-d1c8-4ef1-81b6-ca6169342201",
   "metadata": {},
   "source": [
    "#### Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1e4c453f-deaf-4c70-b49c-763aedae62c6",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "from requests.auth import HTTPBasicAuth\n",
    "import requests\n",
    "import logging\n",
    "import yaml"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f7d31c96-e132-45a7-bd02-d859ad634392",
   "metadata": {},
   "source": [
    "##### Setup logging"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1f626aff-795d-4814-8852-3e980308c80c",
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   "outputs": [],
   "source": [
    "logger = logging.getLogger('sagemaker')\n",
    "logger.setLevel(logging.DEBUG)\n",
    "logger.addHandler(logging.StreamHandler())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d2bd3200-46d9-41a9-90c4-bbee2eec2ceb",
   "metadata": {},
   "source": [
    "##### Log versions of dependencies "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "1b88f626-1037-4b04-ab19-a46f0290b2cd",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Using requests==2.28.2\n",
      "Using pyyaml==6.0\n"
     ]
    }
   ],
   "source": [
    "logger.info(f'Using requests=={requests.__version__}')\n",
    "logger.info(f'Using pyyaml=={yaml.__version__}')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e9fc84bc-aec4-4914-8354-04621e5c58d8",
   "metadata": {},
   "source": [
    "#### Setup essentials "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "cc0570ef-7243-4959-8b68-bdb0eea4db37",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "with open('config.yml', 'r') as file:\n",
    "    config = yaml.safe_load(file)\n",
    "\n",
    "es_username = config['credentials']['username']\n",
    "es_password = config['credentials']['password']\n",
    "\n",
    "domain_endpoint = config['domain']['endpoint']\n",
    "domain_index = config['domain']['index']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "192b3fb7-782c-4663-bc4a-4404c8b9b26e",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "URL for OpenSearch index = https://search-semantic-search-hryn56c5jy43yryimohz4ajvyi.us-east-1.es.amazonaws.com/_cat/indices?v\n"
     ]
    }
   ],
   "source": [
    "URL = f'{domain_endpoint}/_cat/indices?v'\n",
    "logger.info(f'URL for OpenSearch index = {URL}')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "36f98a7a-988c-411b-921c-cce1f9116a93",
   "metadata": {},
   "source": [
    "#### Inspect existing indices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7d2f4c7d-8ba5-4a78-b0fa-dbf83547415f",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "URL for OpenSearch _cat/indices API endpoint = https://search-semantic-search-hryn56c5jy43yryimohz4ajvyi.us-east-1.es.amazonaws.com/_cat/indices?v\n",
      "health status index                uuid                   pri rep docs.count docs.deleted store.size pri.store.size\n",
      "green  open   passages             09a08Od9QWW7EtykoLwzdw   5   1      54743            0     10.6gb          5.3gb\n",
      "green  open   .opendistro_security tnsZTLcVSoyR-26Wxglfqw   1   2          9            4    194.8kb         60.5kb\n",
      "green  open   .kibana_1            7Ye5n66cRuaRubJYBMabYA   1   1          0            0       416b           208b\n",
      "green  open   legal-passages       7uRwvm-6TA-OnT-GNkFNWg   5   1        378            0     75.5mb         37.7mb\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Send a GET request to the URL to list all indices\n",
    "response = requests.get(URL, auth=HTTPBasicAuth(es_username, es_password))\n",
    "\n",
    "# Log the URL for the OpenSearch _cat/indices API endpoint\n",
    "logger.info(f'URL for OpenSearch _cat/indices API endpoint = {URL}')\n",
    "\n",
    "# Check if the request was successful\n",
    "if response.status_code == 200:\n",
    "    # Log the response text (list of indices)\n",
    "    logger.info(response.text)\n",
    "else:\n",
    "    # Log an error message if the request was unsuccessful\n",
    "    logger.error(f'Failed to list indices. Status code: {response.status_code}, Response: {response.text}')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "32f1f005-6302-42f6-9d5d-a00c1de12a24",
   "metadata": {},
   "source": [
    "#### Delete existing indices  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "96a9f283-ec6e-4bf4-afef-afd75cd4f7f9",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Define a list of indices to delete\n",
    "indices_to_delete = ['legal-passages']  # Replace with your list of indices to delete\n",
    "\n",
    "# Iterate over the list of indices and send a DELETE request for each index\n",
    "for index in indices_to_delete:\n",
    "    # Define the URL for the DELETE index API endpoint\n",
    "    URL = f'{domain_endpoint}/{index}'\n",
    "    # Send a DELETE request to the URL to delete the index\n",
    "    response = requests.delete(URL, auth=HTTPBasicAuth(es_username, es_password))\n",
    "    logger.info(response)"
   ]
  },
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   "id": "2b37fb3e-6f75-4a4e-9b32-eee2c19114a5",
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   "source": []
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