{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "592b8135-c06b-41b7-895e-9dd70787f6ac",
   "metadata": {},
   "source": [
    "# Use Glances API in your Python code"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e5ec86ae-ce2b-452f-b715-54e746026a96",
   "metadata": {},
   "source": [
    "## Init the Glances API"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ba9b3546-65a0-4eec-942b-1855ff5c5d32",
   "metadata": {},
   "outputs": [],
   "source": [
    "from glances import api"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "e81ad928-3b61-4654-8589-13cb29e7f292",
   "metadata": {},
   "outputs": [],
   "source": [
    "gl = api.GlancesAPI()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6ec912a3-0875-4cdb-8539-e84ffb27768a",
   "metadata": {},
   "source": [
    "## Get plugins list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "1ce57a13-a90d-4d65-b4a4-2bc45112697e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['alert',\n",
       " 'ports',\n",
       " 'diskio',\n",
       " 'containers',\n",
       " 'processcount',\n",
       " 'programlist',\n",
       " 'gpu',\n",
       " 'percpu',\n",
       " 'vms',\n",
       " 'system',\n",
       " 'network',\n",
       " 'cpu',\n",
       " 'amps',\n",
       " 'processlist',\n",
       " 'load',\n",
       " 'sensors',\n",
       " 'uptime',\n",
       " 'now',\n",
       " 'connections',\n",
       " 'fs',\n",
       " 'wifi',\n",
       " 'ip',\n",
       " 'help',\n",
       " 'version',\n",
       " 'psutilversion',\n",
       " 'core',\n",
       " 'mem',\n",
       " 'folders',\n",
       " 'quicklook',\n",
       " 'memswap',\n",
       " 'raid']"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.plugins()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d5be2964-7a28-4b93-9dd0-1481afd2ee50",
   "metadata": {},
   "source": [
    "## Get CPU stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "0d1636d2-3f3e-44d4-bb67-45487384f79f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'total': 3.8, 'user': 3.0, 'nice': 0.0, 'system': 0.8, 'idle': 96.1, 'iowait': 0.1, 'irq': 0.0, 'steal': 0.0, 'guest': 0.0, 'ctx_switches': 0, 'interrupts': 0, 'soft_interrupts': 0, 'syscalls': 0, 'cpucore': 16, 'time_since_update': 141.46278643608093, 'ctx_switches_gauge': 12830371, 'ctx_switches_rate_per_sec': 0, 'interrupts_gauge': 9800040, 'interrupts_rate_per_sec': 0, 'soft_interrupts_gauge': 3875931, 'soft_interrupts_rate_per_sec': 0, 'syscalls_gauge': 0, 'syscalls_rate_per_sec': 0}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.cpu"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "99681a33-045e-43bf-927d-88b15872fad0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3.1"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.cpu.get('total')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "07e30de4-8f2a-4110-9c43-2a87d91dbf24",
   "metadata": {},
   "source": [
    "## Get MEMORY stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "33502d93-acf9-49c5-8bcd-0a0404b47829",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'total': 16422858752, 'available': 6726169136, 'percent': 59.0, 'used': 9696689616, 'free': 541847552, 'active': 8672595968, 'inactive': 5456875520, 'buffers': 354791424, 'cached': 6520318384, 'shared': 729960448}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.mem"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "404cd8d6-ac38-4830-8ead-4b747e0ca7b1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6779998768"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.mem.get('available')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "74e27e9f-3240-4827-a754-3538b7d68119",
   "metadata": {},
   "source": [
    "Display it in a user friendly way:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "fa83b40a-51e8-45fa-b478-d0fcc9de4639",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'6.28G'"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.auto_unit(gl.mem.get('available'))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bfaf5b94-7c9c-4fdc-8a91-71f543cafa4b",
   "metadata": {},
   "source": [
    "## Get NETWORK stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "a0ab2ce7-e9bd-4a60-9b90-095a9023dac7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'wlp0s20f3': {'bytes_sent': 1130903, 'bytes_recv': 2213272, 'speed': 0, 'key': 'interface_name', 'interface_name': 'wlp0s20f3', 'alias': 'WIFI', 'bytes_all': 3344175, 'time_since_update': 354.35748958587646, 'bytes_recv_gauge': 1108380679, 'bytes_recv_rate_per_sec': 6245.0, 'bytes_sent_gauge': 21062113, 'bytes_sent_rate_per_sec': 3191.0, 'bytes_all_gauge': 1129442792, 'bytes_all_rate_per_sec': 9437.0}}"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.network"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b65f7280-d9f0-4719-9e10-8b78dc414bae",
   "metadata": {},
   "source": [
    "Get the list of networks interfaces:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "1a55d32a-bd7d-4dfa-b239-8875c01f205e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['wlp0s20f3']"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.network.keys()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8c7e0215-e96a-4f7e-a187-9b7bee1abcf9",
   "metadata": {},
   "source": [
    "Get stats for a specific network interface:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "9aacfb32-c0e3-4fc7-b1d2-d216e46088cd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'bytes_sent': 118799,\n",
       " 'bytes_recv': 275052,\n",
       " 'speed': 0,\n",
       " 'key': 'interface_name',\n",
       " 'interface_name': 'wlp0s20f3',\n",
       " 'alias': 'WIFI',\n",
       " 'bytes_all': 393851,\n",
       " 'time_since_update': 46.24822926521301,\n",
       " 'bytes_recv_gauge': 1108795793,\n",
       " 'bytes_recv_rate_per_sec': 5947.0,\n",
       " 'bytes_sent_gauge': 21268464,\n",
       " 'bytes_sent_rate_per_sec': 2568.0,\n",
       " 'bytes_all_gauge': 1130064257,\n",
       " 'bytes_all_rate_per_sec': 8516.0}"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.network.get('wlp0s20f3')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "4f5ae513-6022-4a52-8d6c-e8b62afacc24",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5105.0"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.network.get('wlp0s20f3').get('bytes_recv_rate_per_sec')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8b0bdbf4-e386-44aa-9585-1d042f0ded5d",
   "metadata": {},
   "source": [
    "## Additional information"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5c52a0c7-06fb-432a-bdb7-9921f432d5a6",
   "metadata": {},
   "source": [
    "Example for the LOAD plugin."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "99303a2b-52a3-440f-a896-ad4951a9de34",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'min1': 1.01123046875, 'min5': 0.83447265625, 'min15': 0.76171875, 'cpucore': 16}"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.load"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7a560824-2787-4436-b39b-63de0c455536",
   "metadata": {},
   "source": [
    "Get the limit configured in the glances.conf:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "cbbc6a81-623f-4eff-9d08-e6a8b5981660",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'min1': {'description': 'Average sum of the number of processes waiting in the run-queue plus the number currently executing over 1 minute.',\n",
       "  'unit': 'float'},\n",
       " 'min5': {'description': 'Average sum of the number of processes waiting in the run-queue plus the number currently executing over 5 minutes.',\n",
       "  'unit': 'float'},\n",
       " 'min15': {'description': 'Average sum of the number of processes waiting in the run-queue plus the number currently executing over 15 minutes.',\n",
       "  'unit': 'float'},\n",
       " 'cpucore': {'description': 'Total number of CPU core.', 'unit': 'number'}}"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.load.fields_description"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2bd51d13-77e3-48f0-aa53-af86df6425f8",
   "metadata": {},
   "source": [
    "Get field description and unit:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "8682edcf-a8b9-424c-976f-2a301a05be6a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'history_size': 1200.0,\n",
       " 'load_disable': ['False'],\n",
       " 'load_careful': 0.7,\n",
       " 'load_warning': 1.0,\n",
       " 'load_critical': 5.0}"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.load.get_limits()"
   ]
  },
  {
   "cell_type": "raw",
   "id": "3c671ff8-3a0c-48d3-8247-6081c69c19a9",
   "metadata": {},
   "source": [
    "Get current stats views regarding limits:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "45e03e9b-233c-4359-bcbc-7d2f06aca1c6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'min1': {'decoration': 'DEFAULT',\n",
       "  'optional': False,\n",
       "  'additional': False,\n",
       "  'splittable': False,\n",
       "  'hidden': False},\n",
       " 'min5': {'decoration': 'OK',\n",
       "  'optional': False,\n",
       "  'additional': False,\n",
       "  'splittable': False,\n",
       "  'hidden': False},\n",
       " 'min15': {'decoration': 'OK_LOG',\n",
       "  'optional': False,\n",
       "  'additional': False,\n",
       "  'splittable': False,\n",
       "  'hidden': False},\n",
       " 'cpucore': {'decoration': 'DEFAULT',\n",
       "  'optional': False,\n",
       "  'additional': False,\n",
       "  'splittable': False,\n",
       "  'hidden': False}}"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gl.load.get_views()"
   ]
  }
 ],
 "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": "3.14.0"
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