Merge pull request #123 from v3io/IG-13404-netops-infer-nuclio-deploy

Updated inference nuclio cmds

Author: adiso75

demos/netops/04-infer.ipynb

@@ -89,6 +89,7 @@
     "pip install sklearn\n",
     "pip install v3io_frames\n",
     "pip install dask_ml\n",
+    "pip install dask['complete']\n",
     "apt-get update && apt-get install -y wget\n",
     "mkdir -p /tmp/mlmodel"
    ]
@@ -175,7 +176,7 @@
     {
      "data": {
       "text/plain": [
-       "'time                 company                     data_center        device       \\n2019-06-17 13:42:04  Ortega__Nelson_and_Parrish  Chen_Rest          9999032632997    0.0\\n2019-06-17 14:42:04  Ortega__Nelson_and_Parrish  Chen_Rest          9999032632997    0.0\\n2019-06-17 13:42:04  Ortega__Nelson_and_Parrish  Chen_Rest          2588823083436    0.0\\n2019-06-17 14:42:04  Ortega__Nelson_and_Parrish  Chen_Rest          2588823083436    0.0\\n2019-06-17 13:42:04  Ortega__Nelson_and_Parrish  Gallagher_Springs  9909218583192    0.0\\n2019-06-17 14:42:04  Ortega__Nelson_and_Parrish  Gallagher_Springs  9909218583192    0.0\\n2019-06-17 13:42:04  Washington-Lambert          Tamara_Greens      9025508674926    0.0\\n2019-06-17 14:42:04  Washington-Lambert          Tamara_Greens      9025508674926    0.0\\n2019-06-17 13:42:04  Washington-Lambert          Nicole_Trail       5079628775825    0.0\\n2019-06-17 14:42:04  Washington-Lambert          Nicole_Trail       5079628775825    0.0\\n2019-06-17 13:42:04  Washington-Lambert          Nicole_Trail       0243526550889    0.0\\n2019-06-17 14:42:04  Washington-Lambert          Nicole_Trail       0243526550889    0.0\\n2019-06-17 13:42:04  Washington-Lambert          Tamara_Greens      1416256267840    0.0\\n2019-06-17 14:42:04  Washington-Lambert          Tamara_Greens      1416256267840    0.0\\n2019-06-17 13:42:04  Ortega__Nelson_and_Parrish  Gallagher_Springs  6842603445464    0.0\\n2019-06-17 14:42:04  Ortega__Nelson_and_Parrish  Gallagher_Springs  6842603445464    0.0\\nName: prediction, dtype: float64'"
+       "'time                 device         company                         data_center  \\n2019-09-19 05:13:33  7599600092398  Gibson__Richardson_and_Manning  Seth_Neck        0.0\\n2019-09-19 06:13:33  7599600092398  Gibson__Richardson_and_Manning  Seth_Neck        0.0\\n2019-09-19 05:13:33  6886065399169  Phillips__Snyder_and_Carr       Rowe_Mills       0.0\\n2019-09-19 06:13:33  6886065399169  Phillips__Snyder_and_Carr       Rowe_Mills       0.0\\n2019-09-19 05:13:33  7113029207148  Flores_Inc                      Ramirez_Pine     0.0\\n2019-09-19 06:13:33  7113029207148  Flores_Inc                      Ramirez_Pine     0.0\\n2019-09-19 05:13:33  9745701250521  Sanchez__Thornton_and_Moyer     Ronald_Summit    0.0\\n2019-09-19 06:13:33  9745701250521  Sanchez__Thornton_and_Moyer     Ronald_Summit    0.0\\n2019-09-19 05:13:33  6674224246165  Flores_Inc                      Ramirez_Pine     0.0\\n2019-09-19 06:13:33  6674224246165  Flores_Inc                      Ramirez_Pine     0.0\\n2019-09-19 05:13:33  0272045277005  Smith-Ryan                      Lynn_Course      0.0\\n2019-09-19 06:13:33  0272045277005  Smith-Ryan                      Lynn_Course      0.0\\n2019-09-19 05:13:33  8096995049009  Jones__Scott_and_Ward           Hart_Court       0.0\\n2019-09-19 06:13:33  8096995049009  Jones__Scott_and_Ward           Hart_Court       0.0\\n2019-09-19 05:13:33  6989208433528  Smith-Ryan                      Lynn_Course      0.0\\n2019-09-19 06:13:33  6989208433528  Smith-Ryan                      Lynn_Course      0.0\\n2019-09-19 05:13:33  8833130028393  Smith-Ryan                      James_Landing    0.0\\n2019-09-19 06:13:33  8833130028393  Smith-Ryan                      James_Landing    0.0\\n2019-09-19 05:13:33  1925182175044  Jones__Scott_and_Ward           Edward_Pike      0.0\\n2019-09-19 06:13:33  1925182175044  Jones__Scott_and_Ward           Edward_Pike      0.0\\n2019-09-19 05:13:33  4677288158654  Phillips__Snyder_and_Carr       Eric_Point       0.0\\n2019-09-19 06:13:33  4677288158654  Phillips__Snyder_and_Carr       Eric_Point       0.0\\n2019-09-19 05:13:33  6686678612727  Phillips__Snyder_and_Carr       Eric_Point       0.0\\n2019-09-19 06:13:33  6686678612727  Phillips__Snyder_and_Carr       Eric_Point       0.0\\n2019-09-19 05:13:33  8295175714546  Flores_Inc                      Melissa_Inlet    0.0\\n2019-09-19 06:13:33  8295175714546  Flores_Inc                      Melissa_Inlet    0.0\\n2019-09-19 05:13:33  4203356660701  Sanchez__Thornton_and_Moyer     Edwards_Trail    0.0\\n2019-09-19 06:13:33  4203356660701  Sanchez__Thornton_and_Moyer     Edwards_Trail    0.0\\n2019-09-19 05:13:33  8156561105795  Gibson__Richardson_and_Manning  Beltran_Key      0.0\\n2019-09-19 06:13:33  8156561105795  Gibson__Richardson_and_Manning  Beltran_Key      0.0\\n2019-09-19 05:13:33  4569632589211  Jones__Scott_and_Ward           Edward_Pike      0.0\\n2019-09-19 06:13:33  4569632589211  Jones__Scott_and_Ward           Edward_Pike      0.0\\n2019-09-19 05:13:33  5805381901240  Gibson__Richardson_and_Manning  Beltran_Key      0.0\\n2019-09-19 06:13:33  5805381901240  Gibson__Richardson_and_Manning  Beltran_Key      0.0\\n2019-09-19 05:13:33  4174748504754  Sanchez__Thornton_and_Moyer     Ronald_Summit    0.0\\n2019-09-19 06:13:33  4174748504754  Sanchez__Thornton_and_Moyer     Ronald_Summit    0.0\\n2019-09-19 05:13:33  0383843381241  Sanchez__Thornton_and_Moyer     Edwards_Trail    0.0\\n2019-09-19 06:13:33  0383843381241  Sanchez__Thornton_and_Moyer     Edwards_Trail    0.0\\n2019-09-19 05:13:33  2168656006719  Jones__Scott_and_Ward           Hart_Court       0.0\\n2019-09-19 06:13:33  2168656006719  Jones__Scott_and_Ward           Hart_Court       0.0\\n2019-09-19 05:13:33  6358670320243  Gibson__Richardson_and_Manning  Seth_Neck        0.0\\n2019-09-19 06:13:33  6358670320243  Gibson__Richardson_and_Manning  Seth_Neck        0.0\\n2019-09-19 05:13:33  7161470941513  Smith-Ryan                      James_Landing    0.0\\n2019-09-19 06:13:33  7161470941513  Smith-Ryan                      James_Landing    0.0\\n2019-09-19 05:13:33  6372735259215  Phillips__Snyder_and_Carr       Rowe_Mills       0.0\\n2019-09-19 06:13:33  6372735259215  Phillips__Snyder_and_Carr       Rowe_Mills       0.0\\n2019-09-19 05:13:33  7342971671588  Flores_Inc                      Melissa_Inlet    0.0\\n2019-09-19 06:13:33  7342971671588  Flores_Inc                      Melissa_Inlet    0.0\\nName: prediction, dtype: float64'"
       ]
      },
      "execution_count": 8,
@@ -421,6 +422,7 @@
     }
    ],
    "source": [
+    "# nuclio: ignore\n",
     "client.read(backend='tsdb', query='select avg(cpu_utilization) , avg(latency) , avg(packet_loss) , avg(throughput)  from netops_metrics_jupyter group by company, data_center, device',\n",
     "            start=\"now-1d\", end='now+1d', multi_index=True, step='5m').head(10)\n"
    ]
@@ -453,5 +455,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }