example.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "511fe880",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pygeoweaver"
   ]
  },
  {
   "cell_type": "markdown",
   "source": [
    "## List Hosts"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b655ecc6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "+---------+-----------+-----------------+------+------------+\n",
      "| Host Id | Hostname  | IP              | Port | Username   |\n",
      "+---------+-----------+-----------------+------+------------+\n",
      "| 2c9z4s  | Local     |                 |      | -          |\n",
      "| 100001  | Localhost | 127.0.0.1       | 22   | publicuser |\n",
      "| 3yvozx  | New Host  |                 |      | -          |\n",
      "| jf7wuu  | Remote    | 129.174.131.229 | 22   | chetana    |\n",
      "+---------+-----------+-----------------+------+------------+\n"
     ]
    }
   ],
   "source": [
    "pygeoweaver.list_hosts()"
   ]
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Start server"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "start Geoweaver instance..\n",
      "Stop running Geoweaver if any..\n",
      "Start Geoweaver..\n",
      "GeoWeaver is started and ready for use..\n",
      "URL: http://localhost:8070/Geoweaver\n",
      "Success: Geoweaver is up\n"
     ]
    }
   ],
   "source": [
    "pygeoweaver.start()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Show a specific host detail"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "HostId: 100001\n",
      "+---------+-----------+-----------+------+------------+--------+------+-------------------+---------------+\n",
      "| Host Id | Hostname  | IP        | Port | Username   | Owner  | type | url               | Confidential? |\n",
      "+---------+-----------+-----------+------+------------+--------+------+-------------------+---------------+\n",
      "| 100001  | Localhost | 127.0.0.1 | 22   | publicuser | 111111 | ssh  | http://localhost/ | FALSE         |\n",
      "+---------+-----------+-----------+------+------------+--------+------+-------------------+---------------+\n"
     ]
    }
   ],
   "source": [
    "pygeoweaver.detail_host('100001')"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## List workflows"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "+-----------------------+----------------------+\n",
      "| Workflow Id           | Name                 |\n",
      "+-----------------------+----------------------+\n",
      "| gr3ykr8dynu12vrwq11oy | snowcast_wormhole500 |\n",
      "| ejthsf0nkll1ccdvvssg  | test new             |\n",
      "| grlgu9mkbry3qe8qxdg1  | tada                 |\n",
      "+-----------------------+----------------------+\n"
     ]
    }
   ],
   "source": [
    "pygeoweaver.list_workflows()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Show details of a specific workflow"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WorkflowId: gr3ykr8dynu12vrwq11oy\n",
      "+-----------------------+----------------------+-------------------------------------------------------------------------------------------------+--------+---------------+\n",
      "| Workflow Id           | Name                 | Description                                                                                     | Owner  | Confidential? |\n",
      "+-----------------------+----------------------+-------------------------------------------------------------------------------------------------+--------+---------------+\n",
      "| gr3ykr8dynu12vrwq11oy | snowcast_wormhole500 | The complete workflow for snowcast workflow creation, train, test, validation, deploy, predict. | 111111 | FALSE         |\n",
      "+-----------------------+----------------------+-------------------------------------------------------------------------------------------------+--------+---------------+\n"
     ]
    }
   ],
   "source": [
    "pygeoweaver.detail_workflow('gr3ykr8dynu12vrwq11oy')"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Show a specific workflow history"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "+-------------+---------+---------------------+---------------------+---------------+---------+-------+\n",
      "| History Id  | Status  | Begin Time          | End Time            | Input         | Output  | Notes |\n",
      "+-------------+---------+---------------------+---------------------+---------------+---------+-------+\n",
      "| 5lwj8tt9wl6 | Stopped | 03/08/2023 04:47:10 | 03/08/2023 04:47:45 | No code saved | Skipped | -     |\n",
      "+-------------+---------+---------------------+---------------------+---------------+---------+-------+\n"
     ]
    }
   ],
   "source": [
    "pygeoweaver.history_workflow('5lwj8tt9wl6')"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## List Processes"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "+------------+-------------------------------------+----------+-------------+\n",
      "| Process Id | Name                                | Language | Description |\n",
      "+------------+-------------------------------------+----------+-------------+\n",
      "| 8orlpp     | sample bash                         | shell    | shell       |\n",
      "| rfgoeg     | current_dir                         | python   | -           |\n",
      "| de8djk     | sample-bash                         | shell    | shell       |\n",
      "| 78vedq     | data_sentinel2                      | python   | -           |\n",
      "| mxpyqt     | model_creation_lstm                 | python   | python      |\n",
      "| c2xkhz     | model_creation_rf                   | python   | -           |\n",
      "| rauqsh     | model_creation_ghostnet             | python   | python      |\n",
      "| mi3e5n     | model_comparison                    | python   | -           |\n",
      "| u7xh2p     | data_integration                    | python   | -           |\n",
      "| 2wkl6e     | service_deployment                  | python   | python      |\n",
      "| i2fynz     | service_prediction                  | python   | -           |\n",
      "| e8k4wq     | model_train_validate                | python   | -           |\n",
      "| h1qp9v     | model_test                          | python   | -           |\n",
      "| urd0nk     | data_terrainFeatures                | python   | -           |\n",
      "| 525l8q     | data_gee_modis_station_only         | python   | -           |\n",
      "| 7temiv     | data_gee_sentinel1_station_only     | python   | -           |\n",
      "| rmxece     | data_associate_station_grid_cell    | python   | -           |\n",
      "| illwc1     | data_gee_modis_real_time            | python   | -           |\n",
      "| sjs5by     | data_gee_sentinel1_real_time        | python   | -           |\n",
      "| y7nb46     | base_hole                           | python   | -           |\n",
      "| a8p3n7     | data_gee_gridmet_station_only       | python   | -           |\n",
      "| smsdr0     | data_gee_gridmet_real_time          | python   | -           |\n",
      "| 4i0sop     | model_creation_xgboost              | python   | -           |\n",
      "| b63prf     | testing_data_integration            | python   | -           |\n",
      "| zh38b6     | snowcast_utils                      | python   | -           |\n",
      "| wdh394     | model_create_kehan                  | python   | -           |\n",
      "| p87wh1     | data_snotel_real_time               | python   | -           |\n",
      "| ilbqzg     | all_dependencies                    | python   | -           |\n",
      "| do86ae     | data_WUS_UCLA_SR                    | python   | python      |\n",
      "| gkhtc0     | data_nsidc_4km_swe                  | python   | -           |\n",
      "| lbd6cp     | model_creation_et                   | python   | python      |\n",
      "| 8ovvln     | data_nsidc_4km_swe_testing          | python   | -           |\n",
      "| 6z5it4     | install_dependencies                | python   | -           |\n",
      "| 2l4pid     | interpreter-exec                    | python   | python      |\n",
      "| vzrekq     | plot_utilities                      | python   | -           |\n",
      "| 2u9n3d     | subglacial_topography_plot          | python   | -           |\n",
      "| oikovr     | gridded_topography_plot             | python   | -           |\n",
      "| r5qlro     | normal_score_transformation         | python   | -           |\n",
      "| hyf9o1     | transformed_data_plot               | python   | python      |\n",
      "| a9jrs1     | isotropic_experimental_variogram    | python   | -           |\n",
      "| 8hyi80     | anisotropoic_experimental_variogram | python   | -           |\n",
      "| 0qutu4     | plot_test                           | jupyter  | jupyter     |\n",
      "| 8sv3o6     | gridmet_region_selection_download   | python   | python      |\n",
      "| 11iolq     | gridmet_modis                       | python   | python      |\n",
      "+------------+-------------------------------------+----------+-------------+\n"
     ]
    }
   ],
   "source": [
    "pygeoweaver.list_processes()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Show history of a specific process"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "+--------------+--------+---------------------+---------------------+--------------------------------------------------------------------+------------------------------------------------+-------+\n",
      "| History Id   | Status | Begin Time          | End Time            | Input                                                              | Output                                         | Notes |\n",
      "+--------------+--------+---------------------+---------------------+--------------------------------------------------------------------+------------------------------------------------+-------+\n",
      "| jbt9iT3SfNdf | Done   | 02/28/2023 05:41:56 | 02/28/2023 05:41:57 | import os\n",
      "\n",
      "print(str(os.path.dirname(os.path.realpath(__file__)))) | /Users/gokulprathin/gw-workspace/jbt9iT3SfNdf\n",
      " | -     |\n",
      "+--------------+--------+---------------------+---------------------+--------------------------------------------------------------------+------------------------------------------------+-------+\n"
     ]
    }
   ],
   "source": [
    "pygeoweaver.history_process('jbt9iT3SfNdf')"
   ],
   "metadata": {
    "collapsed": false
   }
  }
 ],
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