Lesson 2.5. Simulation API - Running Simulations.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Lesson 2.5:\n",
    "# Running Simulations with the Simulation API\n",
    "\n",
    "This tutorial introduces the Simulation API and how it can be used to run power system simulations, subscribe to measurement data, and publish equipment control commands.\n",
    "\n",
    "__Learning Objectives:__\n",
    "\n",
    "At the end of the tutorial, the user should be able to use the Simulation API to\n",
    "\n",
    "* Create a simulation configuration dictionary\n",
    "* Start a simulation using the GridAPPSD-Python library\n",
    "* Pause, resume, and stop simulations using the GridAPPSD-Python library\n",
    "\n",
    "## Getting Started\n",
    "\n",
    "Before running any of the sample routines in this tutorial, it is first necessary to start the GridAPPS-D Platform and establish a connection to this notebook so that we can start passing calls to the API."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "_Open the Ubuntu terminal and start the GridAPPS-D Platform if it is not running already:_\n",
    "\n",
    "`cd gridappsd-docker`\n",
    "\n",
    "~/gridappsd-docker$ `./run.sh -t develop`\n",
    "\n",
    "_Once containers are running,_\n",
    "\n",
    "gridappsd@[container]:/gridappsd$ `./run-gridappsd.sh`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Establish connection to GridAPPS-D Platform:\n",
    "from gridappsd import GridAPPSD\n",
    "gapps = GridAPPSD(\"('localhost', 61613)\", username='system', password='manager')\n",
    "model_mrid = \"_49AD8E07-3BF9-A4E2-CB8F-C3722F837B62\" # IEEE 13 Node used for all example queries"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "# Table of Contents\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "# 1. Introduction to the Simulation API\n",
    "\n",
    "\n",
    "The Simulation API is used for all actions related to a power system simulation. It is used to start, pause, restart, and stop a simulation from the command line or inside an application. It is all used to subscribe to measurements of equipment (such as line flows, loads, and DG setpoints) and the statuses of switches, capacitors, transformer taps, etc. It is also used to publish equipment control and other simulation input commands."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "# 2. Using the Simulation API"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2.1. Specifying the Topic\n",
    "\n",
    "In the previous lessons all the queries passed to other APIs all used static `/queue/` channels to pass API calls to the GOSS message bus and the GridAPPS-D Platform. \n",
    "\n",
    "However, the Simulation API is used to communicate with a broad range of subscribers. The list of topics covered by the Simulation API cover both static `/queue/` and dynamic `/topic/` communication channel names. \n",
    "\n",
    "Extreme care is needed to use the correct topic. For a review of GridAPPS-D topics, see [Lesson 1.4.](Lesson%201.4.%20GridAPPS-D%20Topics.ipynb)\n",
    "\n",
    "The correct topic for each Simulation API call will be provided in the corresponding section for each API task below."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[Return to Top](#Table-of-Contents)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2.2. Structure of a Simulation Message\n",
    "\n",
    "\n",
    "Due to the wide range of tasks accomplished by the Simualtion API, there is no single message format that is used across all API Calls. \n",
    "\n",
    "Each message takes the form of a python dictionary or equivalent JSON script wrapped as a python string. \n",
    "\n",
    "The structure of each Simulation API call message will be provided in the corresponding section for each API task below."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[Return to Top](#Table-of-Contents)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "# 3. Starting a Simulation\n",
    "\n",
    "## 3.1. Specify the GridAPPS-D Topic \n",
    "\n",
    "This is a static `/queue/` communication channel\n",
    "\n",
    "__1) Specifying the topic as a string:__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "topic = \"goss.gridappsd.process.request.simulation\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__2) Using the topics library to specify the topic:__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from gridappsd import topics as t\n",
    "topic = t.REQUEST_SIMULATION"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[Return to Top](#Table-of-Contents)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3.2. API Message Structure\n",
    "\n",
    "To start a simulation from the command line or from inside an application, it is necessary to pass a message with a structure similar to that used by the Configuration File API (covered in [Lesson 2.5.](Lesson%202.5.%20Configuration%20File%20API.ipynb)) so that the GridAPPS-D platform can create a custom GridLab-D file from the CIM XML model stored in the Blazegraph Database.\n",
    "\n",
    "The accepted set of key-value pairs for the Simulation API call to start a new simulation is\n",
    "\n",
    "```\n",
    "message = {\n",
    "    \"power_system_config\": {\n",
    "        \"key1\": \"value1\",\n",
    "        \"key2\": \"value2\"},\n",
    "    \"simulation_config\": {\n",
    "        \"key1\": \"value1\",\n",
    "        \"key2\": \"value2\",\n",
    "        \"model_creation_config\": {\n",
    "            \"key1\": \"value1\",\n",
    "            \"key2\": \"value2\",\n",
    "            \"model_state\": {\n",
    "                \"key1\": \"value1\",\n",
    "                \"key2\": \"value2\"} \n",
    "            }\n",
    "         },\n",
    "    \"simulation_output\": {\n",
    "        \"key1\": \"value1\",\n",
    "        \"key2\": \"value2\"},\n",
    "    \"application_config\": [{\n",
    "        \"key1\": \"value1\",\n",
    "        \"key2\": \"value2\"}],\n",
    "    \"test_config\": {\n",
    "        \"events\": [{,\n",
    "            \"message\": {\n",
    "                \"forward_differences\": [{\n",
    "                    \"key1\": \"value1\",\n",
    "                    \"key2\": \"value2\"}]\n",
    "                \"reverse_differences\": [{\n",
    "                    \"key1\": \"value1\",\n",
    "                    \"key2\": \"value2\"}],\n",
    "            \"key1\": \"value1\",\n",
    "            \"key2\": \"value2\"}\n",
    "            }]       \n",
    "    },\n",
    "    \"service_configs\": {\n",
    "        \"key1\": \"value1\",\n",
    "        \"key2\": \"value2\"} \n",
    "}\n",
    "```\n",
    "\n",
    "The components of the message are identical to the options in the tabs in the GridAPPS-D. Each key-value pair is explained in detail below."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The components of the message are as follows:\n",
    "\n",
    "### 3.2.1. `\"power_system_config\":` \n",
    "\n",
    "This key is __required__ and specifies the CIM XML model to be imported and used for the simulation. Required key-value pairs are\n",
    "\n",
    "```\n",
    "\"power_system_config\": {   REQUIRED KEY                      REQUIRED VALUE\n",
    "                     \"GeographicalRegion_name\":           mRID as string ,\n",
    "                     \"SubGeographicalRegion_name\":        mRID as string ,\n",
    "                     \"Line_name\":                         mRID as string }\n",
    "                \n",
    "```"
   ]
  },
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As can be seen, the required key-value pairs are identical to those that are selected graphically using the GridAPPS-D Viz:\n",
    "\n",
    "![2_6_psconfig.png](attachment:2_6_psconfig.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3.2.2. `\"simulation_config\":` \n",
    "\n",
    "This key is __required__ and specifies the runtime parameters, such as simulation duration and time step. Required key-value pairs are\n",
    "\n",
    "```\n",
    "\"simulation_config\": {   REQUIRED KEY                      REQUIRED VALUE\n",
    "                    \"start_time\":                    epoch time string ,\n",
    "                    \"duration\":                      number (seconds) ,\n",
    "                    \"simulator\":                     \"GridLAB-D\" ,\n",
    "                    \"timestep_frequency\":            number (milliseconds) ,\n",
    "                    \"timestep_increment\":            number (milliseconds) ,\n",
    "                    \"run_realtime\":                  true OR false ,\n",
    "                    \"simulation_name\":               string ,\n",
    "                    \"power_flow_solver_method\":      \"NR\" ,\n",
    "                    \"model_creation_config\":         key-value pairs }\n",
    "```\n",
    "\n",
    "The key `\"model_creation_config\":` is one of the __optional__ key-value pairs that can specified. This specifies the load profile and changes to the base case used for the simulation. Key-value pairs are\n",
    "\n",
    "```\n",
    "    \"model_creation_config\": { KEY                       VALUE\n",
    "                        \"load_scaling_factor\":             number ,\n",
    "                        \"schedule_name\":                   string ,\n",
    "                        \"z_fraction\":                      number ,\n",
    "                        \"i_fraction\":                      number ,\n",
    "                        \"p_fraction\":                      number ,\n",
    "                        \"randomize_zipload_fractions\":     true OR false ,\n",
    "                        \"use_houses\":                      true OR false , \n",
    "                        \"model_state\":                     key-value pairs }\n",
    "                        \n",
    "```\n",
    "\n",
    "The key `\"model_state:\"` is one of the __optional__ key-value pairs used to specify changes to switch positions and DER setpoints from the base case stored in the Blazegraph database. Key-value pairs are\n",
    "\n",
    "```\n",
    "        \"model_state\": {  \n",
    "                        \"synchronousmachines\":[\n",
    "                                {\"name\": \"GLM/DSS name\",\"p\": number,\"q\": number},\n",
    "                                {\"name\": \"GLM/DSS name\",\"p\": number,\"q\": number}],\n",
    "                        \"switches\":[\n",
    "                                {\"name\":\"GLM/DSS name\", \"open\": true},\n",
    "                                {\"name\":\"GLM/DSS name\", \"open\": false}]\n",
    "            }\n",
    "```"
   ]
  },
  {
   "attachments": {
    "2_6_simconfig.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As can be seen, the required key-value pairs are identical to those that are selected graphically using the GridAPPS-D Viz. By default, only the required key-value pairs are listed in the viz. The simulation launched in the Viz can be configured using any of the `\"model_creation_config\"` and `\"model_state\"` key-value pairs.\n",
    "\n",
    "![2_6_simconfig.png](attachment:2_6_simconfig.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3.2.3. `\"application_config\":` \n",
    "\n",
    "This key is __optional__ and specifies which applications will run during the simulation. The associated value is a list that specifies the name and application-specific configuration parameters. \n",
    "\n",
    "```\n",
    "\"application_config\": {\n",
    "        \"applications\": [\n",
    "                {\n",
    "                \"name\": \"application1\",\n",
    "                \"config_string\": \"application-specific config string\"\n",
    "                }, \n",
    "                {\n",
    "                \"name\": \"application2\",\n",
    "                \"config_string\": \"application-specific config string\"\n",
    "                }]\n",
    "}              \n",
    "```"
   ]
  },
  {
   "attachments": {
    "2_6_appconfig.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As can be seen, the required key-value pairs are identical to those that are selected graphically using the GridAPPS-D Viz. Note: simulations started using the GridAPPS-D Viz can only run one app at a time. This is due to the GUI design and not a limitation of the Simulation API.\n",
    "\n",
    "![2_6_appconfig.png](attachment:2_6_appconfig.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3.2.4. `\"test_config\":`\n",
    "\n",
    "This key is __optional__ and specifies whether any pre-scripted events should be scheduled to occur during the simulation, such as faults, communication outages, and equipment malfunctions. The events use the format of a __Difference Message__, which will be covered in Lesson 3.XX (to be released soon). The key-value pairs are\n",
    "\n",
    "```\n",
    "\"test_config\": {\n",
    "        \"events\": [{\n",
    "            \"message\": {\n",
    "                \"forward_differences\": [\n",
    "                    {\n",
    "                        \"object\": \"control object mRID\",\n",
    "                        \"attribute\": \"CIM Class Attribute\",\n",
    "                        \"value\": number\n",
    "                    }\n",
    "                ],\n",
    "                \"reverse_differences\": [\n",
    "                    {\n",
    "                        \"object\": \"control object mRID\",\n",
    "                        \"attribute\": \"CIM Class Attribute\",\n",
    "                        \"value\": number\n",
    "                    }\n",
    "                ]\n",
    "            },\n",
    "            \"event_type\": \"ScheduledCommandEvent\",\n",
    "            \"occuredDateTime\": epoch time number,\n",
    "            \"stopDateTime\": epoch time number\n",
    "        }]\n",
    "}    \n",
    "```"
   ]
  },
  {
   "attachments": {
    "2_6_testconfig.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As can be seen, the required key-value pairs are identical to those that are selected graphically using the GridAPPS-D Viz. The Viz offers the equivalent options to create line faults, communications outages, or upload a custom difference message JSON file.\n",
    "\n",
    "![2_6_testconfig.png](attachment:2_6_testconfig.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3.2.5. `service_configs`\n",
    "\n",
    "This key is used to start a GridAPPS-D service, such as the Sensor Service, State Estimator, or DNP3 Service. The key-value pairs for starting the service depend on the particular service and will be covered in the lessons for each GridAPPS-D service. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3.2.6. Complete Simulation Message"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    " run_config_123 = {\n",
    "    \"power_system_config\": {\n",
    "        \"GeographicalRegion_name\": \"_73C512BD-7249-4F50-50DA-D93849B89C43\",\n",
    "        \"SubGeographicalRegion_name\": \"_1CD7D2EE-3C91-3248-5662-A43EFEFAC224\",\n",
    "        \"Line_name\": \"_C1C3E687-6FFD-C753-582B-632A27E28507\"\n",
    "    },\n",
    "    \"application_config\": {\n",
    "        \"applications\": []\n",
    "    },\n",
    "    \"simulation_config\": {\n",
    "        \"start_time\": \"1570041113\",\n",
    "        \"duration\": \"120\",\n",
    "        \"simulator\": \"GridLAB-D\",\n",
    "        \"timestep_frequency\": \"1000\",\n",
    "        \"timestep_increment\": \"1000\",\n",
    "        \"run_realtime\": True,\n",
    "        \"simulation_name\": \"ieee123\",\n",
    "        \"power_flow_solver_method\": \"NR\",\n",
    "        \"model_creation_config\": {\n",
    "            \"load_scaling_factor\": \"1\",\n",
    "            \"schedule_name\": \"ieeezipload\",\n",
    "            \"z_fraction\": \"0\",\n",
    "            \"i_fraction\": \"1\",\n",
    "            \"p_fraction\": \"0\",\n",
    "            \"randomize_zipload_fractions\": False,\n",
    "            \"use_houses\": False\n",
    "        }\n",
    "    },\n",
    "    \"test_config\": {\n",
    "        \"events\": [{\n",
    "            \"message\": {\n",
    "                \"forward_differences\": [\n",
    "                    {\n",
    "                        \"object\": \"_6C1FDA90-1F4E-4716-BC90-1CCB59A6D5A9\",\n",
    "                        \"attribute\": \"Switch.open\",\n",
    "                        \"value\": 1\n",
    "                    }\n",
    "                ],\n",
    "                \"reverse_differences\": [\n",
    "                    {\n",
    "                        \"object\": \"_6C1FDA90-1F4E-4716-BC90-1CCB59A6D5A9\",\n",
    "                        \"attribute\": \"Switch.open\",\n",
    "                        \"value\": 0\n",
    "                    }\n",
    "                ]\n",
    "            },\n",
    "            \"event_type\": \"ScheduledCommandEvent\",\n",
    "            \"occuredDateTime\": 1570041140,\n",
    "            \"stopDateTime\": 1570041200\n",
    "        }]\n",
    "    },\n",
    "     \"service_configs\": [{\n",
    "        \"id\": \"gridappsd-sensor-simulator\",\n",
    "        \"user_options\": {\n",
    "            \"sensors-config\": {\n",
    "                \"_99db0dc7-ccda-4ed5-a772-a7db362e9818\": {\n",
    "                    \"nominal-value\": 100,\n",
    "                    \"perunit-confidence-band\": 0.02,\n",
    "                    \"aggregation-interval\": 5,\n",
    "                    \"perunit-drop-rate\": 0.01\n",
    "                },\n",
    "                \"_ee65ee31-a900-4f98-bf57-e752be924c4d\": {},\n",
    "                \"_f2673c22-654b-452a-8297-45dae11b1e14\": {}\n",
    "            },\n",
    "            \"random-seed\": 0,\n",
    "            \"default-aggregation-interval\": 30,\n",
    "            \"passthrough-if-not-specified\": False,\n",
    "            \"default-perunit-confidence-band\": 0.01,\n",
    "            \"default-perunit-drop-rate\": 0.05\n",
    "        }\n",
    "    }]\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[Return to Top](#Table-of-Contents)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3.3. Starting the Simulation\n",
    "\n",
    "To start the simulation, we import the `gridappsd.simulation` library, which provides multiple shortcut functions for running and controlling a simulation. \n",
    "\n",
    "The python dictionary created in the previous section is then passed as an argument to Simulation object. The `.start_simulation()` method is then used to pass the Simulation API call to the GOSS Message Bus and the GridAPPS-D Platform.\n",
    "\n",
    "The simulation id can be obtained by invoking the `.simulation_id` method."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1871374344\n"
     ]
    }
   ],
   "source": [
    "from gridappsd import GridAPPSD\n",
    "from gridappsd.simulation import Simulation\n",
    "\n",
    "gapps_sim = GridAPPSD()\n",
    "simulation = Simulation(gapps_sim, run_config_123)\n",
    "simulation.start_simulation()\n",
    "\n",
    "simulation_id = simulation.simulation_id\n",
    "print(simulation_id)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[Return to Top](#Table-of-Contents)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "# 4. Pausing, Resuming, or Stopping a Simulation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4.1. Using the `gridappsd.simulation` Python Library\n",
    "\n",
    "For simulations that are started using the `.start_simulation()` method of the `gridappsd.simulation` python library, it is possible to use the associated methods to pause, resume, and stop simulations. \n",
    "\n",
    "The library provides the following methods:\n",
    "\n",
    "* `.pause()` -- Pause the simulation\n",
    "\n",
    "\n",
    "* `.resume()` -- Resume the simulation\n",
    "\n",
    "\n",
    "* `.resume_pause_at(pause_in)` -- Resume the simulation, and then pause it in so many seconds\n",
    "\n",
    "\n",
    "* `.stop()` -- Stop the simulation\n",
    "\n",
    "\n",
    "* `.run_loop()` -- Loop the entire simulation until interrupted"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `gridappsd.simulation` library also provides four types of events that can be registered: ontimestep, onmeasurement, oncomplete, and onstart.  To register one of the events call the method `.add_ontimestep_callback`, `.add_onmesurement_callback`, `.add_oncomplete_callback`, or `.add_onstart_callback` method respectively.\n",
    "\n",
    "__Use of these methods will be covered in a later release of this training notebook.__"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[Return to Top](#Table-of-Contents)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4.2. Using a Topic and Message \n",
    "\n",
    "If the simulation was started using the GridAPPS-D Viz, then pause, resume, and stop commands need to be issued using a topic and message. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4.2.1. Specifying the Topic\n",
    "\n",
    "This is a dynamic `/topic/` communication channel that is best implemented by importing the GriAPPSD-Python library function for generating the correct topic. \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "viz_simulation_id = \"459298943\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from gridappsd.topics import simulation_input_topic\n",
    "topic = simulation_input_topic(viz_simulation_id)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4.2.2. Pause Message\n",
    "\n",
    "The simulation can be paused using a very simple pause message. Since no response is expected from the Simulation API, we used the `.send(topic, message)` method for the GridAPPS-D connection object.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "message = {\"command\": \"pause\"}\n",
    "gapps.send(topic, message)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4.2.3. Resume Message\n",
    "\n",
    "The simulation can be resumed using a very simple message. Since no response is expected from the Simulation API, we used the `.send(topic, message)` method for the GridAPPS-D connection object.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "message = {\"command\": \"resume\"}\n",
    "gapps.send(topic, message)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 4.2.4. Resume then Pause Message\n",
    "\n",
    "The simulation can be resumed and then paused using a very simple message. Since no response is expected from the Simulation API, we used the `.send(topic, message)` method for the GridAPPS-D connection object.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "message = {\n",
    "    \"command\": \"resumePauseAt\",\n",
    "    \"input\": {\"pauseIn\": 10}\n",
    "}\n",
    "gapps.send(topic, message)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[Return to Top](#Table-of-Contents)"
   ]
  }
 ],
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