From 2c57d92ebd59589dae0faeba4cf6e38b42b8bb62 Mon Sep 17 00:00:00 2001 From: Arjo Chakravarty Date: Tue, 22 Nov 2022 15:20:05 +0800 Subject: [PATCH 1/2] Adds a tutorial explaining how to use Environmental Data infrastructure. This PR adds a tutorial explaining how to use environmental data infrastructure. It walks users through the steps of defining their own data and loading the data into gazebo. Signed-off-by: Arjo Chakravarty --- examples/worlds/environmental_sensor.sdf | 6 +- .../environmental_data_and_visuallization.md | 173 ++++++++++++++++++ .../environment_data/environment_data_viz.png | Bin 0 -> 129255 bytes .../environment_data/environment_fields.png | Bin 0 -> 116011 bytes .../environment_file_loaded.png | Bin 0 -> 122393 bytes .../environment_data/environment_loader.png | Bin 0 -> 143419 bytes .../environment_loader_options.png | Bin 0 -> 106916 bytes .../environment_data/environment_pc_panel.png | Bin 0 -> 120581 bytes .../environment_pc_search.png | Bin 0 -> 128917 bytes .../environment_viz_search.png | Bin 0 -> 128679 bytes .../environment_viz_sliders.png | Bin 0 -> 122747 bytes 11 files changed, 178 insertions(+), 1 deletion(-) create mode 100644 tutorials/environmental_data_and_visuallization.md create mode 100644 tutorials/files/environment_data/environment_data_viz.png create mode 100644 tutorials/files/environment_data/environment_fields.png create mode 100644 tutorials/files/environment_data/environment_file_loaded.png create mode 100644 tutorials/files/environment_data/environment_loader.png create mode 100644 tutorials/files/environment_data/environment_loader_options.png create mode 100644 tutorials/files/environment_data/environment_pc_panel.png create mode 100644 tutorials/files/environment_data/environment_pc_search.png create mode 100644 tutorials/files/environment_data/environment_viz_search.png create mode 100644 tutorials/files/environment_data/environment_viz_sliders.png diff --git a/examples/worlds/environmental_sensor.sdf b/examples/worlds/environmental_sensor.sdf index e1947c8591..5f60aaa8f0 100644 --- a/examples/worlds/environmental_sensor.sdf +++ b/examples/worlds/environmental_sensor.sdf @@ -1,5 +1,8 @@ - + + diff --git a/tutorials/environmental_data_and_visuallization.md b/tutorials/environmental_data_and_visuallization.md new file mode 100644 index 0000000000..49090bac40 --- /dev/null +++ b/tutorials/environmental_data_and_visuallization.md @@ -0,0 +1,173 @@ +\page environmental_data Visuallizing Environment Data + +Lot of times you may come accross environment properties that vary with time and +space. For instance if you'd like to model properties such as gas distribution +and water temperature one needs to have some way of defining values such that +the values vary through out the environment. Gazebo's Environment Data +infrastructure enables such visualization and sensing capabilities. + +# Loading Environment Data + +Currently gazebo is able to load data from CSV files and display them. It is +assumed the points are sampled at a fixed grid interval. For gaps in between the +sample points, Gazebo will interpolate the data. + +## Data Format + +As mentioned earlier, the data should be a CSV file with grid based spacing. +The first line of the CSV file should be the heading for each column. +There should be a column for time (in seconds), the x coordinate, y coordinate +and z coordinate (in meters). You may have multiple columns of data like so: +``` +timestamp,humidity,x,y,z +0,0,-1,-1,-1 +0,0,-1,-1, 1 +0,0,-1, 1,-1 +0,0,-1, 1, 1 +0,0, 1,-1,-1 +0,0, 1,-1, 1 +0,0, 1, 1,-1 +0,0, 1, 1, 1 +1,1,-1,-1,-1 +1,1,-1,-1, 1 +1,1,-1, 1,-1 +1,1,-1, 1, 1 +1,1, 1,-1,-1 +1,1, 1,-1, 1 +1,1, 1, 1,-1 +1,1, 1, 1, 1 + +``` +For the x and y coordinates you may also use latitude and longitude in degrees. +Heading names don't matter. Order also doesn't matter. +``` +timestamp,humidity,latitude,longitude,altitude +1658923062,91,36.80029505,-121.788972517,0.8 +1658923062,88,36.80129505,-121.788972517,0.8 +1658923062,89,36.80029505,-121.789972517,0.8 +1658923062,92,36.80129505,-121.789972517,0.8 +1658923063,90,36.80029505,-121.788972517,0.8 +1658923063,85,36.80129505,-121.788972517,0.8 +1658923063,87,36.80029505,-121.789972517,0.8 +1658923063,94,36.80129505,-121.789972517,0.8 +``` +> :warning: Note that only one Environment Data file per world is allowed. Also, +Gazebo can only load data that fits into memory. + +## Pre-Loading +If you are writing SDFormat files by hand or via a script you may want to +pre-load the data. You may use the `EnvironmentPreload` plugin for this. For +instance we could load the first file like so (by adding the environment to the +): +```xml + + environmental_data.csv + + + + x + y + z + + + +``` +If you would like to use Latitude and Longitude you may set the `reference` to +`spherical` and the `units` to `degrees`. +```xml + + environmental_data.csv + + + + latitude + longitude + altitude + + + +``` + +## Via GUI +To load the data, click on the 3 dots and search for the "Environment Loader": +@image html files/environment_data/environment_loader.png + +Click on it and you will see the environment loader: + +@image html files/environment_data/environment_loader_options.png + +Select the file you would want to load by clicking on the arrow next to the +field named "Data file path". + +@image html files/environment_data/environment_file_loaded.png + +Select the appropriate fields and then click "load". + +@image html files/environment_data/environment_fields.png + +The data is now loaded into the system. + +# Visualizing the data + +To visualize the data we will load 2 plugins. You must already have loaded the +data in. First we will search for "Environment Visualization" using the three +dots menu (second from top): + +@image html files/environment_data/environment_viz_search.png + +Click on it. You should see some sliders. + +@image html files/environment_data/environment_viz_sliders.png + +Next search for the "Point Cloud" tool. + +@image html files/environment_data/environment_pc_search.png + +You should see a panel like so: + +@image html files/environment_data/environment_pc_panel.png + +Hit the refresh button to find the pointcloud generated b y the visuallization +plugin. You can select the field you wish to view using the "Float vector" +field. Once thats done, you should be able to see the data. + +@image html files/environment_data/environment_data_viz.png + +# Using custom sensors to sense the data + +Apart from just visuallization, there are custom sensors available for sampling +the data. So if you would like to have your robot search for a maxima for +instance, you would need a custom sensor. It is easy to add such a sensor. +Simply add a sensor like so (replace column name with your own): +```xml + + 1 + 30 + +``` +By default it'll echo to a topic generated by the scoped name. +```bash +gz topic -e -t "/world/environmental_sensor_test/model/model_with_sensor/link/link/sensor/custom_sensor/environmental_sensor/humidity" +``` +If you would like a better topic name you may always specify the topic like so +``` + + 1 + 30 + humidity + +``` +Humidity should now be available on the `/humidity` topic. +```bash +gz topic -e -t "/humidity" +``` +# Using C++ API to integrate with your own plugins + +You may want to use environmental data to model your own plugins for instance, +you may want to apply a force according to a pre-calculated wind model. For such +use cases we provide the [`Environment`](https://github.com/gazebosim/gz-sim/blob/gz-sim7/include/gz/sim/components/Environment.hh) component. To make querying the component easier you may take a +look at [`this method`](https://github.com/gazebosim/gz-sim/blob/4fa1f26a738cbdb3ff0c4a37fdde9506f3cd9b4e/include/gz/sim/Util.hh#L300). diff --git a/tutorials/files/environment_data/environment_data_viz.png b/tutorials/files/environment_data/environment_data_viz.png new file mode 100644 index 0000000000000000000000000000000000000000..fe1ea9282cb18165c88da703919e7da369032266 GIT binary patch literal 129255 zcmc$`WmuG7_%5oVAOfPGG@>9N(%qr7fT&1!OLxPJNFyQLAc~;U-3%R)64DIaF!anY z1DwTA|JUAM&WCe8?EQL)GOU?*#S`~^KhI0ptC#Xbx2SGixpIX_Q9TGUq@AA&U z6@dej0E5^s2T41d8@pOL*gt%0WoLfnt(*Bn9-fCU9o!%CaDo4D@rdvVitq|Pe5LY` zl}l(_y{`Dmm4{apWuCqDOy8dM@YG#tIp0V8E?E&@+-ZNgE#ySP%rt$y?56)U_HTT) z?+DoKHVh(e->SHGI=pY=1;55lTT#HFK@fk<|5IS#_9w*?N0P4nP&+S$vYbOqTMYg5 zfkFv;SFPmuw_YlF`N0_Tt(if-^}h8EKRM1KkILe?hRo3auI`ipu}Hf<13iQ_d}nt{ zMGC<(gOo*Su9M%rykfF*>Pw(MAHk{oL{80n+NKvxv4En4+Q(4COArvTic@&eLrVkH+d2$r-!< 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| 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) rename tutorials/{environmental_data_and_visuallization.md => environmental_data_and_visualization.md} (99%) diff --git a/tutorials/environmental_data_and_visuallization.md b/tutorials/environmental_data_and_visualization.md similarity index 99% rename from tutorials/environmental_data_and_visuallization.md rename to tutorials/environmental_data_and_visualization.md index 49090bac40..5405efe599 100644 --- a/tutorials/environmental_data_and_visuallization.md +++ b/tutorials/environmental_data_and_visualization.md @@ -1,4 +1,4 @@ -\page environmental_data Visuallizing Environment Data +\page environmental_data Visualizing Environment Data Lot of times you may come accross environment properties that vary with time and space. For instance if you'd like to model properties such as gas distribution

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