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sysid's Introduction

SysId has moved into the allwpilib monorepo.

SysId: System Identification for Robot Mechanisms

Build

This is the C++ version of frc-characterization. It uses the wpimath backend for generating feedforward and feedback gains.

Supported Vendor Hardware

This is a list of the vendors that are currently supported by SysId for 2023:

Vendors

  • CTRE: TalonSRX, TalonFX, VictorSPX, CANCoder, and Pigeon IMU
  • NavX Gyro (No integration tests)
  • Playing With Fusion Venom
  • REV: SparkMax Motor Controller

Hardware Supported by WPILib

  • ADIS16448 IMU
  • ADIS16470 IMU
  • ADXRS450 Gyro
  • Analog Gyro
  • Encoders plugged into the roboRIO
  • PWM Motor Controllers

Downloading and Running Development Versions of SysId (Analysis Only)

The SysId GitHub repository uses GitHub Actions to build and test each commit.

To download development version of SysId from the main branch (most stable):

  1. Click here.
  2. Select the run of your choosing (the top most run is the latest).
  3. Scroll down to the artifacts section, and select the appropriate build for your operating system.

To download development version of SysId from all branches:

  1. Click here.
  2. Select the run of your choosing (the top most run is the latest).
  3. Scroll down to artifacts section, and select the appropriate build for your operating system.

To run development versions of SysId

  1. Extract the files from the downloaded zip file.
  2. Extract the files from the zip file located in the root of the extracted folder.
  3. Open the folder named after your operating system (ex: Linux, Windows, macOS).
  4. Open the folder named for your architecture.
  5. Run the executable named sysid.

Downloading and Running Full Development Versions of SysId (Generation, Logging, Analysis)

Clone the SysId Github repository to get all the necessary code.

Go to the directory that the repository is cloned in and run ./gradlew run to start the executable.

Generating And Running SysId Robot Code

  1. Add sysid vendordep to your robot code and call the logging function.
  2. Deploy your robot code.
  3. Connect the logger to your robot and perform the required tests.

Building and Running SysId

SysId uses Gradle to build. To build debug and release versions of the main executable and run tests, run ./gradlew build. During development, you can use ./gradlew run to build and run the debug executable.

Requirements

  • JDK 11
    • Note that the JRE is insufficient; the full JDK is required
    • On Ubuntu, run sudo apt install openjdk-11-jdk
    • On Windows, install the JDK 11 .msi from the link above
    • On macOS, install the JDK 11 .pkg from the link above
  • C++ compiler
    • On Linux, install GCC 11 or greater
    • On Windows, install Visual Studio Community 2022 and select the C++ programming language during installation (Gradle can't use the build tools for Visual Studio)
    • On macOS, install the Xcode command-line build tools via xcode-select --install. Xcode 13 or later is required.
  • roboRIO C++ compiler
    • Run the latest WPILib installer from here

Logging Projects

Time Plotting Script

There is a python script in the scripts directory that will plot sysid data with respect to time. This is mainly intended for developers in the case that a dataset breaks sysid.

In order to run it, pandas and matplotlib must be installed via pip.

Then run python3 scripts/time_plots.py "file path" to get the time plots for your desired datasets.

Matplotlib windows will appear containing the different plots.

sysid's People

Contributors

austinshalit avatar calcmogul avatar jlmcmchl avatar kangarookoala avatar katzuv avatar memtech3 avatar modelmat avatar oblarg avatar ohowe1 avatar peterjohnson avatar piphi5 avatar prateekma avatar rzblue avatar sciencewhiz avatar thadhouse avatar tytanrock avatar wlmchen avatar

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sysid's Issues

Document ImGui Features

Seems like there are alot of ImPlot features that the users should be aware of when using the tool. Documenting them in #42 or somewhere else would do the trick.

The main ones I can think of:

  • Clicking on Legend Boxes to disable/enable certain parts of the graph
  • Double click to autosize
  • CTRL + Click for setting sliders to specific values

Figure out project generation...

I have the Generator GUI and @Piphi5 has some generation code sitting around. We need to decide whether we should merge this or create another avenue for teams to log data (i.e. API in WPILib).

Overlay a mechanism simulation onto the time domain analysis graphs

Since we can make a state-space model from Ks, Kv, and Ka, we could replay the recorded input voltages to show how well the new gains fit the robot behavior in the time domain.

Here's the relevant discrete update equation.
Screenshot_2021-03-06_14-43-15
If we add -B^+ Ks/Ka to the input u at each timestep, we could use LinearSystem.

Clear dt Plot lines

Currently sysid doesn't clear the red line for the dt plots that denotes the median. This means that if someone looks at multiple different jsons while the tool is running, there will be a bunch of random red lines that don't relate to their data in the dt plot.

NavX Gyro Integration

Currently, the NavX is commented out in the Drivetrain project because there is no Linux or Mac support (causes integration tests to fail).

Clarify Logger Popup

The current popup for initiating a test says close on the bottom which might confuse users and make them end the test prematurely.

Something like End Test would be better.

CAN Status Frame Periods

Currently, CAN Status Frame Periods are set to the defaults which means that sensor readings are updated at 10ms or 20ms (depending on the smart motor controller) which doesn't line up with the project's 5ms loop period.

However, there seems to be issues with lowering these periods which causes the sensor readings to randomly be reset (probably need to figure out these issues with the vendors).

Change format of data collection

The current format wastes extra space for mechanisms other than drivetrain and sends some unnecessary data. We should change the format as early as possible.

A small view for converting a JSON from the old format to the new one would also be nice.

Modifying fields takes effect before data entry is complete

If someone tries to enter a small motion threshold like 0.1, it'll take effect with every character the user types instead of when they're done. SysId will do the feedforward calculations for a velocity threshold of zero. I've seen this crash SysId in the past.

Program crashes with large Motion Threshold

Seems like too high of a motion threshold causes the program to crash (likely due to there not being any valid data for the analyzer).

Something to catch the exception and notify the user would probably fix this.

Attached sample data that failed when setting a threshold size of 1:
sysid_data20210216-1312.zip

Integration Test User Program SegFault

When running ./gradlew runIntegrationTests -PwithIntegration, the simulated user program crashed.

Console Log
git/sysid [ ./gradlew runIntegrationTests -PwithIntegration      main ] 8:49 AM

> Configure project :
Tag is null. This does not match the expected version number pattern.
No version number was generated.

> Task :runIntegrationTests
[==========] Running 4 tests from 1 test suite.
[----------] Global test environment set-up.
[----------] 4 tests from IntegrationTest
Executing: cd /Users/austinshalit/git/sysid/integration_test_project && ./gradlew simulateCpp -Pintegration
Starting a Gradle Daemon, 1 busy Daemon could not be reused, use --status for details
> Task :compileFrcUserProgramOsxx86-64DebugExecutableFrcUserProgramCpp
> Task :linkFrcUserProgramOsxx86-64DebugExecutable
> Task :frcUserProgramOsxx86-64DebugExecutable
> Task :installFrcUserProgramOsxx86-64DebugExecutable

> Task :simulateFrcUserProgramOsxx86-64DebugExecutable
Program Output logfile: /Users/austinshalit/git/sysid/integration_test_project/build/stdout/simulateFrcUserProgramOsxx86-64DebugExecutable.log
Simulation Launched! PID: 76729 (written to /Users/austinshalit/git/sysid/integration_test_project/build/pids/simulateFrcUserProgramOsxx86-64DebugExecutable.pid)

> Task :simulateCpp

BUILD SUCCESSFUL in 41s
4 actionable tasks: 4 executed
NT: ERROR: select() to localhost port 1735 error 61 - Connection refused (TCPConnector.cpp:175)
NT: ERROR: select() to localhost port 1735 error 61 - Connection refused (TCPConnector.cpp:175)
NT: ERROR: select() to localhost port 1735 error 61 - Connection refused (TCPConnector.cpp:175)
NT: ERROR: select() to localhost port 1735 error 61 - Connection refused (TCPConnector.cpp:175)
NT: client: CONNECTED to server 127.0.0.1 port 1735
[ RUN ] IntegrationTest.Drivetrain
Running: slow-forward
Received data with size: 802 for the slow-forward test.
Running: slow-backward
Received data with size: 802 for the slow-backward test.
Running: fast-forward
Received data with size: 402 for the fast-forward test.
Running: fast-backward
Received data with size: 402 for the fast-backward test.
Running: track-width
Received data with size: 801 for the track-width test.
Wrote JSON to: /Users/austinshalit/git/sysid/sysid_data20210304-0854.json
Read /Users/austinshalit/git/sysid/sysid_data20210304-0854.json
[ OK ] IntegrationTest.Drivetrain (22124 ms)
[ RUN ] IntegrationTest.Flywheel
Running: slow-forward
Received data with size: 801 for the slow-forward test.
Running: slow-backward
Received data with size: 802 for the slow-backward test.
Running: fast-forward
Received data with size: 402 for the fast-forward test.
Running: fast-backward
Received data with size: 401 for the fast-backward test.
Wrote JSON to: /Users/austinshalit/git/sysid/sysid_data20210304-0855.json
Read /Users/austinshalit/git/sysid/sysid_data20210304-0855.json
[ OK ] IntegrationTest.Flywheel (17098 ms)
[ RUN ] IntegrationTest.Elevator
Running: slow-forward
Received data with size: 802 for the slow-forward test.
Running: slow-backward
Received data with size: 801 for the slow-backward test.
Running: fast-forward
Received data with size: 402 for the fast-forward test.
Running: fast-backward
Received data with size: 402 for the fast-backward test.
Wrote JSON to: /Users/austinshalit/git/sysid/sysid_data20210304-0855.json
Read /Users/austinshalit/git/sysid/sysid_data20210304-0855.json
[ OK ] IntegrationTest.Elevator (17099 ms)
[ RUN ] IntegrationTest.Arm
Running: slow-forward
Received data with size: 802 for the slow-forward test.
Running: slow-backward
Received data with size: 803 for the slow-backward test.
Running: fast-forward
Received data with size: 402 for the fast-forward test.
Running: fast-backward
Received data with size: 402 for the fast-backward test.
Wrote JSON to: /Users/austinshalit/git/sysid/sysid_data20210304-0855.json
Read /Users/austinshalit/git/sysid/sysid_data20210304-0855.json
[ OK ] IntegrationTest.Arm (17090 ms)
[----------] 4 tests from IntegrationTest (73411 ms total)

[----------] Global test environment tear-down
[==========] 4 tests from 1 test suite ran. (116398 ms total)
[ PASSED ] 4 tests.

BUILD SUCCESSFUL in 2m 17s
6 actionable tasks: 5 executed, 1 up-to-date

Problem Details and System Configuration
Process:               frcUserProgram [76730]
Path:                  /Users/USER/*/frcUserProgram
Identifier:            frcUserProgram
Version:               0
Code Type:             X86-64 (Native)
Parent Process:        ??? [76729]
Responsible:           iTerm2 [76041]
User ID:               501

Date/Time: 2021-03-04 08:55:46.661 -0800
OS Version: macOS 11.2.2 (20D80)
Report Version: 12
Bridge OS Version: 5.2 (18P4347)
Anonymous UUID: 64F077BB-1721-0E49-5C11-2B3FC209B828

Sleep/Wake UUID: 5940D2D1-8E17-4F10-983B-7E97F4506C42

Time Awake Since Boot: 190000 seconds
Time Since Wake: 51000 seconds

System Integrity Protection: enabled

Crashed Thread: 0 Dispatch queue: com.apple.main-thread

Exception Type: EXC_BAD_ACCESS (SIGSEGV)
Exception Codes: KERN_INVALID_ADDRESS at 0x0000000000000000
Exception Note: EXC_CORPSE_NOTIFY

Termination Signal: Segmentation fault: 11
Termination Reason: Namespace SIGNAL, Code 0xb
Terminating Process: exc handler [76730]

VM Regions Near 0:
-->
__TEXT 10689a000-1068ba000 [ 128K] r-x/r-x SM=COW /Users/*

Thread 0 Crashed:: Dispatch queue: com.apple.main-thread
0 libhalsim_guid.dylib 0x000000010effda3b halsimgui::NetworkTablesSimGui::Initialize()::$_1::operator()() const + 27
1 libhalsim_guid.dylib 0x000000010effd9fd decltype(std::__1::forwardhalsimgui::NetworkTablesSimGui::Initialize()::$_1&(fp)()) std::__1::__invokehalsimgui::NetworkTablesSimGui::Initialize()::$_1&(halsimgui::NetworkTablesSimGui::Initialize()::$_1&) + 29
2 libhalsim_guid.dylib 0x000000010effd9ad void std::__1::__invoke_void_return_wrapper::__callhalsimgui::NetworkTablesSimGui::Initialize()::$_1&(halsimgui::NetworkTablesSimGui::Initialize()::$_1&) + 29
3 libhalsim_guid.dylib 0x000000010effd97d std::__1::__function::__alloc_func<halsimgui::NetworkTablesSimGui::Initialize()::$_1, std::__1::allocatorhalsimgui::NetworkTablesSimGui::Initialize()::$_1, void ()>::operator()() + 29
4 libhalsim_guid.dylib 0x000000010effc4de std::__1::__function::__func<halsimgui::NetworkTablesSimGui::Initialize()::$_1, std::__1::allocatorhalsimgui::NetworkTablesSimGui::Initialize()::$_1, void ()>::operator()() + 30
5 libwpilibcd.dylib 0x0000000106969c25 std::__1::__function::__value_func<void ()>::operator()() const + 53
6 libwpilibcd.dylib 0x0000000106961c25 std::__1::function<void ()>::operator()() const + 21
7 libhalsim_guid.dylib 0x000000010f137d1f wpi::gui::CommonRenderFrame() + 303
8 libhalsim_guid.dylib 0x000000010f176054 wpi::gui::PlatformRenderFrame() + 1508
9 libhalsim_guid.dylib 0x000000010f137b7f wpi::gui::Main() + 95
10 libhalsim_guid.dylib 0x000000010efeccb5 HALSIM_InitExtension::$_2::operator()(void*) const + 21
11 libhalsim_guid.dylib 0x000000010efecc95 HALSIM_InitExtension::$_2::__invoke(void*) + 21
12 libwpiHald.dylib 0x000000010856f764 HAL_RunMain + 20
13 frcUserProgram 0x000000010689e12d int frc::StartRobot() + 237 (RobotBase.h:74)
14 frcUserProgram 0x000000010689e034 main + 20 (Robot.cpp:161)
15 libdyld.dylib 0x00007fff204e4621 start + 1

Thread 1:
0 libsystem_kernel.dylib 0x00007fff204978e2 __psynch_cvwait + 10
1 libsystem_pthread.dylib 0x00007fff204c9e6f _pthread_cond_wait + 1254
2 libc++.1.dylib 0x00007fff20430cf2 std::__1::condition_variable::wait(std::__1::unique_lockstd::__1::mutex&) + 18
3 libntcored.dylib 0x0000000107eeecc7 nt::impl::CallbackThread<nt::impl::EntryNotifierThread, nt::EntryNotification, nt::impl::EntryListenerData, nt::EntryNotification>::Main() + 183
4 libwpiutild.dylib 0x0000000108ae82ee wpi::detail::SafeThreadOwnerBase::Start(std::__1::shared_ptrwpi::SafeThread)::$_0::operator()() const + 30
5 libwpiutild.dylib 0x0000000108ae827d decltype(std::__1::forward<wpi::detail::SafeThreadOwnerBase::Start(std::__1::shared_ptrwpi::SafeThread)::$_0>(fp)()) std::__1::__invoke<wpi::detail::SafeThreadOwnerBase::Start(std::__1::shared_ptrwpi::SafeThread)::$_0>(wpi::detail::SafeThreadOwnerBase::Start(std::__1::shared_ptrwpi::SafeThread)::$_0&&) + 29
6 libwpiutild.dylib 0x0000000108ae81e5 void std::__1::__thread_execute<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, wpi::detail::SafeThreadOwnerBase::Start(std::__1::shared_ptrwpi::SafeThread)::$_0>(std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, wpi::detail::SafeThreadOwnerBase::Start(std::__1::shared_ptrwpi::SafeThread)::$_0>&, std::__1::__tuple_indices<>) + 37
7 libwpiutild.dylib 0x0000000108ae79f6 void* std::__1::__thread_proxy<std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, wpi::detail::SafeThreadOwnerBase::Start(std::__1::shared_ptrwpi::SafeThread)::$_0> >(void*) + 118
8 libsystem_pthread.dylib 0x00007fff204c9950 _pthread_start + 224
9 libsystem_pthread.dylib 0x00007fff204c547b thread_start + 15

Thread 2:
0 libsystem_pthread.dylib 0x00007fff204c5458 start_wqthread + 0

Thread 3:
0 libsystem_pthread.dylib 0x00007fff204c5458 start_wqthread + 0

Thread 4:
0 libsystem_pthread.dylib 0x00007fff204c5458 start_wqthread + 0

Thread 5:
0 libsystem_pthread.dylib 0x00007fff204c5458 start_wqthread + 0

Thread 6:: com.apple.NSEventThread
0 libsystem_kernel.dylib 0x00007fff20494e7e mach_msg_trap + 10
1 libsystem_kernel.dylib 0x00007fff204951f0 mach_msg + 60
2 com.apple.CoreFoundation 0x00007fff205c1bf7 __CFRunLoopServiceMachPort + 316
3 com.apple.CoreFoundation 0x00007fff205c02ca __CFRunLoopRun + 1315
4 com.apple.CoreFoundation 0x00007fff205bf6ce CFRunLoopRunSpecific + 563
5 com.apple.AppKit 0x00007fff22f657c6 _NSEventThread + 124
6 libsystem_pthread.dylib 0x00007fff204c9950 _pthread_start + 224
7 libsystem_pthread.dylib 0x00007fff204c547b thread_start + 15

Thread 7:
0 libhalsim_guid.dylib 0x000000010eff8310 std::__1::vector<(anonymous namespace)::BodyConfig, std::__1::allocator<(anonymous namespace)::BodyConfig> >::__annotate_delete() const + 0
1 libhalsim_guid.dylib 0x000000010effae0c std::__1::vector<(anonymous namespace)::BodyConfig, std::__1::allocator<(anonymous namespace)::BodyConfig> >::~vector() + 28
2 libhalsim_guid.dylib 0x000000010eff0165 std::__1::vector<(anonymous namespace)::BodyConfig, std::__1::allocator<(anonymous namespace)::BodyConfig> >::~vector() + 21
3 libsystem_c.dylib 0x00007fff203f6ca7 __cxa_finalize_ranges + 316
4 libsystem_c.dylib 0x00007fff203f6f92 exit + 53
5 frcUserProgram 0x00000001068a12dc Robot::SimulationPeriodic() + 492 (Robot.cpp:136)
6 libwpilibcd.dylib 0x0000000106bd657c frc::IterativeRobotBase::LoopFunc() + 3340
7 libwpilibcd.dylib 0x0000000106b2e67b frc::TimedRobot::TimedRobot(units::unit_t<units::unit<std::__1::ratio<1l, 1l>, units::base_unit<std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<1l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, double, units::linear_scale>)::$_0::operator()() const + 27
8 libwpilibcd.dylib 0x0000000106b2e63d decltype(std::__1::forward<frc::TimedRobot::TimedRobot(units::unit_t<units::unit<std::__1::ratio<1l, 1l>, units::base_unit<std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<1l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, double, units::linear_scale>)::$_0&>(fp)()) std::__1::__invoke<frc::TimedRobot::TimedRobot(units::unit_t<units::unit<std::__1::ratio<1l, 1l>, units::base_unit<std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<1l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, double, units::linear_scale>)::$_0&>(frc::TimedRobot::TimedRobot(units::unit_t<units::unit<std::__1::ratio<1l, 1l>, units::base_unit<std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<1l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, double, units::linear_scale>)::$_0&) + 29
9 libwpilibcd.dylib 0x0000000106b2e5ed void std::__1::__invoke_void_return_wrapper::__call<frc::TimedRobot::TimedRobot(units::unit_t<units::unit<std::__1::ratio<1l, 1l>, units::base_unit<std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<1l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, double, units::linear_scale>)::$_0&>(frc::TimedRobot::TimedRobot(units::unit_t<units::unit<std::__1::ratio<1l, 1l>, units::base_unit<std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<1l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, double, units::linear_scale>)::$_0&) + 29
10 libwpilibcd.dylib 0x0000000106b2e5bd std::__1::__function::__alloc_func<frc::TimedRobot::TimedRobot(units::unit_t<units::unit<std::__1::ratio<1l, 1l>, units::base_unit<std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<1l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, double, units::linear_scale>)::$_0, std::__1::allocator<frc::TimedRobot::TimedRobot(units::unit_t<units::unit<std::__1::ratio<1l, 1l>, units::base_unit<std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<1l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, double, units::linear_scale>)::$_0>, void ()>::operator()() + 29
11 libwpilibcd.dylib 0x0000000106b2d2ee std::__1::__function::__func<frc::TimedRobot::TimedRobot(units::unit_t<units::unit<std::__1::ratio<1l, 1l>, units::base_unit<std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<1l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, double, units::linear_scale>)::$_0, std::__1::allocator<frc::TimedRobot::TimedRobot(units::unit_t<units::unit<std::__1::ratio<1l, 1l>, units::base_unit<std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<1l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, std::__1::ratio<0l, 1l>, std::__1::ratio<0l, 1l> >, double, units::linear_scale>)::$_0>, void ()>::operator()() + 30
12 libwpilibcd.dylib 0x0000000106969c25 std::__1::__function::__value_func<void ()>::operator()() const + 53
13 libwpilibcd.dylib 0x0000000106961c25 std::__1::function<void ()>::operator()() const + 21
14 libwpilibcd.dylib 0x0000000106b295a1 frc::TimedRobot::StartCompetition() + 977
15 frcUserProgram 0x000000010689e428 void frc::impl::RunRobot(std::__1::mutex&, Robot**) + 168 (RobotBase.h:33)
16 frcUserProgram 0x000000010689efff int frc::StartRobot()::'lambda'()::operator()() const + 31 (RobotBase.h:53)
17 frcUserProgram 0x000000010689ef9d decltype(std::__1::forward(fp)(std::__1::forward<int frc::StartRobot()::'lambda'()>(fp0)...)) std::__1::__invoke<int frc::StartRobot()::'lambda'()>(Robot&&, int frc::StartRobot()::'lambda'()&&...) + 29 (type_traits:3545)
18 frcUserProgram 0x000000010689ef05 void std::__1::__thread_execute<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, int frc::StartRobot()::'lambda'()>(std::__1::tuple<Robot, int frc::StartRobot()::'lambda'()>&, std::__1::__tuple_indices<>) + 37 (thread:273)
19 frcUserProgram 0x000000010689e766 void* std::__1::__thread_proxy<std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, int frc::StartRobot()::'lambda'()> >(void*) + 118 (thread:284)
20 libsystem_pthread.dylib 0x00007fff204c9950 _pthread_start + 224
21 libsystem_pthread.dylib 0x00007fff204c547b thread_start + 15

Thread 8:
0 libsystem_kernel.dylib 0x00007fff204978e2 __psynch_cvwait + 10
1 libsystem_pthread.dylib 0x00007fff204c9e6f _pthread_cond_wait + 1254
2 libc++.1.dylib 0x00007fff20430d83 std::__1::condition_variable::__do_timed_wait(std::__1::unique_lockstd::__1::mutex&, std::__1::chrono::time_point<std::__1::chrono::system_clock, std::__1::chrono::duration<long long, std::__1::ratio<1l, 1000000000l> > >) + 93
3 frcUserProgram 0x000000010689fc36 std::__1::cv_status std::__1::condition_variable::wait_for<long long, std::__1::ratio<1l, 1000000000l> >(std::__1::unique_lockstd::__1::mutex&, std::__1::chrono::duration<long long, std::__1::ratio<1l, 1000000000l> > const&) + 358 (__mutex_base:468)
4 frcUserProgram 0x000000010689f87c void std::__1::condition_variable::__do_timed_waitstd::__1::chrono::steady_clock(std::__1::unique_lockstd::__1::mutex&, std::__1::chrono::time_point<std::__1::chrono::steady_clock, std::__1::chrono::duration<long long, std::__1::ratio<1l, 1000000000l> > >) + 92 (__mutex_base:523)
5 libntcored.dylib 0x0000000107f6895b std::__1::cv_status std::__1::condition_variable::wait_until<std::__1::chrono::steady_clock, std::__1::chrono::duration<long long, std::__1::ratio<1l, 1000000000l> > >(std::__1::unique_lockstd::__1::mutex&, std::__1::chrono::time_point<std::__1::chrono::steady_clock, std::__1::chrono::duration<long long, std::__1::ratio<1l, 1000000000l> > > const&) + 139
6 libntcored.dylib 0x0000000107f53fe9 bool std::__1::condition_variable::wait_until<std::__1::chrono::steady_clock, std::__1::chrono::duration<long long, std::__1::ratio<1l, 1000000000l> >, nt::DispatcherBase::DispatchThreadMain()::$_4>(std::__1::unique_lockstd::__1::mutex&, std::__1::chrono::time_point<std::__1::chrono::steady_clock, std::__1::chrono::duration<long long, std::__1::ratio<1l, 1000000000l> > > const&, nt::DispatcherBase::DispatchThreadMain()::$_4) + 73
7 libntcored.dylib 0x0000000107f515f1 nt::DispatcherBase::DispatchThreadMain() + 337
8 libntcored.dylib 0x0000000107f65d87 decltype((std::__1::forwardnt::DispatcherBase*(fp0)).fp()) std::__1::__invoke<void (nt::DispatcherBase::)(), nt::DispatcherBase, void>(void (nt::DispatcherBase::&&)(), nt::DispatcherBase&&) + 119
9 libntcored.dylib 0x0000000107f65c8e void std::__1::__thread_execute<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, void (nt::DispatcherBase::)(), nt::DispatcherBase, 2ul>(std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, void (nt::DispatcherBase::)(), nt::DispatcherBase>&, std::__1::__tuple_indices<2ul>) + 62
10 libntcored.dylib 0x0000000107f65446 void* std::__1::__thread_proxy<std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, void (nt::DispatcherBase::)(), nt::DispatcherBase> >(void*) + 118
11 libsystem_pthread.dylib 0x00007fff204c9950 _pthread_start + 224
12 libsystem_pthread.dylib 0x00007fff204c547b thread_start + 15

Thread 9:
0 libsystem_kernel.dylib 0x00007fff2049b4e6 __accept + 10
1 libwpiutild.dylib 0x0000000108950162 wpi::TCPAcceptor::accept() + 194
2 libntcored.dylib 0x0000000107f51e58 nt::DispatcherBase::ServerThreadMain() + 200
3 libntcored.dylib 0x0000000107f65d87 decltype((std::__1::forwardnt::DispatcherBase*(fp0)).fp()) std::__1::__invoke<void (nt::DispatcherBase::)(), nt::DispatcherBase, void>(void (nt::DispatcherBase::&&)(), nt::DispatcherBase&&) + 119
4 libntcored.dylib 0x0000000107f65c8e void std::__1::__thread_execute<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, void (nt::DispatcherBase::)(), nt::DispatcherBase, 2ul>(std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, void (nt::DispatcherBase::)(), nt::DispatcherBase>&, std::__1::__tuple_indices<2ul>) + 62
5 libntcored.dylib 0x0000000107f65446 void* std::__1::__thread_proxy<std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, void (nt::DispatcherBase::)(), nt::DispatcherBase> >(void*) + 118
6 libsystem_pthread.dylib 0x00007fff204c9950 _pthread_start + 224
7 libsystem_pthread.dylib 0x00007fff204c547b thread_start + 15

Thread 10:
0 libsystem_kernel.dylib 0x00007fff204978e2 __psynch_cvwait + 10
1 libsystem_pthread.dylib 0x00007fff204c9e6f _pthread_cond_wait + 1254
2 libc++.1.dylib 0x00007fff20430cf2 std::__1::condition_variable::wait(std::__1::unique_lockstd::__1::mutex&) + 18
3 libntcored.dylib 0x0000000107fa73a6 wpi::ConcurrentQueue<std::__1::vector<std::__1::shared_ptrnt::Message, std::__1::allocator<std::__1::shared_ptrnt::Message > > >::pop() + 118
4 libntcored.dylib 0x0000000107fa74c6 nt::NetworkConnection::WriteThreadMain() + 118
5 libntcored.dylib 0x0000000107fb08a7 decltype((std::__1::forwardnt::NetworkConnection*(fp0)).fp()) std::__1::__invoke<void (nt::NetworkConnection::)(), nt::NetworkConnection, void>(void (nt::NetworkConnection::&&)(), nt::NetworkConnection&&) + 119
6 libntcored.dylib 0x0000000107fb07ae void std::__1::__thread_execute<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, void (nt::NetworkConnection::)(), nt::NetworkConnection, 2ul>(std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, void (nt::NetworkConnection::)(), nt::NetworkConnection>&, std::__1::__tuple_indices<2ul>) + 62
7 libntcored.dylib 0x0000000107faff96 void* std::__1::__thread_proxy<std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, void (nt::NetworkConnection::)(), nt::NetworkConnection> >(void*) + 118
8 libsystem_pthread.dylib 0x00007fff204c9950 _pthread_start + 224
9 libsystem_pthread.dylib 0x00007fff204c547b thread_start + 15

Thread 11:
0 libsystem_kernel.dylib 0x00007fff2049589e read + 10
1 libwpiutild.dylib 0x00000001089b6a73 wpi::TCPStream::receive(char*, unsigned long, wpi::NetworkStream::Error*, int) + 99
2 libwpiutild.dylib 0x00000001089f2f17 wpi::raw_socket_istream::read_impl(void*, unsigned long) + 119
3 libntcored.dylib 0x0000000107efff7d wpi::raw_istream::read(void*, unsigned long) + 45
4 libntcored.dylib 0x0000000107efec77 nt::WireDecoder::Read(char const**, unsigned long) + 87
5 libntcored.dylib 0x0000000107efe742 nt::WireDecoder::Read8(unsigned int*) + 34
6 libntcored.dylib 0x0000000107efd2e5 nt::Message::Read(nt::WireDecoder&, std::__1::function<NT_Type (unsigned int)>) + 69
7 libntcored.dylib 0x0000000107fa851f nt::NetworkConnection::ReadThreadMain() + 719
8 libntcored.dylib 0x0000000107fb08a7 decltype((std::__1::forwardnt::NetworkConnection*(fp0)).fp()) std::__1::__invoke<void (nt::NetworkConnection::)(), nt::NetworkConnection, void>(void (nt::NetworkConnection::&&)(), nt::NetworkConnection&&) + 119
9 libntcored.dylib 0x0000000107fb07ae void std::__1::__thread_execute<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, void (nt::NetworkConnection::)(), nt::NetworkConnection, 2ul>(std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, void (nt::NetworkConnection::)(), nt::NetworkConnection>&, std::__1::__tuple_indices<2ul>) + 62
10 libntcored.dylib 0x0000000107faff96 void* std::__1::__thread_proxy<std::__1::tuple<std::__1::unique_ptr<std::__1::__thread_struct, std::__1::default_deletestd::__1::__thread_struct >, void (nt::NetworkConnection::)(), nt::NetworkConnection> >(void*) + 118
11 libsystem_pthread.dylib 0x00007fff204c9950 _pthread_start + 224
12 libsystem_pthread.dylib 0x00007fff204c547b thread_start + 15

Thread 12:
0 libsystem_pthread.dylib 0x00007fff204c5458 start_wqthread + 0

Thread 13:
0 libsystem_pthread.dylib 0x00007fff204c5458 start_wqthread + 0

Thread 0 crashed with X86 Thread State (64-bit):
rax: 0x0000000000000000 rbx: 0x0000000000000000 rcx: 0x00007fe46dc30e10 rdx: 0x000000010f3eba50
rdi: 0x000000010f3f8200 rsi: 0x0000000000000004 rbp: 0x00007ffee9364e00 rsp: 0x00007ffee9364df0
r8: 0x0000000000000025 r9: 0x0000000000000119 r10: 0x000000000000011a r11: 0xfffffffff925b70c
r12: 0x0000000000000000 r13: 0x0000000000000000 r14: 0x0000000000000000 r15: 0x0000000000000000
rip: 0x000000010effda3b rfl: 0x0000000000010202 cr2: 0x0000000000000000

Logical CPU: 6
Error Code: 0x00000004 (no mapping for user data read)
Trap Number: 14

Thread 0 instruction stream:
10 5d c3 66 90 55 48 89-e5 48 83 ec 10 48 89 7d .].f.UH..H...H.}
f8 48 8b 7d f8 e8 1b 00-00 00 48 89 c7 e8 23 00 .H.}......H...#.
00 00 48 83 c4 10 5d c3-66 2e 0f 1f 84 00 00 00 ..H...].f.......
00 00 0f 1f 00 55 48 89-e5 48 89 7d f8 48 8b 45 .....UH..H.}.H.E
f8 5d c3 66 90 55 48 89-e5 48 83 ec 10 48 8d 05 .].f.UH..H...H..
d1 a7 3f 00 48 89 7d f8-48 89 c7 e8 15 00 00 00 ..?.H.}.H.......
[48]8b 08 48 89 c7 ff 51-10 48 83 c4 10 5d c3 66 H..H...Q.H...].f <==
0f 1f 44 00 00 55 48 89-e5 48 83 ec 10 48 89 7d ..D..UH..H...H.}
f8 48 8b 7d f8 e8 bb e1-ff ff 48 8b 00 48 83 c4 .H.}......H..H..
10 5d c3 66 90 55 48 89-e5 48 89 7d f8 48 8b 45 .].f.UH..H.}.H.E
f8 5d c3 66 90 55 48 89-e5 48 89 7d e8 48 89 75 .].f.UH..H.}.H.u
e0 48 8b 45 e8 48 8b 40-08 48 8b 4d e0 48 8b 49 [email protected]

Thread 0 last branch register state not available.

Binary Images:
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0x7fff31364000 - 0x7fff31387fff com.apple.GenerationalStorage (2.0 - 322) <974A1465-7AA4-347E-8606-CF35160FFA92> /System/Library/PrivateFrameworks/GenerationalStorage.framework/Versions/A/GenerationalStorage
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0x7fff31981000 - 0x7fff319f3fff com.apple.FrontBoardServices (702.3.3 - 702.3.3) /System/Library/PrivateFrameworks/FrontBoardServices.framework/Versions/A/FrontBoardServices
0x7fff319f4000 - 0x7fff31a1dfff com.apple.BoardServices (1.0 - 526) <9AFB78B3-9070-32FC-B4FF-3DA1FA0A55F2> /System/Library/PrivateFrameworks/BoardServices.framework/Versions/A/BoardServices
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0x7fff31cea000 - 0x7fff31d26fff com.apple.DebugSymbols (195.1 - 195.1) <12A5A6E2-6C84-3FCA-9927-8B9E241C607F> /System/Library/PrivateFrameworks/DebugSymbols.framework/Versions/A/DebugSymbols
0x7fff31d27000 - 0x7fff31de4fff com.apple.CoreSymbolication (12.2 - 64541.4) /System/Library/PrivateFrameworks/CoreSymbolication.framework/Versions/A/CoreSymbolication
0x7fff32c7b000 - 0x7fff32cdefff com.apple.framework.Apple80211 (17.0 - 1728) /System/Library/PrivateFrameworks/Apple80211.framework/Versions/A/Apple80211
0x7fff32cdf000 - 0x7fff32e31fff com.apple.CoreWiFi (3.0 - 341) /System/Library/PrivateFrameworks/CoreWiFi.framework/Versions/A/CoreWiFi
0x7fff32e32000 - 0x7fff32e4afff com.apple.BackBoardServices (1.0 - 1.0) <584F3C72-F8F2-3B70-A98F-EC18334BE9F3> /System/Library/PrivateFrameworks/BackBoardServices.framework/Versions/A/BackBoardServices
0x7fff3309e000 - 0x7fff330adfff com.apple.xpc.RemoteServiceDiscovery (1.0 - 2038.80.3) <78AF1606-37D8-3424-92AE-071A9F43AA0F> /System/Library/PrivateFrameworks/RemoteServiceDiscovery.framework/Versions/A/RemoteServiceDiscovery
0x7fff330ae000 - 0x7fff330c5fff com.apple.xpc.RemoteXPC (1.0 - 2038.80.3) /System/Library/PrivateFrameworks/RemoteXPC.framework/Versions/A/RemoteXPC
0x7fff33111000 - 0x7fff33118fff com.apple.EFILogin (2.0 - 2) /System/Library/PrivateFrameworks/EFILogin.framework/Versions/A/EFILogin
0x7fff33119000 - 0x7fff33124fff libcsfde.dylib (554) <9CDB9580-DD1C-347E-91C5-6D92D96F52F5> /usr/lib/libcsfde.dylib
0x7fff33352000 - 0x7fff33352fff com.apple.ApplicationServices (48 - 50) <42B48E32-1918-3178-8DE0-E8126B9EC088> /System/Library/Frameworks/ApplicationServices.framework/Versions/A/ApplicationServices
0x7fff33653000 - 0x7fff33653fff libHeimdalProxy.dylib (79) <85526E13-1E48-377A-A700-EE3F5648A6E3> /System/Library/Frameworks/Kerberos.framework/Versions/A/Libraries/libHeimdalProxy.dylib
0x7fff33706000 - 0x7fff33706fff com.apple.audio.units.AudioUnit (1.14 - 1.14) <8CF768B8-836B-3DA8-9F0A-8CF840348202> /System/Library/Frameworks/AudioUnit.framework/Versions/A/AudioUnit
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0x7fff346bd000 - 0x7fff3470dfff com.apple.ChunkingLibrary (334 - 334) /System/Library/PrivateFrameworks/ChunkingLibrary.framework/Versions/A/ChunkingLibrary
0x7fff34fd9000 - 0x7fff34feffff com.apple.CoreML.AppleNeuralEngine (1.0 - 1) /System/Library/PrivateFrameworks/AppleNeuralEngine.framework/Versions/A/AppleNeuralEngine
0x7fff35155000 - 0x7fff35158fff com.apple.Cocoa (6.11 - 23) /System/Library/Frameworks/Cocoa.framework/Versions/A/Cocoa
0x7fff378df000 - 0x7fff379c6fff com.apple.audio.AVFAudio (1.0 - 477.11) <858A22F1-AEAA-3F39-B01B-A311B230FDA7> /System/Library/Frameworks/AVFoundation.framework/Versions/A/Frameworks/AVFAudio.framework/Versions/A/AVFAudio
0x7fff379c7000 - 0x7fff37adafff com.apple.AVFCapture (1.0 - 80.20.5) /System/Library/PrivateFrameworks/AVFCapture.framework/Versions/A/AVFCapture
0x7fff37adb000 - 0x7fff37b6ffff com.apple.Quagga (47 - 47) <35154FA5-456C-385F-B055-84B89FFF3A5C> /System/Library/PrivateFrameworks/Quagga.framework/Versions/A/Quagga
0x7fff37b70000 - 0x7fff37dcbfff com.apple.CMCapture (1.0 - 80.20.5) /System/Library/PrivateFrameworks/CMCapture.framework/Versions/A/CMCapture
0x7fff395b9000 - 0x7fff395bcfff com.apple.OSAServicesClient (1.0 - 1) <201350F5-56C4-3342-AD10-4BE20772C52B> /System/Library/PrivateFrameworks/OSAServicesClient.framework/Versions/A/OSAServicesClient
0x7fff3c38b000 - 0x7fff3c422fff com.apple.AirPlaySync (1.0 - 2765.6.4.2) /System/Library/PrivateFrameworks/AirPlaySync.framework/Versions/A/AirPlaySync
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0x7fff3deb8000 - 0x7fff3decafff libmis.dylib (274.60.2) <6C720DC2-E50E-3A8D-8494-F8C007DF8DF4> /usr/lib/libmis.dylib
0x7fff3decb000 - 0x7fff3decefff com.apple.gpusw.GPURawCounter (17.3 - 12.0) <070CF9B7-EE89-39F3-B0F6-26D4974AD3A8> /System/Library/PrivateFrameworks/GPURawCounter.framework/Versions/A/GPURawCounter
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0x7fff41ac4000 - 0x7fff41ae2fff libCGInterfaces.dylib (544.2) <2BC461CE-B7FA-33F3-A36B-64F54FB371B5> /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vImage.framework/Versions/A/Libraries/libCGInterfaces.dylib
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0x7fff6ca33000 - 0x7fff6ca35fff libCVMSPluginSupport.dylib (18.1.1) /System/Library/Frameworks/OpenGL.framework/Versions/A/Libraries/libCVMSPluginSupport.dylib
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0x7fff7824b000 - 0x7fff78252fff libRosetta.dylib (203.30) <44C477D9-013F-3A6D-A9FE-68A89214E6A5> /usr/lib/libRosetta.dylib

External Modification Summary:
Calls made by other processes targeting this process:
task_for_pid: 0
thread_create: 0
thread_set_state: 0
Calls made by this process:
task_for_pid: 0
thread_create: 0
thread_set_state: 0
Calls made by all processes on this machine:
task_for_pid: 186469
thread_create: 0
thread_set_state: 0

VM Region Summary:
ReadOnly portion of Libraries: Total=868.0M resident=0K(0%) swapped_out_or_unallocated=868.0M(100%)
Writable regions: Total=1.3G written=0K(0%) resident=0K(0%) swapped_out=0K(0%) unallocated=1.3G(100%)

                            VIRTUAL   REGION 

REGION TYPE SIZE COUNT (non-coalesced)
=========== ======= =======
Accelerate framework 128K 1
Activity Tracing 256K 1
CG backing stores 4032K 6
CG image 72K 3
CoreAnimation 64K 7
CoreGraphics 12K 2
CoreUI image data 824K 7
Dispatch continuations 128.0M 1
Foundation 16K 1
Kernel Alloc Once 8K 1
MALLOC 232.3M 70
MALLOC guard page 48K 8
MALLOC_MEDIUM (reserved) 960.0M 8 reserved VM address space (unallocated)
STACK GUARD 56.1M 14
Stack 14.6M 14
VM_ALLOCATE 812K 32
__CTF 759 1
__DATA 15.7M 351
__DATA_CONST 14.0M 202
__DATA_DIRTY 670K 112
__FONT_DATA 4K 1
__LINKEDIT 605.6M 53
__OBJC_RO 60.6M 1
__OBJC_RW 2449K 2
__TEXT 262.6M 349
__UNICODE 588K 1
mapped file 226.4M 23
shared memory 40K 4
=========== ======= =======
TOTAL 2.5G 1276
TOTAL, minus reserved VM space 1.6G 1276

Model: MacBookPro16,1, BootROM 1554.80.3.0.0 (iBridge: 18.16.14347.0.0,0), 8 processors, 8-Core Intel Core i9, 2.4 GHz, 32 GB, SMC
Graphics: kHW_IntelUHDGraphics630Item, Intel UHD Graphics 630, spdisplays_builtin
Graphics: kHW_AMDRadeonPro5500MItem, AMD Radeon Pro 5500M, spdisplays_pcie_device, 8 GB
Memory Module: BANK 0/ChannelA-DIMM0, 16 GB, DDR4, 2667 MHz, SK Hynix, -
Memory Module: BANK 2/ChannelB-DIMM0, 16 GB, DDR4, 2667 MHz, SK Hynix, -
AirPort: spairport_wireless_card_type_airport_extreme (0x14E4, 0x7BF), wl0: Sep 11 2020 17:01:15 version 9.30.440.2.32.5.61 FWID 01-1d69e4b4
Bluetooth: Version 8.0.3d9, 3 services, 27 devices, 1 incoming serial ports
Network Service: Wi-Fi, AirPort, en0
USB Device: USB 3.1 Bus
USB Device: Apple T2 Bus
USB Device: Composite Device
USB Device: Touch Bar Backlight
USB Device: Touch Bar Display
USB Device: Apple Internal Keyboard / Trackpad
USB Device: Headset
USB Device: Ambient Light Sensor
USB Device: FaceTime HD Camera (Built-in)
USB Device: Apple T2 Controller
Thunderbolt Bus: MacBook Pro, Apple Inc., 63.5
Thunderbolt Bus: MacBook Pro, Apple Inc., 63.5

Better JSON Invalid Error

An invalid or corrupt characterization JSON gives an obtuse error. Perhaps replace it with "The provided JSON was invalid! You may need to rerun the characterization logger!"

Document JSON format

We should have a markdown file or something that documents the JSON format. Should we do both old and new?

Add Romi generation preset

frc-char requires special setup for characterizing a Romi. While constants are mostly plug-n-play for users of Romi, it's a great learning platform, and we should add a preset for Romi.

DARE exception prevents loading JSON and modifying settings to fix it

  1. Open the following JSON (extension changed to .txt because GitHub can't do .json):
    characterization-data20210317-1925_new.txt
  2. Set the window size to 2 and the velocity threshold to 15 in the feedforward analysis settings

The DARE will throw an exception at discrete_algebraic_riccati_equation.cpp:37 saying that the system isn't stabilizable. This aborts the JSON load, which means the settings can't be fixed to avoid the error. Reopening sysid resets the settings to defaults, so the JSON can be loaded again.

We should report an error for the feedback analysis section, but still allow loading the JSON and tweaking the feedforward analysis settings.

Arm Plotting Crashed

Voltage and Time domain plotting crashed the app with this error message:

sysid: /__w/thirdparty-imgui/thirdparty-imgui/imgui/imgui.cpp:4113: void AddDrawListToDrawData(ImVector<ImDrawList*>*, ImDrawList*): 
Assertion `draw_list->_VtxCurrentIdx < (1 << 16) && "Too many vertices in ImDrawList using 16-bit indices. Read comment above"' failed. 
Aborted (core dumped)

A possible cause could be that I left the test running for a relatively large amount of time.

sysid_data20210217-0030.zip

Do note that it didn't crash for another, smaller json.

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