375 lines
11 KiB
Markdown
375 lines
11 KiB
Markdown
# Recorder
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This feature allows to record and reenact a previous simulation. All the events happened are registered in the [recorder file](ref_recorder_binary_file_format.md). There are some high-level queries to trace and study those events.
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* [__Recording__](#recording)
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* [__Simulation playback__](#simulation-playback)
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* Setting a time factor
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* [__Recorded file__](#unreal-engine)
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* [__Queries__](#queries)
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* Collisions
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* Blocked actors
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* [__Sample Python scripts__](#sample-python-scripts)
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---
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## Recording
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All the data is written in a binary file on the server side only. However, the recorder is managed using the [carla.Client](python_api.md#carla.Client).
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Actors are updated on every frame according to the data contained in the recorded file. Actors in the current simulation that appear in the recording will be either moved or re-spawned to emulate it. Those that do not appear in the recording will continue their way as if nothing happened.
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!!! Important
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By the end of the playback, vehicles will be set to autopilot, but __pedestrians will stop__.
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The recorder file includes information regarding actors.
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* __Actors'__ creation and destruction.
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* __Traffic lights'__ state changes.
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* __Vehicles and pedestrians'__ position and orientation.
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To start recording there is only need for a file name. Using `\`, `/` or `:` characters in the file name will define it as an absolute path. If no path is detailed, the file will be saved in `CarlaUE4/Saved`.
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```py
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client.start_recorder("/home/carla/recording01.log")
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```
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To stop the recording, the call is also straightforward.
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```py
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client.stop_recorder()
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```
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!!! Note
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As an estimate, 1h recording with 50 traffic lights and 100 vehicles takes around 200MB in size.
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---
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## Simulation playback
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A playback can be started at any point during a simulation. Besides the path to the log file, this method needs some parameters.
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```py
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client.replay_file("recording01.log", start, duration, camera)
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```
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<table class ="defTable">
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<thead>
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<th>Parameter</th>
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<th>Description</th>
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<th>Notes</th>
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</thead>
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<tbody>
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<td><code>start</code> </td>
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<td>Recording time in seconds to start the simulation at.</td>
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<td>If positive, time will be considered from the beginning of the recording. <br>If negative, it will be considered from the end.</td>
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<tr>
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<td><code>duration</code></td>
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<td>Seconds to playback. 0 is all the recording.</td>
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<td>By the end of the playback, vehicles will be set to autopilot and pedestrians will stop.</td>
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<tr>
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<td><code>camera</code></td>
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<td>ID of the actor that the camera will focus on. </td>
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<td>Set it to <code>0</code> to let the spectator move freely.</td>
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</tbody>
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</table>
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<br>
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### Setting a time factor
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The time factor will determine the playback speed. It can be changed any moment without stopping the playback.
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```py
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client.set_replayer_time_factor(2.0)
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```
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<table class ="defTable">
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<thead>
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<th>Parameter</th>
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<th>Default</th>
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<th>Fast motion</th>
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<th>Slow motion</th>
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</thead>
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<tbody>
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<td><code>time_factor</code> </td>
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<td><b>1.0</b></td>
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<td><b>>1.0</b></td>
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<td><b> <1.0 </b></td>
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</tbody>
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</table>
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<br>
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!!! Important
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If `time_factor>2.0`, the actors' position interpolation is disabled and just updated. Pedestrians' animations are not affected by the time factor.
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When the time factor is around __20x__ traffic flow is easily appreciated.
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---
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## Recorded file
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The details of a recording can be retrieved using a simple API call. By default, it only retrieves those frames where an event was registered. Setting the parameter `show_all` would return all the information for every frame. The specifics on how the data is stored are detailed in the [recorder's reference](ref_recorder_binary_file_format.md).
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```py
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# Show info for relevant frames
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print(client.show_recorder_file_info("recording01.log"))
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```
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* __Opening information.__ Map, date and time when the simulation was recorded.
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* __Frame information.__ Any event that could happen such as actors spawning or collisions. It contains the actors' ID and some additional information.
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* __Closing information.__ Number of frames and total time recorded.
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```
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Version: 1
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Map: Town05
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Date: 02/21/19 10:46:20
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Frame 1 at 0 seconds
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Create 2190: spectator (0) at (-260, -200, 382.001)
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Create 2191: traffic.traffic_light (3) at (4255, 10020, 0)
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Create 2192: traffic.traffic_light (3) at (4025, 7860, 0)
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...
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Create 2258: traffic.speed_limit.90 (0) at (21651.7, -1347.59, 15)
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Create 2259: traffic.speed_limit.90 (0) at (5357, 21457.1, 15)
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Frame 2 at 0.0254253 seconds
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Create 2276: vehicle.mini.cooperst (1) at (4347.63, -8409.51, 120)
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number_of_wheels = 4
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object_type =
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color = 255,241,0
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role_name = autopilot
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...
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Frame 2350 at 60.2805 seconds
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Destroy 2276
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Frame 2351 at 60.3057 seconds
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Destroy 2277
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...
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Frames: 2354
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Duration: 60.3753 seconds
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```
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---
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## Queries
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### Collisions
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Vehicles must have a [collision detector](ref_sensors.md#collision-detector) attached to record collisions. These can be queried, using arguments to filter the type of the actors involved in the collisions. For example, `h` identifies actors whose `role_name = hero`, usually assigned to vehicles managed by the user. There is a specific set of actor types available for the query.
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* __h__ = Hero
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* __v__ = Vehicle
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* __w__ = Walker
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* __t__ = Traffic light
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* __o__ = Other
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* __a__ = Any
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!!! Note
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The `manual_control.py` script assigns `role_name = hero` for the ego vehicle.
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The collision query requires two flags to filter the collisions. The following example would show collisions between vehicles, and any other object.
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```py
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print(client.show_recorder_collisions("recording01.log", "v", "a"))
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```
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The output summarizes time of the collision, and type, ID and description of the actors involved.
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```
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Version: 1
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Map: Town05
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Date: 02/19/19 15:36:08
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Time Types Id Actor 1 Id Actor 2
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16 v v 122 vehicle.yamaha.yzf 118 vehicle.dodge_charger.police
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27 v o 122 vehicle.yamaha.yzf 0
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Frames: 790
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Duration: 46 seconds
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```
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!!! Important
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As it is the `hero` or `ego` vehicle who registers the collision, this will always be `Actor 1`.
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The collision can be reenacted by using the recorder and setting it seconds before the event.
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```py
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client.replay_file("col2.log", 13, 0, 122)
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```
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In this case, the playback showed this.
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### Blocked actors
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Detects vehicles that where stucked during the recording. An actor is considered blocked if it does not move a minimum distance in a certain time. This definition is made by the user during the query.
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```py
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print(client.show_recorder_actors_blocked("recording01.log", min_time, min_distance))
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```
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<table class ="defTable">
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<thead>
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<th>Parameter</th>
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<th>Description</th>
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<th>Default</th>
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</thead>
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<tbody>
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<td><code>min_time</code> </td>
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<td>Minimum seconds to move `min_distance`.</td>
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<td>30secs.</td>
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<tr>
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<td><code>min_distance</code> </td>
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<td>Minimum centimeters to move to not be considered blocked.</td>
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<td>10cm.</td>
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</tbody>
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</table>
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<br>
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!!! Note
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Sometimes vehicles are stopped at traffic lights for longer than expected.
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The following example considers that vehicles are blocked when moving less than 1 meter during 60 seconds.
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```py
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client.show_recorder_actors_blocked("col3.log", 60, 100)
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```
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The output is sorted by __duration__, which states how long it took to stop being "blocked" and move the `min_distance`.
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```
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Version: 1
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Map: Town05
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Date: 02/19/19 15:45:01
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Time Id Actor Duration
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36 173 vehicle.nissan.patrol 336
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75 214 vehicle.chevrolet.impala 295
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302 143 vehicle.bmw.grandtourer 67
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Frames: 6985
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Duration: 374 seconds
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```
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The vehicle `173` was stopped for `336` seconds at time `36` seconds. Reenact the simulation a few seconds before the second `36` to check it out.
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```py
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client.replay_file("col3.log", 34, 0, 173)
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```
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---
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## Sample python scripts
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Some of the provided scripts in `PythonAPI/examples` facilitate the use of the recorder.
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* __start_recording.py__ starts the recording. The duration of the recording can be set, and actors can be spawned at the beginning of it.
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<table class ="defTable">
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<thead>
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<th>Parameter</th>
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<th>Description</th>
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</thead>
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<tbody>
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<td><code>-f</code> </td>
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<td>Filename.</td>
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<tr>
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<td><code>-n</code><small> (optional)</small></td>
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<td>Vehicles to spawn. Default is 10.</td>
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<tr>
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<td><code>-t</code><small> (optional)</small></td>
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<td>Duration of the recording.</td>
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</tbody>
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</table>
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<br>
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* __start_replaying.py__ starts the playback of a recording. Starting time, duration, and actor to follow can be set.
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<table class ="defTable">
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<thead>
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<th>Parameter</th>
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<th>Description</th>
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</thead>
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<tbody>
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<td><code>-f</code> </td>
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<td>Filename.</td>
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<tr>
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<td><code>-s</code><small> (optional)</small></td>
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<td>Starting time. Default is 10.</td>
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<tr>
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<td><code>-d</code><small> (optional)</small></td>
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<td>Duration. Default is all.</td>
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<tr>
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<td><code>-c</code><small> (optional)</small></td>
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<td>IDof the actor to follow.</td>
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</tbody>
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</table>
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<br>
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* __show_recorder_file_info.py__ shows all the information in the recording file. By default, it only shows frames where an event is recorded. However, all of them can be shown.
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<table class ="defTable">
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<thead>
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<th>Parameter</th>
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<th>Description</th>
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</thead>
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<tbody>
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<td><code>-f</code> </td>
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<td>Filename.</td>
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<tr>
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<td><code>-s</code><small> (optional)</small></td>
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<td>Flag to show all details.</td>
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</tbody>
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</table>
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<br>
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* __show_recorder_collisions.py__ shows recorded collisions between two flags of actors of types __A__ and __B__. `-t = vv` would show all collisions between vehicles.
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<table class ="defTable">
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<thead>
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<th>Parameter</th>
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<th>Description</th>
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</thead>
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<tbody>
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<td><code>-f</code> </td>
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<td>Filename.</td>
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<tr>
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<td><code>-t</code></td>
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<td>Flags of the actors involved. <br> <code>h</code> = hero <br> <code>v</code> = vehicle <br> <code>w</code> = walker <br> <code>t</code> = traffic light <br> <code>o</code> = other <br> <code>a</code> = any</td>
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</tbody>
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</table>
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<br>
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* __show_recorder_actors_blocked.py__ lists vehicles considered blocked. Actors are considered blocked when not moving a minimum distance in a certain time.
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<table class ="defTable">
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<thead>
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<th>Parameter</th>
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<th>Description</th>
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</thead>
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<tbody>
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<td><code>-f</code> </td>
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<td>Filename.</td>
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<tr>
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<td><code>-t</code><small> (optional)</small></td>
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<td>Time to move <code>-d</code> before being considered blocked.</td>
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<tr>
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<td><code>-d</code><small> (optional)</small></td>
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<td>Distance to move to not be considered blocked.</td>
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</tbody>
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</table>
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<br>
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---
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Now it is time to experiment for a while. Use the recorder to playback a simulation, trace back events, make changes to see new outcomes. Feel free to say your word in the CARLA forum about this matter.
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<div class="build-buttons">
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<p>
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<a href="https://forum.carla.org/" target="_blank" class="btn btn-neutral" title="Go to the CARLA forum">
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CARLA forum</a>
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</p>
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</div>
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