From 94bf441f73f49fc1a3ec0c480e512a61cfc04993 Mon Sep 17 00:00:00 2001 From: Serafadam Date: Mon, 27 Nov 2023 15:49:08 +0100 Subject: [PATCH 1/2] add initial ros example --- Working with ROS/README.md | 14 ++++++++++++++ Working with ROS/app.py | 19 +++++++++++++++++++ Working with ROS/robotapp.toml | 19 +++++++++++++++++++ Working with ROS/start_ros.sh | 10 ++++++++++ 4 files changed, 62 insertions(+) create mode 100644 Working with ROS/README.md create mode 100644 Working with ROS/app.py create mode 100644 Working with ROS/robotapp.toml create mode 100644 Working with ROS/start_ros.sh diff --git a/Working with ROS/README.md b/Working with ROS/README.md new file mode 100644 index 0000000..ecd4933 --- /dev/null +++ b/Working with ROS/README.md @@ -0,0 +1,14 @@ +# Working with ROS + +This application demonstrates how to set up ROS working environment. + +## Setup + +Application should use Docker image that has ROS preinstalled (or installs it as specified in custom Dockerfile). This can be for example one of the official ROS images. +To enable visibility of ROS system libraries while running the App, you can update `pre_launch` configuration in `robotapp.toml` in following way: +`pre_launch = "export ROS_DOMAIN_ID=30\n. /opt/ros/$ROS_DISTRO/setup.sh\n. /ws/install/setup.sh"` +- `export ROS_DOMAIN_ID=30` - setting up correct ROS domaind ID when running +- `. /opt/ros/$ROS_DISTRO/setup.sh` - sourcing main ROS install +- `. /ws/install/setup.sh` - sourcing custom ROS package + +In the App itself you can either create your own Python nodes via rclpy, or launch other nodes, for example via using separate bash script. \ No newline at end of file diff --git a/Working with ROS/app.py b/Working with ROS/app.py new file mode 100644 index 0000000..916b116 --- /dev/null +++ b/Working with ROS/app.py @@ -0,0 +1,19 @@ +import os +import signal +import subprocess +from robothub import BaseApplication + +class Application(BaseApplication): + def __init__(self): + super().__init__() + self.ros_proc = None + def on_start(self): + env = dict(os.environ) + self.ros_proc = subprocess.Popen( + "bash -c 'chmod +x /app/start_ros.sh ; /app/start_ros.sh'", shell=True, env=env, preexec_fn=os.setsid + ) + def on_stop(self): + if self.ros_proc is not None: + pgid = os.getpgid(self.ros_proc.pid) + os.killpg(pgid, signal.SIGTERM) + \ No newline at end of file diff --git a/Working with ROS/robotapp.toml b/Working with ROS/robotapp.toml new file mode 100644 index 0000000..33530e5 --- /dev/null +++ b/Working with ROS/robotapp.toml @@ -0,0 +1,19 @@ +config_version = "2.0" +configuration = [] + +[info] +name = "ROS App" +description = "ROS App environment" + +[runtime] +application = "app.py#Application" +workdir = "/app" +pre_launch = "export ROS_DOMAIN_ID=30\n. /opt/ros/$ROS_DISTRO/setup.sh\n. /ws/install/setup.sh" + + +[runtime.frontend] +redirectToIndex = true + +[runtime.runs_on] +type = "image" +name = "ros:humble-ros-base" diff --git a/Working with ROS/start_ros.sh b/Working with ROS/start_ros.sh new file mode 100644 index 0000000..4f05856 --- /dev/null +++ b/Working with ROS/start_ros.sh @@ -0,0 +1,10 @@ +#!/bin/bash +set -e + +# setup ros environment +source "/opt/ros/$ROS_DISTRO/setup.bash" +source "/ws/install/setup.bash" + +export ROS_DOMAIN_ID=30 # setup domain id +# Add your custom launch file here +# ros2 launch demo_nodes_cpp talker_listener.launch.py \ No newline at end of file From fe823be2ece91ec2f2e05607d1179f632a8d30fe Mon Sep 17 00:00:00 2001 From: Serafadam Date: Tue, 28 Nov 2023 12:02:25 +0100 Subject: [PATCH 2/2] add default app --- .../RAE Default App/.vscode/launch.json | 1 + .../RAE Default App/.vscode/settings.json | 8 + Working with RAE/RAE Default App/README.md | 46 ++++ .../frontend/assets/index-37243f35.css | 1 + .../frontend/assets/luxonis_logo-d1be00fb.svg | 68 +++++ .../frontend/assets/main-638d2ebc.js | 172 ++++++++++++ .../frontend/assets/raetest02-8e37e8aa.png | Bin 0 -> 183455 bytes .../RAE 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b/Working with RAE/RAE Default App/.vscode/launch.json @@ -0,0 +1 @@ +{"version":"0.2.0","configurations":[{"type":"robothub","request":"launch","name":"Run"}]} \ No newline at end of file diff --git a/Working with RAE/RAE Default App/.vscode/settings.json b/Working with RAE/RAE Default App/.vscode/settings.json new file mode 100644 index 0000000..9907e85 --- /dev/null +++ b/Working with RAE/RAE Default App/.vscode/settings.json @@ -0,0 +1,8 @@ +{ + "evenBetterToml.taplo.configFile.path": "/.vscode/taplo.toml", + "eslint.workingDirectories": [ + "src" + ], + "editor.tabSize": 2, + "ros.distro": "humble" +} diff --git a/Working with RAE/RAE Default App/README.md b/Working with RAE/RAE Default App/README.md new file mode 100644 index 0000000..90bf3f0 --- /dev/null +++ b/Working with RAE/RAE Default App/README.md @@ -0,0 +1,46 @@ +# RAE Default App + +This is an example of Default RAE App source code. In this example, FollowMe Application is used as the default entry point, but others can be specified via `robotapp.toml` file. + +## Features +- FollowMe Application - robot is put in a mode that follows a person standing in front or in the back of the robot +- A FrontEnd application is launched to publish images on LCD screen or control LED behavior +- Abstractions are provided for the robot class that allow customizing the App behavior, or creation of a whole different app +- It is possible to set up streams for both RobotHub using provided wrappers + +## Requirements + +- RAE + +## Dependencies +- ROS2 Humble +- DepthAI libraries +- RobotHub + +## Concepts of Robot classes + +1. The Robot Class: An Integrated Approach to Robotics Control + +The Robot class stands as a cornerstone in robotics control, encapsulating various functionalities such as movement, display, and LED control. This class serves as a bridge between hardware components and higher-level software commands, thereby streamlining robotics operations. + +Key Functionalities: +- Movement Control: By integrating a MovementController, the Robot class allows for precise control over the robot's motion, enabling it to navigate its environment effectively. +- Visual Feedback: The incorporation of a DisplayController and LEDController provides visual feedback and communication capabilities, enhancing human-robot interaction. +- Battery Monitoring: The class also includes a method for battery state monitoring, ensuring the robot operates within its energy constraints. + + +2. The Camera Class: Enhancing Perception in Robotics + +The Camera class is instrumental in augmenting a robot's perception of its surroundings. It leverages the depthai and robothub libraries to manage camera functionalities, which are vital for tasks like navigation, object recognition, and environmental interaction. + +- Stream Management: It enables the creation and management of video streams through RobotHub and ROS, crucial for real-time visual data processing. +- Hardware Interface: The class interacts directly with the camera hardware, ensuring optimal utilization of the device's capabilities. +- Flexibility and Control: The inclusion of methods for starting and stopping the camera pipeline, and for publishing video data, provides flexibility and control over the camera operations. + +3. The ROS2Manager Class: Streamlining ROS2 Operations + +The ROS2Manager class encapsulates the management of ROS2 functionalities. ROS2 (Robot Operating System 2) is an essential component in modern robotics, providing tools for communication between different parts of a robotic system. + +- Node Management: This class is responsible for creating and managing nodes in ROS2, facilitating communication between different components of a robot. +- Publisher and Subscriber System: It includes a comprehensive system for creating publishers, subscribers, clients etc. allowing the robot to interact with various data streams efficiently. +- Lifecycle Management: The class also manages the lifecycle of ROS2 processes, including starting and stopping nodes and context, ensuring robust and reliable operations. \ No newline at end of file diff --git a/Working with RAE/RAE Default App/frontend/assets/index-37243f35.css b/Working with RAE/RAE Default App/frontend/assets/index-37243f35.css new file mode 100644 index 0000000..9c9eb5f --- /dev/null +++ b/Working with RAE/RAE Default App/frontend/assets/index-37243f35.css @@ -0,0 +1 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var(--border-color-base)}[data-is=input]>:last-child:not(:is(input,textarea)){height:100%;border-top-left-radius:0;border-bottom-left-radius:0}*[data-dropdown=parent]{position:relative}dialog[data-is=dropdown]{width:100%;min-width:0;display:none;border:0;flex-direction:column;min-height:0;padding:0;justify-content:flex-start;top:100%;z-index:10000}dialog[data-is=dropdown][data-dropdown-secondary=yes]{width:100%;display:none;border:0;flex-direction:column;min-height:0;padding:0;justify-content:flex-start;top:80%;bottom:100%;left:100%;z-index:10000}dialog[data-is=dropdown][data-dropdown-position=left]{align-items:flex-end}dialog[data-is=dropdown][data-dropdown-position=right]{align-items:flex-start}dialog[data-is=dropdown]>div{display:flex;width:max-content;min-width:100%;flex-direction:column;align-items:flex-end;justify-content:flex-start;background-color:var(--white);border:1px solid var(--_outlineColor);box-shadow:var(--shadow-sm);border-radius:var(--border-radius)}dialog[data-is=dropdown][open]{display:flex}dialog[data-is=dropdown]>div>:is(div,a)[data-is=dropdown-action]{width:max-content;min-width:100%;display:flex;flex-direction:row;gap:12px;align-items:center;min-height:var(--button-min-height);box-sizing:border-box;padding:0 16px;text-align:start;cursor:pointer}dialog[data-is=dropdown]>div>:is(div,a)[data-is=dropdown-action]{--_textColor: var(--gray900);--_iconSize: 16px;--_iconColor: var(--gray500)}dialog[data-is=dropdown]>div>:is(div,a)[data-is=dropdown-action]:hover{background-color:var(--gray100)}dialog[data-is=dropdown]>div>:is(div,a)[data-is=dropdown-action]{color:var(--_textColor)}dialog[data-is=dropdown]>div>:is(div,a)[data-is=dropdown-action] :is(svg,[data-icon]){block-size:var(--_iconSize);inline-size:var(--_iconSize);color:var(--_iconColor);flex-shrink:0;fill:none;stroke-linecap:round;stroke-linejoin:round}dialog[data-is=dropdown]>div>:is(div,a)[data-is=dropdown-action][data-disabled]{--_textColor: var(--disabled-color);--_iconColor: var(--disabled-color)}dialog[data-is=dropdown]>div>:is(div,a)[data-is=dropdown-action][data-action=danger]{--_textColor: var(--danger600);--_iconColor: var(--danger600)}[data-is=button-select]>[data-is=button]{border-radius:0;border-left:0;border-right:0}[data-is=button-select]>[data-is=button]:first-child{border-left:var(--_border);border-top-left-radius:var(--_border-radius);border-bottom-left-radius:var(--_border-radius)}[data-is=button-select]>[data-is=button]:last-child{border-right:var(--_border);border-top-right-radius:var(--_border-radius);border-bottom-right-radius:var(--_border-radius)}[data-is=button-select]>[data-is=button].ButtonSelect-selected{background:var(--primary50);border:1px solid var(--_primaryColor)}[data-is=select],.select-search-container{--_border: var(--border-color-base);--_arrowColor: var(--gray400);--_height: var(--inputHeightBase);--_fieldTextColor: var(--text-color);--_background: #fff}[data-is=select][data-input-size=lg],.select-search-container.lg{--_height: var(--inputHeightLg)}[data-is=select][data-input-size=sm],.select-search-container.sm{--_height: var(--inputHeightSm)}[data-is=select][data-select-height=fit-content]{--_height: max(max-content, var(--_selectItemMinHeight))}[data-is=select][data-on=dark]{--_border: var(--border-color-dark);--_fieldTextColor: var(--text-color-dark);--_background: rgba(0, 0, 0, .6)}[data-is=select],.select-search-container,[data-select=dialog]{--_iconSize: 24px;--_iconColor: var(--primary500);--_selectItemMinHeight: 48px;--_selectItemVerticalPadding: var(--ss-1);--_selectItemHorizontalPadding: var(--container-padding);--_selectItemGap: var(--ss-2);--_maxHeight: 220px}[data-is=select],.select-search-container{background-color:var(--_background);min-height:var(--inputHeightBase);border:1px solid var(--_border);border-radius:var(--border-radius);cursor:pointer;font-size:var(--font-size-text-sm);line-height:var(--line-height-text-sm);position:relative}.select-search-container{padding:0 8px;box-sizing:border-box;display:flex;flex-direction:row;align-items:center}.select-search-container>.select-search__control{flex:1}[data-is=select]>[data-select=field]{border-radius:var(--border-radius);border:none;height:var(--_height);font-family:inherit;font-size:inherit;cursor:inherit;line-height:inherit;outline:none;width:100%;min-width:fit-content;color:var(--_fieldTextColor);display:flex;flex-direction:row;align-items:center}[data-is=select]>[data-select=field]>:first-child{flex:1}[data-is=select]>[data-select=field]>svg{margin:0 8px;--_iconColor: var(--gray300)}[data-select=field][data-disabled=""]{background-color:var(--gray50);color:var(--gray500)}dialog[data-select=dialog]{width:100%;min-width:100%;display:none;border:0;flex-direction:column;min-height:0;padding:0;align-items:stretch;justify-content:flex-start;top:100%;z-index:10000;max-height:var(--_maxHeight);overflow-y:auto;box-shadow:var(--shadow-2);border-radius:0 0 var(--border-radius) var(--border-radius)}dialog[data-select=dialog][open]{display:flex}dialog[data-select=dialog]>[data-select=item]:hover{background-color:#0000000a}dialog[data-select=dialog]>[data-select=item],[data-is=select]>[data-select=field]>[data-select=item]{display:flex;width:100%;height:max-content;min-height:var(--_selectItemMinHeight);flex-direction:row;gap:var(--_selectItemGap);align-items:center;box-sizing:border-box;cursor:pointer;padding:var(--_selectItemVerticalPadding) var(--_selectItemHorizontalPadding)}[data-is=select]:not([data-select-height="fit-content"])>[data-select=field]>[data-select=item]{height:100%;padding:0 var(--_selectItemHorizontalPadding)}[data-select=item][data-disabled]{color:var(--disabled-color)}[data-select=item] :where(svg,[data-icon]){block-size:var(--_iconSize);inline-size:var(--_iconSize);color:var(--_iconColor);flex-shrink:0;fill:none;stroke-linecap:round;stroke-linejoin:round}[data-is=select] [dropdown-arrow]{width:24px;height:24px;margin-right:8px;pointer-events:none;color:var(--_arrowColor);grid-area:select;justify-self:end}.select-search-divider{align-items:center;display:flex;justify-content:space-between}.select-search-divider-option{background-color:#ebecf0;border-radius:2em;color:#172b4d;display:inline-block;font-size:12;font-weight:400;line-height:1;min-width:1;padding:.16666667em .5em;text-align:center}div[data-is=badge]{--_paddingVertical: 2px;--_paddingHorizontal: 8px;--_gap: 4px;--_height: 22px;--_borderRadius: 11px;--_textWeight: var(--font-weight-medium);--_textSize: var(--font-size-text-xs);--_lineHeight: var(--line-height-text-xs);--_iconSize: 12px}div[data-is=badge][data-look=strong]{--_textColor: var(--_onPrimaryColor, #ffffff);--_bg: var(--_primaryColor, var(--gray500))}div[data-is=badge][data-look=light]{--_textColor: var(--_primaryColor, var(--gray500));--_bg: var(--_secondaryColor, var(--gray100))}div[data-is=badge][data-look=transparent]{--_textColor: var(--_primaryColor, var(--gray500));--_bg: transparent}div[data-is=badge]{display:flex;width:fit-content;height:var(--_height);padding:var(--_paddingVertical) var(--_paddingHorizontal);border-radius:var(--_borderRadius);flex-direction:row;justify-content:center;align-items:center;gap:var(--_gap);color:var(--_textColor);font-weight:var(--_textWeight);font-size:var(--_textSize);line-height:var(--_lineHeight);background-color:var(--_bg);user-select:none}div[data-is=badge][data-padding="0"]{--_paddingVertical: 0;--_paddingHorizontal: 0}div[data-is=navigation-menu]{width:100%;height:var(--layout-navmenu-mobile-height);border-bottom:var(--divider);display:flex;flex-direction:row;align-items:center;background-color:var(--navigationMenuBackground);box-sizing:border-box;gap:16px;padding:0 var(--page-content-spacing)}div[data-is=navigation-menu]>[data-device=mobile]{display:flex}div[data-is=navigation-menu]>[data-device=desktop]{display:none}div[data-is=navigation-menu]>[data-layout-nav=logo]{--_logoSize: calc(var(--layout-navmenu-mobile-height) - 12px);width:var(--_logoSize);height:var(--_logoSize);background-color:var(--palette-600)}div[data-is=navigation-menu]>[data-layout-nav=logo]>svg{--_iconSize: var(--_logoSize);--_iconColor: var(--palette-dark-contrast)}div[data-is=navigation-menu] [data-nav-menu=divider]{display:none}div[data-is=navigation-menu]>nav{display:flex;flex-direction:row;align-items:center;gap:12px}div[data-is=navigation-menu]>nav:last-child{flex:1;justify-content:flex-end}div[data-is=navigation-menu]>nav[data-device=desktop] a{--_background: transparent;--_borderColor: var(--divider-color);--_opacity: 1;--__color: var(--gray600);--_textColor: var(--__color);--_iconColor: var(--__color)}div[data-is=navigation-menu]>nav[data-device=desktop] a{width:38px;height:38px;border-radius:var(--border-radius);border:1px solid var(--_borderColor);background:var(--_background);display:flex;flex-direction:row;align-items:center;justify-content:center;color:var(--__color);cursor:pointer}div[data-is=navigation-menu]>nav[data-device=desktop] a:has(img){--border-radius: 48px}div[data-is=navigation-menu]>nav[data-device=desktop] a>svg{width:24px;height:24px}div[data-is=navigation-menu]>nav[data-device=desktop] a.avatar :is(img,svg){width:100%;height:100%;border-radius:var(--border-radius);opacity:var(--_opacity)}div[data-is=navigation-menu]>nav[data-device=desktop] *.active{--_background: var(--palette-600);--__color: var(--palette-dark-contrast);--_borderColor: transparent;--_opacity: .7}@media (min-width: 560px){div[data-is=navigation-menu]{width:var(--navigationMenuWidth);height:100%;flex-direction:column;border-bottom:none;border-right:var(--divider);padding:0;gap:0}div[data-is=navigation-menu]>[data-layout-nav=logo]{--_logoSize: var(--page-header-topbar-height);width:100%;display:flex;flex-direction:column;align-items:center;justify-content:center;border-bottom:var(--divider)}div[data-is=navigation-menu]>[data-layout-nav=logo]>svg{--_iconSize: 48px}div[data-is=navigation-menu]>nav{flex-direction:column;padding:var(--container-padding) 0;box-sizing:border-box}div[data-is=navigation-menu] [data-nav-menu=divider]{display:block;height:1px;width:var(--navigationMenuWidth);background-color:var(--gray100);margin:8px 0}div[data-is=navigation-menu]>nav:last-child{flex:unset}div[data-is=navigation-menu]>nav>a{width:42px;height:42px}div[data-is=navigation-menu]>[data-device=mobile]{display:none}div[data-is=navigation-menu]>[data-device=desktop]{display:flex}}div[data-is=switch]{--_width: 36px;--_borderWidth: 1px;--_baseHeight: 20px;--_height: calc(2 * var(--_borderWidth) + var(--_baseHeight));--_color: var(--gray300);--_circleOffset: 2px;--_circleSize: calc(var(--_baseHeight) - (2 * var(--_circleOffset)))}div[data-is=switch]{width:var(--_width);height:var(--_height);box-sizing:border-box;border-radius:calc(var(--_height) / 2);border:var(--_borderWidth) solid var(--gray200);position:relative;cursor:pointer;background-color:var(--_color)}div[data-switch]:before{position:absolute;content:"";display:block;width:var(--_circleSize);height:var(--_circleSize);border-radius:calc(var(--_circleSize) / 2);top:var(--_circleOffset);left:var(--_circleOffset);transition:left .15s ease-in-out;background-color:var(--white)}div[data-switch=on]{--_color: var(--primary500)}div[data-switch=on]:before{left:calc(var(--_width) - var(--_circleOffset) - var(--_circleSize) - (2 * var(--_borderWidth)))}div[data-switch=off]{--_color: var(--gray200)}div[data-switch=off]:before{left:var(--_circleOffset)}.Table{--_cell-padding: 16px;--_cell-gap: 8px;--_divider: 1px solid var(--divider-color)}.Table{display:flex;flex-direction:column;align-items:stretch;width:100%;border-radius:var(--border-radius);background-color:#fff;border:var(--border-width-base) var(--border-style-base) var(--divider-color)}.Table-header{grid-column:1 / -1;display:flex;flex-direction:row;align-items:center;min-height:var(--container-header-min-height);padding:0 var(--_cell-padding);border-bottom:var(--_divider)}.Table-header-title{flex:1;min-width:0}.Table-body{display:grid}.Table-headerCell,.Table-cell{display:flex;flex-direction:row;align-items:center;justify-content:none;padding:0 var(--_cell-padding);gap:var(--_cell-gap);--_iconSize: 38px}.Table-cell>[data-flex]:first-child{width:100%}.Table-headerCell{min-height:44px;border-bottom:var(--_divider);font-weight:var(--font-weight-medium);font-size:var(--font-size-text-sm);color:var(--gray500)}.Table-filtersAppliedRow{display:flex;flex-direction:row;align-items:center;background-color:var(--primary25);box-sizing:border-box;padding:0 var(--_cell-padding);min-height:56px}.Table-filtersAppliedRow>:first-child{flex:1;min-width:0;font-weight:500}.Table-cell{min-height:64px}.Table-cell.cellAlign-start,.Table-headerCell.cellAlign-start{text-align:start;justify-content:flex-start}.Table-cell.cellAlign-center,.Table-headerCell.cellAlign-center{text-align:center;justify-content:center}.Table-cell.cellAlign-end,.Table-headerCell.cellAlign-end{text-align:end;justify-content:flex-end}.Table-cell.clickable{cursor:pointer}.Table-emptyContent{width:100%;display:flex;flex-direction:column;align-items:center;padding:40px 0}.Table-emptyContent-body{width:352px;display:flex;flex-direction:column;align-items:center}.LinkedRobots.Table-emptyContent-body{min-width:500px}.Table-emptyContent-body>svg{--_iconSize: 128px}.Table-emptyContent-body>.title{margin-top:16px}.Table-emptyContent-body>.text{margin-top:4px}.Table-emptyContent-actions{width:100%;display:flex;flex-direction:row;align-items:center;justify-content:center;margin-top:16px}[data-is=card]{--_contentGap: var(--container-padding);--_paddingVertical: var(--container-padding);--_paddingHorizontal: var(--container-padding);--_backgroundColor: var(--white);--_cursor: "default";--_width: 100%;--_minWidth: 0;--_height: auto;--_minHeight: 0}[data-is=card]{display:flex;flex-direction:column;width:var(--_width);min-width:var(--_minWidth);height:var(--_height);min-height:var(--_minHeight);background-color:var(--_backgroundColor);border:var(--_divider, var(--divider));cursor:var(--_cursor);box-sizing:border-box;border-radius:var(--border-radius)}[data-is=card][data-color]{--_divider: 1px solid var(--palette-200)}[data-is=card][data-card-padding]{padding:0}[data-is=card][data-card-padding=none]{--_paddingHorizontal: 0;--_paddingVertical: 0}[data-is=card][data-card-padding=horizontal]{--_paddingVertical: 0}[data-is=card][data-card-padding=vertical]{--_paddingHorizontal: 0}[data-is=card]>[data-card=header]{display:flex;flex-direction:row;align-items:center;width:100%;min-height:var(--container-header-min-height);border-bottom:1px solid var(--divider-color);border-radius:var(--border-radius) var(--border-radius) 0 0;padding:var(--container-padding)}[data-is=card]>[data-card=header]>[data-card=header-text]{flex:1;display:flex;flex-direction:column;align-items:flex-start;justify-content:center;gap:4px}[data-is=card]>[data-card=header]>[data-card=header-text]>[data-card=title]{margin:0}[data-is=card]>[data-card=content]{box-sizing:border-box;padding:var(--_paddingVertical) var(--_paddingHorizontal);display:flex;flex-direction:column;align-items:stretch;gap:var(--_contentGap);height:100%}[data-is=card]>[data-card=content][data-card-divided]>*:not(:last-child){border-bottom:1px solid var(--divider-color)}[data-is=card]>[data-card=actions]{display:flex;flex-direction:row;align-items:center;flex-wrap:wrap;width:100%;gap:var(--ss-3);padding:calc(var(--container-padding) / 2) var(--container-padding);border-top:1px solid var(--gray100)}[data-is=cards-grid]{--_columnWidth: 410px;--_columnTemplate: repeat(auto-fill, minmax(0, var(--_columnWidth)));--_gap: var(--page-content-spacing)}[data-is=cards-grid]{display:grid;grid-template-columns:var(--_columnTemplate);column-gap:var(--_gap);row-gap:var(--_gap);grid-auto-flow:dense;align-items:start}[data-is=cards-grid]>*{width:100%;height:var(--_height, auto)}[data-is=cards-grid]>[data-cards-grid-column="1"]{grid-column:1}[data-is=cards-grid]>[data-cards-grid-column="2"]{grid-column:2}[data-is=cards-grid]>[data-cards-grid-column="3"]{grid-column:3}[data-is=cards-grid]>[data-cards-grid-column=all]{grid-column:1 / -1}[data-is=cards-grid]>[data-cards-grid=column]{display:flex;flex-direction:column;gap:var(--_gap)}[data-is=cards-grid]>[data-cards-grid=column]>*{width:100%}div[data-is=list-row]{--_prefixWidth: 56px;--_prefixIconSize: 40px;--_prefixImageSize: 40px;--_spacing: 16px;--_sideSpacing: var(--_spacing);--_minHeight: 56px;--_rowGap: 2px}div[data-is=list-row]{width:100%;height:var(--_minHeight);display:inline-grid;row-gap:var(--_rowGap);box-sizing:border-box;padding:0 var(--_sideSpacing);column-gap:var(--_spacing);align-items:center;align-content:center;grid-template-rows:max-content max-content}div[data-is=list-row][data-disabled]{opacity:.7}div[data-is=list-row][data-narrow]{--_minHeight: 48px}div[data-is=list-row][data-padding="0"]{--_sideSpacing: 0}div[data-is=list-row]:not([data-lr-prefix]){grid-template-columns:1fr max-content}div[data-is=list-row][data-lr-prefix]{grid-template-columns:calc(var(--_prefixWidth) - var(--_spacing)) 1fr max-content}div[data-is=list-row][data-lr-prefix]>:nth-child(1){grid-column:1 / 1;grid-row:1 / -1}div[data-is=list-row][data-lr-prefix=square]>:nth-child(1):is(svg,[data-icon]){width:var(--_prefixIconSize);height:var(--_prefixIconSize)}div[data-is=list-row][data-lr-prefix=square]>:nth-child(1):is(img){width:var(--_prefixImageSize);height:var(--_prefixImageSize)}div[data-is=list-row][data-lr-prefix=rect]{--_prefixWidth: 120px;--_minHeight: 72px}div[data-is=list-row][data-lr-prefix=rect]>:nth-child(1):is(img,div){width:100%;height:var(--_minHeight);border-radius:4px;object-fit:cover}div[data-is=list-row][data-lr-prefix=circle]>:is(svg,[data-icon]){width:var(--_prefixIconSize);height:var(--_prefixIconSize);border-radius:50px;border:1px solid var(--gray200)}div[data-is=list-row] [data-list-row=title]{font-size:var(--font-size-text-sm);font-weight:var(--font-weight-normal);color:var(--gray900);width:100%;display:inline-flex;flex-direction:row;align-self:var(--_alignTitle, center)}div[data-is=list-row] [data-list-row=subtitle]{font-size:var(--font-size-text-xs);font-weight:var(--font-weight-normal);color:var(--gray500);width:100%;display:inline-flex;flex-direction:row;align-self:var(--_alignSubtitle, center)}div[data-is=list-row][data-lr-type=dual-row]{--_alignTitle: end;--_alignSubtitle: start}div[data-is=list-row] [data-list-row=suffix]{font-size:var(--font-size-text-sm);font-weight:var(--font-weight-normal);color:var(--gray500);display:inline-flex;flex-direction:row;align-items:center;gap:4px}div[data-is=list-row] [data-list-row=suffix] :is(svg,[data-icon]){width:16px;height:16px}div[data-is=list-row][data-list-row-type=simple][data-suffix=no] :is([data-list-row="title"],[data-list-row="subtitle"]){grid-column:1 / -1}div[data-is=list-row][data-list-row-type=prefixed][data-suffix=no] :is([data-list-row="title"],[data-list-row="subtitle"]){grid-column:2 / -1}div[data-is=list-row][data-list-row-type=simple]:not([data-suffix="no"]) :is([data-list-row="title"],[data-list-row="subtitle"]){grid-column:1 / 1}div[data-is=list-row][data-list-row-type=prefixed]:not([data-suffix="no"]) :is([data-list-row="title"],[data-list-row="subtitle"]){grid-column:2 / 2}div[data-is=list-row][data-subtitle=no] [data-list-row=title]{grid-row:1 / -1}div[data-is=list-row]:not([data-subtitle="no"]) 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[data-stepper=step]{min-width:0}div[data-is=stepper][data-stepper-dir=h] [data-stepper=arrow-to-next]{height:1px;flex:1;background-color:var(--divider-color)}@keyframes in-progress-step{0%{transform:rotate(0)}to{transform:rotate(360deg)}}[data-is=editable-text]{display:inline-flex;flex-direction:row;align-items:center}[data-is=editable-text] div[data-form=field]{flex-direction:row}[data-is=editable-text] [data-is=button]{margin-left:4px}dialog[data-is=modal]>[data-is=video-player]{--_maxWidth: 90vw}@media (min-width: 768px){dialog[data-is=modal]>[data-is=video-player]{--_maxWidth: 700px}}@media (min-width: 1024px){dialog[data-is=modal]>[data-is=video-player]{--_maxWidth: 900px}}[data-is=video-player]{border-radius:var(--border-radius);overflow:hidden;width:100%;max-width:var(--_maxWidth);height:auto;background-color:transparent;outline:unset;margin:0 -1px -1px 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we{constructor(t){H(this,"_type");H(this,"_output");H(this,"_input");H(this,"_def");H(this,"spa",this.safeParseAsync);this._def=t,this.parse=this.parse.bind(this),this.safeParse=this.safeParse.bind(this),this.parseAsync=this.parseAsync.bind(this),this.safeParseAsync=this.safeParseAsync.bind(this),this.spa=this.spa.bind(this),this.refine=this.refine.bind(this),this.refinement=this.refinement.bind(this),this.superRefine=this.superRefine.bind(this),this.optional=this.optional.bind(this),this.nullable=this.nullable.bind(this),this.nullish=this.nullish.bind(this),this.array=this.array.bind(this),this.promise=this.promise.bind(this),this.or=this.or.bind(this),this.and=this.and.bind(this),this.transform=this.transform.bind(this),this.brand=this.brand.bind(this),this.default=this.default.bind(this),this.catch=this.catch.bind(this),this.describe=this.describe.bind(this),this.pipe=this.pipe.bind(this),this.isNullable=this.isNullable.bind(this),this.isOptional=this.isOptional.bind(this)}get 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this._addCheck({kind:"max",value:BigInt(0),inclusive:!0,message:ve(n)})}nonnegative(n){return this._addCheck({kind:"min",value:BigInt(0),inclusive:!0,message:ve(n)})}multipleOf(n,r){return this._addCheck({kind:"multipleOf",value:n,message:ve(r)})}get minValue(){let n=null;for(const r of this._def.checks)r.kind==="min"&&(n===null||r.value>n)&&(n=r.value);return n}get maxValue(){let n=null;for(const r of this._def.checks)r.kind==="max"&&(n===null||r.valuenew $o({checks:[],typeName:ae.ZodBigInt,coerce:(n==null?void 0:n.coerce)??!1,...ue(n)}));const r0=class extends we{_parse(t){if(this._def.coerce&&(t.data=!!t.data),this._getType(t)!==X.boolean){const r=this._getOrReturnCtx(t);return q(r,{code:B.invalid_type,expected:X.boolean,received:r.parsedType}),fe}return Vn(t.data)}};let bs=r0;H(bs,"create",t=>new r0({typeName:ae.ZodBoolean,coerce:(t==null?void 0:t.coerce)||!1,...ue(t)}));const Cu=class extends we{_parse(t){if(this._def.coerce&&(t.data=new Date(t.data)),this._getType(t)!==X.date){const i=this._getOrReturnCtx(t);return q(i,{code:B.invalid_type,expected:X.date,received:i.parsedType}),fe}if(isNaN(t.data.getTime())){const i=this._getOrReturnCtx(t);return q(i,{code:B.invalid_date}),fe}const r=new ht;let a;for(const i of this._def.checks)i.kind==="min"?t.data.getTime()i.value&&(a=this._getOrReturnCtx(t,a),q(a,{code:B.too_big,message:i.message,inclusive:!0,exact:!1,maximum:i.value,type:"date"}),r.dirty()):ea();return{status:r.value,value:new Date(t.data.getTime())}}_addCheck(t){return new Cu({...this._def,checks:[...this._def.checks,t]})}min(t,n){return this._addCheck({kind:"min",value:t.getTime(),message:ve(n)})}max(t,n){return this._addCheck({kind:"max",value:t.getTime(),message:ve(n)})}get minDate(){let t=null;for(const n of this._def.checks)n.kind==="min"&&(t===null||n.value>t)&&(t=n.value);return t!=null?new Date(t):null}get maxDate(){let t=null;for(const n of this._def.checks)n.kind==="max"&&(t===null||n.valuenew Cu({checks:[],coerce:(t==null?void 0:t.coerce)||!1,typeName:ae.ZodDate,...ue(t)}));const a0=class extends we{constructor(){super(...arguments);H(this,"params")}_parse(n){if(this._getType(n)!==X.undefined){const a=this._getOrReturnCtx(n);return q(a,{code:B.invalid_type,expected:X.undefined,received:a.parsedType}),fe}return Vn(n.data)}};let bo=a0;H(bo,"create",n=>new a0({typeName:ae.ZodUndefined,...ue(n)}));const i0=class extends we{_parse(t){if(this._getType(t)!==X.null){const r=this._getOrReturnCtx(t);return q(r,{code:B.invalid_type,expected:X.null,received:r.parsedType}),fe}return Vn(t.data)}};let xo=i0;H(xo,"create",t=>new i0({typeName:ae.ZodNull,...ue(t)}));const o0=class extends we{constructor(){super(...arguments);H(this,"_any",!0)}_parse(n){return Vn(n.data)}};let Ss=o0;H(Ss,"create",n=>new o0({typeName:ae.ZodAny,...ue(n)}));const l0=class extends we{_parse(t){const n=this._getOrReturnCtx(t);return q(n,{code:B.invalid_type,expected:X.never,received:n.parsedType}),fe}};let Ln=l0;H(Ln,"create",t=>new l0({typeName:ae.ZodNever,...ue(t)}));const Ja=class extends we{_parse(t){const{ctx:n,status:r}=this._processInputParams(t),a=this._def;if(n.parsedType!==X.array)return q(n,{code:B.invalid_type,expected:X.array,received:n.parsedType}),fe;if(a.exactLength!==null){const o=n.data.length>a.exactLength.value,l=n.data.lengtha.maxLength.value&&(q(n,{code:B.too_big,maximum:a.maxLength.value,type:"array",inclusive:!0,exact:!1,message:a.maxLength.message}),r.dirty()),n.common.async)return Promise.all([...n.data].map((o,l)=>a.type._parseAsync(new ta(n,o,n.path,l)))).then(o=>ht.mergeArray(r,o));const i=[...n.data].map((o,l)=>a.type._parseSync(new ta(n,o,n.path,l)));return ht.mergeArray(r,i)}get element(){return this._def.type}min(t,n){return new Ja({...this._def,minLength:{value:t,message:ve(n)}})}max(t,n){return new Ja({...this._def,maxLength:{value:t,message:ve(n)}})}length(t,n){return new Ja({...this._def,exactLength:{value:t,message:ve(n)}})}nonempty(t){return this.min(1,t)}};let Gr=Ja;H(Gr,"create",(t,n)=>new Ja({type:t,minLength:null,maxLength:null,exactLength:null,typeName:ae.ZodArray,...ue(n)}));function xa(e){if(e instanceof yn){const t={};for(const n in e.shape){const r=e.shape[n];t[n]=Fn.create(xa(r))}return new yn({...e._def,shape:()=>t})}else return e instanceof Gr?new Gr({...e._def,type:xa(e.element)}):e instanceof Fn?Fn.create(xa(e.unwrap())):e instanceof Yr?Yr.create(xa(e.unwrap())):e instanceof si?si.create(e.items.map(t=>xa(t))):e}const ut=class extends we{constructor(){super(...arguments);H(this,"_cached",null);H(this,"nonstrict",this.passthrough);H(this,"augment",this.extend)}_getCached(){if(this._cached!==null)return this._cached;const n=this._def.shape(),r=mn(n);return this._cached={shape:n,keys:r}}_parse(n){if(this._getType(n)!==X.object){const c=this._getOrReturnCtx(n);return q(c,{code:B.invalid_type,expected:X.object,received:c.parsedType}),fe}const{status:a,ctx:i}=this._processInputParams(n),{shape:o,keys:l}=this._getCached(),s=[];if(!(this._def.catchall instanceof Ln&&this._def.unknownKeys==="strip"))for(const c in i.data)l.includes(c)||s.push(c);const u=[];for(const c of l){const f=o[c],d=i.data[c];u.push({key:{status:"valid",value:c},value:f._parse(new ta(i,d,i.path,c)),alwaysSet:c in i.data})}if(this._def.catchall instanceof Ln){const c=this._def.unknownKeys;if(c==="passthrough")for(const f of s)u.push({key:{status:"valid",value:f},value:{status:"valid",value:i.data[f]}});else if(c==="strict")s.length>0&&(q(i,{code:B.unrecognized_keys,keys:s}),a.dirty());else if(c!=="strip")throw new Error("Internal ZodObject error: invalid unknownKeys value.")}else{const c=this._def.catchall;for(const f of s){const d=i.data[f];u.push({key:{status:"valid",value:f},value:c._parse(new ta(i,d,i.path,f)),alwaysSet:f in i.data})}}return i.common.async?Promise.resolve().then(async()=>{const c=[];for(const f of u){const d=await f.key;c.push({key:d,value:await f.value,alwaysSet:f.alwaysSet})}return c}).then(c=>ht.mergeObjectSync(a,c)):ht.mergeObjectSync(a,u)}get shape(){return this._def.shape()}strict(n){return new ut({...this._def,unknownKeys:"strict",...n!==void 0?{errorMap:(r,a)=>{var o,l;const i=((l=(o=this._def).errorMap)==null?void 0:l.call(o,r,a).message)??a.defaultError;return r.code==="unrecognized_keys"?{message:We(n).message??i}:{message:i}}}:{}})}strip(){return new ut({...this._def,unknownKeys:"strip"})}passthrough(){return new ut({...this._def,unknownKeys:"passthrough"})}extend(n){return new ut({...this._def,shape:()=>({...this._def.shape(),...n})})}merge(n){return new ut({unknownKeys:n._def.unknownKeys,catchall:n._def.catchall,shape:()=>({...this._def.shape(),...n._def.shape()}),typeName:ae.ZodObject})}setKey(n,r){return this.augment({[n]:r})}catchall(n){return new ut({...this._def,catchall:n})}pick(n){const r={};return mn(n).forEach(a=>{n[a]&&this.shape[a]&&(r[a]=this.shape[a])}),new ut({...this._def,shape:()=>r})}omit(n){const r={};return mn(this.shape).forEach(a=>{n[a]||(r[a]=this.shape[a])}),new ut({...this._def,shape:()=>r})}deepPartial(){return xa(this)}partial(n){const r={};return mn(this.shape).forEach(a=>{const i=this.shape[a];n&&!n[a]?r[a]=i:r[a]=i.optional()}),new ut({...this._def,shape:()=>r})}required(n){const r={};return mn(this.shape).forEach(a=>{if(n&&!n[a])r[a]=this.shape[a];else{let o=this.shape[a];for(;o instanceof Fn;)o=o._def.innerType;r[a]=o}}),new ut({...this._def,shape:()=>r})}keyof(){return Zw(mn(this.shape))}};let yn=ut;H(yn,"create",(n,r)=>new ut({shape:()=>n,unknownKeys:"strip",catchall:Ln.create(),typeName:ae.ZodObject,...ue(r)})),H(yn,"strictCreate",(n,r)=>new ut({shape:()=>n,unknownKeys:"strict",catchall:Ln.create(),typeName:ae.ZodObject,...ue(r)})),H(yn,"lazycreate",(n,r)=>new ut({shape:n,unknownKeys:"strip",catchall:Ln.create(),typeName:ae.ZodObject,...ue(r)}));const s0=class extends we{_parse(t){const{ctx:n}=this._processInputParams(t),r=this._def.options;function a(i){for(const l of i)if(l.result.status==="valid")return l.result;for(const l of i)if(l.result.status==="dirty")return n.common.issues.push(...l.ctx.common.issues),l.result;const o=i.map(l=>new wr(l.ctx.common.issues));return q(n,{code:B.invalid_union,unionErrors:o}),fe}if(n.common.async)return Promise.all(r.map(async i=>{const o={...n,common:{...n.common,issues:[]},parent:null};return{result:await i._parseAsync({data:n.data,path:n.path,parent:o}),ctx:o}})).then(a);{let i;const o=[];for(const s of r){const u={...n,common:{...n.common,issues:[]},parent:null},c=s._parseSync({data:n.data,path:n.path,parent:u});if(c.status==="valid")return c;c.status==="dirty"&&!i&&(i={result:c,ctx:u}),u.common.issues.length&&o.push(u.common.issues)}if(i)return n.common.issues.push(...i.ctx.common.issues),i.result;const l=o.map(s=>new wr(s));return q(n,{code:B.invalid_union,unionErrors:l}),fe}}get options(){return this._def.options}};let So=s0;H(So,"create",(t,n)=>new s0({options:t,typeName:ae.ZodUnion,...ue(n)}));const _s=e=>e instanceof _o?_s(e.schema):e instanceof In?_s(e.innerType()):e instanceof Co?[e.value]:e instanceof ui?e.options:e instanceof Eo?Object.keys(e.enum):e instanceof ko?_s(e._def.innerType):e instanceof bo?[void 0]:e instanceof xo?[null]:null;class ih extends we{_parse(t){const{ctx:n}=this._processInputParams(t);if(n.parsedType!==X.object)return q(n,{code:B.invalid_type,expected:X.object,received:n.parsedType}),fe;const r=this.discriminator,a=n.data[r],i=this.optionsMap.get(a);return i?n.common.async?i._parseAsync({data:n.data,path:n.path,parent:n}):i._parseSync({data:n.data,path:n.path,parent:n}):(q(n,{code:B.invalid_union_discriminator,options:Array.from(this.optionsMap.keys()),path:[r]}),fe)}get discriminator(){return this._def.discriminator}get options(){return this._def.options}get optionsMap(){return this._def.optionsMap}static create(t,n,r){const a=new Map;for(const i of n){const o=_s(i.shape[t]);if(!o)throw new Error(`A discriminator value for key \`${t}\` could not be extracted from all schema options`);for(const l of o){if(a.has(l))throw new Error(`Discriminator property ${String(t)} has duplicate value ${String(l)}`);a.set(l,i)}}return new ih({typeName:ae.ZodDiscriminatedUnion,discriminator:t,options:n,optionsMap:a,...ue(r)})}}function Ld(e,t){const n=Ir(e),r=Ir(t);if(e===t)return{valid:!0,data:e};if(n===X.object&&r===X.object){const a=mn(t),i=mn(e).filter(l=>a.indexOf(l)!==-1),o={...e,...t};for(const l of i){const s=Ld(e[l],t[l]);if(!s.valid)return{valid:!1};o[l]=s.data}return{valid:!0,data:o}}else if(n===X.array&&r===X.array){if(e.length!==t.length)return{valid:!1};const a=[];for(let i=0;i{if(x1(i)||x1(o))return fe;const l=Ld(i.value,o.value);return l.valid?((S1(i)||S1(o))&&n.dirty(),{status:n.value,value:l.data}):(q(r,{code:B.invalid_intersection_types}),fe)};return r.common.async?Promise.all([this._def.left._parseAsync({data:r.data,path:r.path,parent:r}),this._def.right._parseAsync({data:r.data,path:r.path,parent:r})]).then(([i,o])=>a(i,o)):a(this._def.left._parseSync({data:r.data,path:r.path,parent:r}),this._def.right._parseSync({data:r.data,path:r.path,parent:r}))}};let Cs=u0;H(Cs,"create",(t,n,r)=>new u0({left:t,right:n,typeName:ae.ZodIntersection,...ue(r)}));const Eu=class extends we{_parse(t){const{status:n,ctx:r}=this._processInputParams(t);if(r.parsedType!==X.array)return q(r,{code:B.invalid_type,expected:X.array,received:r.parsedType}),fe;if(r.data.lengththis._def.items.length&&(q(r,{code:B.too_big,maximum:this._def.items.length,inclusive:!0,exact:!1,type:"array"}),n.dirty());const i=[...r.data].map((o,l)=>{const s=this._def.items[l]||this._def.rest;return s?s._parse(new ta(r,o,r.path,l)):null}).filter(o=>!!o);return r.common.async?Promise.all(i).then(o=>ht.mergeArray(n,o)):ht.mergeArray(n,i)}get items(){return this._def.items}rest(t){return new Eu({...this._def,rest:t})}};let si=Eu;H(si,"create",(t,n)=>{if(!Array.isArray(t))throw new Error("You must pass an array of schemas to z.tuple([ ... ])");return new Eu({items:t,typeName:ae.ZodTuple,rest:null,...ue(n)})});class fu extends we{get keySchema(){return this._def.keyType}get valueSchema(){return this._def.valueType}_parse(t){const{status:n,ctx:r}=this._processInputParams(t);if(r.parsedType!==X.object)return q(r,{code:B.invalid_type,expected:X.object,received:r.parsedType}),fe;const a=[],i=this._def.keyType,o=this._def.valueType;for(const l in r.data)a.push({key:i._parse(new ta(r,l,r.path,l)),value:o._parse(new ta(r,r.data[l],r.path,l))});return r.common.async?ht.mergeObjectAsync(n,a):ht.mergeObjectSync(n,a)}get element(){return this._def.valueType}static create(t,n,r){return n instanceof we?new fu({keyType:t,valueType:n,typeName:ae.ZodRecord,...ue(r)}):new fu({keyType:wo.create(),valueType:t,typeName:ae.ZodRecord,...ue(n)})}}const c0=class extends we{get schema(){return this._def.getter()}_parse(t){const{ctx:n}=this._processInputParams(t);return this._def.getter()._parse({data:n.data,path:n.path,parent:n})}};let _o=c0;H(_o,"create",(t,n)=>new c0({getter:t,typeName:ae.ZodLazy,...ue(n)}));const f0=class extends we{_parse(t){if(t.data!==this._def.value){const n=this._getOrReturnCtx(t);return q(n,{received:n.data,code:B.invalid_literal,expected:this._def.value}),fe}return{status:"valid",value:t.data}}get value(){return this._def.value}};let Co=f0;H(Co,"create",(t,n)=>new f0({value:t,typeName:ae.ZodLiteral,...ue(n)}));function Zw(e,t){return new ui({values:e,typeName:ae.ZodEnum,...ue(t)})}const ku=class extends we{_parse(t){if(typeof t.data!="string"){const n=this._getOrReturnCtx(t),r=this._def.values;return q(n,{expected:yo(r),received:n.parsedType,code:B.invalid_type}),fe}if(this._def.values.indexOf(t.data)===-1){const n=this._getOrReturnCtx(t),r=this._def.values;return q(n,{received:n.data,code:B.invalid_enum_value,options:r}),fe}return Vn(t.data)}get options(){return this._def.values}get enum(){const t={};for(const n of this._def.values)t[n]=n;return t}get Values(){const t={};for(const n of this._def.values)t[n]=n;return t}get Enum(){const t={};for(const n of this._def.values)t[n]=n;return t}extract(t){return ku.create(t)}exclude(t){return ku.create(this.options.filter(n=>!t.includes(n)))}};let ui=ku;H(ui,"create",Zw);const d0=class extends we{_parse(t){const n=z7(this._def.values),r=this._getOrReturnCtx(t);if(r.parsedType!==X.string&&r.parsedType!==X.number){const a=Md(n);return q(r,{expected:yo(a),received:r.parsedType,code:B.invalid_type}),fe}if(n.indexOf(t.data)===-1){const a=Md(n);return q(r,{received:r.data,code:B.invalid_enum_value,options:a}),fe}return Vn(t.data)}get enum(){return this._def.values}};let Eo=d0;H(Eo,"create",(t,n)=>new d0({values:t,typeName:ae.ZodNativeEnum,...ue(n)}));const p0=class extends we{unwrap(){return this._def.type}_parse(t){const{ctx:n}=this._processInputParams(t);if(n.parsedType!==X.promise&&n.common.async===!1)return q(n,{code:B.invalid_type,expected:X.promise,received:n.parsedType}),fe;const r=n.parsedType===X.promise?n.data:Promise.resolve(n.data);return Vn(r.then(a=>this._def.type.parseAsync(a,{path:n.path,errorMap:n.common.contextualErrorMap})))}};let Es=p0;H(Es,"create",(t,n)=>new p0({type:t,typeName:ae.ZodPromise,...ue(n)}));const Tu=class extends we{innerType(){return this._def.schema}sourceType(){return this._def.schema._def.typeName===ae.ZodEffects?this._def.schema.sourceType():this._def.schema}_parse(t){const{status:n,ctx:r}=this._processInputParams(t),a=this._def.effect||null;if(a.type==="preprocess"){const o=a.transform(r.data);return r.common.async?Promise.resolve(o).then(l=>this._def.schema._parseAsync({data:l,path:r.path,parent:r})):this._def.schema._parseSync({data:o,path:r.path,parent:r})}const i={addIssue:o=>{q(r,o),o.fatal?n.abort():n.dirty()},get path(){return r.path}};if(i.addIssue=i.addIssue.bind(i),a.type==="refinement"){const o=l=>{const s=a.refinement(l,i);if(r.common.async)return Promise.resolve(s);if(s instanceof Promise)throw new Error("Async refinement encountered during synchronous parse operation. Use .parseAsync instead.");return l};if(r.common.async===!1){const l=this._def.schema._parseSync({data:r.data,path:r.path,parent:r});return l.status==="aborted"?fe:(l.status==="dirty"&&n.dirty(),o(l.value),{status:n.value,value:l.value})}else return this._def.schema._parseAsync({data:r.data,path:r.path,parent:r}).then(l=>l.status==="aborted"?fe:(l.status==="dirty"&&n.dirty(),o(l.value).then(()=>({status:n.value,value:l.value}))))}if(a.type==="transform")if(r.common.async===!1){const o=this._def.schema._parseSync({data:r.data,path:r.path,parent:r});if(!Rd(o))return o;const l=a.transform(o.value,i);if(l instanceof Promise)throw new Error("Asynchronous transform encountered during synchronous parse operation. Use .parseAsync instead.");return{status:n.value,value:l}}else return this._def.schema._parseAsync({data:r.data,path:r.path,parent:r}).then(o=>Rd(o)?Promise.resolve(a.transform(o.value,i)).then(l=>({status:n.value,value:l})):o);ea()}};let In=Tu;H(In,"create",(t,n,r)=>new Tu({schema:t,typeName:ae.ZodEffects,effect:n,...ue(r)})),H(In,"createWithPreprocess",(t,n,r)=>new Tu({schema:n,effect:{type:"preprocess",transform:t},typeName:ae.ZodEffects,...ue(r)}));const h0=class extends we{_parse(t){return this._getType(t)===X.undefined?Vn(void 0):this._def.innerType._parse(t)}unwrap(){return this._def.innerType}};let Fn=h0;H(Fn,"create",(t,n)=>new h0({innerType:t,typeName:ae.ZodOptional,...ue(n)}));const g0=class extends we{_parse(t){return this._getType(t)===X.null?Vn(null):this._def.innerType._parse(t)}unwrap(){return this._def.innerType}};let Yr=g0;H(Yr,"create",(t,n)=>new g0({innerType:t,typeName:ae.ZodNullable,...ue(n)}));const m0=class extends we{_parse(t){const{ctx:n}=this._processInputParams(t);let r=n.data;return n.parsedType===X.undefined&&(r=this._def.defaultValue()),this._def.innerType._parse({data:r,path:n.path,parent:n})}removeDefault(){return this._def.innerType}};let ko=m0;H(ko,"create",(t,n)=>new m0({innerType:t,typeName:ae.ZodDefault,defaultValue:typeof n.default=="function"?n.default:()=>n.default,...ue(n)}));const v0=class extends we{_parse(t){const{ctx:n}=this._processInputParams(t),r={...n,common:{...n.common,issues:[]}},a=this._def.innerType._parse({data:r.data,path:r.path,parent:{...r}});return Ad(a)?a.then(i=>({status:"valid",value:i.status==="valid"?i.value:this._def.catchValue({get error(){return new wr(r.common.issues)},input:r.data})})):{status:"valid",value:a.status==="valid"?a.value:this._def.catchValue({get error(){return new wr(r.common.issues)},input:r.data})}}removeCatch(){return this._def.innerType}};let ks=v0;H(ks,"create",(t,n)=>new v0({innerType:t,typeName:ae.ZodCatch,catchValue:typeof n.catch=="function"?n.catch:()=>n.catch,...ue(n)}));class r9 extends we{_parse(t){const{ctx:n}=this._processInputParams(t),r=n.data;return this._def.type._parse({data:r,path:n.path,parent:n})}unwrap(){return this._def.type}}class oh extends we{_parse(t){const{status:n,ctx:r}=this._processInputParams(t);if(r.common.async)return(async()=>{const i=await this._def.in._parseAsync({data:r.data,path:r.path,parent:r});return i.status==="aborted"?fe:i.status==="dirty"?(n.dirty(),V7(i.value)):this._def.out._parseAsync({data:i.value,path:r.path,parent:r})})();{const a=this._def.in._parseSync({data:r.data,path:r.path,parent:r});return a.status==="aborted"?fe:a.status==="dirty"?(n.dirty(),{status:"dirty",value:a.value}):this._def.out._parseSync({data:a.value,path:r.path,parent:r})}}static create(t,n){return new oh({in:t,out:n,typeName:ae.ZodPipeline})}}yn.lazycreate;var ae;(function(e){e.ZodString="ZodString",e.ZodNumber="ZodNumber",e.ZodNaN="ZodNaN",e.ZodBigInt="ZodBigInt",e.ZodBoolean="ZodBoolean",e.ZodDate="ZodDate",e.ZodSymbol="ZodSymbol",e.ZodUndefined="ZodUndefined",e.ZodNull="ZodNull",e.ZodAny="ZodAny",e.ZodUnknown="ZodUnknown",e.ZodNever="ZodNever",e.ZodVoid="ZodVoid",e.ZodArray="ZodArray",e.ZodObject="ZodObject",e.ZodUnion="ZodUnion",e.ZodDiscriminatedUnion="ZodDiscriminatedUnion",e.ZodIntersection="ZodIntersection",e.ZodTuple="ZodTuple",e.ZodRecord="ZodRecord",e.ZodMap="ZodMap",e.ZodSet="ZodSet",e.ZodFunction="ZodFunction",e.ZodLazy="ZodLazy",e.ZodLiteral="ZodLiteral",e.ZodEnum="ZodEnum",e.ZodEffects="ZodEffects",e.ZodNativeEnum="ZodNativeEnum",e.ZodOptional="ZodOptional",e.ZodNullable="ZodNullable",e.ZodDefault="ZodDefault",e.ZodCatch="ZodCatch",e.ZodPromise="ZodPromise",e.ZodBranded="ZodBranded",e.ZodPipeline="ZodPipeline"})(ae=ae||(ae={}));const ne=wo.create,je=ys.create,a9=ws.create,wn=bs.create,i9=xs.create;bo.create;const 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p=document.createEvent("MouseEvents");p.initMouseEvent("mouseup",!0,!0,window,0,0,0,0,0,!1,!1,!1,!1,0,null),r.handleDragStop(p)}return}r.setState({lastX:u,lastY:c})}}),Bt(it(r),"handleDragStop",function(l){if(r.state.dragging){var s=(0,Kn.getControlPosition)(l,r.state.touchIdentifier,it(r));if(s!=null){var u=s.x,c=s.y;if(Array.isArray(r.props.grid)){var f=u-r.state.lastX||0,d=c-r.state.lastY||0,v=(0,Kn.snapToGrid)(r.props.grid,f,d),y=T1(v,2);f=y[0],d=y[1],u=r.state.lastX+f,c=r.state.lastY+d}var b=(0,Kn.createCoreData)(it(r),u,c),x=r.props.onStop(l,b);if(x===!1||r.mounted===!1)return!1;var p=r.findDOMNode();p&&r.props.enableUserSelectHack&&(0,rt.removeUserSelectStyles)(p.ownerDocument),(0,qi.default)("DraggableCore: handleDragStop: %j",b),r.setState({dragging:!1,lastX:NaN,lastY:NaN}),p&&((0,qi.default)("DraggableCore: Removing 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i=a.ownerDocument;(0,rt.removeEvent)(i,Kt.mouse.move,this.handleDrag),(0,rt.removeEvent)(i,Kt.touch.move,this.handleDrag),(0,rt.removeEvent)(i,Kt.mouse.stop,this.handleDragStop),(0,rt.removeEvent)(i,Kt.touch.stop,this.handleDragStop),(0,rt.removeEvent)(a,Kt.touch.start,this.onTouchStart,{passive:!1}),this.props.enableUserSelectHack&&(0,rt.removeUserSelectStyles)(i)}}},{key:"findDOMNode",value:function(){var a,i,o;return(a=this.props)!==null&&a!==void 0&&a.nodeRef?(i=this.props)===null||i===void 0||(o=i.nodeRef)===null||o===void 0?void 0:o.current:w8.default.findDOMNode(this)}},{key:"render",value:function(){return af.cloneElement(af.Children.only(this.props.children),{onMouseDown:this.onMouseDown,onMouseUp:this.onMouseUp,onTouchEnd:this.onTouchEnd})}}]),n}(af.Component);ec.default=nc;Bt(nc,"displayName","DraggableCore");Bt(nc,"propTypes",{allowAnyClick:Tt.default.bool,disabled:Tt.default.bool,enableUserSelectHack:Tt.default.bool,offsetParent:function(t,n){if(t[n]&&t[n].nodeType!==1)throw new Error("Draggable's offsetParent must be a DOM Node.")},grid:Tt.default.arrayOf(Tt.default.number),handle:Tt.default.string,cancel:Tt.default.string,nodeRef:Tt.default.object,onStart:Tt.default.func,onDrag:Tt.default.func,onStop:Tt.default.func,onMouseDown:Tt.default.func,scale:Tt.default.number,className:of.dontSetMe,style:of.dontSetMe,transform:of.dontSetMe});Bt(nc,"defaultProps",{allowAnyClick:!1,disabled:!1,enableUserSelectHack:!0,onStart:function(){},onDrag:function(){},onStop:function(){},onMouseDown:function(){},scale:1});(function(e){function t(_){"@babel/helpers - typeof";return t=typeof 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N=Object.setPrototypeOf?Object.getPrototypeOf:function(L){return L.__proto__||Object.getPrototypeOf(L)},N(_)}function F(_,M,L){return M in _?Object.defineProperty(_,M,{value:L,enumerable:!0,configurable:!0,writable:!0}):_[M]=L,_}var K=function(_){se(L,_);var M=W(L);function L(O){var D;return U(this,L),D=M.call(this,O),F(G(D),"onDragStart",function(Y,J){(0,c.default)("Draggable: onDragStart: %j",J);var de=D.props.onStart(Y,(0,l.createDraggableData)(G(D),J));if(de===!1)return!1;D.setState({dragging:!0,dragged:!0})}),F(G(D),"onDrag",function(Y,J){if(!D.state.dragging)return!1;(0,c.default)("Draggable: onDrag: %j",J);var de=(0,l.createDraggableData)(G(D),J),ie={x:de.x,y:de.y};if(D.props.bounds){var cn=ie.x,ma=ie.y;ie.x+=D.state.slackX,ie.y+=D.state.slackY;var va=(0,l.getBoundPosition)(G(D),ie.x,ie.y),Pr=S(va,2),_c=Pr[0],_l=Pr[1];ie.x=_c,ie.y=_l,ie.slackX=D.state.slackX+(cn-ie.x),ie.slackY=D.state.slackY+(ma-ie.y),de.x=ie.x,de.y=ie.y,de.deltaX=ie.x-D.state.x,de.deltaY=ie.y-D.state.y}var Cl=D.props.onDrag(Y,de);if(Cl===!1)return!1;D.setState(ie)}),F(G(D),"onDragStop",function(Y,J){if(!D.state.dragging)return!1;var de=D.props.onStop(Y,(0,l.createDraggableData)(G(D),J));if(de===!1)return!1;(0,c.default)("Draggable: onDragStop: %j",J);var ie={dragging:!1,slackX:0,slackY:0},cn=!!D.props.position;if(cn){var ma=D.props.position,va=ma.x,Pr=ma.y;ie.x=va,ie.y=Pr}D.setState(ie)}),D.state={dragging:!1,dragged:!1,x:O.position?O.position.x:O.defaultPosition.x,y:O.position?O.position.y:O.defaultPosition.y,prevPropsPosition:w({},O.position),slackX:0,slackY:0,isElementSVG:!1},O.position&&!(O.onDrag||O.onStop)&&console.warn("A `position` was applied to this , without drag handlers. 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_c=x(Y,f),_l={},Cl=null,Lx=!!va,y0=!Lx||this.state.dragging,w0=va||de,b0={x:(0,l.canDragX)(this)&&y0?this.state.x:w0.x,y:(0,l.canDragY)(this)&&y0?this.state.y:w0.y};this.state.isElementSVG?Cl=(0,o.createSVGTransform)(b0,Pr):_l=(0,o.createCSSTransform)(b0,Pr);var Nx=(0,i.default)(J.props.className||"",ie,(D={},F(D,cn,this.state.dragging),F(D,ma,this.state.dragged),D));return n.createElement(u.default,b({},_c,{onStart:this.onDragStart,onDrag:this.onDrag,onStop:this.onDragStop}),n.cloneElement(n.Children.only(J),{className:Nx,style:w(w({},J.props.style),_l),transform:Cl}))}}],[{key:"getDerivedStateFromProps",value:function(D,Y){var J=D.position,de=Y.prevPropsPosition;return J&&(!de||J.x!==de.x||J.y!==de.y)?((0,c.default)("Draggable: getDerivedStateFromProps 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gb=ib,mb=gb.default,M8=gb.DraggableCore;Ju.exports=mb;Ju.exports.default=mb;Ju.exports.DraggableCore=M8;var R8=Ju.exports;const A8=ra(R8),P1=e=>{const{streamKey:t,servers:n,draggable:r,onClick:a,className:i}=e,[o,l]=k.useState(0),s=async()=>{const v=await Gt.webrtcRequest(t);if(v.result==="not found")throw new Error("Stream not found!");return v.data},u=()=>{l(Date.now())},c=()=>{Date.now()-o<100&&a()},d=m("div",{className:i,children:m(Ww,{streamKey:t,requestSdp:s,submitSdp:(v,y)=>Gt.webrtcSignal(v,y),servers:n,streamEnabled:!0,videoStreamRendererFactory:I9})});return r&&a?m(A8,{onStart:u,onStop:c,bounds:"parent",children:d}):d};var vb={},rc={},pl={};(function(e){Object.defineProperty(e,"__esModule",{value:!0}),e.JoystickShape=void 0,function(t){t.Circle="circle",t.Square="square",t.AxisY="axisY",t.AxisX="axisX"}(e.JoystickShape||(e.JoystickShape={}))})(pl);var ac={};Object.defineProperty(ac,"__esModule",{value:!0});ac.shapeFactory=void 0;var M1=pl,L8=function(e,t){switch(e){case 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    + + + diff --git a/Working with RAE/RAE Default App/logs/app.log b/Working with RAE/RAE Default App/logs/app.log new file mode 100644 index 0000000..e69de29 diff --git a/Working with RAE/RAE Default App/robotapp.toml b/Working with RAE/RAE Default App/robotapp.toml new file mode 100644 index 0000000..b0c7a6d --- /dev/null +++ b/Working with RAE/RAE Default App/robotapp.toml @@ -0,0 +1,19 @@ +config_version = "2.0" +configuration = [] + +[info] +name = "RAE Default Application" +description = "RAE Default Application" + +[runtime] +application = "src/follow_me.py#Application" +workdir = "/app" +pre_launch = "export ROS_DOMAIN_ID=30\n. /opt/ros/$ROS_DISTRO/setup.sh\n. /ws/install/setup.sh && export LD_LIBRARY_PATH=/usr/local/lib/python3.10/dist-packages${LD_LIBRARY_PATH:+:$LD_LIBRARY_PATH}" +permissions = ["rae-peripherals"] + +[runtime.frontend] +redirectToIndex = true + +[runtime.runs_on] +type = "image" +name = "luxonis/rae-ros-robot:dai_ros_py_sound" diff --git a/Working with RAE/RAE Default App/src/__init__.py b/Working with RAE/RAE Default App/src/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/Working with RAE/RAE Default App/src/api/__init__.py b/Working with RAE/RAE Default App/src/api/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/Working with RAE/RAE Default App/src/api/performance.py b/Working with RAE/RAE Default App/src/api/performance.py new file mode 100644 index 0000000..6cf95eb --- /dev/null +++ b/Working with RAE/RAE Default App/src/api/performance.py @@ -0,0 +1,127 @@ +import logging as log +import logging +import tracemalloc +from collections import defaultdict +from time import perf_counter +from typing import Any, Callable + + +def measure_performance(func: Callable[..., Any]) -> Callable[..., Any]: + def wrapper(*args: Any, **kwargs: Any) -> Any: + start_time = perf_counter() + value = func(*args, **kwargs) + end_time = perf_counter() + run_time = end_time - start_time + print(f"Execution of {func.__name__} took {run_time:.5f} seconds,") + return value + + return wrapper + + +def default_value_10_000_000() -> float: + return 10_000_000. + + +# lock = Lock() +list_of_durations = defaultdict(list) +maximum_duration: dict[Any, float] = defaultdict(float) +minimum_duration: dict[Any, float] = defaultdict(default_value_10_000_000) +last_report_at: dict[Any, float] = defaultdict(float) +# maximum_duration = 0 # in seconds +# minimum_duration = 10_000_000 # in seconds +# last_report_at = perf_counter() + + +def measure_average_performance(func: Callable[..., Any]) -> Callable[..., Any]: + """Report once every 5 minutes what the averages function duration is and what the max and min durations are.""" + + def wrapper(*args: Any, **kwargs: Any) -> Any: + global maximum_duration, minimum_duration, last_report_at + start_time = perf_counter() + value = func(*args, **kwargs) + end_time = perf_counter() + try: + run_time = end_time - start_time + if run_time > maximum_duration[func]: + maximum_duration[func] = run_time + if run_time < minimum_duration[func]: + minimum_duration[func] = run_time + list_of_durations[func].append(run_time) + list_of_durations[func].append(run_time) + + now = perf_counter() + if now - last_report_at[func] > 1 * 60 * 5 and list_of_durations[func]: + average_duration = sum(list_of_durations[func]) / len(list_of_durations[func]) + log.info("*" * 30) + log.info(f"Performance stats for {func.__name__}:") + log.info(f"Avarage duration: {average_duration * 1000} ms, Maximum duration: {maximum_duration[func] * 1000} ms, Minimal duration: {minimum_duration[func] * 1000} ms") + log.info("*" * 30) + list_of_durations[func].clear() + maximum_duration[func], minimum_duration[func] = 0, 10_000_000 + last_report_at[func] = perf_counter() + except Exception: + pass + return value + + return wrapper + + +last_call_at = perf_counter() +last_report_call_frequency_at = perf_counter() +call_frequency_memory = defaultdict(list) + + +def measure_call_frequency(func: Callable[..., Any]) -> Callable[..., Any]: + """Measure how often a given function is called.""" + + def wrapper(*args: Any, **kwargs: Any) -> Any: + global call_frequency_memory, last_call_at, last_report_call_frequency_at + start_time = perf_counter() + # time from last call + time_from_last_call = start_time - last_call_at + last_call_at = start_time + call_frequency_memory[func].append(time_from_last_call) + if start_time - last_report_call_frequency_at > 1 * 60 * 1 and call_frequency_memory[func]: + average_call_time = sum(call_frequency_memory[func]) / len(call_frequency_memory[func]) + maximal_call_time = max(call_frequency_memory[func]) + print("*" * 50) + print(f"Calls per second stats for {func.__name__}:") + print(f"Average calls per second (CPS): {1 / average_call_time}, Minimal CPS: {1 / maximal_call_time}") + print("*" * 50) + call_frequency_memory[func].clear() + last_report_call_frequency_at = start_time + + value = func(*args, **kwargs) + return value + + return wrapper + + +def with_sql_exception_handling(func: Callable[..., Any]) -> Callable[..., Any]: + """Try sql operation command, catch exception and finally close the cursor and the connection.""" + def wrapper(*args, **kwargs): + try: + result = func(*args, **kwargs) + return result + except Exception as e: + log.critical(f"Couldn't perform sql operation: {repr(e)}") + return None + + return wrapper + + +def trace_memory(func: Callable[..., Any]) -> Callable[..., Any]: + """Trace RAM usage.""" + def wrapper(*args: Any, **kwargs: Any) -> Any: + tracemalloc.start() + value = func(*args, **kwargs) + snapshot = tracemalloc.take_snapshot() + top_stats = snapshot.statistics('lineno') + log.info("*" * 50) + log.info(f"TOP 10 RAM usage for {func.__name__}:") + for stat in top_stats[:10]: + log.info(stat) + log.info("*" * 50) + return value + + return wrapper diff --git a/Working with RAE/RAE Default App/src/api/ros/__init__.py b/Working with RAE/RAE Default App/src/api/ros/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/Working with RAE/RAE Default App/src/api/ros/ros2_manager.py b/Working with RAE/RAE Default App/src/api/ros/ros2_manager.py new file mode 100644 index 0000000..6383b68 --- /dev/null +++ b/Working with RAE/RAE Default App/src/api/ros/ros2_manager.py @@ -0,0 +1,198 @@ +import logging as log +import os +import threading +import rclpy +import time +import math +import subprocess +from time import sleep +import signal + +from typing import Any, Callable, Dict, Type +from rclpy.executors import Executor, MultiThreadedExecutor, SingleThreadedExecutor +from rclpy.publisher import Publisher +from rclpy.subscription import Subscription +from rclpy.client import Client +from rclpy.timer import Timer + + +QOS_PROFILE = 10 +ROS2_NAMESPACE = '/rae' + + +class ROS2Manager: + """ + A class that manages ROS2 functionalities for a robot or a system. It includes initializing ROS2 context, + creating and managing nodes, publishers, and subscribers. It also handles the startup and shutdown processes + for ROS2. + + Attributes: + ros_proc: Process for running ROS2 hardware-related commands. + _name (str): Name of the ROS2 node. + _context (rclpy.context.Context | None): The ROS2 context. + _node (rclpy.node.Node | None): The ROS2 node. + _publishers (dict[str, Publisher]): Dictionary of ROS2 publishers. + _subscribers (dict[str, Subscription]): Dictionary of ROS2 subscribers. + + Methods: + get_node(): Returns the current ROS2 node. + start_hardware_process(): Starts the hardware process for ROS2. + start(): Initializes and starts the ROS2 node and executor. + stop_ros_process(): Stops the ROS2 hardware process. + stop(): Shuts down the ROS2 node and context. + create_publisher(topic_name, msg_type, qos_profile): Creates a publisher for a given topic. + publish(topic_name, msg): Publishes a message on a given topic. + create_subscriber(topic_name, msg_type, callback, qos_profile): Creates a subscriber for a given topic. + """ + def __init__(self, name: str) -> None: + """ + Initializes the ROS2Manager instance. + + Args: + name (str): The name of the ROS2 node. + """ + + self.ros_proc = None + self._name = name + self._context: rclpy.context.Context | None = None + self._node: rclpy.node.Node | None = None + self._publishers: dict[str, Publisher] = {} + self._subscribers: dict[str, Subscription] = {} + self._service_clients: dict[str, Client] = {} + self._timers: dict[str, Timer] = {} + + def get_node(self): + return self._node + + def start_hardware_process(self): + """ + Starts RAE hardware drivers in a separate process. + """ + env = dict(os.environ) + self.ros_proc = subprocess.Popen( + "bash -c 'chmod +x /app/start_ros.sh ; /app/start_ros.sh'", shell=True, env=env, preexec_fn=os.setsid + ) + + def start(self) -> None: + """ + Runs RAE hardware drivers process.Initializes and starts the ROS2 node and executor. It sets up the ROS2 context and starts the ROS2 spin. + """ + self.start_hardware_process() + sleep(2) + self._context = rclpy.Context() + self._context.init() + log.info("ROS2 context initialized.") + + self._node = rclpy.create_node(self._name, context=self._context, namespace=ROS2_NAMESPACE) + log.info(f"Created ROS2 node with name: {self._name}...") + self._executor = SingleThreadedExecutor(context=self._context) + self._executor.add_node(self._node) + self._executor_thread = threading.Thread(target=self._spin) + self._executor_thread.start() + log.info(f"Node started!") + + def _spin(self): + log.info("rlcpy thread> Start") + try: + self._executor.spin() + except Exception as e: + log.info("rlcpy thread> failed") + log.error(e) + log.info("rlcpy thread> Done") + + def stop_ros_process(self): + """ + Stops the ROS2 hardware process by terminating the related subprocess. + """ + + if self.ros_proc is not None: + pgid = os.getpgid(self.ros_proc.pid) + os.killpg(pgid, signal.SIGTERM) + + def stop(self) -> None: + """ + Shuts down RAE drivers, ROS2 node and context. This includes stopping the executor, destroying publishers and subscribers, + and shutting down the ROS2 context. + """ + self.stop_ros_process() + if not self._context: + log.info("ROS2 context is already stopped") + return + + if self._executor_thread: + self._executor.shutdown() + self._executor_thread.join() + self._executor_thread = None + + if self._node: + log.info("Destroying ROS2 node...") + self._destroy_publishers_and_subscribers() + self._node.destroy_node() + self._node = None + + if self._context: + log.info("Shutting down ROS2 context...") + self._context.try_shutdown() + self._context.destroy() + self._context = None + + def _destroy_publishers_and_subscribers(self): + for topic_name, publisher in self._publishers.items(): + log.info(f"Destroying {topic_name} publisher...") + self._node.destroy_publisher(publisher) + + for topic_name, subscriber in self._subscribers.items(): + log.info(f"Destroying {topic_name} subscriber...") + self._node.destroy_subscription(subscriber) + + self._publishers.clear() + self._subscribers.clear() + + def create_publisher(self, topic_name: str, msg_type:Any, qos_profile: int = QOS_PROFILE) -> None: + if topic_name not in self._publishers: + if msg_type is not None: + log.info(f"Creating {topic_name} publisher") + self._publishers[topic_name] = self._node.create_publisher(msg_type, topic_name, qos_profile) + else: + log.warning(f"Unknown message type '{msg_typer}'") + + def create_service_client(self, srv_name: str, srv_type: Any) -> None: + if srv_name not in self._service_clients: + if srv_type is not None: + log.info(f"Creating {srv_name} service client") + self._service_clients[srv_name] = self._node.create_client(srv_type, srv_name) + else: + log.warning(f"Unknown service type '{srv_type}") + def call_async_srv(self, srv_name: str, req: Any) -> None: + log.info(f"Calling service {srv_name}") + future = self._service_clients[srv_name].call_async(req) + return future.result() + + def publish(self, topic_name: str, msg: Any) -> None: + if topic_name in self._publishers: + publisher = self._publishers[topic_name] + publisher.publish(msg) + else: + log.warning(f"No publisher found for topic '{topic_name}'") + + def create_subscriber(self, topic_name: str, msg_type: Any, callback=None, qos_profile: int = QOS_PROFILE) -> None: + if topic_name not in self._subscribers: + if msg_type is not None: + if callback is None: + callback = self._default_callback + + log.info(f"Creating {topic_name} subscriber") + self._subscribers[topic_name] = self._node.create_subscription(msg_type, topic_name, callback, qos_profile) + else: + log.warning(f"Unknown message type '{msg_type_str}'") + + def _default_callback(self, msg) -> None: + log.info(f"[Default callback] Received message: {msg}") + + def create_timer(self, timer_name, period, callback) -> None: + if timer_name not in self._timers: + if callback is not None: + log.info(f"Creating {timer_name} timer") + self._timers[timer_name] = self._node.create_timer(period, callback) + else: + log.error(f"No callback function given for timer {timer_name}") diff --git a/Working with RAE/RAE Default App/src/follow_me.py b/Working with RAE/RAE Default App/src/follow_me.py new file mode 100644 index 0000000..ff63ba6 --- /dev/null +++ b/Working with RAE/RAE Default App/src/follow_me.py @@ -0,0 +1,248 @@ +from time import sleep +from dataclasses import dataclass, field +from enum import Enum +from typing import Optional, List, Tuple +from datetime import datetime, timedelta + +import robothub +import time +import depthai as dai +import os +import signal + +from src.robot.robot import Robot +from src.robot.perception.camera import Camera +from src.robot.perception.detections import Detections, labelMap, create_detection_metadata +from src.robot.perception.pipeline import build_pipeline +from src.api.performance import measure_call_frequency +from src.utilities.logging import Log + +EXPECTED_TARGET_WIDTH = 0.4 +WAIT_BEFORE_STARTING_TO_ROTATE = timedelta(seconds=2) +FOLLOWED_OBJECT_TYPES = [labelMap.index("person")] +RESOLUTION_WIDTH = 1280 +RESOLUTION_HEIGHT = 800 +FRONT_STREAM_NAME = "stream_front" +REAR_STREAM_NAME = "stream_back" +STREAM_NAMES = [FRONT_STREAM_NAME, REAR_STREAM_NAME] +OTHER_DIRECTIONS = {FRONT_STREAM_NAME: REAR_STREAM_NAME, + REAR_STREAM_NAME: FRONT_STREAM_NAME} + + +class AppMode(Enum): + manual = "manual" + follow_me = "follow_me" + + +class Application(robothub.RobotHubApplication): + def __init__(self): + super().__init__() + self.logger = Log() + self.robot = Robot(self.logger) + self.camera = Camera(self.logger) + self.available_apps = [] + self.robot_status = None + self.latest_detections = { + FRONT_STREAM_NAME: Detections(), REAR_STREAM_NAME: Detections()} + self.mode = AppMode.manual + self.folow_me_direction = None + self.last_detection_timestamp = datetime.now() + + def on_start(self): + if not robothub.DEVICES: + self.logger.error( + "The default app requires an assigned device to run. " + "Please go to RobotHub, navigate to the app's page, " + "click the \"Reassign devices\" button and select a device." + ) + self._stop(1) + + self.logger.info("Starting the app...") + + self.logger.info("Starting Robot") + self.robot.start() + sleep(2) + self.logger.info("Starting robothub communicator...") + self.init_robothub_communicator() + sleep(2) + self.logger.info("Starting streams...") + self.init_streams() + + + def on_stop(self): + self.logger.info("Stopping the app...") + self.robot.stop() + self.camera.stop() + + def init_robothub_communicator(self): + robothub.COMMUNICATOR.on_frontend( + notification=self.on_fe_notification, request=self.on_fe_request) + + def init_streams(self): + pipeline = build_pipeline( + dai.CameraBoardSocket.CAM_B, FRONT_STREAM_NAME, dai.CameraBoardSocket.CAM_D, REAR_STREAM_NAME + ) + self.camera.add_imu_ros_stream("imu") + for stream_name in STREAM_NAMES: + self.camera.add_rh_stream(stream_name) + self.camera.add_ros_stream(stream_name) + + self.camera.start_pipeline(pipeline) + for stream_name in STREAM_NAMES: + self.camera.add_queue(f"{stream_name}", self.stream_callback_rh) + self.camera.add_queue( + f"{stream_name}_mjpeg", self.stream_callback_ros) + self.camera.add_queue(f"{stream_name}_nn", + self.control_callback_front) + self.camera.add_queue("imu", self.stream_callback_imu) + + def stream_callback_rh(self, name: str, msg: dai.ImgFrame): + detections = self.latest_detections[name] + metadata = create_detection_metadata( + detections, RESOLUTION_WIDTH, RESOLUTION_HEIGHT) + color_frame = msg.getFrame() + timestamp = int(time.time() * 1_000) + self.camera.publish_rh(name, color_frame, timestamp, metadata) + + def stream_callback_ros(self, name: str, msg: dai.ImgFrame): + self.camera.publish_ros(name, msg) + + def stream_callback_imu(self, name: str, msg: dai.IMUData): + self.camera.publish_ros(name, msg) + + def on_fe_notification(self, session_id, unique_key, payload): + if unique_key == "cmd_vel" and self.mode == AppMode.manual: + self.robot.move(payload['linear'], payload['angular']) + elif unique_key == "app_install": + print("Received notification to app installation") + elif unique_key == "rae_control_horn": + self.robot.play_random_sfx() + else: + self.logger.info(f"Unique key: {unique_key}, payload: {payload}") + + def on_fe_request(self, session_id, unique_key, payload): + if unique_key == "apps_get_list": + return self.available_apps + elif unique_key == "robot_status": + print("Received notification to load robot status") + if self.robot.get_battery() is None: + return None + return { + "downloadSpeed": None, + "diskTotal": None, + "diskUsage": None, + "batteryCapacity": self.robot.get_battery().capacity, + "mappingPaused": False, + "mappingRunning": False, + } + elif unique_key == "rae_control_leds": + self.robot.set_leds(payload) + elif unique_key == "rae_control_lcd": + self.robot.display_face(payload) + elif unique_key == "change_mode": + self.last_detection_timestamp = datetime.now() + self.folow_me_direction = None + try: + self.mode = AppMode[payload.get("mode")] + self.logger.info(f'Robot mode set to "{self.mode.value}"') + except KeyError: + self.logger.error( + f"Unexpected mode \"{payload.get('mode')}\" was requested, ignoring") + else: + self.logger.info(f"Unique key: {unique_key}, payload: {payload}") + + def store_available_apps(self, data): + self.available_apps = data["body"]["availableApps"] + print(self.available_apps) + + def load_robot_info(self, data): + self.robot_status = data["body"] + print(self.robot_status) + + @measure_call_frequency + def control_callback_front(self, name, msg): + self.control_callback(name, msg) + + def control_callback_rear(self, name, msg): + self.control_callback(name, msg) + + def control_callback(self, name, msg: dai.ImgDetections): + direction = name[:-3] + latest_detections = pick_detection(msg.detections) + self.latest_detections[direction] = latest_detections + if self.mode == AppMode.follow_me: + self.navigate_follow_me(direction) + + def navigate_follow_me(self, detection_direction: str): + current_detections = self.latest_detections[detection_direction] + + if not self.folow_me_direction and current_detections.target: + self.logger.info( + f'Spotted target in direction "{detection_direction}", following') + self.folow_me_direction = detection_direction + + if self.folow_me_direction == detection_direction and not current_detections.target: + other_detections = self.latest_detections[detection_direction] + if other_detections.target: + self.logger.info( + f'Lost target in direction "{self.folow_me_direction}", following in opposite direction') + self.folow_me_direction = other_detections(detection_direction) + else: + self.logger.info( + f'Lost target in direction "{self.folow_me_direction}", searching for new target') + self.folow_me_direction = None + self.last_detection_timestamp = datetime.now() + + velocity = None + if not self.folow_me_direction: + velocity = self.get_search_velocity() + + if self.folow_me_direction == detection_direction and current_detections.target: + velocity = self.get_velocity_to_target( + current_detections.target, self.folow_me_direction) + + if velocity: + angular_velocity, linear_velocity = velocity + self.robot.move(linear_velocity, angular_velocity) + + def get_search_velocity(self) -> Tuple[float, float]: + linear_velocity = 0 + angular_velocity = 0 + if datetime.now() > self.last_detection_timestamp + WAIT_BEFORE_STARTING_TO_ROTATE: + linear_velocity = 0 + angular_velocity = 1.5 + return angular_velocity, linear_velocity + + @staticmethod + def get_velocity_to_target(target_detection: dai.ImgDetection, direction: str) -> Tuple[float, float]: + multiplier = 1 if direction == FRONT_STREAM_NAME else -1 + detection_xcenter = (target_detection.xmax + target_detection.xmin) / 2 + detection_center_distance = 0.5 - detection_xcenter + angular_velocity = detection_center_distance * \ + abs(detection_center_distance) * 50 + detection_width = target_detection.xmax - target_detection.xmin + detection_width_difference = EXPECTED_TARGET_WIDTH - detection_width + linear_velocity = multiplier * detection_width_difference * \ + abs(detection_width_difference) * 50 + return angular_velocity, linear_velocity + + +def other_direction(direction: str) -> Optional[str]: + return OTHER_DIRECTIONS.get(direction) + + +def pick_detection(detections: List[dai.ImgDetection]) -> Detections: + closest_detection = None + closest_detection_size = -1 + other_detections = [] + for detection in detections: + detection_size = detection.xmax - detection.xmin + if detection.label in FOLLOWED_OBJECT_TYPES: + if detection_size > closest_detection_size: + other_detections.append(closest_detection) + closest_detection = detection + closest_detection_size = detection_size + else: + other_detections.append(detection) + + return Detections(other=[detection for detection in other_detections if detection], target=closest_detection) diff 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z%mqW#7#EC?ovv>1gQz&G#a&V|9K%qUxKW}spa=ZZf|STvpA8)m?n`3zD@x%rvj#s= zQn^d+37*$8377+ezvvGuwNTyP^@J1`(ysAOgkTp>^h`+KM$--%`Vw#O6BI!v9g@UL zkn#U+2{rzg^S7n4j{= self.screen_width - self.ball_size // 2: + self.vx = -self.vx + if self.y <= self.ball_size // 2 or self.y >= self.screen_height - self.ball_size // 2: + self.vy = -self.vy + bgra_image = cv2.cvtColor(image, cv2.COLOR_BGR2BGRA) + ros_image = self.bridge.cv2_to_imgmsg(bgra_image, encoding='bgra8') + self.ros_manager.publish('/lcd', ros_image) diff --git a/Working with RAE/RAE Default App/src/robot/led.py b/Working with RAE/RAE Default App/src/robot/led.py new file mode 100644 index 0000000..50fcd6a --- /dev/null +++ b/Working with RAE/RAE Default App/src/robot/led.py @@ -0,0 +1,28 @@ +from rae_msgs.msg import LEDControl +from std_msgs.msg import ColorRGBA +class LEDController: + def __init__(self, ros_manager): + self.ros_manager = ros_manager + self.ros_manager.create_publisher("/leds", LEDControl) + def set_leds(self, payload): + def hex_to_rgb(hex): + value = hex.lstrip('#') + lv = len(value) + return tuple(int(value[i:i + lv // 3], 16) for i in range(0, lv, lv // 3)) + def normalize(num): + if num == 0: + return float(num) + else: + return float(num)/255.0 + led_msg = LEDControl() + + r,g,b = hex_to_rgb(payload['color']) + + color_msg = ColorRGBA() + color_msg.a = 1.0 + color_msg.r = normalize(r) + color_msg.g = normalize(g) + color_msg.b = normalize(b) + led_msg.data = [color_msg] + led_msg.control_type = led_msg.CTRL_TYPE_ALL + self.ros_manager.publish("/leds", led_msg) \ No newline at end of file diff --git a/Working with RAE/RAE Default App/src/robot/movement.py b/Working with RAE/RAE Default App/src/robot/movement.py new file mode 100644 index 0000000..b6edd91 --- /dev/null +++ b/Working with RAE/RAE Default App/src/robot/movement.py @@ -0,0 +1,14 @@ +from geometry_msgs.msg import Twist +class MovementController: + def __init__(self, ros_manager): + self.ros_manager = ros_manager + self.ros_manager.create_publisher("/cmd_vel", Twist) + def move(self, linear, angular): + twist_msg = Twist() + twist_msg.linear.x = float(linear) + twist_msg.linear.y = 0.0 + twist_msg.linear.z = 0.0 + twist_msg.angular.x = 0.0 + twist_msg.angular.y = 0.0 + twist_msg.angular.z = float(angular) + self.ros_manager.publish('/cmd_vel', twist_msg) \ No newline at end of file diff --git a/Working with RAE/RAE Default App/src/robot/perception/__init__.py b/Working with RAE/RAE Default App/src/robot/perception/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/Working with RAE/RAE Default App/src/robot/perception/camera.py b/Working with RAE/RAE Default App/src/robot/perception/camera.py new file mode 100644 index 0000000..5263d62 --- /dev/null +++ b/Working with RAE/RAE Default App/src/robot/perception/camera.py @@ -0,0 +1,141 @@ +import depthai as dai +import robothub + + +class Camera: + """ + A class for managing camera functionalities in a robot, interfacing with both depthai and robothub libraries. + It includes initialization and management of camera streams, publishing capabilities, and camera device control. + + Attributes: + logger: Logger for logging messages and errors. + ros_context_manager (dai.ros.ROSContextManager): Manager for ROS context. + dai_node (dai.ros.ROSNode): ROS node for depthai operations. + device_mxid (str): The serial number of the depthai device. + device_info (dai.DeviceInfo): Information about the depthai device. + device (dai.Device): The depthai device instance. + cal_handler: Calibration handler for the depthai device. + pipeline: The pipeline for camera data processing. + rh_stream_handles (dict): Handles for RobotHub video streams. + ros_stream_handles (dict): Handles for ROS video streams. + + Methods: + stop(): Closes the depthai device connection. + add_rh_stream(stream_name): Adds a RobotHub stream with the given name. + add_ros_stream(stream_name): Adds a ROS stream with the given name. + add_queue(name, callback): Adds a queue to the device for handling callbacks. + start_pipeline(pipeline): Starts the camera pipeline and initializes ROS node and context. + publish_rh(name, color_frame, timestamp, metadata): Publishes video data to RobotHub. + publish_ros(name, msg): Publishes a message to a ROS topic. + """ + def __init__(self, logger): + """ + Initializes the Camera instance. + + Args: + logger: An instance used for logging messages and errors. + """ + + self.logger = logger + self.ros_context_manager = dai.ros.ROSContextManager() + self.ros_context_manager.init([""]) + self.dai_node = dai.ros.ROSNode("dai", dai.ros.ROSNodeOptions(False)) + self.device_mxid = robothub.DEVICES[0].oak["serialNumber"] + self.device_info = dai.DeviceInfo(self.device_mxid) + self.device = dai.Device(self.device_info) + self.cal_handler = self.device.readCalibration() + + self.pipeline = None + self.rh_stream_handles = {} + self.ros_stream_handles = {} + def stop(self): + """ + Closes the connection to the depthai device, ensuring a clean shutdown. + """ + + if self.device: + self.device.close() + + def add_rh_stream(self, stream_name): + """ + Adds a video stream to RobotHub with the specified name. + + Args: + stream_name (str): The name of the stream to be added. + """ + + self.rh_stream_handles[f"{stream_name}"] = robothub.STREAMS.create_video( + self.device_mxid, f"{stream_name}", f"{stream_name}" + ) + + def add_ros_stream(self, stream_name): + """ + Adds a ROS video stream with the specified name and sets up the necessary configurations. + + Args: + stream_name (str): The name of the ROS stream to be added. + """ + + self.ros_stream_handles[f"{stream_name}_mjpeg"] = dai.ros.ImgStreamer(self.dai_node, self.cal_handler, self.stream_name_to_socket(stream_name), stream_name, f"{stream_name}_frame", False, False) + self.ros_stream_handles[f"{stream_name}_mjpeg"].convertFromBitStream(dai.RawImgFrame.Type.BGR888i) + def add_imu_ros_stream(self, stream_name): + """ + Adds a ROS IMU stream with the specified name and sets up the necessary configurations. + + Args: + stream_name (str): The name of the ROS stream to be added. + """ + self.ros_stream_handles[stream_name] = dai.ros.ImuStreamer(self.dai_node, stream_name, "imu_frame", dai.ros.ImuSyncMethod.COPY, 0.0, 0.0, 0.0, 0.0, True, False, False) + + + def add_queue(self, name, callback): + """ + Adds a queue to the depthai device for processing callbacks. + + Args: + name (str): The name of the queue. + callback (callable): The callback function to be added to the queue. + """ + + self.device.getOutputQueue(name, 1, False).addCallback(callback) + + def start_pipeline(self, pipeline): + """ + Starts the camera pipeline, initializes the ROS node, and spins the ROS context manager. + + Args: + pipeline: The pipeline configuration for the camera. + """ + + self.device.startPipeline(pipeline) + self.ros_context_manager.add_node(self.dai_node) + self.ros_context_manager.spin() + + def publish_rh(self, name, color_frame, timestamp, metadata): + """ + Publishes video data to a RobotHub stream. + + Args: + name (str): The name of the RobotHub stream. + color_frame: The color frame data to be published. + timestamp: The timestamp associated with the frame. + metadata: Additional metadata for the frame. + """ + self.rh_stream_handles[name].publish_video_data(bytes(color_frame), timestamp, metadata) + + def publish_ros(self, name, msg): + """ + Publishes a message to a ROS topic. + + Args: + name (str): The name of the ROS topic. + msg: The message to be published. + """ + self.ros_stream_handles[name].publish(name, msg) + + def stream_name_to_socket(self, stream_name): + if stream_name == 'stream_front': + return dai.CameraBoardSocket.CAM_C + elif stream_name == 'stream_back': + return dai.CameraBoardSocket.CAM_D + \ No newline at end of file diff --git a/Working with RAE/RAE Default App/src/robot/perception/detections.py b/Working with RAE/RAE Default App/src/robot/perception/detections.py new file mode 100644 index 0000000..c9fd484 --- /dev/null +++ b/Working with RAE/RAE Default App/src/robot/perception/detections.py @@ -0,0 +1,141 @@ +from dataclasses import dataclass, field +from typing import Optional, List, Tuple +import depthai as dai +labelMap = [ + "person", + "bicycle", + "car", + "motorbike", + "aeroplane", + "bus", + "train", + "truck", + "boat", + "traffic light", + "fire hydrant", + "stop sign", + "parking meter", + "bench", + "bird", + "cat", + "dog", + "horse", + "sheep", + "cow", + "elephant", + "bear", + "zebra", + "giraffe", + "backpack", + "umbrella", + "handbag", + "tie", + "suitcase", + "frisbee", + "skis", + "snowboard", + "sports ball", + "kite", + "baseball bat", + "baseball glove", + "skateboard", + "surfboard", + "tennis racket", + "bottle", + "wine glass", + "cup", + "fork", + "knife", + "spoon", + "bowl", + "banana", + "apple", + "sandwich", + "orange", + "broccoli", + "carrot", + "hot dog", + "pizza", + "donut", + "cake", + "chair", + "sofa", + "pottedplant", + "bed", + "diningtable", + "toilet", + "tvmonitor", + "laptop", + "mouse", + "remote", + "keyboard", + "cell phone", + "microwave", + "oven", + "toaster", + "sink", + "refrigerator", + "book", + "clock", + "vase", + "scissors", + "teddy bear", + "hair drier", + "toothbrush", + ] +@dataclass(frozen=True) +class Detections: + target: Optional[dai.ImgDetection] = None + other: List[dai.ImgDetection] = field(default_factory=list) + + +def create_detection_metadata(detections, width, height): + def build_detection_metadata(detection, color): + return { + "bbox": [ + detection.xmin * width, + detection.ymin * height, + detection.xmax * width, + detection.ymax * height, + ], + "label": f"{labelMap[detection.label]} ({int(detection.confidence * 10000) / 100}%)", + "color": color, + } + + + metadata = { + "platform": "robothub", + "frame_shape": [width, height], + "config": { + "output": {"img_scale": 1.0, "show_fps": True, "clickable": True}, + "detection": { + "thickness": 1, + "fill_transparency": 0.05, + "box_roundness": 0, + "color": [0, 255, 255], + "bbox_style": 0, + "line_width": 0.5, + "line_height": 0.5, + "hide_label": False, + "label_position": 0, + "label_padding": 10, + }, + "text": { + "font_color": [255, 255, 0], + "font_transparency": 0.5, + "font_scale": 1.0, + "font_thickness": 2, + "bg_transparency": 0.5, + "bg_color": [0, 0, 0], + }, + }, + "objects": [ + { + "type": "detections", + "detections": [build_detection_metadata(detection, [0, 255, 255]) for detection in detections.other] + + ([build_detection_metadata(detections.target, [255, 0, 0])] if detections.target else []), + } + ], + } + return metadata + diff --git a/Working with RAE/RAE Default App/src/robot/perception/pipeline.py b/Working with RAE/RAE Default App/src/robot/perception/pipeline.py new file mode 100644 index 0000000..cde5aed --- /dev/null +++ b/Working with RAE/RAE Default App/src/robot/perception/pipeline.py @@ -0,0 +1,73 @@ +from pathlib import Path + +import depthai as dai + +BLOB_PATH = Path("/app/yolov6n_416x416_openvino2022.1_vpux.blob") + + +def build_pipeline(front_socket: dai.CameraBoardSocket, front_stream_name, rear_socket, rear_stream_name)-> dai.Pipeline: + pipeline = dai.Pipeline() + imu = pipeline.create(dai.node.IMU) + imu.enableIMUSensor(dai.IMUSensor.ACCELEROMETER_RAW, 400) + imu.enableIMUSensor(dai.IMUSensor.GYROSCOPE_RAW, 400) + imu.enableIMUSensor(dai.IMUSensor.ROTATION_VECTOR, 400) + imu.setBatchReportThreshold(1) + imu.setMaxBatchReports(10) + xout_imu = pipeline.create(dai.node.XLinkOut) + xout_imu.setStreamName("imu") + imu.out.link(xout_imu.input) + + def add_side(socket: dai.CameraBoardSocket, stream_name): + rgb = pipeline.create(dai.node.ColorCamera) + rgb.setBoardSocket(socket) + rgb.setResolution(dai.ColorCameraProperties.SensorResolution.THE_800_P) + rgb.setInterleaved(False) + rgb.setPreviewSize(416, 416) + rgb.setColorOrder(dai.ColorCameraProperties.ColorOrder.BGR) + rgb.setFps(8) # Limitation of the current preview source at 416x416 resolution + + h264_encoder = pipeline.create(dai.node.VideoEncoder) + h264_encoder.setDefaultProfilePreset(8, dai.VideoEncoderProperties.Profile.H264_MAIN) + h264_encoder.setQuality(50) + h264_encoder.setKeyframeFrequency(30) + h264_encoder.setBitrateKbps(1800) + h264_encoder.input.setQueueSize(1) + rgb.video.link(h264_encoder.input) + + xout_color_h264 = pipeline.create(dai.node.XLinkOut) + xout_color_h264.setStreamName(f"{stream_name}") + xout_color_h264.input.setBlocking(False) + h264_encoder.bitstream.link(xout_color_h264.input) + + mjpeg_encoder = pipeline.create(dai.node.VideoEncoder) + mjpeg_encoder.setDefaultProfilePreset(8, dai.VideoEncoderProperties.Profile.MJPEG) + mjpeg_encoder.setQuality(50) + mjpeg_encoder.setKeyframeFrequency(30) + mjpeg_encoder.setBitrateKbps(1800) + mjpeg_encoder.input.setQueueSize(1) + rgb.video.link(mjpeg_encoder.input) + + mjpeg_xout_color = pipeline.create(dai.node.XLinkOut) + mjpeg_xout_color.setStreamName(f"{stream_name}_mjpeg") + mjpeg_xout_color.input.setBlocking(False) + mjpeg_encoder.bitstream.link(mjpeg_xout_color.input) + + detectionNetwork = pipeline.createYoloDetectionNetwork() + detectionNetwork.setConfidenceThreshold(0.6) + detectionNetwork.setNumClasses(80) + detectionNetwork.setCoordinateSize(4) + detectionNetwork.setIouThreshold(0.5) + detectionNetwork.setBlobPath(BLOB_PATH) + detectionNetwork.setNumInferenceThreads(8) + detectionNetwork.input.setBlocking(False) + detectionNetwork.input.setQueueSize(1) + rgb.preview.link(detectionNetwork.input) + + xout_nn = pipeline.create(dai.node.XLinkOut) + xout_nn.input.setBlocking(False) + xout_nn.setStreamName(f"{stream_name}_nn") + detectionNetwork.out.link(xout_nn.input) + + add_side(front_socket, front_stream_name) + add_side(rear_socket, rear_stream_name) + return pipeline diff --git a/Working with RAE/RAE Default App/src/robot/robot.py b/Working with RAE/RAE Default App/src/robot/robot.py new file mode 100644 index 0000000..beee95c --- /dev/null +++ b/Working with RAE/RAE Default App/src/robot/robot.py @@ -0,0 +1,135 @@ +from typing import Optional, List, Tuple + +from src.api.ros.ros2_manager import ROS2Manager +from src.robot.display import DisplayController +from src.robot.led import LEDController +from src.robot.movement import MovementController +from src.robot.audio import AudioController +from sensor_msgs.msg import BatteryState + + +class Robot: + """ + A class representing a robot, integrating various controllers for movement, display, and LED management, + and interfacing with ROS2 for communication and control. + + Attributes: + logger: An instance used for logging messages and errors. + ros_manager (ROS2Manager): An object for managing ROS2 communications and functionalities. + battery_state (BatteryState): Stores the current state of the robot's battery. + led_controller (LEDController): Controls the robot's LEDs. + display_controller (DisplayController): Manages the robot's display. + movement_controller (MovementController): Handles the robot's movement. + + Methods: + battery_state_cb(data): Callback method for updating battery state. + start(): Initializes the robot's components and starts ROS2 communications. + stop(): Stops the ROS2 communications and shuts down the robot's components. + move(velocity): Commands the robot to move at a specified velocity. + display_face(image_data): Displays an image on the robot's face. + set_leds(led_data): Sets the LED configuration on the robot. + get_battery(): Retrieves the current battery state. + """ + + def __init__(self, logger): + """ + Initializes the Robot instance. + + Args: + logger: An instance used for logging messages and errors. + """ + + self.logger = logger + self.ros_manager = None + self.battery_state = None + self.led_controller = None + self.display_controller = None + self.movement_controller = None + self.audio_controller = None + + def battery_state_cb(self, data): + self.battery_state = data + + def start(self): + """ + Initializes and starts the robot's components and ROS2 communications. + Sets up necessary controllers and subscribers for the robot's functionalities. + """ + self.ros_manager = ROS2Manager("base_container") + self.ros_manager.start() + self.led_controller = LEDController(self.ros_manager) + self.display_controller = DisplayController(self.ros_manager) + self.movement_controller = MovementController(self.ros_manager) + self.audio_controller = AudioController(self.ros_manager) + self.ros_manager.create_subscriber( + "/battery_status", BatteryState, self.battery_state_cb) + + def stop(self): + """ + Stops the ROS2 communications and deactivates the robot's controllers. + Ensures a clean shutdown of all components. + """ + self.display_controller.stop() + self.ros_manager.stop() + + def move(self, linear, angular): + """ + Commands the robot to move at the specified velocity. + + Args: + linear: Linear velocity. + angular: Angular velocity. + """ + self.movement_controller.move(linear, angular) + + def display_face(self, payload): + """ + Displays face based on given payload. + + Args: + payload: Data representing the image to be displayed. + """ + + self.display_controller.display_face(payload) + + def display_image(self, image): + """ + Displays given image in OpenCV format + + Args: + image: An OpenCV mat + """ + self.display_controller.display_image(image) + + def display_imu_data(self, imu_data): + """ + Displays IMU data as 3D axes + + Args: + imu_data: dai.IMUData + """ + self.display_controller.display_imu_data(imu_data) + + def set_leds(self, led_data): + """ + Sets the robot's LEDs based on the provided LED configuration. + + Args: + led_data: Data or instructions to set the LED configuration. + """ + self.led_controller.set_leds(led_data) + + def get_battery(self): + """ + Retrieves the current state of the robot's battery. + + Returns: + BatteryState: The current state of the battery. + """ + return self.battery_state + def honk(self): + self.audio_controller.honk() + def display_animation(self): + self.display_controller.display_animation() + def play_random_sfx(self): + self.audio_controller.play_random_sfx() \ No newline at end of file diff --git a/Working with RAE/RAE Default App/src/utilities/__init__.py b/Working with RAE/RAE Default App/src/utilities/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/Working with RAE/RAE Default App/src/utilities/logging.py b/Working with RAE/RAE Default App/src/utilities/logging.py new file mode 100644 index 0000000..ba433be --- /dev/null +++ b/Working with RAE/RAE Default App/src/utilities/logging.py @@ -0,0 +1,14 @@ +import logging + +class Log: + def __init__(self): + self.logger = logging.getLogger(__name__) + self.handler = logging.FileHandler("./logs/app.log") + self.formatter = logging.Formatter("%(asctime)s %(name)s %(levelname)s: %(message)s") + self.handler.setFormatter(self.formatter) + self.logger.addHandler(self.handler) + + def info(self, msg: str): + self.logger.info(msg) + def error(self, msg: str): + self.logger.error(msg) \ No newline at end of file diff --git a/Working with RAE/RAE Default App/start_ros.sh b/Working with RAE/RAE Default App/start_ros.sh new file mode 100644 index 0000000..57d583d --- /dev/null +++ b/Working with RAE/RAE Default App/start_ros.sh @@ -0,0 +1,9 @@ +#!/bin/bash +set -e + +# setup ros environment +source "/opt/ros/$ROS_DISTRO/setup.bash" +source "/ws/install/setup.bash" + +export ROS_DOMAIN_ID=30 # setup domain id +ros2 launch rae_hw control.launch.py enable_battery_status:=false # spustil launch diff --git a/Working with RAE/RAE Default App/tsconfig.json b/Working with RAE/RAE Default App/tsconfig.json new file mode 100644 index 0000000..e9d3985 --- /dev/null +++ b/Working with RAE/RAE Default App/tsconfig.json @@ -0,0 +1,3 @@ +{ + "extends": "./frontend-src/tsconfig.json", +} diff --git a/Working with RAE/RAE Default 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