diff --git a/annotation/.gitignore b/annotation/.gitignore deleted file mode 100644 index 1ffd9a6..0000000 --- a/annotation/.gitignore +++ /dev/null @@ -1,172 +0,0 @@ -# Byte-compiled / optimized / DLL files -__pycache__/ -*.py[cod] -*$py.class - -# C extensions -*.so - -# Distribution / packaging -.Python -build/ -develop-eggs/ -dist/ -downloads/ -eggs/ -.eggs/ -lib/ -lib64/ -parts/ -sdist/ -var/ -wheels/ -share/python-wheels/ -*.egg-info/ -.installed.cfg -*.egg -MANIFEST - -# PyInstaller -# Usually these files are written by a python script from a template -# before PyInstaller builds the exe, so as to inject date/other infos into it. -*.manifest -*.spec - -# Installer logs -pip-log.txt -pip-delete-this-directory.txt - -# Unit test / coverage reports -htmlcov/ -.tox/ -.nox/ -.coverage -.coverage.* -.cache -nosetests.xml -coverage.xml -*.cover -*.py,cover -.hypothesis/ -.pytest_cache/ -cover/ - -# Translations -*.mo -*.pot - -# Django stuff: -*.log -local_settings.py -db.sqlite3 -db.sqlite3-journal - -# Flask stuff: -instance/ -.webassets-cache - -# Scrapy stuff: -.scrapy - -# Sphinx documentation -docs/_build/ - -# PyBuilder -.pybuilder/ -target/ - -# Jupyter Notebook -.ipynb_checkpoints - -# IPython -profile_default/ -ipython_config.py - -# pyenv -# For a library or package, you might want to ignore these files since the code is -# intended to run in multiple environments; otherwise, check them in: -# .python-version - -# pipenv -# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. -# However, in case of collaboration, if having platform-specific dependencies or dependencies -# having no cross-platform support, pipenv may install dependencies that don't work, or not -# install all needed dependencies. -#Pipfile.lock - -# poetry -# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. -# This is especially recommended for binary packages to ensure reproducibility, and is more -# commonly ignored for libraries. -# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control -#poetry.lock - -# pdm -# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. -#pdm.lock -# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it -# in version control. -# https://pdm.fming.dev/#use-with-ide -.pdm.toml - -# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm -__pypackages__/ - -# Celery stuff -celerybeat-schedule -celerybeat.pid - -# SageMath parsed files -*.sage.py - -# Environments -.env -.venv -env/ -venv/ -ENV/ -env.bak/ -venv.bak/ - -# Spyder project settings -.spyderproject -.spyproject - -# Rope project settings -.ropeproject - -# mkdocs documentation -/site - -# mypy -.mypy_cache/ -.dmypy.json -dmypy.json - -# Pyre type checker -.pyre/ - -# pytype static type analyzer -.pytype/ - -# Cython debug symbols -cython_debug/ - -# PyCharm -# JetBrains specific template is maintained in a separate JetBrains.gitignore that can -# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore -# and can be added to the global gitignore or merged into this file. For a more nuclear -# option (not recommended) you can uncomment the following to ignore the entire idea folder. -#.idea/ - -# experiments -experiments/**/*.png -experiments/**/*.csv -experiments/**/*.mp4 -experiments/**/*.jsonl -experiments/**/*.json -experiments/**/*.md -experiments/**/*.txt - -# macos -*DS_Store* \ No newline at end of file diff --git a/annotation/LICENSE b/annotation/LICENSE deleted file mode 100644 index 5d6a34a..0000000 --- a/annotation/LICENSE +++ /dev/null @@ -1,21 +0,0 @@ -MIT License - -Copyright (c) 2023 DuckAI - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. diff --git a/annotation/OBS_SETUP.md b/annotation/OBS_SETUP.md deleted file mode 100644 index 6d45374..0000000 --- a/annotation/OBS_SETUP.md +++ /dev/null @@ -1,50 +0,0 @@ -# OBS Setup - -These are instructions on setting up OBS (Open Broadcaster Software) to record screen activity for creating the multimodal computer dataset. - -## Installation - -1. Go to the OBS Project website: [https://obsproject.com/](https://obsproject.com/). -2. Choose the appropriate installer for your operating system. -3. - ![Operating System Selection](readme_images/Screenshot%202023-06-17%20220155.png) - -3. Run the installer from your downloads folder and grant OBS the necessary permissions for installation. - - ![Installer Run](readme_images/Screenshot%202023-06-24%20115916.png) - -4. Keep the default settings and proceed through the installation wizard by clicking "Next" and then "Finish." - - ![Installation Wizard](readme_images/Screenshot%202023-06-24%20120133.png) - -5. OBS should now be open. If not, search for and open the application. - - ![Open OBS](readme_images/Screenshot%202023-06-17%20221407.png) - -## Enabling OBS WebSocket Server - -1. Click on "Tools" in the Navigation Bar within OBS, and then select "WebSocket Server Settings." A pop-up window will appear. - - ![WebSocket Server Settings](readme_images/Screenshot%202023-06-17%20221553.png) - -2. Check the box next to "Enable WebSocket server" and uncheck the box next to "Enable Authentication." Click "Apply," then "Ok." You should return to the main OBS page. -Make sure the port is set to 4455. - ![Enable WebSocket Server](readme_images/Screenshot%202023-06-24%20120347.png) - -## Adding Display Capture and Recording - -1. Now, back on the home page of OBS, select "Scene." Under "Sources," click the "+" button and then click "Display Capture." (in MacOS this is MacOS Screen Capture) - - ![Display Capture](readme_images/Screenshot%202023-06-24%20110823.png) - -2. Select "Ok." - - ![Confirm Display Capture](readme_images/Screenshot%202023-06-24%20111017.png) - -3. Make sure the "Display" is set to your main display, and you should see your screen on the canvas. Select "Ok." _(in MacOS if your screen is black with a red square in the top left try to disable then re-enable OBS Screen Recording permissions, this has worked before)_ - - ![Main Display](readme_images/Screenshot%202023-06-24%20112001.png) - -4. Now you can close OBS and OBS will opened and controlled automatically when you launch the Computer Tracker App. Also, the Computer Tracker app creates a new OBS profile so you don't have to worry about your previous settings being messed up. - - ![Recording in Progress](readme_images/Screenshot%202023-06-24%20113548.png) diff --git a/annotation/README.md b/annotation/README.md deleted file mode 100644 index 4a474f2..0000000 --- a/annotation/README.md +++ /dev/null @@ -1,98 +0,0 @@ -# DuckTrack - -This is the repository for the DuckAI DuckTrack app which records all keyboard and mouse input as well as the screen for use in a multimodal computer interaction dataset. - -## Installation & Setup - -### Download Application - - -Download the pre-built application for your system [here](https://github.com/TheDuckAI/DuckTrack/releases/). - -Make sure you have OBS downloaded with the following configuration: -1. Have a screen capture source recording your whole main screen. -2. Enable desktop audio and mute microphone. -3. Make sure the default websocket is enabled. - -More detailed instructions for OBS setup and installation located [here](OBS_SETUP.md). - -If you are on MacOS, make sure to enable to the following Privacy & Security permissions before running the app: - -1. Accessibility (for playing back actions) -2. Input Monitoring (for reading keyboard inputs) - -Make sure to accept all other security permission dialogues to ensure that the app works properly. - -### Build from source - -Have Python >=3.11. - -Clone this repo and `cd` into it: -```bash -$ git clone https://github.com/TheDuckAI/DuckTrack -$ cd DuckTrack -``` - -Install the dependencies for this project: -```bash -$ pip install -r requirements.txt -``` - -Build the application: -```bash -$ python3 build.py -``` - -The built application should be located in the generated `dist` directory. After this, follow the remaining relevant setup instructions. - -## Running the App - -You can run the app like any other desktop app on your computer. If you decided to not download the app or build it from source, just run `python main.py` and it should work the same. You will be interacting with the app through an app tray icon or a small window. - -### Recording - -From the app tray or GUI, you can start and stop a recording as well as pause and resume a recording. Pausing and resuming is important for when you want to hide sensitive information like credit card of login credentials. You can optionally name your recording and give it a description upon stopping a recording. You can also view your recordings by pressing the "Show Recordings" option. - -### Playback - -You can playback a recording, i.e. simulate the series of events from the recording, by pressing "Play Latest Recording", which plays the latest created recording, or by pressing "Play Custom Recording", which lets you choose a recording to play. You can easily replay the most recently played recording by pressing "Replay Recording". - -To stop the app mid-playback, just press `shift`+`esc` on your keyboard. - -### Misc - -To quit the app, you just press the "Quit" option. - -## Recording Format - -Recordings are stored in `Documents/DuckTrack_Recordings`. Each recording is a directory containing: - -1. `events.jsonl` file - sequence of all computer actions that happened. A sample event may look like this: -```json -{"time_stamp": 1234567.89, "action": "move", "x": 69.0, "y": 420.0} -``` -1. `metadata.json` - stores metadata about the computer that made the recording -2. `README.md` - stores the description for the recording -3. MP4 file - the screen recording from OBS of the recording. - -Here is a [sample recording](example) for further reference. - -## Technical Overview - - - -*TDB* - -## Known Bugs - -- After doing lots of playbacks on macOS, a segfault will occur. -- Mouse movement is not captured when the current application is using raw input, i.e. video games. -- OBS may not open in the background properly on some Linux machines. - -## Things To Do - -- Add logging -- Testing -- CI (with builds and testing) -- Add way to hide/show window from the app tray (and it saves that as a preference?) -- Make saving preferences a thing generally, like with natural scrolling too \ No newline at end of file diff --git a/annotation/assets/duck.ico b/annotation/assets/duck.ico deleted file mode 100644 index 7dc7f42..0000000 Binary files a/annotation/assets/duck.ico and /dev/null differ diff --git a/annotation/assets/duck.png b/annotation/assets/duck.png deleted file mode 100644 index b750e32..0000000 Binary files a/annotation/assets/duck.png and /dev/null differ diff --git a/annotation/build.py b/annotation/build.py deleted file mode 100644 index d6cc387..0000000 --- a/annotation/build.py +++ /dev/null @@ -1,27 +0,0 @@ -import shutil -import sys -from pathlib import Path -from platform import system -from subprocess import CalledProcessError, run - -project_dir = Path(".") -assets_dir = project_dir / "assets" -main_py = project_dir / "main.py" -icon_file = assets_dir / ("duck.ico" if system() == "Windows" else "duck.png") - -for dir_to_remove in ["dist", "build"]: - dir_path = project_dir / dir_to_remove - if dir_path.exists(): - shutil.rmtree(dir_path) - -pyinstaller_cmd = [ - "pyinstaller", "--onefile", "--windowed", - f"--add-data={assets_dir}{';' if system() == 'Windows' else ':'}{assets_dir}", - f"--name=DuckTrack", f"--icon={icon_file}", str(main_py) -] - -try: - run(pyinstaller_cmd, check=True) -except CalledProcessError as e: - print("An error occurred while running PyInstaller:", e) - sys.exit(1) \ No newline at end of file diff --git a/annotation/ducktrack/__init__.py b/annotation/ducktrack/__init__.py deleted file mode 100644 index 1765a57..0000000 --- a/annotation/ducktrack/__init__.py +++ /dev/null @@ -1 +0,0 @@ -from .app import MainInterface diff --git a/annotation/ducktrack/app.py b/annotation/ducktrack/app.py deleted file mode 100644 index 4936451..0000000 --- a/annotation/ducktrack/app.py +++ /dev/null @@ -1,251 +0,0 @@ -import os -import sys -from platform import system - -from PyQt6.QtCore import QTimer, pyqtSlot -from PyQt6.QtGui import QAction, QIcon -from PyQt6.QtWidgets import (QApplication, QCheckBox, QDialog, QFileDialog, - QFormLayout, QLabel, QLineEdit, QMenu, - QMessageBox, QPushButton, QSystemTrayIcon, - QTextEdit, QVBoxLayout, QWidget) - -from .obs_client import close_obs, is_obs_running, open_obs -from .playback import Player, get_latest_recording -from .recorder import Recorder -from .util import get_recordings_dir, open_file - - -class TitleDescriptionDialog(QDialog): - def __init__(self, parent=None): - super().__init__(parent) - - self.setWindowTitle("Recording Details") - - layout = QVBoxLayout(self) - - self.form_layout = QFormLayout() - - self.title_label = QLabel("Title:") - self.title_input = QLineEdit(self) - self.form_layout.addRow(self.title_label, self.title_input) - - self.description_label = QLabel("Description:") - self.description_input = QTextEdit(self) - self.form_layout.addRow(self.description_label, self.description_input) - - layout.addLayout(self.form_layout) - - self.submit_button = QPushButton("Save", self) - self.submit_button.clicked.connect(self.accept) - layout.addWidget(self.submit_button) - - def get_values(self): - return self.title_input.text(), self.description_input.toPlainText() - -class MainInterface(QWidget): - def __init__(self, app: QApplication): - super().__init__() - self.tray = QSystemTrayIcon(QIcon(resource_path("assets/duck.png"))) - self.tray.show() - - self.app = app - - self.init_tray() - self.init_window() - - if not is_obs_running(): - self.obs_process = open_obs() - - def init_window(self): - self.setWindowTitle("DuckTrack") - layout = QVBoxLayout(self) - - self.toggle_record_button = QPushButton("Start Recording", self) - self.toggle_record_button.clicked.connect(self.toggle_record) - layout.addWidget(self.toggle_record_button) - - self.toggle_pause_button = QPushButton("Pause Recording", self) - self.toggle_pause_button.clicked.connect(self.toggle_pause) - self.toggle_pause_button.setEnabled(False) - layout.addWidget(self.toggle_pause_button) - - self.show_recordings_button = QPushButton("Show Recordings", self) - self.show_recordings_button.clicked.connect(lambda: open_file(get_recordings_dir())) - layout.addWidget(self.show_recordings_button) - - self.play_latest_button = QPushButton("Play Latest Recording", self) - self.play_latest_button.clicked.connect(self.play_latest_recording) - layout.addWidget(self.play_latest_button) - - self.play_custom_button = QPushButton("Play Custom Recording", self) - self.play_custom_button.clicked.connect(self.play_custom_recording) - layout.addWidget(self.play_custom_button) - - self.replay_recording_button = QPushButton("Replay Recording", self) - self.replay_recording_button.clicked.connect(self.replay_recording) - self.replay_recording_button.setEnabled(False) - layout.addWidget(self.replay_recording_button) - - self.quit_button = QPushButton("Quit", self) - self.quit_button.clicked.connect(self.quit) - layout.addWidget(self.quit_button) - - self.natural_scrolling_checkbox = QCheckBox("Natural Scrolling", self, checked=system() == "Darwin") - layout.addWidget(self.natural_scrolling_checkbox) - - self.natural_scrolling_checkbox.stateChanged.connect(self.toggle_natural_scrolling) - - self.setLayout(layout) - - def init_tray(self): - self.menu = QMenu() - self.tray.setContextMenu(self.menu) - - self.toggle_record_action = QAction("Start Recording") - self.toggle_record_action.triggered.connect(self.toggle_record) - self.menu.addAction(self.toggle_record_action) - - self.toggle_pause_action = QAction("Pause Recording") - self.toggle_pause_action.triggered.connect(self.toggle_pause) - self.toggle_pause_action.setVisible(False) - self.menu.addAction(self.toggle_pause_action) - - self.show_recordings_action = QAction("Show Recordings") - self.show_recordings_action.triggered.connect(lambda: open_file(get_recordings_dir())) - self.menu.addAction(self.show_recordings_action) - - self.play_latest_action = QAction("Play Latest Recording") - self.play_latest_action.triggered.connect(self.play_latest_recording) - self.menu.addAction(self.play_latest_action) - - self.play_custom_action = QAction("Play Custom Recording") - self.play_custom_action.triggered.connect(self.play_custom_recording) - self.menu.addAction(self.play_custom_action) - - self.replay_recording_action = QAction("Replay Recording") - self.replay_recording_action.triggered.connect(self.replay_recording) - self.menu.addAction(self.replay_recording_action) - self.replay_recording_action.setVisible(False) - - self.quit_action = QAction("Quit") - self.quit_action.triggered.connect(self.quit) - self.menu.addAction(self.quit_action) - - self.menu.addSeparator() - - self.natural_scrolling_option = QAction("Natural Scrolling", checkable=True, checked=system() == "Darwin") - self.natural_scrolling_option.triggered.connect(self.toggle_natural_scrolling) - self.menu.addAction(self.natural_scrolling_option) - - @pyqtSlot() - def replay_recording(self): - player = Player() - if hasattr(self, "last_played_recording_path"): - player.play(self.last_played_recording_path) - else: - self.display_error_message("No recording has been played yet!") - - @pyqtSlot() - def play_latest_recording(self): - player = Player() - recording_path = get_latest_recording() - self.last_played_recording_path = recording_path - self.replay_recording_action.setVisible(True) - self.replay_recording_button.setEnabled(True) - player.play(recording_path) - - @pyqtSlot() - def play_custom_recording(self): - player = Player() - directory = QFileDialog.getExistingDirectory(None, "Select Recording", get_recordings_dir()) - if directory: - self.last_played_recording_path = directory - self.replay_recording_button.setEnabled(True) - self.replay_recording_action.setVisible(True) - player.play(directory) - - @pyqtSlot() - def quit(self): - if hasattr(self, "recorder_thread"): - self.toggle_record() - if hasattr(self, "obs_process"): - close_obs(self.obs_process) - self.app.quit() - - def closeEvent(self, event): - self.quit() - - @pyqtSlot() - def toggle_natural_scrolling(self): - sender = self.sender() - - if sender == self.natural_scrolling_checkbox: - state = self.natural_scrolling_checkbox.isChecked() - self.natural_scrolling_option.setChecked(state) - else: - state = self.natural_scrolling_option.isChecked() - self.natural_scrolling_checkbox.setChecked(state) - - @pyqtSlot() - def toggle_pause(self): - if self.recorder_thread._is_paused: - self.recorder_thread.resume_recording() - self.toggle_pause_action.setText("Pause Recording") - self.toggle_pause_button.setText("Pause Recording") - else: - self.recorder_thread.pause_recording() - self.toggle_pause_action.setText("Resume Recording") - self.toggle_pause_button.setText("Resume Recording") - - @pyqtSlot() - def toggle_record(self): - if not hasattr(self, "recorder_thread"): - self.recorder_thread = Recorder(natural_scrolling=self.natural_scrolling_checkbox.isChecked()) - self.recorder_thread.recording_stopped.connect(self.on_recording_stopped) - self.recorder_thread.start() - self.update_menu(True) - else: - self.recorder_thread.stop_recording() - self.recorder_thread.terminate() - - recording_dir = self.recorder_thread.recording_path - - del self.recorder_thread - - dialog = TitleDescriptionDialog() - QTimer.singleShot(0, dialog.raise_) - result = dialog.exec() - - if result == QDialog.DialogCode.Accepted: - title, description = dialog.get_values() - - if title: - renamed_dir = os.path.join(os.path.dirname(recording_dir), title) - os.rename(recording_dir, renamed_dir) - - with open(os.path.join(renamed_dir, 'README.md'), 'w') as f: - f.write(description) - - self.on_recording_stopped() - - @pyqtSlot() - def on_recording_stopped(self): - self.update_menu(False) - - def update_menu(self, is_recording: bool): - self.toggle_record_button.setText("Stop Recording" if is_recording else "Start Recording") - self.toggle_record_action.setText("Stop Recording" if is_recording else "Start Recording") - - self.toggle_pause_button.setEnabled(is_recording) - self.toggle_pause_action.setVisible(is_recording) - - def display_error_message(self, message): - QMessageBox.critical(None, "Error", message) - -def resource_path(relative_path: str) -> str: - if hasattr(sys, '_MEIPASS'): - base_path = getattr(sys, "_MEIPASS") - else: - base_path = os.path.join(os.path.dirname(os.path.abspath(__file__)), '..') - - return os.path.join(base_path, relative_path) \ No newline at end of file diff --git a/annotation/ducktrack/keycomb.py b/annotation/ducktrack/keycomb.py deleted file mode 100644 index 4f05c11..0000000 --- a/annotation/ducktrack/keycomb.py +++ /dev/null @@ -1,33 +0,0 @@ -from pynput.keyboard import Listener - -from .util import name_to_key - - -class KeyCombinationListener: - """ - Simple and bad key combination listener. - """ - - def __init__(self): - self.current_keys = set() - self.callbacks = {} - self.listener = Listener(on_press=self.on_key_press, on_release=self.on_key_release) - - def add_comb(self, keys, callback): - self.callbacks[tuple([name_to_key(key_name) for key_name in sorted(keys)])] = callback - - def on_key_press(self, key): - self.current_keys.add(key) - for comb, callback in self.callbacks.items(): - if all(k in self.current_keys for k in comb): - return callback() - - def on_key_release(self, key): - if key in self.current_keys: - self.current_keys.remove(key) - - def start(self): - self.listener.start() - - def stop(self): - self.listener.stop() \ No newline at end of file diff --git a/annotation/ducktrack/metadata.py b/annotation/ducktrack/metadata.py deleted file mode 100644 index de27492..0000000 --- a/annotation/ducktrack/metadata.py +++ /dev/null @@ -1,60 +0,0 @@ -import json -import os -import uuid -from datetime import datetime -from platform import uname - -from screeninfo import get_monitors - - -class MetadataManager: - """ - Handles various system metadata collection. - """ - - def __init__(self, recording_path: str, natural_scrolling: bool): - self.recording_path = recording_path - - self.metadata = uname()._asdict() - - self.metadata["id"] = uuid.getnode() - - main_monitor = get_monitors()[0] - self.metadata["screen_width"] = main_monitor.width - self.metadata["screen_height"] = main_monitor.height - - try: - match self.metadata["system"]: - case "Windows": - import wmi - for item in wmi.WMI().Win32_ComputerSystem(): - self.metadata["model"] = item.Model - break - case "Darwin": - import subprocess - model = subprocess.check_output(["sysctl", "-n", "hw.model"]).decode().strip() - self.metadata["model"] = model - case "Linux": - with open("/sys/devices/virtual/dmi/id/product_name", "r") as f: - self.metadata["model"] = f.read().strip() - except: - self.metadata["model"] = "Unknown" - - self.metadata["scroll_direction"] = -1 if natural_scrolling else 1 - - def save_metadata(self): - metadata_path = os.path.join(self.recording_path, "metadata.json") - with open(metadata_path, "w") as f: - json.dump(self.metadata, f, indent=4) - - def collect(self): - self.metadata["start_time"] = self._get_time_stamp() - - def end_collect(self): - self.metadata["stop_time"] = self._get_time_stamp() - - def add_obs_record_state_timings(self, record_state_events: dict[str, float]): - self.metadata["obs_record_state_timings"] = record_state_events - - def _get_time_stamp(self): - return datetime.now().strftime("%Y-%m-%d %H:%M:%S") \ No newline at end of file diff --git a/annotation/ducktrack/obs_client.py b/annotation/ducktrack/obs_client.py deleted file mode 100644 index 7eee738..0000000 --- a/annotation/ducktrack/obs_client.py +++ /dev/null @@ -1,200 +0,0 @@ -import os -import subprocess -import time -from platform import system - -import obsws_python as obs -import psutil - - -def is_obs_running() -> bool: - try: - for process in psutil.process_iter(attrs=["pid", "name"]): - if "obs" in process.info["name"].lower(): - return True - return False - except: - raise Exception("Could not check if OBS is running already. Please check manually.") - -def close_obs(obs_process: subprocess.Popen): - if obs_process: - obs_process.terminate() - try: - obs_process.wait(timeout=5) - except subprocess.TimeoutExpired: - obs_process.kill() - -def find_obs() -> str: - common_paths = { - "Windows": [ - "C:\\Program Files\\obs-studio\\bin\\64bit\\obs64.exe", - "C:\\Program Files (x86)\\obs-studio\\bin\\32bit\\obs32.exe" - ], - "Darwin": [ - "/Applications/OBS.app/Contents/MacOS/OBS", - "/opt/homebrew/bin/obs" - ], - "Linux": [ - "/usr/bin/obs", - "/usr/local/bin/obs" - ] - } - - for path in common_paths.get(system(), []): - if os.path.exists(path): - return path - - try: - if system() == "Windows": - obs_path = subprocess.check_output("where obs", shell=True).decode().strip() - else: - obs_path = subprocess.check_output("which obs", shell=True).decode().strip() - - if os.path.exists(obs_path): - return obs_path - except subprocess.CalledProcessError: - pass - - return "obs" - -def open_obs() -> subprocess.Popen: - try: - obs_path = find_obs() - if system() == "Windows": - # you have to change the working directory first for OBS to find the correct locale on windows - os.chdir(os.path.dirname(obs_path)) - obs_path = os.path.basename(obs_path) - return subprocess.Popen([obs_path, "--startreplaybuffer", "--minimize-to-tray"]) - except: - raise Exception("Failed to find OBS, please open OBS manually.") - -class OBSClient: - """ - Controls the OBS client via the OBS websocket. - Sets all the correct settings for recording. - """ - - def __init__( - self, - recording_path: str, - metadata: dict, - fps=30, - output_width=1280, - output_height=720, - ): - self.metadata = metadata - - self.req_client = obs.ReqClient() - self.event_client = obs.EventClient() - - self.record_state_events = {} - - def on_record_state_changed(data): - output_state = data.output_state - print("record state changed:", output_state) - if output_state not in self.record_state_events: - self.record_state_events[output_state] = [] - self.record_state_events[output_state].append(time.perf_counter()) - - self.event_client.callback.register(on_record_state_changed) - - self.old_profile = self.req_client.get_profile_list().current_profile_name - - if "computer_tracker" not in self.req_client.get_profile_list().profiles: - self.req_client.create_profile("computer_tracker") - else: - self.req_client.set_current_profile("computer_tracker") - self.req_client.create_profile("temp") - self.req_client.remove_profile("temp") - self.req_client.set_current_profile("computer_tracker") - - base_width = metadata["screen_width"] - base_height = metadata["screen_height"] - - if metadata["system"] == "Darwin": - # for retina displays - # TODO: check if external displays are messed up by this - base_width *= 2 - base_height *= 2 - - scaled_width, scaled_height = _scale_resolution(base_width, base_height, output_width, output_height) - - self.req_client.set_profile_parameter("Video", "BaseCX", str(base_width)) - self.req_client.set_profile_parameter("Video", "BaseCY", str(base_height)) - self.req_client.set_profile_parameter("Video", "OutputCX", str(scaled_width)) - self.req_client.set_profile_parameter("Video", "OutputCY", str(scaled_height)) - self.req_client.set_profile_parameter("Video", "ScaleType", "lanczos") - - self.req_client.set_profile_parameter("AdvOut", "RescaleRes", f"{base_width}x{base_height}") - self.req_client.set_profile_parameter("AdvOut", "RecRescaleRes", f"{base_width}x{base_height}") - self.req_client.set_profile_parameter("AdvOut", "FFRescaleRes", f"{base_width}x{base_height}") - - self.req_client.set_profile_parameter("Video", "FPSCommon", str(fps)) - self.req_client.set_profile_parameter("Video", "FPSInt", str(fps)) - self.req_client.set_profile_parameter("Video", "FPSNum", str(fps)) - self.req_client.set_profile_parameter("Video", "FPSDen", "1") - - self.req_client.set_profile_parameter("SimpleOutput", "RecFormat2", "mp4") - - bitrate = int(_get_bitrate_mbps(scaled_width, scaled_height, fps=fps) * 1000 / 50) * 50 - self.req_client.set_profile_parameter("SimpleOutput", "VBitrate", str(bitrate)) - - # do this in order to get pause & resume - self.req_client.set_profile_parameter("SimpleOutput", "RecQuality", "Small") - - self.req_client.set_profile_parameter("SimpleOutput", "FilePath", recording_path) - - # TODO: not all OBS configs have this, maybe just instruct the user to mute themselves - - - try: - self.req_client.set_input_mute("Mic/Aux", muted=True) - except obs.error.OBSSDKRequestError : - # In case there is no Mic/Aux input, this will throw an error - pass - - def start_recording(self): - self.req_client.start_record() - - def stop_recording(self): - self.req_client.stop_record() - self.req_client.set_current_profile(self.old_profile) # restore old profile - - def pause_recording(self): - self.req_client.pause_record() - - def resume_recording(self): - self.req_client.resume_record() - -def _get_bitrate_mbps(width: int, height: int, fps=30) -> float: - """ - Gets the YouTube recommended bitrate in Mbps for a given resolution and framerate. - Refer to https://support.google.com/youtube/answer/1722171?hl=en#zippy=%2Cbitrate - """ - resolutions = { - (7680, 4320): {30: 120, 60: 180}, - (3840, 2160): {30: 40, 60: 60.5}, - (2160, 1440): {30: 16, 60: 24}, - (1920, 1080): {30: 8, 60: 12}, - (1280, 720): {30: 5, 60: 7.5}, - (640, 480): {30: 2.5, 60: 4}, - (480, 360): {30: 1, 60: 1.5} - } - - if (width, height) in resolutions: - return resolutions[(width, height)].get(fps) - else: - # approximate the bitrate using a simple linear model - area = width * height - multiplier = 3.5982188179592543e-06 if fps == 30 else 5.396175171097084e-06 - constant = 2.418399836285939 if fps == 30 else 3.742780056500365 - return multiplier * area + constant - -def _scale_resolution(base_width: int, base_height: int, target_width: int, target_height: int) -> tuple[int, int]: - target_area = target_width * target_height - aspect_ratio = base_width / base_height - - scaled_height = int((target_area / aspect_ratio) ** 0.5) - scaled_width = int(aspect_ratio * scaled_height) - - return scaled_width, scaled_height \ No newline at end of file diff --git a/annotation/ducktrack/playback.py b/annotation/ducktrack/playback.py deleted file mode 100644 index d3cb62e..0000000 --- a/annotation/ducktrack/playback.py +++ /dev/null @@ -1,188 +0,0 @@ -import json -import math -import os -import sys -import time - -import pyautogui -from pynput.keyboard import Controller as KeyboardController -from pynput.keyboard import Key -from pynput.mouse import Button -from pynput.mouse import Controller as MouseController - -from .keycomb import KeyCombinationListener -from .util import (fix_windows_dpi_scaling, get_recordings_dir, name_to_button, - name_to_key) - -pyautogui.PAUSE = 0 -pyautogui.DARWIN_CATCH_UP_TIME = 0 - -class Player: - """ - Plays back recordings. - """ - - def __init__(self): - self.stop_playback = False - self.listener = KeyCombinationListener() - - def stop_comb_pressed(): - self.stop_playback = True - return False - - self.listener.add_comb(("shift", "esc"), stop_comb_pressed) - self.listener.start() - - def play(self, recording_path: str): - with open(os.path.join(recording_path, "events.jsonl"), "r") as f: - events = [json.loads(line) for line in f.readlines()] - - with open(os.path.join(recording_path, "metadata.json"), "r") as f: - metadata = json.load(f) - - self.playback(events, metadata) - - def playback(self, events: list[dict], metadata: dict): - if metadata["system"] == "Windows": - fix_windows_dpi_scaling() - - mouse_controller = MouseController() - keyboard_controller = KeyboardController() - - if not events: - self.listener.stop() - return - - presses_to_skip = 0 - releases_to_skip = 0 - - in_click_sequence = False - - for i, event in enumerate(events): - start_time = time.perf_counter() - - if self.stop_playback: - return - - def do_mouse_press(button): - for j, second_event in enumerate(events[i+1:]): - # make sure the time between mouse clicks is less than 500ms - if second_event["time_stamp"] - event["time_stamp"] > 0.5: - break - - if "x" in second_event and "y" in second_event: - # if the mouse moves out of the click radius/rectangle, it is not a click sequence - if math.sqrt((second_event["y"] - event["y"]) ** 2 + - (second_event["x"] - event["x"]) ** 2) > 4: - break - - if second_event["action"] == "click" and second_event["pressed"]: - for k, third_event in enumerate(events[i+j+2:]): - if third_event["time_stamp"] - second_event["time_stamp"] > 0.5: - break - - if "x" in third_event and "y" in third_event: - if math.sqrt((third_event["y"] - event["y"]) ** 2 + - (third_event["x"] - event["x"]) ** 2) > 5: - break - - if third_event["action"] == "click" and third_event["pressed"]: - mouse_controller.click(button, 3) - return 2, 2 - - mouse_controller.click(button, 2) - return 1, 1 - - mouse_controller.press(button) - return 0, 0 - - if event["action"] == "move": - mouse_controller.position = (event["x"], event["y"]) - - elif event["action"] == "click": - button = name_to_button(event["button"]) - - if event["pressed"]: - if presses_to_skip == 0: - presses, releases = do_mouse_press(button) - presses_to_skip += presses - releases_to_skip += releases - - if presses > 0: - in_click_sequence = True - else: - presses_to_skip -= 1 - else: - if releases_to_skip == 0: - mouse_controller.release(button) - - if in_click_sequence: - keyboard_controller.press(Key.shift) - mouse_controller.click(Button.left) - keyboard_controller.release(Key.shift) - in_click_sequence = False - else: - releases_to_skip -= 1 - - elif event["action"] == "scroll": - if metadata["system"] == "Windows": - # for some reason on windows, pynput scroll is correct but pyautogui is not - mouse_controller.scroll(metadata["scroll_direction"] * event["dx"], metadata["scroll_direction"] * event["dy"]) - else: - pyautogui.hscroll(clicks=metadata["scroll_direction"] * event["dx"]) - pyautogui.vscroll(clicks=metadata["scroll_direction"] * event["dy"]) - - elif event["action"] in ["press", "release"]: - key = name_to_key(event["name"]) - if event["action"] == "press": - keyboard_controller.press(key) - else: - keyboard_controller.release(key) - - # sleep for the correct amount of time - - end_time = time.perf_counter() - execution_time = end_time - start_time - - if i + 1 < len(events): - desired_delay = events[i + 1]["time_stamp"] - event["time_stamp"] - delay = desired_delay - execution_time - if delay < 0: - print(f"warning: behind by {-delay * 1000:.3f} ms") - elif delay != 0: - wait_until = time.perf_counter() + delay - while time.perf_counter() < wait_until: - pass - - self.listener.stop() - -def get_latest_recording() -> str: - recordings_dir = get_recordings_dir() - if not os.path.exists(recordings_dir): - raise Exception("The recordings directory does not exist") - - recordings = [os.path.join(recordings_dir, f) for f in os.listdir(recordings_dir) if os.path.isdir(os.path.join(recordings_dir, f))] - - if len(recordings) == 0: - raise Exception("You have no recordings to play back") - - latest_recording = max(recordings, key=os.path.getctime) - - return latest_recording - -def main(): - player = Player() - - if len(sys.argv) > 1: - recording_path = sys.argv[1] - else: - recording_path = get_latest_recording() - - player.play(recording_path) - -if __name__ == "__main__": - n = 3 - print("press shift+esc to stop the playback") - print(f"starting in {n} seconds...") - time.sleep(n) - main() diff --git a/annotation/ducktrack/recorder.py b/annotation/ducktrack/recorder.py deleted file mode 100644 index 4c3d002..0000000 --- a/annotation/ducktrack/recorder.py +++ /dev/null @@ -1,145 +0,0 @@ -import json -import os -import time -from datetime import datetime -from platform import system -from queue import Queue - -from pynput import keyboard, mouse -from pynput.keyboard import KeyCode -from PyQt6.QtCore import QThread, pyqtSignal - -from .metadata import MetadataManager -from .obs_client import OBSClient -from .util import fix_windows_dpi_scaling, get_recordings_dir - - -class Recorder(QThread): - """ - Makes recordings. - """ - - recording_stopped = pyqtSignal() - - def __init__(self, natural_scrolling: bool): - super().__init__() - - if system() == "Windows": - fix_windows_dpi_scaling() - - self.recording_path = self._get_recording_path() - - self._is_recording = False - self._is_paused = False - - self.event_queue = Queue() - self.events_file = open(os.path.join(self.recording_path, "events.jsonl"), "a") - - self.metadata_manager = MetadataManager( - recording_path=self.recording_path, - natural_scrolling=natural_scrolling - ) - self.obs_client = OBSClient(recording_path=self.recording_path, - metadata=self.metadata_manager.metadata) - - self.mouse_listener = mouse.Listener( - on_move=self.on_move, - on_click=self.on_click, - on_scroll=self.on_scroll) - - self.keyboard_listener = keyboard.Listener( - on_press=self.on_press, - on_release=self.on_release) - - def on_move(self, x, y): - if not self._is_paused: - self.event_queue.put({"time_stamp": time.perf_counter(), - "action": "move", - "x": x, - "y": y}, block=False) - - def on_click(self, x, y, button, pressed): - if not self._is_paused: - self.event_queue.put({"time_stamp": time.perf_counter(), - "action": "click", - "x": x, - "y": y, - "button": button.name, - "pressed": pressed}, block=False) - - def on_scroll(self, x, y, dx, dy): - if not self._is_paused: - self.event_queue.put({"time_stamp": time.perf_counter(), - "action": "scroll", - "x": x, - "y": y, - "dx": dx, - "dy": dy}, block=False) - - def on_press(self, key): - if not self._is_paused: - self.event_queue.put({"time_stamp": time.perf_counter(), - "action": "press", - "name": key.char if type(key) == KeyCode else key.name}, block=False) - - def on_release(self, key): - if not self._is_paused: - self.event_queue.put({"time_stamp": time.perf_counter(), - "action": "release", - "name": key.char if type(key) == KeyCode else key.name}, block=False) - - def run(self): - self._is_recording = True - - self.metadata_manager.collect() - self.obs_client.start_recording() - - self.mouse_listener.start() - self.keyboard_listener.start() - - while self._is_recording: - event = self.event_queue.get() - self.events_file.write(json.dumps(event) + "\n") - - def stop_recording(self): - if self._is_recording: - self._is_recording = False - - self.metadata_manager.end_collect() - - self.mouse_listener.stop() - self.keyboard_listener.stop() - - self.obs_client.stop_recording() - self.metadata_manager.add_obs_record_state_timings(self.obs_client.record_state_events) - self.events_file.close() - self.metadata_manager.save_metadata() - - self.recording_stopped.emit() - - def pause_recording(self): - if not self._is_paused and self._is_recording: - self._is_paused = True - self.obs_client.pause_recording() - self.event_queue.put({"time_stamp": time.perf_counter(), - "action": "pause"}, block=False) - - def resume_recording(self): - if self._is_paused and self._is_recording: - self._is_paused = False - self.obs_client.resume_recording() - self.event_queue.put({"time_stamp": time.perf_counter(), - "action": "resume"}, block=False) - - def _get_recording_path(self) -> str: - recordings_dir = get_recordings_dir() - - if not os.path.exists(recordings_dir): - os.mkdir(recordings_dir) - - current_time = datetime.now().strftime("%Y-%m-%d_%H-%M-%S") - - recording_path = os.path.join(recordings_dir, f"recording-{current_time}") - os.mkdir(recording_path) - - return recording_path \ No newline at end of file diff --git a/annotation/ducktrack/util.py b/annotation/ducktrack/util.py deleted file mode 100644 index 025835b..0000000 --- a/annotation/ducktrack/util.py +++ /dev/null @@ -1,38 +0,0 @@ -import os -import platform -import subprocess -from pathlib import Path - -from pynput.keyboard import Key, KeyCode -from pynput.mouse import Button - - -def name_to_key(name: str) -> Key | KeyCode: - try: - return getattr(Key, name) - except AttributeError: - return KeyCode.from_char(name) - -def name_to_button(name: str) -> Button: - return getattr(Button, name) - -def get_recordings_dir() -> str: - documents_folder = Path.home() / 'Documents' / 'DuckTrack_Recordings' - return str(documents_folder) - -def fix_windows_dpi_scaling(): - """ - Fixes DPI scaling issues with legacy windows applications - Reference: https://pynput.readthedocs.io/en/latest/mouse.html#ensuring-consistent-coordinates-between-listener-and-controller-on-windows - """ - import ctypes - PROCESS_PER_MONITOR_DPI_AWARE = 2 - ctypes.windll.shcore.SetProcessDpiAwareness(PROCESS_PER_MONITOR_DPI_AWARE) - -def open_file(path): - if platform.system() == "Windows": - os.startfile(path) - elif platform.system() == "Darwin": - subprocess.Popen(["open", path]) - else: - subprocess.Popen(["xdg-open", path]) diff --git a/annotation/experiments/delays/delay.py b/annotation/experiments/delays/delay.py deleted file mode 100644 index 624e095..0000000 --- a/annotation/experiments/delays/delay.py +++ /dev/null @@ -1,48 +0,0 @@ -import glob - -import matplotlib.pyplot as plt -import numpy as np -import seaborn as sns -from scipy.stats import sem, t - - -def calculate_confidence_interval(data, confidence=0.95): - n = len(data) - m = np.mean(data) - std_err = sem(data) - h = std_err * t.ppf((1 + confidence) / 2, n - 1) - return m, m-h, m+h - -runs = glob.glob("run*.txt") -TOTAL_EVENTS = 22509 -percent_delays = [] -all_delays = [] - -for run in runs: - with open(run, "r") as f: - delays = [float(line.split()[3]) for line in f if float(line.split()[3]) > 0] # consider only positive delays - percent_delays.append((len(delays) / TOTAL_EVENTS) * 100) - all_delays.extend(delays) - -average_percent_delays = np.mean(percent_delays) -confidence_interval_percent_delays = calculate_confidence_interval(percent_delays) -print(f"Average percentage of delayed events across all runs: {average_percent_delays:.2f}%") -print(f"95% Confidence interval: ({confidence_interval_percent_delays[1]:.2f}%, {confidence_interval_percent_delays[2]:.2f}%)") - -if all_delays: - mean_delay = np.mean(all_delays) - confidence_interval_delays = calculate_confidence_interval(all_delays) - print(f"Mean delay time: {mean_delay:.2f}") - print(f"95% Confidence interval for delay time: ({confidence_interval_delays[1]:.2f}, {confidence_interval_delays[2]:.2f})") -else: - print("No delay data available for calculation.") - -sns.histplot(all_delays, bins=30, kde=False) -plt.xlabel('Delay Time (ms)') -plt.ylabel('Frequency') -plt.yscale('log') -plt.title('Histogram of Delay Times (macOS)') - -plt.savefig('delays.png', dpi=300) - -plt.show() diff --git a/annotation/experiments/drawing/drawing.py b/annotation/experiments/drawing/drawing.py deleted file mode 100644 index 3c1d6f0..0000000 --- a/annotation/experiments/drawing/drawing.py +++ /dev/null @@ -1,110 +0,0 @@ -import glob -import os - -import cv2 -import matplotlib.pyplot as plt -import numpy as np -import scipy.stats as stats -from skimage.metrics import structural_similarity as ssim -from tqdm import tqdm - -# use this: https://sketch.io - -def calculate_rmse(imageA, imageB): - err = np.sum((imageA - imageB) ** 2) - err /= float(imageA.shape[0] * imageA.shape[1]) - return np.sqrt(err) - -def compare_images(ground_truth_path, sample_paths): - results = [] - gt_image = cv2.imread(ground_truth_path, cv2.IMREAD_GRAYSCALE) - - if gt_image is None: - raise ValueError("Ground truth image could not be read. Please check the file path.") - - gt_image = gt_image.astype("float") / 255.0 - - for path in tqdm(sample_paths): - sample_image = cv2.imread(path, cv2.IMREAD_GRAYSCALE) - - if sample_image is None: - print(f"WARNING: Sample image at path {path} could not be read. Skipping this image.") - continue - - sample_image = sample_image.astype("float") / 255.0 - - rmse_value = calculate_rmse(gt_image, sample_image) - ssim_value, _ = ssim(gt_image, sample_image, full=True, data_range=1) # Corrected line - - diff_mask = cv2.absdiff(gt_image, sample_image) - - # plt.imshow(diff_mask * 255, cmap='gray') - # plt.title(f'Difference Mask for {os.path.basename(path)}\nRMSE: {rmse_value:.5f} - SSIM: {ssim_value:.5f}') - # plt.show() - - results.append({ - 'path': path, - 'rmse': rmse_value, - 'ssim': ssim_value, - 'diff_mask': diff_mask - }) - - return results - - -ground_truth = 'ground_truth.png' -sample_images = glob.glob("samples/*.png") - -results = compare_images(ground_truth, sample_images) - -for res in results: - print(f"Image: {res['path']} - RMSE: {res['rmse']} - SSIM: {res['ssim']}") - -def calculate_confidence_interval(data, confidence_level=0.95): - mean = np.mean(data) - sem = stats.sem(data) - df = len(data) - 1 - me = sem * stats.t.ppf((1 + confidence_level) / 2, df) - return mean - me, mean + me - -rmse_values = [res['rmse'] for res in results] -ssim_values = [res['ssim'] for res in results] - -rmse_mean = np.mean(rmse_values) -rmse_median = np.median(rmse_values) -rmse_stdev = np.std(rmse_values, ddof=1) - -ssim_mean = np.mean(ssim_values) -ssim_median = np.median(ssim_values) -ssim_stdev = np.std(ssim_values, ddof=1) - -rmse_ci = calculate_confidence_interval(rmse_values) -ssim_ci = calculate_confidence_interval(ssim_values) - -print(f"\nRMSE - Mean: {rmse_mean}, Median: {rmse_median}, Std Dev: {rmse_stdev}, 95% CI: {rmse_ci}") -print(f"SSIM - Mean: {ssim_mean}, Median: {ssim_median}, Std Dev: {ssim_stdev}, 95% CI: {ssim_ci}") - -print(f"RMSE: {rmse_mean} ± {rmse_ci[1] - rmse_mean}") -print(f"SSIM: {ssim_mean} ± {ssim_ci[1] - ssim_mean}") - -def save_average_diff_map(results, save_path='average_diff_map.png'): - if not results: - print("No results available to create an average diff map.") - return - - avg_diff_map = None - - for res in results: - if avg_diff_map is None: - avg_diff_map = np.zeros_like(res['diff_mask']) - - avg_diff_map += res['diff_mask'] - - avg_diff_map /= len(results) - - avg_diff_map = (avg_diff_map * 255).astype(np.uint8) - - cv2.imwrite(save_path, avg_diff_map) - -# Usage -save_average_diff_map(results) diff --git a/annotation/experiments/recaptcha/recaptcha.py b/annotation/experiments/recaptcha/recaptcha.py deleted file mode 100644 index f61b425..0000000 --- a/annotation/experiments/recaptcha/recaptcha.py +++ /dev/null @@ -1,4 +0,0 @@ -success = 10 -total = 10 - -print(success / total) \ No newline at end of file diff --git a/annotation/experiments/sleep_testing/calc_errors.py b/annotation/experiments/sleep_testing/calc_errors.py deleted file mode 100644 index 4e1c0ce..0000000 --- a/annotation/experiments/sleep_testing/calc_errors.py +++ /dev/null @@ -1,48 +0,0 @@ -import csv -import time - -import numpy as np -from tqdm import tqdm - - -def check_sleep(duration, sleep_function): - start = time.perf_counter() - sleep_function(duration) - end = time.perf_counter() - elapsed = end - start - return abs(elapsed - duration) - -def busy_sleep(duration): - end_time = time.perf_counter() + duration - while time.perf_counter() < end_time: - pass - -def measure_accuracy(sleep_function, durations, iterations=100): - average_errors = [] - for duration in tqdm(durations): - errors = [check_sleep(duration, sleep_function) for _ in range(iterations)] - average_error = np.mean(errors) - average_errors.append(average_error) - return average_errors - -durations = np.arange(0.001, 0.101, 0.001) # From 1ms to 100ms in 1ms increments -iterations = 100 - -sleep_errors = measure_accuracy(time.sleep, durations, iterations) -busy_sleep_errors = measure_accuracy(busy_sleep, durations, iterations) - -def save_to_csv(filename, durations, sleep_errors, busy_sleep_errors): - with open(filename, 'w', newline='') as csvfile: - fieldnames = ['duration', 'sleep_error', 'busy_sleep_error'] - writer = csv.DictWriter(csvfile, fieldnames=fieldnames) - - writer.writeheader() - for duration, sleep_error, busy_sleep_error in zip(durations, sleep_errors, busy_sleep_errors): - writer.writerow({ - 'duration': duration, - 'sleep_error': sleep_error, - 'busy_sleep_error': busy_sleep_error - }) - print("Data saved to", filename) - -save_to_csv('sleep_data.csv', durations * 1000, np.array(sleep_errors) * 1000, np.array(busy_sleep_errors) * 1000) diff --git a/annotation/experiments/sleep_testing/plot_errors.py b/annotation/experiments/sleep_testing/plot_errors.py deleted file mode 100644 index 05ff3ac..0000000 --- a/annotation/experiments/sleep_testing/plot_errors.py +++ /dev/null @@ -1,33 +0,0 @@ -import csv - -import matplotlib.pyplot as plt - - -def plot_from_csv(filename, save_plot=False): - durations = [] - sleep_errors = [] - busy_sleep_errors = [] - - with open(filename, 'r') as csvfile: - reader = csv.DictReader(csvfile) - for row in reader: - durations.append(float(row['duration'])) - sleep_errors.append(float(row['sleep_error'])) - busy_sleep_errors.append(float(row['busy_sleep_error'])) - - plt.figure(figsize=(10, 5)) - plt.plot(durations, sleep_errors, label='time.sleep()', marker='o') - plt.plot(durations, busy_sleep_errors, label='busy_sleep()', marker='x') - plt.xlabel('Desired Delay (ms)') - plt.ylabel('Average Error (ms)') - plt.title('Sleep Accuracy: time.sleep() vs Busy-Wait Loop (macOS)') - plt.legend() - plt.grid(True) - - if save_plot: - plt.savefig('sleep_accuracy_plot.png', dpi=300) - print("Plot saved as sleep_accuracy_plot.png") - - plt.show() - -plot_from_csv('sleep_data.csv', save_plot=True) diff --git a/annotation/experiments/stopwatch/stopwatch.py b/annotation/experiments/stopwatch/stopwatch.py deleted file mode 100644 index 6f61df1..0000000 --- a/annotation/experiments/stopwatch/stopwatch.py +++ /dev/null @@ -1,110 +0,0 @@ -import glob - -import matplotlib.pyplot as plt -import numpy as np -import pandas as pd -import scipy.stats as stats -import seaborn as sns - -# use this: https://www.estopwatch.net/ - -def read_file(file_path): - df = pd.read_csv(file_path) - df['Elapsed time'] = pd.to_datetime(df['Elapsed time'], errors='coerce') - return df - - -def analyze_new_error(run_df, groundtruth_df): - cumulative_errors = run_df['Elapsed time'] - groundtruth_df['Elapsed time'] - cumulative_errors_in_seconds = cumulative_errors.dt.total_seconds() - - new_errors_in_seconds = cumulative_errors_in_seconds.diff().fillna(cumulative_errors_in_seconds[0]) - new_error_points = new_errors_in_seconds[new_errors_in_seconds != 0].index.tolist() - - return new_errors_in_seconds[new_error_points] - -def calculate_statistics(errors): - if len(errors) == 0: - return { - 'mean_error': 0, - 'median_error': 0, - 'stddev_error': 0, - 'rmse_error': 0, - 'confidence_interval': (0, 0), - 'error_frequency': 0 - } - - mean_error = np.mean(errors) - median_error = np.median(errors) - stddev_error = np.std(errors) - rmse_error = np.sqrt(np.mean(np.square(errors))) - - ci_low, ci_high = stats.t.interval( - confidence=0.95, - df=len(errors) - 1, - loc=mean_error, - scale=stats.sem(errors) if len(errors) > 1 else 0 - ) - - return { - 'mean_error': mean_error, - 'median_error': median_error, - 'stddev_error': stddev_error, - 'rmse_error': rmse_error, - 'confidence_interval': (ci_low, ci_high), - } - - -def main(): - groundtruth_file = 'groundtruth.csv' - run_files = glob.glob('runs/*.csv') - - groundtruth_df = read_file(groundtruth_file) - run_dfs = {f'run{i+1}': read_file(file) for i, file in enumerate(run_files)} - - total_errors = [] - total_points = 0 - all_errors = [] - - for run, df in run_dfs.items(): - errors = analyze_new_error(df, groundtruth_df) - total_errors.extend(errors) - all_errors.extend(errors) - total_points += len(df) - - results = calculate_statistics(errors) - error_frequency = len(errors) / len(df) - - print(f"Results for {run}:") - print(f"Mean New Error: {results['mean_error']:.5f} seconds") - print(f"Median New Error: {results['median_error']:.5f} seconds") - print(f"Standard Deviation of New Error: {results['stddev_error']:.5f} seconds") - print(f"RMSE of New Error: {results['rmse_error']:.5f} seconds") - print(f"95% Confidence Interval of New Error: ({results['confidence_interval'][0]:.5f}, {results['confidence_interval'][1]:.5f}) seconds") - print(f"New Error Frequency: {error_frequency*100:.5f} %") - print('-----------------------------------------') - - total_results = calculate_statistics(total_errors) - total_error_frequency = len(total_errors) / total_points - - print("Total Statistics:") - print(f"Mean New Error: {total_results['mean_error']:.5f} seconds") - print(f"Median New Error: {total_results['median_error']:.5f} seconds") - print(f"Standard Deviation of New Error: {total_results['stddev_error']:.5f} seconds") - print(f"RMSE of New Error: {total_results['rmse_error']:.5f} seconds") - print(f"95% Confidence Interval of New Error: ({total_results['confidence_interval'][0]:.5f}, {total_results['confidence_interval'][1]:.5f}) seconds") - print(f"New Error Frequency: {total_error_frequency*100:.5f} %") - - # do plus minus - print(f"New Error: {total_results['mean_error']:.5f} ± {total_results['confidence_interval'][1] - total_results['mean_error']:.5f} seconds") - - plt.figure(figsize=(10, 5)) - sns.histplot(all_errors, bins=12, kde=False) - plt.title('Distribution of Newly Introduced Errors (macOS)') - plt.xlabel('Error Duration (seconds)') - plt.ylabel('Frequency') - plt.savefig('error_dist', dpi=300) - plt.show() - -if __name__ == "__main__": - main() diff --git a/annotation/main.py b/annotation/main.py deleted file mode 100644 index 8017e6e..0000000 --- a/annotation/main.py +++ /dev/null @@ -1,39 +0,0 @@ -import signal -import sys -import traceback - -from PyQt6.QtWidgets import QApplication - -from ducktrack import MainInterface - - -def main(): - app = QApplication(sys.argv) - app.setQuitOnLastWindowClosed(False) - signal.signal(signal.SIGINT, signal.SIG_DFL) - interface = MainInterface(app) - interface.show() - - # TODO: come up with a better error solution to this - - original_excepthook = sys.excepthook - def handle_exception(exc_type, exc_value, exc_traceback): - print("Exception type:", exc_type) - print("Exception value:", exc_value) - - trace_details = traceback.format_exception(exc_type, exc_value, exc_traceback) - trace_string = "".join(trace_details) - - print("Exception traceback:", trace_string) - - message = f"An error occurred!\n\n{exc_value}\n\n{trace_string}" - interface.display_error_message(message) - - original_excepthook(exc_type, exc_value, exc_traceback) - - sys.excepthook = handle_exception - - sys.exit(app.exec()) - -if __name__ == "__main__": - main() \ No newline at end of file diff --git a/annotation/readme_images/Screenshot 2023-06-17 220155.png b/annotation/readme_images/Screenshot 2023-06-17 220155.png deleted file mode 100644 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-PyQt6 -Pillow -screeninfo -wmi -psutil -pyinstaller \ No newline at end of file diff --git a/annotation/tests/__init__.py b/annotation/tests/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/resouce_collection/README.md b/resouce_collection/README.md deleted file mode 100644 index f130915..0000000 --- a/resouce_collection/README.md +++ /dev/null @@ -1,3 +0,0 @@ -# Resource Collection - -Manually gain some insights, then scale with careful code. diff --git a/resouce_collection/Reddit/vscode/get_vscode.py b/resouce_collection/Reddit/vscode/get_vscode.py deleted file mode 100644 index af27afe..0000000 --- a/resouce_collection/Reddit/vscode/get_vscode.py +++ /dev/null @@ -1,28 +0,0 @@ -import praw - -def search_reddit(keyword, subreddit, client_id, client_secret, user_agent, limit=10000): - # Initialize PRAW with your Reddit application credentials - reddit = praw.Reddit(client_id=client_id, - client_secret=client_secret, - user_agent=user_agent) - - # Search the specified subreddit for the keyword - results = reddit.subreddit(subreddit).search(keyword, limit=limit) - - for post in results: - print(f"Title: {post.title}") - print(f"URL: {post.url}") - print(f"Score: {post.score}") - print(f"Comments: {post.num_comments}") - print("------------------------") - -# Example usage -if __name__ == "__main__": - CLIENT_ID = 'YOUR_CLIENT_ID' - CLIENT_SECRET = 'YOUR_CLIENT_SECRET' - USER_AGENT = 'my_reddit_scraper' - - keyword = "how to" - subreddit = "vscode" - - search_reddit(keyword, subreddit, CLIENT_ID, CLIENT_SECRET, USER_AGENT) \ No newline at end of file diff --git a/resouce_collection/Reddit/vscode/result.txt b/resouce_collection/Reddit/vscode/result.txt deleted file mode 100644 index 51e7ff1..0000000 --- a/resouce_collection/Reddit/vscode/result.txt +++ /dev/null @@ -1,1227 +0,0 @@ -WARNING:praw:It appears that you are using PRAW in an asynchronous environment. -It is strongly recommended to use Async PRAW: https://asyncpraw.readthedocs.io. -See https://praw.readthedocs.io/en/latest/getting_started/multiple_instances.html#discord-bots-and-asynchronous-environments for more info. - -WARNING:praw:It appears that you are using PRAW in an asynchronous environment. -It is strongly recommended to use Async PRAW: https://asyncpraw.readthedocs.io. -See https://praw.readthedocs.io/en/latest/getting_started/multiple_instances.html#discord-bots-and-asynchronous-environments for more info. - -Title: How to run code? -URL: https://www.reddit.com/r/vscode/comments/183nyb2/how_to_run_code/ -Score: 0 -Comments: 10 ------------------------- -Title: how to disable snippet suggestion annoyance? -URL: https://www.reddit.com/r/vscode/comments/188f18d/how_to_disable_snippet_suggestion_annoyance/ -Score: 3 -Comments: 13 ------------------------- -Title: How to use multi-cursor like this? -URL: https://i.redd.it/ppa55ml4tm4c1.gif -Score: 10 -Comments: 12 ------------------------- -Title: How to calm done Pylance -URL: https://www.reddit.com/r/vscode/comments/18k7se1/how_to_calm_done_pylance/ -Score: 1 -Comments: 1 ------------------------- -Title: How to remove this suggestion? -URL: https://www.reddit.com/r/vscode/comments/18dn17f/how_to_remove_this_suggestion/ -Score: 1 -Comments: 2 ------------------------- -Title: How to switch between vscode windows easily? -URL: https://www.reddit.com/r/vscode/comments/164fiqh/how_to_switch_between_vscode_windows_easily/ -Score: 10 -Comments: 23 ------------------------- -Title: New to VScode. How to setup terminal? -URL: https://www.reddit.com/r/vscode/comments/17wyk2o/new_to_vscode_how_to_setup_terminal/ -Score: 0 -Comments: 1 ------------------------- -Title: How to untoggle obj identification (python) -URL: https://www.reddit.com/r/vscode/comments/18jzsn6/how_to_untoggle_obj_identification_python/ -Score: 2 -Comments: 3 ------------------------- -Title: How to get this theme -URL: https://i.redd.it/fr21seglb23c1.jpg -Score: 4 -Comments: 1 ------------------------- -Title: How to run code without saving it? -URL: https://www.reddit.com/r/vscode/comments/1809kef/how_to_run_code_without_saving_it/ -Score: 0 -Comments: 6 ------------------------- -Title: How to change default profile ? -URL: https://www.reddit.com/r/vscode/comments/17wmek1/how_to_change_default_profile/ -Score: 1 -Comments: 2 ------------------------- -Title: How to delete a remote branch? -URL: https://www.reddit.com/r/vscode/comments/16dqls9/how_to_delete_a_remote_branch/ -Score: 0 -Comments: 11 ------------------------- -Title: How to prevent save if untitled? -URL: https://www.reddit.com/r/vscode/comments/17jvej6/how_to_prevent_save_if_untitled/ -Score: 3 -Comments: 4 ------------------------- -Title: How to move file explorer to the secondary panel on right side? -URL: https://www.reddit.com/r/vscode/comments/1896lnw/how_to_move_file_explorer_to_the_secondary_panel/ -Score: 6 -Comments: 6 ------------------------- -Title: How to completely turn off autocomplete in VS Code? -URL: https://www.reddit.com/r/vscode/comments/18gis18/how_to_completely_turn_off_autocomplete_in_vs_code/ -Score: 0 -Comments: 8 ------------------------- -Title: How to properly execute SQL code on VSCode? -URL: https://www.reddit.com/r/vscode/comments/18legd2/how_to_properly_execute_sql_code_on_vscode/ -Score: 3 -Comments: 3 ------------------------- -Title: VSCODE Mac how to send project -URL: https://www.reddit.com/r/vscode/comments/17xcda1/vscode_mac_how_to_send_project/ -Score: 0 -Comments: 1 ------------------------- -Title: How to show folders in `CTRL + P`? -URL: https://www.reddit.com/r/vscode/comments/18g5hdi/how_to_show_folders_in_ctrl_p/ -Score: 3 -Comments: 3 ------------------------- -Title: How to get vs code to autocomplete erb tags <% %> -URL: https://www.reddit.com/r/vscode/comments/18l9hzt/how_to_get_vs_code_to_autocomplete_erb_tags/ -Score: 1 -Comments: 0 ------------------------- -Title: How to open last workspace on VSC open? -URL: https://www.reddit.com/r/vscode/comments/189a5em/how_to_open_last_workspace_on_vsc_open/ -Score: 2 -Comments: 4 ------------------------- -Title: vscode noob, how to switch between windows/wsl -URL: https://www.reddit.com/r/vscode/comments/18jv7n9/vscode_noob_how_to_switch_between_windowswsl/ -Score: 1 -Comments: 2 ------------------------- -Title: How to set up multiple PHP executable paths? -URL: https://www.reddit.com/r/vscode/comments/17gqsxg/how_to_set_up_multiple_php_executable_paths/ -Score: 2 -Comments: 9 ------------------------- -Title: How to enable the error identifier? -URL: https://www.reddit.com/r/vscode/comments/17n5qtq/how_to_enable_the_error_identifier/ -Score: 1 -Comments: 1 ------------------------- -Title: How to prevent the sidebar from opening -URL: https://www.reddit.com/r/vscode/comments/16anqq0/how_to_prevent_the_sidebar_from_opening/ -Score: 1 -Comments: 12 ------------------------- -Title: How to add these in Javascript -URL: https://i.redd.it/9pddohn998wb1.png -Score: 5 -Comments: 1 ------------------------- -Title: How to use ChatGPT/Copilot for code review? -URL: https://www.reddit.com/r/vscode/comments/14upva0/how_to_use_chatgptcopilot_for_code_review/ -Score: 8 -Comments: 26 ------------------------- -Title: How to make VS Code behave like Xcode? -URL: https://www.reddit.com/r/vscode/comments/16ep5vs/how_to_make_vs_code_behave_like_xcode/ -Score: 0 -Comments: 13 ------------------------- -Title: How To Sync User Settings (JSON) -URL: https://www.reddit.com/r/vscode/comments/16gpqnb/how_to_sync_user_settings_json/ -Score: 2 -Comments: 5 ------------------------- -Title: How to Disable Highlighting Code Snippets in Markdown? -URL: https://www.reddit.com/r/vscode/comments/17ms1dw/how_to_disable_highlighting_code_snippets_in/ -Score: 2 -Comments: 5 ------------------------- -Title: How to expand the selection to the other side with the mouse? -URL: https://www.reddit.com/r/vscode/comments/18f2z9n/how_to_expand_the_selection_to_the_other_side/ -Score: 5 -Comments: 0 ------------------------- -Title: How to exclude commented lines from search? -URL: https://www.reddit.com/r/vscode/comments/17nmxov/how_to_exclude_commented_lines_from_search/ -Score: 3 -Comments: 1 ------------------------- -Title: How to expand to full traceback -URL: https://www.reddit.com/r/vscode/comments/14w1sa3/how_to_expand_to_full_traceback/ -Score: 1 -Comments: 2 ------------------------- -Title: How to turn off XML comment insertion? -URL: https://www.reddit.com/r/vscode/comments/17hixpj/how_to_turn_off_xml_comment_insertion/ -Score: 2 -Comments: 2 ------------------------- -Title: Don't know how to fix the "Deprecated Linting Settings" message. -URL: https://www.reddit.com/r/vscode/comments/18czena/dont_know_how_to_fix_the_deprecated_linting/ -Score: 1 -Comments: 6 ------------------------- -Title: Having 51 problems in the DefaultSettings... How did I do that and how to fix this? -URL: https://www.reddit.com/r/vscode/comments/18aw7e7/having_51_problems_in_the_defaultsettings_how_did/ -Score: 1 -Comments: 2 ------------------------- -Title: How to speed up code competition in WSL2 -URL: https://www.reddit.com/r/vscode/comments/181sfp2/how_to_speed_up_code_competition_in_wsl2/ -Score: 4 -Comments: 1 ------------------------- -Title: How to enable C++ better syntax highlighting? -URL: https://www.reddit.com/r/vscode/comments/15rmqf0/how_to_enable_c_better_syntax_highlighting/ -Score: 3 -Comments: 10 ------------------------- -Title: How to run R code? -URL: https://www.reddit.com/r/vscode/comments/15p4dmx/how_to_run_r_code/ -Score: 6 -Comments: 3 ------------------------- -Title: How to stop these popups -URL: https://i.redd.it/usf4hyzvwyab1.jpg -Score: 0 -Comments: 7 ------------------------- -Title: How to disable italics for template literals? -URL: https://www.reddit.com/r/vscode/comments/17boulz/how_to_disable_italics_for_template_literals/ -Score: 1 -Comments: 2 ------------------------- -Title: Can anybody tell me how to fix this -URL: https://www.reddit.com/r/vscode/comments/16v4cs6/can_anybody_tell_me_how_to_fix_this/ -Score: 0 -Comments: 8 ------------------------- -Title: How to make hotkey to convert spaces to tabs? -URL: https://www.reddit.com/r/vscode/comments/14pdny1/how_to_make_hotkey_to_convert_spaces_to_tabs/ -Score: 1 -Comments: 5 ------------------------- -Title: How to see PHP output in the browser? -URL: https://www.reddit.com/r/vscode/comments/162klpa/how_to_see_php_output_in_the_browser/ -Score: 6 -Comments: 11 ------------------------- -Title: How to delete a remote branch? -URL: https://www.reddit.com/r/vscode/comments/16di1vg/how_to_delete_a_remote_branch/ -Score: 2 -Comments: 3 ------------------------- -Title: How to Highlight current file and folders in VSCode? -URL: https://www.reddit.com/r/vscode/comments/18ds1m6/how_to_highlight_current_file_and_folders_in/ -Score: 4 -Comments: 1 ------------------------- -Title: How to switch focus between terminal and editor? -URL: https://www.reddit.com/r/vscode/comments/1796vvh/how_to_switch_focus_between_terminal_and_editor/ -Score: 1 -Comments: 5 ------------------------- -Title: how to fix (Im new to VS Code) -URL: https://www.reddit.com/r/vscode/comments/15q1po7/how_to_fix_im_new_to_vs_code/ -Score: 0 -Comments: 2 ------------------------- -Title: How to Remove Horizontal Lines in Markdown Preview? -URL: https://www.reddit.com/r/vscode/comments/17mpced/how_to_remove_horizontal_lines_in_markdown_preview/ -Score: 3 -Comments: 2 ------------------------- -Title: how to combine 2 themes -URL: https://www.reddit.com/r/vscode/comments/165j8qc/how_to_combine_2_themes/ -Score: 1 -Comments: 0 ------------------------- -Title: Window resizing is laggy on mac, how to fix that? -URL: https://v.redd.it/gp4pgn11cg5a1 -Score: 37 -Comments: 46 ------------------------- -Title: Can someone clarify how to get the updated Github Copilot in vscode? -URL: https://www.reddit.com/r/vscode/comments/18gbcca/can_someone_clarify_how_to_get_the_updated_github/ -Score: 0 -Comments: 9 ------------------------- -Title: Any idea on how to launch & attach to qemu-system-x86_64? (MSYS2) -URL: https://www.reddit.com/r/vscode/comments/18inluz/any_idea_on_how_to_launch_attach_to_qemusystemx86/ -Score: 1 -Comments: 1 ------------------------- -Title: Can't figure out how to run tests in java (explanation in comments) -URL: https://v.redd.it/sebf4zlzocvb1 -Score: 2 -Comments: 17 ------------------------- -Title: How to run 'pytest' without needing to type 'python -m pytest'? -URL: https://www.reddit.com/r/vscode/comments/16zv0vz/how_to_run_pytest_without_needing_to_type_python/ -Score: 1 -Comments: 2 ------------------------- -Title: (Beginner) How to program VSC? -URL: https://www.reddit.com/r/vscode/comments/1258prp/beginner_how_to_program_vsc/ -Score: 0 -Comments: 12 ------------------------- -Title: How to console.error to be displayed as red in Terminal? -URL: https://www.reddit.com/r/vscode/comments/16y7spu/how_to_consoleerror_to_be_displayed_as_red_in/ -Score: 1 -Comments: 2 ------------------------- -Title: How to delete a remote branch? -URL: https://www.reddit.com/r/vscode/comments/16dmhfh/how_to_delete_a_remote_branch/ -Score: 1 -Comments: 0 ------------------------- -Title: How to activate automatic suggestions for Python code -URL: https://www.reddit.com/r/vscode/comments/17j1wy6/how_to_activate_automatic_suggestions_for_python/ -Score: 1 -Comments: 0 ------------------------- -Title: How to get Clion like function description in VS code? 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-URL: https://www.reddit.com/r/vscode/comments/18218mb/test_explorer_ui_extension_how_to_disable/ -Score: 1 -Comments: 2 ------------------------- -Title: How to peek multiple definitions similar to VS2019? -URL: https://www.reddit.com/r/vscode/comments/1551bp6/how_to_peek_multiple_definitions_similar_to_vs2019/ -Score: 1 -Comments: 0 ------------------------- -Title: How to get this type of tooltip in VSCode? -URL: https://www.reddit.com/r/vscode/comments/16ili98/how_to_get_this_type_of_tooltip_in_vscode/ -Score: 0 -Comments: 7 ------------------------- -Title: in vscode how to customize the some syntax highlighting ? -URL: https://www.reddit.com/r/vscode/comments/17xmank/in_vscode_how_to_customize_the_some_syntax/ -Score: 1 -Comments: 2 ------------------------- -Title: How to reformat comments? -URL: https://www.reddit.com/r/vscode/comments/13vasga/how_to_reformat_comments/ -Score: 1 -Comments: 2 ------------------------- -Title: How to load custom profile(init file) for your terminal -URL: https://www.reddit.com/r/vscode/comments/17kyuer/how_to_load_custom_profileinit_file_for_your/ -Score: 2 -Comments: 4 ------------------------- -Title: How to compile C++ in vscode? -URL: https://www.reddit.com/r/vscode/comments/14dgm0p/how_to_compile_c_in_vscode/ -Score: 2 -Comments: 6 ------------------------- -Title: How to Drag and Drop Files to remote-ssh on Windows -URL: https://www.reddit.com/r/vscode/comments/16s8luy/how_to_drag_and_drop_files_to_remotessh_on_windows/ -Score: 0 -Comments: 0 ------------------------- -Title: How to make the cursor focus automatically switch to the terminal after clicking the run button -URL: https://www.reddit.com/r/vscode/comments/18bxxhk/how_to_make_the_cursor_focus_automatically_switch/ -Score: 3 -Comments: 3 ------------------------- -Title: How to solve this error ? -URL: https://www.reddit.com/r/vscode/comments/141edqn/how_to_solve_this_error/ -Score: 0 -Comments: 7 ------------------------- -Title: How to to always force 'Run Without Debugging' to Output to the Debug Console? -URL: https://www.reddit.com/r/vscode/comments/16h5n4f/how_to_to_always_force_run_without_debugging_to/ -Score: 1 -Comments: 0 ------------------------- -Title: How to install Copilot on visual studio 2017 -URL: https://www.reddit.com/r/vscode/comments/16vsv9q/how_to_install_copilot_on_visual_studio_2017/ -Score: 0 -Comments: 1 ------------------------- -Title: how to make vscode ignore certain code errors -URL: https://www.reddit.com/r/vscode/comments/14bkedl/how_to_make_vscode_ignore_certain_code_errors/ -Score: 1 -Comments: 12 ------------------------- -Title: How to run selected file in Vscode -URL: https://www.reddit.com/r/vscode/comments/164map2/how_to_run_selected_file_in_vscode/ -Score: 1 -Comments: 1 ------------------------- -Title: How to provide alternate LLDB backend to CodeLLDB? 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-URL: https://www.reddit.com/r/vscode/comments/161wnar/how_to_display_the_docstring_in_autocomplete/ -Score: 1 -Comments: 0 ------------------------- -Title: How to create custom aliases for terminal? -URL: https://www.reddit.com/r/vscode/comments/14s3497/how_to_create_custom_aliases_for_terminal/ -Score: 1 -Comments: 5 ------------------------- -Title: How to Use cpp 23 in vs code studio -URL: https://www.reddit.com/r/vscode/comments/1619dri/how_to_use_cpp_23_in_vs_code_studio/ -Score: 1 -Comments: 6 ------------------------- -Title: How to customize the symbol icon in the outline view? -URL: https://www.reddit.com/r/vscode/comments/17rcxsf/how_to_customize_the_symbol_icon_in_the_outline/ -Score: 1 -Comments: 0 ------------------------- -Title: How to activate intellisense for R? -URL: https://www.reddit.com/r/vscode/comments/15977tk/how_to_activate_intellisense_for_r/ -Score: 1 -Comments: 0 ------------------------- -Title: How to setup vscode C++ intellisense to use gcc compiler? -URL: https://www.reddit.com/r/vscode/comments/14it02x/how_to_setup_vscode_c_intellisense_to_use_gcc/ -Score: 3 -Comments: 4 ------------------------- -Title: How to format workflows/actions on save in VS Code? 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How to fix it? -URL: https://v.redd.it/obl8vl05v8391 -Score: 56 -Comments: 47 ------------------------- -Title: How to show C++ warnings in code? -URL: https://www.reddit.com/r/vscode/comments/15p04ej/how_to_show_c_warnings_in_code/ -Score: 4 -Comments: 0 ------------------------- -Title: How to use Read-Only mode? -URL: https://www.reddit.com/r/vscode/comments/151l6iq/how_to_use_readonly_mode/ -Score: 0 -Comments: 0 ------------------------- -WARNING:praw:It appears that you are using PRAW in an asynchronous environment. -It is strongly recommended to use Async PRAW: https://asyncpraw.readthedocs.io. -See https://praw.readthedocs.io/en/latest/getting_started/multiple_instances.html#discord-bots-and-asynchronous-environments for more info. - -Title: How to use the code snippets properly -URL: https://www.reddit.com/r/vscode/comments/14yn2bq/how_to_use_the_code_snippets_properly/ -Score: 1 -Comments: 3 ------------------------- -Title: How to update flatpak? -URL: https://www.reddit.com/r/vscode/comments/12dehmx/how_to_update_flatpak/ -Score: 2 -Comments: 2 ------------------------- -Title: How to jump past the auto-completed ending tag -URL: https://www.reddit.com/r/vscode/comments/1622ydb/how_to_jump_past_the_autocompleted_ending_tag/ -Score: 7 -Comments: 3 ------------------------- -Title: How to edit mardown visually -URL: https://www.reddit.com/r/vscode/comments/11otish/how_to_edit_mardown_visually/ -Score: 1 -Comments: 7 ------------------------- -Title: How to keep both the terminal and code editor visible when toggling between them -URL: https://v.redd.it/tc8jhdr48v4c1 -Score: 0 -Comments: 6 ------------------------- -Title: How to disable quote highlighting in .properties files. -URL: https://www.reddit.com/r/vscode/comments/14xcxr4/how_to_disable_quote_highlighting_in_properties/ -Score: 1 -Comments: 5 ------------------------- -Title: How to set a different terminal profile for debugpy? 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-URL: https://www.reddit.com/r/vscode/comments/16uw2c0/how_to_put_commas_and_periods_in_a_specific_format/ -Score: 0 -Comments: 1 ------------------------- -Title: How to set different textMateRules in vscode settings.json? -URL: https://www.reddit.com/r/vscode/comments/17c5oxy/how_to_set_different_textmaterules_in_vscode/ -Score: 1 -Comments: 1 ------------------------- -Title: [Q] How to run bash commands in vscode terminal? -URL: https://www.reddit.com/r/vscode/comments/15nhjso/q_how_to_run_bash_commands_in_vscode_terminal/ -Score: 2 -Comments: 3 ------------------------- -Title: How To Remove Console Statements From Production Build | Various Ways To remove Console logs | -URL: https://youtu.be/Rtz2FoSaBHc -Score: 0 -Comments: 0 ------------------------- -Title: How To Migrate Create React App Project To Vite Project | CRA Project To Vite Project | Rethinkingui -URL: https://youtu.be/YzY-svDaYho -Score: 0 -Comments: 0 ------------------------- -Title: anyone know how to stop this spam? -URL: https://i.redd.it/8wkuyfy10p081.png -Score: 52 -Comments: 38 ------------------------- -Title: Textmate like highlights in vscode...how to do it? -URL: https://www.reddit.com/r/vscode/comments/168nend/textmate_like_highlights_in_vscodehow_to_do_it/ -Score: 0 -Comments: 0 ------------------------- -Title: How to make sure VSC Copilot views all code cells in Jupyter Notebook -URL: https://www.reddit.com/r/vscode/comments/18cnhou/how_to_make_sure_vsc_copilot_views_all_code_cells/ -Score: 0 -Comments: 0 ------------------------- -Title: How to automatically startup all my integrated terminals on startup? -URL: https://www.reddit.com/r/vscode/comments/16klopk/how_to_automatically_startup_all_my_integrated/ -Score: 3 -Comments: 1 ------------------------- -Title: When i ssh via remote ssh i got "failed to initialize w32posix wrapper", how to fix? -URL: https://www.reddit.com/r/vscode/comments/17l8vz4/when_i_ssh_via_remote_ssh_i_got_failed_to/ -Score: 1 -Comments: 0 ------------------------- -Title: How to collapse code to 1 line? Or how to set up Explicit Folding? -URL: https://www.reddit.com/r/vscode/comments/x2d6ej/how_to_collapse_code_to_1_line_or_how_to_set_up/ -Score: 1 -Comments: 2 ------------------------- -Title: How to install windows SDK in VS2023? -URL: https://www.reddit.com/r/vscode/comments/14sl6bo/how_to_install_windows_sdk_in_vs2023/ -Score: 1 -Comments: 0 ------------------------- -Title: How to disable vscode scrolling vertically to the left when I click on a new line? -URL: https://www.reddit.com/r/vscode/comments/16s0eh2/how_to_disable_vscode_scrolling_vertically_to_the/ -Score: 2 -Comments: 4 ------------------------- -Title: How to put multiple functions in one with multiple variables. -URL: https://www.reddit.com/r/vscode/comments/15xr0uo/how_to_put_multiple_functions_in_one_with/ -Score: 0 -Comments: 4 ------------------------- -Title: How to specify a conda environment in settings.json? -URL: https://www.reddit.com/r/vscode/comments/164az6b/how_to_specify_a_conda_environment_in_settingsjson/ -Score: 1 -Comments: 0 ------------------------- -Title: How to change the directory colour in the VS Code Bash terminal? -URL: https://www.reddit.com/r/vscode/comments/17h647b/how_to_change_the_directory_colour_in_the_vs_code/ -Score: 0 -Comments: 2 ------------------------- -Title: Python: how to execute current code block w/o selecting it? -URL: https://www.reddit.com/r/vscode/comments/16ulluo/python_how_to_execute_current_code_block_wo/ -Score: 3 -Comments: 2 ------------------------- -Title: How to remove this -URL: https://www.reddit.com/r/vscode/comments/119nxtm/how_to_remove_this/ -Score: 0 -Comments: 2 ------------------------- -Title: How to access VSCode live server on public wifi network? -URL: https://www.reddit.com/r/vscode/comments/15tfhyw/how_to_access_vscode_live_server_on_public_wifi/ -Score: 0 -Comments: 4 ------------------------- -Title: How to prevent VS Code 'Step Into' debugger option from stepping into std library functions? -URL: https://www.reddit.com/r/vscode/comments/184t5x6/how_to_prevent_vs_code_step_into_debugger_option/ -Score: 5 -Comments: 6 ------------------------- -Title: PSA: How to disable Roslyn suggestions/blue squiggly lines -URL: https://www.reddit.com/r/vscode/comments/15jnnmi/psa_how_to_disable_roslyn_suggestionsblue/ -Score: 10 -Comments: 1 ------------------------- -Title: How to stop highlighting after snippets -URL: https://www.reddit.com/r/vscode/comments/13qxja1/how_to_stop_highlighting_after_snippets/ -Score: 4 -Comments: 0 ------------------------- -Title: how to set up pytest for subdirectory? Pytest Discovery Error -URL: https://www.reddit.com/r/vscode/comments/15aj51p/how_to_set_up_pytest_for_subdirectory_pytest/ -Score: 1 -Comments: 6 ------------------------- -Title: How to customize hint / info / warning / error squiggles -URL: https://www.reddit.com/r/vscode/comments/177u9ke/how_to_customize_hint_info_warning_error_squiggles/ -Score: 1 -Comments: 0 ------------------------- -Title: How to configure VScode to show erros -URL: https://www.reddit.com/r/vscode/comments/114tm9g/how_to_configure_vscode_to_show_erros/ -Score: 2 -Comments: 2 ------------------------- -Title: How to make "Shift+Enter" in VSCode's Jupyter act like Jupyter Lab? -URL: https://www.reddit.com/r/vscode/comments/175y6w9/how_to_make_shiftenter_in_vscodes_jupyter_act/ -Score: 1 -Comments: 3 ------------------------- -Title: [Unity C# Coding] How to change the color of a particular word automatically ? -URL: https://www.reddit.com/r/vscode/comments/18cya1e/unity_c_coding_how_to_change_the_color_of_a/ -Score: 2 -Comments: 1 ------------------------- -Title: how to disable suggestion of letter 'T' in C#? -URL: https://i.redd.it/ritn8ti7l5ka1.png -Score: 32 -Comments: 13 ------------------------- -Title: How to enable the Vscode Editor Groups, I've disenabled it mistakenly ? -URL: https://www.reddit.com/r/vscode/comments/17fh8g9/how_to_enable_the_vscode_editor_groups_ive/ -Score: 0 -Comments: 1 ------------------------- -Title: How to remove Ghost text -URL: https://www.reddit.com/r/vscode/comments/1289vv7/how_to_remove_ghost_text/ -Score: 0 -Comments: 1 ------------------------- -Title: In vscode C# how to disable annoying ML model suggestions? -URL: https://www.reddit.com/r/vscode/comments/15qoa5d/in_vscode_c_how_to_disable_annoying_ml_model/ -Score: 1 -Comments: 3 ------------------------- -Title: Anyone know how to password protect Jupyter notebooks? -URL: https://www.reddit.com/r/vscode/comments/13fclk1/anyone_know_how_to_password_protect_jupyter/ -Score: 2 -Comments: 6 ------------------------- -Title: How to console.log when I press TAB? There is an entry named "abc log" which prevents me to quickly create console.log with TAB? How can I edit this behavior? -URL: https://i.redd.it/z65yai562kub1.png -Score: 9 -Comments: 4 ------------------------- -Title: My terminal is gone after new update. How to fix this -URL: https://i.redd.it/5dntoysdmq5b1.png -Score: 16 -Comments: 11 ------------------------- -Title: how to fix this -URL: https://www.reddit.com/r/vscode/comments/zq0i55/how_to_fix_this/ -Score: 3 -Comments: 4 ------------------------- -Title: How to scroll through Intellisense documentation in Vim mode? -URL: https://www.reddit.com/r/vscode/comments/15pb1xe/how_to_scroll_through_intellisense_documentation/ -Score: 3 -Comments: 0 ------------------------- -Title: How to remove top titlebar in VSCode? -URL: https://www.reddit.com/r/vscode/comments/133063l/how_to_remove_top_titlebar_in_vscode/ -Score: 2 -Comments: 4 ------------------------- -Title: How to scroll up line by line on the terminal? -URL: https://www.reddit.com/r/vscode/comments/163zhp8/how_to_scroll_up_line_by_line_on_the_terminal/ -Score: 3 -Comments: 1 ------------------------- -Title: How to make VScode auto-focus back to the editor AFTER code has done running in the terminal? -URL: https://www.reddit.com/r/vscode/comments/16po30r/how_to_make_vscode_autofocus_back_to_the_editor/ -Score: 3 -Comments: 7 ------------------------- -Title: How to stop this? -URL: https://www.reddit.com/r/vscode/comments/11e8dyy/how_to_stop_this/ -Score: 0 -Comments: 0 ------------------------- -Title: How to place repetitive code in VScode -URL: https://www.reddit.com/r/vscode/comments/131wn42/how_to_place_repetitive_code_in_vscode/ -Score: 0 -Comments: 4 ------------------------- -Title: How to fix my code runner -URL: https://i.redd.it/wg8x8efejdpa1.png -Score: 0 -Comments: 4 ------------------------- -Title: How to Turn Off Semantic Highlighting in Pylance -URL: https://www.reddit.com/r/vscode/comments/140ulch/how_to_turn_off_semantic_highlighting_in_pylance/ -Score: 5 -Comments: 3 ------------------------- -Title: How to reorder suggestions or exclude some variants in Emmet? -URL: https://www.reddit.com/r/vscode/comments/15qqzq2/how_to_reorder_suggestions_or_exclude_some/ -Score: 2 -Comments: 2 ------------------------- -Title: How to get focus border? -URL: https://www.reddit.com/r/vscode/comments/10c97my/how_to_get_focus_border/ -Score: 7 -Comments: 5 ------------------------- -Title: How to remove the path bar at the top? -URL: https://www.reddit.com/r/vscode/comments/154dxr1/how_to_remove_the_path_bar_at_the_top/ -Score: 6 -Comments: 1 ------------------------- -Title: How to close the Debug Console window -URL: https://www.reddit.com/r/vscode/comments/13equ2s/how_to_close_the_debug_console_window/ -Score: 4 -Comments: 2 ------------------------- -Title: How to preface launch.json with a few commands (to run go program as root)? -URL: https://www.reddit.com/r/vscode/comments/16khd52/how_to_preface_launchjson_with_a_few_commands_to/ -Score: 2 -Comments: 0 ------------------------- -Title: VSCode extension consuming too much power, how to figure out which particular extension is this? -URL: https://www.reddit.com/r/vscode/comments/17cki9t/vscode_extension_consuming_too_much_power_how_to/ -Score: 7 -Comments: 8 ------------------------- -Title: How to effectively use Js debugger -URL: https://www.reddit.com/r/vscode/comments/yy8d0w/how_to_effectively_use_js_debugger/ -Score: 4 -Comments: 11 ------------------------- -Title: How to undo a ctrl + z in vs code? -URL: https://www.reddit.com/r/vscode/comments/13u7qfz/how_to_undo_a_ctrl_z_in_vs_code/ -Score: 5 -Comments: 9 ------------------------- -Title: How to forward environment variables from shell I to launch.json -URL: https://www.reddit.com/r/vscode/comments/137u5uo/how_to_forward_environment_variables_from_shell_i/ -Score: 4 -Comments: 3 ------------------------- -Title: How to run a Palette command on all the Workspace Search matches? -URL: https://www.reddit.com/r/vscode/comments/17379jo/how_to_run_a_palette_command_on_all_the_workspace/ -Score: 1 -Comments: 1 ------------------------- -Title: How to have bold brackets/parens? -URL: https://www.reddit.com/r/vscode/comments/110ncja/how_to_have_bold_bracketsparens/ -Score: 18 -Comments: 4 ------------------------- -Title: How to make text align start at orange line in vscode? -URL: https://www.reddit.com/gallery/153kizo -Score: 0 -Comments: 7 ------------------------- -Title: [HELP] How to delete or reset all synced / backed up settings on GitHub? -URL: https://www.reddit.com/r/vscode/comments/17m4y26/help_how_to_delete_or_reset_all_synced_backed_up/ -Score: 2 -Comments: 6 ------------------------- -Title: Discord Bot Course | How To Code Discord Bot Using Javascript | Rethinkingui | -URL: https://www.youtube.com/playlist?list=PL20fyMtMStyGGHWWZdABrDgDfLIM3Melv -Score: 0 -Comments: 0 ------------------------- -Title: How to expand intellisense type hints? -URL: https://www.reddit.com/r/vscode/comments/12idy6y/how_to_expand_intellisense_type_hints/ -Score: 1 -Comments: 1 ------------------------- -Title: How to get focus border on terminal and panes and explorer? -URL: https://www.reddit.com/r/vscode/comments/16lrp7c/how_to_get_focus_border_on_terminal_and_panes_and/ -Score: 1 -Comments: 0 ------------------------- -Title: How to enable this customization setting in vscode ? -URL: https://www.reddit.com/r/vscode/comments/14pde4f/how_to_enable_this_customization_setting_in_vscode/ -Score: 2 -Comments: 2 ------------------------- -Title: How to make a .c file auto format -URL: https://www.reddit.com/r/vscode/comments/13xczsw/how_to_make_a_c_file_auto_format/ -Score: 1 -Comments: 2 ------------------------- -Title: How to recover cached files -URL: https://www.reddit.com/r/vscode/comments/11immrs/how_to_recover_cached_files/ -Score: 8 -Comments: 0 ------------------------- -Title: How to change start of vs code terminal directory path to current working space -URL: https://www.reddit.com/r/vscode/comments/15pbptx/how_to_change_start_of_vs_code_terminal_directory/ -Score: 0 -Comments: 0 ------------------------- -Title: VSCode PowerShell Debugger - How to pass command line arguments to the PowerShell process -URL: https://www.reddit.com/r/vscode/comments/16n6ley/vscode_powershell_debugger_how_to_pass_command/ -Score: 1 -Comments: 0 ------------------------- -Title: How to trigger this by keyboard? -URL: https://www.reddit.com/r/vscode/comments/123e3p2/how_to_trigger_this_by_keyboard/ -Score: 2 -Comments: 1 ------------------------- -Title: How to set the foreground of text and icons in the terminal panel? -URL: https://www.reddit.com/r/vscode/comments/179bh11/how_to_set_the_foreground_of_text_and_icons_in/ -Score: 2 -Comments: 1 ------------------------- -Title: How to make VS code set up reproducible? -URL: https://www.reddit.com/r/vscode/comments/sil0vu/how_to_make_vs_code_set_up_reproducible/ -Score: 24 -Comments: 34 ------------------------- -Title: How to get VS Code to be more stable when working with a codebase remotely with Vagrant? -URL: https://www.reddit.com/r/vscode/comments/16znxma/how_to_get_vs_code_to_be_more_stable_when_working/ -Score: 1 -Comments: 0 ------------------------- -Title: How to disable intellisense for markdown files? -URL: https://www.reddit.com/r/vscode/comments/125s7xd/how_to_disable_intellisense_for_markdown_files/ -Score: 11 -Comments: 2 ------------------------- -Title: How to open folders in android storage -URL: https://www.reddit.com/r/vscode/comments/131j67f/how_to_open_folders_in_android_storage/ -Score: 0 -Comments: 1 ------------------------- -Title: How to get tree-sitter based highlighting/folding/etc. work on VScode? -URL: https://www.reddit.com/r/vscode/comments/16ugmxg/how_to_get_treesitter_based/ -Score: 1 -Comments: 0 ------------------------- -Title: How to set Jedi as language server for Python? -URL: https://www.reddit.com/r/vscode/comments/13k2qm4/how_to_set_jedi_as_language_server_for_python/ -Score: 8 -Comments: 4 ------------------------- -Title: How to open VS Code like how Visual Studio 2019 open? -URL: https://www.reddit.com/r/vscode/comments/109460g/how_to_open_vs_code_like_how_visual_studio_2019/ -Score: 0 -Comments: 2 ------------------------- -Title: How to Anonomize a mac address -URL: https://www.reddit.com/r/vscode/comments/11mqq1b/how_to_anonomize_a_mac_address/ -Score: 0 -Comments: 2 ------------------------- -Title: How to let vscode always open a specific file extension in an external app? -URL: https://www.reddit.com/r/vscode/comments/17em1hs/how_to_let_vscode_always_open_a_specific_file/ -Score: 2 -Comments: 2 ------------------------- -Title: TLDR Question: how to switch between editor and terminal without a mouse? -URL: https://www.reddit.com/r/vscode/comments/131shdm/tldr_question_how_to_switch_between_editor_and/ -Score: 30 -Comments: 12 ------------------------- -Title: How to set Git Bash as default terminal (3 ways) -URL: https://www.reddit.com/r/vscode/comments/14gfc1z/how_to_set_git_bash_as_default_terminal_3_ways/ -Score: 0 -Comments: 4 ------------------------- -Title: How to turn off greying out text when a macro isn't defined? -URL: https://www.reddit.com/r/vscode/comments/16gx18o/how_to_turn_off_greying_out_text_when_a_macro/ -Score: 1 -Comments: 1 ------------------------- -Title: How to hide the full path of your working directory in Visual Studio Code? -URL: https://www.reddit.com/r/vscode/comments/16r4jfo/how_to_hide_the_full_path_of_your_working/ -Score: 2 -Comments: 5 ------------------------- -Title: How to find tasks.json file to edit compiler settings? -URL: https://i.redd.it/rmp0kyfn7jda1.jpg -Score: 3 -Comments: 6 ------------------------- -Title: How to create beautiful vscode window screenshots ? -URL: https://www.reddit.com/r/vscode/comments/13ofv4q/how_to_create_beautiful_vscode_window_screenshots/ -Score: 0 -Comments: 1 ------------------------- -Title: how to set vs-code color theme and syntax highlighting separately -URL: https://www.reddit.com/r/vscode/comments/15ks84k/how_to_set_vscode_color_theme_and_syntax/ -Score: 1 -Comments: 2 ------------------------- -Title: How to change secondary suggest widget font size -URL: https://www.reddit.com/r/vscode/comments/13y20hr/how_to_change_secondary_suggest_widget_font_size/ -Score: 0 -Comments: 0 ------------------------- -Title: How to add the yeoman code generator to VS code? -URL: https://www.reddit.com/r/vscode/comments/12jero7/how_to_add_the_yeoman_code_generator_to_vs_code/ -Score: 0 -Comments: 0 ------------------------- -Title: Need help on how to setup debug in vscode -URL: https://www.reddit.com/r/vscode/comments/14bx5ju/need_help_on_how_to_setup_debug_in_vscode/ -Score: 3 -Comments: 1 ------------------------- -Title: How to remove all the unnecessary text? -URL: https://www.reddit.com/r/vscode/comments/1186e5k/how_to_remove_all_the_unnecessary_text/ -Score: 1 -Comments: 4 ------------------------- -Title: How to zoom fonts persistently? -URL: https://www.reddit.com/r/vscode/comments/zmky7x/how_to_zoom_fonts_persistently/ -Score: 1 -Comments: 4 ------------------------- -Title: How to reset vscode to default settings completely ? -URL: https://www.reddit.com/r/vscode/comments/10jg6dk/how_to_reset_vscode_to_default_settings_completely/ -Score: 4 -Comments: 3 ------------------------- -Title: How to create custom Explorer context menu commands? -URL: https://www.reddit.com/r/vscode/comments/13f6uaj/how_to_create_custom_explorer_context_menu/ -Score: 5 -Comments: 1 ------------------------- -Title: how to make Output in VSCode show only the result of the Java code? -URL: https://www.reddit.com/r/vscode/comments/17aund0/how_to_make_output_in_vscode_show_only_the_result/ -Score: 0 -Comments: 2 ------------------------- -Title: How To Choose Your Python 🐍 Interpreter In VS code -URL: https://v.redd.it/g89jt08xewza1 -Score: 0 -Comments: 7 ------------------------- -Title: how to change tab moving mode -URL: https://www.reddit.com/r/vscode/comments/1155iyp/how_to_change_tab_moving_mode/ -Score: 3 -Comments: 1 ------------------------- -Title: How to apply new vscode update -URL: https://www.reddit.com/r/vscode/comments/10s8khx/how_to_apply_new_vscode_update/ -Score: 3 -Comments: 3 ------------------------- -Title: How to force Python to use Interactive Window without Jupyter? -URL: https://www.reddit.com/r/vscode/comments/11zgu1s/how_to_force_python_to_use_interactive_window/ -Score: 1 -Comments: 1 ------------------------- -Title: How to color directory expanders? -URL: https://www.reddit.com/r/vscode/comments/z6ujeb/how_to_color_directory_expanders/ -Score: 2 -Comments: 4 ------------------------- -Title: How to run C code without debugging? -URL: https://www.reddit.com/r/vscode/comments/10ofwph/how_to_run_c_code_without_debugging/ -Score: 3 -Comments: 5 ------------------------- -Title: How to Expand all folder in Explorer view ? -URL: https://www.reddit.com/r/vscode/comments/1318qxx/how_to_expand_all_folder_in_explorer_view/ -Score: 10 -Comments: 3 ------------------------- -Title: how can i do this? (i downloaded Indent-Rainbow extension but didn't know how to make it like this ) -URL: https://i.redd.it/4v5cj4m0w4na1.jpg -Score: 44 -Comments: 8 ------------------------- -Title: How to get Java formatter to correct non-camelcase naming? -URL: https://www.reddit.com/r/vscode/comments/10y0yr5/how_to_get_java_formatter_to_correct_noncamelcase/ -Score: 2 -Comments: 3 ------------------------- -Title: How do I add colors to JSDoc? Other examples I see online have highlighting but I can't seem to find any straightforward resource on how-to? -URL: https://i.redd.it/gpdq8g9d80ta1.png -Score: 1 -Comments: 3 ------------------------- -Title: Hey someone know how to remove only this kind of suggestion ? -URL: https://www.reddit.com/r/vscode/comments/15zih0j/hey_someone_know_how_to_remove_only_this_kind_of/ -Score: 0 -Comments: 1 ------------------------- -Title: Why & How To Use CSS Preprocessor | CSS Preprocessor Tutorials For Beginners | Rethinkingui | -URL: https://youtu.be/tkVurtNLiAw -Score: 1 -Comments: 0 ------------------------- -Title: why is there so much space before showing my output and how to fix it???? -URL: https://i.redd.it/tk34wv8ijsvb1.png -Score: 2 -Comments: 2 ------------------------- -Title: Step-by-Step: How to Setup Copilot Chat in VS Code -URL: https://techcommunity.microsoft.com/t5/educator-developer-blog/step-by-step-how-to-setup-copilot-chat-in-vs-code/ba-p/3849227?WT.mc_id=academic-99253-abartolo -Score: 2 -Comments: 4 ------------------------- -Title: How to disable color highlighting in selectors? -URL: https://i.redd.it/wgtwhvk5aen91.jpg -Score: 48 -Comments: 9 ------------------------- -Title: How to Ignore a Collapsed Code Block While Copying in VS Code? -URL: https://www.reddit.com/r/vscode/comments/15jsyo1/how_to_ignore_a_collapsed_code_block_while/ -Score: 1 -Comments: 2 ------------------------- -Title: I'm using JetBrains Mono font and the symbol still look like this in vscode. How to fix this? -URL: https://i.redd.it/qo9pincuas5c1.png -Score: 8 -Comments: 5 ------------------------- -Title: How to run Js code in Vs code terminal (Linux) -URL: https://www.reddit.com/r/vscode/comments/11n008x/how_to_run_js_code_in_vs_code_terminal_linux/ -Score: 0 -Comments: 10 ------------------------- -Title: How To Run Live Server (or preview in browser) In Live Share -URL: https://www.reddit.com/r/vscode/comments/15qx1z7/how_to_run_live_server_or_preview_in_browser_in/ -Score: 1 -Comments: 1 ------------------------- -Title: How To Use Prettier In VS Code | Code Formatting With Prettier | Rethinking ui | -URL: https://youtu.be/4f7ILpQXwVQ -Score: 1 -Comments: 0 ------------------------- -Title: How to Run Assembly in VScode ? -URL: https://www.reddit.com/r/vscode/comments/10oq0gb/how_to_run_assembly_in_vscode/ -Score: 2 -Comments: 4 ------------------------- -Title: How to change compiler used? -URL: https://www.reddit.com/r/vscode/comments/yxov1l/how_to_change_compiler_used/ -Score: 1 -Comments: 3 ------------------------- -Title: Vs code Java. How to export & import Jar.file? -URL: https://www.reddit.com/r/vscode/comments/14kwyyn/vs_code_java_how_to_export_import_jarfile/ -Score: 0 -Comments: 0 ------------------------- -Title: Need advice on how to take notes or tasks or workflow -URL: https://www.reddit.com/r/vscode/comments/147iroy/need_advice_on_how_to_take_notes_or_tasks_or/ -Score: 0 -Comments: 4 ------------------------- -Title: How to disable extension for concrete file permanently? -URL: https://www.reddit.com/r/vscode/comments/121epjs/how_to_disable_extension_for_concrete_file/ -Score: 3 -Comments: 2 ------------------------- -Title: How to set language mode on folders? -URL: https://www.reddit.com/r/vscode/comments/1166i1m/how_to_set_language_mode_on_folders/ -Score: 1 -Comments: 2 ------------------------- -Title: How to switch off extension recommendations? -URL: https://www.reddit.com/r/vscode/comments/yc1icq/how_to_switch_off_extension_recommendations/ -Score: 11 -Comments: 6 ------------------------- -Title: How to view HEIC files? -URL: https://www.reddit.com/r/vscode/comments/z7a35g/how_to_view_heic_files/ -Score: 1 -Comments: 2 ------------------------- -Title: How to link Docker Extension to Azure in VS Code -URL: https://www.reddit.com/r/vscode/comments/11c4ssd/how_to_link_docker_extension_to_azure_in_vs_code/ -Score: 1 -Comments: 0 ------------------------- -Title: How to get a Conda environment to show up under Python Environments? -URL: https://www.reddit.com/r/vscode/comments/11spjvn/how_to_get_a_conda_environment_to_show_up_under/ -Score: 1 -Comments: 3 ------------------------- \ No newline at end of file diff --git a/resouce_collection/Source2Doc/Get_Source_Doc - Sheet1.csv b/resouce_collection/Source2Doc/Get_Source_Doc - Sheet1.csv deleted file mode 100644 index 86838a6..0000000 --- a/resouce_collection/Source2Doc/Get_Source_Doc - Sheet1.csv +++ /dev/null @@ -1,268 +0,0 @@ -id,Source,InvolvedApp 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-a0b9dc9c-fc07-4a88-8c5d-5e3ecad91bcb,https://marketplace.uipath.com/listings/backup-important-emails-to-onedrive-or-sharepoint,multiple -665f4af1-617d-4009-baff-84ff66071e6a,https://www.howtogeek.com/663927/how-to-open-google-chrome-using-command-prompt-on-windows-10/#open-chrome-straight-to-a-specific-website,multiple -e6313b30-3903-4ed9-8c7d-4c47bf51fc96,https://stackoverflow.com/questions/12258086/how-do-i-run-google-chrome-as-root,multiple \ No newline at end of file diff --git a/resouce_collection/Source2Doc/get_Source_Doc.py b/resouce_collection/Source2Doc/get_Source_Doc.py deleted file mode 100644 index 3036f15..0000000 --- a/resouce_collection/Source2Doc/get_Source_Doc.py +++ /dev/null @@ -1,238 +0,0 @@ -import csv -import os -import yt_dlp -from docx import Document -import requests -from bs4 import BeautifulSoup -from PIL import Image -import pytesseract -from io import BytesIO -from docx import Document -import re -import markdownify -from markdownify import markdownify as md - -def valid_xml_char_ordinal(c): - codepoint = ord(c) - # conditions ordered by presumed frequency - return ( - 0x20 <= codepoint <= 0xD7FF or - codepoint in (0x9, 0xA, 0xD) or - 0xE000 <= codepoint <= 0xFFFD or - 0x10000 <= codepoint <= 0x10FFFF - ) - -def download_and_clean_youtube_subtitles(video_url, txt_filepath): - # set up youtube-dl options to download the subtitles - subtitles_path = txt_filepath[0:-4] - ydl_opts = { - 'skip_download': True, - 'writesubtitles': True, - 'writeautomaticsub': True, # if no subtitles are available, try to generate them - 'subtitleslangs': ['en'], - 'outtmpl': f'{subtitles_path}.%(ext)s', - 'quiet': True, - } - - with yt_dlp.YoutubeDL(ydl_opts) as ydl: - # download the subtitles - ydl.download([video_url]) - subtitle_file = f'{subtitles_path}.en.vtt' - - # read the subtitle file - subtitles = [] - try: - with open(subtitle_file, 'r', encoding='utf-8') as file: - lines = file.readlines() - - # define a pattern to match the time line - pattern = re.compile(r'(\d{2}:\d{2}:\d{2}.\d{3} --> \d{2}:\d{2}:\d{2}.\d{3})|(^WEBVTT)|(^Kind: captions)|(^Language: .*)') - - # clean the subtitles - for line in lines: - # if this line is a time line or it is blank , skip it - if pattern.match(line) or line.strip() == '': - continue - # add this subtitle line to subtitles list, remove the trailing spaces and line change - subtitles.append(line.strip()) - - # remove duplicated subtitles - subtitles = list(dict.fromkeys(subtitles)) - - # save the subtitles as a txt file - with open(txt_filepath, 'w', encoding='utf-8') as f: - for line in subtitles: - if line: - f.write(line + '\n') - - except IOError: - print(f"Could not read file: {subtitle_file}") - -# scrape a webpage and perform OCR on images -def scrape_and_ocr_forum(url, doc): - response = requests.get(url) - soup = BeautifulSoup(response.content, 'html.parser') - - text_elements = soup.find_all(['h1', 'h2', 'h3', 'p', 'li']) - for element in text_elements: - doc.add_paragraph(element.get_text()) - - image_elements = soup.find_all('img') - for image in image_elements: - if 'src' not in image.attrs: - continue - image_url = image['src'] - if image_url.startswith('http'): - if not image_url.endswith('.svg') and not image_url.endswith('.png'): - continue - if 'neveragain.allstatics.com/2019/assets/icon/logo' in image_url: - continue - img_response = requests.get(image_url, stream=True) - img = Image.open(BytesIO(img_response.content)) - ocr_text = pytesseract.image_to_string(img) - - if ocr_text != ' ' and ocr_text != '': - cleaned_string = ''.join(c for c in ocr_text if valid_xml_char_ordinal(c)) - doc.add_paragraph(cleaned_string) - -def superuser_to_markdown(url, doc_filepath): - response = requests.get(url) - soup = BeautifulSoup(response.content, 'html.parser') - - # set up the markdown document - markdown_content = "" - - # get the question title and body - question_title = soup.find('h1').get_text(strip=True) - question = soup.find('div', {'id': 'question'}) - if question: - question_body = question.find('div', {'class': 's-prose js-post-body'}).prettify() - markdown_content += f"# {question_title}\n\n" + markdownify.markdownify(question_body, heading_style="ATX") + "\n\n" - - # get all answers - answers = soup.find_all('div', {'class': 'answer'}) - for answer in answers: - answer_body = answer.find('div', {'class': 's-prose js-post-body'}).prettify() - markdown_content += markdownify.markdownify(answer_body, heading_style="ATX") + "\n\n" - - # deal with images and perform OCR - all_img_tags = question.find_all('img') + [img for answer in answers for img in answer.find_all('img')] - for img_tag in all_img_tags: - image_src = img_tag.get('src') or img_tag.get('data-src') # Superuser uses lazy loading - if image_src and image_src.startswith('http'): - img_response = requests.get(image_src, stream=True) - img = Image.open(BytesIO(img_response.content)) - ocr_text = pytesseract.image_to_string(img) - if ocr_text.strip(): # if the OCR result is not empty, add it to the markdown content - markdown_content += "```\n" + ocr_text.strip() + "\n```\n\n" - - with open(doc_filepath, 'w', encoding='utf-8') as f: - f.write(markdown_content) - - -def stack_overflow_to_markdown(url, doc_filepath): - response = requests.get(url) - soup = BeautifulSoup(response.content, 'html.parser') - - # set up the markdown document - markdown_content = "" - - # get the question title and body - question = soup.find('div', {'id': 'question'}) - - question_title = soup.find('h1').get_text(strip=True) - if question: - - question_body = question.find('div', {'class': 's-prose js-post-body'}).prettify() - markdown_content += f"# {question_title}\n\n" + markdownify.markdownify(question_body, heading_style="ATX") + "\n\n" - - # get all answers - answers = soup.find_all('div', {'class': 'answer'}) - for answer in answers: - answer_body = answer.find('div', {'class': 's-prose js-post-body'}).prettify() - markdown_content += markdownify.markdownify(answer_body, heading_style="ATX") + "\n\n" - - # deal with images and perform OCR - all_img_tags = soup.find_all('img') - for img_tag in all_img_tags: - image_url = img_tag['src'] - if image_url.startswith('http') and (image_url.endswith('.svg') or image_url.endswith('.png')): # 确保图片URL有效 - img_response = requests.get(image_url, stream=True) - img = Image.open(BytesIO(img_response.content)) - ocr_text = pytesseract.image_to_string(img) - if ocr_text.strip(): - markdown_content += "```\n" + ocr_text.strip() + "\n```\n\n" - - with open(doc_filepath, 'w', encoding='utf-8') as f: - f.write(markdown_content) - -def scrape_webpage_to_markdown(url, doc_filepath): - response = requests.get(url) - soup = BeautifulSoup(response.content, 'html.parser') - - articles = soup.find_all('article') or soup.find_all('main') or soup.find_all('div', {'class': 'lia-message-body-content'}) - - if not articles: - return - - markdown_content = '' - - # scrape the webpage and perform OCR on images - for article in articles: - for child in article.recursiveChildGenerator(): - # if this is an image, perform OCR - if child.name == 'img': - img_url = child.get('src') - if not img_url.startswith(('http:', 'https:')): - img_url = '{}{}'.format(url, img_url) - if not img_url.endswith('.svg') and not img_url.endswith('.png'): - continue - if 'neveragain.allstatics.com/2019/assets/icon/logo' in img_url: - continue - try: - img_response = requests.get(img_url, stream=True) - img = Image.open(BytesIO(img_response.content)) - ocr_text = pytesseract.image_to_string(img) - if ocr_text.strip(): - markdown_content += '\n```plaintext\n{}\n```\n'.format(ocr_text.strip()) - continue - except PIL.UnidentifiedImageError: - print("unidentified image") - - # Not an image, so continue recursively calling function - if child.name is None: - continue - - html_str = str(child) - markdown_content += md(html_str) + '\n\n' - - with open(doc_filepath, 'w', encoding='utf-8') as f: - f.write(markdown_content) - - -# process a URL and save the file -def process_url(url, doc_id, app): - doc_filepath = f"/content/drive/MyDrive/SourceDoc/{doc_id}_{app}.md" - txt_filepath = f"/content/drive/MyDrive/SourceDoc/{doc_id}_{app}.txt" - doc = Document() - - if 'youtube.com' in url or 'youtu.be' in url: - download_and_clean_youtube_subtitles(url, txt_filepath) - elif 'superuser.com' in url: - superuser_to_markdown(url, doc_filepath) - elif 'stackoverflow.com' in url: - stack_overflow_to_markdown(url, doc_filepath) - else: - scrape_webpage_to_markdown(url, doc_filepath) - -# read the CSV file and process each URL -csv_filepath = './Get_Source_Doc - Sheet1.csv' -with open(csv_filepath, 'r', newline='', encoding='utf-8') as csvfile: - reader = csv.DictReader(csvfile) - cnt = 55 - for row in reader: - if cnt>0: - cnt -= 1 - continue - process_url(row['Source'], row['id'], row['InvolvedApp']) - print(row) \ No newline at end of file diff --git a/resouce_collection/Source2Doc/source.py b/resouce_collection/Source2Doc/source.py deleted file mode 100644 index c3918ee..0000000 --- a/resouce_collection/Source2Doc/source.py +++ /dev/null @@ -1,293 +0,0 @@ -import csv -import os -import io -import fitz -import yt_dlp -from docx import Document -import requests -from bs4 import BeautifulSoup -from PIL import Image -import pytesseract -from io import BytesIO -from docx import Document -import re -import markdownify -from markdownify import markdownify as md - -def download_pdf(url): - response = requests.get(url) - response.raise_for_status() # 确保请求是成功的 - return io.BytesIO(response.content) - -def pdf_to_markdown(pdf_stream, markdown_path): - document = fitz.open(stream=pdf_stream, filetype="pdf") - markdown_content = "" - - for page_number in range(len(document)): - page = document[page_number] - text = page.get_text() - markdown_content += text + "\n\n" - - # 提取图片并添加到 Markdown 文件。图片被保存在同一目录下 - image_list = page.get_images(full=True) - if image_list: - markdown_content += f"### Page {page_number + 1} Images\n" - - for img_index, image in enumerate(image_list, start=1): - # 提取图片 - xref = image[0] - base64_image = document.extract_image(xref) - image_bytes = base64_image["image"] - - # 写入图片到磁盘 - image_filename = f"output_image_page_{page_number + 1}_{img_index}.png" - image_abs_path = os.path.join(os.path.dirname(markdown_path), image_filename) - with open(image_abs_path, "wb") as image_file: - image_file.write(image_bytes) - - # 在 Markdown 文件中添加图片引用 - markdown_content += f"![Page {page_number + 1} Image {img_index}]({image_filename})\n\n" - - with open(markdown_path, "w", encoding="utf-8") as md_file: - md_file.write(markdown_content) - - document.close() - -def valid_xml_char_ordinal(c): - codepoint = ord(c) - # conditions ordered by presumed frequency - return ( - 0x20 <= codepoint <= 0xD7FF or - codepoint in (0x9, 0xA, 0xD) or - 0xE000 <= codepoint <= 0xFFFD or - 0x10000 <= codepoint <= 0x10FFFF - ) - -def download_and_clean_youtube_subtitles(video_url, txt_filepath): - # 设置yt-dlp库的选项来下载字幕 - subtitles_path = txt_filepath[0:-4] - ydl_opts = { - 'skip_download': True, - 'writesubtitles': True, - 'writeautomaticsub': True, # 如果视频没有字幕，尝试下载自动生成的字幕 - 'subtitleslangs': ['en'], # 下载英文字幕 - 'outtmpl': f'{subtitles_path}.%(ext)s', # 确保保存到可写目录 - 'quiet': True, - } - - with yt_dlp.YoutubeDL(ydl_opts) as ydl: - # 获取视频信息，下载字幕文件 - ydl.download([video_url]) - subtitle_file = f'{subtitles_path}.en.vtt' - - # 读取下载的字幕文件 - subtitles = [] - try: - with open(subtitle_file, 'r', encoding='utf-8') as file: - # 读取所有行 - lines = file.readlines() - - # 正则表达式匹配时间戳和其他不相关的标记 - pattern = re.compile(r'(\d+:\d\d:\d\d.\d+ --> \d+:\d\d:\d\d.\d+)|(\s*<[^>]+>)') - - # 去除时间戳和HTML标签等，只保留字幕文本 - lines = [re.sub(pattern, '', line).strip() for line in lines if line.strip() and not pattern.match(line)] - - # 清洗字幕 - for line in lines: - # 如果这是一个时间线或者其他不需要的信息，跳过它 - if pattern.match(line) or line.strip() == '': - continue - # 添加到字幕列表，同时去除愈加和前导空白符 - subtitles.append(line.strip()) - - # 去除可能的重复行 - subtitles = list(dict.fromkeys(subtitles)) - - # 保存至txt文件 - with open(txt_filepath, 'w', encoding='utf-8') as f: - for line in subtitles: - if line: # 避免写入空行 - f.write(line + '\n') - - except IOError: - print(f"Could not read file: {subtitle_file}") - -# 爬取论坛内容，对图片进行OCR处理，并保存为.docx文件 -def scrape_and_ocr_forum(url, doc): - response = requests.get(url) - soup = BeautifulSoup(response.content, 'html.parser') - - text_elements = soup.find_all(['h1', 'h2', 'h3', 'p', 'li']) - for element in text_elements: - doc.add_paragraph(element.get_text()) - - image_elements = soup.find_all('img') - for image in image_elements: - if 'src' not in image.attrs: - continue - image_url = image['src'] - if image_url.startswith('http'): - if not image_url.endswith('.svg') and not image_url.endswith('.png'): - continue - if 'neveragain.allstatics.com/2019/assets/icon/logo' in image_url: - continue - img_response = requests.get(image_url, stream=True) - img = Image.open(BytesIO(img_response.content)) - ocr_text = pytesseract.image_to_string(img) - - if ocr_text != ' ' and ocr_text != '': - cleaned_string = ''.join(c for c in ocr_text if valid_xml_char_ordinal(c)) - doc.add_paragraph(cleaned_string) - -def superuser_to_markdown(url, doc_filepath): - response = requests.get(url) - soup = BeautifulSoup(response.content, 'html.parser') - - # 创建Markdown文件的内容 - markdown_content = "" - - # 获取问题标题和内容 - question_title = soup.find('h1').get_text(strip=True) - question = soup.find('div', {'id': 'question'}) - if question: - - question_body = question.find('div', {'class': 's-prose js-post-body'}).prettify() - markdown_content += f"# {question_title}\n\n" + markdownify.markdownify(question_body, heading_style="ATX") + "\n\n" - - # 获取所有回答 - answers = soup.find_all('div', {'class': 'answer'}) - for answer in answers: - answer_body = answer.find('div', {'class': 's-prose js-post-body'}).prettify() - markdown_content += markdownify.markdownify(answer_body, heading_style="ATX") + "\n\n" - - # 处理图片并执行OCR - all_img_tags = question.find_all('img') + [img for answer in answers for img in answer.find_all('img')] - for img_tag in all_img_tags: - image_src = img_tag.get('src') or img_tag.get('data-src') # Superuser使用延迟加载的图片 - if image_src and image_src.startswith('http'): - img_response = requests.get(image_src, stream=True) - img = Image.open(BytesIO(img_response.content)) - ocr_text = pytesseract.image_to_string(img) - if ocr_text.strip(): # 如果OCR结果非空，则添加到Markdown内容中 - markdown_content += "```\n" + ocr_text.strip() + "\n```\n\n" - - # 将Markdown内容写入文件 - with open(doc_filepath, 'w', encoding='utf-8') as f: - f.write(markdown_content) - - -def stack_overflow_to_markdown(url, doc_filepath): - response = requests.get(url) - soup = BeautifulSoup(response.content, 'html.parser') - - # 创建Markdown文件的内容 - markdown_content = "" - - # 获取问题标题和内容 - question = soup.find('div', {'id': 'question'}) - - question_title = soup.find('h1').get_text(strip=True) - if question: - - question_body = question.find('div', {'class': 's-prose js-post-body'}).prettify() - markdown_content += f"# {question_title}\n\n" + markdownify.markdownify(question_body, heading_style="ATX") + "\n\n" - - # 获取所有回答 - answers = soup.find_all('div', {'class': 'answer'}) - for answer in answers: - answer_body = answer.find('div', {'class': 's-prose js-post-body'}).prettify() - markdown_content += markdownify.markdownify(answer_body, heading_style="ATX") + "\n\n" - - # 处理图片并执行OCR - all_img_tags = soup.find_all('img') - for img_tag in all_img_tags: - image_url = img_tag['src'] - if image_url.startswith('http') and (image_url.endswith('.svg') or image_url.endswith('.png')): # 确保图片URL有效 - img_response = requests.get(image_url, stream=True) - img = Image.open(BytesIO(img_response.content)) - ocr_text = pytesseract.image_to_string(img) - if ocr_text.strip(): # 如果OCR结果非空，则添加到Markdown内容中 - markdown_content += "```\n" + ocr_text.strip() + "\n```\n\n" - - # 将Markdown内容写入文件 - with open(doc_filepath, 'w', encoding='utf-8') as f: - f.write(markdown_content) - -def scrape_webpage_to_markdown(url, doc_filepath): - response = requests.get(url) - soup = BeautifulSoup(response.content, 'html.parser') - - # 假设文章内容在 HTML 的 'article' 标签中，根据实际页面结构调整 - articles = soup.find_all('article') or soup.find_all('main') or soup.find_all('div', {'id':'steps'}, {'class':'section_text'}) # 或其他包含主要内容的HTML标签 - - if not articles: - articles = soup.find_all('div', {'class': 'lia-message-body-content'}) - - markdown_content = '' - - # 抓取所有图文信息 - for article in articles: - for child in article.recursiveChildGenerator(): - # 如果是图片，则进行OCR - if child.name == 'img': - img_url = child.get('src') - if not img_url: - continue - if not img_url.startswith(('http:', 'https:')): - img_url = '{}{}'.format(url, img_url) - if not img_url.endswith('.svg') and not img_url.endswith('.png'): - continue - if 'neveragain.allstatics.com/2019/assets/icon/logo' in img_url: - continue - print(img_url) - try: - img_response = requests.get(img_url, stream=True) - img = Image.open(BytesIO(img_response.content)) - ocr_text = pytesseract.image_to_string(img) - if ocr_text.strip(): - markdown_content += '\n```plaintext\n{}\n```\n'.format(ocr_text.strip()) - continue - except PIL.UnidentifiedImageError: - print("unidentified image") - # 不是标签，可能是NavigableString或其他 - if child.name is None: - continue - # 抓取标签并转换为Markdown - html_str = str(child) - markdown_content += md(html_str) + '\n\n' - - # 写入markdown文件 - with open(doc_filepath, 'w', encoding='utf-8') as f: - f.write(markdown_content) - - -# 处理单个URL -def process_url(url, doc_id, app): - doc_filepath = f"/content/drive/MyDrive/SourceDoc/{doc_id}_{app}.md" - txt_filepath = f"/content/drive/MyDrive/SourceDoc/{doc_id}_{app}.txt" - doc = Document() - - if 'youtube.com' in url or 'youtu.be' in url: - download_and_clean_youtube_subtitles(url, txt_filepath) - elif url.endswith('.pdf'): - pdf_stream = download_pdf(url) - pdf_to_markdown(pdf_stream, doc_filepath) - elif 'superuser.com' in url or 'askubuntu.com' in url: - superuser_to_markdown(url, doc_filepath) - elif 'stackoverflow.com' in url: - stack_overflow_to_markdown(url, doc_filepath) - else: - scrape_webpage_to_markdown(url, doc_filepath) - -# 读取CSV文件中的数据并执行对应操作 -csv_filepath = '/content/Get_Source_Doc - Sheet1.csv' # 更新为你的CSV文件实际路径 -with open(csv_filepath, 'r', newline='', encoding='utf-8') as csvfile: - reader = csv.DictReader(csvfile) - cnt = 176 - for row in reader: - if cnt>0: - cnt -= 1 - continue - process_url(row['Source'], row['id'], row['InvolvedApp']) - print(row) diff --git a/resouce_collection/Tiktok/Ubuntu/get_ubuntu.py b/resouce_collection/Tiktok/Ubuntu/get_ubuntu.py deleted file mode 100644 index 99ae453..0000000 --- a/resouce_collection/Tiktok/Ubuntu/get_ubuntu.py +++ /dev/null @@ -1,17 +0,0 @@ -import requests -import json - -url = 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"avatar": "https://p16-sign-va.tiktokcdn.com/tos-maliva-avt-0068/62713abc4ad5f8eb52869addf6611a92~c5_300x300.jpeg?x-expires=1703127600&x-signature=sQFsgOJXOOxGQtHf4cwmfNrSKX4%3D" - }, - "is_top": 0 - } - ], - "cursor": 10, - "hasMore": true - } -} \ No newline at end of file diff --git a/resouce_collection/Tiktok/VS_code/get_vscode.py b/resouce_collection/Tiktok/VS_code/get_vscode.py deleted file mode 100644 index 01e80b9..0000000 --- a/resouce_collection/Tiktok/VS_code/get_vscode.py +++ /dev/null @@ -1,17 +0,0 @@ -import requests -import json - -url = "https://tiktok-download-video1.p.rapidapi.com/feedSearch" - -querystring = {"keywords":"VS code","count":"10","cursor":"0","region":"US","publish_time":"0","sort_type":"1"} - -headers = { - "X-RapidAPI-Key": "YOUR_API_KEY", - "X-RapidAPI-Host": "tiktok-download-video1.p.rapidapi.com" -} - -response = requests.get(url, headers=headers, params=querystring) - -print(response.json()) -with open("./record.json", "w") as f: - json.dump(response.json(), f) diff --git a/resouce_collection/Tiktok/VS_code/record.json b/resouce_collection/Tiktok/VS_code/record.json deleted file mode 100644 index 5490a46..0000000 --- a/resouce_collection/Tiktok/VS_code/record.json +++ /dev/null @@ -1,373 +0,0 @@ -{ - 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- -def search_youtube(api_key, query, max_results=50): - youtube = build('youtube', 'v3', developerKey=api_key) - - search_response = youtube.search().list( - q=query, - part="id,snippet", - maxResults=max_results, - type="video" - ).execute() - - videos = [] - - for search_result in search_response.get("items", []): - if search_result["id"]["kind"] == "youtube#video": - video_id = search_result["id"]["videoId"] - video_metadata = get_video_metadata(api_key, video_id) - videos.append(video_metadata) - - return videos - - -def get_video_metadata(api_key, video_id): - youtube = build('youtube', 'v3', developerKey=api_key) - - request = youtube.videos().list( - part="snippet,contentDetails,statistics", - id=video_id - ) - response = request.execute() - return response - - -api_key = 'AIzaSyDI_BBExs-HypVZFxgnR5tj5S6-uKyU4vk' # Replace with your actual API key - -# Search for videos related to "VLC player" -vlc_related_videos = search_youtube(api_key, "LibreOffice Impress Tutorial", max_results=10) - -# create data folder if not exist -if not os.path.exists("data"): - os.makedirs("data") - -for video in vlc_related_videos: - # store the video metadata into a json file - with open(f"data/{video['etag']}.json", "w") as f: - json.dump(video, f, indent=4) \ No newline at end of file diff --git a/resouce_collection/youtube/LibreOffice_Calc/get_calc.py b/resouce_collection/youtube/LibreOffice_Calc/get_calc.py deleted file mode 100644 index 10742f2..0000000 --- a/resouce_collection/youtube/LibreOffice_Calc/get_calc.py +++ /dev/null @@ -1,52 +0,0 @@ -import json -import os -from googleapiclient.discovery import build -import socket -socket.setdefaulttimeout(500) - - -def search_youtube(api_key, query, max_results=50): - youtube = build('youtube', 'v3', developerKey=api_key) - - search_response = youtube.search().list( - q=query, - part="id,snippet", - maxResults=max_results, - type="video" - ).execute() - - videos = [] - - for search_result in search_response.get("items", []): - if search_result["id"]["kind"] == "youtube#video": - video_id = search_result["id"]["videoId"] - video_metadata = get_video_metadata(api_key, video_id) - videos.append(video_metadata) - - return videos - - -def get_video_metadata(api_key, video_id): - youtube = build('youtube', 'v3', developerKey=api_key) - - request = youtube.videos().list( - part="snippet,contentDetails,statistics", - id=video_id - ) - response = request.execute() - return response - - -api_key = 'AIzaSyDI_BBExs-HypVZFxgnR5tj5S6-uKyU4vk' # Replace with your actual API key - -# Search for videos related to "VLC player" -vlc_related_videos = search_youtube(api_key, "LibreOffice Calc Tutorial", max_results=10) - -# create data folder if not exist -if not os.path.exists("data"): - os.makedirs("data") - -for video in vlc_related_videos: - # store the video metadata into a json file - with open(f"data/{video['etag']}.json", "w") as f: - json.dump(video, f, indent=4) \ No newline at end of file diff --git a/resouce_collection/youtube/Thunderbird/get_thunderbird.py b/resouce_collection/youtube/Thunderbird/get_thunderbird.py deleted file mode 100644 index ea54a8d..0000000 --- a/resouce_collection/youtube/Thunderbird/get_thunderbird.py +++ /dev/null @@ -1,52 +0,0 @@ -import json -import os -from googleapiclient.discovery import build -import socket -socket.setdefaulttimeout(500) - - -def search_youtube(api_key, query, max_results=50): - youtube = build('youtube', 'v3', developerKey=api_key) - - search_response = youtube.search().list( - q=query, - part="id,snippet", - maxResults=max_results, - type="video" - ).execute() - - videos = [] - - for search_result in search_response.get("items", []): - if search_result["id"]["kind"] == "youtube#video": - video_id = search_result["id"]["videoId"] - video_metadata = get_video_metadata(api_key, video_id) - videos.append(video_metadata) - - return videos - - -def get_video_metadata(api_key, video_id): - youtube = build('youtube', 'v3', developerKey=api_key) - - request = youtube.videos().list( - part="snippet,contentDetails,statistics", - id=video_id - ) - response = request.execute() - return response - - -api_key = 'AIzaSyDI_BBExs-HypVZFxgnR5tj5S6-uKyU4vk' # Replace with your actual API key - -# Search for videos related to "VLC player" -vlc_related_videos = search_youtube(api_key, "Thunderbird Tutorial", max_results=10) - -# create data folder if not exist -if not os.path.exists("data"): - os.makedirs("data") - -for video in vlc_related_videos: - # store the video metadata into a json file - with open(f"data/{video['etag']}.json", "w") as f: - json.dump(video, f, indent=4) \ No newline at end of file diff --git a/resouce_collection/youtube/Ubuntu/get_ubuntu.py b/resouce_collection/youtube/Ubuntu/get_ubuntu.py deleted file mode 100644 index 3e2949c..0000000 --- a/resouce_collection/youtube/Ubuntu/get_ubuntu.py +++ /dev/null @@ -1,52 +0,0 @@ -import json -import os -from googleapiclient.discovery import build -import socket -socket.setdefaulttimeout(500) - - -def search_youtube(api_key, query, max_results=50): - youtube = build('youtube', 'v3', developerKey=api_key) - - search_response = youtube.search().list( - q=query, - part="id,snippet", - maxResults=max_results, - type="video" - ).execute() - - videos = [] - - for search_result in search_response.get("items", []): - if search_result["id"]["kind"] == "youtube#video": - video_id = search_result["id"]["videoId"] - video_metadata = get_video_metadata(api_key, video_id) - videos.append(video_metadata) - - return videos - - -def get_video_metadata(api_key, video_id): - youtube = build('youtube', 'v3', developerKey=api_key) - - request = youtube.videos().list( - part="snippet,contentDetails,statistics", - id=video_id - ) - response = request.execute() - return response - - -api_key = 'AIzaSyDI_BBExs-HypVZFxgnR5tj5S6-uKyU4vk' # Replace with your actual API key - -# Search for videos related to "VLC player" -vlc_related_videos = search_youtube(api_key, "Ubuntu Desktop Tutorial", max_results=10) - -# create data folder if not exist -if not os.path.exists("data"): - os.makedirs("data") - -for video in vlc_related_videos: - # store the video metadata into a json file - with open(f"data/{video['etag']}.json", "w") as f: - json.dump(video, f, indent=4) \ No newline at end of file diff --git a/resouce_collection/youtube/__init__.py b/resouce_collection/youtube/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/resouce_collection/youtube/vlc_player/__init__.py b/resouce_collection/youtube/vlc_player/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/resouce_collection/youtube/vlc_player/vlc_player.py b/resouce_collection/youtube/vlc_player/vlc_player.py deleted file mode 100644 index 9533761..0000000 --- a/resouce_collection/youtube/vlc_player/vlc_player.py +++ /dev/null @@ -1,65 +0,0 @@ -import json -import os -from googleapiclient.discovery import build - - -def search_youtube(api_key, query, max_results=50, language="en"): - youtube = build('youtube', 'v3', developerKey=api_key) - - videos = [] - next_page_token = None - total_results = 0 - - while True: - search_response = youtube.search().list( - q=query, - part="id,snippet", - maxResults=max_results, - pageToken=next_page_token, - type="video", - relevanceLanguage=language - ).execute() - - video_ids = [item['id']['videoId'] for item in search_response.get("items", []) if - item['id']['kind'] == 'youtube#video'] - - # Fetch metadata for each video - videos.extend([get_video_metadata(api_key, video_id) for video_id in video_ids]) - - total_results += len(video_ids) - next_page_token = search_response.get('nextPageToken') - - if not next_page_token or total_results >= max_results: - break - - # Sort videos by view count - sorted_videos = sorted(videos, key=lambda x: int(x['items'][0]['statistics']['viewCount']), reverse=True) - - return sorted_videos - - -def get_video_metadata(api_key, video_id): - youtube = build('youtube', 'v3', developerKey=api_key) - - request = youtube.videos().list( - part="snippet,contentDetails,statistics", - id=video_id - ) - response = request.execute() - - return response - - -api_key = 'API_KEY' # Replace with your actual API key - -# Search for videos related to "VLC player" -vlc_related_videos = search_youtube(api_key, "VLC player", max_results=10) - -# create data folder if not exist -if not os.path.exists("data"): - os.makedirs("data") - -for video in vlc_related_videos: - # store the video metadata into a json file - with open(f"data/{video['etag']}.json", "w") as f: - json.dump(video, f, indent=4)