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* Introduce Model Manager to handle downloads and verification
This commit introduces a new Model Manager responsible for handling model downloads, including driving and navigation application models. The manager also verifies file hashes and communicates download progress for an improved user experience.
The Model Manager is asynchronous and utilizes asyncio and aiohttp for enhanced performance, including robust error handling.
Impacted files in the 'cereal', 'common', 'sunnypilot', and 'system' directories have been updated accordingly. The 'ModelsFetcher' process configuration has been modified to run only when off-road, ensuring optimum resource management.
This update aims to enhance code clarity, improve performance, and streamline the handling of model downloads.
* "Update model management and fetching for SunnyPilot"
This update refactors the model management, downloading and cache verification mechanisms of SunnyPilot. New functionalities, such as smart cache handling, have been implemented in ModelFetcher in sunnypilot/models/model_fetcher.py. Also, the model downloading process has been moved to a separate async function _download_bundle in ModelManagerSP in sunnypilot/models/model_manager.py. Hash verification of files is now performed in an async function verify_file in sunnypilot/models/model_helper.py. Changes in system parameters related to model management have been reflected in system/manager/manager.py.
* Integrate download ETA calculations in model manager
This commit introduces a new feature that calculates and tracks the Estimated Time of Arrival (ETA) for downloading models in the model manager component. The 'eta' property in the 'DownloadProgress' structure in 'custom.capnp' is changed from 'Float32' to 'UInt32'.
In the 'model_manager.py' file, a new method '_calculate_eta' has been added to perform ETA calculations. An additional dictionary '_download_start_times' has been created to keep track of the start time of each model download. The ETA is calculated every time a portion of the model file is downloaded, and it gets updated in the 'DownloadProgress' structure. Finally, the start time is cleared after the download completes.
In 'model_manager_audit.py', an additional check is added to only print downloadProgress for the downloads currently in progress.
* format
* no default model cache {} because it can be considered a valid json, we do not want that
* Refactor typing annotations to use PEP 604 syntax.
Updated type hints to adopt PEP 604 union syntax (`X | None`) and replaced `List` and `Dict` with modern built-in `list` and `dict`. This change improves consistency and readability while aligning with Python 3.10+ standards.
* Simplify logging messages and remove unused imports.
Removed an unused import from `model_manager.py` to improve clarity and maintainability. Also refined a log message in `model_fetcher.py` by removing unnecessary formatting for consistency.
* Refactor model handling and simplify cache fallback logic.
Updated type annotations for `selected_bundle` in `model_manager.py` for clarity. Streamlined cache fallback logic in `model_fetcher.py` by removing redundant conditionals while preserving functionality. These changes improve code readability and maintainability.
* "Fix formatting for ModelManager_DownloadIndex retrieval
Condensed parameter alignment in the get method for improved readability and adherence to style guidelines. This change does not affect functionality but ensures consistent code formatting."
* Need to have main defined for process_config to be able to run it
* Refactor model management to support active bundle tracking
Introduce the concept of an active model bundle with a new persistent parameter and API updates. Added fields for `generation` and `environment` in model metadata, improved caching, and updated methods to manage active model states efficiently.
* UI commit (#515)
* Refactor model management to support active bundle tracking
Introduce the concept of an active model bundle with a new persistent parameter and API updates. Added fields for `generation` and `environment` in model metadata, improved caching, and updated methods to manage active model states efficiently.
* Add new driving model selection feature to settings
This commit introduces a new feature to the settings that allows users to select different driving models. It fetches available models and displays their download progress. The created UI also suggests a calibration reset after model download. The changes include the creation of 'SoftwarePanelSP' within 'settings.' Additionally, 'sunnypilot/SConscript' has been updated to include 'settings.cc' and 'software_panel.cc'. Changes also include localization for this feature.
* Show model description during download status
This update ensures the model description is displayed when a model is in the downloading state. It improves the user interface by providing real-time feedback during the download process.
* Update translations for multiple languages
Added new and updated translation strings in several language files, including Spanish, Arabic, Chinese (Simplified and Traditional), Turkish, Korean, Thai, Japanese, and Brazilian Portuguese. These updates include placeholder translations for new UI elements and features.
* Refactor model name handling and add generation check.
Replaced `bundleName` with `model_name` for better clarity in status messages. Added a generation mismatch check before showing the reset parameters dialog to avoid unnecessary prompts.
* Update model handling in SoftwarePanelSP
Remove unused "common/model.h" and replace "CURRENT_MODEL" with "..." as the default return value in GetModelName. Adjust logic to check for active bundles instead of selected bundles for improved accuracy. Minor text change for clarity in UI label.
* Rename `GetModelName` to `GetActiveModelName` for clarity.
The new name better reflects the function's purpose of retrieving the active model name, improving code readability. All relevant calls and references have been updated to ensure consistency across the codebase.
* Update sunnypilot/models/model_helper.py
Co-authored-by: sourcery-ai[bot] <58596630+sourcery-ai[bot]@users.noreply.github.com>
* Refactor download status handling and add 'cached' state
Introduce 'cached' as a new download status and adjust relevant logic across components to support it. Simplify and streamline model status handling in the software panel for better readability and maintainability. Ensure consistent status reporting for all model types.
* Update translations for multiple languages
Refined and expanded translations across various languages, replacing placeholders with meaningful text. This improves clarity and user experience in the multilingual interface.
* Update terminology from 'bundle' to 'model' in UI texts
Replaced occurrences of 'bundle' with 'model' in button labels, dialog titles, and messages in the SoftwarePanelSP code. This improves clarity and aligns terminology with current functionality.
* Update translation placeholders for model fetching texts
Replaced "Fetching bundles" with "Fetching models" across multiple languages to align text placeholders with the updated functionality. Adjusted related background download messages for clarity and consistency.
* cleanup
* not used, and likely not needed
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Co-authored-by: sourcery-ai[bot] <58596630+sourcery-ai[bot]@users.noreply.github.com>
* cleaning up
* Update system/manager/process_config.py
* Simplify model parsing and index handling logic.
Refactored `ModelManager_DownloadIndex` retrieval to use the walrus operator, streamlining the conditional logic. Additionally, restructured model list initialization in `_parse_bundle` for improved readability and maintainability. These changes enhance code clarity and reduce redundancy.
* `Improve error handling in model cache retrieval`
Revised the `get` method to ensure it returns an empty dictionary on errors or missing data, avoiding potential `None`-related issues. Added logging for clearer diagnostics when cached model data is unavailable or retrieval fails. This improves reliability and debuggability of the model fetching process.
* Fix cached model data handling by parsing JSON response
Previously, cached model data was returned as a raw string, causing potential issues when using the data. The change ensures the cached data is properly parsed into JSON format before returning, improving reliability and consistency.
* Adjust modelManagerSP rate and Ratekeeper frequency
Reduced the rate for modelManagerSP in services and aligned the Ratekeeper frequency in model_manager.py to 0.1.
* Update model fetcher URL and adjust modelManagerSP rate
Updated the model fetcher URL to point to the correct resource for driving models. Adjusted the rate of modelManagerSP in both its service definition and the corresponding Ratekeeper initialization to 1 Hz for improved consistency.
* Refactor model download logic for clarity and efficiency
Simplify the logic for finding the model to download by combining redundant constructs into a single line. This improves code readability and reduces unnecessary variable assignments.
* Fix cache keys for manual prebuilt actions because they were missing the cache when manually built
* no need to log
* formatting
* revert ci changes
* Refactor and restructure `modeld` to `models` module.
Renamed `modeld` directory to `models` for clarity and consistency. Updated all references and imports to reflect the new structure. This improves maintainability and aligns with naming conventions.
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Co-authored-by: sourcery-ai[bot] <58596630+sourcery-ai[bot]@users.noreply.github.com>
Co-authored-by: Jason Wen <haibin.wen3@gmail.com>