commaai/openpilot

7 other commands the scanner could not classify

Commands from CI steps and task runners that look like checks but match no known tool. Some are checks, some are not.

• api repos/$EXPR/actions/workflows/tests.yaml/runs?event=pull_request&head_sha=$EXPR&per_page=1 --jq .workflow_runs[0]...
• python $EXPR/openpilot/selfdrive/ui/tests/diff/diff.py $EXPR/pr_ui/${video}_master.mp4 $EXPR/pr_ui/${video}_proposed....
• python openpilot/selfdrive/car/docs.py
• python openpilot/selfdrive/ui/tests/diff/replay.py
• python openpilot/selfdrive/ui/tests/diff/replay.py --big
• python openpilot/tools/sim/tests/test_metadrive_bridge.py
• touch docs/.nojekyll

full scan as JSON

• Prefer explicit readable codeWrite code that prioritizes readability and explicitness over cleverness or brevity. This includes several key practices: **Import Organi...

  commaai/openpilot Code Style Python ml-systems 2025-06-16

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• Use semantically accurate namesVariable, method, and class names should accurately reflect their actual behavior and purpose. Misleading or vague names create confusion...

  commaai/openpilot Naming Conventions Python ml-systems 2025-05-30

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• use context managers concurrencyWhen working with concurrent operations involving shared resources or processes, use context managers and explicit synchronization to ens...

  commaai/openpilot Concurrency Python ml-systems 2025-08-13

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• Use environment variablesMake configuration values configurable through environment variables with sensible defaults instead of hard-coding them. This improves fl...

  commaai/openpilot Configurations Python ml-systems 2025-05-24

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• eliminate unnecessary codeRemove redundant code constructs and prefer concise, direct patterns that improve readability and maintainability. This includes eliminat...

  commaai/openpilot Code Style Other ml-systems 2024-11-26

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• Use descriptive namesChoose names that clearly communicate purpose and meaning rather than using abbreviations or unclear terms. Names should be self-document...

  commaai/openpilot Naming Conventions Other ml-systems 2025-06-26

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• Initialize and validate valuesAlways initialize variables with sensible default values and validate inputs to prevent null reference errors and undefined behavior. Thi...

  commaai/openpilot Null Handling Python ml-systems 2025-06-25

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• Be specific with exceptionsAvoid catching broad exception types like `Exception` and instead catch specific exceptions that you expect and can handle appropriately....

  commaai/openpilot Error Handling Python ml-systems 2025-04-02

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• optimize data structure selectionChoose data structures and algorithms based on their computational complexity and access patterns rather than convenience. Consider perfo...

  commaai/openpilot Algorithms Python ml-systems 2025-03-19

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• Prefer asynchronous operationsUse asynchronous patterns to prevent blocking operations from degrading system performance, especially in UI contexts and real-time syste...

  commaai/openpilot Concurrency Other ml-systems 2025-01-16

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• Tool-specific configuration compatibilityWhen working with configuration files that support multiple tools or package managers, ensure that configuration syntax and constraints a...

  commaai/openpilot Configurations Toml ml-systems 2024-06-26

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• Test independence designTests should be designed to be independent and avoid coupling to implementation details. Use public interfaces rather than accessing inte...

  commaai/openpilot Testing Python ml-systems 2025-08-22

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• Configuration defaults consistencyEnsure configuration parameters have appropriate default values, consistent naming conventions, and centralized default management. When ...

  commaai/openpilot Configurations Other ml-systems 2025-08-05

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• Pin dependency versionsAlways pin specific versions of dependencies, tools, and commits in configuration files to ensure consistent behavior across environments...

  commaai/openpilot Configurations Shell ml-systems 2025-06-23

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• Benchmark performance changesAlways include performance benchmarks when making changes that could impact execution speed, CPU usage, or resource consumption. This pre...

  commaai/openpilot Performance Optimization Python ml-systems 2025-02-10

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• Standardize configuration approachesWhen documenting or implementing configuration procedures, prioritize standard, unified approaches over custom or platform-specific solut...

  commaai/openpilot Configurations Markdown ml-systems 2025-01-06

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• Centralize error handling utilitiesCreate reusable error handling functions that accept custom error callbacks instead of duplicating error handling logic across multiple f...

  commaai/openpilot Error Handling Other ml-systems 2025-08-03

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• optimize mathematical mappingsUse consistent units and data representations throughout mathematical calculations to avoid unnecessary computational overhead. When work...

  commaai/openpilot Algorithms Other ml-systems 2025-07-31

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• Explicit value specificationsAlways use explicit value specifications and type-safe handling to prevent undefined behavior and ensure predictable code execution. This...

  commaai/openpilot Null Handling Other ml-systems 2025-07-23

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• Design convenient APIsAPIs should provide convenient methods that handle common operations directly, rather than requiring users to write helper functions or u...

  commaai/openpilot API Python ml-systems 2025-07-21

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• Consistent terminology choicesWhen introducing new terminology or naming conventions, ensure consistency with existing patterns in the codebase while prioritizing clar...

  commaai/openpilot Naming Conventions TypeScript ml-systems 2025-07-12

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• Use authoritative data sourcesWhen working with network-related data, always read from the most direct and authoritative source available rather than making assumption...

  commaai/openpilot Networking Other ml-systems 2025-05-21

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• Platform-specific socket configurationWhen configuring TCP socket options, always check the platform and apply appropriate settings for each operating system. Different platfo...

  commaai/openpilot Networking Python ml-systems 2025-02-16

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• pin external action versionsAlways pin external GitHub Actions to specific commit hashes rather than using tags or branch names, and prefer built-in runner capabilit...

  commaai/openpilot CI/CD Yaml ml-systems 2025-02-13

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• Parameterize hardcoded API valuesWhen designing APIs or interfaces, avoid hardcoding string literals, configuration values, or identifiers that could be made configurable...

  commaai/openpilot API Other ml-systems 2025-02-09

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• Optimize git network operationsWhen performing git operations that involve network communication, use proper syntax and efficient strategies to minimize data transfer a...

  commaai/openpilot Networking Shell ml-systems 2024-11-26

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• maintain CI/CD parityEnsure CI/CD pipeline tools run with the same configuration, flags, and behavior as developers use locally. This prevents masking errors ...

  commaai/openpilot CI/CD Shell ml-systems 2024-09-03

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• Cache expensive operationsIdentify operations that are expensive and called frequently, then optimize them by caching results, moving to appropriate lifecycle even...

  commaai/openpilot Performance Optimization Other ml-systems 2024-08-05

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