- Fixed PSO budget calculation bug in ml/src/hyperopt/optimizer.rs - Root cause: Division by n_particles in sequential execution - Now correctly calculates max_iters = remaining_trials (no division) - Result: 50 trials complete instead of 23 (100% vs 46%) - Added comprehensive DQN hyperopt results analysis - 39/50 trials analyzed across 2 RunPod deployments - Best hyperparameters identified: LR 4.89e-5 (ultra-low) - Created DQN_HYPEROPT_RESULTS_SUMMARY.md with expert validation - GitLab CI/CD pipeline operational (48 lines fixed) - Fixed YAML syntax errors (unquoted colons) - All 7 jobs validated and working - Warning cleanup complete (136 → 0 warnings) - Removed 143 lines dead code - Fixed visibility, unused imports, Debug traits - Archived Wave D reports to docs/archive/ - 8 early stopping reports moved - Root directory cleaned up 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
11 KiB
Milestone 2: Docker Build Implementation
Status: ✅ COMPLETE Date: 2025-11-02 Time: ~45 minutes
Summary
Implemented Docker build and push functionality for the foxhunt-deploy CLI. The implementation uses std::process::Command to execute Docker commands with real-time output streaming and visual progress indicators.
Implementation Details
Module Structure
src/docker/
├── mod.rs # Docker verification utilities
├── build.rs # Docker build implementation
└── push.rs # Docker push implementation
Key Components
1. Docker Module (src/docker/mod.rs)
Functions:
verify_docker_available()- Validates Docker installation and daemon statusimage_exists(tag)- Checks if a Docker image exists locally
Features:
- Uses
which dockerto verify Docker is installed - Checks Docker daemon status via
docker version - Provides clear error messages for common issues
2. Build Module (src/docker/build.rs)
Main Types:
DockerBuildOptions- Builder pattern for build configurationbuild_image()- Main build function with streaming output
Features:
- Builder pattern API for flexible configuration
- Real-time output streaming with
BufReader - Progress spinner using
indicatifcrate - Validates Dockerfile and build context existence
- Captures and returns image ID after successful build
- Detailed error messages with stderr output
Options:
tag- Docker image tag (e.g., "jgrusewski/foxhunt:latest")dockerfile- Path to Dockerfile (default: "Dockerfile.foxhunt-build")context- Build context directory (default: ".")no_cache- Disable Docker build cachebuild_args- Additional build arguments (reserved for future use)
3. Push Module (src/docker/push.rs)
Main Functions:
push_image(tag)- Push image to registrycheck_registry_auth(registry)- Verify registry authentication
Features:
- Validates image exists before pushing
- Real-time progress streaming
- Progress spinner with upload status
- Special handling for authentication errors
- Clear error messages suggesting
docker login
Integration
Updated src/cli/build.rs to use the new Docker module:
pub async fn execute(config: &FoxhuntConfig, args: &BuildArgs) -> Result<()> {
// Step 1: Verify Docker
docker::verify_docker_available()?;
// Step 2: Build image
let full_tag = format!("{}/{}:{}",
config.docker.registry,
config.docker.image_name,
args.tag
);
let build_options = DockerBuildOptions::new(full_tag.clone())
.dockerfile(args.dockerfile.clone())
.context(args.context.clone())
.no_cache(args.no_cache);
let _image_id = docker::build::build_image(&build_options)?;
// Step 3: Push (unless --no-push)
if !args.no_push {
docker::push::push_image(&full_tag)?;
}
Ok(())
}
Testing
Unit Tests (5 tests)
Located in:
src/docker/mod.rs(2 tests)src/docker/build.rs(2 tests)src/docker/push.rs(1 test)
Coverage:
- ✅ Builder pattern API
- ✅ Default values
- ✅ Docker availability check
- ✅ Image existence check
- ✅ Registry auth check
Integration Tests (14 tests)
Located in tests/docker_integration_tests.rs
Coverage:
- ✅ CLI help output
- ✅ Config validation
- ✅ Command-line arguments
- ✅ Error message format validation
- ✅ Flag recognition (--no-push, --no-cache, etc.)
Test Results:
running 14 tests
test test_build_args_defaults ... ok
test test_build_command_help ... ok
test test_build_error_handling_daemon_not_running ... ok
test test_build_error_handling_no_docker ... ok
test test_build_options_builder_pattern ... ok
test test_build_requires_config ... ok
test test_build_validates_dockerfile_existence ... ok
test test_build_with_custom_context ... ok
test test_build_with_custom_dockerfile ... ok
test test_build_with_custom_tag ... ok
test test_build_with_no_cache_flag ... ok
test test_build_with_no_push_flag ... ok
test test_push_error_handling_image_not_found ... ok
test test_push_error_handling_no_auth ... ok
test result: ok. 14 passed; 0 failed; 0 ignored
Usage Examples
Basic Build (with push)
# Builds and pushes jgrusewski/foxhunt:latest
foxhunt-deploy build
Build with Custom Tag (no push)
# Builds jgrusewski/foxhunt:v1.0.0 without pushing
foxhunt-deploy build --tag v1.0.0 --no-push
Build with Custom Dockerfile
# Use a different Dockerfile
foxhunt-deploy build --dockerfile Dockerfile.custom --no-cache
Build with Custom Context
# Use a different build context
foxhunt-deploy build --context ../parent-dir --tag test
Error Handling
The implementation provides clear, actionable error messages:
Docker Not Installed
Error: Docker is not installed. Please install Docker Desktop or Docker Engine.
Docker Daemon Not Running
Error: Docker daemon is not running. Please start Docker Desktop or Docker service.
Dockerfile Not Found
Error: Dockerfile not found: Dockerfile.foxhunt-build
Build Context Not Found
Error: Build context directory not found: .
Authentication Failed
Error: Docker registry authentication failed. Please run 'docker login' first.
Image Doesn't Exist (for push)
Error: Image 'jgrusewski/foxhunt:latest' does not exist locally. Build it first.
Visual Feedback
The implementation uses indicatif for progress indication:
[1/3] Verifying Docker installation...
ℹ Building Docker image: jgrusewski/foxhunt:latest
ℹ Dockerfile: Dockerfile.foxhunt-build
ℹ Context: .
⠋ Starting Docker build...
[2/3] Building Docker image...
⠙ Step 5/12: RUN cargo build --release
✓ Built image: jgrusewski/foxhunt:latest (sha256:abc123...)
[3/3] Pushing to Docker registry...
⠸ Pushing to registry...
✓ Successfully pushed: jgrusewski/foxhunt:latest
✓ Docker build completed successfully!
ℹ Image: jgrusewski/foxhunt:latest
Design Decisions
1. std::process::Command vs bollard
Choice: std::process::Command
Rationale:
- Simpler implementation (no additional dependencies)
- Direct access to Docker CLI features
- Easier debugging (can run same commands manually)
- Better compatibility across Docker versions
- Minimal overhead
2. Real-time Output Streaming
Choice: BufReader with line-by-line streaming
Rationale:
- User sees build progress immediately
- Can debug build failures in real-time
- Better UX for long builds
- Standard pattern for CLI tools
3. Builder Pattern for Options
Choice: DockerBuildOptions with builder methods
Rationale:
- Flexible API for future extensions
- Self-documenting code
- Type-safe configuration
- Optional parameters with defaults
4. Progress Indicators
Choice: indicatif::ProgressBar with spinner
Rationale:
- Visual feedback that process is running
- Professional CLI appearance
- Updates with current build step
- Clears on completion (no clutter)
5. Error Handling Strategy
Choice: Validate early, fail fast, provide context Rationale:
- Check Docker installation before attempting build
- Validate file paths before running commands
- Capture stderr for detailed error messages
- Suggest fixes in error messages
Configuration Integration
The build command integrates with the config system:
[docker]
registry = "jgrusewski" # Docker Hub username or registry
image_name = "foxhunt" # Image name
tag = "latest" # Default tag (overridden by --tag)
Tag Resolution:
Full Tag = {config.docker.registry}/{config.docker.image_name}:{args.tag}
Example: jgrusewski/foxhunt:latest
Future Enhancements
While not implemented in Milestone 2, the design supports:
- Build Args: The
build_arg()method exists but isn't exposed via CLI yet - Multi-platform Builds: Could add
--platform linux/amd64,linux/arm64 - BuildKit Features: Could enable BuildKit-specific features
- Parallel Builds: Could build multiple tags simultaneously
- Registry Selection: Could support multiple registries
- Image Inspection: Could show image size, layers, etc.
Files Changed
New Files (3)
src/docker/mod.rs- Docker utilities (57 lines)src/docker/build.rs- Build implementation (194 lines)src/docker/push.rs- Push implementation (119 lines)tests/docker_integration_tests.rs- Integration tests (177 lines)
Modified Files (2)
src/main.rs- Added docker module importsrc/cli/build.rs- Replaced stub with real implementation (38 lines)
Fixed Files (1)
src/runpod/deployment.rs- Fixed ownership issue on line 43
Total: ~585 lines of production code + tests
Compilation Status
$ cargo build
Compiling foxhunt-deploy v1.0.0
Finished `dev` profile [unoptimized + debuginfo] target(s) in 15.17s
$ cargo test --package foxhunt-deploy docker::
Finished `test` profile [unoptimized] target(s) in 2.24s
Running unittests src/main.rs
running 5 tests
test docker::build::tests::test_build_options_defaults ... ok
test docker::build::tests::test_build_options_builder ... ok
test docker::tests::test_verify_docker_available ... ok
test docker::push::tests::test_check_registry_auth ... ok
test docker::tests::test_image_exists ... ok
test result: ok. 5 passed; 0 failed; 0 ignored
Milestone Completion Checklist
- ✅ Create Docker module structure (mod.rs, build.rs, push.rs)
- ✅ Implement
DockerBuildOptionswith builder pattern - ✅ Implement
build_image()with real-time output streaming - ✅ Implement
push_image()with progress indication - ✅ Add Docker daemon verification
- ✅ Update build subcommand to use Docker module
- ✅ Add unit tests (5 tests)
- ✅ Add integration tests (14 tests)
- ✅ Verify all tests pass
- ✅ Handle errors gracefully with actionable messages
- ✅ Use
indicatiffor progress bars - ✅ Stream Docker output in real-time
- ✅ Support all CLI flags (--tag, --no-push, --no-cache, --dockerfile, --context)
- ✅ Validate Docker installation and image existence
Next Steps (Milestone 3)
The next milestone should implement RunPod deployment functionality:
- Complete
src/runpod/deployment.rsimplementation - Integrate with
src/cli/deploy.rs - Add RunPod API client functionality
- Test end-to-end deployment workflow
Notes
- The implementation prioritizes reliability and error handling
- All error messages are actionable and suggest fixes
- The builder pattern makes it easy to extend functionality
- Real-time output streaming provides immediate feedback
- Tests validate both success and error paths