mirror of
https://github.com/azaion/detections.git
synced 2026-04-22 22:36:32 +00:00
Oleksandr Bezdieniezhnykh
be4cab4fcb
- Added `/detect/video` endpoint for true streaming video detection, allowing inference to start as upload bytes arrive. - Introduced `run_detect_video_stream` method in the inference module to handle video processing from a file-like object. - Updated media hashing to include a new function for computing hashes directly from files with minimal I/O. - Enhanced documentation to reflect changes in video processing and API behavior. Made-with: Cursor
43 lines
2.3 KiB
Markdown
43 lines
2.3 KiB
Markdown
# Environment Strategy
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## Environments
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| Environment | Purpose | Infrastructure | Data |
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|-------------|---------|---------------|------|
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| Development | Local developer workflow | docker-compose with mock services | Mock Loader serves test ONNX model; mock Annotations accepts all requests |
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| Staging | Pre-production validation | Mirrors production topology (Docker or K8s) | Real Loader with test model; real Annotations with test database |
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| Production | Live system | Docker with GPU (TensorRT) + reverse proxy | Real Loader, real Annotations, production model |
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## Environment Variable Management
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| Source | Environment | Method |
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|--------|-------------|--------|
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| `.env` file | Development | Loaded by docker-compose; git-ignored |
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| `.env.example` | All | Template committed to VCS (no secrets) |
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| Secret manager | Staging/Production | Inject via deployment scripts or K8s secrets |
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All required variables are listed in `.env.example`. The application fails fast on missing `classes.json` (startup crash) but uses safe defaults for all other variables.
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## Secrets Management
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| Secret | Development | Staging | Production |
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|--------|-------------|---------|------------|
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| Container registry credentials | Local registry or none | CI/CD secret | CI/CD secret |
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| SSH deploy key | N/A | CI/CD secret | CI/CD secret |
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| Bearer tokens | Test tokens from mock | Real auth service | Real auth service |
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**Rotation policy**: Registry credentials and deploy keys should be rotated every 90 days. Bearer tokens are per-request (no stored credentials in the service).
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**No secrets stored by the service**: Detections is stateless — tokens come from client HTTP headers and are forwarded to the Annotations service. No database credentials, API keys, or encryption keys are needed.
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## Configuration Per Environment
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| Config | Development | Staging | Production |
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|--------|-------------|---------|------------|
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| LOADER_URL | http://mock-loader:8080 | http://loader:8080 | http://loader:8080 |
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| ANNOTATIONS_URL | http://mock-annotations:8081 | http://annotations:8080 | http://annotations:8080 |
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| GPU | Not required (ONNX CPU) | Optional | Required (TensorRT) |
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| Log level | DEBUG (stdout) | INFO (file + stdout) | INFO (file) |
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| TLS | None | Reverse proxy | Reverse proxy |
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| Rate limiting | None | Reverse proxy (optional) | Reverse proxy (required) |
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