Add monitoring and alerting mechnism#910
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Engine fixes: - Engine.Dockerfile: deploy echo_engine_iot.py as echo_engine.py so the IoT engine actually runs in Docker - Engine/requirements.txt: add scikit-learn (imported but missing) - echo_engine.json: add API_URL field to replace hardcoded endpoint - echo_engine_iot.py: read API URL from config, remove duplicate import, add _handle_edge_prediction() for edge devices, route on payload type - test_iot_integration.py: fix import so unit tests run locally Light engine MQTT fix: - light_echo_engine.json: correct MQTT_CLIENT_URL from mqtt-broker to ts-mqtt-server-cont, fixing DNS resolution error on startup - torch_impl/requirements.txt: add paho-mqtt==1.6.1, pymongo, geopy, google-cloud-storage (all imported but missing) Edge inference (new): - IoT/edge_inference/iot_edge_client.py: RPi script that records audio, runs EfficientNetV2 TFLite on-device, publishes only prediction result over MQTT (no audio transmitted) - IoT/edge_inference/requirements.txt: RPi deps - IoT/edge_inference/README.md: deployment guide
Signed-off-by: mraula <96328895+mraula@users.noreply.github.com>
Added error_analysis folder with analysis notebook and resulting output that covers core essentials of production model strengths and weaknesses.
Updated Onboarding Task with YZ
Signed-off-by: Kishan Fernando <116418723+KishanFW@users.noreply.github.com>
…Task Ee/of/onboarding task
…g-task Completed onboarding task - added bird descriptions
…g-task Add onboarding task
…lity-guide Add engine maintainability guide and handover workbook
…diness Sprint 2 Task 4 Dataset Readiness Workflow
…diness Ee/ds/dataset readinessSprint 2 Task 4 Dataset Readiness Workflow
…apping Added ALA label mapping validation workflow
…nfidence-eval Add Sprint 2 Task 2 deliverable: calibration evaluation report
Created final Error Analysis Report from data gathered from the error_analysis Notebook.
…ysis Create Error Analysis Report.pdf
…standardisation Ee/ka/calibrated confidence standardisation
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Added health check verification and add service update, response time and error rate monitoring