- Analytics backend Request listener will terminated incase topic doesn't exists.
- The GetAlrams() in KpiValueApi is updated to process the new resposne from daskstreamer.

- Updated `GetKpiAlarms()` to return the calculated KPI value along with the threshold.

- Added new tests in the `scripts` folder.
- Improved messages and test files across all services.
Telemetry and Analytics Backend:
- Added a `try` statement to handle Kafka message decoding errors.
Telemetry Frontend and KPI Value API:
- Downgraded `apscheduler` from `3.10.4` to `3.10.1` in the requirements file.
Kafka:
- Added a method to retrieve `KAFKA_SERVER_ADDRESS` from environment variables.
Telemetry Backend:
- Added a condition to allow the collector backend to run indefinitely.
- Changed the extracted `KpiValue` timestamp format to `"%Y-%m-%dT%H:%M:%SZ"` to meet Apache Spark requirements.
- Removed some unused packages from the `requirements.in` file.
Deployment Script:
- Added `"telemetry"` and `"analytics"` component names to the `TFS_COMPONENTS` variable in the `my_deploy.sh` file.

- Added scripts to test and display logs.
- Added `->` in the `docker run --name kafka` line in the `.gitlab.cl` file for `kpi_value_api`, `kpi_value_writer`, and `telemetry`.
- Removed Java from the `analytics` requirements file.

- Changed `StartAnalyzer` return type to `AnalyzerId`.
- Added `APScheduler` to requirements.
- Updated `AnalyticsBackend` Dockerfile to set `JAVA_HOME`.
- Added `Alarms` topic in the Kafka class.

- "FAIL" is changed to "FALL" in Spark streamer.
- start() was missing in RequestListener call.
- updated test file in KpiValueAPI

- Added the `GetKpiAlarms` method and `KpiAlarm` message in the proto file.
- Updated the client to handle the `GetKpiAlarms` method call.
- Implemented the `GetKpiAlarms` method (ResponseListener).
- Updated `ConvertValueToKpiValueType` to properly convert the value to the gRPC `KpiValueType` message.
- Updated test and messages files.

- updated cmd in test file of KPI manager
- move kafka producer object to __init__ function.
- write JSON object to Kafka
-  Read JSON object from Kafka
- Slight to manage the affect of JSON object.
- Static methods are removed.

- src/$IMAGE_NAME/tests/Dockerfile is removed from API.
- -f is added in "docker rm -f zookeeper" and "docker rm -f kafka" in Writer file.

- Improvements in Kafka.variables files.
- In KpiValueApiServiceImpl corrected the call from "admin_client()" to "kafka_address()"

- In Kafka.variables files: get_kafka_address() and get_admin_client() is added.
- In KpiValueApiServerImpl Kafka Admin Client call is updated.
- Kafka deployment script is added.

- README files of kpi manager/value writer/api are updated to reflect new changes.

- PROM_URL variable is updated with FQDN of Prometheus.

- refine Kpi_DB.py methods.
- improve description of messages.
- imporve the text description.

- Added "GetKpiSampleType" method to extract KpiSampleType based on KpiId.
- Added PromtheusConnect method to query Prometheus from prometheus_api_client library.
- KpiManagerClient added in DockerFile
- prometheus_api_client added in requirement file.

- KFK_SERVER_ADDRESS_TEMPLATE now defined inside the class KafkaConfig.
- variable renamed to "SERVER_ADDRESS" from "server_address"

- updated cmd in test file of KPI manager
- move kafka producer object to __init__ function.
- write JSON object to Kafka
-  Read JSON object from Kafka
- Slight to manage the affect of JSON object.
- Static methods are removed.

- src/$IMAGE_NAME/tests/Dockerfile is removed from API.
- -f is added in "docker rm -f zookeeper" and "docker rm -f kafka" in Writer file.

- Improvements in Kafka.variables files.
- In KpiValueApiServiceImpl corrected the call from "admin_client()" to "kafka_address()"

- In Kafka.variables files: get_kafka_address() and get_admin_client() is added.
- In KpiValueApiServerImpl Kafka Admin Client call is updated.
- Kafka deployment script is added.

- README files of kpi manager/value writer/api are updated to reflect new changes.

- PROM_URL variable is updated with FQDN of Prometheus.

- refine Kpi_DB.py methods.
- improve description of messages.
- imporve the text description.

- Added "GetKpiSampleType" method to extract KpiSampleType based on KpiId.
- Added PromtheusConnect method to query Prometheus from prometheus_api_client library.
- KpiManagerClient added in DockerFile
- prometheus_api_client added in requirement file.

- KFK_SERVER_ADDRESS_TEMPLATE now defined inside the class KafkaConfig.
- variable renamed to "SERVER_ADDRESS" from "server_address"

- README files of kpi manager/value writer/api are updated to reflect new changes.

- PROM_URL variable is updated with FQDN of Prometheus.

- refine Kpi_DB.py methods.
- improve description of messages.
- imporve the text description.

- Added "GetKpiSampleType" method to extract KpiSampleType based on KpiId.
- Added PromtheusConnect method to query Prometheus from prometheus_api_client library.
- KpiManagerClient added in DockerFile
- prometheus_api_client added in requirement file.

- KFK_SERVER_ADDRESS_TEMPLATE now defined inside the class KafkaConfig.
- variable renamed to "SERVER_ADDRESS" from "server_address"

- Activated CI/CD build and unitary test

- fixes deployment of KPI Writer and API