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sientia-dataops-model-manager/.env.example

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POSTGRES_HOST="paradedb-rw.paradedb.svc.cluster.local"
POSTGRES_PORT="5432"
POSTGRES_USER="sientia"
POSTGRES_PASSWORD="password"
POSTGRES_DBNAME="sientia"
POSTGRES_MIN_CONNECTIONS="10"
POSTGRES_MAX_CONNECTIONS="30"
MLFLOW_HOST="http://sientia-tracker-mlflow-tracking.sientia-tracker.svc.cluster.local"
MLFLOW_PORT="80"
MLFLOW_USERNAME="aignosi"
MLFLOW_PASSWORD="mlflow_password"
LOG_LEVEL="DEBUG"
HTTP_METRICS_PORT="9090"
HTTP_SDK_METRICS_PORT="9091"
PROJECT_NAME="sientia-model-manager"
TEMPORAL_HOST="temporal-frontend.temporal.svc.cluster.local:7233"
TEMPORAL_NAMESPACE="model-manager"
MONGODB_USERNAME="mongo_user"
MONGODB_PASSWORD="mongo_db_password"
MONGODB_URL="my-release-mongodb.mongodb.svc.cluster.local:27017"
MONGODB_DATABASE="sientia"
MONGODB_TTL_INDEX_HOURS="1"
MINIO_ENDPOINT_URL="http://minio.minio.svc.cluster.local:9000"
MINIO_ACCESS_KEY="minioadmin"
MINIO_SECRET_KEY="minioadmin"
MINIO_REGION="us-east-1"
MINIO_USE_SSL="false"
MINIO_MAX_RETRY_ATTEMPTS="3"
MINIO_RETRY_MODE="adaptive"
MINIO_CONNECT_TIMEOUT="10"
MINIO_READ_TIMEOUT="60"
# Workflow Activity Timeouts (in seconds)
# These timeouts are designed to handle large files (up to 200MB)
TIMEOUT_VALIDATE_PARAMS="30" # Parameter validation (fast operation)
TIMEOUT_DOWNLOAD_FILE="600" # File download from MinIO (10 min for 200MB @ 1MB/s with 3x buffer)
TIMEOUT_TRAIN_MODEL="1800" # Model training (30 min for large datasets)
TIMEOUT_SAVE_MODEL="300" # Save model to MLFlow (5 min for artifacts upload)
TIMEOUT_CLEANUP_DIRECTORY="60" # Cleanup temporary directory (1 min)
TIMEOUT_DELETE_FILE="60" # Delete file from MinIO (1 min)
TIMEOUT_UPDATE_DATABASE="30" # Database update operations (30 sec)
EXTRA_PIP_REQUIREMENTS="git+https://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@github.com/Aignosi/sientia-mlops-library.git"