MLflow:EnvironmentVariables
This module defines environment variables used in MLflow. MLflow’s environment variables adhere to the following naming conventions: - Public variables: environment variable names begin with MLFLOW_ - Internal-use variables: For variables used only internally, names start with MLFLOW
Key List
- MLFLOW_ACTIVE_MODEL_ID
- MLFLOW_ALIAS_PROMPT_CACHE_TTL_SECONDS
- MLFLOW_ALLOW_HTTP_REDIRECTS
- MLFLOW_ALLOW_PICKLE_DESERIALIZATION
- MLFLOW_ARTIFACT_LOCATION_MAX_LENGTH
- MLFLOW_ARTIFACT_UPLOAD_DOWNLOAD_TIMEOUT
- MLFLOW_ASYNC_LOGGING_BUFFERING_SECONDS
- MLFLOW_ASYNC_LOGGING_THREADPOOL_SIZE
- MLFLOW_ASYNC_TRACE_LOGGING_MAX_INTERVAL_MILLIS
- MLFLOW_ASYNC_TRACE_LOGGING_MAX_QUEUE_SIZE
- MLFLOW_ASYNC_TRACE_LOGGING_MAX_WORKERS
- MLFLOW_ASYNC_TRACE_LOGGING_RETRY_TIMEOUT
- MLFLOW_AUTH_CONFIG_PATH
- MLFLOW_CONDA_CREATE_ENV_CMD
- MLFLOW_CONDA_HOME
- MLFLOW_CONFIGURE_LOGGING
- MLFLOW_CREATE_MODEL_VERSION_SOURCE_VALIDATION_REGEX
- MLFLOW_DATABRICKS_ENDPOINT_HTTP_RETRY_TIMEOUT
- MLFLOW_DEFAULT_PREDICTION_DEVICE
- MLFLOW_DEPLOYMENTS_CONFIG
- MLFLOW_DEPLOYMENTS_TARGET
- MLFLOW_DEPLOYMENT_CLIENT_HTTP_REQUEST_TIMEOUT
- MLFLOW_DEPLOYMENT_FLAVOR_NAME
- MLFLOW_DEPLOYMENT_PREDICT_TIMEOUT
- MLFLOW_DEPLOYMENT_PREDICT_TOTAL_TIMEOUT
- MLFLOW_DFS_TMP
- MLFLOW_DISABLE_DATABRICKS_SDK_FOR_RUN_ARTIFACTS
- MLFLOW_DISABLE_ENV_CREATION
- MLFLOW_DISABLE_ENV_MANAGER_CONDA_WARNING
- MLFLOW_DISABLE_SCHEMA_DETAILS
- MLFLOW_DISABLE_TELEMETRY
- MLFLOW_DOCKER_OPENJDK_VERSION
- MLFLOW_DOWNLOAD_CHUNK_TIMEOUT
- MLFLOW_ENABLE_ARTIFACTS_PROGRESS_BAR
- MLFLOW_ENABLE_ASYNC_LOGGING
- MLFLOW_ENABLE_ASYNC_TRACE_LOGGING
- MLFLOW_ENABLE_DBFS_FUSE_ARTIFACT_REPO
- MLFLOW_ENABLE_DB_SDK
- MLFLOW_ENABLE_OTEL_GENAI_SEMCONV
- MLFLOW_ENABLE_OTLP_EXPORTER
- MLFLOW_ENABLE_PROXY_MULTIPART_DOWNLOAD
- MLFLOW_ENABLE_PROXY_MULTIPART_UPLOAD
- MLFLOW_ENABLE_SYSTEM_METRICS_LOGGING
- MLFLOW_ENABLE_UC_FUNCTIONS
- MLFLOW_ENABLE_UC_VOLUME_FUSE_ARTIFACT_REPO
- MLFLOW_ENABLE_WORKSPACES
- MLFLOW_ENFORCE_STDIN_SCORING_SERVER_FOR_SPARK_UDF
- MLFLOW_ENV_ROOT
- MLFLOW_EXPERIMENT_ID
- MLFLOW_EXPERIMENT_NAME
- MLFLOW_FLASK_SERVER_SECRET_KEY
- MLFLOW_GATEWAY_BUDGET_REDIS_URL
- MLFLOW_GATEWAY_BUDGET_REFRESH_INTERVAL
- MLFLOW_GATEWAY_CONFIG
- MLFLOW_GATEWAY_RESOLVE_API_KEY_FROM_ENV
- MLFLOW_GATEWAY_RESOLVE_API_KEY_FROM_FILE
- MLFLOW_GATEWAY_URI
- MLFLOW_GCS_DOWNLOAD_CHUNK_SIZE
- MLFLOW_GCS_UPLOAD_CHUNK_SIZE
- MLFLOW_GENAI_DISCOVERY_TRIAGE_SAMPLE_SIZE
- MLFLOW_GENAI_EVAL_ASYNC_TIMEOUT
- MLFLOW_GENAI_EVAL_ENABLE_SCORER_TRACING
- MLFLOW_GENAI_EVAL_MAX_SCORER_WORKERS
- MLFLOW_GENAI_EVAL_MAX_WORKERS
- MLFLOW_GENAI_EVAL_SKIP_TRACE_VALIDATION
- MLFLOW_GENAI_OPTIMIZE_MAX_WORKERS
- MLFLOW_GENAI_SIMULATOR_MAX_WORKERS
- MLFLOW_HTTP_POOL_CONNECTIONS
- MLFLOW_HTTP_POOL_MAXSIZE
- MLFLOW_HTTP_REQUEST_BACKOFF_FACTOR
- MLFLOW_HTTP_REQUEST_BACKOFF_JITTER
- MLFLOW_HTTP_REQUEST_MAX_RETRIES
- MLFLOW_HTTP_REQUEST_TIMEOUT
- MLFLOW_HTTP_RESPECT_RETRY_AFTER_HEADER
- MLFLOW_HUGGINGFACE_DEVICE_MAP_STRATEGY
- MLFLOW_HUGGINGFACE_MODEL_MAX_SHARD_SIZE
- MLFLOW_HUGGINGFACE_USE_LOW_CPU_MEM_USAGE
- MLFLOW_INPUT_EXAMPLE_INFERENCE_TIMEOUT
- MLFLOW_JUDGE_MAX_ITERATIONS
- MLFLOW_KERBEROS_TICKET_CACHE
- MLFLOW_KERBEROS_USER
- MLFLOW_LOCK_MODEL_DEPENDENCIES
- MLFLOW_LOGGING_LEVEL
- MLFLOW_LOG_MODEL_COMPRESSION
- MLFLOW_LOG_UV_FILES
- MLFLOW_MULTIPART_DOWNLOAD_CHUNK_SIZE
- MLFLOW_MULTIPART_DOWNLOAD_MINIMUM_FILE_SIZE
- MLFLOW_MULTIPART_UPLOAD_CHUNK_SIZE
- MLFLOW_MULTIPART_UPLOAD_MINIMUM_FILE_SIZE
- MLFLOW_MYSQL_SSL_CA
- MLFLOW_MYSQL_SSL_CERT
- MLFLOW_MYSQL_SSL_KEY
- MLFLOW_NOTEBOOK_TRACE_RENDERER_BASE_URL
- MLFLOW_ONLINE_SCORING_DEFAULT_SESSION_COMPLETION_BUFFER_SECONDS
- MLFLOW_ONLINE_SCORING_MAX_WORKER_THREADS
- MLFLOW_OPENAI_SECRET_SCOPE
- MLFLOW_PRESIGNED_DOWNLOAD_URL_TTL_SECONDS
- MLFLOW_PRINT_MODEL_URLS_ON_CREATION
- MLFLOW_PROMPT_CACHE_MAX_SIZE
- MLFLOW_PYARROW_EXTRA_CONF
- MLFLOW_REGISTRY_DIR
- MLFLOW_REGISTRY_URI
- MLFLOW_REQUIREMENTS_INFERENCE_RAISE_ERRORS
- MLFLOW_REQUIREMENTS_INFERENCE_TIMEOUT
- MLFLOW_RUN_CONTEXT
- MLFLOW_RUN_ID
- MLFLOW_S3_ENDPOINT_URL
- MLFLOW_S3_EXPECTED_BUCKET_OWNER
- MLFLOW_S3_IGNORE_TLS
- MLFLOW_S3_UPLOAD_EXTRA_ARGS
- MLFLOW_SCORING_SERVER_REQUEST_TIMEOUT
- MLFLOW_SEARCH_TRACES_MAX_THREADS
- MLFLOW_SERVER_ALLOWED_HOSTS
- MLFLOW_SERVER_CORS_ALLOWED_ORIGINS
- MLFLOW_SERVER_DISABLE_SECURITY_MIDDLEWARE
- MLFLOW_SERVER_ENABLE_GRAPHQL_AUTH
- MLFLOW_SERVER_ENABLE_JOB_EXECUTION
- MLFLOW_SERVER_GRAPHQL_MAX_ALIASES
- MLFLOW_SERVER_GRAPHQL_MAX_ROOT_FIELDS
- MLFLOW_SERVER_JOB_TRANSIENT_ERROR_MAX_RETRIES
- MLFLOW_SERVER_JOB_TRANSIENT_ERROR_RETRY_BASE_DELAY
- MLFLOW_SERVER_JOB_TRANSIENT_ERROR_RETRY_MAX_DELAY
- MLFLOW_SERVER_JUDGE_INVOKE_MAX_WORKERS
- MLFLOW_SERVER_ONLINE_SCORING_MAX_WORKERS
- MLFLOW_SERVER_SCORER_INVOKE_BATCH_SIZE
- MLFLOW_SERVER_X_FRAME_OPTIONS
- MLFLOW_SKIP_SIGNATURE_CHECK_FOR_UC_REGISTRY_MIGRATION
- MLFLOW_SQLALCHEMYSTORE_ECHO
- MLFLOW_SQLALCHEMYSTORE_MAX_OVERFLOW
- MLFLOW_SQLALCHEMYSTORE_POOLCLASS
- MLFLOW_SQLALCHEMYSTORE_POOL_RECYCLE
- MLFLOW_SQLALCHEMYSTORE_POOL_SIZE
- MLFLOW_SUPPRESS_PRINTING_URL_TO_STDOUT
- MLFLOW_SYSTEM_METRICS_NODE_ID
- MLFLOW_SYSTEM_METRICS_SAMPLES_BEFORE_LOGGING
- MLFLOW_SYSTEM_METRICS_SAMPLING_INTERVAL
- MLFLOW_TRACE_ENABLE_OTLP_DUAL_EXPORT
- MLFLOW_TRACE_SAMPLING_RATIO
- MLFLOW_TRACE_TIMEOUT_CHECK_INTERVAL_SECONDS
- MLFLOW_TRACE_TIMEOUT_SECONDS
- MLFLOW_TRACE_USE_ISOLATED_RANDOM_ID_GENERATOR
- MLFLOW_TRACING_DESTINATION
- MLFLOW_TRACING_SQL_WAREHOUSE_ID
- MLFLOW_TRACKING_AUTH
- MLFLOW_TRACKING_AWS_SIGV4
- MLFLOW_TRACKING_CLIENT_CERT_PATH
- MLFLOW_TRACKING_DIR
- MLFLOW_TRACKING_INSECURE_TLS
- MLFLOW_TRACKING_PASSWORD
- MLFLOW_TRACKING_SERVER_CERT_PATH
- MLFLOW_TRACKING_TOKEN
- MLFLOW_TRACKING_URI
- MLFLOW_TRACKING_USERNAME
- MLFLOW_TRUNCATE_LONG_VALUES
- MLFLOW_UC_OSS_TOKEN
- MLFLOW_USE_DATABRICKS_SDK_MODEL_ARTIFACTS_REPO_FOR_UC
- MLFLOW_USE_DEFAULT_TRACER_PROVIDER
- MLFLOW_UV_AUTO_DETECT
- MLFLOW_VERSION_PROMPT_CACHE_TTL_SECONDS
- MLFLOW_WEBHOOK_CACHE_TTL
- MLFLOW_WEBHOOK_DELIVERY_MAX_WORKERS
- MLFLOW_WEBHOOK_REQUEST_MAX_RETRIES
- MLFLOW_WEBHOOK_REQUEST_TIMEOUT
- MLFLOW_WEBHOOK_SECRET_ENCRYPTION_KEY
- MLFLOW_WHEELED_MODEL_PIP_DOWNLOAD_OPTIONS
- MLFLOW_WORKSPACE
- MLFLOW_WORKSPACE_ARTIFACT_ROOT_CACHE_CAPACITY
- MLFLOW_WORKSPACE_ARTIFACT_ROOT_CACHE_TTL_SECONDS
- MLFLOW_WORKSPACE_STORE_URI