Configuration and Logging#
The Rapidata SDK provides a centralized configuration system through the global rapidata_config object that controls all aspects of the SDK's behavior including logging, output management, upload settings, and data sharing.
Rapidata Configuration System#
All configuration is managed through the global rapidata_config object, which provides a unified way to configure:
- Logging Configuration: Log levels, file output, formatting, silent mode and OpenTelemetry integration
- Upload Configuration: Worker threads and retry settings
Basic Usage#
from rapidata import rapidata_config, logger
logger.info("This will not be shown")
rapidata_config.logging.level = "INFO"
logger.info("This will be shown")
Note: The logging system is now fully managed through
rapidata_config.logging. Changes to the configuration are automatically applied to the logger in real-time.
Logging Configuration Options#
| Parameter | Type | Default | Description |
|---|---|---|---|
level |
str |
"WARNING" |
Logging level (DEBUG, INFO, WARNING, ERROR, CRITICAL) |
log_file |
Optional[str] |
None |
Optional file path for log output |
format |
str |
"%(asctime)s - %(name)s - %(levelname)s - %(message)s" |
Log message format |
silent_mode |
bool |
False |
Suppress prints and progress bars (doesn't affect logging) |
enable_otlp |
bool |
True |
Enable OpenTelemetry trace logs to Rapidata |
Note: Rapidata SDK tracking is limited exclusively to SDK-generated logs and traces. No other data is collected.