SIENTIAPDE-1445
Enhance Activities and API Integration - Updated Activities class to include API operations for external data ingestion. - Added API configuration builder to connectors_config.py for environment variable management. - Integrated API configuration into worker setup. - Expanded unit tests to cover new API functionality and configuration handling. - Updated requirements.txt to include pycurl and prometheus-client for enhanced metrics support.
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scouter/activities/api.py
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133
scouter/activities/api.py
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from temporalio import activity, workflow
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with workflow.unsafe.imports_passed_through():
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import traceback
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from typing import Any
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from sientia_do.notifications.handlers import NotificationHandler
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from sientia_do.notifications.models import NotificationLevel
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from sientia_do.observability.logger import Logger
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from sientia_do.observability.metrics_controller import MetricsController
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from sientia_do.observability.sientia_monitoring import SientiaMonitoring
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from scouter.utils.clients.pi_web_api_client import PIWebAPIClient
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class API(SientiaMonitoring):
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"""
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PI Web API operations for data retrieval.
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This class provides Temporal activities for interacting with the PI Web API
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to retrieve tag values and historical data. It implements:
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- Tag value retrieval from PI Web API endpoints
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- Data quality filtering and validation
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- Error handling with notifications
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- Metrics collection for monitoring
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The class wraps the PIWebAPIClient to provide Temporal-aware activity methods
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that can be used in workflow orchestration.
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"""
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def __init__(
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self,
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base_url: str,
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auth_type: str,
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auth_token: str,
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logger: Logger,
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notification_handler: NotificationHandler,
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metrics_controller: MetricsController,
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) -> None:
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"""
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Initialize API activity with PI Web API client.
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Args:
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base_url (str): Base URL of the PI Web API server
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auth_type (str): Authentication type ('basic' or 'bearer')
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auth_token (str): Authentication token
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logger (Logger): Logger instance for operation logging
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notification_handler (NotificationHandler): Handler for system notifications
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metrics_controller (MetricsController): Controller for metrics collection
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"""
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SientiaMonitoring.__init__(self, logger, notification_handler, metrics_controller)
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self.pi_web_api_client = PIWebAPIClient(
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base_url=base_url,
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auth_config={
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'type': auth_type,
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'token': auth_token,
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},
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logger=logger,
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notification_handler=notification_handler,
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metrics_controller=metrics_controller,
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)
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def close(self) -> None:
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"""
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Close the PI Web API client and shutdown monitoring services.
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"""
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self.pi_web_api_client.close()
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SientiaMonitoring.shutdown(self)
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@activity.defn(name='get_tag_values')
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async def get_tag_values(self, input_data: dict[str, Any]) -> list[dict]:
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"""
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Retrieve tag values from PI Web API for specified WebIds.
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This activity fetches historical or real-time data from the PI Web API
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for a set of configured tags. It returns the data as a list of dictionaries
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suitable for further processing in the workflow.
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Args:
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input_data (dict[str, Any]): Activity input parameters.
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Required fields:
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- metadata (dict[str, Any]): Workflow execution metadata
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- endpoint (str): PI Web API endpoint path
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- web_ids (dict[str, str | None]): Tag names mapped to WebIds
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- period (dict[str, str]): Time period with 'start_time' field
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- api_timeout (int): Request timeout in seconds
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- max_count (int, optional): Maximum data points per tag. Defaults to 1
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Returns:
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list[dict]: List of data records, each containing:
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- timestamp: Data point timestamp
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- name: Tag name
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- value: Numeric value
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- tag: WebId
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Raises:
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PIMSRequestError: If API request fails
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Exception: If data retrieval or processing fails
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"""
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metadata = input_data['metadata']
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endpoint = input_data['endpoint']
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web_ids = input_data['web_ids']
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period = input_data['period']
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max_count = input_data.get('max_count', 1)
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api_timeout = input_data['api_timeout']
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self.info(f'Getting tag values from {endpoint}', metadata=metadata)
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self.debug(f'Web IDs: {web_ids}', metadata=metadata)
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try:
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latest_values = await self.pi_web_api_client.get_latest_values_df(
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endpoint=endpoint,
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web_ids=web_ids,
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start_time=period,
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max_count=max_count,
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metadata=metadata,
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timeout=api_timeout,
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)
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except Exception as e:
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await self.send_notification_async(
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metadata=metadata,
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notification_id='PI_WEB_API_REQUEST_ERROR',
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message=f'Error getting tag values from PI Web API: {e}',
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block='get_tag_values',
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level=NotificationLevel.ERROR,
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attachment_content=traceback.format_exc(),
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)
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raise e
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self.debug(f'Latest values: {latest_values}', metadata=metadata)
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self.info(f'Gathered {len(latest_values)} tag values', metadata=metadata)
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return latest_values.to_dict(orient='records')
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