SIENTIAPDE-1094
Update environment configuration and refactor activity imports - Changed Kafka, Redis, and Temporal host configurations to use localhost. - Updated the version reference for the sientia-dataops-library in requirements.txt. - Refactored import paths for activities to align with new module structure. - Removed unused base.py and postgres.py files. - Updated logger and policies imports to reflect new module locations. - Adjusted values.yaml for branch and log level settings.
This commit is contained in:
6
.env
6
.env
@@ -6,13 +6,13 @@ POSTGRES_DB=sientia
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POSTGRES_MIN_CONNECTIONS=5
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POSTGRES_MAX_CONNECTIONS=20
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KAFKA_BOOTSTRAP_SERVERS=kafka:29092
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KAFKA_BOOTSTRAP_SERVERS=localhost:9092
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KAFKA_POLLING_TIME=1000
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REDIS_HOST=redis
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REDIS_HOST=localhost
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REDIS_PORT=6379
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TEMPORAL_HOST=host.docker.internal:7233
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TEMPORAL_HOST=localhost:7233
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TEMPORAL_NAMESPACE=default
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LOG_LEVEL=INFO
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@@ -3,5 +3,5 @@ psycopg2-binary
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sqlalchemy
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asyncua
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redis
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git+ssh://git@github.com/Aignosi/sientia-dataops-library.git
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git+ssh://git@github.com/Aignosi/sientia-dataops-library.git@1.1.14
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git+ssh://git@github.com/Aignosi/sientia-mlops-library.git
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@@ -1,12 +1,12 @@
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from temporalio import activity, workflow
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with workflow.unsafe.imports_passed_through():
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from scouter.activities.postgres import Postgres
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from sientia_do.temporal.activities.postgres import Postgres
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from sientia_do.notifications.handlers import NotificationHandler
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from scouter.activities.redis import Redis
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from scouter.activities.kafka import Kafka
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from scouter.activities.gates import Gates
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from logging import Logger
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from sientia_do.notifications.handlers import NotificationHandler
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from typing import Any
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@@ -1,26 +0,0 @@
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from typing import Any
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from logging import Logger
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from temporalio import activity
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from sientia_do.notifications.handlers import NotificationHandler
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class BaseActivity:
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def __init__(self, logger: Logger, notification_handler: NotificationHandler):
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self.logger = logger
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self.notification_handler = notification_handler
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@activity.defn(name="prepare_activity")
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async def prepare_activity(self, input_data: dict[str, Any]):
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"""
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Prepare the activity for the notification handler.
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Args:
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workflow_name (str): The name of the workflow.
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schedule_name (str): The name of the schedule.
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model_name (str): The name of the model.
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model_id (str): The id of the model.
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"""
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self.notification_handler.base_notification.pipeline_name = input_data['workflow_name']
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self.notification_handler.base_notification.schedule_name = input_data['schedule_name']
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self.notification_handler.base_notification.model_name = input_data['model_name']
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self.notification_handler.base_notification.model_id = input_data['model_id']
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@@ -7,7 +7,7 @@ from kafka import KafkaProducer
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from temporalio import activity
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from sientia_do.notifications.handlers import NotificationHandler
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from scouter.activities.base import BaseActivity
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from sientia_do.temporal.activities.base import BaseActivity
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class Faker(BaseActivity):
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@@ -2,7 +2,7 @@ from temporalio import workflow, activity
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with workflow.unsafe.imports_passed_through():
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from sientia_do.notifications.models import NotificationLevel
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from scouter.activities.base import BaseActivity
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from sientia_do.temporal.activities.base import BaseActivity
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from scouter.utils.quality.filters import null_values_filter, out_of_bounds_filter
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from typing import Any
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import traceback
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@@ -3,7 +3,7 @@ from temporalio import workflow, activity
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with workflow.unsafe.imports_passed_through():
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from logging import Logger
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from sientia_do.notifications.handlers import NotificationHandler
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from scouter.activities.base import BaseActivity
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from sientia_do.temporal.activities.base import BaseActivity
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from typing import Any
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from kafka import KafkaConsumer
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from pandas import DataFrame
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@@ -1,85 +0,0 @@
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import traceback
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from temporalio import workflow, activity
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with workflow.unsafe.imports_passed_through():
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from sqlalchemy import create_engine
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from sqlalchemy.orm import sessionmaker
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from sqlalchemy.pool import QueuePool
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from pandas import DataFrame
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from logging import Logger
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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 scouter.activities.base import BaseActivity
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from typing import Any
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class Postgres(BaseActivity):
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def __init__(self, host: str, port: int,
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user: str, password: str, dbname: str,
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min_connections: int, max_connections: int,
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logger: Logger, notification_handler: NotificationHandler):
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self.host = host
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self.port = port
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self.user = user
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self.password = password
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self.dbname = dbname
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# Create SQLAlchemy engine with connection pooling
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self.engine = create_engine(
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f'postgresql://{user}:{password}@{host}:{port}/{dbname}',
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poolclass=QueuePool,
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pool_size=min_connections,
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max_overflow=max_connections - min_connections,
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pool_pre_ping=True
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)
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self.session_factory = sessionmaker(bind=self.engine)
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BaseActivity.__init__(self, logger, notification_handler)
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def close(self):
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self.engine.dispose()
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def __del__(self):
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self.close()
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@activity.defn(name="export_data_to_postgres")
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async def export_data_to_postgres(self, input_data: dict[str, Any]):
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"""
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Exports data to a postgres table.
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Args:
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input_data (dict[str, Any]): The data to export. Contains:
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schema (str): The schema of the table.
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table_name (str): The name of the table.
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data (DataFrame): The data to export.
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"""
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self.logger.debug(
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f"Exporting data to postgres: {input_data['data']}")
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schema = input_data["schema"]
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table_name = input_data["table_name"]
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data = DataFrame(input_data["data"])
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with self.session_factory() as session:
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try:
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data.to_sql(table_name, self.engine, schema=schema,
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if_exists="append", index=False)
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session.commit()
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except Exception as e:
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trace = traceback.format_exc()
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self.notification_handler.build_and_send_notification(
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notification_id="ERROR_EXPORTING_DATA_TO_POSTGRES",
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message=f"Error exporting data to postgres: {e}",
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block="export_data_to_postgres",
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level=NotificationLevel.ERROR,
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attachment_content=trace
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)
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self.logger.error(trace)
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else:
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self.logger.debug("Data exported to postgres")
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finally:
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session.close()
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@@ -3,39 +3,19 @@ from temporalio import workflow, activity
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with workflow.unsafe.imports_passed_through():
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from logging import Logger
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from sientia_do.notifications.handlers import NotificationHandler
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from scouter.activities.base import BaseActivity
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import redis
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import json
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from sientia_do.temporal.activities.redis_base import Redis as RedisBase
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from typing import Any
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from pandas import DataFrame
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from datetime import datetime
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class Redis(BaseActivity):
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class Redis(RedisBase):
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def __init__(self, host: str, port: int,
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username: str, password: str,
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logger: Logger, notification_handler: NotificationHandler):
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self.host = host
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self.port = port
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self.username = username
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self.password = password
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self.redis_client = redis.Redis(
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host=self.host,
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port=self.port,
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decode_responses=True,
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username=self.username,
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password=self.password
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)
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BaseActivity.__init__(self, logger, notification_handler)
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def get(self, key: str):
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history = self.redis_client.get(key)
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return json.loads(history) if history else None
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def set(self, key: str, data: dict, ttl=600):
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self.redis_client.set(key, json.dumps(data), ex=ttl)
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RedisBase.__init__(self, host, port, username,
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password, logger, notification_handler)
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@activity.defn(name="group_and_hold_data")
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async def group_and_hold_data(self, input_data: dict[str, Any]):
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@@ -1,22 +0,0 @@
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from os import getenv
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import logging
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import sys
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def get_logger(name: str):
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log_level = getenv('LOG_LEVEL', 'INFO').upper()
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logger = logging.getLogger(name)
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logger.setLevel(log_level)
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stream_handler = logging.StreamHandler(sys.stdout)
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stream_handler.setLevel(log_level)
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stream_handler.setFormatter(
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logging.Formatter(
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'%(asctime)s - %(name)s - %(levelname)s - %(message)s'
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)
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)
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logger.addHandler(stream_handler)
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return logger
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@@ -1,9 +0,0 @@
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from temporalio.common import RetryPolicy
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from datetime import timedelta
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retry_policy = RetryPolicy(
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initial_interval=timedelta(seconds=1),
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backoff_coefficient=2.0,
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maximum_interval=timedelta(minutes=1),
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maximum_attempts=1
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)
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@@ -4,13 +4,13 @@ from temporalio.worker import Worker
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with workflow.unsafe.imports_passed_through():
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import os
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from sientia_do.notifications.handlers import NotificationHandler
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from sientia_do.temporal.utils.logger import get_logger
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from scouter.activities.activities import Activities
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from scouter.workflow.scouter import Scouter
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from scouter.workflow.sub_workflows.core_scouter import CoreScouter
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from scouter.workflow.fake_data import FakeData
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from scouter.activities.faker import Faker
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import asyncio
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from scouter.utils.logger import get_logger
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from scouter.utils.connectors_config import (
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build_postgres_config,
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build_kafka_config,
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@@ -30,11 +30,7 @@ async def main():
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notification_handler = NotificationHandler(
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servers=os.getenv('KAFKA_BOOTSTRAP_SERVERS', 'http://localhost:9092'),
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logger=logger,
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project_name=os.getenv('PROJECT_NAME', 'scouter'),
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pipeline_name='-',
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trigger_name='-',
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model_name='-',
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model='-'
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project_name=os.getenv('PROJECT_NAME', 'scouter')
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)
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logger.info('Starting Activities...')
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@@ -4,7 +4,7 @@ with workflow.unsafe.imports_passed_through():
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from scouter.activities.faker import Faker
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from datetime import timedelta
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from typing import Dict, Any
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from scouter.utils.policies import retry_policy
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from sientia_do.temporal.utils.policies import retry_policy
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@workflow.defn(name="fake_data")
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@@ -4,7 +4,7 @@ with workflow.unsafe.imports_passed_through():
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from scouter.activities.activities import Activities
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from typing import Any
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from datetime import timedelta
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from scouter.utils.policies import retry_policy
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from sientia_do.temporal.utils.policies import retry_policy
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@workflow.defn(name="scouter")
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@@ -4,7 +4,7 @@ with workflow.unsafe.imports_passed_through():
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from scouter.activities.activities import Activities
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from typing import Any
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from datetime import timedelta
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from scouter.utils.policies import retry_policy
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from sientia_do.temporal.utils.policies import retry_policy
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@workflow.defn(name="core_scouter")
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@@ -123,7 +123,7 @@ env:
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- name: GITHUB_REPO_URL
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value: "git@github.com:Aignosi/sientia-dataops-scouter_temporal.git"
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- name: GITHUB_BRANCH
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value: "SIENTIAPDE-1005-implementar-os-workflows-mapeados-utilizando-as-workers-e-activities-apropriadas"
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value: "main"
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- name: PYTHON_APP
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value: "scouter.worker.worker"
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@@ -164,7 +164,7 @@ env:
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key: redis-password
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- name: LOG_LEVEL
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value: "INFO"
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value: "DEBUG"
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- name: PROJECT_NAME
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value: "sientia-scouter"
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@@ -180,6 +180,7 @@ ssh:
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knownHostsPath: /mnt/known_hosts
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# kubectl create secret docker-registry docker-hub-secret --namespace sientia --docker-server=http://aignosi.azurecr.io --docker-username=aignosi --docker-password=5I5zpQ6sRaHqX1hD3dr+2mo647yO3FRc359/wu6gsP+ACRDRz5mp
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# helm upgrade --install sientia-scouter-worker sientia/sientia-module -n sientia --create-namespace -f ./values.yaml --version 0.1.0-uat
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# kubectl create secret generic git-ssh-key-sientia-scouter-worker \
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