Bug fix and improvements
Fixed the initialization of the Influxdb client Added and improved diagnostic messages Change-Id: Ic8aaa0728a4b936cd4c6e1ed5a0e01ba8f0fb003
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@ -1,4 +1,4 @@
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#Tue May 14 15:38:04 UTC 2024
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#Thu May 16 12:31:21 UTC 2024
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APP_NAME=default_application
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METHOD=exponential_smoothing
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INFLUXDB_HOSTNAME=nebulous-influxdb
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@ -92,11 +92,13 @@ class ApplicationState:
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print_data_from_db = True
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query_string = 'from(bucket: "'+self.influxdb_bucket+'") |> range(start:-'+time_interval_to_get_data_for+') |> filter(fn: (r) => r["_measurement"] == "'+metric_name+'")'
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influx_connector = InfluxDBConnector()
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print("performing query for application with bucket "+str(self.influxdb_bucket))
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logging.info("performing query for application with bucket "+str(self.influxdb_bucket))
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logging.info("The body of the query is "+query_string)
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logging.info("The configuration of the client is "+Utilities.get_fields_and_values(influx_connector))
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current_time = time.time()
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result = influx_connector.client.query_api().query(query_string, EsPredictorState.influxdb_organization)
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elapsed_time = time.time()-current_time
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print("performed query, it took "+str(elapsed_time) + " seconds")
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logging.info("performed query, it took "+str(elapsed_time) + " seconds")
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#print(result.to_values())
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with open(self.get_prediction_data_filename(EsPredictorState.configuration_file_location, metric_name), 'w') as file:
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for table in result:
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@ -1,7 +1,7 @@
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from influxdb_client import InfluxDBClient, Point, WritePrecision
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from datetime import datetime
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from influxdb_client.client.write_api import SYNCHRONOUS
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import logging
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from runtime.operational_status.EsPredictorState import EsPredictorState
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#import influxdb_client, os, time
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@ -40,11 +40,11 @@ from runtime.operational_status.EsPredictorState import EsPredictorState
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class InfluxDBConnector:
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client = InfluxDBClient(url="http://" + EsPredictorState.influxdb_hostname + ":" + str(EsPredictorState.influxdb_port), token=EsPredictorState.influxdb_token, org=EsPredictorState.influxdb_organization)
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write_api = client.write_api(write_options=SYNCHRONOUS)
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def InfluxDBConnector(self):
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pass
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def __init__(self):
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self.client = InfluxDBClient(url="http://" + EsPredictorState.influxdb_hostname + ":" + str(EsPredictorState.influxdb_port), token=EsPredictorState.influxdb_token, org=EsPredictorState.influxdb_organization)
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self.write_api = self.client.write_api(write_options=SYNCHRONOUS)
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logging.info("Successfully created InfluxDB connector, client is "+str(self.client))
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def write_data(self,data,bucket):
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self.write_api.write(bucket=bucket, org=EsPredictorState.influxdb_organization, record=data, write_precision=WritePrecision.S)
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@ -8,7 +8,7 @@ import pathlib
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#from morphemic.dataset import DatasetMaker
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import datetime
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import logging,os
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from dateutil import parser
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import json
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from influxdb_client import InfluxDBClient
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from runtime.operational_status.EsPredictorState import EsPredictorState
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@ -42,7 +42,7 @@ class Utilities:
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EsPredictorState.influxdb_password = EsPredictorState.configuration_details.get("INFLUXDB_PASSWORD").data
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EsPredictorState.influxdb_org = EsPredictorState.configuration_details.get("INFLUXDB_ORG").data
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#This method accesses influx db to retrieve the most recent metric values.
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Utilities.print_with_time("The configuration effective currently is the following\n "+Utilities.get_fields_and_values(EsPredictorState))
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@staticmethod
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def update_influxdb_organization_id():
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@ -63,3 +63,13 @@ class Utilities:
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return path
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else:
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return path + os.sep
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@staticmethod
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def default_to_string(obj):
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return str(obj)
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@classmethod
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def get_fields_and_values(cls,object):
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#Returns those fields that do not start with __ (and their values)
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fields_values = {key: value for key, value in object.__dict__.items() if not key.startswith("__")}
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return json.dumps(fields_values,indent=4,default=cls.default_to_string)
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