neshap api

.env

+JOB_ID=1011
+HIRARCHY_TAGS=site_100$dept_100$line_100$equipment_106
+INPUT_TAGS=tag_107,tag_107,tag_109,tag_109,tag_120,tag_120
+OUTPUT_TAGS=tag_107,tag_108,tag_109,tag_110,tag_120,tag_121
+START_TIMESTAMP=1642636800
+NUMBER_FORCASTS=30
+FREQUENCY=days
+FILTER_TAG=site_100$dept_100$line_100$equipment_106$tag_106
+FILTER_VALUE=0
+FILTER_CONDITION=lte
+KAIROS_API_URL=http://ilens:iLens$456@qa.ilens.io/kairos/
+KAIROS_METRC_NAME=project_132__ilens.live_data.raw
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Dockerfile

+FROM python:3.7.12-slim
+ADD . /code
+WORKDIR /code
+RUN mkdir -p /code/logs
+RUN pip install -r requirements.txt
+CMD  ["python","main.py"]
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requirements.txt

+python-dateutil==2.8.2    
+python-dotenv==0.19.2 
+requests==2.27.1

scripts/utils/config.py

+import os
+from dotenv import load_dotenv
+load_dotenv()  # take environment variables from .env.
+
+JOB_ID=os.environ.get('JOB_ID')
+
+LOG_LEVEL = os.environ.get("LOG_LEVEL", "DEBUG").upper()
+LOGSTASH_HOST = os.environ.get("LOGSTASH_HOST", None)
+LOGSTASH_PORT = os.environ.get("LOGSTASH_PORT", None)
+LOG_HANDLER_NAME = os.environ.get("LOG_HANDLER_NAME", "MovingAverageComponent")
+BASE_LOG_PATH = os.path.join(os.getcwd(), "logs".format())
+
+KAIROS_API_URL=os.environ.get("KAIROS_API_URL").strip()
+KAIROS_METRC_NAME=os.environ.get("KAIROS_METRC_NAME").strip()
+KAIROS_TAG_NAME = os.environ.get('KAIROS_TAG_NAME', 'c3').strip()
+
+HIRARCHY_TAGS = os.environ.get('HIRARCHY_TAGS').strip().split(',') # comma seperated ilens hirarchy tags
+INPUT_TAGS = os.environ.get('INPUT_TAGS').strip().split(',') # comma seperated data tags for forecasting 
+OUTPUT_TAGS = os.environ.get('OUTPUT_TAGS').strip().split(',') # comma seperated data tags to push forecasted data
+START_TIMESTAMP = os.environ.get('START_TIMESTAMP').strip() # absolute or relative timestamp with respect to today or exact UTC timestamp in sec Ex: today+1 or 1642703400
+NUMBER_FORCASTS = int(os.environ.get('NUMBER_FORCASTS').strip()) # number of future datapoinst to forecast
+FREQUENCY = os.environ.get('FREQUENCY').strip() # frequency of the datapoint in kairos : Avalable Values [seconds, minutes, hours, days, weeks, months, years]
+FILTER_TAG = os.environ.get('FILTER_TAG', '').strip() # full tag name with hirarchy on which datapoinst are to be filtered  
+FILTER_VALUE = float(os.environ.get('FILTER_VALUE', "0").strip()) # value that needs to be filtered out
+FILTER_CONDITION = os.environ.get('FILTER_CONDITION', "ne").strip() # condition of the filter to be applied : Avalable Values [equal, ne, lt, lte, gt, gte]
+RELATIVE_END = int(os.environ.get('RELATIVE_END', '1').strip()) # relative end datapoint number to concider for historical data default is 1

scripts/utils/logsetup.py

+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+
+from scripts.utils.config import LOG_LEVEL, LOG_HANDLER_NAME, BASE_LOG_PATH
+import logging
+from logging.handlers import RotatingFileHandler
+from logging import WARNING,INFO,DEBUG,ERROR
+import os
+
+DEFAULT_FORMAT = '%(asctime)s %(levelname)5s %(name)s %(message)s'
+DEBUG_FORMAT = '%(asctime)s %(levelname)5s %(name)s [%(threadName)5s] %(message)s'
+
+EXTRA = {}
+
+FORMATTER = DEFAULT_FORMAT
+if LOG_LEVEL.strip() == "DEBUG":
+    FORMATTER = DEBUG_FORMAT
+
+
+def get_logger(log_handler_name, extra=EXTRA):
+    """
+    Purpose : To create logger .
+    :param log_handler_name: Name of the log handler.
+    :param extra: extra args for the logger
+    :return: logger object.
+    """
+    log_path = os.path.join(BASE_LOG_PATH, log_handler_name + ".log")
+    logstash_temp = os.path.join(BASE_LOG_PATH, log_handler_name + ".db")
+    logger = logging.getLogger(log_handler_name)
+    logger.setLevel(LOG_LEVEL.strip().upper())
+    log_handler = logging.StreamHandler()
+    log_handler.setLevel(LOG_LEVEL)
+    formatter = logging.Formatter(FORMATTER)
+    log_handler.setFormatter(formatter)
+    handler = RotatingFileHandler(log_path, maxBytes=10485760,
+                                  backupCount=5)
+    handler.setFormatter(formatter)
+    logger.addHandler(log_handler)
+    logger.addHandler(handler)
+    logger = logging.LoggerAdapter(logger, extra)
+    return logger
+
+
+logger = get_logger(LOG_HANDLER_NAME)
+

write_kairos_functions.py

+from scripts.utils.logsetup import logger
+
+def get_kairos_json(metric, forecast_data, tags_json):
+    temp_json = {
+            "name": metric,
+            "datapoints": forecast_data,
+            "tags": tags_json
+                }
+    return temp_json
+
+def tag_na_value_check(tag_value, tag_id):
+    if logger.restrict_na_value_push and tag_value in [None, 'NA', 'nan', 'Nan', 'NAN']:
+        logger.info(f"Invalid tag value Tag:{tag_id}  Value: {tag_value}")
+        return True
+    return False
+
+def tag_none_value_check(tag_value, tag_id):
+    if tag_value is None:
+        logger.error(f" Invalid tag value found for the tag ID: {tag_id} and value: {tag_value}")
+        return True
+    return False
+
+def get_tags_json(tag_id):
+    return {
+            "c3": tag_id,
+            "c1": tag_id.split("$")[0],
+            "c5": tag_id.split("$")[-1]
+            }
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