Basil Eljuse | 4b14afb | 2020-09-30 13:07:23 +0100 | [diff] [blame^] | 1 | #!/usr/bin/env python3 |
| 2 | |
| 3 | from __future__ import print_function |
| 4 | |
| 5 | __copyright__ = """ |
| 6 | /* |
| 7 | * Copyright (c) 2020, Arm Limited. All rights reserved. |
| 8 | * |
| 9 | * SPDX-License-Identifier: BSD-3-Clause |
| 10 | * |
| 11 | */ |
| 12 | """ |
| 13 | |
| 14 | """ db_manager.py: |
| 15 | |
| 16 | Database interface abstraction class. This class is aimed at providing an |
| 17 | asynchronous interface between a blocking IO resource(database) and a |
| 18 | public interface designed for high concurrency. |
| 19 | |
| 20 | """ |
| 21 | |
| 22 | import time |
| 23 | import threading |
| 24 | from queue import Queue |
| 25 | from pprint import pformat |
| 26 | from influxdb import InfluxDBClient |
| 27 | |
| 28 | import constants |
| 29 | from data_converter import DataConverter |
| 30 | |
| 31 | |
| 32 | class dbManager(object): |
| 33 | def __init__(self, |
| 34 | host=constants.HOST, |
| 35 | port=constants.PORT, |
| 36 | user=None, |
| 37 | password=None, |
| 38 | buff_size=constants.BUFF_SIZE, |
| 39 | poll_delay=constants.POLL_DELAY, |
| 40 | app=None): |
| 41 | self.queue_buff_sz = buff_size |
| 42 | self.poll_delay = poll_delay |
| 43 | |
| 44 | self.db_host = host |
| 45 | self.db_port = port |
| 46 | self.db_user = user |
| 47 | self.db_pass = password |
| 48 | self.write_queue = Queue(maxsize=self.queue_buff_sz) |
| 49 | self.stop_threads = False |
| 50 | self.app = app |
| 51 | |
| 52 | for key in constants.DATABASE_DICT: |
| 53 | client = InfluxDBClient(host=self.db_host, |
| 54 | port=self.db_port, |
| 55 | username=self.db_user, |
| 56 | password=self.db_pass, |
| 57 | database=constants.DATABASE_DICT[key]) |
| 58 | setattr(self, key.lower() + '_client', client) |
| 59 | |
| 60 | def store(self, data): |
| 61 | """ |
| 62 | Places data in the FIFO to be broadcast when |
| 63 | the database is not busy |
| 64 | |
| 65 | :param: data: Data to be placed in FIFO |
| 66 | """ |
| 67 | validation = 'OK' |
| 68 | err_code = 204 |
| 69 | try: |
| 70 | self.write_queue.put(data) |
| 71 | except Exception as e: |
| 72 | validation = "** Write to Queue Failed. ** " |
| 73 | err_code = 402 |
| 74 | print(validation, e) |
| 75 | self.app.logger.error(pformat({"error_code": err_code, |
| 76 | "info": validation, "exception": e})) |
| 77 | return validation, err_code |
| 78 | |
| 79 | def get_db_client(self, metrics): |
| 80 | if "stats" in metrics: |
| 81 | client = metrics.replace("_stats", "") + "_client" |
| 82 | elif "tracking" in metrics: |
| 83 | client = metrics.replace("_tracking", "") + "_client" |
| 84 | else: |
| 85 | client = metrics + "_client" |
| 86 | if hasattr(self, client): |
| 87 | return getattr(self, client) |
| 88 | else: |
| 89 | self.app.logger.error("Invalid metrics %" % (metrics)) |
| 90 | |
| 91 | def write_db_direct(self, data): |
| 92 | """ |
| 93 | Write data to database ( will block if database is busy ) |
| 94 | |
| 95 | :param: data: data to be written to database |
| 96 | """ |
| 97 | db_client = self.get_db_client(data['metadata']['metrics']) |
| 98 | |
| 99 | converted_data = DataConverter.convert_data(data) |
| 100 | |
| 101 | if db_client: |
| 102 | if db_client.write_points(converted_data): |
| 103 | self.app.logger.info( |
| 104 | "Writing to InfluxDB hosted at %s " |
| 105 | "has been successful for %s!" % |
| 106 | (self.db_host, data['metadata']['metrics'])) |
| 107 | else: |
| 108 | self.app.logger.error( |
| 109 | "Writing to InfluxDB hosted at %s " |
| 110 | "has FAILED for %s!" % |
| 111 | (self.db_host, data['metadata']['metrics'])) |
| 112 | else: |
| 113 | self.app.logger.error( |
| 114 | "%s database not connected.." % |
| 115 | data['metadata']['metrics']) |
| 116 | |
| 117 | def start_daemon(self): |
| 118 | """ |
| 119 | Spawn a new thread that will consume data in the write FIFO |
| 120 | and place it into the databse |
| 121 | """ |
| 122 | |
| 123 | def write_db_loop(): |
| 124 | |
| 125 | while True: |
| 126 | try: |
| 127 | time.sleep(self.poll_delay) |
| 128 | if self.stop_threads: |
| 129 | self.app.logger.info( |
| 130 | "\n ** Shutting Down Database Writer **") |
| 131 | return |
| 132 | elif self.write_queue.qsize() > 0: |
| 133 | dt = self.write_queue.get() |
| 134 | # Write the data to the databse |
| 135 | self.write_db_direct(dt) |
| 136 | self.write_queue.task_done() |
| 137 | except Exception as e: |
| 138 | self.app.logger.error( |
| 139 | "** DB Writer Thread Failed. ** \n%s" % e) |
| 140 | |
| 141 | self.db_write_thread = threading.Thread(target=write_db_loop) |
| 142 | self.db_write_thread.daemon = True |
| 143 | self.db_write_thread.start() |
| 144 | return self |
| 145 | |
| 146 | def stop(self): |
| 147 | """ |
| 148 | Flag which terminates db_write_threads loop |
| 149 | """ |
| 150 | self.app.logger.info("** Setting stop_threads to True **") |
| 151 | self.stop_threads = True |