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# -*- coding: utf-8 -*- |
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# |
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# This file is part of Glances. |
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# |
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# Copyright (C) 2021 Nicolargo <[email protected]> |
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# |
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# Glances is free software; you can redistribute it and/or modify |
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# it under the terms of the GNU Lesser General Public License as published by |
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# the Free Software Foundation, either version 3 of the License, or |
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# (at your option) any later version. |
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# |
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# Glances is distributed in the hope that it will be useful, |
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# but WITHOUT ANY WARRANTY; without even the implied warranty of |
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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# GNU Lesser General Public License for more details. |
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# |
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# You should have received a copy of the GNU Lesser General Public License |
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# along with this program. If not, see <http://www.gnu.org/licenses/>. |
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"""InfluxDB (from to InfluxDB 1.8+) interface class.""" |
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import sys |
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from glances.logger import logger |
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from glances.exports.glances_export import GlancesExport |
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from influxdb_client import InfluxDBClient, WriteOptions |
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class Export(GlancesExport): |
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"""This class manages the InfluxDB export module.""" |
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def __init__(self, config=None, args=None): |
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"""Init the InfluxDB export IF.""" |
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super(Export, self).__init__(config=config, args=args) |
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# Mandatories configuration keys (additional to host and port) |
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self.org = None |
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self.bucket = None |
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self.token = None |
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# Optionals configuration keys |
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self.protocol = 'http' |
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self.prefix = None |
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self.tags = None |
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# Load the InfluxDB configuration file |
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self.export_enable = self.load_conf('influxdb2', |
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mandatories=['host', 'port', |
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'user', 'password', |
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'org', 'bucket', 'token'], |
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options=['protocol', |
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'prefix', |
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'tags']) |
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if not self.export_enable: |
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sys.exit(2) |
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# Init the InfluxDB client |
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self.client = self.init() |
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def init(self): |
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"""Init the connection to the InfluxDB server.""" |
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if not self.export_enable: |
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return None |
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url = '{}://{}:{}'.format(self.protocol, self.host, self.port) |
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try: |
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client = InfluxDBClient(url=url, |
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enable_gzip=False, |
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org=self.org, |
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token=self.token) |
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except Exception as e: |
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logger.critical("Cannot connect to InfluxDB server '%s' (%s)" % (url, e)) |
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sys.exit(2) |
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else: |
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logger.info("Connected to InfluxDB server version {} ({})".format(client.health().version, |
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client.health().message)) |
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# Create the write client |
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write_client = client.write_api(write_options=WriteOptions(batch_size=500, |
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flush_interval=10000, |
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jitter_interval=2000, |
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retry_interval=5000, |
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max_retries=5, |
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max_retry_delay=30000, |
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exponential_base=2)) |
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return write_client |
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View Code Duplication |
def _normalize(self, name, columns, points): |
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"""Normalize data for the InfluxDB's data model.""" |
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ret = [] |
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# Build initial dict by crossing columns and point |
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data_dict = dict(zip(columns, points)) |
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# issue1871 - Check if a key exist. If a key exist, the value of |
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# the key should be used as a tag to identify the measurement. |
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keys_list = [k.split('.')[0] for k in columns if k.endswith('.key')] |
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if len(keys_list) == 0: |
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keys_list = [None] |
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for measurement in keys_list: |
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# Manage field |
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if measurement is not None: |
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fields = {k.replace('{}.'.format(measurement), ''): data_dict[k] |
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for k in data_dict |
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if k.startswith('{}.'.format(measurement))} |
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else: |
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fields = data_dict |
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# Transform to InfluxDB datamodel |
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# https://docs.influxdata.com/influxdb/v2.0/reference/syntax/line-protocol/ |
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for k in fields: |
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# Do not export empty (None) value |
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if fields[k] is None: |
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fields.pop(k) |
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# Convert numerical to float |
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try: |
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fields[k] = float(fields[k]) |
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except (TypeError, ValueError): |
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# Convert others to string |
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try: |
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fields[k] = str(fields[k]) |
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except (TypeError, ValueError): |
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pass |
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# Manage tags |
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tags = self.parse_tags(self.tags) |
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if 'key' in fields and fields['key'] in fields: |
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# Create a tag from the key |
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# Tag should be an string (see InfluxDB data model) |
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tags[fields['key']] = str(fields[fields['key']]) |
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# Remove it from the field list (can not be a field and a tag) |
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fields.pop(fields['key']) |
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# Add the hostname as a tag |
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tags['hostname'] = self.hostname |
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# Add the measurement to the list |
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ret.append({'measurement': name, |
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'tags': tags, |
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'fields': fields}) |
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return ret |
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View Code Duplication |
def export(self, name, columns, points): |
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"""Write the points to the InfluxDB server.""" |
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# Manage prefix |
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if self.prefix is not None: |
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name = self.prefix + '.' + name |
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# Write input to the InfluxDB database |
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if len(points) == 0: |
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logger.debug("Cannot export empty {} stats to InfluxDB".format(name)) |
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else: |
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try: |
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self.client.write(self.bucket, |
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self.org, |
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self._normalize(name, columns, points), |
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time_precision="s") |
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except Exception as e: |
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# Log level set to debug instead of error (see: issue #1561) |
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logger.debug("Cannot export {} stats to InfluxDB ({})".format(name, e)) |
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else: |
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logger.debug("Export {} stats to InfluxDB".format(name)) |
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nicolargo /
glances
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