Usage info in JSON format
Before this commit, Slogging only outputs usage info in CSV file. To enhance usability, the output format of choice is increased.
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@ -9,6 +9,7 @@ swift_account = AUTH_test
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# lookback_hours = 120
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# lookback_window = 120
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# user = swift
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# format_type = csv
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[log-processor-access]
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# log_dir = /var/log/swift/
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27
slogging/common.py
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27
slogging/common.py
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@ -0,0 +1,27 @@
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# Copyright(c)2014 NTT corp.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
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# implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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def get_format_type(conf, logger, key, default):
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"""
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Get and check format_type value.
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"""
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format_type = conf.get(key, default).lower()
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if format_type not in ('json', 'csv'):
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logger.warning(
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_("Invalid Parameter %s: %s, " % (key, format_type) +
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"use default %s.") % default)
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format_type = default
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return format_type
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@ -24,12 +24,15 @@ import multiprocessing
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import Queue
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import cPickle
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import hashlib
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import json
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import io
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from slogging.internal_proxy import InternalProxy
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from swift.common.utils import get_logger, readconf
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from swift.common.daemon import Daemon
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from slogging.log_common import LogProcessorCommon, multiprocess_collate, \
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BadFileDownload
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from slogging import common
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now = datetime.datetime.now
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@ -53,6 +56,7 @@ class LogProcessor(LogProcessorCommon):
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module = __import__(import_target, fromlist=[import_target])
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klass = getattr(module, class_name)
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self.plugins[plugin_name]['instance'] = klass(plugin_conf)
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self.plugins[plugin_name]['keylist_mapping'] = {}
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self.logger.debug(_('Loaded plugin "%s"') % plugin_name)
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def process_one_file(self, plugin_name, account, container, object_name):
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@ -90,7 +94,8 @@ class LogProcessor(LogProcessorCommon):
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def generate_keylist_mapping(self):
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keylist = {}
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for plugin in self.plugins:
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plugin_keylist = self.plugins[plugin]['instance'].keylist_mapping()
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plugin_keylist = self.plugins[plugin]['keylist_mapping'] = \
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self.plugins[plugin]['instance'].keylist_mapping()
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if not plugin_keylist:
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continue
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for k, v in plugin_keylist.items():
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@ -134,6 +139,8 @@ class LogProcessorDaemon(Daemon):
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self.worker_count = int(c.get('worker_count', '1'))
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self._keylist_mapping = None
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self.processed_files_filename = 'processed_files.pickle.gz'
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self.format_type = common.get_format_type(c, self.logger,
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'format_type', 'csv')
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def get_lookback_interval(self):
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"""
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@ -291,41 +298,90 @@ class LogProcessorDaemon(Daemon):
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def get_output(self, final_info):
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"""
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:returns: a list of rows to appear in the csv file.
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:returns: a list of rows to appear in the csv file or
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a dictionary to appear in the json file.
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The first row contains the column headers for the rest of the
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rows in the returned list.
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csv file:
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The first row contains the column headers for the rest
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of the rows in the returned list.
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Each row after the first row corresponds to an account's data
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for that hour.
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Each row after the first row corresponds to an account's
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data.
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json file:
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First level just shows a label "stats_data".
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Second level of stats_data lists account names.
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Each account block starts with a time label, and it
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contains stats of account usage.
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"""
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sorted_keylist_mapping = sorted(self.keylist_mapping)
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columns = ['data_ts', 'account'] + sorted_keylist_mapping
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output = [columns]
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for (account, year, month, day, hour), d in final_info.items():
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data_ts = '%04d/%02d/%02d %02d:00:00' % \
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(int(year), int(month), int(day), int(hour))
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row = [data_ts, '%s' % (account)]
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for k in sorted_keylist_mapping:
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row.append(str(d[k]))
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output.append(row)
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if self.format_type == 'json':
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all_account_stats = collections.defaultdict(dict)
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for (account, year, month, day, hour), d in final_info.items():
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data_ts = datetime.datetime(int(year), int(month),
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int(day), int(hour))
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time_stamp = data_ts.strftime('%Y/%m/%d %H:00:00')
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hourly_account_stats = \
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self.restructure_stats_dictionary(d)
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all_account_stats[account].update({time_stamp:
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hourly_account_stats})
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output = {'stats_data': all_account_stats}
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else: # csv
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sorted_keylist_mapping = sorted(self.keylist_mapping)
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columns = ['data_ts', 'account'] + sorted_keylist_mapping
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output = [columns]
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for (account, year, month, day, hour), d in final_info.items():
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data_ts = '%04d/%02d/%02d %02d:00:00' % \
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(int(year), int(month), int(day), int(hour))
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row = [data_ts, '%s' % (account)]
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for k in sorted_keylist_mapping:
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row.append(str(d[k]))
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output.append(row)
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return output
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def restructure_stats_dictionary(self, target_dict):
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"""
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Restructure stats dictionary for json format.
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:param target_dict: dictionary of restructuring target
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:returns: restructured stats dictionary
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"""
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account_stats = {}
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access_stats = {}
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account_stats_key_list = \
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self.log_processor.plugins['stats']['keylist_mapping']
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access_stats_key_list = \
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self.log_processor.plugins['access']['keylist_mapping']
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hourly_stats = {'account_stats': account_stats,
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'access_stats': access_stats}
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for k, v in target_dict.items():
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if k in account_stats_key_list:
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account_stats[k] = int(v)
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elif k in access_stats_key_list:
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access_stats[k] = int(v)
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return hourly_stats
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def store_output(self, output):
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"""
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Takes the a list of rows and stores a csv file of the values in the
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stats account.
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Takes the dictionary or the list of rows and stores a json/csv file of
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the values in the stats account.
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:param output: list of rows to appear in the csv file
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:param output: a dictonary or a list of row
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This csv file is final product of this script.
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This json or csv file is final product of this script.
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"""
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out_buf = '\n'.join([','.join(row) for row in output])
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h = hashlib.md5(out_buf).hexdigest()
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upload_name = time.strftime('%Y/%m/%d/%H/') + '%s.csv.gz' % h
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f = cStringIO.StringIO(out_buf)
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if self.format_type == 'json':
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out_buf = json.dumps(output, indent=2)
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h = hashlib.md5(out_buf).hexdigest()
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upload_name = time.strftime('%Y/%m/%d/%H/') + '%s.json.gz' % h
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f = io.BytesIO(out_buf)
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else:
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out_buf = '\n'.join([','.join(row) for row in output])
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h = hashlib.md5(out_buf).hexdigest()
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upload_name = time.strftime('%Y/%m/%d/%H/') + '%s.csv.gz' % h
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f = cStringIO.StringIO(out_buf)
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self.log_processor.internal_proxy.upload_file(f,
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self.log_processor_account,
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self.log_processor_container,
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@ -384,7 +440,7 @@ class LogProcessorDaemon(Daemon):
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"""
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Process log files that fall within the lookback interval.
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Upload resulting csv file to stats account.
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Upload resulting csv or json file to stats account.
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Update processed files list and upload to stats account.
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"""
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