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-rw-r--r--python.d/web_log.chart.py344
1 files changed, 140 insertions, 204 deletions
diff --git a/python.d/web_log.chart.py b/python.d/web_log.chart.py
index a5359bc4d..954ecd41d 100644
--- a/python.d/web_log.chart.py
+++ b/python.d/web_log.chart.py
@@ -4,22 +4,20 @@
import bisect
import re
+import os
from collections import namedtuple, defaultdict
from copy import deepcopy
-from os import access, R_OK
-from os.path import getsize
try:
from itertools import filterfalse
except ImportError:
+ from itertools import ifilter as filter
from itertools import ifilterfalse as filterfalse
-from base import LogService
-import msg
+from bases.collection import read_last_line
+from bases.FrameworkServices.LogService import LogService
-priority = 60000
-retries = 60
ORDER_APACHE_CACHE = ['apache_cache']
@@ -246,6 +244,8 @@ SQUID_CODES = dict(TCP='squid_transport_methods', UDP='squid_transport_methods',
DENIED='squid_cache_events', NOFETCH='squid_cache_events', TUNNEL='squid_cache_events',
ABORTED='squid_transport_errors', TIMEOUT='squid_transport_errors')
+REQUEST_REGEX = re.compile(r'(?P<method>[A-Z]+) (?P<url>[^ ]+) [A-Z]+/(?P<http_version>\d(?:.\d)?)')
+
class Service(LogService):
def __init__(self, configuration=None, name=None):
@@ -254,8 +254,9 @@ class Service(LogService):
:param name:
"""
LogService.__init__(self, configuration=configuration, name=name)
- self.log_type = self.configuration.get('type', 'web')
+ self.configuration = configuration
self.log_path = self.configuration.get('path')
+ self.job = None
def check(self):
"""
@@ -267,123 +268,43 @@ class Service(LogService):
4. other checks depends on log "type"
"""
+ log_type = self.configuration.get('type', 'web')
log_types = dict(web=Web, apache_cache=ApacheCache, squid=Squid)
- if self.log_type not in log_types:
- self.error('bad log type (%s). Supported types: %s' % (self.log_type, log_types.keys()))
+ if log_type not in log_types:
+ self.error("bad log type {log_type}. Supported types: {types}".format(log_type=log_type,
+ types=log_types.keys()))
return False
if not self.log_path:
self.error('log path is not specified')
return False
- if not (self._find_recent_log_file() and access(self.log_path, R_OK)):
- self.error('%s not readable or not exist' % self.log_path)
+ if not (self._find_recent_log_file() and os.access(self.log_path, os.R_OK)):
+ self.error('{log_file} not readable or not exist'.format(log_file=self.log_path))
return False
- if not getsize(self.log_path):
- self.error('%s is empty' % self.log_path)
+ if not os.path.getsize(self.log_path):
+ self.error('{log_file} is empty'.format(log_file=self.log_path))
return False
- self.configuration['update_every'] = self.update_every
- self.configuration['name'] = self.name
- self.configuration['override_name'] = self.override_name
- self.configuration['_dimensions'] = self._dimensions
- self.configuration['path'] = self.log_path
-
- cls = log_types[self.log_type]
- self.Job = cls(configuration=self.configuration)
- if self.Job.check():
- self.order = self.Job.order
- self.definitions = self.Job.definitions
- self.info('Current log file: %s' % self.log_path)
+ self.job = log_types[log_type](self)
+ if self.job.check():
+ self.order = self.job.order
+ self.definitions = self.job.definitions
return True
return False
def _get_data(self):
- return self.Job.get_data(self._get_raw_data())
-
-
-class Mixin:
- def filter_data(self, raw_data):
- """
- :param raw_data: list
- :return:
- """
- if not self.pre_filter:
- return raw_data
- filtered = raw_data
- for elem in self.pre_filter:
- if elem.description == 'filter_include':
- filtered = filter(elem.func, filtered)
- elif elem.description == 'filter_exclude':
- filtered = filterfalse(elem.func, filtered)
- return filtered
-
- def add_new_dimension(self, dimension_id, chart_key, dimension=None,
- algorithm='incremental', multiplier=1, divisor=1):
- """
- :param dimension:
- :param chart_key:
- :param dimension_id:
- :param algorithm:
- :param multiplier:
- :param divisor:
- :return:
- """
-
- self.data[dimension_id] = 0
- # SET method check if dim in _dimensions
- self.conf['_dimensions'].append(dimension_id)
- # UPDATE method do SET only if dim in definitions
- dimension_list = list(map(str, [dimension_id,
- dimension if dimension else dimension_id,
- algorithm,
- multiplier,
- divisor]))
- self.definitions[chart_key]['lines'].append(dimension_list)
- job_name = find_job_name(self.conf['override_name'], self.conf['name'])
- opts = self.definitions[chart_key]['options']
- chart = 'CHART %s.%s "" "%s" %s "%s" %s %s 60000 %s\n' % (job_name, chart_key,
- opts[1], opts[2], opts[3],
- opts[4], opts[5], self.conf['update_every'])
- print(chart + "DIMENSION %s\n" % ' '.join(dimension_list))
-
- def get_last_line(self):
- """
- Reads last line from the log file
- :return: str:
- """
- # Read last line (or first if there is only one line)
- with open(self.conf['path'], 'rb') as logs:
- logs.seek(-2, 2)
- while logs.read(1) != b'\n':
- logs.seek(-2, 1)
- if logs.tell() == 0:
- break
- last_line = logs.readline()
- try:
- return last_line.decode()
- except UnicodeDecodeError:
- try:
- return last_line.decode(encoding='utf-8')
- except (TypeError, UnicodeDecodeError) as error:
- msg.error('web_log', str(error))
- return False
-
- @staticmethod
- def error(*params):
- msg.error('web_log', ' '.join(map(str, params)))
-
- @staticmethod
- def info(*params):
- msg.info('web_log', ' '.join(map(str, params)))
+ return self.job.get_data(self._get_raw_data())
-class Web(Mixin):
- def __init__(self, configuration):
- self.conf = configuration
- self.pre_filter = check_patterns('filter', self.conf.get('filter'))
+class Web:
+ def __init__(self, service):
+ self.service = service
+ self.order = ORDER_WEB[:]
+ self.definitions = deepcopy(CHARTS_WEB)
+ self.pre_filter = check_patterns('filter', self.configuration.get('filter'))
self.storage = dict()
self.data = {'bytes_sent': 0, 'resp_length': 0, 'resp_time_min': 0, 'resp_time_max': 0,
'resp_time_avg': 0, 'resp_time_upstream_min': 0, 'resp_time_upstream_max': 0,
@@ -392,23 +313,27 @@ class Web(Mixin):
'req_ipv6': 0, 'unique_tot_ipv4': 0, 'unique_tot_ipv6': 0, 'successful_requests': 0,
'redirects': 0, 'bad_requests': 0, 'server_errors': 0, 'other_requests': 0, 'GET': 0}
+ def __getattr__(self, item):
+ return getattr(self.service, item)
+
def check(self):
- last_line = self.get_last_line()
+ last_line = read_last_line(self.log_path)
if not last_line:
return False
# Custom_log_format or predefined log format.
- if self.conf.get('custom_log_format'):
+ if self.configuration.get('custom_log_format'):
match_dict, error = self.find_regex_custom(last_line)
else:
match_dict, error = self.find_regex(last_line)
# "match_dict" is None if there are any problems
if match_dict is None:
- self.error(str(error))
+ self.error(error)
return False
+
self.storage['unique_all_time'] = list()
- self.storage['url_pattern'] = check_patterns('url_pattern', self.conf.get('categories'))
- self.storage['user_pattern'] = check_patterns('user_pattern', self.conf.get('user_defined'))
+ self.storage['url_pattern'] = check_patterns('url_pattern', self.configuration.get('categories'))
+ self.storage['user_pattern'] = check_patterns('user_pattern', self.configuration.get('user_defined'))
self.create_web_charts(match_dict) # Create charts
self.info('Collected data: %s' % list(match_dict.keys()))
@@ -420,20 +345,21 @@ class Web(Mixin):
:return:
Create/remove additional charts depending on the 'match_dict' keys and configuration file options
"""
- self.order = ORDER_WEB[:]
- self.definitions = deepcopy(CHARTS_WEB)
-
if 'resp_time' not in match_dict:
self.order.remove('response_time')
if 'resp_time_upstream' not in match_dict:
self.order.remove('response_time_upstream')
- if not self.conf.get('all_time', True):
+ if not self.configuration.get('all_time', True):
self.order.remove('clients_all')
# Add 'detailed_response_codes' chart if specified in the configuration
- if self.conf.get('detailed_response_codes', True):
- codes = DET_RESP_AGGR[:1] if self.conf.get('detailed_response_aggregate', True) else DET_RESP_AGGR[1:]
+ if self.configuration.get('detailed_response_codes', True):
+ if self.configuration.get('detailed_response_aggregate', True):
+ codes = DET_RESP_AGGR[:1]
+ else:
+ codes = DET_RESP_AGGR[1:]
+
for code in codes:
self.order.append('detailed_response_codes%s' % code)
self.definitions['detailed_response_codes%s' % code] \
@@ -444,9 +370,8 @@ class Web(Mixin):
# Add 'requests_per_url' chart if specified in the configuration
if self.storage['url_pattern']:
for elem in self.storage['url_pattern']:
- self.definitions['requests_per_url']['lines'].append([elem.description,
- elem.description[12:],
- 'incremental'])
+ dim = [elem.description, elem.description[12:], 'incremental']
+ self.definitions['requests_per_url']['lines'].append(dim)
self.data[elem.description] = 0
self.data['url_pattern_other'] = 0
else:
@@ -455,9 +380,8 @@ class Web(Mixin):
# Add 'requests_per_user_defined' chart if specified in the configuration
if self.storage['user_pattern'] and 'user_defined' in match_dict:
for elem in self.storage['user_pattern']:
- self.definitions['requests_per_user_defined']['lines'].append([elem.description,
- elem.description[13:],
- 'incremental'])
+ dim = [elem.description, elem.description[13:], 'incremental']
+ self.definitions['requests_per_user_defined']['lines'].append(dim)
self.data[elem.description] = 0
self.data['user_pattern_other'] = 0
else:
@@ -473,7 +397,7 @@ class Web(Mixin):
if not raw_data:
return None if raw_data is None else self.data
- filtered_data = self.filter_data(raw_data=raw_data)
+ filtered_data = filter_data(raw_data=raw_data, pre_filter=self.pre_filter)
unique_current = set()
timings = defaultdict(lambda: dict(minimum=None, maximum=0, summary=0, count=0))
@@ -488,39 +412,24 @@ class Web(Mixin):
except KeyError:
self.data['0xx'] += 1
# detailed response code
- if self.conf.get('detailed_response_codes', True):
+ if self.configuration.get('detailed_response_codes', True):
self.get_data_per_response_codes_detailed(code=match_dict['code'])
# response statuses
self.get_data_per_statuses(code=match_dict['code'])
- # requests per url
- if self.storage['url_pattern']:
- self.get_data_per_pattern(row=match_dict['url'],
- other='url_pattern_other',
- pattern=self.storage['url_pattern'])
# requests per user defined pattern
if self.storage['user_pattern'] and 'user_defined' in match_dict:
self.get_data_per_pattern(row=match_dict['user_defined'],
other='user_pattern_other',
pattern=self.storage['user_pattern'])
- # requests per http method
- if match_dict['method'] not in self.data:
- self.add_new_dimension(dimension_id=match_dict['method'],
- chart_key='http_method')
- self.data[match_dict['method']] += 1
- # requests per http version
- if 'http_version' in match_dict:
- dim_id = match_dict['http_version'].replace('.', '_')
- if dim_id not in self.data:
- self.add_new_dimension(dimension_id=dim_id,
- chart_key='http_version',
- dimension=match_dict['http_version'])
- self.data[dim_id] += 1
+ # method, url, http version
+ self.get_data_from_request_field(match_dict=match_dict)
# bandwidth sent
bytes_sent = match_dict['bytes_sent'] if '-' not in match_dict['bytes_sent'] else 0
self.data['bytes_sent'] += int(bytes_sent)
# request processing time and bandwidth received
if 'resp_length' in match_dict:
- self.data['resp_length'] += int(match_dict['resp_length'])
+ resp_length = match_dict['resp_length'] if '-' not in match_dict['resp_length'] else 0
+ self.data['resp_length'] += int(resp_length)
if 'resp_time' in match_dict:
get_timings(timings=timings['resp_time'],
time=self.storage['func_resp_time'](float(match_dict['resp_time'])))
@@ -531,7 +440,7 @@ class Web(Mixin):
proto = 'ipv6' if ':' in match_dict['address'] else 'ipv4'
self.data['req_' + proto] += 1
# unique clients ips
- if self.conf.get('all_time', True):
+ if self.configuration.get('all_time', True):
if address_not_in_pool(pool=self.storage['unique_all_time'],
address=match_dict['address'],
pool_size=self.data['unique_tot_ipv4'] + self.data['unique_tot_ipv6']):
@@ -562,45 +471,35 @@ class Web(Mixin):
# REGEX: 1.IPv4 address 2.HTTP method 3. URL 4. Response code
# 5. Bytes sent 6. Response length 7. Response process time
default = re.compile(r'(?P<address>[\da-f.:]+|localhost)'
- r' -.*?"(?P<method>[A-Z]+)'
- r' (?P<url>[^ ]+)'
- r' [A-Z]+/(?P<http_version>\d\.\d)"'
+ r' -.*?"(?P<request>[^"]*)"'
r' (?P<code>[1-9]\d{2})'
r' (?P<bytes_sent>\d+|-)')
apache_ext_insert = re.compile(r'(?P<address>[\da-f.:]+|localhost)'
- r' -.*?"(?P<method>[A-Z]+)'
- r' (?P<url>[^ ]+)'
- r' [A-Z]+/(?P<http_version>\d\.\d)"'
+ r' -.*?"(?P<request>[^"]*)"'
r' (?P<code>[1-9]\d{2})'
r' (?P<bytes_sent>\d+|-)'
- r' (?P<resp_length>\d+)'
+ r' (?P<resp_length>\d+|-)'
r' (?P<resp_time>\d+) ')
apache_ext_append = re.compile(r'(?P<address>[\da-f.:]+|localhost)'
- r' -.*?"(?P<method>[A-Z]+)'
- r' (?P<url>[^ ]+)'
- r' [A-Z]+/(?P<http_version>\d\.\d)"'
+ r' -.*?"(?P<request>[^"]*)"'
r' (?P<code>[1-9]\d{2})'
r' (?P<bytes_sent>\d+|-)'
r' .*?'
- r' (?P<resp_length>\d+)'
+ r' (?P<resp_length>\d+|-)'
r' (?P<resp_time>\d+)'
r'(?: |$)')
nginx_ext_insert = re.compile(r'(?P<address>[\da-f.:]+)'
- r' -.*?"(?P<method>[A-Z]+)'
- r' (?P<url>[^ ]+)'
- r' [A-Z]+/(?P<http_version>\d\.\d)"'
+ r' -.*?"(?P<request>[^"]*)"'
r' (?P<code>[1-9]\d{2})'
r' (?P<bytes_sent>\d+)'
r' (?P<resp_length>\d+)'
r' (?P<resp_time>\d+\.\d+) ')
nginx_ext2_insert = re.compile(r'(?P<address>[\da-f.:]+)'
- r' -.*?"(?P<method>[A-Z]+)'
- r' (?P<url>[^ ]+)'
- r' [A-Z]+/(?P<http_version>\d\.\d)"'
+ r' -.*?"(?P<request>[^"]*)"'
r' (?P<code>[1-9]\d{2})'
r' (?P<bytes_sent>\d+)'
r' (?P<resp_length>\d+)'
@@ -608,9 +507,7 @@ class Web(Mixin):
r' (?P<resp_time_upstream>[\d.-]+) ')
nginx_ext_append = re.compile(r'(?P<address>[\da-f.:]+)'
- r' -.*?"(?P<method>[A-Z]+)'
- r' (?P<url>[^ ]+)'
- r' [A-Z]+/(?P<http_version>\d\.\d)"'
+ r' -.*?"(?P<request>[^"]*)"'
r' (?P<code>[1-9]\d{2})'
r' (?P<bytes_sent>\d+)'
r' .*?'
@@ -669,14 +566,14 @@ class Web(Mixin):
("resp_length" is integer or "-", "resp_time" is integer or float)
"""
- if not hasattr(self.conf.get('custom_log_format'), 'keys'):
+ if not hasattr(self.configuration.get('custom_log_format'), 'keys'):
return find_regex_return(msg='Custom log: "custom_log_format" is not a <dict>')
- pattern = self.conf.get('custom_log_format', dict()).get('pattern')
+ pattern = self.configuration.get('custom_log_format', dict()).get('pattern')
if not (pattern and isinstance(pattern, str)):
return find_regex_return(msg='Custom log: "pattern" option is not specified or type is not <str>')
- resp_time_func = self.conf.get('custom_log_format', dict()).get('time_multiplier') or 0
+ resp_time_func = self.configuration.get('custom_log_format', dict()).get('time_multiplier') or 0
if not isinstance(resp_time_func, int):
return find_regex_return(msg='Custom log: "time_multiplier" is not an integer')
@@ -685,6 +582,7 @@ class Web(Mixin):
regex = re.compile(pattern)
except re.error as error:
return find_regex_return(msg='Pattern compile error: %s' % str(error))
+
match = regex.search(last_line)
if not match:
return find_regex_return(msg='Custom log: pattern search FAILED')
@@ -693,14 +591,14 @@ class Web(Mixin):
if match_dict is None:
return find_regex_return(msg='Custom log: search OK but contains no named subgroups'
' (you need to use ?P<subgroup_name>)')
- mandatory_dict = {'address': r'[\da-f.:]+|localhost',
+ mandatory_dict = {'address': r'[\w.:-]+',
'code': r'[1-9]\d{2}',
- 'method': r'[A-Z]+',
'bytes_sent': r'\d+|-'}
- optional_dict = {'resp_length': r'\d+',
+ optional_dict = {'resp_length': r'\d+|-',
'resp_time': r'[\d.]+',
'resp_time_upstream': r'[\d.-]+',
- 'http_version': r'\d(\.\d)?'}
+ 'method': r'[A-Z]+',
+ 'http_version': r'\d(?:.\d)?'}
mandatory_values = set(mandatory_dict) - set(match_dict)
if mandatory_values:
@@ -726,6 +624,36 @@ class Web(Mixin):
self.storage['regex'] = regex
return find_regex_return(match_dict=match_dict)
+ def get_data_from_request_field(self, match_dict):
+ if match_dict.get('request'):
+ match_dict = REQUEST_REGEX.search(match_dict['request'])
+ if match_dict:
+ match_dict = match_dict.groupdict()
+ else:
+ return
+ # requests per url
+ if match_dict.get('url') and self.storage['url_pattern']:
+ self.get_data_per_pattern(row=match_dict['url'],
+ other='url_pattern_other',
+ pattern=self.storage['url_pattern'])
+ # requests per http method
+ if match_dict.get('method'):
+ if match_dict['method'] not in self.data:
+ self.charts['http_method'].add_dimension([match_dict['method'],
+ match_dict['method'],
+ 'incremental'])
+ self.data[match_dict['method']] = 0
+ self.data[match_dict['method']] += 1
+ # requests per http version
+ if match_dict.get('http_version'):
+ dim_id = match_dict['http_version'].replace('.', '_')
+ if dim_id not in self.data:
+ self.charts['http_version'].add_dimension([dim_id,
+ match_dict['http_version'],
+ 'incremental'])
+ self.data[dim_id] = 0
+ self.data[dim_id] += 1
+
def get_data_per_response_codes_detailed(self, code):
"""
:param code: str: CODE from parsed line. Ex.: '202, '499'
@@ -733,14 +661,14 @@ class Web(Mixin):
Calls add_new_dimension method If the value is found for the first time
"""
if code not in self.data:
- if self.conf.get('detailed_response_aggregate', True):
- self.add_new_dimension(dimension_id=code,
- chart_key='detailed_response_codes')
+ if self.configuration.get('detailed_response_aggregate', True):
+ self.charts['detailed_response_codes'].add_dimension([code, code, 'incremental'])
+ self.data[code] = 0
else:
code_index = int(code[0]) if int(code[0]) < 6 else 6
chart_key = 'detailed_response_codes' + DET_RESP_AGGR[code_index]
- self.add_new_dimension(dimension_id=code,
- chart_key=chart_key)
+ self.charts[chart_key].add_dimension([code, code, 'incremental'])
+ self.data[code] = 0
self.data[code] += 1
def get_data_per_pattern(self, row, other, pattern):
@@ -780,8 +708,8 @@ class Web(Mixin):
class ApacheCache:
- def __init__(self, configuration):
- self.conf = configuration
+ def __init__(self, service):
+ self.service = service
self.order = ORDER_APACHE_CACHE
self.definitions = CHARTS_APACHE_CACHE
@@ -805,12 +733,12 @@ class ApacheCache:
return data
-class Squid(Mixin):
- def __init__(self, configuration):
- self.conf = configuration
+class Squid:
+ def __init__(self, service):
+ self.service = service
self.order = ORDER_SQUID
self.definitions = CHARTS_SQUID
- self.pre_filter = check_patterns('filter', self.conf.get('filter'))
+ self.pre_filter = check_patterns('filter', self.configuration.get('filter'))
self.storage = dict()
self.data = {'duration_max': 0, 'duration_avg': 0, 'duration_min': 0, 'bytes': 0,
'0xx': 0, '1xx': 0, '2xx': 0, '3xx': 0, '4xx': 0, '5xx': 0,
@@ -819,8 +747,11 @@ class Squid(Mixin):
'redirects': 0, 'bad_requests': 0, 'server_errors': 0, 'other_requests': 0
}
+ def __getattr__(self, item):
+ return getattr(self.service, item)
+
def check(self):
- last_line = self.get_last_line()
+ last_line = read_last_line(self.log_path)
if not last_line:
return False
self.storage['unique_all_time'] = list()
@@ -856,7 +787,7 @@ class Squid(Mixin):
'chart': 'squid_mime_type',
'func_dim_id': lambda v: v.split('/')[0],
'func_dim': None}}
- if not self.conf.get('all_time', True):
+ if not self.configuration.get('all_time', True):
self.order.remove('squid_clients_all')
return True
@@ -864,7 +795,7 @@ class Squid(Mixin):
if not raw_data:
return None if raw_data is None else self.data
- filtered_data = self.filter_data(raw_data=raw_data)
+ filtered_data = filter_data(raw_data=raw_data, pre_filter=self.pre_filter)
unique_ip = set()
timings = defaultdict(lambda: dict(minimum=None, maximum=0, summary=0, count=0))
@@ -888,7 +819,7 @@ class Squid(Mixin):
proto = 'ipv4' if '.' in match['client_address'] else 'ipv6'
# unique clients ips
- if self.conf.get('all_time', True):
+ if self.configuration.get('all_time', True):
if address_not_in_pool(pool=self.storage['unique_all_time'],
address=match['client_address'],
pool_size=self.data['unique_tot_ipv4'] + self.data['unique_tot_ipv6']):
@@ -904,9 +835,10 @@ class Squid(Mixin):
dimension_id = values['func_dim_id'](match[key]) if values['func_dim_id'] else match[key]
if dimension_id not in self.data:
dimension = values['func_dim'](match[key]) if values['func_dim'] else dimension_id
- self.add_new_dimension(dimension_id=dimension_id,
- chart_key=values['chart'],
- dimension=dimension)
+ self.charts[values['chart']].add_dimension([dimension_id,
+ dimension,
+ 'incremental'])
+ self.data[dimension_id] = 0
self.data[dimension_id] += 1
else:
self.data['unmatched'] += 1
@@ -940,8 +872,8 @@ class Squid(Mixin):
:return:
"""
if code not in self.data:
- self.add_new_dimension(dimension_id=code,
- chart_key='squid_code')
+ self.charts['squid_code'].add_dimension([code, code, 'incremental'])
+ self.data[code] = 0
self.data[code] += 1
for tag in code.split('_'):
@@ -951,9 +883,8 @@ class Squid(Mixin):
continue
dimension_id = '_'.join(['code_detailed', tag])
if dimension_id not in self.data:
- self.add_new_dimension(dimension_id=dimension_id,
- dimension=tag,
- chart_key=chart_key)
+ self.charts[chart_key].add_dimension([dimension_id, tag, 'incremental'])
+ self.data[dimension_id] = 0
self.data[dimension_id] += 1
@@ -1038,14 +969,19 @@ def check_patterns(string, dimension_regex_dict):
return result or None
-def find_job_name(override_name, name):
+def filter_data(raw_data, pre_filter):
"""
- :param override_name: str: 'name' var from configuration file
- :param name: str: 'job_name' from configuration file
- :return: str: new job name
- We need this for dynamic charts. Actually the same logic as in python.d.plugin.
+ :param raw_data:
+ :param pre_filter:
+ :return:
"""
- add_to_name = override_name or name
- if add_to_name:
- return '_'.join(['web_log', re.sub('\s+', '_', add_to_name)])
- return 'web_log'
+
+ if not pre_filter:
+ return raw_data
+ filtered = raw_data
+ for elem in pre_filter:
+ if elem.description == 'filter_include':
+ filtered = filter(elem.func, filtered)
+ elif elem.description == 'filter_exclude':
+ filtered = filterfalse(elem.func, filtered)
+ return filtered