#!/usr/bin/env python
import ConfigParser
import json
import logging
import os
import regex
import socket
import sys
import time
import pytz
from optparse import OptionParser
from multiprocessing import Process
from datetime import datetime
import dateutil
import tzlocal
import urlparse
import httplib
import requests
import statistics
import subprocess
import shlex
import xml2dict
import ifobfuscate
'''
This script gathers data to send to Insightfinder
'''
def start_data_processing(thread_number):
# set sysparm limi/offset
passthru = {'sysparm_limit': 100,
'sysparm_offset': agent_config_vars['state']['sysparm_offset'],
'sysparm_query': ''}
## add timestamp query
# get utc earliest datetime
utc_earliest_epoch = time.time() - if_config_vars['run_interval']
# get localized earliest datetime
local_earliest_datetime = tzlocal.get_localzone().localize(
datetime.fromtimestamp(utc_earliest_epoch))
# convert earliest datetime to the data timezone
data_earliest_datetime = local_earliest_datetime.astimezone(
agent_config_vars['timezone'])
# do not apply timezone conversion later
agent_config_vars['timezone'] = pytz.utc
# convert to string for Glide
earliest_date_and_time = data_earliest_datetime.strftime(
agent_config_vars['timestamp_format'][0]).split(' ')
# add timestamp filter
for timestamp_field in agent_config_vars['timestamp_field']:
if not is_formatted(timestamp_field):
statement = '{}>=javascript:gs.dateGenerate(\'{}\',\'{}\')'.format(
timestamp_field,
earliest_date_and_time[0],
earliest_date_and_time[1])
# OR between fields
passthru['sysparm_query'] = '{}^OR{}'.format(passthru['sysparm_query'], statement) if len(passthru['sysparm_query']) != 0 else statement
# add applicable keyword filtering
for in_filter in agent_config_vars['filters_include']:
filter_keyword, filter_values = in_filter.split(':')
filter_statement = ''
for filter_value in filter_values.split(','):
statement = '{keyword}*{value}^{keyword}ISNOTEMPTY'.format(keyword=filter_keyword, value=filter_value)
# OR between values
filter_statement = '{}^OR{}'.format(filter_statement, statement) if len(filter_statement) != 0 else statement
# AND between keywords
passthru['sysparm_query'] = '{}^{}'.format(passthru['sysparm_query'], filter_statement) if len(passthru['sysparm_query']) != 0 else '{}'.format(filter_statement)
# clear since it's handled already
agent_config_vars['filters_include'] = ''
for ex_filter in agent_config_vars['filters_exclude']:
filter_keyword, filter_values = ex_filter.split(':')
filter_statement = ''
for filter_value in filter_values.split(','):
statement = '{keyword}!*{value}^{keyword}ISNOTEMPTY'.format(keyword=filter_keyword, value=filter_value)
# OR between values
filter_statement = '{}^OR{}'.format(filter_statement, statement) if len(filter_statement) != 0 else statement
# AND between keywords
passthru['sysparm_query'] = '{}^{}'.format(passthru['sysparm_query'], filter_statement) if len(passthru['sysparm_query']) != 0 else '{}'.format(filter_statement)
# clear since it's handled already
agent_config_vars['filters_exclude'] = ''
passthru['sysparm_query'] = '{}^{}'.format(passthru['sysparm_query'], agent_config_vars['addl_query']) if len(agent_config_vars['addl_query']) != 0 else passthru['sysparm_query']
# build auth
auth = (agent_config_vars['username'], ifobfuscate.decode(agent_config_vars['password']))
# call API
logger.info('Trying to get next {} records, starting at {}'.format(passthru['sysparm_limit'], passthru['sysparm_offset']))
logger.debug(passthru)
api_response = send_request(agent_config_vars['api_url'], auth=auth, params=passthru)
count = int(api_response.headers['X-Total-Count'])
logger.debug('Processing {} records'.format(count))
while api_response != -1 and passthru['sysparm_offset'] < count:
# parse messages
try:
api_json = json.loads(api_response.content)
parse_json_message(api_json)
except Exception as e:
logger.warning(e)
pass
# set limit and offset
passthru['sysparm_offset'] = passthru['sysparm_offset'] + passthru['sysparm_limit']
passthru['sysparm_limit'] = min(100, count - passthru['sysparm_offset'])
if passthru['sysparm_offset'] >= count or passthru['sysparm_limit'] <= 0:
break
update_state('sysparm_offset', passthru['sysparm_offset'], write=True)
# call API for next cycle
logger.info('Trying to get next {} records, starting at {}'.format(passthru['sysparm_limit'], passthru['sysparm_offset']))
api_response = send_request(agent_config_vars['api_url'], auth=auth, params=passthru)
update_state('sysparm_offset', count, write=True)
def get_agent_config_vars():
""" Read and parse config.ini """
config_ini = config_ini_path()
if os.path.exists(config_ini):
config_parser = ConfigParser.SafeConfigParser()
config_parser.read(config_ini)
try:
# state
sysparm_offset = config_parser.get('state', 'sysparm_offset')
# api
base_url = config_parser.get('agent', 'base_url')
api_endpoint = config_parser.get('agent', 'api_endpoint')
username = config_parser.get('agent', 'username')
password = config_parser.get('agent', 'password_encrypted')
addl_query = config_parser.get('agent', 'sysparm_query')
# proxies
agent_http_proxy = config_parser.get('agent', 'agent_http_proxy')
agent_https_proxy = config_parser.get('agent', 'agent_https_proxy')
# filters
filters_include = config_parser.get('agent', 'filters_include')
filters_exclude = config_parser.get('agent', 'filters_exclude')
# message parsing
json_top_level = config_parser.get('agent', 'json_top_level')
# project_field = config_parser.get('agent', 'project_field', raw=True)
instance_field = config_parser.get('agent', 'instance_field', raw=True)
device_field = config_parser.get('agent', 'device_field', raw=True)
timestamp_field = config_parser.get('agent', 'timestamp_field', raw=True) or 'timestamp'
timestamp_format = config_parser.get('agent', 'timestamp_format', raw=True) or 'epoch'
timezone = config_parser.get('agent', 'timezone') or 'UTC'
data_fields = config_parser.get('agent', 'data_fields', raw=True)
except ConfigParser.NoOptionError as cp_noe:
logger.error(cp_noe)
config_error()
# API
api_url = urlparse.urljoin(base_url, api_endpoint)
if len(api_url) == 0:
config_error('base_url or api_endpoint')
if len(username) == 0:
config_error('username')
if len(password) == 0:
config_error('password')
# proxies
agent_proxies = dict()
if len(agent_http_proxy) > 0:
agent_proxies['http'] = agent_http_proxy
if len(agent_https_proxy) > 0:
agent_proxies['https'] = agent_https_proxy
# filters
if len(filters_include) != 0:
filters_include = filters_include.split('|')
if len(filters_exclude) != 0:
filters_exclude = filters_exclude.split('|')
# fields
# project_fields = project_field.split(',')
instance_fields = instance_field.split(',')
device_fields = device_field.split(',')
timestamp_fields = timestamp_field.split(',')
if len(data_fields) != 0:
data_fields = data_fields.split(',')
# for project_field in project_fields:
# if project_field in data_fields:
# data_fields.pop(data_fields.index(project_field))
for instance_field in instance_fields:
if instance_field in data_fields:
data_fields.pop(data_fields.index(instance_field))
for device_field in device_fields:
if device_field in data_fields:
data_fields.pop(data_fields.index(device_field))
for timestamp_field in timestamp_fields:
if timestamp_field in data_fields:
data_fields.pop(data_fields.index(timestamp_field))
# timestamp format
timestamp_format = timestamp_format.partition('.')[0]
if '%z' in timestamp_format or '%Z' in timestamp_format:
ts_format_info = strip_tz_info(timestamp_format)
elif timestamp_format:
ts_format_info = {'strip_tz': False,
'strip_tz_fmt': '',
'timestamp_format': [timestamp_format]}
else: # ISO8601?
ts_format_info = {'strip_tz': True,
'strip_tz_fmt': PCT_z_FMT,
'timestamp_format': ISO8601}
if timezone not in pytz.all_timezones:
config_error('timezone')
else:
timezone = pytz.timezone(timezone)
try:
sysparm_offset = int(sysparm_offset)
except Exception:
sysparm_offset = 0
# add parsed variables to a global
config_vars = {
'state': { 'sysparm_offset': sysparm_offset },
'api_url': api_url,
'username': username,
'password': password,
'addl_query': addl_query,
'proxies': agent_proxies,
'filters_include': filters_include,
'filters_exclude': filters_exclude,
'data_format': 'JSON',
'json_top_level': json_top_level,
# 'project_field': project_fields,
'instance_field': instance_fields,
'device_field': device_fields,
'data_fields': data_fields,
'timestamp_field': timestamp_fields,
'timezone': timezone,
'timestamp_format': ts_format_info['timestamp_format'],
'strip_tz': ts_format_info['strip_tz'],
'strip_tz_fmt': ts_format_info['strip_tz_fmt']
}
return config_vars
else:
config_error_no_config()
#########################
### START_BOILERPLATE ###
#########################
def get_if_config_vars():
""" get config.ini vars """
config_ini = config_ini_path()
if os.path.exists(config_ini):
config_parser = ConfigParser.SafeConfigParser()
config_parser.read(config_ini)
try:
user_name = config_parser.get('insightfinder', 'user_name')
license_key = config_parser.get('insightfinder', 'license_key')
token = config_parser.get('insightfinder', 'token')
project_name = config_parser.get('insightfinder', 'project_name')
project_type = config_parser.get('insightfinder', 'project_type').upper()
sampling_interval = config_parser.get('insightfinder', 'sampling_interval')
run_interval = config_parser.get('insightfinder', 'run_interval')
chunk_size_kb = config_parser.get('insightfinder', 'chunk_size_kb')
if_url = config_parser.get('insightfinder', 'if_url')
if_http_proxy = config_parser.get('insightfinder', 'if_http_proxy')
if_https_proxy = config_parser.get('insightfinder', 'if_https_proxy')
except ConfigParser.NoOptionError as cp_noe:
logger.error(cp_noe)
config_error()
# check required variables
if len(user_name) == 0:
config_error('user_name')
if len(license_key) == 0:
config_error('license_key')
if len(project_name) == 0:
config_error('project_name')
if len(project_type) == 0:
config_error('project_type')
if project_type not in {
'METRIC',
'METRICREPLAY',
'LOG',
'LOGREPLAY',
'INCIDENT',
'INCIDENTREPLAY',
'ALERT',
'ALERTREPLAY',
'DEPLOYMENT',
'DEPLOYMENTREPLAY'
}:
config_error('project_type')
if len(sampling_interval) == 0:
if 'METRIC' in project_type:
config_error('sampling_interval')
else:
# set default for non-metric
sampling_interval = 10
if sampling_interval.endswith('s'):
sampling_interval = int(sampling_interval[:-1])
else:
sampling_interval = int(sampling_interval) * 60
if len(run_interval) == 0:
config_error('run_interval')
if run_interval.endswith('s'):
run_interval = int(run_interval[:-1])
else:
run_interval = int(run_interval) * 60
# defaults
if len(chunk_size_kb) == 0:
chunk_size_kb = 2048 # 2MB chunks by default
if len(if_url) == 0:
if_url = 'https://app.insightfinder.com'
# set IF proxies
if_proxies = dict()
if len(if_http_proxy) > 0:
if_proxies['http'] = if_http_proxy
if len(if_https_proxy) > 0:
if_proxies['https'] = if_https_proxy
config_vars = {
'user_name': user_name,
'license_key': license_key,
'token': token,
'project_name': project_name,
'project_type': project_type,
'sampling_interval': int(sampling_interval), # as seconds
'run_interval': int(run_interval), # as seconds
'chunk_size': int(chunk_size_kb) * 1024, # as bytes
'if_url': if_url,
'if_proxies': if_proxies
}
return config_vars
else:
config_error_no_config()
def update_state(setting, value, append=False, write=False):
# update in-mem
if append:
current = ','.join(agent_config_vars['state'][setting])
value = '{},{}'.format(current, value) if current else value
agent_config_vars['state'][setting] = value.split(',')
else:
agent_config_vars['state'][setting] = value
logger.debug('setting {} to {}'.format(setting, value))
# update config file
if write and not cli_config_vars['testing']:
config_ini = config_ini_path()
if os.path.exists(config_ini):
config_parser = ConfigParser.SafeConfigParser()
config_parser.read(config_ini)
config_parser.set('state', setting, str(value))
with open(config_ini, 'w') as config_file:
config_parser.write(config_file)
# return new value (if append)
return value
def config_ini_path():
return abs_path_from_cur(cli_config_vars['config'])
def abs_path_from_cur(filename=''):
return os.path.abspath(os.path.join(__file__, os.pardir, filename))
def get_cli_config_vars():
""" get CLI options. use of these options should be rare """
usage = 'Usage: %prog [options]'
parser = OptionParser(usage=usage)
"""
## not ready.
parser.add_option('--threads', default=1, action='store', dest='threads',
help='Number of threads to run')
"""
parser.add_option('-c', '--config', action='store', dest='config', default=abs_path_from_cur('config.ini'),
help='Path to the config file to use. Defaults to {}'.format(abs_path_from_cur('config.ini')))
parser.add_option('-q', '--quiet', action='store_true', dest='quiet', default=False,
help='Only display warning and error log messages')
parser.add_option('-v', '--verbose', action='store_true', dest='verbose', default=False,
help='Enable verbose logging')
parser.add_option('-t', '--testing', action='store_true', dest='testing', default=False,
help='Set to testing mode (do not send data).' +
' Automatically turns on verbose logging')
(options, args) = parser.parse_args()
"""
# not ready
try:
threads = int(options.threads)
except ValueError:
threads = 1
"""
config_vars = {
'config': options.config if os.path.isfile(options.config) else abs_path_from_cur('config.ini'),
'threads': 1,
'testing': False,
'log_level': logging.INFO
}
if options.testing:
config_vars['testing'] = True
if options.verbose or options.testing:
config_vars['log_level'] = logging.DEBUG
elif options.quiet:
config_vars['log_level'] = logging.WARNING
return config_vars
def config_error(setting=''):
info = ' ({})'.format(setting) if setting else ''
logger.error('Agent not correctly configured{}. Check config file.'.format(
info))
sys.exit(1)
def config_error_no_config():
logger.error('No config file found. Exiting...')
sys.exit(1)
def strip_tz_info(timestamp_format):
# strptime() doesn't allow timezone info
if '%Z' in timestamp_format:
position = timestamp_format.index('%Z')
strip_tz_fmt = PCT_Z_FMT
if '%z' in timestamp_format:
position = timestamp_format.index('%z')
strip_tz_fmt = PCT_z_FMT
if len(timestamp_format) > (position + 2):
timestamp_format = timestamp_format[:position] + timestamp_format[position+2:]
else:
timestamp_format = timestamp_format[:position]
return {'strip_tz': True,
'strip_tz_fmt': strip_tz_fmt,
'timestamp_format': [timestamp_format]}
def ternary_tfd(b, default=''):
if TRUE.match(b):
return True
elif FALSE.match(b):
return False
else:
return default
def is_in(find, find_in):
if isinstance(find, (set, list, tuple)):
for f in find:
if f in find_in:
return True
else:
if find in find_in:
return True
return False
def get_sentence_segment(sentence, start, end=None):
segment = sentence.split(' ')[start:end]
return ' '.join(segment)
def check_project(project_name):
if 'token' in if_config_vars and len(if_config_vars['token']) != 0:
logger.debug(project_name)
try:
# check for existing project
check_url = urlparse.urljoin(if_config_vars['if_url'], '/api/v1/getprojectstatus')
output_check_project = subprocess.check_output('curl "' + check_url + '?userName=' + if_config_vars['user_name'] + '&token=' + if_config_vars['token'] + '&projectList=%5B%7B%22projectName%22%3A%22' + project_name + '%22%2C%22customerName%22%3A%22' + if_config_vars['user_name'] + '%22%2C%22projectType%22%3A%22CUSTOM%22%7D%5D&tzOffset=-14400000"', shell=True)
# create project if no existing project
if project_name not in output_check_project:
logger.debug('creating project')
create_url = urlparse.urljoin(if_config_vars['if_url'], '/api/v1/add-custom-project')
output_create_project = subprocess.check_output('no_proxy= curl -d "userName=' + if_config_vars['user_name'] + '&token=' + if_config_vars['token'] + '&projectName=' + project_name + '&instanceType=PrivateCloud&projectCloudType=PrivateCloud&dataType=' + get_data_type_from_project_type() + '&samplingInterval=' + str(if_config_vars['sampling_interval'] / 60) + '&samplingIntervalInSeconds=' + str(if_config_vars['sampling_interval']) + '&zone=&email=&access-key=&secrete-key=&insightAgentType=' + get_insight_agent_type_from_project_type() + '" -H "Content-Type: application/x-www-form-urlencoded" -X POST ' + create_url + '?tzOffset=-18000000', shell=True)
# set project name to proposed name
if_config_vars['project_name'] = project_name
# try to add new project to system
if 'system_name' in if_config_vars and len(if_config_vars['system_name']) != 0:
system_url = urlparse.urljoin(if_config_vars['if_url'], '/api/v1/projects/update')
output_update_project = subprocess.check_output('no_proxy= curl -d "userName=' + if_config_vars['user_name'] + '&token=' + if_config_vars['token'] + '&operation=updateprojsettings&projectName=' + project_name + '&systemName=' + if_config_vars['system_name'] + '" -H "Content-Type: application/x-www-form-urlencoded" -X POST ' + system_url + '?tzOffset=-18000000', shell=True)
except subprocess.CalledProcessError as e:
logger.error('Unable to create project for ' + project_name + '. Data will be sent to ' + if_config_vars['project_name'])
def get_field_index(field_names, field, label, is_required=False):
err_code = ''
try:
temp = int(field)
if temp > len(field_names):
err_msg = 'field {} is not a valid array index given field names {}'.format(field, field_names)
field = err_code
else:
field = temp
# not an integer
except ValueError:
try:
field = field_names.index(field)
# not in the field names
except ValueError:
err_msg = 'field {} is not a valid field in field names {}'.format(field, field_names)
field = err_code
finally:
if field == err_code:
logger.warn('Agent not configured correctly ({})\n{}'.format(label, err_msg))
if is_required:
sys.exit(1)
return
else:
return field
def should_include_per_config(setting, value):
""" determine if an agent config filter setting would exclude a given value """
return len(agent_config_vars[setting]) != 0 and value not in agent_config_vars[setting]
def should_exclude_per_config(setting, value):
""" determine if an agent config exclude setting would exclude a given value """
return len(agent_config_vars[setting]) != 0 and value in agent_config_vars[setting]
def get_json_size_bytes(json_data):
""" get size of json object in bytes """
return len(bytearray(json.dumps(json_data)))
def get_all_files(files, file_regex_c):
return [ i for j in
map(lambda k:
get_file_list_for_directory(k, file_regex_c),
files)
for i in j if i ]
def get_file_list_for_directory(root_path='/', file_name_regex_c=''):
root_path = os.path.expanduser(root_path)
if os.path.isdir(root_path):
file_list = []
for path, subdirs, files in os.walk(root_path):
for name in files:
if check_regex(file_name_regex_c, name):
file_list.append(os.path.join(path, name))
return file_list
elif os.path.isfile(root_path):
if check_regex(file_name_regex_c, root_path):
return [root_path]
return []
def parse_raw_line(message, line):
# if multiline
if agent_config_vars['raw_start_regex']:
# if new message, parse old and start new
if agent_config_vars['raw_start_regex'].match(line):
parse_raw_message(message)
message = line
else: # add to current message
logger.debug('continue building message')
message += line
else:
parse_raw_message(line)
return message
def parse_raw_message(message):
logger.debug(message)
matches = agent_config_vars['raw_regex'].match(message)
if matches:
message_json = matches.groupdict()
message_json['_raw'] = message
parse_json_message(message_json)
def check_regex(pattern_c, check):
return not pattern_c or pattern_c.match(check)
def is_formatted(setting_value):
""" returns True if the setting is a format string """
return len(FORMAT_STR.findall(setting_value)) != 0
def is_complex(setting_value):
""" returns True if the setting is 'complex' """
return '!!' in setting_value
def is_math_expr(setting_value):
return '==' in setting_value
def get_math_expr(setting_value):
return setting_value.strip('=')
def is_named_data_field(setting_value):
return '::' in setting_value
def merge_data(field, value, data={}):
fields = field.split(JSON_LEVEL_DELIM)
for i in range(len(fields) - 1):
field = fields[i]
if field not in data:
data[field] = dict()
data = data[field]
data[fields[-1]] = value
return data
def parse_formatted(message, setting_value, default='', allow_list=False, remove=False):
""" fill a format string with values """
fields = { field: get_json_field(message,
field,
default=0 if default == 0 else '', # special case for evaluate func
allow_list=allow_list,
remove=remove)
for field in FORMAT_STR.findall(setting_value) }
if len(fields) == 0:
return default
return setting_value.format(**fields)
def get_data_values(timestamp, message):
setting_values = agent_config_vars['data_fields'] or message.keys()
# reverse list so it's in priority order, as shared fields names will get overwritten
setting_values.reverse()
data = { x: dict() for x in timestamp }
for setting_value in setting_values:
name, value = get_data_value(message, setting_value)
if isinstance(value, (set, tuple, list)):
for i in range(minlen(timestamp, value)):
merge_data(name, value[i], data[timestamp[i]])
else:
merge_data(name, value, data[timestamp[0]])
return data
def get_data_value(message, setting_value):
if is_named_data_field(setting_value):
name, value = setting_value.split('::')
# get name
name = get_single_value(message,
name,
default=name,
allow_list=False,
remove=False)
# check if math
evaluate = False
if is_math_expr(value):
evaluate = True
value = get_math_expr(value)
value = get_single_value(message,
value,
default=0 if evaluate else '',
allow_list=not evaluate,
remove=False)
if value and evaluate:
value = eval(value)
elif is_complex(setting_value):
this_field, metadata, that_field = setting_value.split('!!')
name = this_field
value = get_complex_value(message,
this_field,
metadata,
that_field,
default=that_field,
allow_list=True,
remove=False)
else:
name = setting_value
value = get_single_value(message,
setting_value,
default='',
allow_list=True,
remove=False)
return (name, value)
def get_complex_value(message, this_field, metadata, that_field, default='', allow_list=False, remove=False):
metadata = metadata.split('&')
data_type, data_return = metadata[0].upper().split('=')
if data_type == 'REF':
ref = get_single_value(message,
this_field,
default='',
allow_list=False,
remove=remove)
if not ref:
return default
passthrough = {'mode': 'GET'}
for param in metadata[1:]:
if '=' in param:
key, value = param.split('=')
try:
value = json.loads(value)
except Exception:
value = value
else:
key = param
value = REQUESTS[key]
passthrough[key] = value
response = send_request(ref, **passthrough)
if response == -1:
return default
data = response.content
if data_return == 'RAW':
return data
elif data_return == 'CSV':
data = label_message(agent_config_vars['csv_field_delimiter'].split(data))
elif data_return == 'XML':
data = xml2dict.parse(data)
elif data_return == 'JSON':
data = json.loads(data)
return get_single_value(data,
that_field,
default=default,
allow_list=True,
remove=False)
else:
logger.warning('Unsupported complex setting {}!!{}!!{}'.format(this_field, metadata, that_field))
return default
def get_setting_value(message, config_setting, default='', allow_list=False, remove=False):
if config_setting not in agent_config_vars or len(agent_config_vars[config_setting]) == 0:
return default
setting_value = agent_config_vars[config_setting]
return get_single_value(message,
setting_value,
default=default,
allow_list=allow_list,
remove=remove)
def get_single_value(message, setting_value, default='', allow_list=False, remove=False):
if isinstance(setting_value, (set, list, tuple)):
setting_value_single = setting_value[0]
else:
setting_value_single = setting_value
setting_value = [setting_value]
if is_complex(setting_value_single):
this_field, metadata, that_field = setting_value_single.split('!!')
return get_complex_value(message,
this_field,
metadata,
that_field,
default=default,
allow_list=allow_list,
remove=remove)
elif is_formatted(setting_value_single):
return parse_formatted(message,
setting_value_single,
default=default,
allow_list=False,
remove=remove)
else:
return get_json_field_by_pri(message,
[i for i in setting_value],
default=default,
allow_list=allow_list,
remove=remove)
def get_json_field_by_pri(message, pri_list, default='', allow_list=False, remove=False):
value = ''
while value == '' and len(pri_list) != 0:
field = pri_list.pop(0)
if field:
value = get_json_field(message,
field,
allow_list=allow_list,
remove=remove)
return value or default
def get_json_field(message, setting_value, default='', allow_list=False, remove=False):
field_val = json_format_field_value(
_get_json_field_helper(
message,
setting_value.split(JSON_LEVEL_DELIM),
allow_list=allow_list,
remove=remove))
if len(field_val) == 0:
field_val = default
return field_val
class ListNotAllowedError():
pass
def _get_json_field_helper(nested_value, next_fields, allow_list=False, remove=False):
# check inputs; need a dict that is a subtree, an _array_ of fields to traverse down
if len(next_fields) == 0:
# nothing to look for
return ''
elif isinstance(nested_value, (list, set, tuple)):
# for each elem in the list
# already checked in the recursive call that this is OK
return json_gather_list_values(nested_value, next_fields)
elif not isinstance(nested_value, dict):
# nothing to walk down
return ''
# get the next value
next_field = next_fields.pop(0)
next_value = json.loads(json.dumps(nested_value.get(next_field)))
try:
if len(next_fields) == 0 and remove:
# last field to grab, so remove it
nested_value.pop(next_field)
except Exception:
pass
# check the next value
if next_value is None:
# no next value defined
return ''
elif len(next_value) == 0:
# no next value set
return ''
# sometimes payloads come in formatted
try:
next_value = json.loads(next_value)
except Exception as ex:
next_value = json.loads(json.dumps(next_value))
# handle simple lists
while isinstance(next_value, (list, set, tuple)) and len(next_value) == 1:
next_value = next_value.pop()
# continue traversing?
if next_fields is None:
# some error, but return the value
return next_value
elif len(next_fields) == 0:
# final value in the list to walk down
return next_value
elif isinstance(next_value, (list, set, tuple)):
# we've reached an early terminal point, which may or may not be ok
if allow_list:
return json_gather_list_values(
next_value,
next_fields,
remove=remove)
else:
raise ListNotAllowedError('encountered list or set in json when not allowed')
elif isinstance(next_value, dict):
# there's more tree to walk down
return _get_json_field_helper(
json.loads(json.dumps(next_value)),
next_fields,
allow_list=allow_list,
remove=remove)
else:
# catch-all
return ''
def json_gather_list_values(l, fields, remove=False):
sub_field_value = []
# treat each item in the list as a potential tree to walk down
for sub_value in l:
fields_copy = list(fields[i] for i in range(len(fields)))
json_value = json_format_field_value(
_get_json_field_helper(
sub_value,
fields_copy,
allow_list=True,
remove=remove))
if len(json_value) != 0:
sub_field_value.append(json_value)
# return the full list of field values
return sub_field_value
def json_format_field_value(value):
# flatten 1-item set/list
if isinstance(value, (list, set, tuple)):
if len(value) == 1:
return value.pop()
return list(value)
# keep dicts intact
elif isinstance(value, dict):
return value
# stringify everything else
try:
return str(value)
except Exception as e:
return str(value.encode('utf-8'))
def parse_json_message(messages):
if isinstance(messages, (list, set, tuple)):
for message in messages:
parse_json_message(message)
else:
if len(agent_config_vars['json_top_level']) == 0:
parse_json_message_single(messages)
else:
top_level = _get_json_field_helper(
messages,
agent_config_vars['json_top_level'].split(JSON_LEVEL_DELIM),
allow_list=True)
if isinstance(top_level, (list, set, tuple)):
for message in top_level:
parse_json_message_single(message)
else:
parse_json_message_single(top_level)
def parse_json_message_single(message):
message = json.loads(json.dumps(message))
# filter
if len(agent_config_vars['filters_include']) != 0:
# for each provided filter
is_valid = False
for _filter in agent_config_vars['filters_include']:
filter_field = _filter.split(':')[0]
filter_vals = _filter.split(':')[1].split(',')
filter_check = get_json_field(
message,
filter_field,
allow_list=True)
# check if a valid value
for filter_val in filter_vals:
if filter_val.upper() in filter_check.upper():
is_valid = True
break
if is_valid:
break
if not is_valid:
logger.debug('filtered message (inclusion): {} not in {}'.format(
filter_check, filter_vals))
return
else:
logger.debug('passed filter (inclusion)')
if len(agent_config_vars['filters_exclude']) != 0:
# for each provided filter
for _filter in agent_config_vars['filters_exclude']:
filter_field = _filter.split(':')[0]
filter_vals = _filter.split(':')[1].split(',')
filter_check = get_json_field(
message,
filter_field,
allow_list=True)
# check if a valid value
for filter_val in filter_vals:
if filter_val.upper() in filter_check.upper():
logger.debug('filtered message (exclusion): {} in {}'.format(
filter_val, filter_check))
return
logger.debug('passed filter (exclusion)')
# get project, instance, & device
# check_project(get_setting_value(message,
# 'project_field',
# default=if_config_vars['project_name']),
# remove=True)
instance = get_setting_value(message,
'instance_field',
default=HOSTNAME,
remove=True)
logger.warn(instance)
device = get_setting_value(message,
'device_field',
remove=True)
# get timestamp
try:
timestamp = get_setting_value(message,
'timestamp_field',
remove=True)
timestamp = [timestamp]
except ListNotAllowedError as lnae:
timestamp = get_setting_value(message,
'timestamp_field',
remove=True,
allow_list=True)
except Exception as e:
logger.warn(e)
sys.exit(1)
logger.warn(timestamp)
# get data
data = get_data_values(timestamp, message)
# hand off
for timestamp, report_data in data.items():
# check if this is within the time range
ts = get_timestamp_from_date_string(timestamp)
if long((time.time() - if_config_vars['run_interval']) * 1000) > ts:
logger.debug('skipping message with timestamp {}'.format(ts))
continue
if 'METRIC' in if_config_vars['project_type']:
data_folded = fold_up(report_data, value_tree=True) # put metric data in top level
for data_field, data_value in data_folded.items():
if data_value is not None:
metric_handoff(
ts,
data_field,
data_value,
instance,
device)
else:
log_handoff(ts, report_data, instance, device)
def label_message(message, fields=[]):
""" turns unlabeled, split data into labeled data """
if agent_config_vars['data_format'] in {'CSV', 'CSVTAIL', 'IFEXPORT'}:
fields = agent_config_vars['csv_field_names']
json = dict()
for i in range(minlen(fields, message)):
json[fields[i]] = message[i]
return json
def minlen(one, two):
return min(len(one), len(two))
def parse_csv_message(message):
# filter
if len(agent_config_vars['filters_include']) != 0:
# for each provided filter, check if there are any allowed valued
is_valid = False
for _filter in agent_config_vars['filters_include']:
filter_field = _filter.split(':')[0]
filter_vals = _filter.split(':')[1].split(',')
filter_check = message[int(filter_field)]
# check if a valid value
for filter_val in filter_vals:
if filter_val.upper() in filter_check.upper():
is_valid = True
break
if is_valid:
break
if not is_valid:
logger.debug('filtered message (inclusion): {} not in {}'.format(
filter_check, filter_vals))
return
else:
logger.debug('passed filter (inclusion)')
if len(agent_config_vars['filters_exclude']) != 0:
# for each provided filter, check if there are any disallowed values
for _filter in agent_config_vars['filters_exclude']:
filter_field = _filter.split(':')[0]
filter_vals = _filter.split(':')[1].split(',')
filter_check = message[int(filter_field)]
# check if a valid value
for filter_val in filter_vals:
if filter_val.upper() in filter_check.upper():
logger.debug('filtered message (exclusion): {} in {}'.format(
filter_check, filter_val))
return
logger.debug('passed filter (exclusion)')
# project
# if isinstance(agent_config_vars['project_field'], int):
# check_project(message[agent_config_vars['project_field']])
# instance
instance = HOSTNAME
if isinstance(agent_config_vars['instance_field'], int):
instance = message[agent_config_vars['instance_field']]
# device
device = ''
if isinstance(agent_config_vars['device_field'], int):
device = message[agent_config_vars['device_field']]
# data & timestamp
columns = [agent_config_vars['timestamp_field']] + agent_config_vars['data_fields']
row = list(message[i] for i in columns)
fields = list(agent_config_vars['csv_field_names'][j] for j in agent_config_vars['data_fields'])
parse_csv_row(row, fields, instance, device)
def parse_csv_data(csv_data, instance, device=''):
"""
parses CSV data, assuming the format is given as:
header row: timestamp,field_1,field_2,...,field_n
n data rows: TIMESTAMP,value_1,value_2,...,value_n
"""
# get field names from header row
field_names = csv_data.pop(0).split(CSV_DELIM)[1:]
# go through each row
for row in csv_data:
if len(row) > 0:
parse_csv_row(row.split(CSV_DELIM), field_names, instance, device)
def parse_csv_row(row, field_names, instance, device=''):
timestamp = get_timestamp_from_date_string(row.pop(0))
if 'METRIC' in if_config_vars['project_type']:
for i in range(len(row)):
metric_handoff(timestamp, field_names[i], row[i], instance, device)
else:
json_message = dict()
for i in range(len(row)):
json_message[field_names[i]] = row[i]
log_handoff(timestamp, json_message, instance, device)
def get_timestamp_from_date_string(date_string):
""" parse a date string into unix epoch (ms) """
timestamp_datetime = get_datetime_from_date_string(date_string)
return get_timestamp_from_datetime(timestamp_datetime)
def get_datetime_from_date_string(date_string):
timestamp_datetime = date_string.partition('.')[0]
if 'strip_tz' in agent_config_vars and agent_config_vars['strip_tz']:
date_string = ''.join(agent_config_vars['strip_tz_fmt'].split(date_string))
if 'timestamp_format' in agent_config_vars:
for timestamp_format in agent_config_vars['timestamp_format']:
try:
if timestamp_format == 'epoch':
timestamp_datetime = get_datetime_from_unix_epoch(date_string)
else:
timestamp_datetime = datetime.strptime(date_string,
timestamp_format)
break
except Exception as e:
logger.info('timestamp {} does not match {}'.format(
date_string,
timestamp_format))
continue
else:
try:
timestamp_datetime = dateutil.parse.parse(date_string)
except:
timestamp_datetime = get_datetime_from_unix_epoch(date_string)
agent_config_vars['timestamp_format'] = ['epoch']
return timestamp_datetime
def get_timestamp_from_datetime(timestamp_datetime):
# add tzinfo
timestamp_localize = agent_config_vars['timezone'].localize(timestamp_datetime)
# calc seconds since Unix Epoch 0
epoch = long((timestamp_localize - datetime(1970, 1, 1, tzinfo=agent_config_vars['timezone'])).total_seconds()) * 1000
return epoch
def get_datetime_from_unix_epoch(date_string):
try:
# strip leading whitespace and zeros
epoch = date_string.lstrip(' 0')
# roughly check for a timestamp between ~1973 - ~2286
if len(epoch) in range(13, 15):
epoch = int(epoch) / 1000
elif len(epoch) in range(9, 13):
epoch = int(epoch)
return datetime.fromtimestamp(epoch)
except ValueError:
# if the date cannot be converted into a number by built-in long()
logger.warn('Date format not defined & data does not look like unix epoch: {}'.format(date_string))
sys.exit(1)
def make_safe_instance_string(instance, device=''):
""" make a safe instance name string, concatenated with device if appropriate """
# strip underscores
instance = UNDERSCORE.sub('.', instance)
instance = COLONS.sub('-', instance)
# if there's a device, concatenate it to the instance with an underscore
if len(device) != 0:
instance = '{}_{}'.format(make_safe_instance_string(device), instance)
return instance
def make_safe_metric_key(metric):
""" make safe string already handles this """
metric = LEFT_BRACE.sub('(', metric)
metric = RIGHT_BRACE.sub(')', metric)
metric = PERIOD.sub('/', metric)
return metric
def make_safe_string(string):
"""
Take a single string and return the same string with spaces, slashes,
underscores, and non-alphanumeric characters subbed out.
"""
string = SPACES.sub('-', string)
string = SLASHES.sub('.', string)
string = UNDERSCORE.sub('.', string)
string = NON_ALNUM.sub('', string)
return string
def run_subproc_once(command, **passthrough):
command = format_command(command)
output = subprocess.check_output(command,
universal_newlines=True,
**passthrough).split('\n')
for line in output:
yield line
def run_subproc_background(command, **passthrough):
command = format_command(command)
try:
proc = subprocess.Popen(command,
universal_newlines=True,
stdout=subprocess.PIPE,
**passthrough)
while True:
yield proc.stdout.readline()
except Exception as e:
logger.warn(e)
finally:
# make sure process exits
proc.terminate()
proc.wait()
pass
def format_command(cmd):
if not isinstance(cmd, (list, tuple)): # no sets, as order matters
cmd = shlex.split(cmd)
return list(cmd)
def set_logger_config(level):
""" set up logging according to the defined log level """
# Get the root logger
logger_obj = logging.getLogger(__name__)
# Have to set the root logger level, it defaults to logging.WARNING
logger_obj.setLevel(level)
# route INFO and DEBUG logging to stdout from stderr
logging_handler_out = logging.StreamHandler(sys.stdout)
logging_handler_out.setLevel(logging.DEBUG)
# create a logging format
formatter = logging.Formatter(
'{ts} [pid {pid}] {lvl} {mod}.{func}():{line} {msg}'.format(
ts='%(asctime)s',
pid='%(process)d',
lvl='%(levelname)-8s',
mod='%(module)s',
func='%(funcName)s',
line='%(lineno)d',
msg='%(message)s'),
ISO8601[0])
logging_handler_out.setFormatter(formatter)
logger_obj.addHandler(logging_handler_out)
logging_handler_err = logging.StreamHandler(sys.stderr)
logging_handler_err.setLevel(logging.WARNING)
logger_obj.addHandler(logging_handler_err)
return logger_obj
def print_summary_info():
# info to be sent to IF
post_data_block = '\nIF settings:'
for ik, iv in sorted(if_config_vars.items()):
post_data_block += '\n\t{}: {}'.format(ik, iv)
logger.debug(post_data_block)
# variables from agent-specific config
agent_data_block = '\nAgent settings:'
for jk, jv in sorted(agent_config_vars.items()):
agent_data_block += '\n\t{}: {}'.format(jk, jv)
logger.debug(agent_data_block)
# variables from cli config
cli_data_block = '\nCLI settings:'
for kk, kv in sorted(cli_config_vars.items()):
cli_data_block += '\n\t{}: {}'.format(kk, kv)
logger.debug(cli_data_block)
def initialize_data_gathering(thread_number):
reset_track()
track['chunk_count'] = 0
track['entry_count'] = 0
start_data_processing(thread_number)
# last chunk
if len(track['current_row']) > 0 or len(track['current_dict']) > 0:
logger.debug('Sending last chunk')
send_data_wrapper()
logger.debug('Total chunks created: ' + str(track['chunk_count']))
logger.debug('Total {} entries: {}'.format(
if_config_vars['project_type'].lower(), track['entry_count']))
def reset_track():
""" reset the track global for the next chunk """
track['start_time'] = time.time()
track['line_count'] = 0
track['current_row'] = []
track['current_dict'] = dict()
#########################################
# Functions to handle Log/Incident data #
#########################################
def incident_handoff(timestamp, data, instance, device=''):
send_log(timestamp, data, instance or HOSTNAME, device)
def deployment_handoff(timestamp, data, instance, device=''):
send_log(timestamp, data, instance or HOSTNAME, device)
def alert_handoff(timestamp, data, instance, device=''):
send_log(timestamp, data, instance or HOSTNAME, device)
def log_handoff(timestamp, data, instance, device=''):
send_log(timestamp, data, instance or HOSTNAME, device)
def send_log(timestamp, data, instance, device=''):
entry = prepare_log_entry(str(int(timestamp)), data, instance, device)
track['current_row'].append(entry)
track['line_count'] += 1
track['entry_count'] += 1
if get_json_size_bytes(track['current_row']) >= if_config_vars['chunk_size'] or (time.time() - track['start_time']) >= if_config_vars['sampling_interval']:
send_data_wrapper()
elif track['entry_count'] % 100 == 0:
logger.debug('Current data object size: {} bytes'.format(
get_json_size_bytes(track['current_row'])))
def prepare_log_entry(timestamp, data, instance, device=''):
""" creates the log entry """
entry = dict()
entry['data'] = data
if 'INCIDENT' in if_config_vars['project_type'] or 'DEPLOYMENT' in if_config_vars['project_type']:
entry['timestamp'] = timestamp
entry['instanceName'] = make_safe_instance_string(instance, device)
else: # LOG or ALERT
entry['eventId'] = timestamp
entry['tag'] = make_safe_instance_string(instance, device)
return entry
###################################
# Functions to handle Metric data #
###################################
def metric_handoff(timestamp, field_name, data, instance, device=''):
add_and_send_metric(timestamp, field_name, data, instance or HOSTNAME, device)
def add_and_send_metric(timestamp, field_name, data, instance, device=''):
# validate data
try:
data = float(data)
except Exception as e:
logger.warning(e)
logger.warning(
'timestamp: {}\nfield_name: {}\ninstance: {}\ndevice: {}\ndata: {}'.format(
timestamp, field_name, instance, device, data))
else:
append_metric_data_to_entry(timestamp, field_name, data, instance, device)
send_metric()
def send_metric():
track['entry_count'] += 1
if get_json_size_bytes(track['current_dict']) >= if_config_vars['chunk_size'] or (time.time() - track['start_time']) >= if_config_vars['sampling_interval']:
send_data_wrapper()
elif track['entry_count'] % 500 == 0:
logger.debug('Current data object size: {} bytes'.format(
get_json_size_bytes(track['current_dict'])))
def append_metric_data_to_entry(timestamp, field_name, data, instance, device=''):
""" creates the metric entry """
key = '{}[{}]'.format(make_safe_metric_key(field_name),
make_safe_instance_string(instance, device))
ts_str = str(timestamp)
if ts_str not in track['current_dict']:
track['current_dict'][ts_str] = dict()
current_obj = track['current_dict'][ts_str]
# use the next non-null value to overwrite the prev value
# for the same metric in the same timestamp
if key in current_obj.keys():
if data is not None and len(str(data)) > 0:
current_obj[key] += '|' + str(data)
else:
current_obj[key] = str(data)
track['current_dict'][ts_str] = current_obj
def transpose_metrics():
""" flatten data up to the timestamp"""
for timestamp, kvs in track['current_dict'].items():
track['line_count'] += 1
new_row = dict()
new_row['timestamp'] = timestamp
for key, value in kvs.items():
if '|' in value:
value = statistics.median(
map(lambda v: float(v), value.split('|')))
new_row[key] = str(value)
track['current_row'].append(new_row)
def build_metric_name_map():
'''
Contstructs a hash of <raw_metric_name>: <formatted_metric_name>
'''
# get metrics from the global
metrics = agent_config_vars['metrics_copy']
# initialize the hash of formatted names
agent_config_vars['metrics_names'] = dict()
tree = build_sentence_tree(metrics)
min_tree = fold_up(tree, sentence_tree=True)
def build_sentence_tree(sentences):
'''
Takes a list of sentences and builds a tree from the words
I ate two red apples ----\ /---> "red" ----> "apples" -> "_name" -> "I ate two red apples"
I ate two green pears ----> "I" -> "ate" -> "two" -> "green" --> "pears" --> "_name" -> "I ate two green pears"
I ate one yellow banana -/ \--> "one" -> "yellow" -> "banana" -> "_name" -> "I ate one yellow banana"
'''
tree = dict()
for sentence in sentences:
words = format_sentence(sentence)
current_path = tree
for word in words:
if word not in current_path:
current_path[word] = dict()
current_path = current_path[word]
# add a terminal _name node with the raw sentence as the value
current_path['_name'] = sentence
return tree
def format_sentence(sentence):
'''
Takes a sentence and chops it into an array by word
Implementation-specifc
'''
words = sentence.strip(':')
words = COLONS.sub('/', words)
words = UNDERSCORE.sub('/', words)
words = words.split('/')
return words
def fold_up(tree, sentence_tree=False, value_tree=False):
'''
Entry point for fold_up. See fold_up_helper for details
'''
folded = dict()
for node_name, node in tree.items():
fold_up_helper(
folded,
node_name,
node,
sentence_tree=sentence_tree,
value_tree=value_tree)
return folded
def fold_up_helper(current_path, node_name, node, sentence_tree=False, value_tree=False):
'''
Recursively build a new sentence tree, where,
for each node that has only one child,
that child is "folded up" into its parent.
The tree therefore treats unique phrases as words s.t.
/---> "red apples"
"I ate" -> "two" -> "green pears"
\---> "one" -> "yellow banana"
If sentence_tree=True and there are terminal '_name' nodes,
this also returns a hash of
<raw_name : formatted name>
If value_tree=True and branches terminate in values,
this also returns a hash of
<formatted path : value>
'''
while isinstance(node, dict) and (len(node.keys()) == 1 or '_name' in node.keys()):
keys = node.keys()
# if we've reached a terminal end
if '_name' in keys:
if sentence_tree:
current_path[node['_name']] = node_name
keys.remove('_name')
node.pop('_name')
# if there's still a single key path to follow
if len(keys) == 1:
next_key = keys[0]
node_name += '_' + next_key
node = node[next_key]
if not isinstance(node, dict):
if value_tree:
# node is the value of the metric node_name
current_path[node_name] = node
else:
for node_nested, node_next in node.items():
fold_up_helper(
current_path,
'{}/{}'.format(node_name, node_nested),
node_next,
sentence_tree=sentence_tree,
value_tree=value_tree)
################################
# Functions to send data to IF #
################################
def send_data_wrapper():
""" wrapper to send data """
if 'METRIC' in if_config_vars['project_type']:
transpose_metrics()
logger.debug('--- Chunk creation time: {} seconds ---'.format(
round(time.time() - track['start_time'], 2)))
send_data_to_if(track['current_row'])
track['chunk_count'] += 1
reset_track()
def send_data_to_if(chunk_metric_data):
send_data_time = time.time()
# prepare data for metric streaming agent
data_to_post = initialize_api_post_data()
if 'DEPLOYMENT' in if_config_vars['project_type'] or 'INCIDENT' in if_config_vars['project_type']:
for chunk in chunk_metric_data:
chunk['data'] = json.dumps(chunk['data'])
data_to_post[get_data_field_from_project_type()] = json.dumps(chunk_metric_data)
logger.debug('First:\n' + str(chunk_metric_data[0]))
logger.debug('Last:\n' + str(chunk_metric_data[-1]))
logger.debug('Total Data (bytes): ' + str(get_json_size_bytes(data_to_post)))
logger.debug('Total Lines: ' + str(track['line_count']))
# do not send if only testing
if cli_config_vars['testing']:
return
# send the data
post_url = urlparse.urljoin(if_config_vars['if_url'], get_api_from_project_type())
send_request(post_url, 'POST', 'Could not send request to IF',
str(get_json_size_bytes(data_to_post)) + ' bytes of data are reported.',
data=data_to_post, proxies=if_config_vars['if_proxies'])
logger.debug('--- Send data time: %s seconds ---' % round(time.time() - send_data_time, 2))
def send_request(url, mode='GET', failure_message='Failure!', success_message='Success!', **request_passthrough):
""" sends a request to the given url """
# determine if post or get (default)
req = requests.get
if mode.upper() == 'POST':
req = requests.post
global REQUESTS
REQUESTS.update(request_passthrough)
#logger.debug(REQUESTS)
for i in range(ATTEMPTS):
try:
response = req(url, **request_passthrough)
if response.status_code == httplib.OK:
logger.info(success_message)
return response
else:
logger.warn(failure_message)
logger.debug('Response Code: {}\nTEXT: {}'.format(
response.status_code, response.text))
# handle various exceptions
except requests.exceptions.Timeout:
logger.exception('Timed out. Reattempting...')
continue
except requests.exceptions.TooManyRedirects:
logger.exception('Too many redirects.')
break
except requests.exceptions.RequestException as e:
logger.exception('Exception ' + str(e))
break
logger.error('Failed! Gave up after {} attempts.'.format(i + 1))
return -1
def get_data_type_from_project_type():
if 'METRIC' in if_config_vars['project_type']:
return 'Metric'
elif 'LOG' in if_config_vars['project_type']:
return 'Log'
elif 'ALERT' in if_config_vars['project_type']:
return 'Alert'
elif 'INCIDENT' in if_config_vars['project_type']:
return 'Incident'
elif 'DEPLOYMENT' in if_config_vars['project_type']:
return 'Deployment'
else:
logger.warning('Project Type not correctly configured')
sys.exit(1)
def get_insight_agent_type_from_project_type():
if 'containerize' in agent_config_vars and agent_config_vars['containerize']:
if is_replay():
return 'containerReplay'
else:
return 'containerStreaming'
elif is_replay():
if 'METRIC' in if_config_vars['project_type']:
return 'MetricFile'
else:
return 'LogFile'
else:
return 'Custom'
def get_agent_type_from_project_type():
""" use project type to determine agent type """
if 'METRIC' in if_config_vars['project_type']:
if is_replay():
return 'MetricFileReplay'
else:
return 'CUSTOM'
elif is_replay():
return 'LogFileReplay'
else:
return 'LogStreaming'
# INCIDENT and DEPLOYMENT don't use this
def get_data_field_from_project_type():
""" use project type to determine which field to place data in """
# incident uses a different API endpoint
if 'INCIDENT' in if_config_vars['project_type']:
return 'incidentData'
elif 'DEPLOYMENT' in if_config_vars['project_type']:
return 'deploymentData'
else: # MERTIC, LOG, ALERT
return 'metricData'
def get_api_from_project_type():
""" use project type to determine which API to post to """
# incident uses a different API endpoint
if 'INCIDENT' in if_config_vars['project_type']:
return 'incidentdatareceive'
elif 'DEPLOYMENT' in if_config_vars['project_type']:
return 'deploymentEventReceive'
else: # MERTIC, LOG, ALERT
return 'customprojectrawdata'
def is_replay():
return 'REPLAY' in if_config_vars['project_type']
def initialize_api_post_data():
""" set up the unchanging portion of this """
to_send_data_dict = dict()
to_send_data_dict['userName'] = if_config_vars['user_name']
to_send_data_dict['licenseKey'] = if_config_vars['license_key']
to_send_data_dict['projectName'] = if_config_vars['project_name']
to_send_data_dict['instanceName'] = HOSTNAME
to_send_data_dict['agentType'] = get_agent_type_from_project_type()
if 'METRIC' in if_config_vars['project_type'] and 'sampling_interval' in if_config_vars:
to_send_data_dict['samplingInterval'] = str(if_config_vars['sampling_interval'])
logger.debug(to_send_data_dict)
return to_send_data_dict
if __name__ == "__main__":
# declare a few vars
TRUE = regex.compile(r"T(RUE)?", regex.IGNORECASE)
FALSE = regex.compile(r"F(ALSE)?", regex.IGNORECASE)
SPACES = regex.compile(r"\s+")
SLASHES = regex.compile(r"\/+")
UNDERSCORE = regex.compile(r"\_+")
COLONS = regex.compile(r"\:+")
LEFT_BRACE = regex.compile(r"\[")
RIGHT_BRACE = regex.compile(r"\]")
PERIOD = regex.compile(r"\.")
COMMA = regex.compile(r"\,")
NON_ALNUM = regex.compile(r"[^a-zA-Z0-9]")
PCT_z_FMT = regex.compile(r"[\+\-][0-9]{2}[\:]?[0-9]{2}|\w+\s+\w+\s+\w+")
PCT_Z_FMT = regex.compile(r"[A-Z]{3,4}")
FORMAT_STR = regex.compile(r"{(.*?)}")
HOSTNAME = socket.gethostname().partition('.')[0]
ISO8601 = ['%Y-%m-%dT%H:%M:%SZ', '%Y-%m-%dT%H:%M:%S', '%Y%m%dT%H%M%SZ', 'epoch']
JSON_LEVEL_DELIM = '.'
CSV_DELIM = r",|\t"
ATTEMPTS = 3
REQUESTS = dict()
track = dict()
# get config
cli_config_vars = get_cli_config_vars()
logger = set_logger_config(cli_config_vars['log_level'])
logger.debug(cli_config_vars)
if_config_vars = get_if_config_vars()
agent_config_vars = get_agent_config_vars()
print_summary_info()
# start data processing
for i in range(0, cli_config_vars['threads']):
Process(target=initialize_data_gathering,
args=(i,)
).start()
