path: root/python.d/web_log.chart.py

# -*- coding: utf-8 -*-
# Description: web log netdata python.d module
# Author: l2isbad

from base import LogService
import re
import bisect
from os import access, R_OK
from os.path import getsize
from collections import namedtuple
from copy import deepcopy

priority = 60000
retries = 60

ORDER = ['response_statuses', 'response_codes', 'bandwidth', 'response_time', 'requests_per_url', 'http_method',
         'http_version', 'requests_per_ipproto', 'clients', 'clients_all']
CHARTS = {
    'response_codes': {
        'options': [None, 'Response Codes', 'requests/s', 'responses', 'web_log.response_codes', 'stacked'],
        'lines': [
            ['2xx', '2xx', 'incremental'],
            ['5xx', '5xx', 'incremental'],
            ['3xx', '3xx', 'incremental'],
            ['4xx', '4xx', 'incremental'],
            ['1xx', '1xx', 'incremental'],
            ['0xx', 'other', 'incremental'],
            ['unmatched', 'unmatched', 'incremental']
        ]},
    'bandwidth': {
        'options': [None, 'Bandwidth', 'KB/s', 'bandwidth', 'web_log.bandwidth', 'area'],
        'lines': [
            ['resp_length', 'received', 'incremental', 1, 1024],
            ['bytes_sent', 'sent', 'incremental', -1, 1024]
        ]},
    'response_time': {
        'options': [None, 'Processing Time', 'milliseconds', 'timings', 'web_log.response_time', 'area'],
        'lines': [
            ['resp_time_min', 'min', 'incremental', 1, 1000],
            ['resp_time_max', 'max', 'incremental', 1, 1000],
            ['resp_time_avg', 'avg', 'incremental', 1, 1000]
        ]},
    'clients': {
        'options': [None, 'Current Poll Unique Client IPs', 'unique ips', 'clients', 'web_log.clients', 'stacked'],
        'lines': [
            ['unique_cur_ipv4', 'ipv4', 'incremental', 1, 1],
            ['unique_cur_ipv6', 'ipv6', 'incremental', 1, 1]
        ]},
    'clients_all': {
        'options': [None, 'All Time Unique Client IPs', 'unique ips', 'clients', 'web_log.clients_all', 'stacked'],
        'lines': [
            ['unique_tot_ipv4', 'ipv4', 'absolute', 1, 1],
            ['unique_tot_ipv6', 'ipv6', 'absolute', 1, 1]
        ]},
    'http_method': {
        'options': [None, 'Requests Per HTTP Method', 'requests/s', 'http methods', 'web_log.http_method', 'stacked'],
        'lines': [
            ['GET', 'GET', 'incremental', 1, 1]
        ]},
    'http_version': {
        'options': [None, 'Requests Per HTTP Version', 'requests/s', 'http versions',
                    'web_log.http_version', 'stacked'],
        'lines': []},
    'requests_per_ipproto': {
        'options': [None, 'Requests Per IP Protocol', 'requests/s', 'ip protocols', 'web_log.requests_per_ipproto',
                    'stacked'],
        'lines': [
            ['req_ipv4', 'ipv4', 'incremental', 1, 1],
            ['req_ipv6', 'ipv6', 'incremental', 1, 1]
        ]},
    'response_statuses': {
        'options': [None, 'Response Statuses', 'requests/s', 'responses', 'web_log.response_statuses',
                    'stacked'],
        'lines': [
            ['successful_requests', 'success', 'incremental', 1, 1],
            ['server_errors', 'error', 'incremental', 1, 1],
            ['redirects', 'redirect', 'incremental', 1, 1],
            ['bad_requests', 'bad', 'incremental', 1, 1],
            ['other_requests', 'other', 'incremental', 1, 1]
        ]}
}

NAMED_URL_PATTERN = namedtuple('URL_PATTERN', ['description', 'pattern'])

DET_RESP_AGGR = ['', '_1xx', '_2xx', '_3xx', '_4xx', '_5xx', '_Other']


class Service(LogService):
    def __init__(self, configuration=None, name=None):
        """
        :param configuration:
        :param name:
        # self._get_data = None  # will be assigned in 'check' method.
        # self.order = None  # will be assigned in 'create_*_method' method.
        # self.definitions = None  # will be assigned in 'create_*_method' method.
        """
        LogService.__init__(self, configuration=configuration, name=name)
        # Variables from module configuration file
        self.log_type = self.configuration.get('type', 'web_access')
        self.log_path = self.configuration.get('path')
        self.url_pattern = self.configuration.get('categories')  # dict
        self.custom_log_format = self.configuration.get('custom_log_format')  # dict
        # Instance variables
        self.regex = None  # will be assigned in 'find_regex' or 'find_regex_custom' method
        self.data = {'bytes_sent': 0, 'resp_length': 0, 'resp_time_min': 0, 'resp_time_max': 0,
                     'resp_time_avg': 0, 'unique_cur_ipv4': 0, 'unique_cur_ipv6': 0, '2xx': 0,
                     '5xx': 0, '3xx': 0, '4xx': 0, '1xx': 0, '0xx': 0, 'unmatched': 0, 'req_ipv4': 0,
                     '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 check(self):
        """
        :return: bool

        1. "log_path" is specified in the module configuration file
        2. "log_path" must be readable by netdata user and must exist
        3. "log_path' must not be empty. We need at least 1 line to find appropriate pattern to parse
        4. other checks depends on log "type"
        """
        if not self.log_path:
            self.error('log path is not specified')
            return False

        if not access(self.log_path, R_OK):
            self.error('%s not readable or not exist' % self.log_path)
            return False

        if not getsize(self.log_path):
            self.error('%s is empty' % self.log_path)
            return False

        # Read last line (or first if there is only one line)
        with open(self.log_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:
            last_line = last_line.decode()
        except UnicodeDecodeError:
            try:
                last_line = last_line.decode(encoding='utf-8')
            except (TypeError, UnicodeDecodeError) as error:
                self.error(str(error))
                return False

        if self.log_type == 'web_access':
            self.unique_all_time = list()  # sorted list of unique IPs
            self.detailed_response_codes = self.configuration.get('detailed_response_codes', True)
            self.detailed_response_aggregate = self.configuration.get('detailed_response_aggregate', True)
            self.all_time = self.configuration.get('all_time', True)

            # Custom_log_format or predefined log format.
            if self.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))
                return False

            # self.url_pattern check
            if self.url_pattern:
                self.url_pattern = check_req_per_url_pattern('rpu', self.url_pattern)

            self.create_access_charts(match_dict)  # Create charts
            self._get_data = self._get_access_data  # _get_data assignment
        else:
            self.error('Not implemented')
            return False

        # Double check
        if not self.regex:
            self.error('That can not happen, but it happened. "regex" is None')

        self.info('Collected data: %s' % list(match_dict.keys()))
        return True

    def find_regex_custom(self, last_line):
        """
        :param last_line: str: literally last line from log file
        :return: tuple where:
        [0]: dict or None:  match_dict or None
        [1]: str: error description

        We are here only if "custom_log_format" is in logs. We need to make sure:
        1. "custom_log_format" is a dict
        2. "pattern" in "custom_log_format" and pattern is <str> instance
        3. if "time_multiplier" is in "custom_log_format" it must be <int> instance

        If all parameters is ok we need to make sure:
        1. Pattern search is success
        2. Pattern search contains named subgroups (?P<subgroup_name>) (= "match_dict")

        If pattern search is success we need to make sure:
        1. All mandatory keys ['address', 'code', 'bytes_sent', 'method', 'url'] are in "match_dict"

        If this is True we need to make sure:
        1. All mandatory key values from "match_dict" have the correct format
         ("code" is integer, "method" is uppercase word, etc)

        If non mandatory keys in "match_dict" we need to make sure:
        1. All non mandatory key values from match_dict ['resp_length', 'resp_time'] have the correct format
         ("resp_length" is integer or "-", "resp_time" is integer or float)

        """
        if not hasattr(self.custom_log_format, 'keys'):
            return find_regex_return(msg='Custom log: "custom_log_format" is not a <dict>')

        pattern = self.custom_log_format.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.custom_log_format.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')

        try:
            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 match:
            match_dict = match.groupdict() or None
        else:
            return find_regex_return(msg='Custom log: pattern search FAILED')

        if match_dict is None:
            find_regex_return(msg='Custom log: search OK but contains no named subgroups'
                                  ' (you need to use ?P<subgroup_name>)')
        else:
            mandatory_dict = {'address': r'[\da-f.:]+',
                              'code': r'[1-9]\d{2}',
                              'method': r'[A-Z]+',
                              'bytes_sent': r'\d+|-'}
            optional_dict = {'resp_length': r'\d+',
                             'resp_time': r'[\d.]+',
                             'http_version': r'\d\.\d'}

            mandatory_values = set(mandatory_dict) - set(match_dict)
            if mandatory_values:
                return find_regex_return(msg='Custom log: search OK but some mandatory keys (%s) are missing'
                                             % list(mandatory_values))
            else:
                for key in mandatory_dict:
                    if not re.search(mandatory_dict[key], match_dict[key]):
                        return find_regex_return(msg='Custom log: can\'t parse "%s": %s'
                                                     % (key, match_dict[key]))

            optional_values = set(optional_dict) & set(match_dict)
            for key in optional_values:
                if not re.search(optional_dict[key], match_dict[key]):
                    return find_regex_return(msg='Custom log: can\'t parse "%s": %s'
                                                 % (key, match_dict[key]))

            dot_in_time = '.' in match_dict.get('resp_time', '')
            if dot_in_time:
                self.resp_time_func = lambda time: time * (resp_time_func or 1000000)
            else:
                self.resp_time_func = lambda time: time * (resp_time_func or 1)

            self.regex = regex
            return find_regex_return(match_dict=match_dict)

    def find_regex(self, last_line):
        """
        :param last_line: str: literally last line from log file
        :return: tuple where:
        [0]: dict or None:  match_dict or None
        [1]: str: error description
        We need to find appropriate pattern for current log file
        All logic is do a regex search through the string for all predefined patterns
        until we find something or fail.
        """
        # REGEX: 1.IPv4 address 2.HTTP method 3. URL 4. Response code
        # 5. Bytes sent 6. Response length 7. Response process time
        acs_default = 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<code>[1-9]\d{2})'
                                 r' (?P<bytes_sent>\d+|-)')

        acs_apache_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<code>[1-9]\d{2})'
                                           r' (?P<bytes_sent>\d+|-)'
                                           r' (?P<resp_length>\d+)'
                                           r' (?P<resp_time>\d+) ')

        acs_apache_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<code>[1-9]\d{2})'
                                           r' (?P<bytes_sent>\d+|-)'
                                           r' .*?'
                                           r' (?P<resp_length>\d+)'
                                           r' (?P<resp_time>\d+)'
                                           r'(?: |$)')

        acs_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<code>[1-9]\d{2})'
                                          r' (?P<bytes_sent>\d+)'
                                          r' (?P<resp_length>\d+)'
                                          r' (?P<resp_time>\d+\.\d+) ')

        acs_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<code>[1-9]\d{2})'
                                          r' (?P<bytes_sent>\d+)'
                                          r' .*?'
                                          r' (?P<resp_length>\d+)'
                                          r' (?P<resp_time>\d+\.\d+)')

        def func_usec(time):
            return time

        def func_sec(time):
            return time * 1000000

        r_regex = [acs_apache_ext_insert, acs_apache_ext_append, acs_nginx_ext_insert,
                   acs_nginx_ext_append, acs_default]
        r_function = [func_usec, func_usec, func_sec, func_sec, func_usec]
        regex_function = zip(r_regex, r_function)

        match_dict = dict()
        for regex, function in regex_function:
            match = regex.search(last_line)
            if match:
                self.regex = regex
                self.resp_time_func = function
                match_dict = match.groupdict()
                break

        return find_regex_return(match_dict=match_dict or None,
                                 msg='Unknown log format. You need to use "custom_log_format" feature.')

    def create_access_charts(self, match_dict):
        """
        :param match_dict: dict: regex.search.groupdict(). Ex. {'address': '127.0.0.1', 'code': '200', 'method': 'GET'}
        :return:
        Create additional charts depending on the 'match_dict' keys and configuration file options
        1. 'time_response' chart is removed if there is no 'resp_time' in match_dict.
        2. Other stuff is just remove/add chart depending on yes/no in conf
        """

        def find_job_name(override_name, name):
            """
            :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 same logic as in python.d.plugin.
            """
            add_to_name = override_name or name
            if add_to_name:
                return '_'.join(['web_log', re.sub('\s+', '_', add_to_name)])
            else:
                return 'web_log'

        self.order = ORDER[:]
        self.definitions = deepcopy(CHARTS)

        job_name = find_job_name(self.override_name, self.name)

        self.http_method_chart = 'CHART %s.http_method' \
                                 ' "" "Requests Per HTTP Method" requests/s "http methods"' \
                                 ' web_log.http_method stacked 11 %s\n' \
                                 'DIMENSION GET GET incremental\n' % (job_name, self.update_every)
        self.http_version_chart = 'CHART %s.http_version' \
                                  ' "" "Requests Per HTTP Version" requests/s "http versions"' \
                                  ' web_log.http_version stacked 12 %s\n' % (job_name, self.update_every)

        # Remove 'request_time' chart from ORDER if resp_time not in match_dict
        if 'resp_time' not in match_dict:
            self.order.remove('response_time')
        # Remove 'clients_all' chart from ORDER if specified in the configuration
        if not self.all_time:
            self.order.remove('clients_all')
        # Add 'detailed_response_codes' chart if specified in the configuration
        if self.detailed_response_codes:
            self.detailed_chart = list()
            for prio, add_to_dim in enumerate(DET_RESP_AGGR):
                self.detailed_chart.append('CHART %s.detailed_response_codes%s ""'
                                           ' "Detailed Response Codes %s" requests/s responses'
                                           ' web_log.detailed_response_codes%s stacked %s %s\n'
                                           % (job_name, add_to_dim, add_to_dim[1:], add_to_dim,
                                              str(prio), self.update_every))

            codes = DET_RESP_AGGR[:1] if self.detailed_response_aggregate else DET_RESP_AGGR[1:]
            for code in codes:
                self.order.append('detailed_response_codes%s' % code)
                self.definitions['detailed_response_codes%s' % code] = {'options':
                                                                        [None,
                                                                         'Detailed Response Codes %s' % code[1:],
                                                                         'requests/s',
                                                                         'responses',
                                                                         'web_log.detailed_response_codes%s' % code,
                                                                         'stacked'],
                                                                        'lines': []}

        # Add 'requests_per_url' chart if specified in the configuration
        if self.url_pattern:
            self.definitions['requests_per_url'] = {'options': [None, 'Requests Per Url', 'requests/s',
                                                                'urls', 'web_log.requests_per_url', 'stacked'],
                                                    'lines': [['rpu_other', 'other', 'incremental']]}
            for elem in self.url_pattern:
                self.definitions['requests_per_url']['lines'].append([elem.description, elem.description[4:],
                                                                      'incremental'])
                self.data.update({elem.description: 0})
            self.data.update({'rpu_other': 0})
        else:
            self.order.remove('requests_per_url')

    def add_new_dimension(self, dimension, line_list, chart_string, key):
        """
        :param dimension: str: response status code. Ex.: '202', '499'
        :param line_list: list: Ex.: ['202', '202', 'incremental']
        :param chart_string: Current string we need to pass to netdata to rebuild the chart
        :param key: str: CHARTS dict key (chart name). Ex.: 'response_time'
        :return: str: new chart string = previous + new dimensions
        """
        self.data.update({dimension: 0})
        # SET method check if dim in _dimensions
        self._dimensions.append(dimension)
        # UPDATE method do SET only if dim in definitions
        self.definitions[key]['lines'].append(line_list)
        chart = chart_string
        chart += "%s %s\n" % ('DIMENSION', ' '.join(line_list))
        print(chart)
        return chart

    def _get_access_data(self):
        """
        Parse new log lines
        :return: dict OR None
        None if _get_raw_data method fails.
        In all other cases - dict.
        """
        raw = self._get_raw_data()
        if raw is None:
            return None

        request_time, unique_current = list(), list()
        request_counter = {'count': 0, 'sum': 0}
        ip_address_counter = {'unique_cur_ip': 0}
        for line in raw:
            match = self.regex.search(line)
            if match:
                match_dict = match.groupdict()
                try:
                    code = ''.join([match_dict['code'][0], 'xx'])
                    self.data[code] += 1
                except KeyError:
                    self.data['0xx'] += 1
                # detailed response code
                if self.detailed_response_codes:
                    self._get_data_detailed_response_codes(match_dict['code'])
                # response statuses
                self._get_data_statuses(match_dict['code'])
                # requests per url
                if self.url_pattern:
                    self._get_data_per_url(match_dict['url'])
                # requests per http method
                self._get_data_http_method(match_dict['method'])
                # requests per http version
                if 'http_version' in match_dict:
                    self._get_data_http_version(match_dict['http_version'])
                # 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'])
                if 'resp_time' in match_dict:
                    resp_time = self.resp_time_func(float(match_dict['resp_time']))
                    bisect.insort_left(request_time, resp_time)
                    request_counter['count'] += 1
                    request_counter['sum'] += resp_time
                # requests per ip proto
                proto = 'ipv4' if '.' in match_dict['address'] else 'ipv6'
                self.data['req_' + proto] += 1
                # unique clients ips
                if address_not_in_pool(self.unique_all_time, match_dict['address'],
                                       self.data['unique_tot_ipv4'] + self.data['unique_tot_ipv6']):
                    self.data['unique_tot_' + proto] += 1
                if address_not_in_pool(unique_current, match_dict['address'], ip_address_counter['unique_cur_ip']):
                    self.data['unique_cur_' + proto] += 1
                    ip_address_counter['unique_cur_ip'] += 1
            else:
                self.data['unmatched'] += 1

        # timings
        if request_time:
            self.data['resp_time_min'] += int(request_time[0])
            self.data['resp_time_avg'] += int(round(float(request_counter['sum']) / request_counter['count']))
            self.data['resp_time_max'] += int(request_time[-1])
        return self.data

    def _get_data_detailed_response_codes(self, code):
        """
        :param code: str: CODE from parsed line. Ex.: '202, '499'
        :return:
        Calls add_new_dimension method If the value is found for the first time
        """
        if code not in self.data:
            if self.detailed_response_aggregate:
                chart_string_copy = self.detailed_chart[0]
                self.detailed_chart[0] = self.add_new_dimension(code, [code, code, 'incremental'],
                                                                chart_string_copy, 'detailed_response_codes')
            else:
                code_index = int(code[0]) if int(code[0]) < 6 else 6
                chart_string_copy = self.detailed_chart[code_index]
                chart_name = 'detailed_response_codes' + DET_RESP_AGGR[code_index]
                self.detailed_chart[code_index] = self.add_new_dimension(code, [code, code, 'incremental'],
                                                                         chart_string_copy, chart_name)
        self.data[code] += 1

    def _get_data_http_method(self, method):
        """
        :param method: str: METHOD from parsed line. Ex.: 'GET', 'POST'
        :return:
        Calls add_new_dimension method If the value is found for the first time
        """
        if method not in self.data:
            chart_string_copy = self.http_method_chart
            self.http_method_chart = self.add_new_dimension(method, [method, method, 'incremental'],
                                                            chart_string_copy, 'http_method')
        self.data[method] += 1

    def _get_data_http_version(self, http_version):
        """
        :param http_version: str: METHOD from parsed line. Ex.: '1.1', '1.0'
        :return:
        Calls add_new_dimension method If the value is found for the first time
        """
        http_version_dim_id = http_version.replace('.', '_')
        if http_version_dim_id not in self.data:
            chart_string_copy = self.http_version_chart
            self.http_version_chart = self.add_new_dimension(http_version_dim_id,
                                                             [http_version_dim_id, http_version, 'incremental'],
                                                             chart_string_copy, 'http_version')
        self.data[http_version_dim_id] += 1

    def _get_data_per_url(self, url):
        """
        :param url: str: URL from parsed line
        :return:
        Scan through string looking for the first location where patterns produce a match for all user
        defined patterns
        """
        match = None
        for elem in self.url_pattern:
            if elem.pattern.search(url):
                self.data[elem.description] += 1
                match = True
                break
        if not match:
            self.data['rpu_other'] += 1

    def _get_data_statuses(self, code):
        """
        :param code: str: response status code. Ex.: '202', '499'
        :return:
        """
        code_class = code[0]
        if code_class == '2' or code == '304' or code_class == '1':
            self.data['successful_requests'] += 1
        elif code_class == '3':
            self.data['redirects'] += 1
        elif code_class == '4':
            self.data['bad_requests'] += 1
        elif code_class == '5':
            self.data['server_errors'] += 1
        else:
            self.data['other_requests'] += 1


def address_not_in_pool(pool, address, pool_size):
    """
    :param pool: list of ip addresses
    :param address: ip address
    :param pool_size: current pool size
    :return: True if address not in pool. False if address in pool.
    """
    index = bisect.bisect_left(pool, address)
    if index < pool_size:
        if pool[index] == address:
            return False
        else:
            bisect.insort_left(pool, address)
            return True
    else:
        bisect.insort_left(pool, address)
        return True


def find_regex_return(match_dict=None, msg='Generic error message'):
    """
    :param match_dict: dict: re.search.groupdict() or None
    :param msg: str: error description
    :return: tuple:
    """
    return match_dict, msg


def check_req_per_url_pattern(string, url_pattern):
    """
    :param string: str:
    :param url_pattern: dict: ex. {'dim1': 'pattern1>', 'dim2': '<pattern2>'}
    :return: list of named tuples or None:
     We need to make sure all patterns are valid regular expressions
    """
    if not hasattr(url_pattern, 'keys'):
        return None

    result = list()

    def is_valid_pattern(pattern):
        """
        :param pattern: str
        :return: re.compile(pattern) or None
        """
        if not isinstance(pattern, str):
            return False
        else:
            try:
                compile_pattern = re.compile(pattern)
            except re.error:
                return False
            else:
                return compile_pattern

    for dimension, regex in url_pattern.items():
        valid_pattern = is_valid_pattern(regex)
        if isinstance(dimension, str) and valid_pattern:
            result.append(NAMED_URL_PATTERN(description='_'.join([string, dimension]), pattern=valid_pattern))

    return result or None