# osmo_gsm_tester: validate dict structures # # Copyright (C) 2016-2017 by sysmocom - s.f.m.c. GmbH # # Author: Neels Hofmeyr # # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as # published by the Free Software Foundation, either version 3 of the # License, or (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program. If not, see . import re import os from . import log from . import util KEY_RE = re.compile('[a-zA-Z0-9][a-zA-Z0-9_]*') IPV4_RE = re.compile('([0-9]{1,3}.){3}[0-9]{1,3}') HWADDR_RE = re.compile('([0-9a-fA-F]{2}:){5}[0-9a-fA-F]{2}') IMSI_RE = re.compile('[0-9]{6,15}') KI_RE = re.compile('[0-9a-fA-F]{32}') OPC_RE = re.compile('[0-9a-fA-F]{32}') MSISDN_RE = re.compile('[0-9]{1,15}') def match_re(name, regex, val): while True: if not isinstance(val, str): break; if not regex.fullmatch(val): break; return True raise ValueError('Invalid %s: %r' % (name, val)) def band(val): if val in ('GSM-900', 'GSM-1800', 'GSM-1900'): return True raise ValueError('Unknown GSM band: %r' % val) def ipv4(val): match_re('IPv4 address', IPV4_RE, val) els = [int(el) for el in val.split('.')] if not all([el >= 0 and el <= 255 for el in els]): raise ValueError('Invalid IPv4 address: %r' % val) return True def hwaddr(val): return match_re('hardware address', HWADDR_RE, val) def imsi(val): return match_re('IMSI', IMSI_RE, val) def ki(val): return match_re('KI', KI_RE, val) def opc(val): return match_re('OPC', OPC_RE, val) def msisdn(val): return match_re('MSISDN', MSISDN_RE, val) def auth_algo(val): if val not in util.ENUM_OSMO_AUTH_ALGO: raise ValueError('Unknown Authentication Algorithm: %r' % val) return True def uint(val): n = int(val) if n < 0: raise ValueError('Positive value expected instead of %d' % n) return True def uint8(val): n = int(val) if n < 0: raise ValueError('Positive value expected instead of %d' % n) if n > 255: # 2^8 - 1 raise ValueError('Value %d too big, max value is 255' % n) return True def uint16(val): n = int(val) if n < 0: raise ValueError('Positive value expected instead of %d' % n) if n > 65535: # 2^16 - 1 raise ValueError('Value %d too big, max value is 65535' % n) return True def bool_str(val): # str2bool will raise an exception if unable to parse it util.str2bool(val) return True def times(val): n = int(val) if n < 1: raise ValueError('Positive value >0 expected instead of %d' % n) return True def cipher_2g(val): if val in ('a5_0', 'a5_1', 'a5_2', 'a5_3', 'a5_4', 'a5_5', 'a5_6', 'a5_7'): return True raise ValueError('Unknown Cipher value: %r' % val) def cipher_4g(val): if val.lower() in ('eea0', 'eea1', 'eea2'): return True raise ValueError('Unknown 4G cipher value: %r' % val) def integrity_4g(val): if val.lower() in ('eia0', 'eia1', 'eia2'): # srsENB return True raise ValueError('Unknown 4G integrity value %r' % val) def modem_feature(val): if val in ('sms', 'gprs', 'voice', 'ussd', 'sim', '2g', '3g', '4g', 'dl_qam256', 'ul_qam64', 'qc_diag'): return True raise ValueError('Unknown Modem Feature: %r' % val) def phy_channel_config(val): if val in ('CCCH', 'CCCH+SDCCH4', 'TCH/F', 'TCH/H', 'SDCCH8', 'PDCH', 'TCH/F_PDCH', 'CCCH+SDCCH4+CBCH', 'SDCCH8+CBCH','TCH/F_TCH/H_PDCH'): return True raise ValueError('Unknown Physical channel config: %r' % val) def channel_allocator(val): if val in ('ascending', 'descending'): return True raise ValueError('Unknown Channel Allocator Policy %r' % val) def gprs_mode(val): if val in ('none', 'gprs', 'egprs'): return True raise ValueError('Unknown GPRS mode %r' % val) def codec(val): if val in ('hr1', 'hr2', 'hr3', 'fr1', 'fr2', 'fr3'): return True raise ValueError('Unknown Codec value: %r' % val) def osmo_trx_clock_ref(val): if val in ('internal', 'external', 'gspdo'): return True raise ValueError('Unknown OsmoTRX clock reference value: %r' % val) def lte_transmission_mode(val): n = int(val) if n <= 4: return True raise ValueError('LTE Transmission Mode %d not in expected range' % n) def duration(val): if val.isdecimal() or val.endswith('m') or val.endswith('h'): return True raise ValueError('Invalid duration value: %r' % val) INT = 'int' STR = 'str' UINT = 'uint' BOOL_STR = 'bool_str' BAND = 'band' IPV4 = 'ipv4' HWADDR = 'hwaddr' IMSI = 'imsi' KI = 'ki' OPC = 'opc' MSISDN = 'msisdn' AUTH_ALGO = 'auth_algo' TIMES='times' CIPHER_2G = 'cipher_2g' CIPHER_4G = 'cipher_4g' INTEGRITY_4G = 'integrity_4g' MODEM_FEATURE = 'modem_feature' PHY_CHAN = 'chan' CHAN_ALLOCATOR = 'chan_allocator' GPRS_MODE = 'gprs_mode' CODEC = 'codec' OSMO_TRX_CLOCK_REF = 'osmo_trx_clock_ref' LTE_TRANSMISSION_MODE = 'lte_transmission_mode' DURATION = 'duration' SCHEMA_TYPES = { INT: int, STR: str, UINT: uint, BOOL_STR: bool_str, BAND: band, IPV4: ipv4, HWADDR: hwaddr, IMSI: imsi, KI: ki, OPC: opc, MSISDN: msisdn, AUTH_ALGO: auth_algo, TIMES: times, CIPHER_2G: cipher_2g, CIPHER_4G: cipher_4g, MODEM_FEATURE: modem_feature, PHY_CHAN: phy_channel_config, CHAN_ALLOCATOR: channel_allocator, GPRS_MODE: gprs_mode, CODEC: codec, OSMO_TRX_CLOCK_REF: osmo_trx_clock_ref, LTE_TRANSMISSION_MODE: lte_transmission_mode, DURATION: duration, INTEGRITY_4G: integrity_4g, } def add(dest, src): if util.is_dict(dest): if not util.is_dict(src): raise ValueError('cannot add to dict a value of type: %r' % type(src)) for key, val in src.items(): dest_val = dest.get(key) if dest_val is None: dest[key] = val else: log.ctx(key=key) add(dest_val, val) return if util.is_list(dest): if not util.is_list(src): raise ValueError('cannot add to list a value of type: %r' % type(src)) dest.extend(src) return if dest == src: return raise ValueError('cannot add dicts, conflicting items (values %r and %r)' % (dest, src)) def combine(dest, src): if util.is_dict(dest): if not util.is_dict(src): raise ValueError('cannot combine dict with a value of type: %r' % type(src)) for key, val in src.items(): log.ctx(key=key) dest_val = dest.get(key) if dest_val is None: dest[key] = val else: combine(dest_val, val) return if util.is_list(dest): if not util.is_list(src): raise ValueError('cannot combine list with a value of type: %r' % type(src)) # Validate that all elements in both lists are of the same type: t = util.list_validate_same_elem_type(src + dest) if t is None: return # both lists are empty, return # For lists of complex objects, we expect them to be sorted lists: if t in (dict, list, tuple): for i in range(len(dest)): log.ctx(idx=i) src_it = src[i] if i < len(src) else util.empty_instance_type(t) combine(dest[i], src_it) for i in range(len(dest), len(src)): log.ctx(idx=i) dest.append(src[i]) else: # for lists of basic elements, we handle them as unsorted sets: for elem in src: if elem not in dest: dest.append(elem) return if dest == src: return raise ValueError('cannot combine dicts, conflicting items (values %r and %r)' % (dest, src)) def replicate_times(d): ''' replicate items that have a "times" > 1 'd' is a dict matching WANT_SCHEMA, which is the same as the RESOURCES_SCHEMA, except each entity that can be reserved has a 'times' field added, to indicate how many of those should be reserved. ''' d = copy.deepcopy(d) for key, item_list in d.items(): idx = 0 while idx < len(item_list): item = item_list[idx] times = int(item.pop('times', 1)) for j in range(1, times): item_list.insert(idx + j, copy.deepcopy(item)) idx += times return d def validate(config, schema): '''Make sure the given config dict adheres to the schema. The schema is a dict of 'dict paths' in dot-notation with permitted value type. All leaf nodes are validated, nesting dicts are implicit. validate( { 'a': 123, 'b': { 'b1': 'foo', 'b2': [ 1, 2, 3 ] } }, { 'a': int, 'b.b1': str, 'b.b2[]': int } ) Raise a ValueError in case the schema is violated. ''' def validate_item(path, value, schema): want_type = schema.get(path) if util.is_list(value): if want_type: raise ValueError('config item is a list, should be %r: %r' % (want_type, path)) path = path + '[]' want_type = schema.get(path) if not want_type: if util.is_dict(value): nest(path, value, schema) return if util.is_list(value): for list_v in value: validate_item(path, list_v, schema) return raise ValueError('config item not known: %r' % path) if want_type not in SCHEMA_TYPES: raise ValueError('unknown type %r at %r' % (want_type, path)) if util.is_dict(value): raise ValueError('config item is dict but should be a leaf node of type %r: %r' % (want_type, path)) if util.is_list(value): for list_v in value: validate_item(path, list_v, schema) return log.ctx(path) type_validator = SCHEMA_TYPES.get(want_type) valid = type_validator(value) if not valid: raise ValueError('Invalid value %r for schema type \'%s\' (validator: %s)' % (value, want_type, type_validator.__name__)) def nest(parent_path, config, schema): if parent_path: parent_path = parent_path + '.' else: parent_path = '' for k,v in config.items(): if not KEY_RE.fullmatch(k): raise ValueError('invalid config key: %r' % k) path = parent_path + k validate_item(path, v, schema) nest(None, config, schema) def config_to_schema_def(src, key_prefix): 'Converts a yaml parsed config into a schema dictionary used by validate()' if util.is_dict(src): out_dict = {} for key, val in src.items(): list_token = '' dict_token = '' if util.is_list(val): list_token = '[]' assert len(val) == 1 val = val[0] if util.is_dict(val): dict_token = '.' tmp_out = config_to_schema_def(val, "%s%s%s%s" %(key_prefix, key, list_token, dict_token)) out_dict = {**out_dict, **tmp_out} return out_dict # base case: string return {key_prefix: str(src)} def generate_schemas(): "Generate supported schemas dynamically from objects" obj_dir = '%s/../obj/' % os.path.dirname(os.path.abspath(__file__)) for filename in os.listdir(obj_dir): if not filename.endswith(".py"): continue module_name = 'osmo_gsm_tester.obj.%s' % filename[:-3] util.run_python_file_method(module_name, 'on_register_schemas', False) _RESOURCE_TYPES = ['ip_address',] _RESOURCES_SCHEMA = { 'ip_address[].addr': IPV4, } _CONFIG_SCHEMA = {} _WANT_SCHEMA = None _ALL_SCHEMA = None def register_schema_types(schema_type_attr): """Register schema types to be used by schema attributes. For instance: register_resource_schema_attributes({ 'fruit': lambda val: val in ('banana', 'apple') }) """ global SCHEMA_TYPES combine(SCHEMA_TYPES, schema_type_attr) def register_resource_schema(obj_class_str, obj_attr_dict): """Register schema attributes for a resource type. For instance: register_resource_schema_attributes('modem', {'type': schema.STR, 'ki': schema.KI}) """ global _RESOURCES_SCHEMA global _RESOURCE_TYPES tmpdict = {} for key, val in obj_attr_dict.items(): new_key = '%s[].%s' % (obj_class_str, key) tmpdict[new_key] = val combine(_RESOURCES_SCHEMA, tmpdict) if obj_class_str not in _RESOURCE_TYPES: _RESOURCE_TYPES.append(obj_class_str) def register_config_schema(obj_class_str, obj_attr_dict): """Register schema attributes to configure all instances of an object class. For instance: register_resource_schema_attributes('bsc', {'net.codec_list[]': schema.CODEC}) """ global _CONFIG_SCHEMA, _ALL_SCHEMA tmpdict = {} for key, val in obj_attr_dict.items(): new_key = '%s.%s' % (obj_class_str, key) tmpdict[new_key] = val combine(_CONFIG_SCHEMA, tmpdict) _ALL_SCHEMA = None # reset _ALL_SCHEMA so it is re-generated next time it's requested. def get_resources_schema(): return _RESOURCES_SCHEMA; def get_want_schema(): global _WANT_SCHEMA if _WANT_SCHEMA is None: _WANT_SCHEMA = util.dict_add( dict([('%s[].times' % r, TIMES) for r in _RESOURCE_TYPES]), get_resources_schema()) return _WANT_SCHEMA def get_all_schema(): global _ALL_SCHEMA if _ALL_SCHEMA is None: want_schema = get_want_schema() _ALL_SCHEMA = util.dict_add( dict([('config.%s' % key, val) for key, val in _CONFIG_SCHEMA.items()]), dict([('resources.%s' % key, val) for key, val in want_schema.items()]), dict([('modifiers.%s' % key, val) for key, val in want_schema.items()])) return _ALL_SCHEMA # vim: expandtab tabstop=4 shiftwidth=4