# # Copyright 2019 The FATE Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # import base64 import datetime import io import json import os import pickle import socket import time import uuid from enum import Enum, IntEnum from fate_arch.common.conf_utils import get_base_config from fate_arch.common import BaseType use_deserialize_safe_module = get_base_config('use_deserialize_safe_module', False) class CustomJSONEncoder(json.JSONEncoder): def __init__(self, **kwargs): self._with_type = kwargs.pop("with_type", False) super().__init__(**kwargs) def default(self, obj): if isinstance(obj, datetime.datetime): return obj.strftime('%Y-%m-%d %H:%M:%S') elif isinstance(obj, datetime.date): return obj.strftime('%Y-%m-%d') elif isinstance(obj, datetime.timedelta): return str(obj) elif issubclass(type(obj), Enum) or issubclass(type(obj), IntEnum): return obj.value elif isinstance(obj, set): return list(obj) elif issubclass(type(obj), BaseType): if not self._with_type: return obj.to_dict() else: return obj.to_dict_with_type() elif isinstance(obj, type): return obj.__name__ else: return json.JSONEncoder.default(self, obj) def fate_uuid(): return uuid.uuid1().hex def string_to_bytes(string): return string if isinstance(string, bytes) else string.encode(encoding="utf-8") def bytes_to_string(byte): return byte.decode(encoding="utf-8") def json_dumps(src, byte=False, indent=None, with_type=False): dest = json.dumps(src, indent=indent, cls=CustomJSONEncoder, with_type=with_type) if byte: dest = string_to_bytes(dest) return dest def json_loads(src, object_hook=None, object_pairs_hook=None): if isinstance(src, bytes): src = bytes_to_string(src) return json.loads(src, object_hook=object_hook, object_pairs_hook=object_pairs_hook) def current_timestamp(): return int(time.time() * 1000) def timestamp_to_date(timestamp, format_string="%Y-%m-%d %H:%M:%S"): if not timestamp: timestamp = time.time() timestamp = int(timestamp) / 1000 time_array = time.localtime(timestamp) str_date = time.strftime(format_string, time_array) return str_date def date_string_to_timestamp(time_str, format_string="%Y-%m-%d %H:%M:%S"): time_array = time.strptime(time_str, format_string) time_stamp = int(time.mktime(time_array) * 1000) return time_stamp def serialize_b64(src, to_str=False): dest = base64.b64encode(pickle.dumps(src)) if not to_str: return dest else: return bytes_to_string(dest) def deserialize_b64(src): src = base64.b64decode(string_to_bytes(src) if isinstance(src, str) else src) if use_deserialize_safe_module: return restricted_loads(src) return pickle.loads(src) safe_module = { 'federatedml', 'numpy', 'fate_flow' } class RestrictedUnpickler(pickle.Unpickler): def find_class(self, module, name): import importlib if module.split('.')[0] in safe_module: _module = importlib.import_module(module) return getattr(_module, name) # Forbid everything else. raise pickle.UnpicklingError("global '%s.%s' is forbidden" % (module, name)) def restricted_loads(src): """Helper function analogous to pickle.loads().""" return RestrictedUnpickler(io.BytesIO(src)).load() def get_lan_ip(): if os.name != "nt": import fcntl import struct def get_interface_ip(ifname): s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM) return socket.inet_ntoa( fcntl.ioctl(s.fileno(), 0x8915, struct.pack('256s', string_to_bytes(ifname[:15])))[20:24]) ip = socket.gethostbyname(socket.getfqdn()) if ip.startswith("127.") and os.name != "nt": interfaces = [ "bond1", "eth0", "eth1", "eth2", "wlan0", "wlan1", "wifi0", "ath0", "ath1", "ppp0", ] for ifname in interfaces: try: ip = get_interface_ip(ifname) break except IOError as e: pass return ip or ''