onionshare/lib/stem/exit_policy.py
2014-05-21 14:09:41 -04:00

881 lines
28 KiB
Python

# Copyright 2012-2013, Damian Johnson and The Tor Project
# See LICENSE for licensing information
"""
Representation of tor exit policies. These can be easily used to check if
exiting to a destination is permissible or not. For instance...
::
>>> from stem.exit_policy import ExitPolicy, MicroExitPolicy
>>> policy = ExitPolicy("accept *:80", "accept *:443", "reject *:*")
>>> print policy
accept *:80, accept *:443, reject *:*
>>> print policy.summary()
accept 80, 443
>>> policy.can_exit_to("75.119.206.243", 80)
True
>>> policy = MicroExitPolicy("accept 80,443")
>>> print policy
accept 80,443
>>> policy.can_exit_to("75.119.206.243", 80)
True
::
ExitPolicy - Exit policy for a Tor relay
| + MicroExitPolicy - Microdescriptor exit policy
|- can_exit_to - check if exiting to this destination is allowed or not
|- is_exiting_allowed - check if any exiting is allowed
|- summary - provides a short label, similar to a microdescriptor
|- __str__ - string representation
+- __iter__ - ExitPolicyRule entries that this contains
ExitPolicyRule - Single rule of an exit policy chain
|- is_address_wildcard - checks if we'll accept any address
|- is_port_wildcard - checks if we'll accept any port
|- get_address_type - provides the protocol our ip address belongs to
|- is_match - checks if we match a given destination
|- get_mask - provides the address representation of our mask
|- get_masked_bits - provides the bit representation of our mask
+- __str__ - string representation for this rule
get_config_policy - provides the ExitPolicy based on torrc rules
.. data:: AddressType (enum)
Enumerations for IP address types that can be in an exit policy.
============ ===========
AddressType Description
============ ===========
**WILDCARD** any address of either IPv4 or IPv6
**IPv4** IPv4 address
**IPv6** IPv6 address
============ ===========
"""
import zlib
import stem.prereq
import stem.util.connection
import stem.util.enum
import stem.util.str_tools
try:
# added in python 3.2
from functools import lru_cache
except ImportError:
from stem.util.lru_cache import lru_cache
AddressType = stem.util.enum.Enum(("WILDCARD", "Wildcard"), ("IPv4", "IPv4"), ("IPv6", "IPv6"))
# Addresses aliased by the 'private' policy. From the tor man page...
#
# To specify all internal and link-local networks (including 0.0.0.0/8,
# 169.254.0.0/16, 127.0.0.0/8, 192.168.0.0/16, 10.0.0.0/8, and 172.16.0.0/12),
# you can use the "private" alias instead of an address.
PRIVATE_ADDRESSES = (
"0.0.0.0/8",
"169.254.0.0/16",
"127.0.0.0/8",
"192.168.0.0/16",
"10.0.0.0/8",
"172.16.0.0/12",
)
def get_config_policy(rules):
"""
Converts an ExitPolicy found in a torrc to a proper exit pattern. This
accounts for...
* ports being optional
* the 'private' keyword
:param str,list rules: comma separated rules or list to be converted
:returns: :class:`~stem.exit_policy.ExitPolicy` reflected by the rules
:raises: **ValueError** if input isn't a valid tor exit policy
"""
if isinstance(rules, (bytes, unicode)):
rules = rules.split(',')
result = []
for rule in rules:
rule = rule.strip()
if not rule:
continue
if not ':' in rule:
rule = "%s:*" % rule
if 'private' in rule:
acceptance = rule.split(' ', 1)[0]
port = rule.split(':', 1)[1]
for private_addr in PRIVATE_ADDRESSES:
result.append(ExitPolicyRule("%s %s:%s" % (acceptance, private_addr, port)))
else:
result.append(ExitPolicyRule(rule))
# torrc policies can apply to IPv4 or IPv6, so we need to make sure /0
# addresses aren't treated as being a full wildcard
for rule in result:
rule._submask_wildcard = False
return ExitPolicy(*result)
class ExitPolicy(object):
"""
Policy for the destinations that a relay allows or denies exiting to. This
is, in effect, just a list of :class:`~stem.exit_policy.ExitPolicyRule`
entries.
:param list rules: **str** or :class:`~stem.exit_policy.ExitPolicyRule`
entries that make up this policy
"""
def __init__(self, *rules):
# sanity check the types
for rule in rules:
if not isinstance(rule, (bytes, unicode, ExitPolicyRule)):
raise TypeError("Exit policy rules can only contain strings or ExitPolicyRules, got a %s (%s)" % (type(rule), rules))
# Unparsed representation of the rules we were constructed with. Our
# _get_rules() method consumes this to provide ExitPolicyRule instances.
# This is lazily evaluated so we don't need to actually parse the exit
# policy if it's never used.
is_all_str = True
for rule in rules:
if not isinstance(rule, (bytes, unicode)):
is_all_str = False
if rules and is_all_str:
byte_rules = [stem.util.str_tools._to_bytes(r) for r in rules]
self._input_rules = zlib.compress(b','.join(byte_rules))
else:
self._input_rules = rules
# Result when no rules apply. According to the spec policies default to 'is
# allowed', but our microdescriptor policy subclass might want to change
# this.
self._is_allowed_default = True
@lru_cache()
def can_exit_to(self, address = None, port = None, strict = False):
"""
Checks if this policy allows exiting to a given destination or not. If the
address or port is omitted then this will check if we're allowed to exit to
any instances of the defined address or port.
:param str address: IPv4 or IPv6 address (with or without brackets)
:param int port: port number
:param bool strict: if the address or port is excluded then check if we can
exit to **all** instances of the defined address or port
:returns: **True** if exiting to this destination is allowed, **False** otherwise
"""
for rule in self._get_rules():
if rule.is_match(address, port, strict):
return rule.is_accept
return self._is_allowed_default
@lru_cache()
def is_exiting_allowed(self):
"""
Provides **True** if the policy allows exiting whatsoever, **False**
otherwise.
"""
rejected_ports = set()
for rule in self._get_rules():
if rule.is_accept:
for port in xrange(rule.min_port, rule.max_port + 1):
if not port in rejected_ports:
return True
elif rule.is_address_wildcard():
if rule.is_port_wildcard():
return False
else:
rejected_ports.update(range(rule.min_port, rule.max_port + 1))
return self._is_allowed_default
@lru_cache()
def summary(self):
"""
Provides a short description of our policy chain, similar to a
microdescriptor. This excludes entries that don't cover all IP
addresses, and is either white-list or blacklist policy based on
the final entry. For instance...
::
>>> policy = ExitPolicy('accept *:80', 'accept *:443', 'reject *:*')
>>> policy.summary()
"accept 80, 443"
>>> policy = ExitPolicy('accept *:443', 'reject *:1-1024', 'accept *:*')
>>> policy.summary()
"reject 1-442, 444-1024"
:returns: **str** with a concise summary for our policy
"""
# determines if we're a white-list or blacklist
is_whitelist = not self._is_allowed_default
for rule in self._get_rules():
if rule.is_address_wildcard() and rule.is_port_wildcard():
is_whitelist = not rule.is_accept
break
# Iterates over the policies and adds the the ports we'll return (ie,
# allows if a white-list and rejects if a blacklist). Regardless of a
# port's allow/reject policy, all further entries with that port are
# ignored since policies respect the first matching policy.
display_ports, skip_ports = [], set()
for rule in self._get_rules():
if not rule.is_address_wildcard():
continue
elif rule.is_port_wildcard():
break
for port in xrange(rule.min_port, rule.max_port + 1):
if port in skip_ports:
continue
# if accept + white-list or reject + blacklist then add
if rule.is_accept == is_whitelist:
display_ports.append(port)
# all further entries with this port should be ignored
skip_ports.add(port)
# convert port list to a list of ranges (ie, ['1-3'] rather than [1, 2, 3])
if display_ports:
display_ranges, temp_range = [], []
display_ports.sort()
display_ports.append(None) # ending item to include last range in loop
for port in display_ports:
if not temp_range or temp_range[-1] + 1 == port:
temp_range.append(port)
else:
if len(temp_range) > 1:
display_ranges.append("%i-%i" % (temp_range[0], temp_range[-1]))
else:
display_ranges.append(str(temp_range[0]))
temp_range = [port]
else:
# everything for the inverse
is_whitelist = not is_whitelist
display_ranges = ["1-65535"]
# constructs the summary string
label_prefix = "accept " if is_whitelist else "reject "
return (label_prefix + ", ".join(display_ranges)).strip()
@lru_cache()
def _get_rules(self):
rules = []
is_all_accept, is_all_reject = True, True
if isinstance(self._input_rules, bytes):
decompressed_rules = zlib.decompress(self._input_rules).split(b',')
else:
decompressed_rules = self._input_rules
for rule in decompressed_rules:
if isinstance(rule, bytes):
rule = stem.util.str_tools._to_unicode(rule)
if isinstance(rule, unicode):
rule = ExitPolicyRule(rule.strip())
if rule.is_accept:
is_all_reject = False
else:
is_all_accept = False
rules.append(rule)
if rule.is_address_wildcard() and rule.is_port_wildcard():
break # this is a catch-all, no reason to include more
# If we only have one kind of entry *and* end with a wildcard then
# we might as well use the simpler version. For instance...
#
# reject *:80, reject *:443, reject *:*
#
# ... could also be represented as simply...
#
# reject *:*
#
# This mostly comes up with reject-all policies because the
# 'reject private:*' appends an extra seven rules that have no
# effect.
if rules and (rules[-1].is_address_wildcard() and rules[-1].is_port_wildcard()):
if is_all_accept:
rules = [ExitPolicyRule("accept *:*")]
elif is_all_reject:
rules = [ExitPolicyRule("reject *:*")]
self._input_rules = None
return rules
def __iter__(self):
for rule in self._get_rules():
yield rule
@lru_cache()
def __str__(self):
return ', '.join([str(rule) for rule in self._get_rules()])
def __hash__(self):
# TODO: It would be nice to provide a real hash function, but doing so is
# tricky due to how we lazily load the rules. Like equality checks a proper
# hash function would need to call _get_rules(), but that's behind
# @lru_cache which calls hash() forming a circular dependency.
return id(self)
def __eq__(self, other):
if isinstance(other, ExitPolicy):
return self._get_rules() == list(other)
else:
return False
class MicroExitPolicy(ExitPolicy):
"""
Exit policy provided by the microdescriptors. This is a distilled version of
a normal :class:`~stem.exit_policy.ExitPolicy` contains, just consisting of a
list of ports that are either accepted or rejected. For instance...
::
accept 80,443 # only accepts common http ports
reject 1-1024 # only accepts non-privileged ports
Since these policies are a subset of the exit policy information (lacking IP
ranges) clients can only use them to guess if a relay will accept traffic or
not. To quote the `dir-spec <https://gitweb.torproject.org/torspec.git/blob/HEAD:/dir-spec.txt>`_ (section 3.2.1)...
::
With microdescriptors, clients don't learn exact exit policies:
clients can only guess whether a relay accepts their request, try the
BEGIN request, and might get end-reason-exit-policy if they guessed
wrong, in which case they'll have to try elsewhere.
:var bool is_accept: **True** if these are ports that we accept, **False** if
they're ports that we reject
:param str policy: policy string that describes this policy
"""
def __init__(self, policy):
# Microdescriptor policies are of the form...
#
# MicrodescriptrPolicy ::= ("accept" / "reject") SP PortList NL
# PortList ::= PortOrRange
# PortList ::= PortList "," PortOrRange
# PortOrRange ::= INT "-" INT / INT
self._policy = policy
if policy.startswith("accept"):
self.is_accept = True
elif policy.startswith("reject"):
self.is_accept = False
else:
raise ValueError("A microdescriptor exit policy must start with either 'accept' or 'reject': %s" % policy)
policy = policy[6:]
if not policy.startswith(" ") or (len(policy) - 1 != len(policy.lstrip())):
raise ValueError("A microdescriptor exit policy should have a space separating accept/reject from its port list: %s" % self._policy)
policy = policy[1:]
# convert our port list into MicroExitPolicyRule
rules = []
for port_entry in policy.split(","):
if '-' in port_entry:
min_port, max_port = port_entry.split('-', 1)
else:
min_port = max_port = port_entry
if not stem.util.connection.is_valid_port(min_port) or \
not stem.util.connection.is_valid_port(max_port):
raise ValueError("'%s' is an invalid port range" % port_entry)
rules.append(MicroExitPolicyRule(self.is_accept, int(min_port), int(max_port)))
super(MicroExitPolicy, self).__init__(*rules)
self._is_allowed_default = not self.is_accept
def __str__(self):
return self._policy
def __hash__(self):
return hash(str(self))
def __eq__(self, other):
if isinstance(other, MicroExitPolicy):
return str(self) == str(other)
else:
return False
class ExitPolicyRule(object):
"""
Single rule from the user's exit policy. These rules are chained together to
form complete policies that describe where a relay will and will not allow
traffic to exit.
The format of these rules are formally described in the `dir-spec
<https://gitweb.torproject.org/torspec.git/blob/HEAD:/dir-spec.txt>`_ as an
"exitpattern". Note that while these are similar to tor's man page entry for
ExitPolicies, it's not the exact same. An exitpattern is better defined and
stricter in what it'll accept. For instance, ports are not optional and it
does not contain the 'private' alias.
This should be treated as an immutable object.
:var bool is_accept: indicates if exiting is allowed or disallowed
:var str address: address that this rule is for
:var int min_port: lower end of the port range that we include (inclusive)
:var int max_port: upper end of the port range that we include (inclusive)
:param str rule: exit policy rule to be parsed
:raises: **ValueError** if input isn't a valid tor exit policy rule
"""
def __init__(self, rule):
# policy ::= "accept" exitpattern | "reject" exitpattern
# exitpattern ::= addrspec ":" portspec
if rule.startswith("accept"):
self.is_accept = True
elif rule.startswith("reject"):
self.is_accept = False
else:
raise ValueError("An exit policy must start with either 'accept' or 'reject': %s" % rule)
exitpattern = rule[6:]
if not exitpattern.startswith(" ") or (len(exitpattern) - 1 != len(exitpattern.lstrip())):
raise ValueError("An exit policy should have a space separating its accept/reject from the exit pattern: %s" % rule)
exitpattern = exitpattern[1:]
if not ":" in exitpattern:
raise ValueError("An exitpattern must be of the form 'addrspec:portspec': %s" % rule)
self.address = None
self._address_type = None
self._masked_bits = None
self.min_port = self.max_port = None
self._hash = None
# Our mask in ip notation (ex. "255.255.255.0"). This is only set if we
# either have a custom mask that can't be represented by a number of bits,
# or the user has called mask(), lazily loading this.
self._mask = None
addrspec, portspec = exitpattern.rsplit(":", 1)
self._apply_addrspec(rule, addrspec)
self._apply_portspec(rule, portspec)
# If true then a submask of /0 is treated by is_address_wildcard() as being
# a wildcard.
self._submask_wildcard = True
def is_address_wildcard(self):
"""
**True** if we'll match against any address, **False** otherwise.
Note that if this policy can apply to both IPv4 and IPv6 then this is
different from being for a /0 (since, for instance, 0.0.0.0/0 wouldn't
match against an IPv6 address). That said, /0 addresses are highly unusual
and most things citing exit policies are IPv4 specific anyway, making this
moot.
:returns: **bool** for if our address matching is a wildcard
"""
if self._submask_wildcard and self.get_masked_bits() == 0:
return True
return self._address_type == _address_type_to_int(AddressType.WILDCARD)
def is_port_wildcard(self):
"""
**True** if we'll match against any port, **False** otherwise.
:returns: **bool** for if our port matching is a wildcard
"""
return self.min_port in (0, 1) and self.max_port == 65535
def is_match(self, address = None, port = None, strict = False):
"""
**True** if we match against the given destination, **False** otherwise. If
the address or port is omitted then this will check if we're allowed to
exit to any instances of the defined address or port.
:param str address: IPv4 or IPv6 address (with or without brackets)
:param int port: port number
:param bool strict: if the address or port is excluded then check if we can
exit to **all** instances of the defined address or port
:returns: **bool** indicating if we match against this destination
:raises: **ValueError** if provided with a malformed address or port
"""
# validate our input and check if the argument doesn't match our address type
if address is not None:
address_type = self.get_address_type()
if stem.util.connection.is_valid_ipv4_address(address):
if address_type == AddressType.IPv6:
return False
elif stem.util.connection.is_valid_ipv6_address(address, allow_brackets = True):
if address_type == AddressType.IPv4:
return False
address = address.lstrip("[").rstrip("]")
else:
raise ValueError("'%s' isn't a valid IPv4 or IPv6 address" % address)
if port is not None and not stem.util.connection.is_valid_port(port):
raise ValueError("'%s' isn't a valid port" % port)
if not self.is_address_wildcard():
# Already got the integer representation of our mask and our address
# with the mask applied. Just need to check if this address with the
# mask applied matches.
if address is None:
if strict:
return False
else:
comparison_addr_bin = int(stem.util.connection._get_address_binary(address), 2)
comparison_addr_bin &= self._get_mask_bin()
if self._get_address_bin() != comparison_addr_bin:
return False
if not self.is_port_wildcard():
if port is None:
if strict:
return False
elif port < self.min_port or port > self.max_port:
return False
return True
def get_address_type(self):
"""
Provides the :data:`~stem.exit_policy.AddressType` for our policy.
:returns: :data:`~stem.exit_policy.AddressType` for the type of address that we have
"""
return _int_to_address_type(self._address_type)
def get_mask(self, cache = True):
"""
Provides the address represented by our mask. This is **None** if our
address type is a wildcard.
:param bool cache: caches the result if **True**
:returns: str of our subnet mask for the address (ex. "255.255.255.0")
"""
# Lazy loading our mask because it very infrequently requested. There's
# no reason to usually usse memory for it.
if not self._mask:
address_type = self.get_address_type()
if address_type == AddressType.WILDCARD:
mask = None
elif address_type == AddressType.IPv4:
mask = stem.util.connection.get_mask_ipv4(self._masked_bits)
elif address_type == AddressType.IPv6:
mask = stem.util.connection.get_mask_ipv6(self._masked_bits)
if not cache:
return mask
self._mask = mask
return self._mask
def get_masked_bits(self):
"""
Provides the number of bits our subnet mask represents. This is **None** if
our mask can't have a bit representation.
:returns: int with the bit representation of our mask
"""
return self._masked_bits
@lru_cache()
def __str__(self):
"""
Provides the string representation of our policy. This does not
necessarily match the rule that we were constructed from (due to things
like IPv6 address collapsing or the multiple representations that our mask
can have). However, it is a valid that would be accepted by our constructor
to re-create this rule.
"""
label = "accept " if self.is_accept else "reject "
if self.is_address_wildcard():
label += "*:"
else:
address_type = self.get_address_type()
if address_type == AddressType.IPv4:
label += self.address
else:
label += "[%s]" % self.address
# Including our mask label as follows...
# - exclude our mask if it doesn't do anything
# - use our masked bit count if we can
# - use the mask itself otherwise
if (address_type == AddressType.IPv4 and self._masked_bits == 32) or \
(address_type == AddressType.IPv6 and self._masked_bits == 128):
label += ":"
elif self._masked_bits is not None:
label += "/%i:" % self._masked_bits
else:
label += "/%s:" % self.get_mask()
if self.is_port_wildcard():
label += "*"
elif self.min_port == self.max_port:
label += str(self.min_port)
else:
label += "%i-%i" % (self.min_port, self.max_port)
return label
def __hash__(self):
if self._hash is None:
my_hash = 0
for attr in ("is_accept", "address", "min_port", "max_port"):
my_hash *= 1024
attr_value = getattr(self, attr)
if attr_value is not None:
my_hash += hash(attr_value)
my_hash *= 1024
my_hash += hash(self.get_mask(False))
self._hash = my_hash
return self._hash
@lru_cache()
def _get_mask_bin(self):
# provides an integer representation of our mask
return int(stem.util.connection._get_address_binary(self.get_mask(False)), 2)
@lru_cache()
def _get_address_bin(self):
# provides an integer representation of our address
return int(stem.util.connection._get_address_binary(self.address), 2) & self._get_mask_bin()
def _apply_addrspec(self, rule, addrspec):
# Parses the addrspec...
# addrspec ::= "*" | ip4spec | ip6spec
if "/" in addrspec:
self.address, addr_extra = addrspec.split("/", 1)
else:
self.address, addr_extra = addrspec, None
if addrspec == "*":
self._address_type = _address_type_to_int(AddressType.WILDCARD)
self.address = self._masked_bits = None
elif stem.util.connection.is_valid_ipv4_address(self.address):
# ipv4spec ::= ip4 | ip4 "/" num_ip4_bits | ip4 "/" ip4mask
# ip4 ::= an IPv4 address in dotted-quad format
# ip4mask ::= an IPv4 mask in dotted-quad format
# num_ip4_bits ::= an integer between 0 and 32
self._address_type = _address_type_to_int(AddressType.IPv4)
if addr_extra is None:
self._masked_bits = 32
elif stem.util.connection.is_valid_ipv4_address(addr_extra):
# provided with an ip4mask
try:
self._masked_bits = stem.util.connection._get_masked_bits(addr_extra)
except ValueError:
# mask can't be represented as a number of bits (ex. "255.255.0.255")
self._mask = addr_extra
self._masked_bits = None
elif addr_extra.isdigit():
# provided with a num_ip4_bits
self._masked_bits = int(addr_extra)
if self._masked_bits < 0 or self._masked_bits > 32:
raise ValueError("IPv4 masks must be in the range of 0-32 bits")
else:
raise ValueError("The '%s' isn't a mask nor number of bits: %s" % (addr_extra, rule))
elif self.address.startswith("[") and self.address.endswith("]") and \
stem.util.connection.is_valid_ipv6_address(self.address[1:-1]):
# ip6spec ::= ip6 | ip6 "/" num_ip6_bits
# ip6 ::= an IPv6 address, surrounded by square brackets.
# num_ip6_bits ::= an integer between 0 and 128
self.address = stem.util.connection.expand_ipv6_address(self.address[1:-1].upper())
self._address_type = _address_type_to_int(AddressType.IPv6)
if addr_extra is None:
self._masked_bits = 128
elif addr_extra.isdigit():
# provided with a num_ip6_bits
self._masked_bits = int(addr_extra)
if self._masked_bits < 0 or self._masked_bits > 128:
raise ValueError("IPv6 masks must be in the range of 0-128 bits")
else:
raise ValueError("The '%s' isn't a number of bits: %s" % (addr_extra, rule))
else:
raise ValueError("Address isn't a wildcard, IPv4, or IPv6 address: %s" % rule)
def _apply_portspec(self, rule, portspec):
# Parses the portspec...
# portspec ::= "*" | port | port "-" port
# port ::= an integer between 1 and 65535, inclusive.
#
# Due to a tor bug the spec says that we should accept port of zero, but
# connections to port zero are never permitted.
if portspec == "*":
self.min_port, self.max_port = 1, 65535
elif portspec.isdigit():
# provided with a single port
if stem.util.connection.is_valid_port(portspec, allow_zero = True):
self.min_port = self.max_port = int(portspec)
else:
raise ValueError("'%s' isn't within a valid port range: %s" % (portspec, rule))
elif "-" in portspec:
# provided with a port range
port_comp = portspec.split("-", 1)
if stem.util.connection.is_valid_port(port_comp, allow_zero = True):
self.min_port = int(port_comp[0])
self.max_port = int(port_comp[1])
if self.min_port > self.max_port:
raise ValueError("Port range has a lower bound that's greater than its upper bound: %s" % rule)
else:
raise ValueError("Malformed port range: %s" % rule)
else:
raise ValueError("Port value isn't a wildcard, integer, or range: %s" % rule)
def __eq__(self, other):
if isinstance(other, ExitPolicyRule):
# Our string representation encompasses our effective policy. Technically
# this isn't quite right since our rule attribute may differ (ie, "accept
# 0.0.0.0/0" == "accept 0.0.0.0/0.0.0.0" will be True), but these
# policies are effectively equivalent.
return hash(self) == hash(other)
else:
return False
def _address_type_to_int(address_type):
return AddressType.index_of(address_type)
def _int_to_address_type(address_type_int):
return AddressType[AddressType.keys()[address_type_int]]
class MicroExitPolicyRule(ExitPolicyRule):
"""
Lighter weight ExitPolicyRule derivative for microdescriptors.
"""
def __init__(self, is_accept, min_port, max_port):
self.is_accept = is_accept
self.address = None # wildcard address
self.min_port = min_port
self.max_port = max_port
self._hash = None
def is_address_wildcard(self):
return True
def get_address_type(self):
return AddressType.WILDCARD
def get_mask(self, cache = True):
return None
def get_masked_bits(self):
return None
def __hash__(self):
if self._hash is None:
my_hash = 0
for attr in ("is_accept", "min_port", "max_port"):
my_hash *= 1024
attr_value = getattr(self, attr)
if attr_value is not None:
my_hash += hash(attr_value)
self._hash = my_hash
return self._hash