eulaurarien/database.py

#!/usr/bin/env python3

"""
Utility functions to interact with the database.
"""

import typing
import time
import logging
import coloredlogs
import pickle
import numpy
import math

TLD_LIST: typing.Set[str] = set()

coloredlogs.install(
    level='DEBUG',
    fmt='%(asctime)s %(name)s %(levelname)s %(message)s'
)

Asn = int
Timestamp = int
Level = int


class Path():
    # FP add boolean here
    pass


class RulePath(Path):
    def __str__(self) -> str:
        return '(rule)'


class RuleFirstPath(RulePath):
    def __str__(self) -> str:
        return '(first-party rule)'


class RuleMultiPath(RulePath):
    def __str__(self) -> str:
        return '(multi-party rule)'


class DomainPath(Path):
    def __init__(self, parts: typing.List[str]):
        self.parts = parts

    def __str__(self) -> str:
        return '?.' + Database.unpack_domain(self)


class HostnamePath(DomainPath):
    def __str__(self) -> str:
        return Database.unpack_domain(self)


class ZonePath(DomainPath):
    def __str__(self) -> str:
        return '*.' + Database.unpack_domain(self)


class AsnPath(Path):
    def __init__(self, asn: Asn):
        self.asn = asn

    def __str__(self) -> str:
        return Database.unpack_asn(self)


class Ip4Path(Path):
    def __init__(self, value: int, prefixlen: int):
        self.value = value
        self.prefixlen = prefixlen

    def __str__(self) -> str:
        return Database.unpack_ip4network(self)


class Match():
    def __init__(self) -> None:
        self.source: typing.Optional[Path] = None
        self.updated: int = 0
        self.dupplicate: bool = False

        # Cache
        self.level: int = 0
        self.first_party: bool = False
        self.references: int = 0

    def active(self, first_party: bool = None) -> bool:
        if self.updated == 0 or (first_party and not self.first_party):
            return False
        return True


class AsnNode(Match):
    def __init__(self) -> None:
        Match.__init__(self)
        self.name = ''


class DomainTreeNode():
    def __init__(self) -> None:
        self.children: typing.Dict[str, DomainTreeNode] = dict()
        self.match_zone = Match()
        self.match_hostname = Match()


class IpTreeNode(Match):
    def __init__(self) -> None:
        Match.__init__(self)
        self.zero: typing.Optional[IpTreeNode] = None
        self.one: typing.Optional[IpTreeNode] = None


Node = typing.Union[DomainTreeNode, IpTreeNode, AsnNode]
MatchCallable = typing.Callable[[Path,
                                 Match],
                                typing.Any]


class Profiler():
    def __init__(self) -> None:
        self.log = logging.getLogger('profiler')
        self.time_last = time.perf_counter()
        self.time_step = 'init'
        self.time_dict: typing.Dict[str, float] = dict()
        self.step_dict: typing.Dict[str, int] = dict()

    def enter_step(self, name: str) -> None:
        now = time.perf_counter()
        try:
            self.time_dict[self.time_step] += now - self.time_last
            self.step_dict[self.time_step] += int(name != self.time_step)
        except KeyError:
            self.time_dict[self.time_step] = now - self.time_last
            self.step_dict[self.time_step] = 1
        self.time_step = name
        self.time_last = time.perf_counter()

    def profile(self) -> None:
        self.enter_step('profile')
        total = sum(self.time_dict.values())
        for key, secs in sorted(self.time_dict.items(), key=lambda t: t[1]):
            times = self.step_dict[key]
            self.log.debug(f"{key:<20}: {times:9d} × {secs/times:5.3e} "
                           f"= {secs:9.2f} s ({secs/total:7.2%}) ")
        self.log.debug(f"{'total':<20}:                         "
                       f"{total:9.2f} s ({1:7.2%})")


class Database(Profiler):
    VERSION = 18
    PATH = "blocking.p"

    def initialize(self) -> None:
        self.log.warning(
            "Creating database version: %d ",
            Database.VERSION)
        # Dummy match objects that everything refer to
        self.rules: typing.List[Match] = list()
        for first_party in (False, True):
            m = Match()
            m.updated = 1
            m.level = 0
            m.first_party = first_party
            self.rules.append(m)
        self.domtree = DomainTreeNode()
        self.asns: typing.Dict[Asn, AsnNode] = dict()
        self.ip4tree = IpTreeNode()

    def load(self) -> None:
        self.enter_step('load')
        try:
            with open(self.PATH, 'rb') as db_fdsec:
                version, data = pickle.load(db_fdsec)
                if version == Database.VERSION:
                    self.rules, self.domtree, self.asns, self.ip4tree = data
                    return
                self.log.warning(
                    "Outdated database version found: %d, "
                    "it will be rebuilt.",
                    version)
        except (TypeError, AttributeError, EOFError):
            self.log.error(
                "Corrupt (or heavily outdated) database found, "
                "it will be rebuilt.")
        except FileNotFoundError:
            pass
        self.initialize()

    def save(self) -> None:
        self.enter_step('save')
        with open(self.PATH, 'wb') as db_fdsec:
            data = self.rules, self.domtree, self.asns, self.ip4tree
            pickle.dump((self.VERSION, data), db_fdsec)
        self.profile()

    def __init__(self) -> None:
        Profiler.__init__(self)
        self.log = logging.getLogger('db')
        self.load()
        self.ip4cache_shift: int = 32
        self.ip4cache = numpy.ones(1)

    def _set_ip4cache(self, path: Path, _: Match) -> None:
        assert isinstance(path, Ip4Path)
        self.enter_step('set_ip4cache')
        mini = path.value >> self.ip4cache_shift
        maxi = (path.value + 2**(32-path.prefixlen)) >> self.ip4cache_shift
        if mini == maxi:
            self.ip4cache[mini] = True
        else:
            self.ip4cache[mini:maxi] = True

    def fill_ip4cache(self, max_size: int = 512*1024**2) -> None:
        """
        Size in bytes
        """
        if max_size > 2**32/8:
            self.log.warning("Allocating more than 512 MiB of RAM for "
                             "the Ip4 cache is not necessary.")
        max_cache_width = int(math.log2(max(1, max_size*8)))
        cache_width = min(2**32, max_cache_width)
        self.ip4cache_shift = 32-cache_width
        cache_size = 2**cache_width
        self.ip4cache = numpy.zeros(cache_size, dtype=numpy.bool)
        for _ in self.exec_each_ip4(self._set_ip4cache):
            pass

    @staticmethod
    def populate_tld_list() -> None:
        with open('temp/all_tld.list', 'r') as tld_fdesc:
            for tld in tld_fdesc:
                tld = tld.strip()
                TLD_LIST.add(tld)

    @staticmethod
    def validate_domain(path: str) -> bool:
        if len(path) > 255:
            return False
        splits = path.split('.')
        if not TLD_LIST:
            Database.populate_tld_list()
        if splits[-1] not in TLD_LIST:
            return False
        for split in splits:
            if not 1 <= len(split) <= 63:
                return False
        return True

    @staticmethod
    def pack_domain(domain: str) -> DomainPath:
        return DomainPath(domain.split('.')[::-1])

    @staticmethod
    def unpack_domain(domain: DomainPath) -> str:
        return '.'.join(domain.parts[::-1])

    @staticmethod
    def pack_asn(asn: str) -> AsnPath:
        asn = asn.upper()
        if asn.startswith('AS'):
            asn = asn[2:]
        return AsnPath(int(asn))

    @staticmethod
    def unpack_asn(asn: AsnPath) -> str:
        return f'AS{asn.asn}'

    @staticmethod
    def validate_ip4address(path: str) -> bool:
        splits = path.split('.')
        if len(splits) != 4:
            return False
        for split in splits:
            try:
                if not 0 <= int(split) <= 255:
                    return False
            except ValueError:
                return False
        return True

    @staticmethod
    def pack_ip4address(address: str) -> Ip4Path:
        addr = 0
        for split in address.split('.'):
            addr = (addr << 8) + int(split)
        return Ip4Path(addr, 32)

    @staticmethod
    def unpack_ip4address(address: Ip4Path) -> str:
        addr = address.value
        assert address.prefixlen == 32
        octets: typing.List[int] = list()
        octets = [0] * 4
        for o in reversed(range(4)):
            octets[o] = addr & 0xFF
            addr >>= 8
        return '.'.join(map(str, octets))

    @staticmethod
    def validate_ip4network(path: str) -> bool:
        # A bit generous but ok for our usage
        splits = path.split('/')
        if len(splits) != 2:
            return False
        if not Database.validate_ip4address(splits[0]):
            return False
        try:
            if not 0 <= int(splits[1]) <= 32:
                return False
        except ValueError:
            return False
        return True

    @staticmethod
    def pack_ip4network(network: str) -> Ip4Path:
        address, prefixlen_str = network.split('/')
        prefixlen = int(prefixlen_str)
        addr = Database.pack_ip4address(address)
        addr.prefixlen = prefixlen
        return addr

    @staticmethod
    def unpack_ip4network(network: Ip4Path) -> str:
        addr = network.value
        octets: typing.List[int] = list()
        octets = [0] * 4
        for o in reversed(range(4)):
            octets[o] = addr & 0xFF
            addr >>= 8
        return '.'.join(map(str, octets)) + '/' + str(network.prefixlen)

    def get_match(self, path: Path) -> Match:
        if isinstance(path, RuleMultiPath):
            return self.rules[0]
        elif isinstance(path, RuleFirstPath):
            return self.rules[1]
        elif isinstance(path, AsnPath):
            return self.asns[path.asn]
        elif isinstance(path, DomainPath):
            dicd = self.domtree
            for part in path.parts:
                dicd = dicd.children[part]
            if isinstance(path, HostnamePath):
                return dicd.match_hostname
            elif isinstance(path, ZonePath):
                return dicd.match_zone
            else:
                raise ValueError
        elif isinstance(path, Ip4Path):
            dici = self.ip4tree
            for i in range(31, 31-path.prefixlen, -1):
                bit = (path.value >> i) & 0b1
                dici_next = dici.one if bit else dici.zero
                if not dici_next:
                    raise IndexError
                dici = dici_next
            return dici
        else:
            raise ValueError

    def exec_each_asn(self,
                      callback: MatchCallable,
                      ) -> typing.Any:
        for asn in self.asns:
            match = self.asns[asn]
            if match.active():
                c = callback(
                    AsnPath(asn),
                    match,
                )
                try:
                    yield from c
                except TypeError:  # not iterable
                    pass

    def exec_each_domain(self,
                         callback: MatchCallable,
                         _dic: DomainTreeNode = None,
                         _par: DomainPath = None,
                         ) -> typing.Any:
        _dic = _dic or self.domtree
        _par = _par or DomainPath([])
        if _dic.match_hostname.active():
            c = callback(
                HostnamePath(_par.parts),
                _dic.match_hostname,
            )
            try:
                yield from c
            except TypeError:  # not iterable
                pass
        if _dic.match_zone.active():
            c = callback(
                ZonePath(_par.parts),
                _dic.match_zone,
            )
            try:
                yield from c
            except TypeError:  # not iterable
                pass
        for part in _dic.children:
            dic = _dic.children[part]
            yield from self.exec_each_domain(
                callback,
                _dic=dic,
                _par=DomainPath(_par.parts + [part])
            )

    def exec_each_ip4(self,
                      callback: MatchCallable,
                      _dic: IpTreeNode = None,
                      _par: Ip4Path = None,
                      ) -> typing.Any:
        _dic = _dic or self.ip4tree
        _par = _par or Ip4Path(0, 0)
        if _dic.active():
            c = callback(
                _par,
                _dic,
            )
            try:
                yield from c
            except TypeError:  # not iterable
                pass

        # 0
        pref = _par.prefixlen + 1
        dic = _dic.zero
        if dic:
            # addr0 = _par.value & (0xFFFFFFFF ^ (1 << (32-pref)))
            # assert addr0 == _par.value
            addr0 = _par.value
            yield from self.exec_each_ip4(
                callback,
                _dic=dic,
                _par=Ip4Path(addr0, pref)
            )
        # 1
        dic = _dic.one
        if dic:
            addr1 = _par.value | (1 << (32-pref))
            # assert addr1 != _par.value
            yield from self.exec_each_ip4(
                callback,
                _dic=dic,
                _par=Ip4Path(addr1, pref)
            )

    def exec_each(self,
                  callback: MatchCallable,
                  ) -> typing.Any:
        yield from self.exec_each_domain(callback)
        yield from self.exec_each_ip4(callback)
        yield from self.exec_each_asn(callback)

    def update_references(self) -> None:
        # Should be correctly calculated normally,
        # keeping this just in case
        def reset_references_cb(path: Path,
                                match: Match
                                ) -> None:
            match.references = 0
        for _ in self.exec_each(reset_references_cb):
            pass

        def increment_references_cb(path: Path,
                                    match: Match
                                    ) -> None:
            if match.source:
                source = self.get_match(match.source)
                source.references += 1
        for _ in self.exec_each(increment_references_cb):
            pass

    def prune(self, before: int, base_only: bool = False) -> None:
        raise NotImplementedError

    def explain(self, path: Path) -> str:
        match = self.get_match(path)
        if isinstance(match, AsnNode):
            string = f'{path} ({match.name}) #{match.references}'
        else:
            string = f'{path} #{match.references}'
        if match.source:
            string += f' ← {self.explain(match.source)}'
        return string

    def list_records(self,
                     first_party_only: bool = False,
                     end_chain_only: bool = False,
                     no_dupplicates: bool = False,
                     rules_only: bool = False,
                     hostnames_only: bool = False,
                     explain: bool = False,
                     ) -> typing.Iterable[str]:

        def export_cb(path: Path, match: Match
                      ) -> typing.Iterable[str]:
            if first_party_only and not match.first_party:
                return
            if end_chain_only and match.references > 0:
                return
            if no_dupplicates and match.dupplicate:
                return
            if rules_only and match.level > 1:
                return
            if hostnames_only and not isinstance(path, HostnamePath):
                return

            if explain:
                yield self.explain(path)
            else:
                yield str(path)

        yield from self.exec_each(export_cb)

    def count_records(self,
                      first_party_only: bool = False,
                      end_chain_only: bool = False,
                      no_dupplicates: bool = False,
                      rules_only: bool = False,
                      hostnames_only: bool = False,
                      ) -> str:
        memo: typing.Dict[str, int] = dict()

        def count_records_cb(path: Path, match: Match) -> None:
            if first_party_only and not match.first_party:
                return
            if end_chain_only and match.references > 0:
                return
            if no_dupplicates and match.dupplicate:
                return
            if rules_only and match.level > 1:
                return
            if hostnames_only and not isinstance(path, HostnamePath):
                return

            try:
                memo[path.__class__.__name__] += 1
            except KeyError:
                memo[path.__class__.__name__] = 1

        for _ in self.exec_each(count_records_cb):
            pass

        split: typing.List[str] = list()
        for key, value in sorted(memo.items(), key=lambda s: s[0]):
            split.append(f'{key[:-4].lower()}s: {value}')
        return ', '.join(split)

    def get_domain(self, domain_str: str) -> typing.Iterable[DomainPath]:
        self.enter_step('get_domain_pack')
        domain = self.pack_domain(domain_str)
        self.enter_step('get_domain_brws')
        dic = self.domtree
        depth = 0
        for part in domain.parts:
            if dic.match_zone.active():
                self.enter_step('get_domain_yield')
                yield ZonePath(domain.parts[:depth])
            self.enter_step('get_domain_brws')
            if part not in dic.children:
                return
            dic = dic.children[part]
            depth += 1
        if dic.match_zone.active():
            self.enter_step('get_domain_yield')
            yield ZonePath(domain.parts)
        if dic.match_hostname.active():
            self.enter_step('get_domain_yield')
            yield HostnamePath(domain.parts)

    def get_ip4(self, ip4_str: str) -> typing.Iterable[Path]:
        self.enter_step('get_ip4_pack')
        ip4 = self.pack_ip4address(ip4_str)
        self.enter_step('get_ip4_cache')
        if not self.ip4cache[ip4.value >> self.ip4cache_shift]:
            return
        self.enter_step('get_ip4_brws')
        dic = self.ip4tree
        for i in range(31, 31-ip4.prefixlen, -1):
            bit = (ip4.value >> i) & 0b1
            if dic.active():
                self.enter_step('get_ip4_yield')
                yield Ip4Path(ip4.value >> (i+1) << (i+1), 31-i)
                self.enter_step('get_ip4_brws')
            next_dic = dic.one if bit else dic.zero
            if next_dic is None:
                return
            dic = next_dic
        if dic.active():
            self.enter_step('get_ip4_yield')
            yield ip4

    def _set_match(self,
                   match: Match,
                   updated: int,
                   source: Path,
                   source_match: Match = None,
                   dupplicate: bool = False,
                   ) -> None:
        # source_match is in parameters because most of the time
        # its parent function needs it too,
        # so it can pass it to save a traversal
        source_match = source_match or self.get_match(source)
        new_level = source_match.level + 1
        if updated > match.updated or new_level < match.level \
                or source_match.first_party > match.first_party:
            # NOTE FP and level of matches referencing this one
            # won't be updated until run or prune
            if match.source:
                old_source = self.get_match(match.source)
                old_source.references -= 1
            match.updated = updated
            match.level = new_level
            match.first_party = source_match.first_party
            match.source = source
            source_match.references += 1
            match.dupplicate = dupplicate

    def _set_domain(self,
                    hostname: bool,
                    domain_str: str,
                    updated: int,
                    source: Path) -> None:
        self.enter_step('set_domain_val')
        if not Database.validate_domain(domain_str):
            raise ValueError(f"Invalid domain: {domain_str}")
        self.enter_step('set_domain_pack')
        domain = self.pack_domain(domain_str)
        self.enter_step('set_domain_fp')
        source_match = self.get_match(source)
        is_first_party = source_match.first_party
        self.enter_step('set_domain_brws')
        dic = self.domtree
        dupplicate = False
        for part in domain.parts:
            if part not in dic.children:
                dic.children[part] = DomainTreeNode()
            dic = dic.children[part]
            if dic.match_zone.active(is_first_party):
                dupplicate = True
        if hostname:
            match = dic.match_hostname
        else:
            match = dic.match_zone
        self._set_match(
            match,
            updated,
            source,
            source_match=source_match,
            dupplicate=dupplicate,
        )

    def set_hostname(self,
                     *args: typing.Any, **kwargs: typing.Any
                     ) -> None:
        self._set_domain(True, *args, **kwargs)

    def set_zone(self,
                 *args: typing.Any, **kwargs: typing.Any
                 ) -> None:
        self._set_domain(False, *args, **kwargs)

    def set_asn(self,
                asn_str: str,
                updated: int,
                source: Path) -> None:
        self.enter_step('set_asn')
        path = self.pack_asn(asn_str)
        if path.asn in self.asns:
            match = self.asns[path.asn]
        else:
            match = AsnNode()
            self.asns[path.asn] = match
        self._set_match(
            match,
            updated,
            source,
        )

    def _set_ip4(self,
                 ip4: Ip4Path,
                 updated: int,
                 source: Path) -> None:
        self.enter_step('set_ip4_fp')
        source_match = self.get_match(source)
        is_first_party = source_match.first_party
        self.enter_step('set_ip4_brws')
        dic = self.ip4tree
        dupplicate = False
        for i in range(31, 31-ip4.prefixlen, -1):
            bit = (ip4.value >> i) & 0b1
            next_dic = dic.one if bit else dic.zero
            if next_dic is None:
                next_dic = IpTreeNode()
                if bit:
                    dic.one = next_dic
                else:
                    dic.zero = next_dic
            dic = next_dic
            if dic.active(is_first_party):
                dupplicate = True
        self._set_match(
            dic,
            updated,
            source,
            source_match=source_match,
            dupplicate=dupplicate,
        )
        self._set_ip4cache(ip4, dic)

    def set_ip4address(self,
                       ip4address_str: str,
                       *args: typing.Any, **kwargs: typing.Any
                       ) -> None:
        self.enter_step('set_ip4add_val')
        if not Database.validate_ip4address(ip4address_str):
            raise ValueError(f"Invalid ip4address: {ip4address_str}")
        self.enter_step('set_ip4add_pack')
        ip4 = self.pack_ip4address(ip4address_str)
        self._set_ip4(ip4, *args, **kwargs)

    def set_ip4network(self,
                       ip4network_str: str,
                       *args: typing.Any, **kwargs: typing.Any
                       ) -> None:
        self.enter_step('set_ip4net_val')
        if not Database.validate_ip4network(ip4network_str):
            raise ValueError(f"Invalid ip4network: {ip4network_str}")
        self.enter_step('set_ip4net_pack')
        ip4 = self.pack_ip4network(ip4network_str)
        self._set_ip4(ip4, *args, **kwargs)