ArchiveBox/archivebox/abid_utils/models.py

306 lines
11 KiB
Python
Raw Normal View History

from typing import Any, Dict, Union, List, Set, NamedTuple, cast
from ulid import ULID
from uuid import uuid4, UUID
from typeid import TypeID # type: ignore[import-untyped]
from datetime import datetime
from functools import partial
from charidfield import CharIDField # type: ignore[import-untyped]
from django.conf import settings
from django.db import models
from django.db.utils import OperationalError
from django.contrib.auth import get_user_model
from django_stubs_ext.db.models import TypedModelMeta
from .abid import (
ABID,
ABID_LEN,
ABID_RAND_LEN,
ABID_SUFFIX_LEN,
DEFAULT_ABID_PREFIX,
abid_part_from_prefix,
abid_from_values
)
####################################################
# Database Field for typeid/ulid style IDs with a prefix, e.g. snp_01BJQMF54D093DXEAWZ6JYRPAQ
ABIDField = partial(
CharIDField,
max_length=ABID_LEN,
help_text="ABID-format identifier for this entity (e.g. snp_01BJQMF54D093DXEAWZ6JYRPAQ)",
default=None,
null=True,
blank=True,
db_index=True,
unique=True,
)
def get_or_create_system_user_pk(username='system'):
"""Get or create a system user with is_superuser=True to be the default owner for new DB rows"""
User = get_user_model()
# if only one user exists total, return that user
if User.objects.filter(is_superuser=True).count() == 1:
return User.objects.filter(is_superuser=True).values_list('pk', flat=True)[0]
# otherwise, create a dedicated "system" user
user, created = User.objects.get_or_create(username=username, is_staff=True, is_superuser=True, defaults={'email': '', 'password': ''})
return user.pk
class ABIDModel(models.Model):
abid_prefix: str = DEFAULT_ABID_PREFIX # e.g. 'tag_'
abid_ts_src = 'None' # e.g. 'self.created'
abid_uri_src = 'None' # e.g. 'self.uri'
abid_subtype_src = 'None' # e.g. 'self.extractor'
abid_rand_src = 'None' # e.g. 'self.uuid' or 'self.id'
id = models.UUIDField(primary_key=True, default=uuid4, editable=True)
uuid = models.UUIDField(blank=True, null=True, editable=True, unique=True)
abid = ABIDField(prefix=abid_prefix)
created_by = models.ForeignKey(settings.AUTH_USER_MODEL, on_delete=models.CASCADE, default=get_or_create_system_user_pk)
created = models.DateTimeField(auto_now_add=True)
modified = models.DateTimeField(auto_now=True)
class Meta(TypedModelMeta):
abstract = True
def save(self, *args: Any, **kwargs: Any) -> None:
if hasattr(self, 'abid'):
# self.abid = ABID.parse(self.abid) if self.abid else self.calculate_abid()
self.abid = self.calculate_abid()
else:
print(f'[!] WARNING: {self.__class__.__name__}.abid is not a DB field so ABID will not be persisted!')
self.abid = self.calculate_abid()
super().save(*args, **kwargs)
@property
def abid_values(self) -> Dict[str, Any]:
return {
'prefix': self.abid_prefix,
'ts': eval(self.abid_ts_src),
'uri': eval(self.abid_uri_src),
'subtype': eval(self.abid_subtype_src),
'rand': eval(self.abid_rand_src),
}
def get_abid(self) -> ABID:
"""
Return a freshly derived ABID (assembled from attrs defined in ABIDModel.abid_*_src).
"""
prefix, ts, uri, subtype, rand = self.abid_values.values()
if (not prefix) or prefix == DEFAULT_ABID_PREFIX:
suggested_abid = self.__class__.__name__[:3].lower()
raise Exception(f'{self.__class__.__name__}.abid_prefix must be defined to calculate ABIDs (suggested: {suggested_abid})')
if not ts:
ts = datetime.utcfromtimestamp(0)
print(f'[!] WARNING: Generating ABID with ts=0000000000 placeholder because {self.__class__.__name__}.abid_ts_src={self.abid_ts_src} is unset!', ts.isoformat())
if not uri:
uri = str(self)
print(f'[!] WARNING: Generating ABID with uri=str(self) placeholder because {self.__class__.__name__}.abid_uri_src={self.abid_uri_src} is unset!', uri)
if not subtype:
subtype = self.__class__.__name__
print(f'[!] WARNING: Generating ABID with subtype={subtype} placeholder because {self.__class__.__name__}.abid_subtype_src={self.abid_subtype_src} is unset!', subtype)
if not rand:
rand = getattr(self, 'uuid', None) or getattr(self, 'id', None) or getattr(self, 'pk')
print(f'[!] WARNING: Generating ABID with rand=self.id placeholder because {self.__class__.__name__}.abid_rand_src={self.abid_rand_src} is unset!', rand)
abid = abid_from_values(
prefix=prefix,
ts=ts,
uri=uri,
subtype=subtype,
rand=rand,
)
assert abid.ulid and abid.uuid and abid.typeid, f'Failed to calculate {prefix}_ABID for {self.__class__.__name__}'
return abid
@property
def ABID(self) -> ABID:
"""
ULIDParts(timestamp='01HX9FPYTR', url='E4A5CCD9', subtype='00', randomness='ZYEBQE')
"""
return ABID.parse(self.abid) if getattr(self, 'abid', None) else self.calculate_abid()
@property
def ULID(self) -> ULID:
"""
Get a ulid.ULID representation of the object's ABID.
"""
return self.ABID.ulid
@property
def UUID(self) -> UUID:
"""
Get a uuid.UUID (v4) representation of the object's ABID.
"""
return self.ABID.uuid
@property
def TypeID(self) -> TypeID:
"""
Get a typeid.TypeID (stripe-style) representation of the object's ABID.
"""
return self.ABID.typeid
####################################################
# Django helpers
def find_all_abid_prefixes() -> Dict[str, type[models.Model]]:
"""
Return the mapping of all ABID prefixes to their models.
e.g. {'tag_': core.models.Tag, 'snp_': core.models.Snapshot, ...}
"""
import django.apps
prefix_map = {}
for model in django.apps.apps.get_models():
abid_prefix = getattr(model, 'abid_prefix', None)
if abid_prefix:
prefix_map[abid_prefix] = model
return prefix_map
def find_prefix_for_abid(abid: ABID) -> str:
"""
Find the correct prefix for a given ABID that may have be missing a prefix (slow).
e.g. ABID('obj_01BJQMF54D093DXEAWZ6JYRPAQ') -> 'snp_'
"""
# if existing abid prefix is correct, lookup is easy
model = find_model_from_abid(abid)
if model:
assert issubclass(model, ABIDModel)
return model.abid_prefix
# prefix might be obj_ or missing, fuzzy-search to find any object that matches
return find_obj_from_abid_rand(abid)[0].abid_prefix
def find_model_from_abid_prefix(prefix: str) -> type[ABIDModel] | None:
"""
Return the Django Model that corresponds to a given ABID prefix.
e.g. 'tag_' -> core.models.Tag
"""
prefix = abid_part_from_prefix(prefix)
import django.apps
for model in django.apps.apps.get_models():
if not issubclass(model, ABIDModel): continue # skip non-ABID-enabled models
if not hasattr(model, 'objects'): continue # skip abstract models
if (model.abid_prefix == prefix):
return model
return None
def find_model_from_abid(abid: ABID) -> type[models.Model] | None:
"""
Shortcut for find_model_from_abid_prefix(abid.prefix)
"""
return find_model_from_abid_prefix(abid.prefix)
def find_obj_from_abid_rand(rand: Union[ABID, str], model=None) -> List[ABIDModel]:
"""
Find an object corresponding to an ABID by exhaustively searching using its random suffix (slow).
e.g. 'obj_....................JYRPAQ' -> Snapshot('snp_01BJQMF54D093DXEAWZ6JYRPAQ')
"""
# convert str to ABID if necessary
if isinstance(rand, ABID):
abid: ABID = rand
else:
rand = str(rand)
if len(rand) < ABID_SUFFIX_LEN:
padding_needed = ABID_SUFFIX_LEN - len(rand)
rand = ('0'*padding_needed) + rand
abid = ABID.parse(rand)
import django.apps
partial_matches: List[ABIDModel] = []
models_to_try = cast(Set[type[models.Model]], set(filter(bool, (
model,
find_model_from_abid(abid),
*django.apps.apps.get_models(),
))))
# print(abid, abid.rand, abid.uuid, models_to_try)
for model in models_to_try:
if not issubclass(model, ABIDModel): continue # skip Models that arent ABID-enabled
if not hasattr(model, 'objects'): continue # skip abstract Models
assert hasattr(model, 'objects') # force-fix for type hint nit about missing manager https://github.com/typeddjango/django-stubs/issues/1684
# continue on to try fuzzy searching by randomness portion derived from uuid field
try:
qs = []
if hasattr(model, 'abid'):
qs = model.objects.filter(abid__endswith=abid.rand)
elif hasattr(model, 'uuid'):
qs = model.objects.filter(uuid__endswith=str(abid.uuid)[-ABID_RAND_LEN:])
elif hasattr(model, 'id'):
# NOTE: this only works on SQLite where every column is a string
# other DB backends like postgres dont let you do __endswith if this is a BigAutoInteger field
# try to search for uuid=...-2354352
# try to search for id=...2354352
# try to search for id=2354352
qs = model.objects.filter(
models.Q(id__endswith=str(abid.uuid)[-ABID_RAND_LEN:])
| models.Q(id__endswith=abid.rand)
| models.Q(id__startswith=str(int(abid.rand)) if abid.rand.isdigit() else abid.rand)
)
for obj in qs:
if obj.calculate_abid() == abid:
# found exact match, no need to keep iterating
return [obj]
partial_matches.append(obj)
except OperationalError as err:
print(f'[!] WARNING: Got error while trying to iterate through QuerySet for {model}:', err, '\n')
return partial_matches
def find_obj_from_abid(abid: ABID, model=None, fuzzy=False) -> Any:
"""
Find an object with a given ABID by filtering possible models for a matching abid/uuid/id (fast).
e.g. 'snp_01BJQMF54D093DXEAWZ6JYRPAQ' -> Snapshot('snp_01BJQMF54D093DXEAWZ6JYRPAQ')
"""
model = model or find_model_from_abid(abid)
assert model, f'Could not find model that could match this ABID type: {abid}'
try:
if hasattr(model, 'abid'):
return model.objects.get(abid__endswith=abid.suffix)
if hasattr(model, 'uuid'):
return model.objects.get(uuid=abid.uuid)
return model.objects.get(id=abid.uuid)
except model.DoesNotExist:
# if the model has an abid field then it shouldve matched, pointless to fuzzy search in that case
if hasattr(model, 'abid') or (not fuzzy):
raise
# continue on to try fuzzy searching by randomness portion derived from uuid field
match_by_rand = find_obj_from_abid_rand(abid, model=model)
if match_by_rand:
if match_by_rand[0].abid_prefix != abid.prefix:
print(f'[!] WARNING: fetched object {match_by_rand} even though prefix {abid.prefix} doesnt match!', abid, '\n')
return match_by_rand
raise model.DoesNotExist