ArchiveBox/archivebox/core/models.py

__package__ = 'archivebox.core'


from typing import Optional, Dict, Iterable, Any
from django_stubs_ext.db.models import TypedModelMeta

import os
import json

from pathlib import Path

from django.db import models
from django.db.models import QuerySet
from django.utils.functional import cached_property
from django.utils.text import slugify
from django.utils import timezone
from django.core.cache import cache
from django.urls import reverse, reverse_lazy
from django.db.models import Case, When, Value, IntegerField
from django.contrib import admin
from django.conf import settings


import abx

from archivebox.config import CONSTANTS
from archivebox.misc.system import get_dir_size
from archivebox.misc.util import parse_date, base_url
from archivebox.index.schema import Link
from archivebox.index.html import snapshot_icons
from archivebox.extractors import ARCHIVE_METHODS_INDEXING_PRECEDENCE
from archivebox.base_models.models import ABIDModel, ABIDField, AutoDateTimeField, ModelWithOutputDir

from workers.models import ModelWithStateMachine
from workers.tasks import bg_archive_snapshot
from crawls.models import Crawl
# from machine.models import Machine, NetworkInterface



class Tag(ABIDModel):
    """
    Loosely based on django-taggit model + ABID base.
    """
    abid_prefix = 'tag_'
    abid_ts_src = 'self.created_at'
    abid_uri_src = 'self.slug'
    abid_subtype_src = '"03"'
    abid_rand_src = 'self.id'
    abid_drift_allowed = True

    id = models.UUIDField(primary_key=True, default=None, null=False, editable=False, unique=True, verbose_name='ID')
    abid = ABIDField(prefix=abid_prefix)

    created_by = models.ForeignKey(settings.AUTH_USER_MODEL, on_delete=models.CASCADE, default=None, null=False, related_name='tag_set')
    created_at = AutoDateTimeField(default=None, null=False, db_index=True)
    modified_at = models.DateTimeField(auto_now=True)

    name = models.CharField(unique=True, blank=False, max_length=100)
    slug = models.SlugField(unique=True, blank=False, max_length=100, editable=False)
    # slug is autoset on save from name, never set it manually

    snapshot_set: models.Manager['Snapshot']
    # crawl_set: models.Manager['Crawl']

    class Meta(TypedModelMeta):
        verbose_name = "Tag"
        verbose_name_plural = "Tags"

    def __str__(self):
        return self.name

    def slugify(self, tag, i=None):
        slug = slugify(tag)
        if i is not None:
            slug += "_%d" % i
        return slug
    
    def clean(self, *args, **kwargs):
        self.slug = self.slug or self.slugify(self.name)
        super().clean(*args, **kwargs)

    def save(self, *args, **kwargs):
        if self._state.adding:
            self.slug = self.slugify(self.name)

            # if name is different but slug conficts with another tags slug, append a counter
            # with transaction.atomic():
            slugs = set(
                type(self)
                ._default_manager.filter(slug__startswith=self.slug)
                .values_list("slug", flat=True)
            )

            i = None
            while True:
                slug = self.slugify(self.name, i)
                if slug not in slugs:
                    self.slug = slug
                    return super().save(*args, **kwargs)
                i = 1 if i is None else i+1
        else:
            return super().save(*args, **kwargs)
        
    @property
    def api_url(self) -> str:
        # /api/v1/core/snapshot/{uulid}
        return reverse_lazy('api-1:get_tag', args=[self.abid])  # + f'?api_key={get_or_create_api_token(request.user)}'

    @property
    def api_docs_url(self) -> str:
        return '/api/v1/docs#/Core%20Models/api_v1_core_get_tag'



class SnapshotTag(models.Model):
    id = models.AutoField(primary_key=True)

    snapshot = models.ForeignKey('Snapshot', db_column='snapshot_id', on_delete=models.CASCADE, to_field='id')
    tag = models.ForeignKey(Tag, db_column='tag_id', on_delete=models.CASCADE, to_field='id')

    class Meta:
        db_table = 'core_snapshot_tags'
        unique_together = [('snapshot', 'tag')]


# class CrawlTag(models.Model):
#     id = models.AutoField(primary_key=True)

#     crawl = models.ForeignKey('Crawl', db_column='crawl_id', on_delete=models.CASCADE, to_field='id')
#     tag = models.ForeignKey(Tag, db_column='tag_id', on_delete=models.CASCADE, to_field='id')

#     class Meta:
#         db_table = 'core_crawl_tags'
#         unique_together = [('crawl', 'tag')]




def validate_timestamp(value):
    assert isinstance(value, str) and value, f'timestamp must be a non-empty string, got: "{value}"'
    assert value.replace('.', '').isdigit(), f'timestamp must be a float str, got: "{value}"'

class SnapshotManager(models.Manager):
    def get_queryset(self):
        return super().get_queryset().prefetch_related('tags', 'archiveresult_set')  # .annotate(archiveresult_count=models.Count('archiveresult')).distinct()

class Snapshot(ModelWithOutputDir, ModelWithStateMachine, ABIDModel):
    abid_prefix = 'snp_'
    abid_ts_src = 'self.created_at'
    abid_uri_src = 'self.url'
    abid_subtype_src = '"01"'
    abid_rand_src = 'self.id'
    abid_drift_allowed = True

    state_machine_name = 'core.statemachines.SnapshotMachine'
    state_field_name = 'status'
    retry_at_field_name = 'retry_at'
    StatusChoices = ModelWithStateMachine.StatusChoices
    active_state = StatusChoices.STARTED
    
    output_dir_parent = 'snapshots'
    
    id = models.UUIDField(primary_key=True, default=None, null=False, editable=False, unique=True, verbose_name='ID')
    abid = ABIDField(prefix=abid_prefix)

    created_by = models.ForeignKey(settings.AUTH_USER_MODEL, on_delete=models.CASCADE, default=None, null=False, related_name='snapshot_set', db_index=True)
    created_at = AutoDateTimeField(default=None, null=False, db_index=True)  # loaded from self._init_timestamp
    modified_at = models.DateTimeField(auto_now=True)
    
    status = ModelWithStateMachine.StatusField(choices=StatusChoices, default=StatusChoices.QUEUED)
    retry_at = ModelWithStateMachine.RetryAtField(default=timezone.now)
    
    notes = models.TextField(blank=True, null=False, default='', help_text='Any extra notes this snapshot should have')

    bookmarked_at = AutoDateTimeField(default=None, null=False, editable=True, db_index=True)
    downloaded_at = models.DateTimeField(default=None, null=True, editable=False, db_index=True, blank=True)

    crawl: Crawl = models.ForeignKey(Crawl, on_delete=models.CASCADE, default=None, null=True, blank=True, related_name='snapshot_set', db_index=True)  # type: ignore

    url = models.URLField(unique=True, db_index=True)
    timestamp = models.CharField(max_length=32, unique=True, db_index=True, editable=False, validators=[validate_timestamp])
    tags = models.ManyToManyField(Tag, blank=True, through=SnapshotTag, related_name='snapshot_set', through_fields=('snapshot', 'tag'))
    title = models.CharField(max_length=512, null=True, blank=True, db_index=True)

    # config = models.JSONField(default=dict, null=False, blank=False, editable=True)

    keys = ('url', 'timestamp', 'title', 'tags', 'downloaded_at', 'created_at', 'status', 'retry_at', 'abid', 'id')

    archiveresult_set: models.Manager['ArchiveResult']

    objects = SnapshotManager()

    def save(self, *args, **kwargs):
        print(f'Snapshot[{self.ABID}].save()')
        if self.pk:
            existing_snapshot = self.__class__.objects.filter(pk=self.pk).first()
            if existing_snapshot and existing_snapshot.status == self.StatusChoices.SEALED:
                if self.as_json() != existing_snapshot.as_json():
                    raise Exception(f'Snapshot {self.pk} is already sealed, it cannot be modified any further. NEW: {self.as_json()} != Existing: {existing_snapshot.as_json()}')
        
        if not self.bookmarked_at:
            self.bookmarked_at = self.created_at or self._init_timestamp
            
        if not self.timestamp:
            self.timestamp = str(self.bookmarked_at.timestamp())

        super().save(*args, **kwargs)
        
        # make sure the crawl has this url in its urls log
        if self.crawl and self.url not in self.crawl.urls:
            self.crawl.urls += f'\n{self.url}'
            self.crawl.save()

    def archive(self, overwrite=False, methods=None):
        result = bg_archive_snapshot(self, overwrite=overwrite, methods=methods)
        return result

    def __repr__(self) -> str:
        url = self.url or '<no url set>'
        created_at = self.created_at.strftime("%Y-%m-%d %H:%M") if self.created_at else '<no timestamp set>'
        if self.id and self.url:
            return f'[{self.ABID}] {url[:64]} @ {created_at}'
        return f'[{self.abid_prefix}****not*saved*yet****] {url[:64]} @ {created_at}'

    def __str__(self) -> str:
        return repr(self)

    @classmethod
    def from_json(cls, info: dict):
        info = {k: v for k, v in info.items() if k in cls.keys}
        return cls(**info)

    def as_json(self, *args) -> dict:
        args = args or self.keys
        return {
            key: getattr(self, key) if key != 'tags' else self.tags_str(nocache=False)
            for key in args
        }

    def as_link(self) -> Link:
        return Link.from_json(self.as_json())

    def as_link_with_details(self) -> Link:
        from ..index import load_link_details
        return load_link_details(self.as_link())

    @admin.display(description='Tags')
    def tags_str(self, nocache=True) -> str | None:
        calc_tags_str = lambda: ','.join(sorted(tag.name for tag in self.tags.all()))
        cache_key = f'{self.pk}-{(self.downloaded_at or self.bookmarked_at).timestamp()}-tags'
        
        if hasattr(self, '_prefetched_objects_cache') and 'tags' in self._prefetched_objects_cache:
            # tags are pre-fetched already, use them directly (best because db is always freshest)
            tags_str = calc_tags_str()
            return tags_str
        
        if nocache:
            tags_str = calc_tags_str()
            cache.set(cache_key, tags_str)
            return tags_str
        return cache.get_or_set(cache_key, calc_tags_str)

    def icons(self) -> str:
        return snapshot_icons(self)
    
    @property
    def api_url(self) -> str:
        # /api/v1/core/snapshot/{uulid}
        return reverse_lazy('api-1:get_snapshot', args=[self.abid])  # + f'?api_key={get_or_create_api_token(request.user)}'
    
    @property
    def api_docs_url(self) -> str:
        return '/api/v1/docs#/Core%20Models/api_v1_core_get_snapshot'
    
    def get_absolute_url(self):
        return f'/{self.archive_path}'
    
    @cached_property
    def title_stripped(self) -> str:
        return (self.title or '').replace("\n", " ").replace("\r", "")

    @cached_property
    def extension(self) -> str:
        from archivebox.misc.util import extension
        return extension(self.url)

    @cached_property
    def bookmarked(self):
        return parse_date(self.timestamp)

    @cached_property
    def bookmarked_date(self):
        # TODO: remove this
        return self.bookmarked

    @cached_property
    def is_archived(self):
        return self.as_link().is_archived

    @cached_property
    def num_outputs(self) -> int:
        # DONT DO THIS: it will trigger a separate query for every snapshot
        # return self.archiveresult_set.filter(status='succeeded').count()
        # this is better:
        return sum((1 for result in self.archiveresult_set.all() if result.status == 'succeeded'))

    @cached_property
    def base_url(self):
        return base_url(self.url)

    @cached_property
    def link_dir(self):
        return str(CONSTANTS.ARCHIVE_DIR / self.timestamp)

    @cached_property
    def archive_path(self):
        return '{}/{}'.format(CONSTANTS.ARCHIVE_DIR_NAME, self.timestamp)

    @cached_property
    def archive_size(self):
        cache_key = f'{str(self.pk)[:12]}-{(self.downloaded_at or self.bookmarked_at).timestamp()}-size'

        def calc_dir_size():
            try:
                return get_dir_size(self.link_dir)[0]
            except Exception:
                return 0

        return cache.get_or_set(cache_key, calc_dir_size)

    @cached_property
    def thumbnail_url(self) -> Optional[str]:
        if hasattr(self, '_prefetched_objects_cache') and 'archiveresult_set' in self._prefetched_objects_cache:
            result = (sorted(
                (
                    result
                    for result in self.archiveresult_set.all()
                    if result.extractor == 'screenshot' and result.status =='succeeded' and result.output
                ),
                key=lambda result: result.created_at,
            ) or [None])[-1]
        else:
            result = self.archiveresult_set.filter(
                extractor='screenshot',
                status='succeeded'
            ).only('output').last()

        if result:
            return reverse('Snapshot', args=[f'{str(self.timestamp)}/{result.output}'])
        return None

    @cached_property
    def headers(self) -> Optional[Dict[str, str]]:
        try:
            return json.loads((Path(self.link_dir) / 'headers.json').read_text(encoding='utf-8').strip())
        except Exception:
            pass
        return None

    @cached_property
    def status_code(self) -> Optional[str]:
        return self.headers.get('Status-Code') if self.headers else None

    @cached_property
    def history(self) -> dict:
        # TODO: use ArchiveResult for this instead of json
        return self.as_link_with_details().history

    @cached_property
    def latest_title(self) -> Optional[str]:
        if self.title:
            return self.title   # whoopdedoo that was easy

        # check if ArchiveResult set has already been prefetched, if so use it instead of fetching it from db again
        if hasattr(self, '_prefetched_objects_cache') and 'archiveresult_set' in self._prefetched_objects_cache:
            try:
                return (sorted(
                    (
                        result.output.strip()
                        for result in self.archiveresult_set.all()
                        if result.extractor == 'title' and result.status =='succeeded' and result.output
                    ),
                    key=lambda title: len(title),
                ) or [None])[-1]
            except IndexError:
                pass


        try:
            # take longest successful title from ArchiveResult db history
            return sorted(
                self.archiveresult_set\
                    .filter(extractor='title', status='succeeded', output__isnull=False)\
                    .values_list('output', flat=True),
                key=lambda r: len(r),
            )[-1]
        except IndexError:
            pass

        try:
            # take longest successful title from Link json index file history
            return sorted(
                (
                    result.output.strip()
                    for result in self.history['title']
                    if result.status == 'succeeded' and result.output.strip()
                ),
                key=lambda r: len(r),
            )[-1]
        except (KeyError, IndexError):
            pass

        return None
    
    def save_tags(self, tags: Iterable[str]=()) -> None:
        tags_id = []
        for tag in tags:
            if tag.strip():
                tags_id.append(Tag.objects.get_or_create(name=tag)[0].pk)
        self.tags.clear()
        self.tags.add(*tags_id)
        
    def pending_archiveresults(self) -> QuerySet['ArchiveResult']:
        pending_archiveresults = self.archiveresult_set.exclude(status__in=ArchiveResult.FINAL_OR_ACTIVE_STATES)
        return pending_archiveresults
    
    def create_pending_archiveresults(self) -> list['ArchiveResult']:
        ALL_EXTRACTORS = ['favicon', 'title', 'screenshot', 'headers', 'singlefile', 'dom', 'git', 'archive_org', 'readability', 'mercury', 'pdf', 'wget']
        
        # config = get_scope_config(snapshot=self)
        config = {'EXTRACTORS': ','.join(ALL_EXTRACTORS)}
        
        if config.get('EXTRACTORS', 'auto') == 'auto':
            EXTRACTORS = ALL_EXTRACTORS
        else:
            EXTRACTORS = config.get('EXTRACTORS', '').split(',')
        
        archiveresults = []
        for extractor in EXTRACTORS:
            if not extractor:
                continue
            if ArchiveResult.objects.filter(snapshot=self, extractor=extractor).exists():
                continue
            archiveresult, created = ArchiveResult.objects.get_or_create(
                snapshot=self,
                extractor=extractor,
                defaults={
                    'status': ArchiveResult.INITIAL_STATE,
                    'retry_at': timezone.now(),
                },
            )
            if archiveresult.status == ArchiveResult.INITIAL_STATE:
                archiveresults.append(archiveresult)
        return archiveresults
    

    # def migrate_output_dir(self):
    #     """Move the output files to the new folder structure if needed"""
    #     print(f'{self}.migrate_output_dir()')
    #     self.migrate_from_0_7_2()
    #     self.migrate_from_0_8_6()
    #     # ... future migrations here
    
    # def migrate_from_0_7_2(self):
    #     """Migrate the folder structure from 0.7.2 to the current version"""
    #     # migrate any existing output_dir into data/archiveresults/<extractor>/YYYY-MM-DD/<domain>/<abid>
    #     # create self.output_dir if it doesn't exist
    #     # move loose files in snapshot_dir into self.output_dir
    #     # update self.pwd = self.output_dir
    #     print(f'{self}.migrate_from_0_7_2()')
    
    # def migrate_from_0_8_6(self):
    #     """Migrate the folder structure from 0.8.6 to the current version"""
    #     # ... future migration code here ...
    #     print(f'{self}.migrate_from_0_8_6()')
            
    # def save_json_index(self):
    #     """Save the json index file to ./.index.json"""
    #     print(f'{self}.save_json_index()')
    #     pass
    
    # def save_symlinks_index(self):
    #     """Update the symlink farm idnexes to point to the new location of self.output_dir"""
    #     # ln -s self.output_dir data/index/results_by_type/wget/YYYY-MM-DD/example.com/<abid>
    #     # ln -s self.output_dir data/index/results_by_day/YYYY-MM-DD/example.com/wget/<abid>
    #     # ln -s self.output_dir data/index/results_by_domain/example.com/YYYY-MM-DD/wget/<abid>
    #     # ln -s self.output_dir data/index/results_by_abid/<abid>
    #     # ln -s self.output_dir data/archive/<snapshot_timestamp>/<extractor>
    #     print(f'{self}.save_symlinks_index()')
    
    # def save_html_index(self):
    #     """Save the html index file to ./.index.html"""
    #     print(f'{self}.save_html_index()')
    #     pass

    # def save_merkle_index(self):
    #     """Calculate the recursive sha256 of all the files in the output path and save it to ./.checksum.json"""
    #     print(f'{self}.save_merkle_index()')
    #     pass

    # def save_search_index(self):
    #     """Pass any indexable text to the search backend indexer (e.g. sonic, SQLiteFTS5, etc.)"""
    #     print(f'{self}.save_search_index()')
    #     pass

    # def get_storage_dir(self, create=True, symlink=True) -> Path:
    #     date_str = self.bookmarked_at.strftime('%Y%m%d')
    #     domain_str = domain(self.url)
    #     abs_storage_dir = Path(CONSTANTS.ARCHIVE_DIR) / 'snapshots' / date_str / domain_str / str(self.ulid)

    #     if create and not abs_storage_dir.is_dir():
    #         abs_storage_dir.mkdir(parents=True, exist_ok=True)

    #     if symlink:
    #         LINK_PATHS = [
    #             Path(CONSTANTS.ARCHIVE_DIR).parent / 'index' / 'all_by_id' / str(self.ulid),
    #             # Path(CONSTANTS.ARCHIVE_DIR).parent / 'index' / 'snapshots_by_id' / str(self.ulid),
    #             Path(CONSTANTS.ARCHIVE_DIR).parent / 'index' / 'snapshots_by_date' / date_str / domain_str / str(self.ulid),
    #             Path(CONSTANTS.ARCHIVE_DIR).parent / 'index' / 'snapshots_by_domain' / domain_str / date_str / str(self.ulid),
    #         ]
    #         for link_path in LINK_PATHS:
    #             link_path.parent.mkdir(parents=True, exist_ok=True)
    #             try:
    #                 link_path.symlink_to(abs_storage_dir)
    #             except FileExistsError:
    #                 link_path.unlink()
    #                 link_path.symlink_to(abs_storage_dir)

    #     return abs_storage_dir


class ArchiveResultManager(models.Manager):
    def indexable(self, sorted: bool = True):
        """Return only ArchiveResults containing text suitable for full-text search (sorted in order of typical result quality)"""

        INDEXABLE_METHODS = [ r[0] for r in ARCHIVE_METHODS_INDEXING_PRECEDENCE ]
        qs = self.get_queryset().filter(extractor__in=INDEXABLE_METHODS, status='succeeded')

        if sorted:
            precedence = [
                When(extractor=method, then=Value(precedence))
                for method, precedence in ARCHIVE_METHODS_INDEXING_PRECEDENCE
            ]
            qs = qs.annotate(
                indexing_precedence=Case(
                    *precedence,
                    default=Value(1000),
                    output_field=IntegerField()
                )
            ).order_by('indexing_precedence')
        return qs

class ArchiveResult(ModelWithOutputDir, ModelWithStateMachine, ABIDModel):
    abid_prefix = 'res_'
    abid_ts_src = 'self.snapshot.created_at'
    abid_uri_src = 'self.snapshot.url'
    abid_subtype_src = 'self.extractor'
    abid_rand_src = 'self.id'
    abid_drift_allowed = True
    
    class StatusChoices(models.TextChoices):
        QUEUED = 'queued', 'Queued'                     # pending, initial
        STARTED = 'started', 'Started'                  # active
        
        BACKOFF = 'backoff', 'Waiting to retry'         # pending
        SUCCEEDED = 'succeeded', 'Succeeded'            # final
        FAILED = 'failed', 'Failed'                     # final
        SKIPPED = 'skipped', 'Skipped'                  # final
        
    state_machine_name = 'core.statemachines.ArchiveResultMachine'
    retry_at_field_name = 'retry_at'
    state_field_name = 'status'
    active_state = StatusChoices.STARTED
    
    output_dir_parent = 'archiveresults'

    EXTRACTOR_CHOICES = (
        ('htmltotext', 'htmltotext'),
        ('git', 'git'),
        ('singlefile', 'singlefile'),
        ('media', 'media'),
        ('archive_org', 'archive_org'),
        ('readability', 'readability'),
        ('mercury', 'mercury'),
        ('favicon', 'favicon'),
        ('pdf', 'pdf'),
        ('headers', 'headers'),
        ('screenshot', 'screenshot'),
        ('dom', 'dom'),
        ('title', 'title'),
        ('wget', 'wget'),
    )


    id = models.UUIDField(primary_key=True, default=None, null=False, editable=False, unique=True, verbose_name='ID')
    abid = ABIDField(prefix=abid_prefix)

    created_by = models.ForeignKey(settings.AUTH_USER_MODEL, on_delete=models.CASCADE, default=None, null=False, related_name='archiveresult_set', db_index=True)
    created_at = AutoDateTimeField(default=None, null=False, db_index=True)
    modified_at = models.DateTimeField(auto_now=True)
    
    status = ModelWithStateMachine.StatusField(choices=StatusChoices.choices, default=StatusChoices.QUEUED)
    retry_at = ModelWithStateMachine.RetryAtField(default=timezone.now)

    snapshot: Snapshot = models.ForeignKey(Snapshot, on_delete=models.CASCADE)   # type: ignore

    extractor = models.CharField(choices=EXTRACTOR_CHOICES, max_length=32, blank=False, null=False, db_index=True)
    cmd = models.JSONField(default=None, null=True, blank=True)
    pwd = models.CharField(max_length=256, default=None, null=True, blank=True)
    cmd_version = models.CharField(max_length=128, default=None, null=True, blank=True)
    output = models.CharField(max_length=1024, default=None, null=True, blank=True)
    start_ts = models.DateTimeField(default=None, null=True, blank=True)
    end_ts = models.DateTimeField(default=None, null=True, blank=True)

    notes = models.TextField(blank=True, null=False, default='', help_text='Any extra notes this ArchiveResult should have')

    # the network interface that was used to download this result
    # uplink = models.ForeignKey(NetworkInterface, on_delete=models.SET_NULL, null=True, blank=True, verbose_name='Network Interface Used')

    objects = ArchiveResultManager()
    
    keys = ('snapshot_id', 'extractor', 'cmd', 'pwd', 'cmd_version', 'output', 'start_ts', 'end_ts', 'created_at', 'status', 'retry_at', 'abid', 'id')

    class Meta(TypedModelMeta):
        verbose_name = 'Archive Result'
        verbose_name_plural = 'Archive Results Log'

    def __repr__(self):
        snapshot_id = getattr(self, 'snapshot_id', None)
        url = self.snapshot.url if snapshot_id else '<no url set>'
        created_at = self.snapshot.created_at.strftime("%Y-%m-%d %H:%M") if snapshot_id else '<no timestamp set>'
        extractor = self.extractor or '<no extractor set>'
        if self.id and snapshot_id:
            return f'[{self.ABID}] {url[:64]} @ {created_at} -> {extractor}'
        return f'[{self.abid_prefix}****not*saved*yet****] {url} @ {created_at} -> {extractor}'

    def __str__(self):
        return repr(self)
    
    def save(self, *args, write_indexes: bool=False, **kwargs):
        print(f'ArchiveResult[{self.ABID}].save()')
        # if (self.pk and self.__class__.objects.filter(pk=self.pk).values_list('status', flat=True)[0] in [self.StatusChoices.FAILED, self.StatusChoices.SUCCEEDED, self.StatusChoices.SKIPPED]):
        #     raise Exception(f'ArchiveResult {self.pk} is in a final state, it cannot be modified any further.')
        if self.pk:
            existing_archiveresult = self.__class__.objects.filter(pk=self.pk).first()
            if existing_archiveresult and existing_archiveresult.status in [self.StatusChoices.FAILED, self.StatusChoices.SUCCEEDED, self.StatusChoices.SKIPPED]:
                if self.as_json() != existing_archiveresult.as_json():
                    raise Exception(f'ArchiveResult {self.pk} is in a final state, it cannot be modified any further. NEW: {self.as_json()} != Existing: {existing_archiveresult.as_json()}')
        super().save(*args, **kwargs)
        # DONT DO THIS:
        # self.snapshot.update_for_workers()   # this should be done manually wherever its needed, not in here as a side-effect on save()
        

    # TODO: finish connecting machine.models
    # @cached_property
    # def machine(self):
    #     return self.iface.machine if self.iface else None

    @cached_property
    def snapshot_dir(self):
        return Path(self.snapshot.link_dir)
    
    @cached_property
    def url(self):
        return self.snapshot.url

    @property
    def api_url(self) -> str:
        # /api/v1/core/archiveresult/{uulid}
        return reverse_lazy('api-1:get_archiveresult', args=[self.abid])  # + f'?api_key={get_or_create_api_token(request.user)}'

    @property
    def api_docs_url(self) -> str:
        return '/api/v1/docs#/Core%20Models/api_v1_core_get_archiveresult'

    def get_absolute_url(self):
        return f'/{self.snapshot.archive_path}/{self.extractor}'

    @property
    def extractor_module(self) -> Any | None:
        return abx.as_dict(abx.pm.hook.get_EXTRACTORS()).get(self.extractor, None)


    def embed_path(self) -> str | None:
        """
        return the actual runtime-calculated path to the file on-disk that
        should be used for user-facing iframe embeds of this result
        """

        try:
            return self.extractor_module.get_embed_path(self)
        except Exception as e:
            print(f'Error getting embed path for {self.extractor} extractor: {e}')
            return None

    def legacy_output_path(self):
        link = self.snapshot.as_link()
        return link.canonical_outputs().get(f'{self.extractor}_path')

    def output_exists(self) -> bool:
        output_path = Path(self.snapshot_dir) / self.extractor
        return os.path.exists(output_path)
            
    def create_output_dir(self):
        output_dir = Path(self.snapshot_dir) / self.extractor
        output_dir.mkdir(parents=True, exist_ok=True)
        return output_dir

    def as_json(self, *args) -> dict:
        args = args or self.keys
        return {
            key: getattr(self, key)
            for key in args
        }
        
    def write_indexes(self):
        """Write the ArchiveResult json, html, and merkle indexes to output dir, and pass searchable text to the search backend"""
        super().write_indexes()
        self.save_search_index()
        # self.save_outlinks_to_crawl()
        
    # def save_outlinks_to_crawl(self):
    #     """Save the output of this ArchiveResult to the Crawl's urls field"""
    #     if self.output_urls:
    #     self.snapshot.crawl.urls += f'\n{self.url}'
    #     self.snapshot.crawl.save()

    # def migrate_output_dir(self):
    #     """Move the output files to the new folder structure if needed"""
    #     print(f'{self}.migrate_output_dir()')
    #     self.migrate_from_0_7_2()
    #     self.migrate_from_0_8_6()
    #     # ... future migrations here
    
    # def migrate_from_0_7_2(self):
    #     """Migrate the folder structure from 0.7.2 to the current version"""
    #     # migrate any existing output_dir into data/archiveresults/<extractor>/YYYY-MM-DD/<domain>/<abid>
    #     # create self.output_dir if it doesn't exist
    #     # move loose files in snapshot_dir into self.output_dir
    #     # update self.pwd = self.output_dir
    #     print(f'{self}.migrate_from_0_7_2()')
    
    # def migrate_from_0_8_6(self):
    #     """Migrate the folder structure from 0.8.6 to the current version"""
    #     # ... future migration code here ...
    #     print(f'{self}.migrate_from_0_8_6()')
            
    # def save_json_index(self):
    #     """Save the json index file to ./.index.json"""
    #     print(f'{self}.save_json_index()')
    #     pass
    
    # def save_symlinks_index(self):
    #     """Update the symlink farm idnexes to point to the new location of self.output_dir"""
    #     # ln -s self.output_dir data/index/results_by_type/wget/YYYY-MM-DD/example.com/<abid>
    #     # ln -s self.output_dir data/index/results_by_day/YYYY-MM-DD/example.com/wget/<abid>
    #     # ln -s self.output_dir data/index/results_by_domain/example.com/YYYY-MM-DD/wget/<abid>
    #     # ln -s self.output_dir data/index/results_by_abid/<abid>
    #     # ln -s self.output_dir data/archive/<snapshot_timestamp>/<extractor>
    #     print(f'{self}.save_symlinks_index()')
    
    # def save_html_index(self):
    #     """Save the html index file to ./.index.html"""
    #     print(f'{self}.save_html_index()')
    #     pass

    # def save_merkle_index(self):
    #     """Calculate the recursive sha256 of all the files in the output path and save it to ./.checksum.json"""
    #     print(f'{self}.save_merkle_index()')
    #     pass

    def save_search_index(self):
        """Pass any indexable text to the search backend indexer (e.g. sonic, SQLiteFTS5, etc.)"""
        print(f'{self}.save_search_index()')
        pass


    # def get_storage_dir(self, create=True, symlink=True):
    #     date_str = self.snapshot.bookmarked_at.strftime('%Y%m%d')
    #     domain_str = domain(self.snapshot.url)
    #     abs_storage_dir = Path(CONSTANTS.ARCHIVE_DIR) / 'results' / date_str / domain_str / self.extractor / str(self.ulid)

    #     if create and not abs_storage_dir.is_dir():
    #         abs_storage_dir.mkdir(parents=True, exist_ok=True)

    #     if symlink:
    #         LINK_PATHS = [
    #             Path(CONSTANTS.ARCHIVE_DIR).parent / 'index' / 'all_by_id' / str(self.ulid),
    #             # Path(CONSTANTS.ARCHIVE_DIR).parent / 'index' / 'results_by_id' / str(self.ulid),
    #             # Path(CONSTANTS.ARCHIVE_DIR).parent / 'index' / 'results_by_date' / date_str / domain_str / self.extractor / str(self.ulid),
    #             Path(CONSTANTS.ARCHIVE_DIR).parent / 'index' / 'results_by_domain' / domain_str / date_str / self.extractor / str(self.ulid),
    #             Path(CONSTANTS.ARCHIVE_DIR).parent / 'index' / 'results_by_type' / self.extractor / date_str / domain_str / str(self.ulid),
    #         ]
    #         for link_path in LINK_PATHS:
    #             link_path.parent.mkdir(parents=True, exist_ok=True)
    #             try:
    #                 link_path.symlink_to(abs_storage_dir)
    #             except FileExistsError:
    #                 link_path.unlink()
    #                 link_path.symlink_to(abs_storage_dir)

    #     return abs_storage_dir

    # def symlink_index(self, create=True):
    #     abs_result_dir = self.get_storage_dir(create=create)