|
| 1 | +"""Command to dedupe accounts.""" |
| 2 | + |
| 3 | +from difflib import SequenceMatcher |
| 4 | +import logging |
| 5 | +from typing import Any |
| 6 | + |
| 7 | +from django.contrib.auth import get_user_model |
| 8 | +from django.core.management.base import BaseCommand |
| 9 | +from django.db import transaction |
| 10 | +from django.db.models import Count |
| 11 | + |
| 12 | + |
| 13 | +logger = logging.getLogger(__name__) |
| 14 | + |
| 15 | + |
| 16 | +# pylint: disable=too-many-locals |
| 17 | +def dedupe_accounts( |
| 18 | + options: dict[str, Any], |
| 19 | +) -> tuple[list[Any], dict[Any, Any], dict[Any, Any], list[Any], list[Any]]: |
| 20 | + """Deduplicate accounts.""" |
| 21 | + # pylint: disable=invalid-name |
| 22 | + User = get_user_model() |
| 23 | + |
| 24 | + if options["email"]: |
| 25 | + duplicates = [{"email": options["email"]}] |
| 26 | + else: |
| 27 | + duplicates = ( |
| 28 | + User.objects.values("email") |
| 29 | + .annotate(count=Count("id")) |
| 30 | + .filter(count__gt=1) |
| 31 | + .order_by("email") |
| 32 | + ) |
| 33 | + |
| 34 | + accounts_to_delete = [] |
| 35 | + duped_users = {} |
| 36 | + organizations = {} |
| 37 | + skipped_accounts = [] |
| 38 | + users_to_delete = [] |
| 39 | + for dup in duplicates: |
| 40 | + email = dup["email"] |
| 41 | + if not email: |
| 42 | + continue |
| 43 | + |
| 44 | + logger.info("Deduping %s", email) |
| 45 | + |
| 46 | + users = list(User.objects.filter(email=email).order_by("date_joined")) |
| 47 | + original_user, *duplicate_users = users |
| 48 | + original_social = original_user.social_auth.first() |
| 49 | + |
| 50 | + for duplicate_user in duplicate_users: |
| 51 | + new_social = duplicate_user.social_auth.first() |
| 52 | + if not new_social: |
| 53 | + continue |
| 54 | + |
| 55 | + old_account_email = original_social.uid.split(":")[1] |
| 56 | + new_account_email = new_social.uid.split(":")[1] |
| 57 | + |
| 58 | + old_organization_uid = original_social.uid.split(":")[0] |
| 59 | + new_organization_uid = new_social.uid.split(":")[0] |
| 60 | + |
| 61 | + account_email_ratio = SequenceMatcher( |
| 62 | + None, old_account_email, new_account_email |
| 63 | + ).ratio() |
| 64 | + organization_ratio = SequenceMatcher( |
| 65 | + None, old_organization_uid, new_organization_uid |
| 66 | + ).ratio() |
| 67 | + |
| 68 | + if old_account_email != new_account_email: |
| 69 | + skipped_accounts.append( |
| 70 | + [ |
| 71 | + email, |
| 72 | + [ |
| 73 | + original_social.uid, |
| 74 | + new_social.uid, |
| 75 | + str(organization_ratio), |
| 76 | + str(account_email_ratio), |
| 77 | + ], |
| 78 | + ] |
| 79 | + ) |
| 80 | + continue |
| 81 | + |
| 82 | + if old_organization_uid not in organizations: |
| 83 | + organizations[old_organization_uid] = [new_organization_uid] |
| 84 | + else: |
| 85 | + if new_organization_uid not in organizations[old_organization_uid]: |
| 86 | + organizations[old_organization_uid].append(new_organization_uid) |
| 87 | + |
| 88 | + if original_user.email not in duped_users: |
| 89 | + duped_users[original_user.email] = [original_social.uid, new_social.uid] |
| 90 | + else: |
| 91 | + duped_users[original_user.email].append(new_social.uid) |
| 92 | + users_to_delete.append(duplicate_user.email) |
| 93 | + accounts_to_delete.append(original_social.uid) |
| 94 | + |
| 95 | + if not options["dry_run"]: |
| 96 | + with transaction.atomic(): |
| 97 | + original_user.social_auth.first().delete() |
| 98 | + original_user.social_auth.set([new_social]) |
| 99 | + for playlist in duplicate_user.playlists.exclude( |
| 100 | + id__in=original_user.playlists.values_list("id", flat=True) |
| 101 | + ): |
| 102 | + original_user.playlists.add(playlist) |
| 103 | + duplicate_user.delete() |
| 104 | + |
| 105 | + return ( |
| 106 | + accounts_to_delete, |
| 107 | + duped_users, |
| 108 | + organizations, |
| 109 | + skipped_accounts, |
| 110 | + users_to_delete, |
| 111 | + ) |
| 112 | + |
| 113 | + |
| 114 | +class Command(BaseCommand): |
| 115 | + """Command to dedupe accounts.""" |
| 116 | + |
| 117 | + help = "Merge duplicate SAML accounts created with the same email" |
| 118 | + |
| 119 | + def add_arguments(self, parser): |
| 120 | + """Add arguments to the command.""" |
| 121 | + parser.add_argument("--dry-run", action="store_true") |
| 122 | + parser.add_argument( |
| 123 | + "--email", type=str, help="Email to dedupe (for testing purposes)" |
| 124 | + ) |
| 125 | + |
| 126 | + def handle(self, *args, **options): |
| 127 | + """Handle command.""" |
| 128 | + if options["dry_run"]: |
| 129 | + logger.info("[DRY-RUN] No changes will be made.") |
| 130 | + |
| 131 | + ( |
| 132 | + accounts_to_delete, |
| 133 | + duped_users, |
| 134 | + organizations, |
| 135 | + skipped_accounts, |
| 136 | + users_to_delete, |
| 137 | + ) = dedupe_accounts(options) |
| 138 | + |
| 139 | + logger.info("-" * 80) |
| 140 | + logger.info( |
| 141 | + "Deduping complete. %d SSO accounts deleted, %d users deleted", |
| 142 | + len(accounts_to_delete), |
| 143 | + len(users_to_delete), |
| 144 | + ) |
| 145 | + logger.info("- " * 40) |
| 146 | + |
| 147 | + logger.info("%d accounts skipped:", len(skipped_accounts)) |
| 148 | + for email, accounts in skipped_accounts: |
| 149 | + logger.info(" - %s | %s", email, " | ".join(accounts)) |
| 150 | + logger.info("- " * 40) |
| 151 | + |
| 152 | + logger.info("%d organizations impacted:", len(organizations)) |
| 153 | + for org_id, new_orgs in organizations.items(): |
| 154 | + logger.info(" - %s -> %s", org_id, " -> ".join(new_orgs)) |
| 155 | + logger.info("- " * 40) |
| 156 | + |
| 157 | + logger.info("%d users impacted:", len(duped_users)) |
| 158 | + for email, accounts in duped_users.items(): |
| 159 | + logger.info(" - %s -> %s", email, " -> ".join(accounts)) |
| 160 | + logger.info("- " * 40) |
| 161 | + |
| 162 | + logger.info("Summary:") |
| 163 | + logger.info(" %d organizations impacted", len(organizations)) |
| 164 | + logger.info(" %d users processed", len(duped_users)) |
| 165 | + logger.info(" %d users deleted", len(users_to_delete)) |
| 166 | + logger.info(" %d SSO accounts deleted", len(accounts_to_delete)) |
| 167 | + |
| 168 | + if options["dry_run"]: |
| 169 | + logger.info("[DRY-RUN] No changes made.") |
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