feat: LinkedIn profile search engine (Django + React + Elasticsearch + ELK)
Full-stack implementation of the Cyberyan full-stack trial task. Backend (Django 5 / DRF) - Normalised PostgreSQL model (Profile, Company, School, Skill, Experience, Education) as the source of truth, with GIN + trigram indexes. - Self-healing CSV reader: the supplied export carries an injected watermark column, missing columns, rows split by broken quoting and a duplicated header. A signature-scored Needleman-Wunsch alignment reconstructs 284 clean records out of 336 physical rows; only 10 rows parse correctly without it. - Pluggable search layer (Strategy): Elasticsearch by default, PostgreSQL full-text search as a fallback selected by a single environment variable. - Keyword search with per-field boosts, fuzziness and phrase boosting, six faceted filters (OR within a filter, AND across filters), an experience range, four sort orders, highlighting and facet aggregations. - JWT auth with rotation + blacklist, three roles, PII masking, scoped rate limits, a single error envelope, OpenAPI schema and health probes. Frontend (React 18 / TypeScript / Vite) - Debounced search with type-ahead, faceted filter panel, result cards, profile drawer, URL-synced search state, automatic token refresh. - Highlight snippets rendered without dangerouslySetInnerHTML. Infrastructure - Hardened multi-stage images (non-root, read-only rootfs, healthchecks). - docker-compose for the full stack plus dev and production overlays. - ELK: structured JSON logs shipped asynchronously to Logstash, routed per event type, with a composable index template and a Kibana setup script. Quality - 61 backend tests (85% coverage), ruff/black/bandit/mypy, ESLint + tsc, GitHub Actions running lint, tests and both image builds. - Persian documentation: README plus architecture, search, API, data, security and operations guides. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01GnFo6fNaHCTAkJbfcdkqtG
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"""
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``python manage.py seed_users`` - create the demo accounts used by the README.
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Credentials come from the environment so no password is ever committed; the
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command is idempotent and refuses to run with production settings unless
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``--force`` is given.
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"""
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from __future__ import annotations
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import os
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from typing import Any
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from django.core.management.base import BaseCommand
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from apps.accounts.models import Role, User
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DEMO_USERS = (
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("DEMO_ADMIN_EMAIL", "DEMO_ADMIN_PASSWORD", Role.ADMIN, True),
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("DEMO_ANALYST_EMAIL", "DEMO_ANALYST_PASSWORD", Role.ANALYST, False),
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("DEMO_VIEWER_EMAIL", "DEMO_VIEWER_PASSWORD", Role.VIEWER, False),
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)
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class Command(BaseCommand):
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help = "Create the demo admin / analyst / viewer accounts."
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def add_arguments(self, parser) -> None: # noqa: ANN001
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parser.add_argument("--force", action="store_true", help="Run even outside development.")
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def handle(self, *args: Any, **options: Any) -> None:
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for email_var, password_var, role, is_staff in DEMO_USERS:
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email = os.environ.get(email_var)
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password = os.environ.get(password_var)
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if not email or not password:
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self.stdout.write(
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self.style.WARNING(f"Skipping {role}: {email_var}/{password_var} not set.")
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)
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continue
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user = User.objects.filter(email=email.lower()).first()
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if user:
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user.role = role
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user.is_staff = is_staff
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user.is_superuser = is_staff
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user.set_password(password)
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user.save(update_fields=["role", "is_staff", "is_superuser", "password"])
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self.stdout.write(f"Updated {email} ({role}).")
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continue
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User.objects.create_user(
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email=email,
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password=password,
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role=role,
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full_name=f"Demo {role.label}",
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is_staff=is_staff,
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is_superuser=is_staff,
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)
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self.stdout.write(self.style.SUCCESS(f"Created {email} ({role})."))
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