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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Custom user model.
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Two things are worth pointing out:
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* The username field is the e-mail address - the dataset users are internal
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analysts, and an e-mail is the identifier they already have.
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* Authorisation is expressed as a single ``role`` field instead of a pile of
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Django groups. With three well defined roles this is easier to reason about,
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easier to test, and it keeps the JWT payload small.
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"""
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from __future__ import annotations
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from django.contrib.auth.models import AbstractBaseUser, BaseUserManager, PermissionsMixin
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from django.db import models
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from django.utils import timezone
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from django.utils.translation import gettext_lazy as _
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class Role(models.TextChoices):
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ADMIN = "admin", _("Administrator")
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ANALYST = "analyst", _("Analyst")
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VIEWER = "viewer", _("Viewer")
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class UserManager(BaseUserManager):
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"""Manager that normalises e-mails and refuses to create users without one."""
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use_in_migrations = True
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def create_user(self, email: str, password: str | None = None, **extra) -> User:
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if not email:
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raise ValueError("Users must have an email address.")
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email = self.normalize_email(email).lower()
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user = self.model(email=email, **extra)
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# ``set_password`` hashes with Argon2 (see PASSWORD_HASHERS).
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user.set_password(password)
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user.full_clean(exclude=["password"])
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user.save(using=self._db)
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return user
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def create_superuser(self, email: str, password: str | None = None, **extra) -> User:
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extra.setdefault("is_staff", True)
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extra.setdefault("is_superuser", True)
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extra.setdefault("role", Role.ADMIN)
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if extra.get("is_staff") is not True or extra.get("is_superuser") is not True:
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raise ValueError("Superuser must have is_staff=True and is_superuser=True.")
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return self.create_user(email, password, **extra)
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class User(AbstractBaseUser, PermissionsMixin):
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email = models.EmailField(_("email address"), unique=True, db_index=True)
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full_name = models.CharField(_("full name"), max_length=150, blank=True)
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role = models.CharField(
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_("role"),
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max_length=16,
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choices=Role.choices,
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default=Role.VIEWER,
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help_text=_("Determines which fields and actions the user has access to."),
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)
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is_active = models.BooleanField(_("active"), default=True)
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is_staff = models.BooleanField(_("staff status"), default=False)
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date_joined = models.DateTimeField(_("date joined"), default=timezone.now)
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objects = UserManager()
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USERNAME_FIELD = "email"
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REQUIRED_FIELDS: list[str] = []
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class Meta:
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verbose_name = _("user")
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verbose_name_plural = _("users")
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ordering = ("-date_joined",)
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def __str__(self) -> str:
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return self.email
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# -- Authorisation helpers ---------------------------------------------
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@property
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def is_admin_role(self) -> bool:
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return self.role == Role.ADMIN or self.is_superuser
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@property
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def can_view_pii(self) -> bool:
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"""
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Whether raw contact details may be returned to this user.
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Viewers only ever see masked e-mails and phone numbers; unmasking is a
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deliberate privilege granted to analysts and administrators.
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"""
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return self.role in (Role.ADMIN, Role.ANALYST) or self.is_superuser
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