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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name: CI
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on:
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push:
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branches: [main, master]
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pull_request:
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concurrency:
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group: ${{ github.workflow }}-${{ github.ref }}
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cancel-in-progress: true
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env:
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PYTHON_VERSION: "3.12"
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NODE_VERSION: "22"
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jobs:
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backend:
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name: Backend (lint, types, tests)
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runs-on: ubuntu-latest
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services:
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postgres:
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image: postgres:16-alpine
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env:
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POSTGRES_USER: postgres
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POSTGRES_PASSWORD: postgres
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POSTGRES_DB: linkedin_test
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ports: ["5432:5432"]
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options: >-
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--health-cmd "pg_isready -U postgres"
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--health-interval 10s
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--health-timeout 5s
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--health-retries 10
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env:
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DJANGO_SECRET_KEY: ci-secret-key-only-used-by-the-test-suite-0123456789
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DATABASE_URL: postgres://postgres:postgres@localhost:5432/linkedin_test
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DJANGO_SETTINGS_MODULE: config.settings.test
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defaults:
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run:
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working-directory: backend
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steps:
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- uses: actions/checkout@v4
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- uses: actions/setup-python@v5
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with:
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python-version: ${{ env.PYTHON_VERSION }}
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cache: pip
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cache-dependency-path: backend/requirements/*.txt
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- name: Install dependencies
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run: pip install -r requirements/dev.txt
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- name: Ruff
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run: ruff check .
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- name: Black
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run: black --check .
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- name: Mypy
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run: mypy apps config
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continue-on-error: true # advisory until the codebase is fully annotated
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- name: Bandit (security lint)
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run: bandit -q -c pyproject.toml -r apps config
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- name: Django system checks
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run: python manage.py check --deploy --fail-level ERROR
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env:
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DJANGO_SETTINGS_MODULE: config.settings.prod
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DJANGO_SECRET_KEY: ci-secret-key-long-enough-for-the-production-guard-0123456789abcdef
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DJANGO_DEBUG: "false"
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- name: Missing migrations?
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run: python manage.py makemigrations --check --dry-run
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- name: Tests
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run: pytest --cov=apps --cov-report=xml --cov-report=term-missing
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- name: Upload coverage
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uses: actions/upload-artifact@v4
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with:
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name: backend-coverage
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path: backend/coverage.xml
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if-no-files-found: ignore
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frontend:
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name: Frontend (lint, types, build)
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runs-on: ubuntu-latest
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defaults:
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run:
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working-directory: frontend
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steps:
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- uses: actions/checkout@v4
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- uses: actions/setup-node@v4
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with:
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node-version: ${{ env.NODE_VERSION }}
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cache: npm
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cache-dependency-path: frontend/package-lock.json
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- name: Install dependencies
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run: npm ci --no-audit --no-fund
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- name: ESLint
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run: npm run lint
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- name: TypeScript
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run: npm run typecheck
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- name: Build
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run: npm run build
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images:
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name: Docker images build
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runs-on: ubuntu-latest
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needs: [backend, frontend]
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steps:
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- uses: actions/checkout@v4
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- uses: docker/setup-buildx-action@v3
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- name: Validate the compose files
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run: |
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cp .env.example .env
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docker compose config --quiet
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docker compose -f docker-compose.yml -f docker-compose.prod.yml config --quiet
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- name: Build the API image
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uses: docker/build-push-action@v6
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with:
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context: .
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file: backend/Dockerfile
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push: false
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cache-from: type=gha
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cache-to: type=gha,mode=max
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- name: Build the SPA image
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uses: docker/build-push-action@v6
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with:
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context: .
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file: frontend/Dockerfile
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push: false
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cache-from: type=gha
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cache-to: type=gha,mode=max
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