## ADDED Requirements

### Requirement: PostgreSQL connection via Drizzle ORM
The Next.js application SHALL connect to PostgreSQL using Drizzle ORM with the `node-postgres` (`pg`) driver. The connection SHALL use a pool with a configurable maximum number of connections (default: 10). The connection string SHALL be read from the `DATABASE_URL` environment variable.

#### Scenario: Successful connection
- **WHEN** the application starts with a valid `DATABASE_URL` pointing to a running PostgreSQL instance
- **THEN** Drizzle ORM establishes a connection pool and the `db` export is ready for queries

#### Scenario: Missing DATABASE_URL
- **WHEN** the `DATABASE_URL` environment variable is not set
- **THEN** the application SHALL fail to start with an error message indicating the missing variable

#### Scenario: Database unreachable
- **WHEN** the PostgreSQL instance is not reachable at the configured URL
- **THEN** the application SHALL fail to start with a connection error

### Requirement: PostgreSQL schema definitions
The Drizzle schema SHALL define all frontend tables using `pgTable` from `drizzle-orm/pg-core`. The following tables SHALL be defined: `charts`, `candles`, `annotation_types`, `annotations`, `span_label_types`, `span_annotations`.

#### Scenario: Charts table schema
- **WHEN** the schema is loaded
- **THEN** the `charts` table has columns: `id` (serial, primary key), `name` (text, unique, not null), `created_at` (timestamp, not null, default now)

#### Scenario: Candles table schema
- **WHEN** the schema is loaded
- **THEN** the `candles` table has columns: `id` (serial, primary key), `chart_id` (integer, foreign key to charts.id, not null), `time` (timestamp, not null), `open` (double precision, not null), `high` (double precision, not null), `low` (double precision, not null), `close` (double precision, not null), with a unique index on `(chart_id, time)`

#### Scenario: Annotation types table schema
- **WHEN** the schema is loaded
- **THEN** the `annotation_types` table has columns: `id` (serial, primary key), `name` (text, unique, not null), `display_name` (text, not null), `color` (text, not null), `category` (text, not null), `icon` (text, nullable), `is_active` (boolean, not null, default true), `created_at` (timestamp, not null, default now)

#### Scenario: Annotations table schema
- **WHEN** the schema is loaded
- **THEN** the `annotations` table has columns: `id` (serial, primary key), `chart_id` (integer, foreign key to charts.id, not null), `timestamp` (timestamp, not null), `label_type` (text, not null), `geometry` (jsonb, nullable), `color` (text, default '#3b82f6'), `created_at` (timestamp, not null, default now)

#### Scenario: Span label types table schema
- **WHEN** the schema is loaded
- **THEN** the `span_label_types` table has columns: `id` (serial, primary key), `name` (text, unique, not null), `display_name` (text, not null), `color` (text, not null), `hotkey` (text, nullable), `is_active` (boolean, not null, default true), `sort_order` (integer, not null, default 0), `created_at` (timestamp, not null, default now)

#### Scenario: Span annotations table schema
- **WHEN** the schema is loaded
- **THEN** the `span_annotations` table has columns: `id` (serial, primary key), `chart_id` (integer, foreign key to charts.id, not null), `start_time` (timestamp, not null), `end_time` (timestamp, not null), `label` (text, not null), `confidence` (integer, nullable), `outcome` (text, nullable), `notes` (text, nullable), `sub_spans` (jsonb, nullable), `color` (text, not null, default '#2196F3'), `source` (text, not null, default 'human'), `model_prediction` (jsonb, nullable), `created_at` (timestamp, not null, default now)

### Requirement: PostgreSQL migrations via Drizzle Kit
The project SHALL use Drizzle Kit to generate and apply PostgreSQL migrations. The `drizzle.config.ts` SHALL target the `postgresql` dialect. Existing SQLite migrations SHALL be removed.

#### Scenario: Generate migrations
- **WHEN** `drizzle-kit generate` is executed
- **THEN** a new SQL migration file is created in the `drizzle/` directory with PostgreSQL-dialect DDL

#### Scenario: Apply migrations at startup
- **WHEN** the application starts (not during build phase)
- **THEN** Drizzle runs pending migrations against the PostgreSQL database

#### Scenario: Skip migrations during build
- **WHEN** `NEXT_PHASE` is `phase-production-build` or `phase-development-build`
- **THEN** migration execution is skipped

### Requirement: npm dependency changes
The project SHALL remove `better-sqlite3` and `@types/better-sqlite3` from dependencies and add `pg` and `@types/pg`.

#### Scenario: Dependencies updated
- **WHEN** `package.json` is inspected
- **THEN** `better-sqlite3` and `@types/better-sqlite3` are absent, and `pg` and `@types/pg` are present in dependencies

### Requirement: Data migration from SQLite to PostgreSQL
The project SHALL include a one-time migration script at `scripts/migrate-sqlite-to-postgres.ts` that reads all data from the SQLite database and inserts it into PostgreSQL with appropriate type conversions.

#### Scenario: Migrate all tables
- **WHEN** the migration script is executed with both databases accessible
- **THEN** all rows from charts, candles, annotation_types, annotations, span_label_types, and span_annotations are transferred to PostgreSQL

#### Scenario: Type conversions applied
- **WHEN** data is migrated
- **THEN** SQLite integer timestamps are converted to PostgreSQL timestamps, integer booleans (0/1) are converted to PostgreSQL booleans, and text JSON fields are inserted as jsonb

#### Scenario: Idempotent execution
- **WHEN** the migration script is run a second time on an already-migrated database
- **THEN** the script either skips existing data or clears and re-inserts (with a flag), without creating duplicates

### Requirement: Environment variable configuration (credentials)
The project SHALL use environment variables for runtime configuration. Credentials SHALL NOT be hardcoded in any committed file.

#### Scenario: .env file gitignored
- **WHEN** `.gitignore` is inspected
- **THEN** it includes `.env` (bare, not just `.env*.local`)

#### Scenario: .env removed from git history
- **WHEN** `git ls-files .env` is run
- **THEN** `.env` is NOT tracked by git

#### Scenario: .env.example has placeholder credentials
- **WHEN** `.env.example` is inspected
- **THEN** it contains `POSTGRES_PASSWORD=change_me_to_a_strong_password` (not a real password)

#### Scenario: No credentials in Python source
- **WHEN** `services/ml/app/db.py` is inspected
- **THEN** there are no SQL comments containing usernames or passwords, and the code fails fast if `DATABASE_URL` env var is not set

### Requirement: models directory gitignored
The `.gitignore` file SHALL include `models/` and `*.pkl` patterns to prevent model files from being committed.

#### Scenario: Model files excluded
- **WHEN** a model file is saved to `models/best.pkl`
- **THEN** `git status` does not show it as untracked

### Requirement: devDependencies correctly categorized
The `package.json` SHALL list `@types/*`, `typescript`, `eslint`, `eslint-config-next`, `autoprefixer`, and `postcss` under `devDependencies` (not `dependencies`).

#### Scenario: Type packages in devDependencies
- **WHEN** `package.json` is inspected
- **THEN** `@types/node`, `@types/react`, `@types/react-dom`, `@types/papaparse`, `@types/pg` are in `devDependencies`

#### Scenario: Build tools in devDependencies
- **WHEN** `package.json` is inspected
- **THEN** `typescript`, `eslint`, `eslint-config-next`, `autoprefixer`, `postcss` are in `devDependencies`
