feat(search): Improve search query handling and update documentation
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# SmartData Project Overview
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This document provides a high-level overview of the SmartData library (`@push.rocks/smartdata`), its architecture, core components, and key features—including recent enhancements to the search API.
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## 1. Project Purpose
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- A TypeScript‑first wrapper around MongoDB that supplies:
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- Strongly‑typed document & collection classes
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- Decorator‑based schema definition (no external schema files)
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- Advanced search capabilities with Lucene‑style queries
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- Built‑in support for real‑time data sync, distributed coordination, and key‑value EasyStore
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## 2. Core Concepts & Components
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- **SmartDataDb**: Manages the MongoDB connection, pooling, and initialization of collections.
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- **SmartDataDbDoc**: Base class for all document models; provides CRUD, upsert, and cursor APIs.
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- **Decorators**:
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- `@Collection`: Associates a class with a MongoDB collection
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- `@svDb()`: Marks a field as persisted to the DB
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- `@unI()`: Marks a field as a unique index
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- `@index()`: Adds a regular index
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- `@searchable()`: Marks a field for inclusion in text searches or regex queries
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- **SmartdataCollection**: Wraps a MongoDB collection; auto‑creates indexes based on decorators.
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- **Lucene Adapter**: Parses a Lucene query string into an AST and transforms it to a MongoDB filter object.
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- **EasyStore**: A simple, schema‑less key‑value store built on top of MongoDB for sharing ephemeral data.
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- **Distributed Coordinator**: Leader election and task‑distribution API for building resilient, multi‑instance systems.
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- **Watcher**: Listens to change streams for real‑time updates and integrates with RxJS.
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## 3. Search API
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SmartData provides a unified `.search(query[, opts])` method on all models with `@searchable()` fields:
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- **Supported Syntax**:
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1. Exact field:value (e.g. `field:Value`)
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2. Quoted phrases (e.g. `"exact phrase"` or `'exact phrase'`)
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3. Wildcards: `*` (zero or more chars) and `?` (single char)
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4. Boolean operators: `AND`, `OR`, `NOT`
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5. Grouping: parenthesis `(A OR B) AND C`
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6. Range queries: `[num TO num]`, `{num TO num}`
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7. Multi‑term unquoted: terms AND’d across all searchable fields
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8. Empty query returns all documents
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- **Fallback Mechanisms**:
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1. Text index based `$text` search (if supported)
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2. Field‑scoped and multi‑field regex queries
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3. In‑memory filtering for complex or unsupported cases
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### New Security & Extensibility Hooks
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The `.search(query, opts?)` signature now accepts a `SearchOptions<T>` object:
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```ts
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interface SearchOptions<T> {
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filter?: Record<string, any>; // Additional MongoDB filter AND‑merged
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validate?: (doc: T) => boolean; // Post‑fetch hook to drop results
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}
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```
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- **filter**: Enforces mandatory constraints (e.g. multi‑tenant isolation) directly in the Mongo query.
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- **validate**: An async function that runs after fetching; return `false` to exclude a document.
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## 4. Testing Strategy
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- Unit tests in `test/test.search.ts` cover basic search functionality and new options:
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- Exact, wildcard, phrase, boolean and grouping cases
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- Implicit AND and mixed free‑term + field searches
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- Edge cases (non‑searchable fields, quoted wildcards, no matches)
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- `filter` and `validate` tests ensure security hooks work as intended
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- Advanced search scenarios are covered in `test/test.search.advanced.ts`.
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## 5. Usage Example
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```ts
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// Basic search
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const prods = await Product.search('wireless earbuds');
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// Scoped search (only your organization’s items)
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const myItems = await Product.search('book', { filter: { ownerId } });
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// Post‑search validation (only cheap items)
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const cheapItems = await Product.search('', { validate: p => p.price < 50 });
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```
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---
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Last updated: 2025-04-22
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