Configuration

Filter provides flexible configuration options to customize behavior for your specific needs. Configure globally or per-filter call.

Overview

Available configuration options:

• caseSensitive - Control case sensitivity for string matching
• maxDepth - Set maximum depth for nested object traversal
• enableCache - Enable performance caching
• customComparator - Provide custom comparison logic
• debug - Enable debug mode with visual tree output
• verbose - Show additional debug details (requires debug: true)
• showTimings - Display execution timings (requires debug: true)
• colorize - Use ANSI colors in debug output (requires debug: true)
• orderBy - Sort filtered results by field(s) (v5.7.0+)
• limit - Limit the number of results returned (v5.7.0+)

Configuration Options

caseSensitive

Controls whether string comparisons are case-sensitive.

Type: booleanDefault: false

filter(users, 'alice');

filter(users, 'Alice', { caseSensitive: true });

Use Cases:

• Case-insensitive search (default)
• Exact case matching for codes/IDs
• Case-sensitive email validation

Examples:

const users = [
  { name: 'Alice' },
  { name: 'alice' },
  { name: 'ALICE' },
];

filter(users, 'alice');

filter(users, 'alice', { caseSensitive: true });

maxDepth

Controls how deep the filter traverses nested objects.

Type: numberDefault: 3Range: 0-10 (recommended: 1-5)

filter(data, expression, { maxDepth: 5 });

Use Cases:

• Limit traversal for performance
• Control nested object filtering depth
• Prevent excessive recursion

Examples:

interface DeepObject {
  level1: {
    level2: {
      level3: {
        value: string;
      };
    };
  };
}

filter(data, {
  level1: {
    level2: {
      level3: {
        value: 'test'
      }
    }
  }
}, { maxDepth: 3 });

Performance Impact:

• Lower values = faster filtering
• Higher values = more flexible but slower
• Default (3) balances flexibility and performance

enableCache

Enables caching of filter predicates and regex patterns for improved performance.

Type: booleanDefault: false

filter(data, expression, { enableCache: true });

Use Cases:

• Repeated filtering with same expression
• High-frequency filtering operations
• Performance-critical applications

Performance Gains:

• Up to 530x faster for cached predicates
• Significant improvement for regex patterns
• Best for repeated identical queries

Examples:

const expression = { age: { $gte: 18 } };

filter(users, expression, { enableCache: true });
filter(users, expression, { enableCache: true });

Cache Management:

import { clearFilterCache, getFilterCacheStats } from '@mcabreradev/filter';

clearFilterCache();

const stats = getFilterCacheStats();
console.log(stats);

debug

Enable debug mode to visualize filter execution with tree output and statistics.

Type: booleanDefault: false

filter(users, { city: 'Berlin' }, { debug: true });

Use Cases:

• Understanding complex filter logic
• Debugging why items match or don't match
• Performance analysis
• Development and testing

Output:

Filter Debug Tree
└── city = "Berlin" (2/3 matched, 66.7%)

Statistics:
├── Matched: 2 / 3 items (66.7%)
├── Execution Time: 0.45ms
├── Cache Hit: No
└── Conditions Evaluated: 1

Examples:

filter(users, {
  $and: [
    { city: 'Berlin' },
    { age: { $gte: 25 } }
  ]
}, { debug: true });

Debug Options:

Combine with verbose, showTimings, and colorize for enhanced output:

filter(users, expression, {
  debug: true,
  verbose: true,
  showTimings: true,
  colorize: true
});

orderBy

Sort filtered results by one or more fields in ascending or descending order.

Type: string | { field: string; direction: 'asc' | 'desc' } | Array<string | { field: string; direction: 'asc' | 'desc' }>Default: undefined (no sorting)

filter(users, { age: { $gte: 18 } }, { orderBy: 'age' });

Use Cases:

• Sort results by a single field
• Multi-field sorting (primary, secondary, tertiary)
• Sort by nested paths using dot notation
• Combine filtering with sorting in one operation

Single Field Sorting:

const users = [
  { name: 'Charlie', age: 35 },
  { name: 'Alice', age: 30 },
  { name: 'Bob', age: 25 },
];

filter(users, {}, { orderBy: 'name' });
filter(users, {}, { orderBy: { field: 'age', direction: 'desc' } });

Multiple Fields Sorting:

Sort by multiple fields with different directions:

filter(users, {}, {
  orderBy: [
    { field: 'age', direction: 'desc' },
    { field: 'name', direction: 'asc' }
  ]
});

Nested Paths:

Sort by nested object properties using dot notation:

const users = [
  { name: 'Alice', profile: { age: 30, address: { city: 'Berlin' } } },
  { name: 'Bob', profile: { age: 25, address: { city: 'London' } } },
];

filter(users, {}, { orderBy: 'profile.age' });
filter(users, {}, { orderBy: 'profile.address.city' });

Combining with Filtering:

Filter and sort in a single operation:

filter(users, { city: 'Berlin' }, { orderBy: 'age' });
filter(products, { category: 'Electronics' }, {
  orderBy: [
    { field: 'price', direction: 'asc' },
    { field: 'rating', direction: 'desc' }
  ]
});

Type Support:

• Strings: Case-insensitive by default (respects caseSensitive option)
• Numbers: Numeric comparison
• Dates: Date comparison using getTime()
• Booleans: Boolean comparison
• Null/undefined: Placed at the end (nulls last)

Examples:

const products = [
  { name: 'Laptop', price: 1200, rating: 4.5 },
  { name: 'Mouse', price: 25, rating: 4.8 },
  { name: 'Monitor', price: 450, rating: 4.2 },
];

filter(products, { price: { $lte: 1000 } }, { orderBy: 'price' });

filter(products, {}, {
  orderBy: [
    { field: 'rating', direction: 'desc' },
    { field: 'price', direction: 'asc' }
  ]
});

Performance Impact:

• Sorting is O(n log n) operation
• Applied only when orderBy is specified
• No performance impact when orderBy is not used
• Works efficiently with caching (different orderBy = different cache entry)

See Debug Mode Guide for complete documentation.

limit

Limit the number of results returned by the filter. The limit is applied after filtering and sorting, so you get the top N results after all processing.

Type: numberDefault: undefined (no limit)

filter(users, { active: true }, { limit: 10 });

Use Cases:

• Pagination and result limiting
• "Top N" queries (e.g., top 10 products)
• Performance optimization for large datasets
• Preview/sample data display
• Rate limiting and quotas

Basic Usage:

const users = [
  { name: 'Alice', age: 30 },
  { name: 'Bob', age: 25 },
  { name: 'Charlie', age: 35 },
  { name: 'David', age: 28 },
  { name: 'Eve', age: 32 },
];

filter(users, { age: { $gte: 25 } }, { limit: 3 });

Combining with Sorting:

Get the top N results by combining limit with orderBy:

filter(products, { category: 'Electronics' }, {
  orderBy: { field: 'price', direction: 'desc' },
  limit: 5
});

filter(users, { active: true }, {
  orderBy: [
    { field: 'score', direction: 'desc' },
    { field: 'createdAt', direction: 'asc' }
  ],
  limit: 10
});

Special Values:

• undefined or omitted: No limit (returns all matching results)
• 0: No limit (returns all matching results)
• Negative numbers: No limit (returns all matching results)
• Positive numbers: Returns at most N results

Examples:

filter(users, { active: true }, { limit: 0 });

filter(users, { active: true }, { limit: -5 });

filter(users, { active: true });

filter(users, { active: true }, { limit: 100 });

Top N Queries:

Get top performers, highest scores, most recent items, etc.:

filter(students, {}, {
  orderBy: { field: 'grade', direction: 'desc' },
  limit: 10
});

filter(posts, { published: true }, {
  orderBy: { field: 'createdAt', direction: 'desc' },
  limit: 20
});

filter(products, { category: 'Electronics', inStock: true }, {
  orderBy: [
    { field: 'rating', direction: 'desc' },
    { field: 'price', direction: 'asc' }
  ],
  limit: 5
});

Pagination Pattern:

While limit doesn't support offset directly, you can implement pagination by filtering in chunks:

const pageSize = 10;

const allResults = filter(users, { active: true }, {
  orderBy: 'createdAt'
});

const page1 = allResults.slice(0, pageSize);
const page2 = allResults.slice(pageSize, pageSize * 2);
const page3 = allResults.slice(pageSize * 2, pageSize * 3);

Or use lazy evaluation for memory efficiency:

import { filterLazy, take, toArray } from '@mcabreradev/filter';

const resultsIterator = filterLazy(users, { active: true });
const limitedResults = toArray(take(resultsIterator, 10));

Performance Impact:

• limit is applied after filtering and sorting
• Reduces memory usage when only subset of results needed
• No performance gain for filtering itself (all items still evaluated)
• Fastest when combined with lazy evaluation for early exit

Combining with Caching:

Limit works with caching - different limits create different cache entries:

filter(users, { active: true }, {
  limit: 10,
  enableCache: true
});

filter(users, { active: true }, {
  limit: 20,
  enableCache: true
});

Order of Operations:

Understanding how limit interacts with other options:

1. Filtering - Apply expression to all items
2. Sorting - Apply orderBy if specified
3. Limiting - Apply limit to get top N results

const result = filter(products, { category: 'Electronics' }, {
  orderBy: { field: 'price', direction: 'desc' },
  limit: 5
});

Best Practices:

filter(users, { active: true }, {
  orderBy: 'name',
  limit: 100
});

filter(users, { active: true }, { limit: 0 });

import { filterLazy, take } from '@mcabreradev/filter';
const result = take(filterLazy(hugeDataset, expression), 1000);

const pageSize = 20;
filter(users, expression, {
  orderBy: 'createdAt',
  limit: pageSize,
  enableCache: true
});

verbose

Show additional details in debug output (only works with debug: true).

Type: booleanDefault: false

filter(users, expression, {
  debug: true,
  verbose: true
});

showTimings

Display execution time for each node in debug tree (only works with debug: true).

Type: booleanDefault: false

filter(users, expression, {
  debug: true,
  showTimings: true
});

colorize

Use ANSI colors in debug output for better readability (only works with debug: true).

Type: booleanDefault: false

filter(users, expression, {
  debug: true,
  colorize: true
});

customComparator

Provide custom comparison logic for string matching.

Type: (actual: unknown, expected: unknown) => booleanDefault: Case-insensitive substring matching

filter(data, expression, {
  customComparator: (actual, expected) => {
    return String(actual) === String(expected);
  }
});

Use Cases:

• Custom string comparison logic
• Locale-specific comparisons
• Special matching rules
• Domain-specific equality

Examples:

filter(users, 'alice', {
  customComparator: (actual, expected) => {
    return String(actual).toLowerCase() === String(expected).toLowerCase();
  }
});

Advanced Comparator:

filter(products, 'widget', {
  customComparator: (actual, expected) => {
    const actualStr = String(actual).toLowerCase().trim();
    const expectedStr = String(expected).toLowerCase().trim();

    return actualStr.includes(expectedStr) ||
           expectedStr.includes(actualStr);
  }
});

Configuration Methods

Per-Filter Configuration

Pass options to individual filter calls:

filter(users, expression, {
  caseSensitive: true,
  maxDepth: 5,
  enableCache: true
});

Configuration Builder

Use the configuration builder for reusable configs:

import { createFilterConfig } from '@mcabreradev/filter';

const config = createFilterConfig({
  caseSensitive: true,
  enableCache: true,
  maxDepth: 4
});

filter(users, expression, config);

Merging Configurations

Merge multiple configurations:

import { mergeConfig } from '@mcabreradev/filter';

const baseConfig = { caseSensitive: true };
const cacheConfig = { enableCache: true };

const merged = mergeConfig(baseConfig, cacheConfig);

Real-World Examples

Case-Sensitive Code Matching

const products = [
  { sku: 'PRD-001' },
  { sku: 'prd-001' },
];

filter(products, { sku: 'PRD-001' }, {
  caseSensitive: true
});

Deep Object Filtering

interface Organization {
  department: {
    team: {
      lead: {
        name: string;
      };
    };
  };
}

filter(orgs, {
  department: {
    team: {
      lead: {
        name: 'Alice'
      }
    }
  }
}, {
  maxDepth: 4
});

High-Performance Dashboard

const dashboardConfig = {
  enableCache: true,
  caseSensitive: false,
  maxDepth: 3
};

const activeUsers = filter(users, { status: 'active' }, dashboardConfig);
const premiumUsers = filter(users, { premium: true }, dashboardConfig);

Custom Fuzzy Matching

filter(products, 'laptop', {
  customComparator: (actual, expected) => {
    const actualStr = String(actual).toLowerCase();
    const expectedStr = String(expected).toLowerCase();

    const distance = levenshteinDistance(actualStr, expectedStr);
    return distance <= 2;
  }
});

Configuration Patterns

Development vs Production

const config = {
  enableCache: process.env.NODE_ENV === 'production',
  caseSensitive: false,
  maxDepth: 3
};

filter(data, expression, config);

Feature Flags

const config = {
  enableCache: featureFlags.caching,
  caseSensitive: featureFlags.strictMatching,
  maxDepth: featureFlags.deepSearch ? 5 : 3
};

User Preferences

const getUserConfig = (preferences) => ({
  caseSensitive: preferences.exactMatch,
  enableCache: preferences.performanceMode,
  maxDepth: preferences.searchDepth || 3
});

filter(data, expression, getUserConfig(userPreferences));

Performance Guidelines

When to Enable Caching

Enable caching when:

• Filtering the same data repeatedly
• Using identical expressions multiple times
• Performance is critical
• Working with large datasets

Don't enable caching when:

• Expressions change frequently
• Memory is constrained
• Filtering small datasets
• One-time queries

Optimal maxDepth

Use Case	Recommended maxDepth
Flat objects	1
Simple nesting	2-3 (default)
Complex structures	4-5
Very deep nesting	6+ (use sparingly)

caseSensitive Impact

• Case-insensitive (default): Slightly slower but more flexible
• Case-sensitive: Faster but stricter matching

Best Practices

1. Use Sensible Defaults

const defaultConfig = {
  caseSensitive: false,
  maxDepth: 3,
  enableCache: false
};

2. Enable Caching for Repeated Queries

const config = { enableCache: true };

setInterval(() => {
  const active = filter(users, { status: 'active' }, config);
  updateDashboard(active);
}, 1000);

3. Adjust maxDepth Based on Data

const shallowConfig = { maxDepth: 2 };
const deepConfig = { maxDepth: 5 };

filter(simpleData, expression, shallowConfig);
filter(complexData, expression, deepConfig);

4. Document Custom Comparators

const fuzzyComparator = (actual, expected) => {
  return similarity(actual, expected) > 0.8;
};

filter(data, expression, {
  customComparator: fuzzyComparator
});

5. Clear Cache Periodically

import { clearFilterCache } from '@mcabreradev/filter';

setInterval(() => {
  clearFilterCache();
}, 60000);

TypeScript Support

Full type safety for configuration:

import type { FilterOptions } from '@mcabreradev/filter';

const config: FilterOptions = {
  caseSensitive: true,
  maxDepth: 4,
  enableCache: true,
  customComparator: (a, b) => String(a) === String(b)
};

filter(users, expression, config);

Troubleshooting

Nested Properties Not Matching

Increase maxDepth:

filter(data, expression, { maxDepth: 5 });

Case Sensitivity Issues

Check caseSensitive setting:

filter(users, 'Alice', { caseSensitive: false });

Performance Problems

Enable caching:

filter(data, expression, { enableCache: true });

Custom Comparator Not Working

Verify comparator signature:

const comparator = (actual: unknown, expected: unknown): boolean => {
  return String(actual) === String(expected);
};

filter(data, expression, { customComparator: comparator });

Advanced Configuration

Combining All Options

const advancedConfig = {
  caseSensitive: true,
  maxDepth: 5,
  enableCache: true,
  customComparator: (actual, expected) => {
    if (typeof actual === 'string' && typeof expected === 'string') {
      return actual.localeCompare(expected, 'en', { sensitivity: 'base' }) === 0;
    }
    return actual === expected;
  }
};

filter(data, expression, advancedConfig);

Environment-Based Configuration

const getConfig = (): FilterOptions => {
  const env = process.env.NODE_ENV;

  return {
    caseSensitive: env === 'production',
    maxDepth: env === 'development' ? 5 : 3,
    enableCache: env === 'production',
  };
};

filter(data, expression, getConfig());

See Also

• Memoization - Caching and performance
• Nested Objects - maxDepth usage
• Wildcards - Case sensitivity
• Performance Benchmarks - Optimization tips