object-scan

Object-Scan

Find keys in object hierarchies using wildcard and regex matching and callbacks.

Install

Install with npm:

$ npm install --save object-scan

Usage

const objectScan = require('object-scan');

const haystack = { a: { b: { c: 'd' }, e: { f: 'g' } } };
objectScan(['a.*.f'], { joined: true })(haystack);
// => [ 'a.e.f' ]

Features

• Input traversed exactly once during search
• Dependency free, small in size and very performant
• Separate Object and Array matching
• Wildcard and Regex matching
• Arbitrary depth matching
• Or-clause Syntax
• Exclusion Matching
• Full support for escaping
• Results returned in "delete-safe" order
• Search syntax checked for correctness
• Lots of tests to ensure correctness

Matching

Matching is based on the property accessor syntax with some notable extensions.

Array

Rectangular brackets for array path matching.

Examples:

['[2]'] (exact in array)

const haystack = [0, 1, 2, 3, 4];
objectScan(['[2]'], { joined: true })(haystack);
// => [ '[2]' ]

['[2]'] (no match in object)

const haystack = { 0: 'a', 1: 'b', 2: 'c' };
objectScan(['[2]'], { joined: true })(haystack);
// => []

Object

Property name for object property matching.

Examples:

['foo'] (exact in object)

const haystack = { foo: 0, bar: 1 };
objectScan(['foo'], { joined: true })(haystack);
// => [ 'foo' ]

['1'] (no match in array)

const haystack = [0, 1, 2, 3, 4];
objectScan(['1'], { joined: true })(haystack);
// => []

Wildcard

The following characters have special meaning when not escaped:

• *: Match zero or more character
• +: Match one or more character
• ?: Match exactly one character
• \: Escape the subsequent character

Wildcards can be used with Array and Object selector.

Examples:

['*'] (top level)

const haystack = { a: { b: 0, c: 1 }, d: 2 };
objectScan(['*'], { joined: true })(haystack);
// => [ 'd', 'a' ]

['[?5]'] (two digit ending in five)

const haystack = [...Array(30).keys()];
objectScan(['[?5]'], { joined: true })(haystack);
// => [ '[25]', '[15]' ]

['a.+.c'] (nested)

const haystack = { a: { b: { c: 0 }, d: { f: 0 } } };
objectScan(['a.+.c'], { joined: true })(haystack);
// => [ 'a.b.c' ]

['a.\\+.c'] (escaped)

const haystack = { a: { b: { c: 0 }, '+': { c: 0 } } };
objectScan(['a.\\+.c'], { joined: true })(haystack);
// => [ 'a.\\+.c' ]

Regex

Regex are defined by using parentheses.

Can be used with Array and Object selector.

Examples:

['(^foo)'] (starting with `foo`)

const haystack = { foo: 0, foobar: 1, bar: 2 };
objectScan(['(^foo)'], { joined: true })(haystack);
// => [ 'foobar', 'foo' ]

['[(5)]'] (containing `5`)

const haystack = [...Array(20).keys()];
objectScan(['[(5)]'], { joined: true })(haystack);
// => [ '[15]', '[5]' ]

['[(^[01]$)]'] (`[0]` and `[1]`)

const haystack = ['a', 'b', 'c', 'd'];
objectScan(['[(^[01]$)]'], { joined: true })(haystack);
// => [ '[1]', '[0]' ]

['[(^[^01]$)]'] (other than `[0]` and `[1]`)

const haystack = ['a', 'b', 'c', 'd'];
objectScan(['[(^[^01]$)]'], { joined: true })(haystack);
// => [ '[3]', '[2]' ]

['[*]', '[!(^[01]$)]'] (match all and exclude `[0]` and `[1]`)

const haystack = ['a', 'b', 'c', 'd'];
objectScan(['[*]', '[!(^[01]$)]'], { joined: true })(haystack);
// => [ '[3]', '[2]' ]

Arbitrary Depth

There are two types of arbitrary depth matching:

• **: Matches zero or more nestings
• ++: Matches one or more nestings

Recursions can be combined with a regex by appending the regex.

Examples:

['a.**'] (zero or more nestings under `a`)

const haystack = { a: { b: 0, c: 0 } };
objectScan(['a.**'], { joined: true })(haystack);
// => [ 'a.c', 'a.b', 'a' ]

['a.++'] (one or more nestings under `a`)

const haystack = { a: { b: 0, c: 0 } };
objectScan(['a.++'], { joined: true })(haystack);
// => [ 'a.c', 'a.b' ]

['**(1)'] (all containing `1`)

const haystack = { 0: { 1: ['a', 'b'] }, 1: { 1: ['c', 'd'] } };
objectScan(['**(1)'], { joined: true })(haystack);
// => [ '1.1[1]', '1.1', '1' ]

Or Clause

Or Clauses are defined by using curley brackets.

Can be used with Array and Object selector.

Examples:

['[{0,1}]'] (`[0]` and `[1]`)

const haystack = ['a', 'b', 'c', 'd'];
objectScan(['[{0,1}]'], { joined: true })(haystack);
// => [ '[1]', '[0]' ]

['{a,d}.{b,f}'] (`a.b`, `a.f`, `d.b` and `d.f`)

const haystack = { a: { b: 0, c: 1 }, d: { e: 2, f: 3 } };
objectScan(['{a,d}.{b,f}'], { joined: true })(haystack);
// => [ 'd.f', 'a.b' ]

Exclusion

To exclude a path, use exclamation mark.

Examples:

['{a,b},!a'] (only `b`)

const haystack = { a: 0, b: 1 };
objectScan(['{a,b},!a'], {
  joined: true,
  strict: false
})(haystack);
// => [ 'b' ]

['**,!**.a'] (all except ending in `a`)

const haystack = { a: 0, b: { a: 1, c: 2 } };
objectScan(['**,!**.a'], { joined: true })(haystack);
// => [ 'b.c', 'b' ]

Escaping

The following characters are considered special and need to be escaped using \, if they should be matched in a key:
[, ], {, }, (, ), ,, ., !, ?, *, + and \.

Examples:

['\\[1\\]'] (special object key)

const haystack = { '[1]': 0 };
objectScan(['\\[1\\]'], { joined: true })(haystack);
// => [ '\\[1\\]' ]

Options

Signature of all callbacks is

Fn({
  key, value, parent, parents, isMatch, matchedBy, excludedBy, traversedBy, isCircular
  getKey, getValue, getParent, getParents, getIsMatch, getMatchedBy, getExcludedBy, getTraversedBy, getIsCircular
  context
})

where:

• key: key that callback is invoked for (respects joined option).
• value: value for key.
• parent: current parent.
• parents: array of form [parent, grandparent, ...].
• isMatch: true iff last targeting needle exists and is non-excluding.
• matchedBy: all non-excluding needles targeting key.
• excludedBy: all excluding needles targeting key.
• traversedBy: all needles involved in traversing key.
• isCircular: true iff value contained in parents
• getKey: function that returns key
• getValue: function that returns value
• getParent: function that returns parent
• getParents: function that returns parents
• getIsMatch: function that returns isMatch
• getMatchedBy: function that returns matchedBy
• getExcludedBy: function that returns excludedBy
• getTraversedBy: function that returns traversedBy
• getIsCircular: function that returns isCircular
• context: as passed into the search

Notes on Performance:

• Arguments backed by getters use Functions Getter and should be accessed via destructuring to prevent redundant computation.
• Getters should be used to improve performance for conditional access. E.g. if (isMatch) { getParents() ... }.
• For performance reasons, the same object is passed to all callbacks.

filterFn

Type: function
Default: undefined

If defined, this callback is invoked for every match. If false is returned, the current key is excluded from the result.

The return value of this callback has no effect when a search context is provided.

Can be used to do processing as matching keys are traversed.

Invoked in same order as matches would appear in result.

This method is conceptually similar to Array.filter().

Examples:

['**'] (filter function)

const haystack = { a: 0, b: 'bar' };
objectScan(['**'], {
  joined: true,
  filterFn: ({ value }) => typeof value === 'string'
})(haystack);
// => [ 'b' ]

breakFn

Type: function
Default: undefined

If defined, this callback is invoked for every key that is traversed by the search. If true is returned, all keys nested under the current key are skipped in the search and from the final result.

Note that breakFn is invoked before the corresponding filterFn might be invoked.

Examples:

['**'] (break function)

const haystack = { a: { b: { c: 0 }, d: { e: 1 }, f: 2 } };
objectScan(['**'], {
  joined: true,
  breakFn: ({ key }) => key === 'a.b'
})(haystack);
// => [ 'a.f', 'a.d.e', 'a.d', 'a.b', 'a' ]

joined

Type: boolean
Default: false

Keys are returned as a string when set to true instead of as a list.

Setting this option to true will negatively impact performance.

Note that _.get and _.set fully support lists.

Examples:

['[*]'] (joined)

const haystack = [0, 1, 2];
objectScan(['[*]'], { joined: true })(haystack);
// => [ '[2]', '[1]', '[0]' ]

['[*]'] (not joined)

const haystack = [0, 1, 2];
objectScan(['[*]'])(haystack);
// => [ [ 2 ], [ 1 ], [ 0 ] ]

useArraySelector

Type: boolean
Default: true

When set to false, no array selectors should be used in any needles and arrays are automatically traversed.

Note that the results still include the array selectors.

Examples:

['a', 'b.d'] (automatic array traversal)

const haystack = [{ a: 0 }, { b: [{ c: 1 }, { d: 2 }] }];
objectScan(['a', 'b.d'], {
  joined: true,
  useArraySelector: false
})(haystack);
// => [ '[1].b[1].d', '[0].a' ]

[''] (top level array matching)

const haystack = [{ a: 0 }, { b: 1 }];
objectScan([''], {
  joined: true,
  useArraySelector: false
})(haystack);
// => [ '[1]', '[0]' ]

strict

Type: boolean
Default: true

When set to true, errors are thrown when:

• a path is identical to a previous path
• a path invalidates a previous path
• a path contains consecutive recursions

Examples:

['a.b', 'a.b'] (identical)

const haystack = [];
objectScan(['a.b', 'a.b'], { joined: true })(haystack);
// => 'Error: Redundant Needle Target: "a.b" vs "a.b"'

['a.{b,b}'] (identical, same needle)

const haystack = [];
objectScan(['a.{b,b}'], { joined: true })(haystack);
// => 'Error: Redundant Needle Target: "a.{b,b}" vs "a.{b,b}"'

['a.b', 'a.**'] (invalidates previous)

const haystack = [];
objectScan(['a.b', 'a.**'], { joined: true })(haystack);
// => 'Error: Needle Target Invalidated: "a.b" by "a.**"'

['**.!**'] (consecutive recursion)

const haystack = [];
objectScan(['**.!**'], { joined: true })(haystack);
// => 'Error: Redundant Recursion: "**.!**"'

Search Context

A context can be passed into a search invocation as a second parameter. It is available in all callbacks and can be used to manage state across a search invocation without having to recompile the search.

By default all matched keys are returned from a search invocation. However, when it is not undefined, the context is returned instead.

Examples:

['**'] (last segments only)

const haystack = { a: { b: { c: 0, d: 1 }, e: 2 } };
objectScan(['**'], {
  filterFn: ({ key, context }) => { context.push(key[key.length - 1]); }
})(haystack, []);
// => [ 'e', 'd', 'c', 'b', 'a' ]

Examples

More extensive examples can be found in the tests.

['a.*.f'] (nested)

const haystack = { a: { b: { c: 'd' }, e: { f: 'g' }, h: ['i', 'j'] }, k: 'l' };
objectScan(['a.*.f'], { joined: true })(haystack);
// => [ 'a.e.f' ]

['*.*.*'] (multiple nested)

const haystack = { a: { b: { c: 'd' }, e: { f: 'g' }, h: ['i', 'j'] }, k: 'l' };
objectScan(['*.*.*'], { joined: true })(haystack);
// => [ 'a.e.f', 'a.b.c' ]

['a.*.{c,f}'] (or filter)

const haystack = { a: { b: { c: 'd' }, e: { f: 'g' }, h: ['i', 'j'] }, k: 'l' };
objectScan(['a.*.{c,f}'], { joined: true })(haystack);
// => [ 'a.e.f', 'a.b.c' ]

['a.*.{c,f}'] (or filter, not joined)

const haystack = { a: { b: { c: 'd' }, e: { f: 'g' }, h: ['i', 'j'] }, k: 'l' };
objectScan(['a.*.{c,f}'])(haystack);
// => [ [ 'a', 'e', 'f' ], [ 'a', 'b', 'c' ] ]

['*.*[*]'] (list filter)

const haystack = { a: { b: { c: 'd' }, e: { f: 'g' }, h: ['i', 'j'] }, k: 'l' };
objectScan(['*.*[*]'], { joined: true })(haystack);
// => [ 'a.h[1]', 'a.h[0]' ]

['*[*]'] (list filter, unmatched)

const haystack = { a: { b: { c: 'd' }, e: { f: 'g' }, h: ['i', 'j'] }, k: 'l' };
objectScan(['*[*]'], { joined: true })(haystack);
// => []

['**'] (star recursion)

const haystack = { a: { b: { c: 'd' }, e: { f: 'g' }, h: ['i', 'j'] }, k: 'l' };
objectScan(['**'], { joined: true })(haystack);
// => [ 'k', 'a.h[1]', 'a.h[0]', 'a.h', 'a.e.f', 'a.e', 'a.b.c', 'a.b', 'a' ]

['++.++'] (plus recursion)

const haystack = { a: { b: { c: 'd' }, e: { f: 'g' }, h: ['i', 'j'] }, k: 'l' };
objectScan(['++.++'], { joined: true })(haystack);
// => [ 'a.h[1]', 'a.h[0]', 'a.h', 'a.e.f', 'a.e', 'a.b.c', 'a.b' ]

['**.f'] (star recursion ending in f)

const haystack = { a: { b: { c: 'd' }, e: { f: 'g' }, h: ['i', 'j'] }, k: 'l' };
objectScan(['**.f'], { joined: true })(haystack);
// => [ 'a.e.f' ]

['**[*]'] (star recursion ending in array)

const haystack = { a: { b: { c: 'd' }, e: { f: 'g' }, h: ['i', 'j'] }, k: 'l' };
objectScan(['**[*]'], { joined: true })(haystack);
// => [ 'a.h[1]', 'a.h[0]' ]

['a.*,!a.e'] (exclusion filter)

const haystack = { a: { b: { c: 'd' }, e: { f: 'g' }, h: ['i', 'j'] }, k: 'l' };
objectScan(['a.*,!a.e'], { joined: true })(haystack);
// => [ 'a.h', 'a.b' ]

['**.(^[bc]$)'] (regex matching)

const haystack = { a: { b: { c: 'd' }, e: { f: 'g' }, h: ['i', 'j'] }, k: 'l' };
objectScan(['**.(^[bc]$)'], { joined: true })(haystack);
// => [ 'a.b.c', 'a.b' ]

Edge Cases

The top level object(s) are matched by the empty needle "". Useful for matching objects nested in arrays by setting useArraySelector to false. Note that the empty string does not work with _.get and _.set.

Internals

Conceptually this package works as follows:

1. During initialization the needles are parsed and built into a search tree. Various information is pre-computed and stored for every node. Finally the search function is returned.

2. When the search function is invoked, the input is traversed simultaneously with the relevant nodes of the search tree. Processing multiple search tree branches in parallel allows for a single traversal of the input.

Having a separate initialization stage allows for a performant search and significant speed ups when applying the same search to different input.