$regex
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Note
This page describes regular expression search capabilities for
self-managed (non-Atlas) deployments. For data hosted on MongoDB
Atlas, MongoDB offers an improved full-text search solution,
Atlas Search, which has its own $regex
operator. To learn more, see $regex
in the Atlas Search documentation.
Definition
Compatibility
You can use $regex
for deployments hosted in the following
environments:
MongoDB Atlas: The fully managed service for MongoDB deployments in the cloud
MongoDB Enterprise: The subscription-based, self-managed version of MongoDB
MongoDB Community: The source-available, free-to-use, and self-managed version of MongoDB
Syntax
To use $regex
, use one of the following syntaxes:
{ <field>: { $regex: /pattern/, $options: '<options>' } } { "<field>": { "$regex": "pattern", "$options": "<options>" } } { <field>: { $regex: /pattern/<options> } }
Note
To use $regex
with mongodump
, you must enclose the query
document in single quotes ('{ ... }') to ensure that it does not interact
with your shell environment.
The query document must be in Extended JSON v2 format (either relaxed or canonical/strict mode), which includes enclosing the field names and operators in quotes. For example:
mongodump -d=sample_mflix -c=movies -q='{"year": {"$regex": "20"}}'
In MongoDB, you can also use regular expression objects (i.e.
/pattern/
) to specify regular expressions:
{ <field>: /pattern/<options> }
For restrictions on particular syntax use, see $regex vs. /pattern/ Syntax.
The following <options>
are available for use with regular
expression.
Option | Description | Syntax Restrictions |
---|---|---|
i | Case insensitivity to match upper and lower cases. For an
example, see Perform Case-Insensitive Regular Expression Match. | |
m | For patterns that include anchors (i.e. If the pattern contains no anchors or if the string value has
no newline characters (e.g. | |
x | "Extended" capability to ignore all white space characters in
the Additionally, it ignores characters in-between and including
an un-escaped hash/pound ( The | Requires $regex with $options syntax |
s | Allows the dot character (i.e. . ) to match all
characters including newline characters. For an example,
see Use the . Dot Character to Match New Line. | Requires $regex with $options syntax |
Note
The $regex
operator does not support the global search
modifier g
.
Behavior
$regex vs. /pattern/ Syntax
$in
Expressions
To include a regular expression in an $in
query expression, you can
only use JavaScript regular expression objects (i.e. /pattern/
). For example:
{ name: { $in: [ /^acme/i, /^ack/ ] } }
You cannot use $regex
operator expressions inside an
$in
operator.
Implicit AND
Conditions for the Field
To include a regular expression in a comma-separated list of query
conditions for the field, use the $regex
operator. For example:
{ name: { $regex: /acme.*corp/i, $nin: [ 'acmeblahcorp' ] } } { name: { $regex: /acme.*corp/, $options: 'i', $nin: [ 'acmeblahcorp' ] } } { name: { $regex: 'acme.*corp', $options: 'i', $nin: [ 'acmeblahcorp' ] } }
x
and s
Options
To use either the x
option or s
options, you must use the
$regex
operator expression with the $options
operator. For example, to specify the i
and the s
options, you
must use $options
for both:
{ name: { $regex: /acme.*corp/, $options: "si" } } { name: { $regex: 'acme.*corp', $options: "si" } }
PCRE vs JavaScript
To use PCRE supported features in a regular expression that aren't
supported in JavaScript, you must use the $regex
operator and
specify the regular expression as a string.
To match case-insensitive strings:
"(?i)"
begins a case-insensitive match."(?-i)"
ends a case-insensitive match.
For example, the regular expression "(?i)a(?-i)cme"
matches strings
that:
Begin with
"a"
or"A"
. This is a case-insensitive match.End with
"cme"
. This is a case-sensitive match.
These strings match the example regular expression:
"acme"
"Acme"
The following example uses the $regex
operator to find name
field strings that match the regular expression "(?i)a(?-i)cme"
:
{ name: { $regex: "(?i)a(?-i)cme" } }
$regex
and $not
The $not
operator can perform logical NOT
operation on both:
Regular expression objects (i.e.
/pattern/
)For example:
db.inventory.find( { item: { $not: /^p.*/ } } ) $regex
operator expressionsFor example:
db.inventory.find( { item: { $not: { $regex: "^p.*" } } } ) db.inventory.find( { item: { $not: { $regex: /^p.*/ } } } )
In 4.0.6 and earlier, you could use $not
operator with regular
expression objects (i.e. /pattern/
) but not with $regex
operator expressions.
Index Use
Index use and performance for $regex
queries varies depending on
whether the query is case-sensitive or case-insensitive.
Case-Sensitive Queries
For case sensitive regular expression queries, if an index exists for the field, then MongoDB matches the regular expression against the values in the index, which can be faster than a collection scan.
Further optimization can occur if the regular expression is a "prefix expression", which means that all potential matches start with the same string. This allows MongoDB to construct a "range" from that prefix and only match against those values from the index that fall within that range.
A regular expression is a "prefix expression" if it starts with a caret
(^
) or a left anchor (\A
), followed by a string of simple
symbols. For example, the regex /^abc.*/
will be optimized by
matching only against the values from the index that start with abc
.
Additionally, while /^a/
, /^a.*/
, and /^a.*$/
match
equivalent strings, they have different performance characteristics.
All of these expressions use an index if an appropriate index
exists; however, /^a.*/
, and /^a.*$/
are slower. /^a/
can stop scanning after matching the prefix.
Case-Insensitive Queries
Case-insensitive indexes typically do not improve performance for
$regex
queries. The $regex
implementation is not
collation-aware and cannot utilize case-insensitive indexes efficiently.
Examples
The examples in this section use the following products
collection:
db.products.insertMany( [ { _id: 100, sku: "abc123", description: "Single line description." }, { _id: 101, sku: "abc789", description: "First line\nSecond line" }, { _id: 102, sku: "xyz456", description: "Many spaces before line" }, { _id: 103, sku: "xyz789", description: "Multiple\nline description" }, { _id: 104, sku: "Abc789", description: "SKU starts with A" } ] )
Perform a LIKE
Match
The following example matches all documents where the sku
field is
like "%789"
:
db.products.find( { sku: { $regex: /789$/ } } )
The example is analogous to the following SQL LIKE statement:
SELECT * FROM products WHERE sku like "%789";
Example output:
[ { _id: 101, sku: 'abc789', description: 'First line\nSecond line' }, { _id: 103, sku: 'xyz789', description: 'Multiple\nline description' }, { _id: 104, sku: 'Abc789', description: 'SKU starts with A' } ]
Perform Case-Insensitive Regular Expression Match
The following example uses the i
option perform a
case-insensitive match for documents with sku
value that starts
with ABC
.
db.products.find( { sku: { $regex: /^ABC/i } } )
Example output:
[ { _id: 100, sku: 'abc123', description: 'Single line description.' }, { _id: 101, sku: 'abc789', description: 'First line\nSecond line' }, { _id: 104, sku: 'Abc789', description: 'SKU starts with A' } ]
Multiline Match for Lines Starting with Specified Pattern
The following example uses the m
option to match lines starting
with the letter S
for multiline strings:
db.products.find( { description: { $regex: /^S/, $options: 'm' } } )
Example output:
[ { _id: 100, sku: 'abc123', description: 'Single line description.' }, { _id: 101, sku: 'abc789', description: 'First line\nSecond line' }, { _id: 104, sku: 'Abc789', description: 'SKU starts with A' } ]
Without the m
option, the example output is:
[ { _id: 100, sku: 'abc123', description: 'Single line description.' }, { _id: 104, sku: 'Abc789', description: 'SKU starts with A' } ]
If the $regex
pattern does not contain an anchor, the pattern
matches against the string as a whole, as in the following example:
db.products.find( { description: { $regex: /S/ } } )
Example output:
[ { _id: 100, sku: 'abc123', description: 'Single line description.' }, { _id: 101, sku: 'abc789', description: 'First line\nSecond line' }, { _id: 104, sku: 'Abc789', description: 'SKU starts with A' } ]
Use the .
Dot Character to Match New Line
The following example uses the s
option to allow the dot
character (i.e. .
) to match all characters including new line as well as the
i
option to perform a case-insensitive match:
db.products.find( { description: { $regex: /m.*line/, $options: 'si' } } )
Example output:
[ { _id: 102, sku: 'xyz456', description: 'Many spaces before line' }, { _id: 103, sku: 'xyz789', description: 'Multiple\nline description' } ]
Without the s
option, the example output is:
[ { _id: 102, sku: 'xyz456', description: 'Many spaces before line' } ]
Ignore White Spaces in Pattern
The following example uses the x
option ignore white spaces and the
comments, denoted by the #
and ending with the \n
in the
matching pattern:
var pattern = "abc #category code\n123 #item number" db.products.find( { sku: { $regex: pattern, $options: "x" } } )
Example output:
[ { _id: 100, sku: 'abc123', description: 'Single line description.' } ]
Use a Regular Expression to Match Case in Strings
The following example uses the regular expression "(?i)a(?-i)bc"
to
match sku
field strings that contain:
"abc"
"Abc"
db.products.find( { sku: { $regex: "(?i)a(?-i)bc" } } )
Example output:
[ { _id: 100, sku: 'abc123', description: 'Single line description.' }, { _id: 101, sku: 'abc789', description: 'First line\nSecond line' }, { _id: 104, sku: 'Abc789', description: 'SKU starts with A' } ]