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$split (aggregation)
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New in version 3.4.
Definition
$split-
Divides a string into an array of substrings based on a delimiter.
$splitremoves the delimiter and returns the resulting substrings as elements of an array. If the delimiter is not found in the string,$splitreturns the original string as the only element of an array.$splithas the following operator expression syntax:{ $split: [ <string expression>, <delimiter> ] }Field Type Description string expressionstring The string to be split. string expressioncan be any valid expression as long as it resolves to a string. For more information on expressions, see Expressions.delimiterstring The delimiter to use when splitting the string expression. delimitercan be any valid expression as long as it resolves to a string.
Behavior
The $split operator returns an array. The <string expression> and <delimiter> inputs must both be strings. Otherwise, the operation fails with an error.
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{ $split: [ "headphone jack", 7 ] } |
Errors with message:
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{ $split: [ "headphone jack", /jack/ ] } |
Errors with message:
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Example
A collection named deliveries contains the following documents:
{ "_id" : 1, "city" : "Berkeley, CA", "qty" : 648 }
{ "_id" : 2, "city" : "Bend, OR", "qty" : 491 }
{ "_id" : 3, "city" : "Kensington, CA", "qty" : 233 }
{ "_id" : 4, "city" : "Eugene, OR", "qty" : 842 }
{ "_id" : 5, "city" : "Reno, NV", "qty" : 655 }
{ "_id" : 6, "city" : "Portland, OR", "qty" : 408 }
{ "_id" : 7, "city" : "Sacramento, CA", "qty" : 574 }
The goal of following aggregation operation is to find the total quantity of deliveries for each state and sort the list in descending order. It has five pipeline stages:
- The
$projectstage produces documents with two fields,qty(integer) andcity_state(array). The$splitoperator creates an array of strings by splitting thecityfield, using a space (" ") as a delimiter. - The
$unwindstage creates a separate record for each element in thecity_statefield. - The
$matchstage uses a regular expression to filter out the city documents, leaving only those containing a state. - The
$groupstage groups all the states together and sums theqtyfield. - The
$sortstage sorts the results bytotal_qtyin descending order.
db.deliveries.aggregate([
{ $project : { city_state : { $split: ["$city", ", "] }, qty : 1 } },
{ $unwind : "$city_state" },
{ $match : { city_state : /[A-Z]{2}/ } },
{ $group : { _id: { "state" : "$city_state" }, total_qty : { "$sum" : "$qty" } } },
{ $sort : { total_qty : -1 } }
]);
The operation returns the following results:
{ "_id" : { "state" : "OR" }, "total_qty" : 1741 }
{ "_id" : { "state" : "CA" }, "total_qty" : 1455 }
{ "_id" : { "state" : "NV" }, "total_qty" : 655 }