Services or capabilities described in AWS documentation might vary by Region. To see the differences applicable to the AWS European Sovereign Cloud Region, see the AWS European Sovereign Cloud User Guide.$isNumber
New from version 8.0.1.
The $isNumber operator in Amazon DocumentDB returns a boolean indicating whether a given expression resolves to a numeric type (integer, decimal, double, long).
Note that arrays are not considered numeric, even if all elements in the array are numbers. For example,
$isNumber applied to the value [1, 2, 3] returns false.
Parameters
Example (MongoDB Shell)
The following example demonstrates how to use the $isNumber operator to check whether field values are numeric.
Create sample documents
db.data.insertMany([
{_id: 1, value: 42},
{_id: 2, value: "hello"},
{_id: 3, value: 3.14},
{_id: 4, value: null}
]);
Query example
db.data.aggregate([
{ $project: { isNum: { $isNumber: "$value" } } }
]);
Output
[
{_id: 1, isNum: true},
{_id: 2, isNum: false},
{_id: 3, isNum: true},
{_id: 4, isNum: false}
]
Code examples
To view a code example for using the $isNumber operator, choose the tab for the language that you want to use:
- Node.js
-
const { MongoClient } = require('mongodb');
async function example() {
const client = new MongoClient('mongodb://<username>:<password>@<cluster-endpoint>:27017/?tls=true&tlsCAFile=global-bundle.pem&replicaSet=rs0&readPreference=secondaryPreferred&retryWrites=false');
try {
await client.connect();
const db = client.db('test');
const collection = db.collection('data');
const result = await collection.aggregate([
{ $project: { isNum: { $isNumber: "$value" } } }
]).toArray();
console.log(result);
} finally {
await client.close();
}
}
example();
- Python
-
from pymongo import MongoClient
def example():
client = MongoClient('mongodb://<username>:<password>@<cluster-endpoint>:27017/?tls=true&tlsCAFile=global-bundle.pem&replicaSet=rs0&readPreference=secondaryPreferred&retryWrites=false')
try:
db = client['test']
collection = db['data']
result = list(collection.aggregate([
{'$project': {'isNum': {'$isNumber': '$value'}}}
]))
print(result)
finally:
client.close()
example()