# \$1pull
<a name="pull"></a>

The `$pull` operator is used to remove from an array all instances of a value or values that match a specified condition. This operator is useful when you need to remove specific elements from an array field within a document.

**Parameters**
+ `field`: The name of the array field from which to remove the value(s).
+ `value`: The value or condition that determines which element(s) to remove from the array.

## Example (MongoDB Shell)
<a name="pull-examples"></a>

The following example demonstrates how to use the `$pull` operator to remove elements from an array field.

**Create sample documents**

```
db.restaurants.insertMany([
  {
    name: "Pizza Hut",
    cuisine: "Italian",
    features: ["Delivery", "Takeout", "Dine-in"]
  },
  {
    name: "Sushi Saito",
    cuisine: "Japanese",
    features: ["Dine-in", "Private Dining"]
  },
  {
    name: "Taco Bell",
    cuisine: "Mexican",
    features: ["Delivery", "Takeout", "Drive-thru"]
  }
])
```

**Query example**

```
db.restaurants.updateMany(
  { cuisine: "Italian" },
  { $pull: { features: "Takeout" } }
)
```

**Output**

```
{
  "acknowledged" : true,
  "matchedCount" : 1,
  "modifiedCount" : 1
}
```

The above query removes the "Takeout" feature from all documents where the `cuisine` field is "Italian".

## Code examples
<a name="pull-code"></a>

To view a code example for using the `$pull` command, choose the tab for the language that you want to use:

------
#### [ Node.js ]

```
const { MongoClient } = require('mongodb');

async function updateRestaurants() {
  const client = await MongoClient.connect('mongodb://<username>:<password>@<cluster-endpoint>:27017/?tls=true&tlsCAFile=global-bundle.pem&replicaSet=rs0&readPreference=secondaryPreferred&retryWrites=false');
  const db = client.db('test');
  const restaurants = db.collection('restaurants');

  await restaurants.updateMany(
    { cuisine: 'Italian' },
    { $pull: { features: 'Takeout' } }
  );

  const updatedRestaurants = await restaurants.find({}).toArray();
  console.log(updatedRestaurants);

  await client.close();
}

updateRestaurants();
```

------
#### [ Python ]

```
from pymongo import MongoClient

def update_restaurants():
    client = MongoClient('mongodb://<username>:<password>@<cluster-endpoint>:27017/?tls=true&tlsCAFile=global-bundle.pem&replicaSet=rs0&readPreference=secondaryPreferred&retryWrites=false')
    db = client.test
    restaurants = db.restaurants

    result = restaurants.update_many(
        { 'cuisine': 'Italian' },
        { '$pull': { 'features': 'Takeout' } }
    )

    updated_restaurants = list(restaurants.find({}))
    print(updated_restaurants)

    client.close()

update_restaurants()
```

------