[Python] Pandas DataFrame to List of Dictionaries

I have the following DataFrame:


customer item1 item2 item3
1 apple milk tomato
2 water orange potato
3 juice mango chips


which I want to translate it to list of dictionaries per row

rows = [
{
'customer': 1,
'item1': 'apple',
'item2': 'milk',
'item3': 'tomato'
}, {
'customer': 2,
'item1':
'water',
'item2': 'orange',
'item3': 'potato'
}, {
'customer': 3,
'item1': 'juice',
'item2': 'mango',
'item3': 'chips'
}
]

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