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@mprajwala

mprajwala/import_csv_to_mongo

Last active July 23, 2023 20:07
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Store CSV data into mongodb using python pandas
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import_csv_to_mongo
#!/usr/bin/env python
import sys
import pandas as pd
import pymongo
import json
def import_content(filepath):
mng_client = pymongo.MongoClient('localhost', 27017)
mng_db = mng_client['mongodb_name'] // Replace mongo db name
collection_name = 'collection_name' // Replace mongo db collection name
db_cm = mng_db[collection_name]
cdir = os.path.dirname(__file__)
file_res = os.path.join(cdir, filepath)
data = pd.read_csv(file_res)
data_json = json.loads(data.to_json(orient='records'))
db_cm.remove()
db_cm.insert(data_json)
if __name__ == "__main__":
filepath = '/path/to/csv/path' // pass csv file path
import_content(filepath)
@hakymulla
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I need help to load data into mongo database with collection creation from worksheet which contain multiple excel sheets

you can read a sheet with pandas with the sheet_name att.
df = pd.read_excel('my_excel.xlsx', sheet_name='Sheet 1')

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