Store Pandas dataframe content into MongoDb

pandas_to_mongodb.py

from pymongo import MongoClient 
from odo import odo
import pandas as pd

# open connection
connection = MongoClient()

# pandas df creation
DF = pd.DataFrame({'A': [1,2,3,4,5,6,7], 'B':[10,20,30,40,50,60,70]})
# database connection
db = connection.<database>

# insert df into mongo <table> 
odo(DF, db.<table>)

what is DF in line 13 ?

DF is a Pandas Dataframe. Yes, I am going to modify my snippet. Thank you.

sorry just found this thread from google search. looks like odo doesn't support the latest pandas? getting
*** ImportError: cannot import name 'tslib' from 'pandas'

Sorry because answering so late. I didn't know about that. When I created my snippet I tested it with a previous version of Pandas (I cannot remember which one) and it worked. If I am honest, I don't have used odo library yet. Maybe I should check it and/or at least including a list of requeriments with libraries and their respective versions. Thanks

Thanks for the response. I found a solution that worked out for me:

To save:

mongo_dict = json.loads(df.T.to_json())
mongo.db.collection_name.save(mongo_dict)

To load:

mongo_dict = mongo.db.collection_name.find_one({"_id": id})
df= pd.DataFrame.from_dict(mongo_dict, orient='index')

Thank you very much. Interesting.

data='some example dataframe'
data.reset_index(inplace=True)
data_dict = data.to_dict("records")
# Insert collection
collection.insert_many(data_dict)

So simple. Thank you very much.