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Project description
MongoDf
A mongoDB to pandas DataFrame converter with a pandas filter style.
Install
pip install mongodf
Filter Example
import mongodf
import pymongo
mongo = pymongo.MongoClient("mongodb://mongo:27017")
# create a dataframe from a mongoDB collection
df = mongodf.from_mongo(mongo, "DB", "Collection")
# filter values
df = df[(df["colA"] == "Test") & (df.ColB.isin([1, 2]))]
# filter columns
df = df[["colA", "colC"]]
# compute a pandas.DataFrame
df.compute()
colA | colC | |
---|---|---|
0 | Test | NaN |
1 | Test | 12 |
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