VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization
https://doi.org/10.1111/cgf.14300
You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
25 lines
683 B
25 lines
683 B
#!/usr/bin/env python
|
|
import sys
|
|
import pandas as pd
|
|
import pymongo
|
|
import json
|
|
import os
|
|
|
|
|
|
def import_content(filepath):
|
|
mng_client = pymongo.MongoClient('localhost', 27017)
|
|
mng_db = mng_client['mydb']
|
|
#collection_name = 'StanceCTest'
|
|
collection_name = 'IrisCBin'
|
|
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.drop()
|
|
db_cm.insert_many(data_json)
|
|
|
|
if __name__ == "__main__":
|
|
filepath = '/Users/anchaa/Documents/Research/VisEvol_code/extra_data_sets/iris.csv'
|
|
import_content(filepath) |