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import os
import pandas as pd
"""
Input:
- str path = directory to store the raw survey
- str surveyname = name of survey. must be a survey in the study_config
"""
class PullSurvey():
# Qualtrics API Token
apiToken = "giId4AaEUZa4PIHNI49TR1g4tzEs3zrm6GRcyVcr"
# Qualtrics User ID
userId = "UR_2sPkRisvCCNPi73"
# Qualtrics Response Export File Format
fileFormat = "csv"
# Qualtrics Data Center (defaulting to 'ca1' is fine)
dataCenter = "ca1"
def pull_qualtrics(self,path,survey_name):
from lib.experiment_specs import study_config
from lib.data_helpers import qualtricsapi2
# Get Responses in Progress and Completes
for sub_name, bool_str in {"Finished":"false","InProgress":"true"}.items():
qualtricsapi2.export_survey(apiToken=self.apiToken,
surveyId=study_config.surveys[survey_name]["QualtricsID"],
fileFormat=self.fileFormat,
dataCenter=self.dataCenter,
downloadDir = path,
exportResponsesInProgress=bool_str)
new_path = os.path.join(path,survey_name + sub_name + ".csv")
if os.path.isfile(new_path):
os.remove(new_path)
# get the new raw file name by matching it to the clean file name,after removing spaces and hyphens from raw file
old_file = []
for file in os.listdir(path):
matching_file = file.replace(" ","").replace("-","")
if (survey_name in matching_file) & \
("Finished" not in matching_file) &\
("InProgress" not in matching_file) &\
(survey_name+".csv" != matching_file):
old_file.append(file)
try:
assert len(old_file) == 1
except:
print(f" either 0 or more than one files with {survey_name} in file name in {path}")
sys.exit()
os.rename(os.path.join(path,old_file[0]),new_path)
finished = pd.read_csv(os.path.join(path,survey_name+"Finished.csv"))
in_progress = pd.read_csv(os.path.join(path,survey_name+"InProgress.csv"))
in_progress = in_progress.iloc[2:,]
full = finished.append(in_progress)
full = full.replace({r'\r': ''}, regex=True)
full.to_csv(os.path.join(path,survey_name+".csv"), index = False)
print("\t Successful Download!")
if __name__ == "__main__":
import sys
import git
# root directory of github repo
root = git.Repo('.', search_parent_directories = True).working_tree_dir
os.chdir(root)
sys.path.append(root)
survey_name = input("Which Survey to Pull for Main Pipeline? ")
path = os.path.join("data","external","dropbox_confidential","Surveys")
PullSurvey().pull_qualtrics(path,survey_name) |