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pandas utils for smartsheets
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from smartsheet import * | |
import pandas as pd | |
from credentials import smartsheet_token | |
smartsheet = smartsheet.Smartsheet(smartsheet_token) | |
def get_sheet_as_df(sheet_id): | |
ss1 = smartsheet.Sheets.get_sheet(sheet_id, page_size=0) | |
row_count = ss1.total_row_count | |
ss1 = smartsheet.Sheets.get_sheet(sheet_id, page_size=row_count) | |
df = get_values(ss1) | |
s2 = get_columns(ss1) | |
df.columns = s2 | |
return df | |
def get_columns(ss): | |
cl = ss.get_columns() | |
d3 = cl.to_dict() | |
df = pd.DataFrame(d3['data']) | |
df = df.set_index('id') | |
return df.title | |
def get_values(ss): | |
d = ss.to_dict() | |
drows = d['rows'] | |
rownumber = [x['rowNumber'] for x in drows] | |
rows = [x['cells'] for x in drows] | |
values = [[x['displayValue'] for x in y] for y in rows] | |
return pd.DataFrame(values) | |
def check_overlaps(list1, list2): | |
#check for overlaps and remainders | |
#from http://stackoverflow.com/questions/5094083/find-the-overlap-between-2-python-lists | |
intersection = set(list1) & set(list2) | |
l1_remainder = set(list1) - set(list2) | |
l2_remainder = set(list2) - set(list1) | |
d = {'intersection':intersection, | |
'list1_remainder': l1_remainder, | |
'list2_remainder': l2_remainder | |
} | |
return d |
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