I have a CSV to JSON Python script thanks to the user Petri that let's me convert a Geonames CSV dump into a MongoImport-friendly JSON.
The problem is that Geonames has a field called alternatenames
that is currently quoted and treated as one long string. Therefore it cannot be queried properly in MongoDB. I would like to change the field to a string array such as: "alternatenames":["name1", "name2"]
The Python script looks like this:
import csv, simplejson, decimal, codecs
data = open("cities.txt")
reader = csv.DictReader(data, delimiter=",", quotechar='"')
with codecs.open("cities.json", "w", encoding="utf-8") as out:
for r in reader:
for k, v in r.items():
# make sure nulls are generated
if not v:
r[k] = None
# parse and generate decimal arrays
elif k == "loc":
r[k] = [decimal.Decimal(n) for n in v.strip("[]").split(",")]
# generate a number
elif k == "geonameid":
r[k] = int(v)
out.write(simplejson.dumps(r, ensure_ascii=False, use_decimal=True)+"\n")
My CSV has the following fields:
"geonameid","name","asciiname","alternatenames","loc","feature_class","feature_code","country_code","cc2","admin1_code","admin2_code","admin3_code","admin4_code"
3,"Zamīn Sūkhteh","Zamin Sukhteh","Zamin Sukhteh,Zamīn Sūkhteh","[48.91667,32.48333]","P","PPL","IR",,"15",,,
5,"Yekāhī","Yekahi","Yekahi,Yekāhī","[48.9,32.5]","P","PPL","IR",,"15",,,
7,"Tarvīḩ ‘Adāī","Tarvih `Adai","Tarvih `Adai,Tarvīḩ ‘Adāī","[48.2,32.1]","P","PPL","IR",,"15",,,
My current JSON output looks like this:
{"loc": [48.91667, 32.48333], "name": "Zamīn Sūkhteh", "geonameid": 3, "feature_class": "P", "admin3_code": null, "admin2_code": null, "cc2": null, "feature_code": "PPL", "country_code": "IR", "admin1_code": "15", "alternatenames": "Zamin Sukhteh,Zamīn Sūkhteh", "asciiname": "Zamin Sukhteh", "admin4_code": null}
{"loc": [48.9, 32.5], "name": "Yekāhī", "geonameid": 5, "feature_class": "P", "admin3_code": null, "admin2_code": null, "cc2": null, "feature_code": "PPL", "country_code": "IR", "admin1_code": "15", "alternatenames": "Yekahi,Yekāhī", "asciiname": "Yekahi", "admin4_code": null}
{"loc": [48.2, 32.1], "name": "Tarvīḩ ‘Adāī", "geonameid": 7, "feature_class": "P", "admin3_code": null, "admin2_code": null, "cc2": null, "feature_code": "PPL", "country_code": "IR", "admin1_code": "15", "alternatenames": "Tarvih `Adai,Tarvīḩ ‘Adāī", "asciiname": "Tarvih `Adai", "admin4_code": null}
I would like to change the JSON output to add a string array as follows (scroll to the right to alternatenames
):
{"loc": [48.91667, 32.48333], "name": "Zamīn Sūkhteh", "geonameid": 3, "feature_class": "P", "admin3_code": null, "admin2_code": null, "cc2": null, "feature_code": "PPL", "country_code": "IR", "admin1_code": "15", "alternatenames": ["Zamin Sukhteh", "Zamīn Sūkhteh"], "asciiname": "Zamin Sukhteh", "admin4_code": null}
{"loc": [48.9, 32.5], "name": "Yekāhī", "geonameid": 5, "feature_class": "P", "admin3_code": null, "admin2_code": null, "cc2": null, "feature_code": "PPL", "country_code": "IR", "admin1_code": "15", "alternatenames": ["Yekahi,Yekāhī"], "asciiname": "Yekahi", "admin4_code": null}
{"loc": [48.2, 32.1], "name": "Tarvīḩ ‘Adāī", "geonameid": 7, "feature_class": "P", "admin3_code": null, "admin2_code": null, "cc2": null, "feature_code": "PPL", "country_code": "IR", "admin1_code": "15", "alternatenames": ["Tarvih `Adai", "Tarvīḩ ‘Adāī"], "asciiname": "Tarvih `Adai", "admin4_code": null}
Also, should I change my quotechar
in my Access 2010-exported CSV to ^
instead of "
to avoid double quoting?
Thanks for any help.
Add another "elif" to your existing ones to handle the "alternatenames":
elif k == "alternatenames":
r[k] = [name.strip() for name in v.split(",")]
So first split the string on commas and then strip off the whitespace at the start/end.