Convert geojson to get schema to upload to bigquery
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import json | |
with open('HGURiau_EoF2019ATR2014Bappenas2011.json', 'r') as ifp: | |
with open('to_load.json', 'w') as ofp: | |
features = json.load(ifp)['features'] | |
print(features) | |
# new-line-separated JSON | |
schema = None | |
for obj in features: | |
props = obj['properties'] # a dictionary | |
props['geometry'] = json.dumps(obj['geometry']) # make the geometry a string | |
json.dump(props, fp=ofp) | |
print('', file=ofp) # newline | |
if schema is None: | |
schema = [] | |
for key, value in props.items(): | |
if key == 'geometry': | |
schema.append('geometry:GEOGRAPHY') | |
elif isinstance(value, str): | |
schema.append(key) | |
else: | |
schema.append('{}:{}'.format(key, | |
'int64' if isinstance(value, int) else 'float64')) | |
schema = ','.join(schema) | |
print('Schema: ', schema) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment