Allow specifying JSON columns for CSV bulk import
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@ -8,6 +8,17 @@ the appropriate site):
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a0a00000-0a00-0aaa-a0a0-0000aaaa0000 \
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data.csv
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The optional last argument specifies which columns should be parsed as JSON values.
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This is required for example for columns of array type to be processed by the API correctly.
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Otherwise, those values would be treated as a string and not an array.
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An example usage with the json_columns argument (other values in the example are placeholders):
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python load_csv.py \
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https://colouring.london \
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a0a00000-0a00-0aaa-a0a0-0000aaaa0000 \
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data.csv \
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current_landuse_group,date_url
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This script uses the HTTP API, and can process CSV files which identify buildings by id, TOID,
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UPRN.
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@ -23,6 +34,7 @@ The process:
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- else lookup by toid
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- else lookup by uprn
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- else locate building by representative point
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- (optional) parse JSON column values
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- update building
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TODO extend to allow latitude,longitude or easting,northing columns and lookup by location.
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@ -36,13 +48,14 @@ import sys
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import requests
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def main(base_url, api_key, source_file):
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def main(base_url, api_key, source_file, json_columns):
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"""Read from file, update buildings
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"""
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with open(source_file, 'r') as source:
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reader = csv.DictReader(source)
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for line in reader:
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building_id = find_building(line, base_url)
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line = parse_json_columns(line, json_columns)
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if building_id is None:
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continue
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@ -101,15 +114,22 @@ def find_by_reference(base_url, ref_key, ref_id):
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return building_id
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def parse_json_columns(row, json_columns):
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for col in json_columns:
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row[col] = json.loads(row[col])
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return row
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if __name__ == '__main__':
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try:
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url, api_key, filename = sys.argv[1], sys.argv[2], sys.argv[3]
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except IndexError:
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print(
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"Usage: {} <URL> <api_key> ./path/to/data.csv".format(
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"Usage: {} <URL> <api_key> ./path/to/data.csv [<json_columns>]".format(
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os.path.basename(__file__)
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))
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exit()
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main(url, api_key, filename)
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json_columns = sys.argv[4].split(',') if len(sys.argv) > 4 else []
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main(url, api_key, filename, json_columns)
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