Rework opendata import script
* Homogeneize the handling of opendata files. * Use a clear distinction between geometry (the position of the report) and geo_shape (the shape of the report area). * Keep track of OpenData sources, fix #51. * Keep track of the area covered by a given report.
This commit is contained in:
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20dd75b152
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c5b64cfc72
@ -31,6 +31,10 @@ def run_migration():
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'report', 'source',
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peewee.CharField(max_length=255)
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),
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migrator.add_column(
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'report', 'shape_geojson',
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peewee.TextField(default=None, null=True)
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),
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)
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query = Report.select()
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for report in query:
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@ -2,6 +2,7 @@
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"""
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Import French opendata about works on roads.
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"""
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import json
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import logging
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import os
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import sys
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@ -15,7 +16,8 @@ import requests
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from functools import partial
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from shapely.geometry import Point, shape
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from shapely.geometry import LineString, MultiPolygon, Point, Polygon
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from shapely.geometry import mapping, shape
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from shapely.ops import transform
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from server.models import db, Report
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@ -34,17 +36,34 @@ REPORT_DOWNVOTES_THRESHOLD = 1
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def preprocess_lille(data):
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out = []
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for item in data:
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try:
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fields = item['fields']
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new_item = {
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'fields': fields,
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'geometry': {
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'type': 'Point',
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# Use lng, lat
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'coordinates': fields['geo_point_2d'][::-1]
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},
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'recordid': item['recordid'],
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'source': 'opendata-lille'
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}
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new_fields = new_item['fields']
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# Homogeneize geo_shape
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new_fields['geo_shape'] = new_item['geometry']
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# Homogeneize start date spelling
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fields['date_debut'] = fields['date_demarrage']
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# Homogeneize geo shape
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fields['geo_shape'] = fields['geometry']
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new_fields['date_debut'] = new_fields['date_demarrage']
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out.append(new_item)
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except KeyError as exc:
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logging.warning('Invalid item in Lille data: %s.', exc)
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logging.warning(
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'Invalid item %s in Lille data: %s.',
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item.get('recordid', '?'),
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exc
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)
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continue
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return data
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return out
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def preprocess_loiret(data):
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@ -59,35 +78,41 @@ def preprocess_loiret(data):
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[item['geometry']['x'], item['geometry']['y']]
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]
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]
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# In Loiret, multiple paths are for multiple LineStrings
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for path in paths:
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if len(path) == 1:
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geometry = {
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geo_shape = {
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'type': 'Point',
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'coordinates': path[0]
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}
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else:
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geometry = {
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geo_shape = {
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'type': 'LineString',
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'coordinates': path
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}
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new_item = {
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'fields': item['attributes'],
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'geometry': geometry,
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'recordid': item['attributes']['OBJECTID']
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'geometry': shape(geo_shape).centroid,
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'recordid': item['attributes']['OBJECTID'],
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'source': 'opendata-loiret'
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}
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fields = new_item['fields']
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new_fields = new_item['fields']
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# Homogeneize geo_shape
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new_fields['geo_shape'] = geo_shape
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# Homogeneize start and end date spelling
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fields['date_debut'] = arrow.get(
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float(fields['STARTDATE']) / 1000
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new_fields['date_debut'] = arrow.get(
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float(new_fields['STARTDATE']) / 1000
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).isoformat()
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fields['date_fin'] = arrow.get(
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float(fields['ENDDATE']) / 1000
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new_fields['date_fin'] = arrow.get(
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float(new_fields['ENDDATE']) / 1000
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).isoformat()
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# Homogeneize geo shape
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fields['geo_shape'] = geometry
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out.append(new_item)
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except KeyError as exc:
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logging.warning('Invalid item in Loiret data: %s.', exc)
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logging.warning(
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'Invalid item %s in Loiret data: %s.',
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item.get('attributes', {}).get('OBJECTID', '?'),
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exc
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)
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if RAISE_ON_EXCEPT:
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raise
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continue
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@ -100,18 +125,23 @@ def preprocess_lyon(data):
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try:
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new_item = {
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'fields': item['properties'],
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'geometry': item['geometry'],
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'recordid': item['properties']['identifiant']
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'geometry': shape(item['geometry']).centroid,
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'recordid': item['properties']['identifiant'],
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'source': 'opendata-lyon'
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}
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fields = new_item['fields']
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new_fields = new_item['fields']
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# Homogeneize geo_shape
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new_fields['geo_shape'] = item['geometry']
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# Homogeneize start date and end date spelling
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fields['date_debut'] = fields['debutchantier']
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fields['date_fin'] = fields['finchantier']
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# Homogeneize geo shape
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fields['geo_shape'] = item['geometry']
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new_fields['date_debut'] = new_fields['debutchantier']
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new_fields['date_fin'] = new_fields['finchantier']
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out.append(new_item)
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except KeyError as exc:
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logging.warning('Invalid item in Lyon data: %s.', exc)
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logging.warning(
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'Invalid item %s in Lyon data: %s.',
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item.get('properties', {}).get('identifiant', '?'),
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exc
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)
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if RAISE_ON_EXCEPT:
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raise
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continue
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@ -124,18 +154,23 @@ def preprocess_montpellier(data):
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try:
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new_item = {
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'fields': item['properties'],
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'geometry': item['geometry'],
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'recordid': item['properties']['numero']
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'geometry': shape(item['geometry']).centroid,
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'recordid': item['properties']['numero'],
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'source': 'opendata-montpellier'
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}
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fields = new_item['fields']
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new_fields = new_item['fields']
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# Homogeneize geo_shape
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new_fields['geo_shape'] = item['geometry']
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# Homogeneize start date and end date spelling
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fields['date_debut'] = fields['datedebut']
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fields['date_fin'] = fields['datefin']
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# Homogeneize geo shape
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fields['geo_shape'] = item['geometry']
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new_fields['date_debut'] = new_fields['datedebut']
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new_fields['date_fin'] = new_fields['datefin']
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out.append(new_item)
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except KeyError as exc:
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logging.warning('Invalid item in Montpellier data: %s.', exc)
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logging.warning(
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'Invalid item %s in Montpellier data: %s.',
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item.get('properties', {}).get('numero', '?'),
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exc
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)
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if RAISE_ON_EXCEPT:
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raise
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continue
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@ -156,21 +191,49 @@ def preprocess_nancy(data):
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new_item = {
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'fields': item['attributes'],
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'geometry': geometry,
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'recordid': item['attributes']['OBJECTID']
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'recordid': item['attributes']['OBJECTID'],
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'source': 'opendata-nancy'
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}
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fields = new_item['fields']
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new_fields = new_item['fields']
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# Homogeneize geo_shape
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new_fields['geo_shape'] = geometry
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# Homogeneize start and end date spelling
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fields['date_debut'] = arrow.get(
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float(fields['DATE_DEBUT']) / 1000
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new_fields['date_debut'] = arrow.get(
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float(new_fields['DATE_DEBUT']) / 1000
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).isoformat()
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fields['date_fin'] = arrow.get(
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float(fields['DATE_FIN']) / 1000
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new_fields['date_fin'] = arrow.get(
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float(new_fields['DATE_FIN']) / 1000
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).isoformat()
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# Homogeneize geo shape
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fields['geo_shape'] = geometry
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out.append(new_item)
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except KeyError as exc:
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logging.warning('Invalid item in Nancy data: %s.', exc)
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logging.warning(
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'Invalid item %s in Nancy data: %s.',
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item.get('attributes', {}).get('OBJECTID', '?'),
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exc
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)
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if RAISE_ON_EXCEPT:
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raise
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continue
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return out
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def preprocess_paris(data):
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out = []
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for item in data:
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try:
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new_item = {
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'fields': item['fields'],
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'geometry': item['geometry'],
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'recordid': item['recordid'],
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'source': 'opendata-paris',
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}
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out.append(new_item)
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except KeyError as exc:
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logging.warning(
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'Invalid item %s in Paris data: %s.',
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item.get('recordid', '?'),
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exc
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)
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if RAISE_ON_EXCEPT:
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raise
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continue
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@ -183,17 +246,22 @@ def preprocess_rennes(data):
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try:
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new_item = {
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'fields': item['properties'],
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'geometry': item['geometry'],
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'recordid': item['properties']['id']
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'geometry': shape(item['geometry']),
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'recordid': item['properties']['id'],
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'source': 'opendata-rennes'
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}
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fields = new_item['fields']
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new_fields = new_item['fields']
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# Homogeneize geo_shape
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new_fields['geo_shape'] = item['geometry']
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# Homogeneize start date spelling
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fields['date_debut'] = fields['date_deb']
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# Homogeneize geo shape
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fields['geo_shape'] = item['geometry']
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new_fields['date_debut'] = new_fields['date_deb']
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out.append(new_item)
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except KeyError as exc:
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logging.warning('Invalid item in Rennes data: %s.', exc)
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logging.warning(
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'Invalid item %s in Rennes data: %s.',
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item.get('properties', {}).get('id', '?'),
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exc
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)
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if RAISE_ON_EXCEPT:
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raise
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continue
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@ -206,15 +274,19 @@ def preprocess_seine_saint_denis(data):
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try:
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new_item = {
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'fields': item['properties'],
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'geometry': item['geometry'],
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'recordid': item['properties']['id']
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'geometry': shape(item['geometry']).centroid,
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'recordid': item['properties']['id'],
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'source': 'opendata-seine_saint_denis'
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}
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fields = new_item['fields']
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# Homogeneize geo shape
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fields['geo_shape'] = item['geometry']
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# Homogeneize geo_shape
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new_item['fields']['geo_shape'] = item['geometry']
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out.append(new_item)
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except KeyError as exc:
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logging.warning('Invalid item in Seine-Saint-Denis data: %s.', exc)
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logging.warning(
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'Invalid item %s in Seine-Saint-Denis data: %s.',
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item.get('properties', {}).get('id', '?'),
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exc
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)
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if RAISE_ON_EXCEPT:
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raise
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continue
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@ -222,35 +294,61 @@ def preprocess_seine_saint_denis(data):
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def preprocess_sicoval(data):
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out = []
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for item in data:
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fields = item['fields']
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try:
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new_item = {
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'fields': item['fields'],
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'geometry': item['geometry'],
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'recordid': item['recordid'],
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'source': 'opendata-sicoval'
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}
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new_fields = new_item['fields']
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# Homogeneize geo_shape
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new_fields['geo_shape'] = new_fields['geoshape2']
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# Homogeneize start date and end date spelling
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fields['date_debut'] = fields['startdate']
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fields['date_fin'] = fields['enddate']
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# Homogeneize geo shape
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fields['geo_shape'] = fields['geoshape2']
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new_fields['date_debut'] = new_fields['startdate']
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new_fields['date_fin'] = new_fields['enddate']
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out.append(new_item)
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except KeyError as exc:
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logging.warning('Invalid item in Sicoval data: %s.', exc)
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logging.warning(
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'Invalid item %s in Sicoval data: %s.',
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item.get('recordid', '?'),
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exc
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)
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if RAISE_ON_EXCEPT:
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raise
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continue
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return data
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return out
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def preprocess_toulouse(data):
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out = []
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for item in data:
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try:
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fields = item['fields']
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new_item = {
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'fields': item['fields'],
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'geometry': item['geometry'],
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'recordid': item['recordid'],
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'source': 'opendata-toulouse'
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}
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new_fields = new_item['fields']
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# Homogeneize geo_shape
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new_fields['geo_shape'] = item['geometry']
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# Homogeneize start date and end date spelling
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fields['date_debut'] = fields['datedebut']
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fields['date_fin'] = fields['datefin']
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new_fields['date_debut'] = new_fields['datedebut']
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new_fields['date_fin'] = new_fields['datefin']
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out.append(new_item)
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except KeyError as exc:
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logging.warning('Invalid item in Toulouse data: %s.', exc)
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logging.warning(
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'Invalid item %s in Toulouse data: %s.',
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item.get('recordid', '?'),
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exc
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)
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if RAISE_ON_EXCEPT:
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raise
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continue
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return data
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return out
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def preprocess_versailles(data):
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@ -265,6 +363,7 @@ def preprocess_versailles(data):
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[item['geometry']['x'], item['geometry']['y']]
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]
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]
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# In Versailles, multiple paths are for multiple LineStrings
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for path in paths:
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if len(path) == 1:
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geometry = {
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@ -278,22 +377,27 @@ def preprocess_versailles(data):
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}
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new_item = {
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'fields': item['attributes'],
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'geometry': geometry,
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'recordid': item['attributes']['OBJECTID']
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'geometry': shape(geometry).centroid,
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'recordid': item['attributes']['OBJECTID'],
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'source': 'opendata-versailles'
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}
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fields = new_item['fields']
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new_fields = new_item['fields']
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# Homogeneize geo_shape
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new_fields['geo_shape'] = geometry
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# Homogeneize start and end date spelling
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fields['date_debut'] = arrow.get(
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float(fields['STARTDATE']) / 1000
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new_fields['date_debut'] = arrow.get(
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float(new_fields['STARTDATE']) / 1000
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).isoformat()
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fields['date_fin'] = arrow.get(
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float(fields['ENDDATE']) / 1000
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new_fields['date_fin'] = arrow.get(
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float(new_fields['ENDDATE']) / 1000
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).isoformat()
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# Homogeneize geo shape
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fields['geo_shape'] = geometry
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out.append(new_item)
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except KeyError as exc:
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logging.warning('Invalid item in Versailles data: %s.', exc)
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logging.warning(
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'Invalid item %s in Versailles data: %s.',
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item.get('attributes', {}).get('OBJECTID', '?'),
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exc
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)
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if RAISE_ON_EXCEPT:
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raise
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continue
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@ -306,6 +410,7 @@ OPENDATA_URLS = {
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# https://opendata.lillemetropole.fr/explore/dataset/troncons-de-voirie-impactes-par-des-travaux-en-temps-reel/
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# Licence Ouverte (Etalab) : https://www.etalab.gouv.fr/wp-content/uploads/2014/05/Licence_Ouverte.pdf
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"lille": {
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# https://opendata.lillemetropole.fr/explore/dataset/carrefours-de-voirie-impactes-par-des-travaux-temps-reel/information/
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"preprocess": preprocess_lille,
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"url": "https://opendata.lillemetropole.fr/explore/dataset/troncons-de-voirie-impactes-par-des-travaux-en-temps-reel/download/?format=json&timezone=Europe/Berlin"
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},
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@ -341,7 +446,7 @@ OPENDATA_URLS = {
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# https://opendata.paris.fr/explore/dataset/chantiers-perturbants/
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# Licence ODbL : http://opendatacommons.org/licenses/odbl/
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"paris": {
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"preprocess": None,
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"preprocess": preprocess_paris,
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"url": "https://opendata.paris.fr/explore/dataset/chantiers-perturbants/download/?format=json&timezone=Europe/Berlin",
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},
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# Work in Rennes
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@ -406,13 +511,13 @@ def process_opendata(name, data, report_type=REPORT_TYPE):
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(
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# Either with an expiration_datetime in the future
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(
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(Report.expiration_datetime != None) &
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(Report.expiration_datetime is not None) &
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(Report.expiration_datetime > UTC_now())
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) |
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# Or without expiration_datetime but which are still active (shown
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# on the map)
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(
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(Report.expiration_datetime == None) &
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(Report.expiration_datetime is None) &
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(Report.downvotes < REPORT_DOWNVOTES_THRESHOLD)
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)
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)
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@ -425,8 +530,6 @@ def process_opendata(name, data, report_type=REPORT_TYPE):
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for item in data:
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try:
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fields = item['fields']
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geometry = shape(item['geometry'])
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position = geometry.centroid # Report position
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# Check that the work is currently being done
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now = arrow.now('Europe/Paris')
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@ -439,49 +542,84 @@ def process_opendata(name, data, report_type=REPORT_TYPE):
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)
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continue
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# Check if this precise position is already in the database
|
||||
if transform(project, position) in current_reports_points:
|
||||
logging.info(
|
||||
('Ignoring record %s, a similar report is already in '
|
||||
'the database.'),
|
||||
item['recordid']
|
||||
)
|
||||
continue
|
||||
# Check no similar reports is nearby
|
||||
# Report geographical shape
|
||||
if 'geo_shape' in fields:
|
||||
geo_shape = shape(fields['geo_shape'])
|
||||
else:
|
||||
geo_shape = geometry
|
||||
geo_shape = transform(project, geo_shape)
|
||||
overlap_area = geo_shape.buffer(MIN_DISTANCE_REPORT_DETAILS)
|
||||
is_already_inserted = False
|
||||
for report_point in current_reports_points:
|
||||
if report_point.within(geo_shape):
|
||||
# A similar report is already there
|
||||
is_already_inserted = True
|
||||
logging.info(
|
||||
('Ignoring record %s, a similar report is already in '
|
||||
'the database.'),
|
||||
item['recordid']
|
||||
)
|
||||
break
|
||||
if is_already_inserted:
|
||||
# Skip this report if a similar one is nearby
|
||||
geo_shape = shape(item['geometry'])
|
||||
|
||||
if isinstance(geo_shape, Point):
|
||||
# Single point for the item, add a report on it
|
||||
positions = [geo_shape]
|
||||
elif isinstance(geo_shape, LineString):
|
||||
# LineString (e.g. along a way), add a report at each end
|
||||
# TODO: More positions, put a report at each intersection?
|
||||
positions = [
|
||||
Point(geo_shape.coords[0]),
|
||||
Point(geo_shape.coords[-1])
|
||||
]
|
||||
elif isinstance(geo_shape, Polygon):
|
||||
# TODO: Finer position, put a report at intersections?
|
||||
positions = [
|
||||
geo_shape.centroid,
|
||||
]
|
||||
elif isinstance(geo_shape, MultiPolygon):
|
||||
# TODO: Finer position, put a report at intersections?
|
||||
positions = [
|
||||
p.centroid
|
||||
for p in geo_shape
|
||||
]
|
||||
else:
|
||||
logging.warning(
|
||||
'Unsupported geometry for record %s: %s.',
|
||||
(item['recordid'], geo_shape)
|
||||
)
|
||||
continue
|
||||
|
||||
# Get the position of the center of the item
|
||||
lng, lat = position.x, position.y
|
||||
# Compute expiration datetime
|
||||
expiration_datetime = end_date.replace(microsecond=0).naive
|
||||
for position in positions:
|
||||
# Check if this precise position is already in the database
|
||||
if transform(project, position) in current_reports_points:
|
||||
logging.info(
|
||||
('Ignoring record %s, a similar report is already in '
|
||||
'the database.'),
|
||||
item['recordid']
|
||||
)
|
||||
continue
|
||||
# Check no similar reports is nearby
|
||||
overlap_area = transform(project, position).buffer(
|
||||
MIN_DISTANCE_REPORT_DETAILS
|
||||
)
|
||||
is_already_inserted = False
|
||||
for report_point in current_reports_points:
|
||||
if report_point.within(overlap_area):
|
||||
# A similar report is already there
|
||||
is_already_inserted = True
|
||||
logging.info(
|
||||
('Ignoring record %s, a similar report is already '
|
||||
'in the database.'),
|
||||
item['recordid']
|
||||
)
|
||||
break
|
||||
if is_already_inserted:
|
||||
# Skip this report if a similar one is nearby
|
||||
continue
|
||||
|
||||
# Add the report to the db
|
||||
logging.info('Adding record %s to the database.', item['recordid'])
|
||||
Report.create(
|
||||
type=report_type,
|
||||
expiration_datetime=expiration_datetime,
|
||||
lat=lat,
|
||||
lng=lng
|
||||
)
|
||||
# Get the position of the center of the item
|
||||
lng, lat = position.x, position.y
|
||||
# Compute expiration datetime
|
||||
expiration_datetime = end_date.replace(microsecond=0).naive
|
||||
|
||||
# Add the report to the db
|
||||
logging.info('Adding record %s to the database.',
|
||||
item['recordid'])
|
||||
Report.create(
|
||||
type=report_type,
|
||||
expiration_datetime=expiration_datetime,
|
||||
lat=lat,
|
||||
lng=lng,
|
||||
source=item['source'],
|
||||
shape_geojson=json.dumps(mapping(geo_shape))
|
||||
)
|
||||
except KeyError as exc:
|
||||
logging.warning(
|
||||
'Invalid record %s in %s, missing key: %s',
|
||||
@ -490,6 +628,7 @@ def process_opendata(name, data, report_type=REPORT_TYPE):
|
||||
exc
|
||||
)
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
db.connect()
|
||||
for name, item in OPENDATA_URLS.items():
|
||||
|
||||
@ -51,6 +51,7 @@ class Report(BaseModel):
|
||||
upvotes = peewee.IntegerField(default=0)
|
||||
downvotes = peewee.IntegerField(default=0)
|
||||
source = peewee.CharField(max_length=255)
|
||||
shape_geojson = peewee.TextField(default=None, null=True)
|
||||
|
||||
def to_json(self):
|
||||
return {
|
||||
|
||||
@ -170,7 +170,8 @@ def post_report():
|
||||
type=payload['type'],
|
||||
lat=payload['lat'],
|
||||
lng=payload['lng'],
|
||||
source=payload.get('source', 'unknown')
|
||||
source=payload.get('source', 'unknown'),
|
||||
shape_geojson=payload.get('shape_geojson', None)
|
||||
)
|
||||
# Handle expiration
|
||||
if r.type in ['accident', 'gcum']:
|
||||
|
||||
Loading…
Reference in New Issue
Block a user