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Map Spider

Map Spider is a tool to search and acquire pois and streetview data from the apis of Amap and Bmap.

POI Spider

Usage

from poi_spider.map_poi_spider import BmapPoiSpider, AmapPoiSpider
from poi_spider.utils import RegionDivision

if __name__ == '__main__':
    # The rectangle area you wan to search
    extent = [39.900, 116.385, 39.995, 116.435]
    # Divide the given area into fine parts in order to avoid reach query limits
    # You can set precision to other values, remember, the higher the precision is, the more data you get
    # and the more time the program consumes
    amap_bounds = RegionDivision(extent, precision=0.02, api_type='Amap').generate_bounds()
    # Search by keywords, area and your apikey
    amap_poi_spider = AmapPoiSpider(amap_bounds, '9c538d0d20ffed4cc35f78bc6c41d9fd', keywords=['快餐', '医院'])
    # Convert the acquired records in the form of poi
    amap_poi_spider.get_all_pois()
    # Output the pois acuqired (csv or geojson)
    amap_poi_spider.to_csv()
    # You can also give the filename you are in favour of
    amap_poi_spider.to_geojson(filename='bmap_poi')
    print('Done!')

Output structure

.csv file

name type lng lat
麦当劳(交通口餐厅) cater 116.415862 39.947472
... ... ... ...

.geojson file

{
  "type": "FeatureCollection",
  "features": [
    {
      "type": "Feature",
      "geometry": {"type": "Point", "coordinates": [116.423801, 39.971425]},
      "properties": {"name": "护国寺小吃(和平西街店)", "type": "cater"}
    },
    {
      "type": "Feature",
      "geometry": {"type": "Point", "coordinates": [116.445986, 39.966328]},
      "properties": {"name": "南城香(国展店)", "type": "cater"}
    }
  ]
}

StreetView Spider

Usage

from streetview_spider.map_streetview_spider import BmapStreetViewSpider
from typing import List

locations: List[str] = []

with open('path/to/places.csv', 'r') as f:
    for line in f.readlines():
        locations.append(line)

bmap_streetview_spider = BmapStreetViewSpider(api_key='hM9GzOGeQVHvXi6lM0iLjfd2uEidhfYm', locations=locations)
bmap_streetview_spider.search_streeview_images().download(path='path/to/street_view_imgs')

Output

Subway Station Spider

Usage

from subway_spider.subway_spider import SubwaySpider

# select a city
subway_spider = SubwaySpider(city_name='beijing')
# output information about subway lines of the given city
subway_spider.get_all_station_name().to_csv().to_geojson()

TODO

  • POI Spider (Amap & Bmap)
  • StreetView Spider
  • GUI (based on Web or PyQT)

Current Projects

  • quadtree-py - A quadtree implementation in pure Python
  • cocopulas - A Python lib for copulas (elliptical, archimedean copulas)
  • map_spider - A spider searching for POI and streetview from Amap and Bmap

Next Projects

  • KD-Tree - The k-dimensional tree implementation in Python
  • V2ML - Way to Machine Learning (Courses from Hung-yi Lee in NTU)
  • GeoBayesian - Combination of Spatial Analysis and Bayesian Data Analysis
  • MicroGIS - A lightweight, full-function, modern GIS based on C++