2011-06-16 18:08:22 +00:00
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#!/usr/bin/env python
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# -*- coding: utf-8 -*-
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from nose.tools import *
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2013-06-03 02:28:24 +00:00
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from utilities import execution_path, run_all
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2011-11-23 11:33:58 +00:00
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import os, mapnik
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2011-12-22 20:41:51 +00:00
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2011-12-22 20:19:40 +00:00
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try:
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2011-12-22 20:20:03 +00:00
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import json
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2011-12-22 20:19:40 +00:00
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except ImportError:
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2012-02-07 21:44:08 +00:00
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import simplejson as json
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2011-06-16 18:08:22 +00:00
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2012-07-19 00:29:22 +00:00
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def setup():
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# All of the paths used are relative, if we run the tests
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# from another directory we need to chdir()
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os.chdir(execution_path('.'))
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2013-07-23 23:37:25 +00:00
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if mapnik.has_grid_renderer():
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def show_grids(name,g1,g2):
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g1_file = '/tmp/mapnik-%s-actual.json' % name
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open(g1_file,'w').write(json.dumps(g1,sort_keys=True))
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g2_file = '/tmp/mapnik-%s-expected.json' % name
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open(g2_file,'w').write(json.dumps(g2,sort_keys=True))
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val = 'JSON does not match ->\n'
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if g1['grid'] != g2['grid']:
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val += ' X grid does not match\n'
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else:
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val += ' ✓ grid matches\n'
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if g1['data'].keys() != g2['data'].keys():
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val += ' X data does not match\n'
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else:
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val += ' ✓ data matches\n'
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if g1['keys'] != g2['keys']:
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val += ' X keys do not\n'
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else:
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val += ' ✓ keys match\n'
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val += '\n\t%s\n\t%s' % (g1_file,g2_file)
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return val
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def show_grids2(name,g1,g2):
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g2_expected = '../data/grids/mapnik-%s-actual.json' % name
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if not os.path.exists(g2_expected):
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# create test fixture based on actual results
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open(g2_expected,'a+').write(json.dumps(g1,sort_keys=True))
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return
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g1_file = '/tmp/mapnik-%s-actual.json' % name
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open(g1_file,'w').write(json.dumps(g1,sort_keys=True))
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val = 'JSON does not match ->\n'
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if g1['grid'] != g2['grid']:
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val += ' X grid does not match\n'
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else:
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val += ' ✓ grid matches\n'
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if g1['data'].keys() != g2['data'].keys():
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val += ' X data does not match\n'
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else:
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val += ' ✓ data matches\n'
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if g1['keys'] != g2['keys']:
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val += ' X keys do not\n'
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else:
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val += ' ✓ keys match\n'
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val += '\n\t%s\n\t%s' % (g1_file,g2_expected)
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return val
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# first pass impl where resolution is passed as render
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# time rather than encoding time, likely will be deprecated soon
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grid_correct_old = {"keys": ["", "North West", "North East", "South West", "South East"], "data": {"South East": {"Name": "South East"}, "North East": {"Name": "North East"}, "North West": {"Name": "North West"}, "South West": {"Name": "South West"}}, "grid": [" ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " !!! ### ", " !!!!! ##### ", " !!!!! ##### ", " !!! ### ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " $$$$ %%%% ", " $$$$$ %%%%% ", " $$$$$ %%%%% ", " $$$ %%% ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", "
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# now using svg rendering
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grid_correct_old2 = {"data": {"North East": {"Name": "North East"}, "North West": {"Name": "North West"}, "South East": {"Name": "South East"}, "South West": {"Name": "South West"}}, "grid": [" ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " !!! ### ", " !!! ### ", " !!! ### ", " !!! ### ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " $$$ %%% ", " $$$ %%% ", " $$$ %%% ", " $$$ %%% ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", "
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grid_correct_old3 = {"data": {"North East": {"Name": "North East"}, "North West": {"Name": "North West"}, "South East": {"Name": "South East"}, "South West": {"Name": "South West"}}, "grid": [" ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " !!! ### ", " !!! ### ", " !!! ### ", " !!! ### ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " $$$ %%% ", " $$$ %%% ", " $$$ %%% ", " $$ %% ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", "
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# previous rendering using agg ellipse directly
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grid_correct_new = {"data": {"North East": {"Name": "North East"}, "North West": {"Name": "North West"}, "South East": {"Name": "South East"}, "South West": {"Name": "South West"}}, "grid": [" ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " !! ## ", " !!! ### ", " !! ## ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " $$ %% ", " $$$ %% ", " $$ %% ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", "
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# newer rendering using svg
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grid_correct_new2 = {"data": {"North East": {"Name": "North East"}, "North West": {"Name": "North West"}, "South East": {"Name": "South East"}, "South West": {"Name": "South West"}}, "grid": [" ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " !! ## ", " !!! ### ", " !! ## ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " $$ %% ", " $$$ %% ", " $$ %% ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", "
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grid_correct_new3 = {"data": {"North East": {"Name": "North East"}, "North West": {"Name": "North West"}, "South East": {"Name": "South East"}, "South West": {"Name": "South West"}}, "grid": [" ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " !! ## ", " !!! ### ", " !! ## ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " $$ %% ", " $$$ %% ", " $ %% ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", "
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def resolve(grid,row,col):
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""" Resolve the attributes for a given pixel in a grid.
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"""
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row = grid['grid'][row]
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utf_val = row[col]
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#http://docs.python.org/library/functions.html#ord
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codepoint = ord(utf_val)
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if (codepoint >= 93):
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codepoint-=1
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if (codepoint >= 35):
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codepoint-=1
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codepoint -= 32
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key = grid['keys'][codepoint]
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return grid['data'].get(key)
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def create_grid_map(width,height,sym):
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ds = mapnik.MemoryDatasource()
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context = mapnik.Context()
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context.push('Name')
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f = mapnik.Feature(context,1)
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f['Name'] = 'South East'
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f.add_geometries_from_wkt('POINT (143.10 -38.60)')
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ds.add_feature(f)
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f = mapnik.Feature(context,2)
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f['Name'] = 'South West'
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f.add_geometries_from_wkt('POINT (142.48 -38.60)')
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ds.add_feature(f)
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f = mapnik.Feature(context,3)
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f['Name'] = 'North West'
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f.add_geometries_from_wkt('POINT (142.48 -38.38)')
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ds.add_feature(f)
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f = mapnik.Feature(context,4)
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f['Name'] = 'North East'
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f.add_geometries_from_wkt('POINT (143.10 -38.38)')
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ds.add_feature(f)
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s = mapnik.Style()
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r = mapnik.Rule()
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sym.allow_overlap = True
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r.symbols.append(sym)
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s.rules.append(r)
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lyr = mapnik.Layer('Places')
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lyr.datasource = ds
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lyr.styles.append('places_labels')
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m = mapnik.Map(width,height)
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m.append_style('places_labels',s)
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m.layers.append(lyr)
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return m
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def test_render_grid_old():
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""" test old method """
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width,height = 256,256
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symb = mapnik.PointSymbolizer(mapnik.PathExpression('../data/images/dummy.png'))
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sym = mapnik.MarkersSymbolizer()
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sym.width = mapnik.Expression('10')
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sym.height = mapnik.Expression('10')
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m = create_grid_map(width,height,sym)
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#print mapnik.save_map_to_string(m)
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ul_lonlat = mapnik.Coord(142.30,-38.20)
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lr_lonlat = mapnik.Coord(143.40,-38.80)
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m.zoom_to_box(mapnik.Box2d(ul_lonlat,lr_lonlat))
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grid = mapnik.render_grid(m,0,key='Name',resolution=4,fields=['Name'])
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eq_(grid,grid_correct_old3,show_grids('old-markers',grid,grid_correct_old3))
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eq_(resolve(grid,0,0),None)
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# check every pixel of the nw symbol
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expected = {"Name": "North West"}
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# top row
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eq_(resolve(grid,23,9),expected)
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eq_(resolve(grid,23,10),expected)
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eq_(resolve(grid,23,11),expected)
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def test_render_grid_new():
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""" test old against new"""
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width,height = 256,256
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sym = mapnik.MarkersSymbolizer()
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sym.width = mapnik.Expression('10')
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sym.height = mapnik.Expression('10')
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m = create_grid_map(width,height,sym)
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ul_lonlat = mapnik.Coord(142.30,-38.20)
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lr_lonlat = mapnik.Coord(143.40,-38.80)
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m.zoom_to_box(mapnik.Box2d(ul_lonlat,lr_lonlat))
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# new method
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grid = mapnik.Grid(m.width,m.height,key='Name')
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mapnik.render_layer(m,grid,layer=0,fields=['Name'])
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utf1 = grid.encode('utf',resolution=4)
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eq_(utf1,grid_correct_new3,show_grids('new-markers',utf1,grid_correct_new3))
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# check a full view is the same as a full image
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grid_view = grid.view(0,0,width,height)
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# for kicks check at full res too
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utf3 = grid.encode('utf',resolution=1)
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utf4 = grid_view.encode('utf',resolution=1)
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eq_(utf3['grid'],utf4['grid'])
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eq_(utf3['keys'],utf4['keys'])
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eq_(utf3['data'],utf4['data'])
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eq_(resolve(utf4,0,0),None)
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# resolve some center points in the
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# resampled view
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utf5 = grid_view.encode('utf',resolution=4)
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eq_(resolve(utf5,25,10),{"Name": "North West"})
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eq_(resolve(utf5,25,46),{"Name": "North East"})
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eq_(resolve(utf5,38,10),{"Name": "South West"})
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eq_(resolve(utf5,38,46),{"Name": "South East"})
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grid_feat_id = {'keys': ['', '3', '4', '2', '1'], 'data': {'1': {'Name': 'South East'}, '3': {'Name': u'North West'}, '2': {'Name': 'South West'}, '4': {'Name': 'North East'}}, 'grid': [' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' !! ## ', ' !!! ### ', ' !! ## ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' $$$ %% ', ' $$$ %%% ', ' $$ %% ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', ' ', '
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grid_feat_id2 = {"data": {"1": {"Name": "South East"}, "2": {"Name": "South West"}, "3": {"Name": "North West"}, "4": {"Name": "North East"}}, "grid": [" ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " !! ## ", " !!! ### ", " !! ## ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " $$ %% ", " $$$ %% ", " $$ %% ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", "
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grid_feat_id3 = {"data": {"1": {"Name": "South East", "__id__": 1}, "2": {"Name": "South West", "__id__": 2}, "3": {"Name": "North West", "__id__": 3}, "4": {"Name": "North East", "__id__": 4}}, "grid": [" ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " !! ## ", " !!! ### ", " !! ## ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " $$ %% ", " $$$ %% ", " $ %% ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", "
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def test_render_grid3():
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""" test using feature id"""
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width,height = 256,256
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sym = mapnik.MarkersSymbolizer()
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sym.width = mapnik.Expression('10')
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sym.height = mapnik.Expression('10')
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m = create_grid_map(width,height,sym)
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ul_lonlat = mapnik.Coord(142.30,-38.20)
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lr_lonlat = mapnik.Coord(143.40,-38.80)
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m.zoom_to_box(mapnik.Box2d(ul_lonlat,lr_lonlat))
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grid = mapnik.Grid(m.width,m.height,key='__id__')
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mapnik.render_layer(m,grid,layer=0,fields=['__id__','Name'])
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utf1 = grid.encode('utf',resolution=4)
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eq_(utf1,grid_feat_id3,show_grids('id-markers',utf1,grid_feat_id3))
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# check a full view is the same as a full image
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grid_view = grid.view(0,0,width,height)
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# for kicks check at full res too
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utf3 = grid.encode('utf',resolution=1)
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utf4 = grid_view.encode('utf',resolution=1)
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eq_(utf3['grid'],utf4['grid'])
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eq_(utf3['keys'],utf4['keys'])
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eq_(utf3['data'],utf4['data'])
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eq_(resolve(utf4,0,0),None)
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# resolve some center points in the
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# resampled view
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utf5 = grid_view.encode('utf',resolution=4)
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eq_(resolve(utf5,25,10),{"Name": "North West","__id__": 3})
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eq_(resolve(utf5,25,46),{"Name": "North East","__id__": 4})
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eq_(resolve(utf5,38,10),{"Name": "South West","__id__": 2})
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eq_(resolve(utf5,38,46),{"Name": "South East","__id__": 1})
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def gen_grid_for_id(pixel_key):
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ds = mapnik.MemoryDatasource()
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context = mapnik.Context()
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context.push('Name')
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f = mapnik.Feature(context,pixel_key)
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f['Name'] = str(pixel_key)
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f.add_geometries_from_wkt('POLYGON ((0 0, 0 256, 256 256, 256 0, 0 0))')
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ds.add_feature(f)
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s = mapnik.Style()
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r = mapnik.Rule()
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symb = mapnik.PolygonSymbolizer()
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r.symbols.append(symb)
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s.rules.append(r)
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lyr = mapnik.Layer('Places')
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lyr.datasource = ds
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lyr.styles.append('places_labels')
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width,height = 256,256
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m = mapnik.Map(width,height)
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m.append_style('places_labels',s)
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m.layers.append(lyr)
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m.zoom_all()
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grid = mapnik.Grid(m.width,m.height,key='__id__')
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mapnik.render_layer(m,grid,layer=0,fields=['__id__','Name'])
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return grid
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def test_negative_id():
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grid = gen_grid_for_id(-1)
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eq_(grid.get_pixel(128,128),-1)
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utf1 = grid.encode('utf',resolution=4)
|
|
|
|
eq_(utf1['keys'],['-1'])
|
|
|
|
|
|
|
|
def test_32bit_int_id():
|
|
|
|
int32 = 2147483647
|
|
|
|
grid = gen_grid_for_id(int32)
|
|
|
|
eq_(grid.get_pixel(128,128),int32)
|
|
|
|
utf1 = grid.encode('utf',resolution=4)
|
|
|
|
eq_(utf1['keys'],[str(int32)])
|
|
|
|
max_neg = -(int32)
|
|
|
|
grid = gen_grid_for_id(max_neg)
|
|
|
|
eq_(grid.get_pixel(128,128),max_neg)
|
|
|
|
utf1 = grid.encode('utf',resolution=4)
|
|
|
|
eq_(utf1['keys'],[str(max_neg)])
|
|
|
|
|
|
|
|
def test_64bit_int_id():
|
|
|
|
int64 = 0x7FFFFFFFFFFFFFFF
|
|
|
|
grid = gen_grid_for_id(int64)
|
|
|
|
eq_(grid.get_pixel(128,128),int64)
|
|
|
|
utf1 = grid.encode('utf',resolution=4)
|
|
|
|
eq_(utf1['keys'],[str(int64)])
|
|
|
|
max_neg = -(int64)
|
|
|
|
grid = gen_grid_for_id(max_neg)
|
|
|
|
eq_(grid.get_pixel(128,128),max_neg)
|
|
|
|
utf1 = grid.encode('utf',resolution=4)
|
|
|
|
eq_(utf1['keys'],[str(max_neg)])
|
|
|
|
|
|
|
|
def test_id_zero():
|
|
|
|
grid = gen_grid_for_id(0)
|
|
|
|
eq_(grid.get_pixel(128,128),0)
|
|
|
|
utf1 = grid.encode('utf',resolution=4)
|
|
|
|
eq_(utf1['keys'],['0'])
|
|
|
|
|
|
|
|
line_expected = {"keys": ["", "1"], "data": {"1": {"Name": "1"}}, "grid": [" !", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", " !! ", "!! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", " ! ", "
|
|
|
|
|
|
|
|
def test_line_rendering():
|
|
|
|
ds = mapnik.MemoryDatasource()
|
|
|
|
context = mapnik.Context()
|
|
|
|
context.push('Name')
|
|
|
|
pixel_key = 1
|
|
|
|
f = mapnik.Feature(context,pixel_key)
|
|
|
|
f['Name'] = str(pixel_key)
|
|
|
|
f.add_geometries_from_wkt('LINESTRING (30 10, 10 30, 40 40)')
|
|
|
|
ds.add_feature(f)
|
|
|
|
s = mapnik.Style()
|
|
|
|
r = mapnik.Rule()
|
|
|
|
symb = mapnik.LineSymbolizer()
|
|
|
|
r.symbols.append(symb)
|
|
|
|
s.rules.append(r)
|
|
|
|
lyr = mapnik.Layer('Places')
|
|
|
|
lyr.datasource = ds
|
|
|
|
lyr.styles.append('places_labels')
|
|
|
|
width,height = 256,256
|
|
|
|
m = mapnik.Map(width,height)
|
|
|
|
m.append_style('places_labels',s)
|
|
|
|
m.layers.append(lyr)
|
|
|
|
m.zoom_all()
|
|
|
|
#mapnik.render_to_file(m,'test.png')
|
|
|
|
grid = mapnik.Grid(m.width,m.height,key='__id__')
|
|
|
|
mapnik.render_layer(m,grid,layer=0,fields=['Name'])
|
|
|
|
utf1 = grid.encode()
|
|
|
|
eq_(utf1,line_expected,show_grids('line',utf1,line_expected))
|
|
|
|
|
|
|
|
point_expected = {"data": {"1": {"Name": "South East"}, "2": {"Name": "South West"}, "3": {"Name": "North West"}, "4": {"Name": "North East"}}, "grid": [" ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " !!!! #### ", " !!!! #### ", " !!!! #### ", " !!!! #### ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " $$$$ %%%% ", " $$$$ %%%% ", " $$$$ %%%% ", " $$$$ %%%% ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", " ", "
|
|
|
|
|
|
|
|
def test_point_symbolizer_grid():
|
|
|
|
width,height = 256,256
|
|
|
|
sym = mapnik.PointSymbolizer(mapnik.PathExpression('../data/images/dummy.png'))
|
|
|
|
m = create_grid_map(width,height,sym)
|
|
|
|
ul_lonlat = mapnik.Coord(142.30,-38.20)
|
|
|
|
lr_lonlat = mapnik.Coord(143.40,-38.80)
|
|
|
|
m.zoom_to_box(mapnik.Box2d(ul_lonlat,lr_lonlat))
|
|
|
|
grid = mapnik.Grid(m.width,m.height)
|
|
|
|
mapnik.render_layer(m,grid,layer=0,fields=['Name'])
|
|
|
|
utf1 = grid.encode()
|
|
|
|
eq_(utf1,point_expected,show_grids('point-sym',utf1,point_expected))
|
|
|
|
|
|
|
|
|
|
|
|
# should throw because this is a mis-usage
|
|
|
|
# https://github.com/mapnik/mapnik/issues/1325
|
|
|
|
@raises(RuntimeError)
|
|
|
|
def test_render_to_grid_multiple_times():
|
|
|
|
# create map with two layers
|
|
|
|
m = mapnik.Map(256,256)
|
|
|
|
s = mapnik.Style()
|
|
|
|
r = mapnik.Rule()
|
|
|
|
sym = mapnik.MarkersSymbolizer()
|
|
|
|
sym.allow_overlap = True
|
|
|
|
r.symbols.append(sym)
|
|
|
|
s.rules.append(r)
|
|
|
|
m.append_style('points',s)
|
|
|
|
|
|
|
|
# NOTE: we use a csv datasource here
|
|
|
|
# because the memorydatasource fails silently for
|
|
|
|
# queries requesting fields that do not exist in the datasource
|
|
|
|
ds1 = mapnik.Datasource(**{"type":"csv","inline":'''
|
|
|
|
wkt,Name
|
|
|
|
"POINT (143.10 -38.60)",South East'''})
|
|
|
|
lyr1 = mapnik.Layer('One')
|
|
|
|
lyr1.datasource = ds1
|
|
|
|
lyr1.styles.append('points')
|
|
|
|
m.layers.append(lyr1)
|
|
|
|
|
|
|
|
ds2 = mapnik.Datasource(**{"type":"csv","inline":'''
|
|
|
|
wkt,Value
|
|
|
|
"POINT (142.48 -38.60)",South West'''})
|
|
|
|
lyr2 = mapnik.Layer('Two')
|
|
|
|
lyr2.datasource = ds2
|
|
|
|
lyr2.styles.append('points')
|
|
|
|
m.layers.append(lyr2)
|
|
|
|
|
|
|
|
ul_lonlat = mapnik.Coord(142.30,-38.20)
|
|
|
|
lr_lonlat = mapnik.Coord(143.40,-38.80)
|
|
|
|
m.zoom_to_box(mapnik.Box2d(ul_lonlat,lr_lonlat))
|
|
|
|
grid = mapnik.Grid(m.width,m.height)
|
|
|
|
mapnik.render_layer(m,grid,layer=0,fields=['Name'])
|
|
|
|
# should throw right here since Name will be a property now on the `grid` object
|
|
|
|
# and it is not found on the second layer
|
|
|
|
mapnik.render_layer(m,grid,layer=1,fields=['Value'])
|
|
|
|
utf1 = grid.encode()
|
2012-08-17 00:59:03 +00:00
|
|
|
|
2011-06-16 18:08:22 +00:00
|
|
|
if __name__ == "__main__":
|
2012-07-19 00:29:22 +00:00
|
|
|
setup()
|
2014-07-14 16:34:20 +00:00
|
|
|
exit(run_all(eval(x) for x in dir() if x.startswith("test_")))
|