TP 1 : Map generation with Python#
In this tutorial, we will learn how to render a map in SVG in Python from GeoJSON files generated from a medieval city generator. During this tutorial, we will learn basic file manipulations and object oriented programming in Python:
reading json files
modeling a map with classes
rendering a map in SVG with template rendering engine
Fig. 1 Icehall Keep, a city generated with the medieval city generator#
Part 1 - Reading GeoJSON files#
JSON files and Python#
JSON (JavaScript Object Notation) is a lightweight data-interchange format. It is easy for humans to read and write. It is easy for machines to parse and generate. It is based on a subset of the JavaScript Programming Language, Standard ECMA-262 3rd Edition - December 1999. JSON is a text format that is completely language independent but uses conventions that are familiar to programmers of the C-family of languages, including C, C++, C#, Java, JavaScript, Perl, Python, and many others. These properties make JSON an ideal data-interchange language.
Suppose we have the following JSON file:data.json:
{
"name": "John",
"age": 30,
"cars": {
"car1": "Ford",
"car2": "BMW",
"car3": "Fiat"
},
"children": [ {
"name": "Ann",
"age": 5
},
{
"name": "Billy",
"age": 7
}
]
}
Here, we have a dictionary with 4 keys: name, age, cars and children. The value of the name key is a string, the value of the age key is an integer, the value of the cars key is a dictionary and the value of the children key is a list of dictionaries.
In Python, we can use the json module to read and write JSON files. The json module provides an easy way to work with JSON data in Python. It can parse JSON from strings or files. It can also convert Python dictionaries to JSON strings.
import json
# read a JSON file
with open('data.json') as f:
data = json.load(f)
print(data)
The json.load function reads the content of the file and returns a Python dictionary. We can then access the values of the dictionary as we would do with any other dictionary.
print(data['name']) # John
print(data['age']) # 30
print(data['cars']) # {'car1': 'Ford', 'car2': 'BMW', 'car3': 'Fiat'}
print(data['children']) # [{'name': 'Ann', 'age': 5}, {'name': 'Billy', 'age': 7}]
The GeoJSON format#
The first step is to load the data from the GeoJSON file. We will use the json module to load the data from the file. The data is a dictionary with the following keys:
type: the type of the object, in our case a FeatureCollectionfeatures: a list of GeoJson objects, each feature is a dictionary with the following keys:type: the type of the shapes.id: the id of the featurecoordinatesorgeometriesdepending on the type of the feature
The type can be one of these following base types:
Point: just a pair of coordinates (x, y) in a listLineString: a list of points, thecoordinatesmember is a list of positions with awidthmemberPolygon: a closed shape, thecoordinatesmember is two closedLineString
Or a composition of them:
MultiPoint: a list of points, thecoordinatesmember is a list of positionsMultiLineString: a list of lines, thecoordinatesmember is a list ofLineStringMultiPolygon: a list of polygons, thecoordinatesmember is a list ofPolygonGeometryCollection: a list of geometries, thegeometriesmember is a list of geometries
Here is an example of such a json file:
{
"type": "FeatureCollection",
"features": [
{ "type" : "Point", "id": 1, "coordinates": [0, 0] },
{ "type" : "LineString", "id": 2, "width" : 8, "coordinates": [[0, 0], [1, 1], [2, 2]] }
{ "type" : "Polygon", "id": 3, "width" : 8, "coordinates": [[[0, 0], [0, 1], [1, 1], [1, 0], [0, 0]]] },
{ "type" : "MultiPoint", "id": 4, "coordinates": [[0, 0], [1, 1], [2, 2]] },
{ "type" : "MultiLineString", "id": 5, "coordinates": [[[0, 0], [1, 1], [2, 2]], [[0, 0], [1, 1], [2, 2]]] },
{ "type" : "MultiPolygon", "id": 6, "coordinates": [[[[0, 0], [0, 1], [1, 1], [1, 0], [0, 0]], [[0, 0], [0, 1], [1, 1], [1, 0], [0, 0]]], [[[0, 0], [0, 1], [1, 1], [1, 0], [0, 0]], [[0, 0], [0, 1], [1, 1], [1, 0], [0, 0]]]] },
{ "type" : "GeometryCollection", "id": 7, "geometries": [{ "type" : "Point", "coordinates": [0, 0] }, { "type" : "LineString", "coordinates": [[0, 0], [1, 1], [2, 2]] }] }
]
}
The id member is not mandatory, it is used to identify the feature, in our case, it identifies the type of the object (Building, Road, River, etc.). You can open one the provided GeoJSON files with a text editor to see the structure of the file.
Exercice#
We load the data from the file examples/bluemill_fort.json and print the id and type of each feature. If the feature is a collection, you should print the number of items in the collection.
import json
def count_items(data):
type = data['type']
# if the type is a multi* type, then we need to count the number of items in the coordinates array
if type in ["MultiPolygon", "MultiLineString", "MultiPoint"]:
pass # FIXME
# if the type is a *Collection type, then we need to count recursively the number of items in the geometries array
elif type == "GeometryCollection":
pass # FIXME
else:
pass # FIXME
def map_summary(filename):
with open(filename, 'r') as f:
data = json.load(f)
for feature in data['features']:
id = feature['id']
type = feature['type']
count = count_items(feature)
print(f"Feature {id} is a {type} with {count} items.")
map_summary("examples/thunty_city.json")
Feature values is a Feature with None items.
Feature earth is a Polygon with None items.
Feature roads is a GeometryCollection with None items.
Feature walls is a GeometryCollection with None items.
Feature rivers is a GeometryCollection with None items.
Feature planks is a GeometryCollection with None items.
Feature buildings is a MultiPolygon with None items.
Feature prisms is a MultiPolygon with None items.
Feature squares is a MultiPolygon with None items.
Feature greens is a MultiPolygon with None items.
Feature fields is a MultiPolygon with None items.
Feature trees is a MultiPoint with None items.
Feature districts is a GeometryCollection with None items.
Feature water is a MultiPolygon with None items.
Python Object Model (reminders from the course)#
Basic definition#
A class in python is defined with the keyword class followed by the name of the and a colon. The can
contain methods and attributes. The first argument of a method is always self which is a reference to the instance of
the class. The can also contain a special method called __init__ that is called when the``is` instantiated.
This method is used to initialize the attributes of the class.
class X:
def __init__(self, a, b):
self.a = a
self.b = b
def f(self):
return self.a + self.b
Dataclasses#
A dataclass is a class that is mainly used to store data. It is defined with the @dataclass decorator. The class will get a __init__ method that will initialize the attributes of the class. The __repr__ method will return a string representation of the class. The __eq__ method will compare two instances of the class. The previous example can be rewritten as:
from dataclasses import dataclass
@dataclass
class X:
a: int
b: int
def f(self):
return self.a + self.b
obj = X(1, 2)
print(obj.f())
3
Static methods and class fields#
A static method is a method that is not bound to the instance of the class. It is defined with the @staticmethod
decorator. A class variable is a field that is shared by all the instances of the class. The first argument of a
method is the class itself. In dataclasses, a class variable is defined with the ClassVar[...] generic type.
from dataclasses import dataclass
from typing import ClassVar
@dataclass
class X:
a: int
b: int
c: ClassVar[str] = "red"
@staticmethod
def print_color():
return f"My color is {X.c} (as any X)"
def print_all(self):
return f"My color is {self.c} and a={self.a}, b={self.b}"
obj1 = X(1, 2)
obj2 = X(3, 4)
print(obj1.print_all())
print(obj2.print_all())
X.c = "blue"
print(obj1.print_all())
print(obj2.print_all())
My color is red and a=1, b=2
My color is red and a=3, b=4
My color is blue and a=1, b=2
My color is blue and a=3, b=4
Inheritance#
A class inherit from another class. The child classes inherit all the methods and attributes of the parent class. The child classes override the methods of the parent class.
An abstract class is a class that cannot be instantiated. It is defined with the @abstractclass decorator. It is used to define a common interface for the child classes by declaring abstract methods that must be implemented by the child classes. From abstract methods are defined with the @abstractmethod decorator. The child class must implement the abstract methods of the parent class.
from abc import ABC, abstractmethod
class A(ABC):
def f(self):
return "A"
@abstractmethod
def g(self):
pass
class B(A):
def f(self):
return "B"
def g(self):
return "Implemented"
In the previous example, the class B inherits from the class A that is an abstract class. The method f is
overridden by the class B. The method g is implemented by the class B.
Exercise#
The Geometry module#
In the module Geometry.py, create the classes GeometryObject, Point, LineString, Polygon and Composite that will represent the different types of shapes. Note that the classComposite will be used to represent MultiPoint, MultiLineString, MultiPolygon and GeometryCollection.
The class GeometryObject will be the base class for the other classes.
These classes will have the FromDict factory method that will create a new instance of the class from a dictionary. The method will take a dictionary as an argument and return an instance of the class.
from abc import ABC, abstractmethod
class GeometryObject(ABC):
@staticmethod
@abstractmethod
def FromDict(data: dict) -> 'GeometryObject':
if data["type"] == "Point":
return Point.FromDict(data)
# Do the same for LineString, Polygon and Composite...
@dataclass
class Point(GeometryObject):
x: float
y: float
@staticmethod
def FromDict(data: dict) -> 'Point':
coordinates = data["coordinates"]
return Point(coordinates[0], coordinates[1])
# Do the same for LineString, Polygon and Composite
The Map module#
In the module Map.py, create the class MapElement that will represent an abstract map element that contains a geometry. This class is the base class for all other classes that will represent the different types of map elements: Road, River, Wall, Plank, Building, Prism, Square, Green, Field, Tree, District, Earth. Add a factory method FromDict to the MapElement class that will create a new instance of the class from a dictionary (based on the id field).
@dataclass
class MapElement(ABC):
geometry: GeometryObject
@staticmethod
def FromDict(data: dict) -> 'MapElement':
# Create a GeometryObject from the data
g = GeometryObject.FromDict(data)
if data["id"] == "roads":
return Road(geometry=g)
# Do the same for the other classes
class Road(MapElement):
pass
## Do the same for the other classes
:bulb: You can use a dictionary to map the id to the class name and avoid a long list of if statements.
In the same module, add the Map class that will contain a list of MapElement. Add a factory method LoadFromGeoJson that will take the file name as an argument and return a new instance of the class. The function loads the data from the GeoJSON file and creates the map elements using the MapElement factories defined previously.
@dataclass
class Map:
items : List[MapElement]
def LoadFromGeoJson(filename: str) -> 'Map':
items = []
# Load the data from the json file
# Create the map elements and store them in a list that will be returned
return Map(items)
Your main file#
In your main file main.py, test your code with one of the provided GeoJSON files.
import Map
map = Map.Map.LoadFromGeoJson("examples/silverrocks.json")
print(map.items)
[Earth(geometry=Polygon(points=[Point(x=-2487.283, y=694.033), Point(x=-2382.239, y=1030.558), Point(x=-2111.632, y=965.357), Point(x=-2006.616, y=1318.67), Point(x=-1787.973, y=1321.059), Point(x=-1576.484, y=1728.314), Point(x=-1548.31, y=1742.206), Point(x=-1389.854, y=1922.881), Point(x=-1129.576, y=1663.295), Point(x=-772.8, y=1663.452), Point(x=-682.983, y=2031.669), Point(x=-400.655, y=1906.695), Point(x=-287.48, y=1975.371), Point(x=76.579, y=1800.246), Point(x=191.063, y=1885.398), Point(x=607.726, y=1774.463), Point(x=634.752, y=1819.004), Point(x=694.792, y=1928.167), Point(x=1288.661, y=2112.711), Point(x=1091.443, y=1569.37), Point(x=1356.924, y=1444.234), Point(x=1485.058, y=1549.063), Point(x=1720.762, y=1176.98), Point(x=1844.589, y=1160.888), Point(x=1917.172, y=1040.136), Point(x=1855.167, y=818.09), Point(x=1944.985, y=623.175), Point(x=2553.053, y=534.088), Point(x=2038.634, y=25.813), Point(x=2293.925, y=-437.17), Point(x=2279.535, y=-442.612), Point(x=1648.329, y=-871.278), Point(x=1946.078, y=-1057.38), Point(x=2009.575, y=-1554.694), Point(x=1728.214, y=-1535.963), Point(x=1515.656, y=-1669.327), Point(x=1366.432, y=-2121.354), Point(x=1022.599, y=-2032.778), Point(x=919.864, y=-2026.194), Point(x=914.266, y=-2027.339), Point(x=735.827, y=-2310.408), Point(x=614.93, y=-2518.075), Point(x=134.492, y=-2143.595), Point(x=117.229, y=-2145.099), Point(x=110.122, y=-2140.765), Point(x=-441.842, y=-2162.492), Point(x=-735.093, y=-2366.217), Point(x=-693.846, y=-2006.215), Point(x=-716.64, y=-1752.072), Point(x=-961.151, y=-1784.367), Point(x=-1012.051, y=-1802.774), Point(x=-1073.089, y=-1624.94), Point(x=-1329.055, y=-1655.772), Point(x=-1312.048, y=-1446.574), Point(x=-1350.498, y=-1376.749), Point(x=-1562.715, y=-1313.847), Point(x=-1630.835, y=-1109.921), Point(x=-1811.112, y=-973.439), Point(x=-1826.184, y=-929.578), Point(x=-2379.543, y=-1031.17), Point(x=-2160.453, y=-476.661), Point(x=-2338.084, y=-364.394), Point(x=-2411.885, y=-155.467), Point(x=-2475.3, y=-46.466), Point(x=-2297.907, y=164.533), Point(x=-2222.134, y=518.782)])), Wall(geometry=Composite(elements=[Polygon(points=[Point(x=-371.235, y=-80.901), Point(x=-364.946, y=16.101), Point(x=-341.148, y=126.28), Point(x=-310.124, y=220.629), Point(x=-252.107, y=271.236), Point(x=-168.43, y=300.537), Point(x=-84.754, y=329.837), Point(x=-7.319, y=354.733), Point(x=90.91, y=340.015), Point(x=154.238, y=265.075), Point(x=218.413, y=200.003), Point(x=273.31, y=107.958), Point(x=306.721, y=-10.108), Point(x=297.174, y=-114.729), Point(x=249.398, y=-192.565), Point(x=201.622, y=-270.4), Point(x=113.779, y=-332.656), Point(x=-6.136, y=-299.164), Point(x=-123.88, y=-284.056), Point(x=-205.291, y=-250.207), Point(x=-286.702, y=-216.358), Point(x=-344.378, y=-159.821)]), Polygon(points=[Point(x=-45.249, y=-235.779), Point(x=-105.874, y=-210.437), Point(x=-119.251, y=-117.157), Point(x=-55.161, y=-123.941), Point(x=3.592, y=-156.207)])])), River(geometry=Composite(elements=[LineString(points=[Point(x=634.752, y=1819.004), Point(x=815.169, y=1571.212), Point(x=812.157, y=1378.398), Point(x=645.812, y=1198.014), Point(x=462.63, y=994.72), Point(x=350.228, y=817.147), Point(x=296.252, y=694.966), Point(x=255.182, y=602.112), Point(x=209.128, y=516.393), Point(x=155.87, y=428.574), Point(x=90.91, y=340.015), Point(x=37.802, y=257.889), Point(x=24.391, y=181.642), Point(x=42.473, y=113.707), Point(x=68.371, y=59.827), Point(x=86.383, y=12.525), Point(x=94.331, y=-40.065), Point(x=98.994, y=-97.952), Point(x=101.978, y=-159.386), Point(x=102.833, y=-233.201), Point(x=113.779, y=-332.656), Point(x=145.742, y=-459.602), Point(x=186.444, y=-592.471), Point(x=211.85, y=-718.054), Point(x=204.793, y=-858.687), Point(x=161.198, y=-1018.908), Point(x=84.07, y=-1169.319), Point(x=-20.423, y=-1295.796), Point(x=-138.562, y=-1409.833), Point(x=-264.092, y=-1543.33), Point(x=-398.992, y=-1713.964), Point(x=-693.846, y=-2006.215)])])), Plank(geometry=Composite(elements=[LineString(points=[Point(x=119.748, y=-96.622), Point(x=78.24, y=-99.283)])])), Building(geometry=Composite(elements=[Polygon(points=[Point(x=32, y=7.353), Point(x=30.249, y=-28.037), Point(x=13.989, y=-26.13)]), Polygon(points=[Point(x=31.83, y=3.911), Point(x=32.927, y=5.95), Point(x=34.326, y=5.976), Point(x=43.181, y=6.139), Point(x=43.856, y=-13.786), Point(x=30.923, y=-14.424)]), Polygon(points=[Point(x=43.073, y=9.325), Point(x=63.35, y=9.699), Point(x=64.941, y=-0.826), Point(x=43.484, y=-2.8)]), Polygon(points=[Point(x=66.729, y=-12.658), Point(x=43.856, y=-13.786), Point(x=43.484, y=-2.8), Point(x=64.941, y=-0.826)]), Polygon(points=[Point(x=30.441, y=-24.152), Point(x=30.923, y=-14.424), Point(x=52.96, y=-13.337), Point(x=52.43, y=-26.781), Point(x=47.479, y=-26.15), Point(x=30.759, y=-24.189)]), Polygon(points=[Point(x=66.729, y=-12.658), Point(x=69.789, y=-32.905), Point(x=52.276, y=-30.674), Point(x=52.96, y=-13.337)]), Polygon(points=[Point(x=-55.433, y=-50.683), Point(x=-55.653, y=-23.756), Point(x=-13.584, y=-23.412), Point(x=-13.364, y=-50.34)]), Polygon(points=[Point(x=71.354, y=-43.722), Point(x=72.204, y=-54.276), Point(x=59.295, y=-57.555), Point(x=52.263, y=-41.289)]), Polygon(points=[Point(x=74.059, y=-77.302), Point(x=65.075, y=-70.922), Point(x=59.295, y=-57.555), Point(x=72.204, y=-54.276)]), Polygon(points=[Point(x=51.568, y=196.454), Point(x=63.281, y=194.394), Point(x=64.473, y=172.246), Point(x=53.387, y=169.295), Point(x=49.416, y=184.217)]), Polygon(points=[Point(x=82.954, y=179.68), Point(x=64.34, y=174.726), Point(x=63.281, y=194.394), Point(x=72.386, y=192.793), Point(x=78.995, y=194.552)]), Polygon(points=[Point(x=106.109, y=201.769), Point(x=110.994, y=183.419), Point(x=83.879, y=176.202), Point(x=78.995, y=194.552)]), Polygon(points=[Point(x=56.914, y=222.789), Point(x=59.689, y=238.567), Point(x=76.761, y=233.827), Point(x=71.548, y=220.215)]), Polygon(points=[Point(x=59.834, y=249.241), Point(x=64.344, y=256.216), Point(x=81.168, y=245.336), Point(x=76.761, y=233.827), Point(x=58.037, y=239.025)]), Polygon(points=[Point(x=81.168, y=245.336), Point(x=97.288, y=234.913), Point(x=97.57, y=233.853), Point(x=77.44, y=235.602)]), Polygon(points=[Point(x=99.912, y=225.052), Point(x=77.684, y=219.136), Point(x=71.548, y=220.215), Point(x=77.44, y=235.602), Point(x=97.57, y=233.853)]), Polygon(points=[Point(x=58.82, y=222.454), Point(x=73.007, y=219.959), Point(x=73.625, y=208.47), Point(x=56.546, y=209.525)]), Polygon(points=[Point(x=53.326, y=196.145), Point(x=53.762, y=198.627), Point(x=55.689, y=209.578), Point(x=73.625, y=208.47), Point(x=74.439, y=193.339), Point(x=72.386, y=192.793)]), Polygon(points=[Point(x=103.281, y=201.016), Point(x=90.241, y=197.545), Point(x=84.043, y=220.829), Point(x=97.084, y=224.3), Point(x=103.233, y=201.198)]), Polygon(points=[Point(x=110.048, y=209.306), Point(x=126.995, y=213.817), Point(x=134.103, y=201.903), Point(x=121.263, 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Part 2 : Extending the Map class#
The bounding box of a shape#
The bounding box of a shape is the smallest rectangle that contains the shape. It is defined by the coordinates of the lower left corner and the upper right corner. We will create a method bounding_box in the GeometryObject class that will return the bounding box of the shape.
The method will return the tuple (x₁, y₁, x₂, y₂) where (x₁, y₁) is the top left point and (x₂, y₂) is the bottom right point.
The default implementation of the method will return (+∞,+∞,-∞,-∞) and will be overridden by the child classes.
class GeometryObject(ABC):
@abstractmethod
def bounding_box(self) -> Tuple[float, float, float, float]:
return (+float("inf"), +float("inf"), -float("inf"), -float("inf"))
The bounding box of the map#
The bounding box of a map is the smallest rectangle that contains all the district elements (and only districts) with an extra-margin of 10% of the width and the height of the map. Add a method bounding_box in the Map class that will return the bounding box of the map.
class Map:
items : List[MapElement]
def bounding_box(self) -> Tuple[float, float, float, float]:
# FIXME
Test it on the provided GeoJSON files, you should get the following results:
Map |
Discricts Bounding box |
Bounding box with extra-margin |
|---|---|---|
bluemill_fort.json |
(-1095.40, -657.10, 842.13, 781.14) |
(-1289.15, -800.92, 1035.88, 924.96) |
silverrocks.json |
(-371.24, -858.69, 569.83, 994.72) |
(-465.34, -1044.03, 663.93, 1180.06) |
thunty_city.json |
(-514.03, -433.27, 347.63, 424.05) |
(-600.20, -519.01, 433.80, 509.78) |
import Map
map = Map.Map.LoadFromGeoJson("examples/silverrocks.json")
print("Silverrocks bounding box:", map.bounding_box())
map = Map.Map.LoadFromGeoJson("examples/bluemill_fort.json")
print("Bluemill Fort bounding box:", map.bounding_box())
map = Map.Map.LoadFromGeoJson("examples/thunty_city.json")
print("Thunty City bounding box:", map.bounding_box())
Silverrocks bounding box: (-465.34130000000005, -1044.0277, 663.9343, 1180.0607)
Bluemill Fort bounding box: (-1289.1517, -800.9227000000001, 1035.8807000000002, 924.9617000000001)
Thunty City bounding box: (-600.2017999999999, -519.0053, 433.7998, 509.7823)
Properties of the map elements#
Each map element should have the following properties that will be used to render the map in SVG:
stroke(by default “black”), this is the color of the border of the shapestroke_width(by default 1), this is the width of the border of the shapefill(by default “none”), this is the color or the fill pattern of the inside of the shape (nonemeans no filling)marker(by default “none”), this is the marker of the shape e.g. the style of arrow tips (nonemeans no marker)filter(by default “none”), this is the filter style of the shape e.g. shadows (nonemeans no filter)z_order(by default 0), this is the z-index of the shape, it is used to determine the order of the shapes in the SVG file, the higher the z-order, the more the shape is in the front.
Use the following table to set the properties of the map elements (note that those are class variables not instance variables !):
Stroke |
Stroke Width |
Fill |
Marker |
Filter |
Z order |
|
|---|---|---|---|---|---|---|
Road |
#FFF2C8 |
(from file) |
1 |
|||
Wall |
#606661 |
(from file) |
url(#wall) |
|||
River |
#779988 |
|||||
Plank |
#FFF2C8 |
|||||
Building |
#D6A36E |
url(#shadow) |
||||
Prism |
||||||
Square |
#F2F2DA |
|||||
Green |
#99AA77 |
url(#green) |
||||
Field |
#99AA77 |
url(#green) |
||||
Tree |
#667755 |
|||||
District |
||||||
Water |
#779988 |
|||||
Earth |
In the json file, some properties are defined in the Feature element. In the factory method LoadFromGeoJson of the Map class, use the properties defined in the Feature element to set the properties of the map elements.
{
"type": "Feature",
"id": "values",
"roadWidth": 8, # Thickness of the road
"towerRadius": 7.6,
"wallThickness": 7.6, # Thickness of the wall
"generator": "mfcg",
"version": "0.10.1"
}
import Map
map = Map.Map.LoadFromGeoJson("examples/silverrocks.json")
print("Road thickness:", Map.Road.stroke_width)
print("Wall thickness:", Map.Wall.stroke_width)
print("Building fill color:", Map.Building.fill)
Road thickness: 8
Wall thickness: 7.6
Building fill color: #D6A36E
Part 3. Map rendering in SVG#
The SVG format#
The SVG format is a vectorial format that is used to render 2D graphics. The SVG format is based on the XML format. The SVG format is composed of a set of tags that define the different elements of the graphic. in our context, the important tags are:
svg: the root tag that contains the whole graphicpolygon: a closed shape. For instance, a triangle is defined by the tag<polygon points="x₁,y₁ x₂,y₂ x₃,y₃"/>polyline: a line composed of several segments. For instance, a simple segment is defined by the tag<polyline points="x₁,y₁ x₂,y₂"/>
SVG elements can be associated with a class. The class is used to define the style of the element. The style is then defined in the style tag of the svg tag.
The style of a class is defined and applied to elements with the following syntax:
<style>
.Road {
stroke: #FFF2C8;
stroke-width: 8;
marker: url(#wall);
}
</style>
<polygon class="Road" points="x₁,y₁ x₂,y₂ x₃,y₃"/>
<polygon class="Road" points="x₄,y₄ x₅,y₅ x₆,y₆"/>
In this example, we have defined two roads with the same style. The style is defined in the style tag and applied to the roads with the class attribute.
SVG rendering from the GeometryObject class#
Add the abstract method to_svg(classname: str) -> in each class of the GeometryObject hierarchy. This method will return its SVG representation as a string.
For instance, for the class Point, the method will return the string: <circle class="Point" cx="x" cy="y" r="2"/> where x and y are the coordinates of the point.
@dataclass
class Point:
x: float
y: float
def to_svg(self, classname: str) -> str:
return f'<circle class="{classname}" cx="{self.x}" cy="{self.y}" />'
Then, in the class MapElement, add the method to_svg that will call the method to_svg of the geometry attribute
with the appropriate classname. The classname of the current instance can be obtained with self.__class__.__name__.
Add also the method __str__(self) -> str that will return the SVG representation of the map element when it is printed.
@dataclass
class MapElement(ABC):
geometry: GeometryObject
def to_svg(self) -> str:
#FIXME
def __str__(self) -> str:
#FIXME
SVG rendering with a template rendering engine#
We will use the mustache template format and its python rendering engine chevron to render the map in SVG. A template engine allows to split the content of a document into two parts: the data and the presentation. The data is the content of the document. The presentation is the layout of the document. The template engine will merge the data with the presentation to produce the final document.
Consider the following template stored in the file template.svg:
<svg>
{{items}}
{{.}}
{{items}}
</svg>
The {{items}} is a placeholder that will be replaced by the content of the items variable. The {{.}} is a placeholder that will be replaced by the current item of the items list.
If used with the following data:
import chevron
data = {
"items": [
MapElement([Point(10, 20)]),
MapElement([Point(30, 40)]),
]
}
chevron.render(open("template.svg", data))
The result will be:
<svg>
<circle class="MapElement" cx="10" cy="20" />
<circle class="MapElement" cx="30" cy="40" />
</svg>
A template is provided in the file map-template.svg (use save-as to download the file if it opens in the browser). The template is an SVG file (with the .svg extension) that contains the following placeholders:
{{bbox}}: a dictionary with the bounding box of the map expressed in the form{"x" : x₁, "y" : y₁, "width" : x₂ - x₁, "height" : y₂ - y₁}where x₁, y₁, x₂, y₂ are the coordinates of the bounding box with an extra 20% margin.{{classes}}: the list of classes that will be used to render the map elements in SVG{{items}}: the list ofMapElementobjects that will be rendered in SVG
Modify the provided template to handle the {{items}} and {{classes}} placeholders. Then, use the chevron
module to render the map in SVG. The chevron module provides the render method that will take a string and a
dictionary as arguments and return the string with the placeholders replaced by the values of the dictionary.
import chevron
data = {
"classes": [ Map.Building, Map.District, ...FIXME],
"bbox": {
"x": FIXME,
"y": FIXME,
"width": FIXME,
"height": FIXME,
},
"items": elements,
}
svg = chevron.render(open("map-template.svg"), data)
# write the string `svg` to a file `map.svg` and see the results in a SVG viewer
Expected output#
The rendering of the map in SVG should look like the following:
Fig. 2 Silverrocks#
Fig. 3 Bluemill Fort#
Fig. 4 Thunty City#
Part 4. Automation of the map rendering#
In this part, we will create a script that will render the map in SVG from the GeoJSON files located in a folder. The script will take the path of the folder as an argument, then it will load the GeoJSON files from the folder and render the maps in SVG. The SVG files will be saved in the same folder with the same name but with the .svg extension.
The expected usage of the script is:
python main.py path/to/folder
Listing the files in a folder#
We will use the Pathlib module to list the files in a folder. The Pathlib module provides a way to interact with the file system in a more object-oriented way. The Path class represents a file or a directory. The Path class has a method iterdir that returns an iterator over the files in the directory. See the documentation of the Pathlib module for more information.
from pathlib import Path
p = Path("./examples")
filelists = [ file for file in p.iterdir() if file.suffix == ".json"]
for file in filelists:
print(file)
examples/bluemill_fort.json
examples/silverrocks.json
examples/thunty_city.json
Getting the input folder name from the command line#
We will use the sys module to get the input folder name from the command line. The sys module provides access to some variables used or maintained by the Python interpreter and to functions that interact strongly with the interpreter. The sys.argv list contains the command-line arguments passed to the script. The first argument is the name of the script and the second argument is the input folder name.
import sys
folder = sys.argv[1]
Writing the script#
Create a script main.py that will render the maps in SVG from the GeoJSON files located in a folder. The script will take the path of the folder as an argument, then it will load the GeoJSON files from the folder and render the maps in SVG. The SVG files will be saved in the same folder with the same name but with the .svg extension.
Test the script with the provided GeoJSON files.
Submission#
You have to submit the following files in a zip archive (at the root of the archive)
Geometry.pyMap.pymain.pymap-template.svgThe SVG files generated by the script by running the script with the provided GeoJSON files.
Your script will be tested with new GeoJSON files that will be provided by the teachers. The new GeoJSON files will have the same structure as the provided GeoJSON files.