def test_parallel_user_define():
c_schema = [
{
"dim": 0,
"name": "data"
},
{
"dim": 1,
"name": "AQI"
},
{
"dim": 2,
"name": "PM2.5"
},
{
"dim": 3,
"name": "PM10"
},
{
"dim": 4,
"name": "CO"
},
{
"dim": 5,
"name": "NO2"
},
{
"dim": 6,
"name": "CO2"
},
{
"dim": 7,
"name": "等级",
"type": "category",
"data": ['优', '良', '轻度污染', '中度污染', '重度污染', '严重污染'],
},
]
data = [
[1, 91, 45, 125, 0.82, 34, 23, "良"],
[2, 65, 27, 78, 0.86, 45, 29, "良"],
[3, 83, 60, 84, 1.09, 73, 27, "良"],
[4, 109, 81, 121, 1.28, 68, 51, "轻度污染"],
[5, 106, 77, 114, 1.07, 55, 51, "轻度污染"],
[6, 109, 81, 121, 1.28, 68, 51, "轻度污染"],
[7, 106, 77, 114, 1.07, 55, 51, "轻度污染"],
[8, 89, 65, 78, 0.86, 51, 26, "良"],
[9, 53, 33, 47, 0.64, 50, 17, "良"],
[10, 80, 55, 80, 1.01, 75, 24, "良"],
[11, 117, 81, 124, 1.03, 45, 24, "轻度污染"],
[12, 99, 71, 142, 1.1, 62, 42, "良"],
[13, 95, 69, 130, 1.28, 74, 50, "良"],
[14, 116, 87, 131, 1.47, 84, 40, "轻度污染"],
]
parallel = Parallel("平行坐标系-用户自定义指示器")
parallel.config(c_schema=c_schema)
parallel.add("parallel", data)
parallel.render()
def test_parallel_user_define():
c_schema = [
{"dim": 0, "name": "data"},
{"dim": 1, "name": "AQI"},
{"dim": 2, "name": "PM2.5"},
{"dim": 3, "name": "PM10"},
{"dim": 4, "name": "CO"},
{"dim": 5, "name": "NO2"},
{"dim": 6, "name": "CO2"},
{"dim": 7, "name": "等级",
"type": "category",
"data": ['优', '良', '轻度污染', '中度污染', '重度污染', '严重污染']}
]
data = [
[1, 91, 45, 125, 0.82, 34, 23, "良"],
[2, 65, 27, 78, 0.86, 45, 29, "良"],
[3, 83, 60, 84, 1.09, 73, 27, "良"],
[4, 109, 81, 121, 1.28, 68, 51, "轻度污染"],
[5, 106, 77, 114, 1.07, 55, 51, "轻度污染"],
[6, 109, 81, 121, 1.28, 68, 51, "轻度污染"],
[7, 106, 77, 114, 1.07, 55, 51, "轻度污染"],
[8, 89, 65, 78, 0.86, 51, 26, "良"],
[9, 53, 33, 47, 0.64, 50, 17, "良"],
[10, 80, 55, 80, 1.01, 75, 24, "良"],
[11, 117, 81, 124, 1.03, 45, 24, "轻度污染"],
[12, 99, 71, 142, 1.1, 62, 42, "良"],
[13, 95, 69, 130, 1.28, 74, 50, "良"],
[14, 116, 87, 131, 1.47, 84, 40, "轻度污染"]
]
parallel = Parallel("平行坐标系-用户自定义指示器")
parallel.config(c_schema=c_schema)
parallel.add("parallel", data)
parallel.render()
def test_parallel_line_style():
schema = ["data", "AQI", "PM2.5", "PM10", "CO", "NO2"]
data = [[1, 91, 45, 125, 0.82, 34]]
parallel = Parallel()
parallel.config(schema)
parallel.add("parallel", data, line_width=20, line_opacity=0.5)
html_content = parallel._repr_html_()
assert '"width": 20' in html_content
assert '"opacity": 0.5' in html_content
def test_parallel_line_style():
schema = ["data", "AQI", "PM2.5", "PM10", "CO", "NO2"]
data = [[1, 91, 45, 125, 0.82, 34]]
parallel = Parallel()
parallel.config(schema)
parallel.add("parallel", data, line_width=20, line_opacity=0.5)
html_content = parallel._repr_html_()
assert '"width": 20' in html_content
assert '"opacity": 0.5' in html_content
def test_parallel_default():
schema = ["data", "AQI", "PM2.5", "PM10", "CO", "NO2"]
data = [[1, 91, 45, 125, 0.82, 34], [
2,
65,
27,
78,
0.86,
45,
], [3, 83, 60, 84, 1.09, 73], [4, 109, 81, 121, 1.28, 68],
[5, 106, 77, 114, 1.07, 55], [6, 109, 81, 121, 1.28, 68],
[7, 106, 77, 114, 1.07, 55], [8, 89, 65, 78, 0.86, 51, 26],
[9, 53, 33, 47, 0.64, 50, 17], [10, 80, 55, 80, 1.01, 75, 24],
[11, 117, 81, 124, 1.03, 45]]
parallel = Parallel("平行坐标系-默认指示器")
parallel.config(schema)
parallel.add("parallel", data, is_random=True)
parallel.render()
def test_parallel_default():
schema = ["data", "AQI", "PM2.5", "PM10", "CO", "NO2"]
data = [
[1, 91, 45, 125, 0.82, 34],
[2, 65, 27, 78, 0.86, 45, ],
[3, 83, 60, 84, 1.09, 73],
[4, 109, 81, 121, 1.28, 68],
[5, 106, 77, 114, 1.07, 55],
[6, 109, 81, 121, 1.28, 68],
[7, 106, 77, 114, 1.07, 55],
[8, 89, 65, 78, 0.86, 51, 26],
[9, 53, 33, 47, 0.64, 50, 17],
[10, 80, 55, 80, 1.01, 75, 24],
[11, 117, 81, 124, 1.03, 45]
]
parallel = Parallel("平行坐标系-默认指示器")
parallel.config(schema)
parallel.add("parallel", data, is_random=True)
parallel.render()
[1, 91, 45, 125, 0.82, 34, 23, "良"],
[2, 65, 27, 78, 0.86, 45, 29, "良"],
[3, 83, 60, 84, 1.09, 73, 27, "良"],
[4, 109, 81, 121, 1.28, 68, 51, "轻度污染"],
[5, 106, 77, 114, 1.07, 55, 51, "轻度污染"],
[6, 109, 81, 121, 1.28, 68, 51, "轻度污染"],
[7, 106, 77, 114, 1.07, 55, 51, "轻度污染"],
[8, 89, 65, 78, 0.86, 51, 26, "良"],
[9, 53, 33, 47, 0.64, 50, 17, "良"],
[10, 80, 55, 80, 1.01, 75, 24, "良"],
[11, 117, 81, 124, 1.03, 45, 24, "轻度污染"],
[12, 99, 71, 142, 1.1, 62, 42, "良"],
[13, 95, 69, 130, 1.28, 74, 50, "良"],
[14, 116, 87, 131, 1.47, 84, 40, "轻度污染"]
]
parallel = Parallel("平行坐标系-用户自定义指示器")
parallel.config(c_schema=c_schema)
parallel.add("parallel", data, is_random=False)
parallel.render()
# -----------------------------------------------------------------------------
# polar
from pyecharts import Polar
from pyecharts import Page
page = Page()
import random
data = [(i, random.randint(1, 100)) for i in range(101)] #[(radius, angle)]
polar = Polar("极坐标系")
polar.add("", data, is_random=False)
page.add(polar)
def create_charts():
page = Page()
style = Style(width=WIDTH, height=HEIGHT)
schema = ["data", "AQI", "PM2.5", "PM10", "CO", "NO2"]
data = [[1, 91, 45, 125, 0.82, 34], [
2,
65,
27,
78,
0.86,
45,
], [3, 83, 60, 84, 1.09, 73], [4, 109, 81, 121, 1.28, 68],
[5, 106, 77, 114, 1.07, 55], [6, 109, 81, 121, 1.28, 68],
[7, 106, 77, 114, 1.07, 55], [8, 89, 65, 78, 0.86, 51, 26],
[9, 53, 33, 47, 0.64, 50, 17], [10, 80, 55, 80, 1.01, 75, 24],
[11, 117, 81, 124, 1.03, 45]]
chart = Parallel("平行坐标系-默认指示器", **style.init_style)
chart.config(schema)
chart.add("parallel", data, is_random=True)
page.add(chart)
c_schema = [{
"dim": 0,
"name": "data"
}, {
"dim": 1,
"name": "AQI"
}, {
"dim": 2,
"name": "PM2.5"
}, {
"dim": 3,
"name": "PM10"
}, {
"dim": 4,
"name": "CO"
}, {
"dim": 5,
"name": "NO2"
}, {
"dim": 6,
"name": "CO2"
}, {
"dim": 7,
"name": "等级",
"type": "category",
"data": ['优', '良', '轻度污染', '中度污染', '重度污染', '严重污染']
}]
data = [[1, 91, 45, 125, 0.82, 34, 23, "良"],
[2, 65, 27, 78, 0.86, 45, 29, "良"],
[3, 83, 60, 84, 1.09, 73, 27, "良"],
[4, 109, 81, 121, 1.28, 68, 51, "轻度污染"],
[5, 106, 77, 114, 1.07, 55, 51, "轻度污染"],
[6, 109, 81, 121, 1.28, 68, 51, "轻度污染"],
[7, 106, 77, 114, 1.07, 55, 51, "轻度污染"],
[8, 89, 65, 78, 0.86, 51, 26, "良"],
[9, 53, 33, 47, 0.64, 50, 17, "良"],
[10, 80, 55, 80, 1.01, 75, 24, "良"],
[11, 117, 81, 124, 1.03, 45, 24, "轻度污染"],
[12, 99, 71, 142, 1.1, 62, 42, "良"],
[13, 95, 69, 130, 1.28, 74, 50, "良"],
[14, 116, 87, 131, 1.47, 84, 40, "轻度污染"]]
chart = Parallel("平行坐标系-用户自定义指示器", **style.init_style)
chart.config(c_schema=c_schema)
chart.add("parallel", data)
page.add(chart)
return page
Python 3.6.3 (v3.6.3:2c5fed8, Oct 3 2017, 17:26:49) [MSC v.1900 32 bit (Intel)] on win32
Type "copyright", "credits" or "license()" for more information.
>>> # Part 11 Create Parallel Coordinate with Pyecharts
>>> from pyecharts import Parallel
>>> c_schema=[ {"dim": 0, "name": "data"}, {"dim": 1, "name": "AQI"}, {"dim": 2, "name": "PM2.5"}, {"dim": 3, "name": "PM10"}, {"dim": 4, "name": "CO"}, {"dim": 5, "name": "NO2"}, {"dim": 6, "name": "CO2"}, {"dim": 7, "name": "level", "type": "category", "data": ['Great', 'Good', 'MildPollution', 'Medium', 'Heavy', 'TerriblePollution']}]
>>> data = [ [1, 91, 45, 125, 0.82, 34, 23, "Good"],[2, 65, 27, 78, 0.86, 45, 29, "Good"],[3, 83, 60, 84, 1.09, 73, 27, "Good"], [4, 109, 81, 121, 1.28, 68, 51, "MildPollution"], [5, 106, 77, 114, 1.07, 55, 51, "MildPollution"], [6, 109, 81, 121, 1.28, 68, 51, "MildPollution"], [7, 106, 77, 114, 1.07, 55, 51, "MildPollution"], [8, 89, 65, 78, 0.86, 51, 26, "Good"], [9, 53, 33, 47, 0.64, 50, 17, "Good"], [10, 80, 55, 80, 1.01, 75, 24, "Good"], [11, 117, 81, 124, 1.03, 45, 24, "MildPollution"], [12, 99, 71, 142, 1.1, 62, 42, "Good"], [13, 95, 69, 130, 1.28, 74, 50, "Good"], [14, 116, 87, 131, 1.47, 84, 40, "MildPollution"]]
>>> parallel=Parallel("ParallelCoordinate-AirQulity Analysis")
>>> parallel.config(c_schema = c_schema)
<pyecharts.charts.parallel.Parallel object at 0x036619F0>
>>> parallel.add("parallel",data)
<pyecharts.charts.parallel.Parallel object at 0x036619F0>
>>> parallel.render()
>>>
from pyecharts import Parallel
schema = ["data", "AQI", "PM2.5", "PM10", "CO", "NO2"]
data = [[1, 91, 45, 125, 0.82, 34], [
2,
65,
27,
78,
0.86,
45,
], [3, 83, 60, 84, 1.09, 73], [4, 109, 81, 121, 1.28, 68],
[5, 106, 77, 114, 1.07, 55], [6, 109, 81, 121, 1.28, 68],
[7, 106, 77, 114, 1.07, 55], [8, 89, 65, 78, 0.86, 51, 26],
[9, 53, 33, 47, 0.64, 50, 17], [10, 80, 55, 80, 1.01, 75, 24],
[11, 117, 81, 124, 1.03, 45]]
parallel = Parallel("平行坐标系-默认")
parallel.config(schema)
parallel.add("parallel", data, is_more_utils=True)
# parallel.add("parallel",data,is_more_utils=True,is_random=True)
parallel.render(path="Parallel.html")
map.show_config()
map.render()
# 平行坐标系,修改为True查看
c_schema=[{'dim':0,'name':'data'},
{'dim':1,'name':'AQI'},
{'dim':2,'name':'pm2.5'},
{'dim':3,'name':'pm10'},
{'dim':4,'name':'co'},
{'dim':5,'name':'no2'},
{'dim':6,'name':'co2'},
{'dim':7,'name':'等级','type':'category','data':['优','良','轻度污染','中度污染','重度污染','严重污染']}]
data=[[1,91,45,125,0.82,34,23,'良'],
[2,65,45,125,0.82,34,23,'良'],
[3,83,45,125,0.82,34,23,'良'],
[4,102,45,125,0.82,34,23,'轻度污染'],
[5,88,45,125,0.82,34,23,'轻度污染'],
[6,89,45,125,0.82,34,23,'轻度污染'],
[7,81,45,125,0.82,34,23,'轻度污染'],
[8,97,45,125,0.82,34,23,'良'],
[9,102,45,125,0.82,34,23,'良'],
[10,111,45,125,0.82,34,23,'良'],
[11,98,45,125,0.82,34,23,'轻度污染'],
[12,89,45,125,0.82,34,23,'良'],
[13,88,45,125,0.82,34,23,'良'],
[14,81,45,125,0.82,34,23,'轻度污染']]
if True:
parallel=Parallel('平行坐标系-用户自定义指示器')
parallel.config(c_schema=c_schema)
parallel.add('Parallel',data)
parallel.show_config()
parallel.render()
from pyecharts import Parallel
c_schema =[ {"dim": 0, "name": "data"}, {"dim": 1, "name": "AQI"}, {"dim": 2, "name": "PM2.5"}, {"dim": 3, "name": "PM10"}, {"dim": 4, "name": "CO"}, {"dim": 5, "name": "NO2"}, {"dim": 6, "name": "CO2"}, {"dim": 7, "name": "等级", "type": "category", "data": ['优', '良', '轻度污染', '中度污染', '重度污染', '严重污染']}]
data =[ [1, 91, 45, 125, 0.82, 34, 23, "良"], [2, 65, 27, 78, 0.86, 45, 29, "良"], [3, 83, 60, 84, 1.09, 73, 27, "良"], [4, 109, 81, 121, 1.28, 68, 51, "轻度污染"], [5, 106, 77, 114, 1.07, 55, 51, "轻度污染"], [6, 109, 81, 121, 1.28, 68, 51, "轻度污染"], [7, 106, 77, 114, 1.07, 55, 51, "轻度污染"], [8, 89, 65, 78, 0.86, 51, 26, "良"], [9, 53, 33, 47, 0.64, 50, 17, "良"], [10, 80, 55, 80, 1.01, 75, 24, "良"], [11, 117, 81, 124, 1.03, 45, 24, "轻度污染"], [12, 99, 71, 142, 1.1, 62, 42, "良"], [13, 95, 69, 130, 1.28, 74, 50, "良"], [14, 116, 87, 131, 1.47, 84, 40, "轻度污染"]]
parallel =Parallel("平行坐标系-用户自定义指示器")
parallel.config(c_schema=c_schema)
parallel.add("parallel", data)
parallel.show_config()
parallel.render()