Windshaft-cartodb/test/acceptance/analysis/analysis-layers-use-cases.js
2016-04-20 15:33:17 +02:00

672 lines
25 KiB
JavaScript

require('../../support/test_helper');
var assert = require('../../support/assert');
var TestClient = require('../../support/test-client');
var dot = require('dot');
describe('analysis-layers use cases', function() {
var multitypeStyleTemplate = dot.template([
"#points['mapnik::geometry_type'=1] {",
" marker-fill-opacity: {{=it._opacity}};",
" marker-line-color: #FFF;",
" marker-line-width: 0.5;",
" marker-line-opacity: {{=it._opacity}};",
" marker-placement: point;",
" marker-type: ellipse;",
" marker-width: 8;",
" marker-fill: {{=it._color}};",
" marker-allow-overlap: true;",
"}",
"#lines['mapnik::geometry_type'=2] {",
" line-color: {{=it._color}};",
" line-width: 2;",
" line-opacity: {{=it._opacity}};",
"}",
"#polygons['mapnik::geometry_type'=3] {",
" polygon-fill: {{=it._color}};",
" polygon-opacity: {{=it._opacity}};",
" line-color: #FFF;",
" line-width: 0.5;",
" line-opacity: {{=it._opacity}};",
"}"
].join('\n'));
function cartocss(color, opacity) {
return multitypeStyleTemplate({
_color: color || '#F11810',
_opacity: Number.isFinite(opacity) ? opacity : 1
});
}
function mapConfig(layers, dataviews, analysis) {
return {
version: '1.5.0',
layers: layers,
dataviews: dataviews || {},
analysis: analysis || []
};
}
function analysisDef(analysis) {
return JSON.stringify(analysis);
}
var DEFAULT_MULTITYPE_STYLE = cartocss();
var TILE_ANALYSIS_TABLES = { z: 14, x: 8023, y: 6177 };
var useCases = [
{
desc: '1 mapnik layer',
mapConfig: {
version: '1.5.0',
layers: [
{
type: 'cartodb',
options: {
sql: "select * from analysis_rent_listings",
cartocss: DEFAULT_MULTITYPE_STYLE,
cartocss_version: '2.3.0'
}
}
]
}
},
{
desc: '2 mapnik layers',
mapConfig: mapConfig([
{
type: 'cartodb',
options: {
sql: "select * from analysis_banks",
cartocss: cartocss('#2167AB'),
cartocss_version: '2.3.0'
}
},
{
type: 'cartodb',
options: {
sql: "select * from analysis_rent_listings",
cartocss: DEFAULT_MULTITYPE_STYLE,
cartocss_version: '2.3.0'
}
}
])
},
{
desc: 'rent listings + buffer over atm-machines',
mapConfig: mapConfig([
{
type: 'cartodb',
options: {
sql: "select * from analysis_rent_listings",
cartocss: DEFAULT_MULTITYPE_STYLE,
cartocss_version: '2.3.0'
}
},
{
type: 'analysis',
options: {
def: analysisDef({
"type": "buffer",
"params": {
"source": {
"type": "source",
"params": {
"query": "select * from analysis_banks"
}
},
"radius": 250
}
}),
cartocss: cartocss('black', 0.5)
}
}
])
},
{
desc: 'rent listings + point-in-polygon from buffer atm-machines and rent listings',
mapConfig: mapConfig([
{
type: 'cartodb',
options: {
sql: "select * from analysis_rent_listings",
cartocss: DEFAULT_MULTITYPE_STYLE,
cartocss_version: '2.3.0'
}
},
{
type: 'analysis',
options: {
def: analysisDef({
"type": "point-in-polygon",
"params": {
"pointsSource": {
"type": "source",
"params": {
"query": "select * from analysis_rent_listings"
}
},
"polygonsSource": {
"type": "buffer",
"params": {
"source": {
"type": "source",
"params": {
"query": "select * from analysis_banks"
}
},
"radius": 250
}
}
}
}),
cartocss: cartocss('green', 1.0)
}
}
])
},
{
desc: 'point-in-polygon from buffer atm-machines and rent listings + rent listings',
mapConfig: mapConfig([
{
type: 'analysis',
options: {
def: analysisDef({
"type": "point-in-polygon",
"params": {
"pointsSource": {
"type": "source",
"params": {
"query": "select * from analysis_rent_listings"
}
},
"polygonsSource": {
"type": "buffer",
"params": {
"source": {
"type": "source",
"params": {
"query": "select * from analysis_banks"
}
},
"radius": 250
}
}
}
}),
cartocss: cartocss('green', 1.0)
}
},
{
type: 'cartodb',
options: {
sql: "select * from analysis_rent_listings",
cartocss: DEFAULT_MULTITYPE_STYLE,
cartocss_version: '2.3.0'
}
}
])
},
{
desc: 'buffer + point-in-polygon from buffer atm-machines and rent listings + rent listings',
mapConfig: mapConfig([
{
type: 'cartodb',
options: {
sql: "select * from analysis_rent_listings",
cartocss: DEFAULT_MULTITYPE_STYLE,
cartocss_version: '2.3.0'
}
},
{
type: 'analysis',
options: {
def: analysisDef({
"type": "buffer",
"params": {
"source": {
"type": "source",
"params": {
"query": "select * from analysis_banks"
}
},
"radius": 300
}
}),
cartocss: cartocss('magenta', 0.5)
}
},
{
type: 'analysis',
options: {
def: analysisDef({
"type": "point-in-polygon",
"params": {
"pointsSource": {
"type": "source",
"params": {
"query": "select * from analysis_rent_listings"
}
},
"polygonsSource": {
"type": "buffer",
"params": {
"source": {
"type": "source",
"params": {
"query": "select * from analysis_banks"
}
},
"radius": 300
}
}
}
}),
cartocss: cartocss('green', 1.0)
}
}
])
},
{
skip: true,
desc: 'buffer + point-in-polygon from buffer atm-machines and rent listings + rent listings',
mapConfig: mapConfig([
{
type: 'cartodb',
options: {
"source": { id: "a" },
"cartocss": DEFAULT_MULTITYPE_STYLE,
"cartocss_version": "2.3.0"
}
},
{
type: 'cartodb',
options: {
"source": { id: "b1" },
"cartocss": cartocss('green', 1.0),
"cartocss_version": "2.3.0"
}
},
{
type: 'cartodb',
options: {
"source": { id: "b2" },
"cartocss": cartocss('magenta', 0.5),
"cartocss_version": "2.3.0"
}
}
],
[
{
id: "b2",
options: {
def: analysisDef({
"type": "count-in-polygon",
"id": "a0",
"params": {
"columnName": 'count_airbnb',
"pointsSource": {
"type": "source",
"params": {
query: "select * from analysis_rent_listings"
},
dataviews: {
price_histogram: {
type: 'histogram',
options: {
column: 'price'
}
}
}
},
"polygonsSource": {
"id": "b1",
"type": "buffer",
"params": {
"source": {
"id": "b0",
"type": "source",
"params": {
query: "select * from analysis_banks"
}
},
"radius": 250
},
dataviews: {
bank_category: {
type: 'aggregation',
options: {
column: 'bank'
}
}
}
}
},
dataviews: {
count_histogram: {
type: 'histogram',
options: {
column: 'count_airbnb'
}
}
}
}),
cartocss: cartocss('green', 1.0)
}
}
])
},
{
skip: true,
desc: 'I. Distribution centers',
mapConfig: mapConfig(
// layers
[
{
type: 'cartodb',
options: {
"source": { id: "b0" },
"cartocss": [
"#distribution_centers {",
" marker-fill-opacity: 1.0;",
" marker-line-color: #FFF;",
" marker-line-width: 0.5;",
" marker-line-opacity: 0.7;",
" marker-placement: point;",
" marker-type: ellipse;",
" marker-width: 8;",
" marker-fill: blue;",
" marker-allow-overlap: true;",
"}"
].join('\n'),
"cartocss_version": "2.3.0"
}
},
{
type: 'cartodb',
options: {
"source": { id: "a0" },
"cartocss": [
"#shops {",
" marker-fill-opacity: 1.0;",
" marker-line-color: #FFF;",
" marker-line-width: 0.5;",
" marker-line-opacity: 0.7;",
" marker-placement: point;",
" marker-type: ellipse;",
" marker-width: 8;",
" marker-fill: red;",
" marker-allow-overlap: true;",
"}"
].join('\n'),
"cartocss_version": "2.3.0"
}
},
{
type: 'cartodb',
options: {
"source": { id: "a1" },
"cartocss": [
"#routing {",
" line-color: ramp([routing_time], colorbrewer(Reds));",
" line-width: ramp([routing_time], 2, 8);",
" line-opacity: 1.0;",
"}"
].join('\n'),
"cartocss_version": "2.3.0"
}
}
],
// dataviews
{
distribution_center_name_category: {
source: { id: 'b0' },
type: 'aggregation',
options: {
column: 'name'
}
},
time_histogram: {
source: { id: 'a1' },
type: 'histogram',
options: {
column: 'routing_time'
}
},
distance_histogram: {
source: { id: 'a1' },
type: 'histogram',
options: {
column: 'routing_distance'
}
}
},
// analysis
[
{
id: 'a1',
type: 'routing-n-to-n',
params: {
// distanceColumn: 'routing_distance',
// timeColumn: 'routing_time',
originSource: {
id: 'b0',
type: 'source',
params: {
query: 'select * from distribution_centers'
}
},
destinationSource: {
id: 'a0',
type: 'source',
params: {
query: 'select * from shops'
}
}
}
}
]
)
},
{
skip: true,
desc: 'II. Population analysis',
mapConfig: mapConfig(
// layers
[
{
type: 'cartodb',
options: {
"source": { id: "a2" },
"cartocss": [
"#count_in_polygon {",
" polygon-opacity: 1.0",
" line-color: #FFF;",
" line-width: 0.5;",
" line-opacity: 0.7",
" polygon-fill: ramp([estimated_people], colorbrewer(Reds));",
"}"
].join('\n'),
"cartocss_version": "2.3.0"
}
},
{
type: 'cartodb',
options: {
"source": { id: "a0" },
"cartocss": DEFAULT_MULTITYPE_STYLE,
"cartocss_version": "2.3.0"
}
}
],
// dataviews
{
total_population_formula: {
"source": { id: "a3" },
type: 'formula',
options: {
column: 'total_population',
operation: 'sum'
}
},
people_histogram: { // this injects a range filter at `a2` node output
"source": { id: "a2" },
type: 'histogram',
options: {
column: 'estimated_people'
}
},
subway_line_category: { // this injects a category filter at `a0` node output
"source": { id: "a0" },
type: 'aggregation',
options: {
column: 'subway_line'
}
}
},
// analysis
[
{
id: 'a3',
// this will union the polygons, produce just one polygon, and calculate the total population for it
type: 'total-population',
params: {
columnName: 'total_population',
source: {
id: 'a2',
type: 'estimated-population',
params: {
columnName: 'estimated_people',
source: {
id: 'a1',
type: 'trade-area',
params: {
source: {
"id": "a0",
"type": "source",
"params": {
query: "select * from subway_stops"
}
},
kind: 'walk',
time: 300
}
}
}
}
}
}
])
},
{
skip: true,
desc: 'III. Point in polygon',
mapConfig: mapConfig(
// layers
[
{
type: 'cartodb',
options: {
"source": { id: "a1" },
"cartocss": [
"#count_in_polygon {",
" polygon-opacity: 1.0",
" line-color: #FFF;",
" line-width: 0.5;",
" line-opacity: 0.7",
" polygon-fill: ramp([count_people], colorbrewer(Reds));",
"}"
].join('\n'),
"cartocss_version": "2.3.0"
}
}
],
// dataviews
{
age_histogram: {
"source": { id: "a0" },
type: 'histogram',
options: {
column: 'age'
}
},
income_histogram: {
"source": { id: "a0" },
type: 'histogram',
options: {
column: 'income'
}
},
gender_category: {
"source": { id: "a0" },
type: 'aggregation',
options: {
column: 'gender'
}
}
},
// analysis
[
{
"id": "a1",
"type": "count-in-polygon",
"params": {
"columnName": 'count_people',
"pointsSource": {
"id": 'a0',
"type": "source",
"params": {
query: "select the_geom, age, gender, income from people"
}
},
"polygonsSource": {
"id": "b0",
"type": "source",
"params": {
query: "select * from postal_codes"
}
}
}
}
]
)
}
];
useCases.forEach(function(useCase, imageIdx) {
if (!!useCase.skip) {
console.log(JSON.stringify(useCase.mapConfig, null, 4));
}
it.skip('should implement use case: "' + useCase.desc + '"', function(done) {
var testClient = new TestClient(useCase.mapConfig, 1234);
var tile = useCase.tile || TILE_ANALYSIS_TABLES;
testClient.getTile(tile.z, tile.x, tile.y, function(err, res, image) {
assert.ok(!err, err);
image.save('/tmp/tests/' + imageIdx + '---' + useCase.desc.replace(/\s/g, '-') + '.png');
assert.equal(image.width(), 256);
testClient.drain(done);
});
});
});
});