49 | onActionClick(hero.id)}>
55 | {actionIcon}
56 | }
57 |
58 |
50 | {hero.name}
51 | Rank: {hero.rank}
52 |
53 | {actionIcon &&
39 |
}
41 | {!isLoading && (
42 | 10 | Open [http://localhost:3000](http://localhost:3000) to view it in the browser. 11 | 12 | The page will reload if you make edits.
13 | You will also see any lint errors in the console. 14 | 15 | ### `npm test` 16 | 17 | Launches the test runner in the interactive watch mode.
18 | See the section about [running tests](https://facebook.github.io/create-react-app/docs/running-tests) for more information. 19 | 20 | ### `npm run build` 21 | 22 | Builds the app for production to the `build` folder.
23 | It correctly bundles React in production mode and optimizes the build for the best performance. 24 | 25 | The build is minified and the filenames include the hashes.
26 | Your app is ready to be deployed! 27 | 28 | See the section about [deployment](https://facebook.github.io/create-react-app/docs/deployment) for more information. 29 | 30 | ### `npm run eject` 31 | 32 | **Note: this is a one-way operation. Once you `eject`, you can’t go back!** 33 | 34 | If you aren’t satisfied with the build tool and configuration choices, you can `eject` at any time. This command will remove the single build dependency from your project. 35 | 36 | Instead, it will copy all the configuration files and the transitive dependencies (webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except `eject` will still work, but they will point to the copied scripts so you can tweak them. At this point you’re on your own. 37 | 38 | You don’t have to ever use `eject`. The curated feature set is suitable for small and middle deployments, and you shouldn’t feel obligated to use this feature. However we understand that this tool wouldn’t be useful if you couldn’t customize it when you are ready for it. 39 | 40 | ## Learn More 41 | 42 | You can learn more in the [Create React App documentation](https://facebook.github.io/create-react-app/docs/getting-started). 43 | 44 | To learn React, check out the [React documentation](https://reactjs.org/). 45 | 46 | ### Code Splitting 47 | 48 | This section has moved here: https://facebook.github.io/create-react-app/docs/code-splitting 49 | 50 | ### Analyzing the Bundle Size 51 | 52 | This section has moved here: https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size 53 | 54 | ### Making a Progressive Web App 55 | 56 | This section has moved here: https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app 57 | 58 | ### Advanced Configuration 59 | 60 | This section has moved here: https://facebook.github.io/create-react-app/docs/advanced-configuration 61 | 62 | ### Deployment 63 | 64 | This section has moved here: https://facebook.github.io/create-react-app/docs/deployment 65 | 66 | ### `npm run build` fails to minify 67 | 68 | This section has moved here: https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify 69 | -------------------------------------------------------------------------------- /flutter_dota_app/ios/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json: -------------------------------------------------------------------------------- 1 | { 2 | "images" : [ 3 | { 4 | "size" : "20x20", 5 | "idiom" : "iphone", 6 | "filename" : "Icon-App-20x20@2x.png", 7 | "scale" : "2x" 8 | }, 9 | { 10 | "size" : "20x20", 11 | "idiom" : "iphone", 12 | "filename" : "Icon-App-20x20@3x.png", 13 | "scale" : "3x" 14 | }, 15 | { 16 | "size" : "29x29", 17 | "idiom" : "iphone", 18 | "filename" : "Icon-App-29x29@1x.png", 19 | "scale" : "1x" 20 | }, 21 | { 22 | "size" : "29x29", 23 | "idiom" : "iphone", 24 | "filename" : "Icon-App-29x29@2x.png", 25 | "scale" : "2x" 26 | }, 27 | { 28 | "size" : "29x29", 29 | "idiom" : "iphone", 30 | "filename" : "Icon-App-29x29@3x.png", 31 | "scale" : "3x" 32 | }, 33 | { 34 | "size" : "40x40", 35 | "idiom" : "iphone", 36 | "filename" : "Icon-App-40x40@2x.png", 37 | "scale" : "2x" 38 | }, 39 | { 40 | "size" : "40x40", 41 | "idiom" : "iphone", 42 | "filename" : "Icon-App-40x40@3x.png", 43 | "scale" : "3x" 44 | }, 45 | { 46 | "size" : "60x60", 47 | "idiom" : "iphone", 48 | "filename" : "Icon-App-60x60@2x.png", 49 | "scale" : "2x" 50 | }, 51 | { 52 | "size" : "60x60", 53 | "idiom" : "iphone", 54 | "filename" : "Icon-App-60x60@3x.png", 55 | "scale" : "3x" 56 | }, 57 | { 58 | "size" : "20x20", 59 | "idiom" : "ipad", 60 | "filename" : "Icon-App-20x20@1x.png", 61 | "scale" : "1x" 62 | }, 63 | { 64 | "size" : "20x20", 65 | "idiom" : "ipad", 66 | "filename" : "Icon-App-20x20@2x.png", 67 | "scale" : "2x" 68 | }, 69 | { 70 | "size" : "29x29", 71 | "idiom" : "ipad", 72 | "filename" : "Icon-App-29x29@1x.png", 73 | "scale" : "1x" 74 | }, 75 | { 76 | "size" : "29x29", 77 | "idiom" : "ipad", 78 | "filename" : "Icon-App-29x29@2x.png", 79 | "scale" : "2x" 80 | }, 81 | { 82 | "size" : "40x40", 83 | "idiom" : "ipad", 84 | "filename" : "Icon-App-40x40@1x.png", 85 | "scale" : "1x" 86 | }, 87 | { 88 | "size" : "40x40", 89 | "idiom" : "ipad", 90 | "filename" : "Icon-App-40x40@2x.png", 91 | "scale" : "2x" 92 | }, 93 | { 94 | "size" : "76x76", 95 | "idiom" : "ipad", 96 | "filename" : "Icon-App-76x76@1x.png", 97 | "scale" : "1x" 98 | }, 99 | { 100 | "size" : "76x76", 101 | "idiom" : "ipad", 102 | "filename" : "Icon-App-76x76@2x.png", 103 | "scale" : "2x" 104 | }, 105 | { 106 | "size" : "83.5x83.5", 107 | "idiom" : "ipad", 108 | "filename" : "Icon-App-83.5x83.5@2x.png", 109 | "scale" : "2x" 110 | }, 111 | { 112 | "size" : "1024x1024", 113 | "idiom" : "ios-marketing", 114 | "filename" : "Icon-App-1024x1024@1x.png", 115 | "scale" : "1x" 116 | } 117 | ], 118 | "info" : { 119 | "version" : 1, 120 | "author" : "xcode" 121 | } 122 | } 123 | -------------------------------------------------------------------------------- /webapp/src/atoms/builder.js: -------------------------------------------------------------------------------- 1 | import { atom, selector, useRecoilValueLoadable, useRecoilState } from 'recoil' 2 | 3 | import { heroesSelector } from './heroes' 4 | 5 | const BASE_URL = "https://dota-recommendation-api-m423ptj4pq-uc.a.run.app" 6 | 7 | const enemyHeroesState = atom({ 8 | key: 'enemyHeroesState', 9 | default: [], 10 | }); 11 | 12 | const teamHeroesState = atom({ 13 | key : 'teamHeroesState', 14 | default : [] 15 | }) 16 | 17 | export const enemyHeroesSelector = selector({ 18 | key: 'enemyHeroesSelector', 19 | get: ({get}) => { 20 | return get(enemyHeroesState) 21 | } 22 | }) 23 | 24 | export const teamHeroesSelector = selector({ 25 | key: 'teamHeroesSelector', 26 | get: ({get}) => { 27 | return get(teamHeroesState) 28 | } 29 | }) 30 | 31 | const recommendedHeroesSelector = selector({ 32 | key : 'recommendedHeroesSelector', 33 | get: async({ get, set }) => { 34 | const enemies = get(enemyHeroesState) 35 | const team = get(teamHeroesState) 36 | 37 | if(enemies.length === 0){ 38 | return Promise.resolve([]) 39 | } 40 | 41 | const url = `${BASE_URL}/recommendation?enemies=${enemies.join(',')}&team=${team.join(',')}` 42 | 43 | const res = await fetch(url) 44 | if(res.ok){ 45 | const json = await res.json() 46 | return Object.keys(json) 47 | } 48 | return Promise.resolve([]) 49 | } 50 | }) 51 | 52 | export function useRecommendedHeroes() { 53 | const recommendedHeroes = useRecoilValueLoadable(recommendedHeroesSelector) 54 | const isRecommendedHeroesLoading = recommendedHeroes.state === 'loading' 55 | const recommendHeroesIds = recommendedHeroes.state === 'hasValue' ? recommendedHeroes.contents : [] 56 | return [isRecommendedHeroesLoading, recommendHeroesIds] 57 | } 58 | 59 | export const useTeamBuilderActions = () => { 60 | const [enemies, setEnemies] = useRecoilState(enemyHeroesState) 61 | const [team, setTeam] = useRecoilState(teamHeroesState) 62 | 63 | const addEnemyHero = (id) => { 64 | const enemiesList = enemies 65 | if(enemiesList.length < 5){ 66 | const nEnemyList = enemiesList.filter( enemyId => enemyId !== id) 67 | setEnemies([...nEnemyList, id]) 68 | } 69 | } 70 | 71 | const removeEnemyHero = (id) => { 72 | const enemiesList = enemies.filter(enemyId => enemyId !== id) 73 | setEnemies([...enemiesList]) 74 | } 75 | 76 | const addTeamHero = (id) => { 77 | const teamList = team 78 | if(teamList.length < 5){ 79 | const nTeamList = teamList.filter( heroId => heroId !== id) 80 | setTeam([...nTeamList, id]) 81 | } 82 | } 83 | 84 | const removeTeamHero = (id) => { 85 | const teamList = team.filter(heroId => heroId !== id) 86 | setTeam([...teamList]) 87 | } 88 | 89 | const resetBuilder = () => { 90 | setTeam([]) 91 | setEnemies([]) 92 | } 93 | 94 | return { 95 | addEnemyHero, 96 | removeEnemyHero, 97 | addTeamHero, 98 | removeTeamHero, 99 | resetBuilder 100 | } 101 | } 102 | 103 | export const availableHeroesIdsSelector = selector({ 104 | key: 'availableHeroesSelector', 105 | get: ({get}) => { 106 | const allPickedHeroes = [...get(enemyHeroesState),...get(teamHeroesState)] 107 | const allHeroes = get(heroesSelector) 108 | const heroesIds = Object.keys(allHeroes).filter( heroId => !allPickedHeroes.includes(heroId)) 109 | return heroesIds 110 | }, 111 | }) 112 | -------------------------------------------------------------------------------- /flutter_dota_app/lib/pages/heroes_page.dart: -------------------------------------------------------------------------------- 1 | import 'package:flutter/material.dart'; 2 | import 'package:firebase_database/firebase_database.dart'; 3 | 4 | import 'package:dota_app/model/hero.dart'; 5 | import 'package:dota_app/components/hero_tile.dart'; 6 | import 'package:dota_app/pages/hero_page.dart'; 7 | 8 | class HeroesPage extends StatefulWidget { 9 | HeroesPage({Key key, this.title}) : super(key: key); 10 | 11 | final String title; 12 | 13 | @override 14 | _HeroesPageState createState() => _HeroesPageState(); 15 | } 16 | 17 | class _HeroesPageState extends State
78 | setCurrentTab(tab)} style={{ marginTop : -4}}
93 | indicatorColor="primary" variant="fullWidth" textColor="primary">
94 |
97 |
106 | )
107 | }
--------------------------------------------------------------------------------
/dialogflow/DotaAppAgent/intents/Default Welcome Intent_usersays_en.json:
--------------------------------------------------------------------------------
1 | [
2 | {
3 | "id": "d0ea85eb-9214-420e-9b58-959fba81bc6f",
4 | "data": [
5 | {
6 | "text": "just going to say hi",
7 | "userDefined": false
8 | }
9 | ],
10 | "isTemplate": false,
11 | "count": 0,
12 | "updated": 0
13 | },
14 | {
15 | "id": "f3660fd6-786e-496d-8c02-16465e225eaa",
16 | "data": [
17 | {
18 | "text": "heya",
19 | "userDefined": false
20 | }
21 | ],
22 | "isTemplate": false,
23 | "count": 0,
24 | "updated": 0
25 | },
26 | {
27 | "id": "d056d3cf-1830-42fa-976a-92aa895ee876",
28 | "data": [
29 | {
30 | "text": "hello hi",
31 | "userDefined": false
32 | }
33 | ],
34 | "isTemplate": false,
35 | "count": 0,
36 | "updated": 0
37 | },
38 | {
39 | "id": "26893cc8-e7aa-4e62-ac9c-6fde99adbc76",
40 | "data": [
41 | {
42 | "text": "howdy",
43 | "userDefined": false
44 | }
45 | ],
46 | "isTemplate": false,
47 | "count": 0,
48 | "updated": 0
49 | },
50 | {
51 | "id": "4c320442-2d97-4820-a0ba-7d5e0d55ea30",
52 | "data": [
53 | {
54 | "text": "hey there",
55 | "userDefined": false
56 | }
57 | ],
58 | "isTemplate": false,
59 | "count": 0,
60 | "updated": 0
61 | },
62 | {
63 | "id": "d0f69537-811e-4700-bdb8-9f4cc4693127",
64 | "data": [
65 | {
66 | "text": "hi there",
67 | "userDefined": false
68 | }
69 | ],
70 | "isTemplate": false,
71 | "count": 1,
72 | "updated": 0
73 | },
74 | {
75 | "id": "f989e858-faea-439f-a814-fc69c52d8dc1",
76 | "data": [
77 | {
78 | "text": "greetings",
79 | "userDefined": false
80 | }
81 | ],
82 | "isTemplate": false,
83 | "count": 0,
84 | "updated": 0
85 | },
86 | {
87 | "id": "635fa236-f040-4d58-87af-6975e5214c73",
88 | "data": [
89 | {
90 | "text": "hey",
91 | "userDefined": false
92 | }
93 | ],
94 | "isTemplate": false,
95 | "count": 0,
96 | "updated": 0
97 | },
98 | {
99 | "id": "6d3c3735-6482-40a6-be71-c3f88b3f52c5",
100 | "data": [
101 | {
102 | "text": "long time no see",
103 | "userDefined": false
104 | }
105 | ],
106 | "isTemplate": false,
107 | "count": 0,
108 | "updated": 0
109 | },
110 | {
111 | "id": "1bc041e3-b8e7-45b2-adf3-c2a3cfb8183f",
112 | "data": [
113 | {
114 | "text": "hello",
115 | "userDefined": false
116 | }
117 | ],
118 | "isTemplate": false,
119 | "count": 0,
120 | "updated": 0
121 | },
122 | {
123 | "id": "4bef4ce7-4374-4269-a47e-aa2a9ec45016",
124 | "data": [
125 | {
126 | "text": "lovely day isn\u0027t it",
127 | "userDefined": false
128 | }
129 | ],
130 | "isTemplate": false,
131 | "count": 0,
132 | "updated": 0
133 | },
134 | {
135 | "id": "ac7ced29-7f37-4822-8dbe-866c9037c10c",
136 | "data": [
137 | {
138 | "text": "I greet you",
139 | "userDefined": false
140 | }
141 | ],
142 | "isTemplate": false,
143 | "count": 0,
144 | "updated": 0
145 | },
146 | {
147 | "id": "5c440daf-9318-4156-aafc-1f7577a6bd56",
148 | "data": [
149 | {
150 | "text": "hello again",
151 | "userDefined": false
152 | }
153 | ],
154 | "isTemplate": false,
155 | "count": 0,
156 | "updated": 0
157 | },
158 | {
159 | "id": "5c3b3ffe-e942-4841-bf46-67e4c0d4755c",
160 | "data": [
161 | {
162 | "text": "hi",
163 | "userDefined": false
164 | }
165 | ],
166 | "isTemplate": false,
167 | "count": 0,
168 | "updated": 0
169 | },
170 | {
171 | "id": "aa9c360b-ee82-4172-a6ed-cdbb3eeb8016",
172 | "data": [
173 | {
174 | "text": "hello there",
175 | "userDefined": false
176 | }
177 | ],
178 | "isTemplate": false,
179 | "count": 0,
180 | "updated": 0
181 | },
182 | {
183 | "id": "781eb347-b561-4278-8aa5-39c96f8f688b",
184 | "data": [
185 | {
186 | "text": "a good day",
187 | "userDefined": false
188 | }
189 | ],
190 | "isTemplate": false,
191 | "count": 0,
192 | "updated": 0
193 | }
194 | ]
--------------------------------------------------------------------------------
/go-api/controllers/hero.go:
--------------------------------------------------------------------------------
1 | package controllers
2 |
3 | import (
4 | "context"
5 | "os"
6 | "sort"
7 | "strconv"
8 | "strings"
9 |
10 | "com.aviebrantz.dota.api/model"
11 | "github.com/gofiber/fiber"
12 | )
13 |
14 | type HeroController struct {
15 | HeroRepository model.HeroRepository
16 | maxHeroesRecommended int
17 | }
18 |
19 | func NewHeroController(heroRepository model.HeroRepository) *HeroController {
20 | maxHeroesRecommended := 5
21 | if envMaxHeroesRecommended := os.Getenv("MAX_HEROES_RECOMMENDED"); envMaxHeroesRecommended != "" {
22 | v, err := strconv.Atoi(envMaxHeroesRecommended)
23 | if err == nil {
24 | maxHeroesRecommended = v
25 | }
26 | }
27 | return &HeroController{
28 | HeroRepository: heroRepository,
29 | maxHeroesRecommended: maxHeroesRecommended,
30 | }
31 | }
32 |
33 | func (hr *HeroController) GetHeroById(c *fiber.Ctx) {
34 | heroID := c.Params("heroId")
35 | ctx := context.Background()
36 | hero, err := hr.HeroRepository.FindById(ctx, heroID)
37 | if err != nil {
38 | c.Status(500).JSON(map[string]string{"message": "Internal error to fetch data"})
39 | return
40 | }
41 | if hero == nil {
42 | c.Status(404).JSON(map[string]string{"message": "Hero Not Found"})
43 | return
44 | }
45 | c.Status(200).JSON(hero)
46 | }
47 |
48 | func (hr *HeroController) GetHeroesRecommendations(c *fiber.Ctx) {
49 | enemies := c.Query("enemies")
50 | if enemies == "" {
51 | c.Status(400).JSON(map[string]string{"message": "Missing enemies query parameter"})
52 | return
53 | }
54 | enemiesIds := strings.Split(enemies, ",")
55 |
56 | if len(enemiesIds) > 5 {
57 | c.Status(400).JSON(map[string]string{"message": "Max number of enemies"})
58 | return
59 | }
60 |
61 | team := c.Query("team")
62 | teamIds := strings.Split(team, ",")
63 |
64 | if len(teamIds) > 5 {
65 | c.Status(400).JSON(map[string]string{"message": "Max number of team heroes"})
66 | return
67 | }
68 |
69 | heroesIds, err := hr.getRecommendations(enemiesIds, teamIds)
70 | if err != nil {
71 | c.Status(500).JSON(map[string]string{"message": err.Error()})
72 | return
73 | }
74 |
75 | finalHeroes, err := hr.HeroRepository.LoadHeroesList(heroesIds)
76 | if err != nil {
77 | c.Status(500).JSON(map[string]string{"message": err.Error()})
78 | return
79 | }
80 |
81 | finalHeroesMap := map[string]model.DotaHero{}
82 | for _, hero := range finalHeroes {
83 | hero.BestHeroes = nil
84 | hero.WorstHeroes = nil
85 | finalHeroesMap[hero.ID] = hero
86 | }
87 |
88 | c.Status(200).JSON(finalHeroesMap)
89 | }
90 |
91 | func (hc *HeroController) getRecommendations(enemiesIds, teamIds []string) ([]string, error) {
92 | teamMap := map[string]bool{}
93 | for _, teamID := range teamIds {
94 | teamMap[teamID] = true
95 | }
96 |
97 | enemyHeroes, err := hc.HeroRepository.LoadHeroesList(enemiesIds)
98 | if err != nil {
99 | return nil, err
100 | }
101 |
102 | intersections := make(map[string]model.DotaHeroVersus)
103 | enemyMap := map[string]bool{}
104 | for _, enemy := range enemyHeroes {
105 | enemyMap[enemy.ID] = true
106 | }
107 |
108 | for i, enemyA := range enemyHeroes {
109 | for j, enemyB := range enemyHeroes {
110 | if i == j {
111 | continue
112 | }
113 |
114 | for key := range enemyA.WorstHeroes {
115 | if _, ok := enemyMap[key]; ok {
116 | continue
117 | }
118 | if hero, ok := enemyB.WorstHeroes[key]; ok {
119 | _, isOnMyTeam := teamMap[key]
120 | if !isOnMyTeam {
121 | intersections[key] = hero
122 | }
123 | }
124 | }
125 | }
126 | }
127 |
128 | var heroesIds []string
129 | intersectCount := len(intersections)
130 | if intersectCount > 0 {
131 | for heroID := range intersections {
132 | heroesIds = append(heroesIds, heroID)
133 | }
134 | }
135 |
136 | if intersectCount < hc.maxHeroesRecommended {
137 | missingHeroes := hc.maxHeroesRecommended - intersectCount
138 | var allHeroes []model.DotaHeroVersus
139 | for _, enemy := range enemyHeroes {
140 | for _, hero := range enemy.WorstHeroes {
141 | _, isOnMyTeam := teamMap[hero.ID]
142 | _, isOnEnemyTeam := enemyMap[hero.ID]
143 | _, isOnIntersection := intersections[hero.ID]
144 | if !isOnMyTeam && !isOnIntersection && !isOnEnemyTeam {
145 | allHeroes = append(allHeroes, hero)
146 | }
147 | }
148 | }
149 | allHeroesLen := len(allHeroes)
150 | if allHeroesLen > 0 {
151 | sort.Sort(model.ByDotaHeroVersusAdvantage(allHeroes))
152 | cache := map[string]bool{}
153 | min := missingHeroes
154 | if allHeroesLen < missingHeroes {
155 | min = allHeroesLen
156 | }
157 | for _, hero := range allHeroes[0:min] {
158 | if _, ok := cache[hero.ID]; !ok {
159 | heroesIds = append(heroesIds, hero.ID)
160 | cache[hero.ID] = true
161 | }
162 | }
163 | }
164 | }
165 | return heroesIds, nil
166 | }
167 |
--------------------------------------------------------------------------------
/webapp/src/pages/TeamBuilder.js:
--------------------------------------------------------------------------------
1 | import React, { useState, useEffect } from 'react'
2 |
3 | import { useRecoilValue } from 'recoil'
4 |
5 | import Fab from '@material-ui/core/Fab'
6 | import Button from '@material-ui/core/Button'
7 | import Container from '@material-ui/core/Container'
8 | import CircularProgress from '@material-ui/core/CircularProgress'
9 | import ResetIcon from '@material-ui/icons/Refresh'
10 | import DeleteIcon from '@material-ui/icons/Delete'
11 | import AddIcon from '@material-ui/icons/Add'
12 |
13 | import { useTheme } from '@material-ui/core/styles'
14 | import useMediaQuery from '@material-ui/core/useMediaQuery'
15 |
16 | import { heroesSelector } from '../atoms/heroes'
17 | import {
18 | useTeamBuilderActions,
19 | useRecommendedHeroes,
20 | availableHeroesIdsSelector,
21 | enemyHeroesSelector,
22 | teamHeroesSelector,
23 | } from '../atoms/builder'
24 |
25 | import HeroCard from '../components/HeroCard'
26 | import AddHeroCard from '../components/AddHeroCard'
27 | import HeroGrid from '../components/HeroGrid'
28 | import SelectHeroDialog from '../components/SelectHeroDialog'
29 |
30 | const fabStyle = {
31 | position : 'fixed',
32 | bottom : 80,
33 | right : 16,
34 | zIndex : 999
35 | }
36 |
37 | export default function TeamBuilder(){
38 | const {
39 | addEnemyHero,
40 | removeEnemyHero,
41 | addTeamHero,
42 | removeTeamHero,
43 | resetBuilder
44 | } = useTeamBuilderActions()
45 |
46 | const heroesList = useRecoilValue(heroesSelector)
47 | const availableHeroesIds = useRecoilValue(availableHeroesIdsSelector)
48 | const enemies = useRecoilValue(enemyHeroesSelector)
49 | const team = useRecoilValue(teamHeroesSelector)
50 |
51 | const [isRecommendedHeroesLoading, recommendedHeroes] = useRecommendedHeroes()
52 | const hasRecommendedHeroes = recommendedHeroes.length > 0
53 |
54 | const [isHeroDialogOpen, setHeroDialogOpen] = useState(false)
55 | const [dialogAction, setDialogAction] = useState('addEnemy')
56 |
57 | const actionMap = {
58 | 'addEnemy' : addEnemyHero,
59 | 'addTeam' : addTeamHero
60 | }
61 |
62 | const onHeroSelected = actionMap[dialogAction]
63 |
64 | const theme = useTheme()
65 | const isMobile = useMediaQuery(theme.breakpoints.down('xs'))
66 |
67 | return (
68 |
79 | 
80 |
92 |
81 |
91 |
82 | {hero.name}
83 |
90 |
84 |
85 | Rank: {hero.rank}
86 |
87 | Win Rate: {hero.winRate}%
88 |
89 |
98 |
99 | { currentTab === 'bestHeroes' &&
100 | heroesList[id])} onClick={goToHero}/>}
101 | { currentTab === 'worstHeroes' &&
102 | heroesList[id])} onClick={goToHero}/>}
103 |
104 |
105 | Enemies
81 |98 |
My Team
99 |116 |
Recommended Heroes
117 | {!hasRecommendedHeroes && ( 118 |
119 |
121 | )}
122 | {isRecommendedHeroesLoading && enemies.length > 0 && (
123 | No Recommendations
120 |
124 |
126 | ) }
127 | 140 |
14 |
15 | Also we built a Voice integration that will allow users to access some of those same features from the app. The voice integration was built using Dialogflow and the agent data can be found on the `dialogflow` folder and the HTTP fullfilment is inside the `functions` folder.
16 |
17 | [Here you can a demo of the Voice integration (PT-BR)](https://twitter.com/alvaroviebrantz/status/1258213959787786246?s=20)
18 |
19 | The live codings session happens in Portuguese (PT-BR) and you can follow on my Youtube/Twitch channels.
20 |
21 | - [Alvaro Viebrantz on Youtube](https://youtube.com/alvaroviebrantz)
22 | - [Alvaro Viebrantz on Twitch](https://twitch.tv/alvaroviebrantz)
23 |
24 | ## Outstanding External Collaborators
25 |
26 | - [@omurilo](https://github.com/omurilo) Created a version of the mobile using React Native - [Link](https://github.com/omurilo/gcloud-react-native-dota-app)
27 |
28 | ## Table of Contents
29 |
30 | - [Getting Started](#getting-started)
31 | - [Node Setup](#node-setup)
32 | - [Firebase Setup](#firebase-setup)
33 | - [Google Cloud Setup](#google-cloud-tools-and-project)
34 | - [Flutter Setup](#google-cloud-tools-and-project)
35 | - [Building & Running](#building-&-running-the-project)
36 | - [Dialogflow Setup](#dialogflow-setup)
37 | - Project Structure
38 | - Cloud Function - `functions` folder
39 | - `scheduledFetchDotaBuffHeroes` : Scheduled PubSub handler that fetch all dota heroes and queue them up to be processed by `fetchDotaBuffHeroById`.
40 | - `fetchDotaBuffHeroById`: PubSub consumer that fetchs a given Dota hero data from DotaBuff and save data on Firebase.
41 | - `dialogflowFirebaseFulfillment`: Handle Dialogflow/Google Assistant Interaction
42 | - Go API - `go-api` folder
43 | - Hero Recommendation API.
44 | - We separated all the logic to recommend heroes to pick depending on the heroes that the enemy got and what you team already picked. We use two methods :
45 | - Intersection between all heroes that are good against the enemies heroes
46 | - Top heroes by sorted by advantage against all heroes picked by the enemies
47 | - API Always return at least 3 recommended heroes.
48 | - Flutter App - `flutter_dota_app` folder
49 | - Mobile App build with Flutter
50 | - Dialogflow Agent - `dialogflow` folder
51 | - All intents and entities used to build the voice integration.
52 |
53 | ## Getting Started
54 |
55 | ### Node Setup
56 |
57 | - Install the latest LTS version of [Node.js](https://nodejs.org/) (which includes npm). An easy way to do so is with `nvm`. (Mac and Linux: [here](https://github.com/creationix/nvm), Windows: [here](https://github.com/coreybutler/nvm-windows))
58 |
59 | ```shell
60 | nvm install --lts
61 | ```
62 |
63 | ### Firebase Setup
64 |
65 | - Install the [Firebase CLI](https://firebase.google.com/docs/cli) via `npm`. The following command enables the globally available `firebase` command:
66 |
67 | ```shell
68 | npm install -g firebase-tools
69 | ```
70 |
71 | - After installing the CLI, you must authenticate. Then you can confirm authentication by listing your Firebase projects. Sign into Firebase using your Google account by running the following command:
72 |
73 | ```shell
74 | firebase login
75 | ```
76 |
77 | - Test that the CLI is properly installed and accessing your account by listing your Firebase projects. Run the following command:
78 |
79 | ```shell
80 | firebase projects:list
81 | ```
82 |
83 | - Test that the CLI is properly installed and accessing your account by listing your Firebase projects. Run the following command:
84 |
85 | ```shell
86 | firebase projects:list
87 | ```
88 |
89 | ### Google Cloud Tools and Project
90 |
91 | - Install gcloud [CLI](https://cloud.google.com/sdk/install)
92 | - Authenticate with Google Cloud:
93 | - `gcloud auth login`
94 | - Create cloud project — choose your unique project name:
95 | - `gcloud projects create YOUR_PROJECT_NAME`
96 | - Set current project
97 | - `gcloud config set project YOUR_PROJECT_NAME`
98 | - Set current project
99 | - `firebase use YOUR_PROJECT_NAME`
100 |
101 | ### Flutter Setup
102 |
103 | - Follow the guide on their [website](https://flutter.dev/docs/get-started/install).
104 | - Run the following command to make sure it's all good.
105 |
106 | ```shell
107 | flutter doctor
108 | ```
109 |
110 | ## Building & Running the project
111 |
112 | - Make sure you have the latest packages (after you pull): `npm install`
113 | - Deploy all the function from the `functions` directory.
114 | - There are deploy scripts on the `package.json` file.
115 | - To run the app, run `flutter run` on the `flutter_dota_app` folder
116 |
117 | ## Dialogflow Setup
118 |
119 | 1. Create a [Dialogflow Agent](https://console.dialogflow.com/).
120 | 2. Go to **Settings** ⚙ > **Export and Import** > **Restore from zip** using the `dialogflow/DotaAppAgent.zip` in this directory.
121 | 3. `cd` to the `functions` directory
122 | 4. Run `firebase deploy --only functions:dialogflowFulfillment`
123 | 5. Back in Dialogflow Console > **Fulfullment** > **Enable** Webhook.
124 | - Paste the URL from the Firebase Console’s Trigger column under the **Functions > Dashboard** tab into the **URL** field > **Save**.
125 |
--------------------------------------------------------------------------------
/flutter_dota_app/ios/Podfile.lock:
--------------------------------------------------------------------------------
1 | PODS:
2 | - Firebase/Core (6.21.0):
3 | - Firebase/CoreOnly
4 | - FirebaseAnalytics (= 6.4.0)
5 | - Firebase/CoreOnly (6.21.0):
6 | - FirebaseCore (= 6.6.5)
7 | - Firebase/Database (6.21.0):
8 | - Firebase/CoreOnly
9 | - FirebaseDatabase (~> 6.1.4)
10 | - firebase_core (0.0.1):
11 | - Firebase/Core
12 | - Flutter
13 | - firebase_core_web (0.1.0):
14 | - Flutter
15 | - firebase_database (0.0.1):
16 | - Firebase/Database
17 | - Flutter
18 | - FirebaseAnalytics (6.4.0):
19 | - FirebaseCore (~> 6.6)
20 | - FirebaseInstallations (~> 1.1)
21 | - GoogleAppMeasurement (= 6.4.0)
22 | - GoogleUtilities/AppDelegateSwizzler (~> 6.0)
23 | - GoogleUtilities/MethodSwizzler (~> 6.0)
24 | - GoogleUtilities/Network (~> 6.0)
25 | - "GoogleUtilities/NSData+zlib (~> 6.0)"
26 | - nanopb (= 0.3.9011)
27 | - FirebaseAuthInterop (1.1.0)
28 | - FirebaseCore (6.6.5):
29 | - FirebaseCoreDiagnostics (~> 1.2)
30 | - FirebaseCoreDiagnosticsInterop (~> 1.2)
31 | - GoogleUtilities/Environment (~> 6.5)
32 | - GoogleUtilities/Logger (~> 6.5)
33 | - FirebaseCoreDiagnostics (1.2.2):
34 | - FirebaseCoreDiagnosticsInterop (~> 1.2)
35 | - GoogleDataTransportCCTSupport (~> 2.0)
36 | - GoogleUtilities/Environment (~> 6.5)
37 | - GoogleUtilities/Logger (~> 6.5)
38 | - nanopb (~> 0.3.901)
39 | - FirebaseCoreDiagnosticsInterop (1.2.0)
40 | - FirebaseDatabase (6.1.4):
41 | - FirebaseAuthInterop (~> 1.0)
42 | - FirebaseCore (~> 6.0)
43 | - leveldb-library (~> 1.22)
44 | - FirebaseInstallations (1.1.1):
45 | - FirebaseCore (~> 6.6)
46 | - GoogleUtilities/UserDefaults (~> 6.5)
47 | - PromisesObjC (~> 1.2)
48 | - Flutter (1.0.0)
49 | - FMDB (2.7.5):
50 | - FMDB/standard (= 2.7.5)
51 | - FMDB/standard (2.7.5)
52 | - GoogleAppMeasurement (6.4.0):
53 | - GoogleUtilities/AppDelegateSwizzler (~> 6.0)
54 | - GoogleUtilities/MethodSwizzler (~> 6.0)
55 | - GoogleUtilities/Network (~> 6.0)
56 | - "GoogleUtilities/NSData+zlib (~> 6.0)"
57 | - nanopb (= 0.3.9011)
58 | - GoogleDataTransport (5.1.0)
59 | - GoogleDataTransportCCTSupport (2.0.1):
60 | - GoogleDataTransport (~> 5.1)
61 | - nanopb (~> 0.3.901)
62 | - GoogleUtilities/AppDelegateSwizzler (6.5.2):
63 | - GoogleUtilities/Environment
64 | - GoogleUtilities/Logger
65 | - GoogleUtilities/Network
66 | - GoogleUtilities/Environment (6.5.2)
67 | - GoogleUtilities/Logger (6.5.2):
68 | - GoogleUtilities/Environment
69 | - GoogleUtilities/MethodSwizzler (6.5.2):
70 | - GoogleUtilities/Logger
71 | - GoogleUtilities/Network (6.5.2):
72 | - GoogleUtilities/Logger
73 | - "GoogleUtilities/NSData+zlib"
74 | - GoogleUtilities/Reachability
75 | - "GoogleUtilities/NSData+zlib (6.5.2)"
76 | - GoogleUtilities/Reachability (6.5.2):
77 | - GoogleUtilities/Logger
78 | - GoogleUtilities/UserDefaults (6.5.2):
79 | - GoogleUtilities/Logger
80 | - leveldb-library (1.22)
81 | - nanopb (0.3.9011):
82 | - nanopb/decode (= 0.3.9011)
83 | - nanopb/encode (= 0.3.9011)
84 | - nanopb/decode (0.3.9011)
85 | - nanopb/encode (0.3.9011)
86 | - path_provider (0.0.1):
87 | - Flutter
88 | - path_provider_macos (0.0.1):
89 | - Flutter
90 | - PromisesObjC (1.2.8)
91 | - sqflite (0.0.1):
92 | - Flutter
93 | - FMDB (~> 2.7.2)
94 |
95 | DEPENDENCIES:
96 | - firebase_core (from `.symlinks/plugins/firebase_core/ios`)
97 | - firebase_core_web (from `.symlinks/plugins/firebase_core_web/ios`)
98 | - firebase_database (from `.symlinks/plugins/firebase_database/ios`)
99 | - Flutter (from `Flutter`)
100 | - path_provider (from `.symlinks/plugins/path_provider/ios`)
101 | - path_provider_macos (from `.symlinks/plugins/path_provider_macos/ios`)
102 | - sqflite (from `.symlinks/plugins/sqflite/ios`)
103 |
104 | SPEC REPOS:
105 | trunk:
106 | - Firebase
107 | - FirebaseAnalytics
108 | - FirebaseAuthInterop
109 | - FirebaseCore
110 | - FirebaseCoreDiagnostics
111 | - FirebaseCoreDiagnosticsInterop
112 | - FirebaseDatabase
113 | - FirebaseInstallations
114 | - FMDB
115 | - GoogleAppMeasurement
116 | - GoogleDataTransport
117 | - GoogleDataTransportCCTSupport
118 | - GoogleUtilities
119 | - leveldb-library
120 | - nanopb
121 | - PromisesObjC
122 |
123 | EXTERNAL SOURCES:
124 | firebase_core:
125 | :path: ".symlinks/plugins/firebase_core/ios"
126 | firebase_core_web:
127 | :path: ".symlinks/plugins/firebase_core_web/ios"
128 | firebase_database:
129 | :path: ".symlinks/plugins/firebase_database/ios"
130 | Flutter:
131 | :path: Flutter
132 | path_provider:
133 | :path: ".symlinks/plugins/path_provider/ios"
134 | path_provider_macos:
135 | :path: ".symlinks/plugins/path_provider_macos/ios"
136 | sqflite:
137 | :path: ".symlinks/plugins/sqflite/ios"
138 |
139 | SPEC CHECKSUMS:
140 | Firebase: f378c80340dd41c0ad0914af740c021eb282a04b
141 | firebase_core: 0d8be0e0d14c4902953aeb5ac5d7316d1fe4b978
142 | firebase_core_web: d501d8b946b60c8af265428ce483b0fff5ad52d1
143 | firebase_database: ba12319259e324c8e52e5e4efc8c6f3d33da1ee3
144 | FirebaseAnalytics: a1a0b3327ceb5cd5b4bacffdb293f6c909aa087d
145 | FirebaseAuthInterop: a0f37ae05833af156e72028f648d313f7e7592e9
146 | FirebaseCore: 9f495d3afacb7b558711e6218ebb14b1c51b5802
147 | FirebaseCoreDiagnostics: e9b4cd8ba60dee0f2d13347332e4b7898cca5b61
148 | FirebaseCoreDiagnosticsInterop: 296e2c5f5314500a850ad0b83e9e7c10b011a850
149 | FirebaseDatabase: 0144e0706a4761f1b0e8679572eba8095ddb59be
150 | FirebaseInstallations: acb3216eb9784d3b1d2d2d635ff74fa892cc0c44
151 | Flutter: 0e3d915762c693b495b44d77113d4970485de6ec
152 | FMDB: 2ce00b547f966261cd18927a3ddb07cb6f3db82a
153 | GoogleAppMeasurement: 6e68a94d0eaeb1d73ef6b0ed4f7334e29d63ae29
154 | GoogleDataTransport: b29a21d813e906014ca16c00897827e40e4a24ab
155 | GoogleDataTransportCCTSupport: 6f15a89b0ca35d6fa523e1f752ef818588885988
156 | GoogleUtilities: ad0f3b691c67909d03a3327cc205222ab8f42e0e
157 | leveldb-library: 55d93ee664b4007aac644a782d11da33fba316f7
158 | nanopb: 18003b5e52dab79db540fe93fe9579f399bd1ccd
159 | path_provider: abfe2b5c733d04e238b0d8691db0cfd63a27a93c
160 | path_provider_macos: f760a3c5b04357c380e2fddb6f9db6f3015897e0
161 | PromisesObjC: c119f3cd559f50b7ae681fa59dc1acd19173b7e6
162 | sqflite: 4001a31ff81d210346b500c55b17f4d6c7589dd0
163 |
164 | PODFILE CHECKSUM: 1b66dae606f75376c5f2135a8290850eeb09ae83
165 |
166 | COCOAPODS: 1.8.4
167 |
--------------------------------------------------------------------------------
/go-api/controllers/hero_test.go:
--------------------------------------------------------------------------------
1 | package controllers
2 |
3 | import (
4 | "context"
5 | "io/ioutil"
6 | "net/http"
7 | "strings"
8 | "testing"
9 |
10 | "com.aviebrantz.dota.api/model"
11 | "github.com/gofiber/fiber"
12 | )
13 |
14 | type FakeHeroRepository struct {
15 | database map[string]*model.DotaHero
16 | }
17 |
18 | func (fhr *FakeHeroRepository) FindById(ctx context.Context, id string) (*model.DotaHero, error) {
19 | hero := fhr.database[id]
20 | return hero, nil
21 | }
22 |
23 | func (fhr *FakeHeroRepository) LoadHeroesList(ids []string) ([]model.DotaHero, error) {
24 | var heroes []model.DotaHero
25 | for _, id := range ids {
26 | hero := fhr.database[id]
27 | heroes = append(heroes, *hero)
28 | }
29 | return heroes, nil
30 | }
31 |
32 | func TestGetRecommendationIntersection(t *testing.T) {
33 | heroRepository := &FakeHeroRepository{
34 | database: map[string]*model.DotaHero{
35 | "h1": {
36 | ID: "h1",
37 | WorstHeroes: map[string]model.DotaHeroVersus{
38 | "h4": {
39 | ID: "h4",
40 | },
41 | "h2": {
42 | ID: "h2",
43 | },
44 | },
45 | },
46 | "h2": {
47 | ID: "h2",
48 | WorstHeroes: map[string]model.DotaHeroVersus{
49 | "h4": {
50 | ID: "h4",
51 | },
52 | "h5": {
53 | ID: "h5",
54 | },
55 | },
56 | },
57 | "h3": {
58 | ID: "h3",
59 | WorstHeroes: map[string]model.DotaHeroVersus{
60 | "h5": {
61 | ID: "h5",
62 | },
63 | },
64 | },
65 | },
66 | }
67 | controller := NewHeroController(heroRepository)
68 |
69 | enemiesIds := []string{"h1", "h2"}
70 | teamIds := []string{}
71 |
72 | heroesIds, _ := controller.getRecommendations(enemiesIds, teamIds)
73 | expected := "h4,h5"
74 | joinedHeroesIds := strings.Join(heroesIds, ",")
75 |
76 | if joinedHeroesIds != expected {
77 | t.Errorf("getRecommendation(h1,h2) = %s; want %s", joinedHeroesIds, expected)
78 | }
79 | }
80 |
81 | func TestGetRecommendationIntersectionFillTopHero(t *testing.T) {
82 | heroRepository := &FakeHeroRepository{
83 | database: map[string]*model.DotaHero{
84 | "h1": {
85 | ID: "h1",
86 | WorstHeroes: map[string]model.DotaHeroVersus{
87 | "h4": {
88 | ID: "h4",
89 | },
90 | },
91 | },
92 | "h2": {
93 | ID: "h2",
94 | WorstHeroes: map[string]model.DotaHeroVersus{
95 | "h4": {
96 | ID: "h4",
97 | },
98 | "h5": {
99 | ID: "h5",
100 | Advantage: 10,
101 | },
102 | },
103 | },
104 | "h3": {
105 | ID: "h3",
106 | WorstHeroes: map[string]model.DotaHeroVersus{
107 | "h6": {
108 | ID: "h6",
109 | Advantage: 20,
110 | },
111 | "h7": {
112 | ID: "h7",
113 | Advantage: 30,
114 | },
115 | },
116 | },
117 | },
118 | }
119 | controller := NewHeroController(heroRepository)
120 |
121 | enemiesIds := []string{"h1", "h2", "h3"}
122 | teamIds := []string{"h7"}
123 |
124 | heroesIds, _ := controller.getRecommendations(enemiesIds, teamIds)
125 | expected := "h4,h6,h5"
126 | joinedHeroesIds := strings.Join(heroesIds, ",")
127 |
128 | if joinedHeroesIds != expected {
129 | t.Errorf("getRecommendation((h1,h2,h3),(h7)) = %s; want %s", joinedHeroesIds, expected)
130 | }
131 | }
132 |
133 | func TestGetHeroBydId(t *testing.T) {
134 | heroRepository := &FakeHeroRepository{
135 | database: map[string]*model.DotaHero{
136 | "h1": {
137 | ID: "h1",
138 | ImageURL: "/img",
139 | Name: "Hero 1",
140 | Rank: 1,
141 | WinRate: 50.1,
142 | },
143 | },
144 | }
145 |
146 | tests := []struct {
147 | description string
148 | route string
149 | expectedError bool
150 | expectedCode int
151 | expectedBody string
152 | }{
153 | {
154 | description: "Find Hero 1",
155 | route: "/h1",
156 | expectedCode: 200,
157 | expectedBody: `{"id":"h1","imageUrl":"/img","name":"Hero 1","rank":1,"winRate":50.1}`,
158 | },
159 | {
160 | description: "Non Existing Hero",
161 | route: "/not-hero",
162 | expectedCode: 404,
163 | expectedBody: `{"message":"Hero Not Found"}`,
164 | },
165 | }
166 |
167 | controller := NewHeroController(heroRepository)
168 | app := fiber.New()
169 | app.Get("/:heroId", controller.GetHeroById)
170 | // Iterate through test single test cases
171 | for _, test := range tests {
172 |
173 | req, _ := http.NewRequest(
174 | "GET",
175 | test.route,
176 | nil,
177 | )
178 |
179 | res, err := app.Test(req, -1)
180 | if err != nil {
181 | t.Errorf("error sending test request: %s", err.Error())
182 | }
183 |
184 | if res.StatusCode != test.expectedCode {
185 | t.Errorf("expected status code %d, receivd %d", test.expectedCode, res.StatusCode)
186 | }
187 |
188 | body, err := ioutil.ReadAll(res.Body)
189 | if err != nil {
190 | t.Errorf("error getting request body: %s", err.Error())
191 | }
192 |
193 | if string(body) != test.expectedBody {
194 | t.Errorf("GetHeroById(%s) = %s; want %s", test.description, string(body), test.expectedBody)
195 | }
196 | }
197 | }
198 |
199 | func TestGetHeroRecommendation(t *testing.T) {
200 | heroRepository := &FakeHeroRepository{
201 | database: map[string]*model.DotaHero{
202 | "h1": {
203 | ID: "h1",
204 | WorstHeroes: map[string]model.DotaHeroVersus{
205 | "h3": {
206 | ID: "h3",
207 | },
208 | },
209 | },
210 | "h3": {
211 | ID: "h3",
212 | ImageURL: "/img",
213 | Name: "Hero 3",
214 | Rank: 3,
215 | WinRate: 50.1,
216 | },
217 | },
218 | }
219 |
220 | tests := []struct {
221 | description string
222 | route string
223 | expectedError bool
224 | expectedCode int
225 | expectedBody string
226 | }{
227 | {
228 | description: "Missing enemies parameter",
229 | route: "/rec",
230 | expectedCode: 400,
231 | expectedBody: `{"message":"Missing enemies query parameter"}`,
232 | },
233 | {
234 | description: "Max enemies",
235 | route: "/rec?enemies=h1,h2,h3,h4,h5,h6",
236 | expectedCode: 400,
237 | expectedBody: `{"message":"Max number of enemies"}`,
238 | },
239 | {
240 | description: "Max own team heroes",
241 | route: "/rec?enemies=h7&team=h1,h2,h3,h4,h5,h6",
242 | expectedCode: 400,
243 | expectedBody: `{"message":"Max number of team heroes"}`,
244 | },
245 | {
246 | description: "Return hero recommendation",
247 | route: "/rec?enemies=h1",
248 | expectedCode: 200,
249 | expectedBody: `{"h3":{"id":"h3","imageUrl":"/img","name":"Hero 3","rank":3,"winRate":50.1}}`,
250 | },
251 | }
252 |
253 | controller := NewHeroController(heroRepository)
254 | app := fiber.New()
255 | app.Get("/rec", controller.GetHeroesRecommendations)
256 | // Iterate through test single test cases
257 | for _, test := range tests {
258 |
259 | req, _ := http.NewRequest(
260 | "GET",
261 | test.route,
262 | nil,
263 | )
264 |
265 | res, err := app.Test(req, -1)
266 | if err != nil {
267 | t.Errorf("error sending test request: %s", err.Error())
268 | }
269 |
270 | if res.StatusCode != test.expectedCode {
271 | t.Errorf("expected status code %d, receivd %d", test.expectedCode, res.StatusCode)
272 | }
273 |
274 | body, err := ioutil.ReadAll(res.Body)
275 | if err != nil {
276 | t.Errorf("error getting request body: %s", err.Error())
277 | }
278 |
279 | if string(body) != test.expectedBody {
280 | t.Errorf("GetHeroesRecommendations(%s) = %s; want %s", test.description, string(body), test.expectedBody)
281 | }
282 | }
283 | }
284 |
--------------------------------------------------------------------------------
/flutter_dota_app/pubspec.lock:
--------------------------------------------------------------------------------
1 | # Generated by pub
2 | # See https://dart.dev/tools/pub/glossary#lockfile
3 | packages:
4 | archive:
5 | dependency: transitive
6 | description:
7 | name: archive
8 | url: "https://pub.dartlang.org"
9 | source: hosted
10 | version: "2.0.11"
11 | args:
12 | dependency: transitive
13 | description:
14 | name: args
15 | url: "https://pub.dartlang.org"
16 | source: hosted
17 | version: "1.5.2"
18 | async:
19 | dependency: transitive
20 | description:
21 | name: async
22 | url: "https://pub.dartlang.org"
23 | source: hosted
24 | version: "2.4.0"
25 | boolean_selector:
26 | dependency: transitive
27 | description:
28 | name: boolean_selector
29 | url: "https://pub.dartlang.org"
30 | source: hosted
31 | version: "1.0.5"
32 | cached_network_image:
33 | dependency: "direct main"
34 | description:
35 | name: cached_network_image
36 | url: "https://pub.dartlang.org"
37 | source: hosted
38 | version: "2.1.0+1"
39 | charcode:
40 | dependency: transitive
41 | description:
42 | name: charcode
43 | url: "https://pub.dartlang.org"
44 | source: hosted
45 | version: "1.1.2"
46 | clock:
47 | dependency: transitive
48 | description:
49 | name: clock
50 | url: "https://pub.dartlang.org"
51 | source: hosted
52 | version: "1.0.1"
53 | collection:
54 | dependency: transitive
55 | description:
56 | name: collection
57 | url: "https://pub.dartlang.org"
58 | source: hosted
59 | version: "1.14.11"
60 | convert:
61 | dependency: transitive
62 | description:
63 | name: convert
64 | url: "https://pub.dartlang.org"
65 | source: hosted
66 | version: "2.1.1"
67 | crypto:
68 | dependency: transitive
69 | description:
70 | name: crypto
71 | url: "https://pub.dartlang.org"
72 | source: hosted
73 | version: "2.1.3"
74 | cupertino_icons:
75 | dependency: "direct main"
76 | description:
77 | name: cupertino_icons
78 | url: "https://pub.dartlang.org"
79 | source: hosted
80 | version: "0.1.3"
81 | file:
82 | dependency: transitive
83 | description:
84 | name: file
85 | url: "https://pub.dartlang.org"
86 | source: hosted
87 | version: "5.1.0"
88 | firebase:
89 | dependency: transitive
90 | description:
91 | name: firebase
92 | url: "https://pub.dartlang.org"
93 | source: hosted
94 | version: "7.3.0"
95 | firebase_core:
96 | dependency: "direct main"
97 | description:
98 | name: firebase_core
99 | url: "https://pub.dartlang.org"
100 | source: hosted
101 | version: "0.4.4+3"
102 | firebase_core_platform_interface:
103 | dependency: transitive
104 | description:
105 | name: firebase_core_platform_interface
106 | url: "https://pub.dartlang.org"
107 | source: hosted
108 | version: "1.0.4"
109 | firebase_core_web:
110 | dependency: transitive
111 | description:
112 | name: firebase_core_web
113 | url: "https://pub.dartlang.org"
114 | source: hosted
115 | version: "0.1.1+2"
116 | firebase_database:
117 | dependency: "direct main"
118 | description:
119 | name: firebase_database
120 | url: "https://pub.dartlang.org"
121 | source: hosted
122 | version: "3.1.5"
123 | flutter:
124 | dependency: "direct main"
125 | description: flutter
126 | source: sdk
127 | version: "0.0.0"
128 | flutter_cache_manager:
129 | dependency: transitive
130 | description:
131 | name: flutter_cache_manager
132 | url: "https://pub.dartlang.org"
133 | source: hosted
134 | version: "1.2.2"
135 | flutter_test:
136 | dependency: "direct dev"
137 | description: flutter
138 | source: sdk
139 | version: "0.0.0"
140 | flutter_web_plugins:
141 | dependency: transitive
142 | description: flutter
143 | source: sdk
144 | version: "0.0.0"
145 | http:
146 | dependency: transitive
147 | description:
148 | name: http
149 | url: "https://pub.dartlang.org"
150 | source: hosted
151 | version: "0.12.1"
152 | http_parser:
153 | dependency: transitive
154 | description:
155 | name: http_parser
156 | url: "https://pub.dartlang.org"
157 | source: hosted
158 | version: "3.1.4"
159 | image:
160 | dependency: transitive
161 | description:
162 | name: image
163 | url: "https://pub.dartlang.org"
164 | source: hosted
165 | version: "2.1.4"
166 | intl:
167 | dependency: transitive
168 | description:
169 | name: intl
170 | url: "https://pub.dartlang.org"
171 | source: hosted
172 | version: "0.16.1"
173 | js:
174 | dependency: transitive
175 | description:
176 | name: js
177 | url: "https://pub.dartlang.org"
178 | source: hosted
179 | version: "0.6.1+1"
180 | matcher:
181 | dependency: transitive
182 | description:
183 | name: matcher
184 | url: "https://pub.dartlang.org"
185 | source: hosted
186 | version: "0.12.6"
187 | meta:
188 | dependency: transitive
189 | description:
190 | name: meta
191 | url: "https://pub.dartlang.org"
192 | source: hosted
193 | version: "1.1.8"
194 | path:
195 | dependency: transitive
196 | description:
197 | name: path
198 | url: "https://pub.dartlang.org"
199 | source: hosted
200 | version: "1.6.4"
201 | path_provider:
202 | dependency: transitive
203 | description:
204 | name: path_provider
205 | url: "https://pub.dartlang.org"
206 | source: hosted
207 | version: "1.6.7"
208 | path_provider_macos:
209 | dependency: transitive
210 | description:
211 | name: path_provider_macos
212 | url: "https://pub.dartlang.org"
213 | source: hosted
214 | version: "0.0.4+1"
215 | path_provider_platform_interface:
216 | dependency: transitive
217 | description:
218 | name: path_provider_platform_interface
219 | url: "https://pub.dartlang.org"
220 | source: hosted
221 | version: "1.0.1"
222 | pedantic:
223 | dependency: transitive
224 | description:
225 | name: pedantic
226 | url: "https://pub.dartlang.org"
227 | source: hosted
228 | version: "1.8.0+1"
229 | petitparser:
230 | dependency: transitive
231 | description:
232 | name: petitparser
233 | url: "https://pub.dartlang.org"
234 | source: hosted
235 | version: "2.4.0"
236 | platform:
237 | dependency: transitive
238 | description:
239 | name: platform
240 | url: "https://pub.dartlang.org"
241 | source: hosted
242 | version: "2.2.1"
243 | plugin_platform_interface:
244 | dependency: transitive
245 | description:
246 | name: plugin_platform_interface
247 | url: "https://pub.dartlang.org"
248 | source: hosted
249 | version: "1.0.2"
250 | quiver:
251 | dependency: transitive
252 | description:
253 | name: quiver
254 | url: "https://pub.dartlang.org"
255 | source: hosted
256 | version: "2.0.5"
257 | rxdart:
258 | dependency: transitive
259 | description:
260 | name: rxdart
261 | url: "https://pub.dartlang.org"
262 | source: hosted
263 | version: "0.24.0"
264 | sky_engine:
265 | dependency: transitive
266 | description: flutter
267 | source: sdk
268 | version: "0.0.99"
269 | source_span:
270 | dependency: transitive
271 | description:
272 | name: source_span
273 | url: "https://pub.dartlang.org"
274 | source: hosted
275 | version: "1.5.5"
276 | sqflite:
277 | dependency: transitive
278 | description:
279 | name: sqflite
280 | url: "https://pub.dartlang.org"
281 | source: hosted
282 | version: "1.3.0"
283 | sqflite_common:
284 | dependency: transitive
285 | description:
286 | name: sqflite_common
287 | url: "https://pub.dartlang.org"
288 | source: hosted
289 | version: "1.0.0+1"
290 | stack_trace:
291 | dependency: transitive
292 | description:
293 | name: stack_trace
294 | url: "https://pub.dartlang.org"
295 | source: hosted
296 | version: "1.9.3"
297 | stream_channel:
298 | dependency: transitive
299 | description:
300 | name: stream_channel
301 | url: "https://pub.dartlang.org"
302 | source: hosted
303 | version: "2.0.0"
304 | string_scanner:
305 | dependency: transitive
306 | description:
307 | name: string_scanner
308 | url: "https://pub.dartlang.org"
309 | source: hosted
310 | version: "1.0.5"
311 | synchronized:
312 | dependency: transitive
313 | description:
314 | name: synchronized
315 | url: "https://pub.dartlang.org"
316 | source: hosted
317 | version: "2.2.0"
318 | term_glyph:
319 | dependency: transitive
320 | description:
321 | name: term_glyph
322 | url: "https://pub.dartlang.org"
323 | source: hosted
324 | version: "1.1.0"
325 | test_api:
326 | dependency: transitive
327 | description:
328 | name: test_api
329 | url: "https://pub.dartlang.org"
330 | source: hosted
331 | version: "0.2.11"
332 | typed_data:
333 | dependency: transitive
334 | description:
335 | name: typed_data
336 | url: "https://pub.dartlang.org"
337 | source: hosted
338 | version: "1.1.6"
339 | uuid:
340 | dependency: transitive
341 | description:
342 | name: uuid
343 | url: "https://pub.dartlang.org"
344 | source: hosted
345 | version: "2.0.4"
346 | vector_math:
347 | dependency: transitive
348 | description:
349 | name: vector_math
350 | url: "https://pub.dartlang.org"
351 | source: hosted
352 | version: "2.0.8"
353 | xml:
354 | dependency: transitive
355 | description:
356 | name: xml
357 | url: "https://pub.dartlang.org"
358 | source: hosted
359 | version: "3.5.0"
360 | sdks:
361 | dart: ">=2.7.0 <3.0.0"
362 | flutter: ">=1.12.13+hotfix.5 <2.0.0"
363 |
--------------------------------------------------------------------------------
/functions/src/index.js:
--------------------------------------------------------------------------------
1 | const functions = require('firebase-functions');
2 | const fetch = require('node-fetch');
3 | const cheerio = require('cheerio');
4 | const firebaseAdmin = require('firebase-admin');
5 | const { PubSub } = require('@google-cloud/pubsub')
6 | const { WebhookClient } = require('dialogflow-fulfillment')
7 |
8 | firebaseAdmin.initializeApp()
9 |
10 | const db = firebaseAdmin.database()
11 |
12 | const dotaBuffBaseUrl = 'https://www.dotabuff.com'
13 | const dotaBuffHeroesUrl = `${dotaBuffBaseUrl}/heroes`
14 | const dotaBuffHeroesUrlBy = (id) => `${dotaBuffBaseUrl}/heroes/${id}`
15 |
16 | const toSlug = (text) => {
17 | const lower = text.toLowerCase()
18 | const cleanText = lower.replace("'", '')
19 | return cleanText.split(' ').join('-')
20 | }
21 |
22 | async function fetchHeroById(id) {
23 | const data = await fetch(dotaBuffHeroesUrlBy(id))
24 | if (!data.ok) {
25 | throw new Error('Hero not found')
26 | }
27 |
28 | const html = await data.text()
29 | const $ = cheerio.load(html)
30 |
31 | const hero = {
32 | id
33 | }
34 |
35 | hero.winRate = parseFloat($('.header-content-secondary span').first().text().trim())
36 | hero.rank = parseFloat($('.header-content-secondary dd').first().text().trim())
37 |
38 | $('section').each((index, el) => {
39 | const sectionName = $(el).find('header').text().trim()
40 | if (sectionName.includes('Best Versus')) {
41 | hero.bestHeroes = hero.bestHeroes || {}
42 | $(el).find('tbody tr').each((j, trEl) => {
43 | const arr = $(trEl).children('td').map((i, td) => $(td).text().trim()).toArray()
44 | const name = arr[1]
45 | const id = toSlug(name)
46 | hero.bestHeroes[id] = {
47 | id,
48 | name,
49 | advantage: parseFloat(arr[2]),
50 | winRate: parseFloat(arr[3]),
51 | matches: parseInt(arr[4].replace(',',''),10)
52 | }
53 | })
54 | }
55 |
56 | if (sectionName.includes('Worst Versus')) {
57 | hero.worstHeroes = hero.worstHeroes || {}
58 | $(el).find('tbody tr').each((j, trEl) => {
59 | const arr = $(trEl).children('td').map((i, td) => $(td).text().trim()).toArray()
60 | const name = arr[1]
61 | const id = toSlug(name)
62 | hero.worstHeroes[id] = {
63 | id,
64 | name,
65 | advantage: parseFloat(arr[2]),
66 | winRate: parseFloat(arr[3]),
67 | matches: parseInt(arr[4].replace(',',''),10)
68 | }
69 | })
70 | }
71 | })
72 |
73 | return hero
74 | }
75 |
76 | const fetchDotaHeroTopic = 'fetch-dota-hero-topic'
77 | exports.fetchDotaBuffHeroById = functions.pubsub.topic(fetchDotaHeroTopic)
78 | .onPublish(async (msg) => {
79 | try {
80 | const { id } = msg.json
81 | const hero = await fetchHeroById(id)
82 | const heroRef = db.ref('/heroes').child(id)
83 | await heroRef.update(hero)
84 | } catch (err) {
85 | console.error(err)
86 | }
87 | })
88 |
89 | exports.scheduledFetchDotaBuffHeroes = functions.pubsub.schedule('0 3 * * *').onRun( async (context) => {
90 |
91 | const data = await fetch(dotaBuffHeroesUrl)
92 | const html = await data.text()
93 |
94 | const $ = cheerio.load(html)
95 |
96 | const heroes = $('.hero-grid a').map((_, el) => {
97 | const name = $(el).text().trim()
98 | const id = toSlug(name)
99 | let imageUrl = $(el).find('.hero').css('background')
100 | imageUrl = imageUrl.replace('url(', '')
101 | imageUrl = imageUrl.replace(')', '')
102 | imageUrl = dotaBuffBaseUrl + imageUrl
103 | return {
104 | id,
105 | name,
106 | imageUrl
107 | }
108 | }).toArray()
109 |
110 | const heroesMap = {}
111 | heroes.forEach(hero => {
112 | Object.keys(hero).forEach(attr => {
113 | heroesMap[`${hero.id}/${attr}`] = hero[attr]
114 | })
115 | })
116 |
117 | const pubSub = new PubSub({
118 | projectId : process.env.GCLOUD_PROJECT
119 | })
120 |
121 | // console.log('Map de atualizacao', heroesMap)
122 |
123 | const publishPromises =heroes.map(hero => {
124 | return pubSub.topic(fetchDotaHeroTopic).publishJSON({ id : hero.id });
125 | })
126 |
127 | const heroesRef = db.ref('/heroes')
128 | await heroesRef.update(heroesMap)
129 | await Promise.all(publishPromises)
130 | })
131 |
132 | function joinOr(names, joiner= 'ou'){
133 | if(names.length === 0){
134 | return 0
135 | }
136 |
137 | if(names.length === 1){
138 | return names[0]
139 | }
140 |
141 | if(names.length === 2){
142 | return names.join(` ${joiner} `)
143 | }
144 |
145 | if(names.length > 2){
146 | const firstNames = names.slice(0,-1)
147 | const lastName = names[names.length - 1]
148 | return firstNames.join(', ') + ` ${joiner} ` + lastName
149 | }
150 | }
151 |
152 | function pickOne(list){
153 | const max = list.length
154 | const pick = Math.floor(Math.random() * max)
155 | return list[pick]
156 | }
157 |
158 | const translation = {
159 | 'en' : {
160 | 'topHeroAnswer' : (names) => `The most used heroes lately are ${joinOr(names)}`,
161 | 'bestHeroThinking' : (names) => `Ok, let me check which heroes are good against ${joinOr(names,'or')}`,
162 | 'bestHeroAnswer' : (names) => {
163 | const isManyRec = names.length > 1
164 | return [
165 | `Humm, looks like ${isManyRec ? 'those heroes are good' : 'this hero is good'} for you to pick, ${joinOr(names,'or')}.`,
166 | `Try picking ${joinOr(names,'or')}, ${isManyRec ? 'they' : 'this hero'} seems to be a good pick.`,
167 | `Checking the latest matches, looks like picking ${joinOr(names,'or')} ${isManyRec ? 'are' : 'is'} a good option.`
168 | ]
169 | }
170 | },
171 | 'pt-br': {
172 | 'topHeroAnswer' : (names) => `Os herois mais usados ultimamente são ${joinOr(names)}`,
173 | 'bestHeroThinking' : (names) => `Ok, deixe me checar aqui quais herois são bons contra ${joinOr(names)}`,
174 | 'bestHeroAnswer' : (names) => {
175 | const isManyRec = names.length > 1
176 | return [
177 | `Humm, parece que ${isManyRec ? 'esses herois são bons' : 'esse heroi é bom'} para você pegar, ${joinOr(names)}.`,
178 | `Parece q se você pegar ${joinOr(names)} você vai ter boas chances.`,
179 | `Olhando as últimas partidas, parece que ${joinOr(names)} ${isManyRec ? 'são bons' : 'é bom'} neste cenário.`
180 | ]
181 | }
182 | }
183 | }
184 |
185 | exports.dialogflowFirebaseFulfillment = functions.https.onRequest((request, response) => {
186 | const agent = new WebhookClient({ request, response })
187 | console.log('Dialogflow Request headers: ' + JSON.stringify(request.headers));
188 | console.log('Dialogflow Request body: ' + JSON.stringify(request.body));
189 |
190 | function welcome(agent) {
191 | agent.add(`Welcome to my agent!`);
192 | }
193 |
194 | function fallback(agent) {
195 | agent.add(`I didn't understand`);
196 | agent.add(`I'm sorry, can you try again?`);
197 | }
198 |
199 | /**
200 | * Best Hero Intent
201 | * @param {WebhookClient} agent
202 | */
203 | async function bestHeroHandler(agent){
204 | const { locale } = agent
205 | const { heroes } = agent.parameters
206 | //const isMany = heroes.length > 1
207 |
208 | async function loadHeroesList(ids){
209 | const heroesRef = db.ref('/heroes')
210 | const heroesPromises = ids.map( async (id) => {
211 | const heroSnap = await heroesRef.child(id).once('value')
212 | return heroSnap.val()
213 | })
214 | return Promise.all(heroesPromises)
215 | }
216 |
217 | const heroesData = await loadHeroesList(heroes)
218 | const names = heroesData.map( h => h.name )
219 | agent.add(translation[locale].bestHeroThinking(names))
220 |
221 | // 1º Strategy - Intersection
222 | const worstHeroesSet = heroesData.map( hero => {
223 | const { id, worstHeroes } = hero
224 | const worstHeroesIds = Object.keys(worstHeroes)
225 | const set = new Set([...worstHeroesIds])
226 | return { id, set }
227 | })
228 |
229 | const intersections = {}
230 | worstHeroesSet.forEach( heroA => {
231 | worstHeroesSet.forEach( heroB => {
232 | if(heroA.id === heroB.id){
233 | return
234 | }
235 | const setA = heroA.set
236 | const setB = heroB.set
237 | const intersection = new Set(
238 | [...setA].filter(x => setB.has(x)))
239 | const heroesList = Array.from(intersection.values())
240 | heroesList.forEach( heroId => {
241 | intersections[heroId] = intersections[heroId] || 0
242 | intersections[heroId] += 1
243 | })
244 | })
245 | })
246 |
247 | const hasIntersections = Object.keys(intersections).length > 0
248 | let heroesIds = []
249 | if(hasIntersections){
250 | heroesIds = Object.keys(intersections)
251 | }else{
252 | const allHeroes = heroesData.map( hero => Object.values(hero.worstHeroes))
253 | .reduce( (arr, list ) => arr.concat(list) , [])
254 | allHeroes.sort( (a,b) => b.advantage - a.advantage)
255 | const topHeroes = new Set()
256 | allHeroes.forEach( hero => {
257 | const len = topHeroes.size
258 | if( !topHeroes.has(hero.id) && len < 3){
259 | topHeroes.add(hero.id)
260 | }
261 | })
262 | heroesIds = Array.from(topHeroes.values())
263 | }
264 |
265 | const goodHeroes = await loadHeroesList(heroesIds)
266 | const goodHeroesNames = goodHeroes.map( h => h.name )
267 | agent.add(pickOne(translation[locale].bestHeroAnswer(goodHeroesNames)))
268 | }
269 |
270 | async function topHeroHandler(agent){
271 |
272 | const allHeroesSnap = await db.ref('/heroes').once('value')
273 | const allHeroes = allHeroesSnap.val()
274 |
275 | const allHeroesData = Object.values(allHeroes)
276 | allHeroesData.sort( (a,b) => a.rank - b.rank )
277 |
278 | const topHeroes = allHeroesData.slice(0,3)
279 | const topHeroesNames = topHeroes.map( h => h.name )
280 | agent.add(`Os herois mais usados ultimamente são ${joinOr(topHeroesNames)}`)
281 | }
282 |
283 | let intentMap = new Map();
284 | intentMap.set('Default Welcome Intent', welcome);
285 | intentMap.set('Default Fallback Intent', fallback);
286 | intentMap.set('BestHero', bestHeroHandler);
287 | intentMap.set('TopHero', topHeroHandler)
288 | agent.handleRequest(intentMap);
289 | });
290 |
--------------------------------------------------------------------------------
/utils/db.json:
--------------------------------------------------------------------------------
1 | [
2 | {
3 | "value": "abaddon",
4 | "synonyms": [
5 | "Abaddon"
6 | ]
7 | },
8 | {
9 | "value": "alchemist",
10 | "synonyms": [
11 | "Alchemist"
12 | ]
13 | },
14 | {
15 | "value": "ancient-apparition",
16 | "synonyms": [
17 | "Ancient Apparition",
18 | "Ancient",
19 | "Apparition"
20 | ]
21 | },
22 | {
23 | "value": "anti-mage",
24 | "synonyms": [
25 | "Anti-Mage"
26 | ]
27 | },
28 | {
29 | "value": "arc-warden",
30 | "synonyms": [
31 | "Arc Warden",
32 | "Arc",
33 | "Warden"
34 | ]
35 | },
36 | {
37 | "value": "axe",
38 | "synonyms": [
39 | "Axe"
40 | ]
41 | },
42 | {
43 | "value": "bane",
44 | "synonyms": [
45 | "Bane"
46 | ]
47 | },
48 | {
49 | "value": "batrider",
50 | "synonyms": [
51 | "Batrider"
52 | ]
53 | },
54 | {
55 | "value": "beastmaster",
56 | "synonyms": [
57 | "Beastmaster"
58 | ]
59 | },
60 | {
61 | "value": "bloodseeker",
62 | "synonyms": [
63 | "Bloodseeker"
64 | ]
65 | },
66 | {
67 | "value": "bounty-hunter",
68 | "synonyms": [
69 | "Bounty Hunter",
70 | "Bounty",
71 | "Hunter"
72 | ]
73 | },
74 | {
75 | "value": "brewmaster",
76 | "synonyms": [
77 | "Brewmaster"
78 | ]
79 | },
80 | {
81 | "value": "bristleback",
82 | "synonyms": [
83 | "Bristleback"
84 | ]
85 | },
86 | {
87 | "value": "broodmother",
88 | "synonyms": [
89 | "Broodmother"
90 | ]
91 | },
92 | {
93 | "value": "centaur-warrunner",
94 | "synonyms": [
95 | "Centaur Warrunner",
96 | "Centaur",
97 | "Warrunner"
98 | ]
99 | },
100 | {
101 | "value": "chaos-knight",
102 | "synonyms": [
103 | "Chaos Knight",
104 | "Chaos",
105 | "Knight"
106 | ]
107 | },
108 | {
109 | "value": "chen",
110 | "synonyms": [
111 | "Chen"
112 | ]
113 | },
114 | {
115 | "value": "clinkz",
116 | "synonyms": [
117 | "Clinkz"
118 | ]
119 | },
120 | {
121 | "value": "clockwerk",
122 | "synonyms": [
123 | "Clockwerk"
124 | ]
125 | },
126 | {
127 | "value": "crystal-maiden",
128 | "synonyms": [
129 | "Crystal Maiden",
130 | "Crystal",
131 | "Maiden"
132 | ]
133 | },
134 | {
135 | "value": "dark-seer",
136 | "synonyms": [
137 | "Dark Seer",
138 | "Dark",
139 | "Seer"
140 | ]
141 | },
142 | {
143 | "value": "dark-willow",
144 | "synonyms": [
145 | "Dark Willow",
146 | "Willow"
147 | ]
148 | },
149 | {
150 | "value": "dazzle",
151 | "synonyms": [
152 | "Dazzle"
153 | ]
154 | },
155 | {
156 | "value": "death-prophet",
157 | "synonyms": [
158 | "Death Prophet",
159 | "Death",
160 | "Prophet"
161 | ]
162 | },
163 | {
164 | "value": "disruptor",
165 | "synonyms": [
166 | "Disruptor"
167 | ]
168 | },
169 | {
170 | "value": "doom",
171 | "synonyms": [
172 | "Doom"
173 | ]
174 | },
175 | {
176 | "value": "dragon-knight",
177 | "synonyms": [
178 | "Dragon Knight",
179 | "Dragon"
180 | ]
181 | },
182 | {
183 | "value": "drow-ranger",
184 | "synonyms": [
185 | "Drow Ranger",
186 | "Drow",
187 | "Ranger"
188 | ]
189 | },
190 | {
191 | "value": "earth-spirit",
192 | "synonyms": [
193 | "Earth Spirit",
194 | "Earth",
195 | "Spirit"
196 | ]
197 | },
198 | {
199 | "value": "earthshaker",
200 | "synonyms": [
201 | "Earthshaker"
202 | ]
203 | },
204 | {
205 | "value": "elder-titan",
206 | "synonyms": [
207 | "Elder Titan",
208 | "Elder",
209 | "Titan"
210 | ]
211 | },
212 | {
213 | "value": "ember-spirit",
214 | "synonyms": [
215 | "Ember Spirit",
216 | "Ember"
217 | ]
218 | },
219 | {
220 | "value": "enchantress",
221 | "synonyms": [
222 | "Enchantress"
223 | ]
224 | },
225 | {
226 | "value": "enigma",
227 | "synonyms": [
228 | "Enigma"
229 | ]
230 | },
231 | {
232 | "value": "faceless-void",
233 | "synonyms": [
234 | "Faceless Void",
235 | "Faceless",
236 | "Void"
237 | ]
238 | },
239 | {
240 | "value": "grimstroke",
241 | "synonyms": [
242 | "Grimstroke"
243 | ]
244 | },
245 | {
246 | "value": "gyrocopter",
247 | "synonyms": [
248 | "Gyrocopter"
249 | ]
250 | },
251 | {
252 | "value": "huskar",
253 | "synonyms": [
254 | "Huskar"
255 | ]
256 | },
257 | {
258 | "value": "invoker",
259 | "synonyms": [
260 | "Invoker"
261 | ]
262 | },
263 | {
264 | "value": "io",
265 | "synonyms": [
266 | "Io"
267 | ]
268 | },
269 | {
270 | "value": "jakiro",
271 | "synonyms": [
272 | "Jakiro"
273 | ]
274 | },
275 | {
276 | "value": "juggernaut",
277 | "synonyms": [
278 | "Juggernaut"
279 | ]
280 | },
281 | {
282 | "value": "keeper-of-the-light",
283 | "synonyms": [
284 | "Keeper of the Light",
285 | "Keeper",
286 | "Light"
287 | ]
288 | },
289 | {
290 | "value": "kunkka",
291 | "synonyms": [
292 | "Kunkka"
293 | ]
294 | },
295 | {
296 | "value": "legion-commander",
297 | "synonyms": [
298 | "Legion Commander",
299 | "Legion",
300 | "Commander"
301 | ]
302 | },
303 | {
304 | "value": "leshrac",
305 | "synonyms": [
306 | "Leshrac"
307 | ]
308 | },
309 | {
310 | "value": "lich",
311 | "synonyms": [
312 | "Lich"
313 | ]
314 | },
315 | {
316 | "value": "lifestealer",
317 | "synonyms": [
318 | "Lifestealer"
319 | ]
320 | },
321 | {
322 | "value": "lina",
323 | "synonyms": [
324 | "Lina"
325 | ]
326 | },
327 | {
328 | "value": "lion",
329 | "synonyms": [
330 | "Lion"
331 | ]
332 | },
333 | {
334 | "value": "lone-druid",
335 | "synonyms": [
336 | "Lone Druid",
337 | "Lone",
338 | "Druid"
339 | ]
340 | },
341 | {
342 | "value": "luna",
343 | "synonyms": [
344 | "Luna"
345 | ]
346 | },
347 | {
348 | "value": "lycan",
349 | "synonyms": [
350 | "Lycan"
351 | ]
352 | },
353 | {
354 | "value": "magnus",
355 | "synonyms": [
356 | "Magnus"
357 | ]
358 | },
359 | {
360 | "value": "mars",
361 | "synonyms": [
362 | "Mars"
363 | ]
364 | },
365 | {
366 | "value": "medusa",
367 | "synonyms": [
368 | "Medusa"
369 | ]
370 | },
371 | {
372 | "value": "meepo",
373 | "synonyms": [
374 | "Meepo"
375 | ]
376 | },
377 | {
378 | "value": "mirana",
379 | "synonyms": [
380 | "Mirana"
381 | ]
382 | },
383 | {
384 | "value": "monkey-king",
385 | "synonyms": [
386 | "Monkey King",
387 | "Monkey",
388 | "King"
389 | ]
390 | },
391 | {
392 | "value": "morphling",
393 | "synonyms": [
394 | "Morphling"
395 | ]
396 | },
397 | {
398 | "value": "naga-siren",
399 | "synonyms": [
400 | "Naga Siren",
401 | "Naga",
402 | "Siren"
403 | ]
404 | },
405 | {
406 | "value": "natures-prophet",
407 | "synonyms": [
408 | "Nature's Prophet",
409 | "Nature's"
410 | ]
411 | },
412 | {
413 | "value": "necrophos",
414 | "synonyms": [
415 | "Necrophos"
416 | ]
417 | },
418 | {
419 | "value": "night-stalker",
420 | "synonyms": [
421 | "Night Stalker",
422 | "Night",
423 | "Stalker"
424 | ]
425 | },
426 | {
427 | "value": "nyx-assassin",
428 | "synonyms": [
429 | "Nyx Assassin",
430 | "Nyx",
431 | "Assassin"
432 | ]
433 | },
434 | {
435 | "value": "ogre-magi",
436 | "synonyms": [
437 | "Ogre Magi",
438 | "Ogre",
439 | "Magi"
440 | ]
441 | },
442 | {
443 | "value": "omniknight",
444 | "synonyms": [
445 | "Omniknight"
446 | ]
447 | },
448 | {
449 | "value": "oracle",
450 | "synonyms": [
451 | "Oracle"
452 | ]
453 | },
454 | {
455 | "value": "outworld-devourer",
456 | "synonyms": [
457 | "Outworld Devourer",
458 | "Outworld",
459 | "Devourer"
460 | ]
461 | },
462 | {
463 | "value": "pangolier",
464 | "synonyms": [
465 | "Pangolier"
466 | ]
467 | },
468 | {
469 | "value": "phantom-assassin",
470 | "synonyms": [
471 | "Phantom Assassin",
472 | "Phantom"
473 | ]
474 | },
475 | {
476 | "value": "phantom-lancer",
477 | "synonyms": [
478 | "Phantom Lancer",
479 | "Lancer"
480 | ]
481 | },
482 | {
483 | "value": "phoenix",
484 | "synonyms": [
485 | "Phoenix"
486 | ]
487 | },
488 | {
489 | "value": "puck",
490 | "synonyms": [
491 | "Puck"
492 | ]
493 | },
494 | {
495 | "value": "pudge",
496 | "synonyms": [
497 | "Pudge"
498 | ]
499 | },
500 | {
501 | "value": "pugna",
502 | "synonyms": [
503 | "Pugna"
504 | ]
505 | },
506 | {
507 | "value": "queen-of-pain",
508 | "synonyms": [
509 | "Queen of Pain",
510 | "Queen",
511 | "Pain"
512 | ]
513 | },
514 | {
515 | "value": "razor",
516 | "synonyms": [
517 | "Razor"
518 | ]
519 | },
520 | {
521 | "value": "riki",
522 | "synonyms": [
523 | "Riki"
524 | ]
525 | },
526 | {
527 | "value": "rubick",
528 | "synonyms": [
529 | "Rubick"
530 | ]
531 | },
532 | {
533 | "value": "sand-king",
534 | "synonyms": [
535 | "Sand King",
536 | "Sand"
537 | ]
538 | },
539 | {
540 | "value": "shadow-demon",
541 | "synonyms": [
542 | "Shadow Demon",
543 | "Shadow",
544 | "Demon"
545 | ]
546 | },
547 | {
548 | "value": "shadow-fiend",
549 | "synonyms": [
550 | "Shadow Fiend",
551 | "Fiend"
552 | ]
553 | },
554 | {
555 | "value": "shadow-shaman",
556 | "synonyms": [
557 | "Shadow Shaman",
558 | "Shaman"
559 | ]
560 | },
561 | {
562 | "value": "silencer",
563 | "synonyms": [
564 | "Silencer"
565 | ]
566 | },
567 | {
568 | "value": "skywrath-mage",
569 | "synonyms": [
570 | "Skywrath Mage",
571 | "Skywrath",
572 | "Mage"
573 | ]
574 | },
575 | {
576 | "value": "slardar",
577 | "synonyms": [
578 | "Slardar"
579 | ]
580 | },
581 | {
582 | "value": "slark",
583 | "synonyms": [
584 | "Slark"
585 | ]
586 | },
587 | {
588 | "value": "snapfire",
589 | "synonyms": [
590 | "Snapfire"
591 | ]
592 | },
593 | {
594 | "value": "sniper",
595 | "synonyms": [
596 | "Sniper"
597 | ]
598 | },
599 | {
600 | "value": "spectre",
601 | "synonyms": [
602 | "Spectre"
603 | ]
604 | },
605 | {
606 | "value": "spirit-breaker",
607 | "synonyms": [
608 | "Spirit Breaker",
609 | "Breaker"
610 | ]
611 | },
612 | {
613 | "value": "storm-spirit",
614 | "synonyms": [
615 | "Storm Spirit",
616 | "Storm"
617 | ]
618 | },
619 | {
620 | "value": "sven",
621 | "synonyms": [
622 | "Sven"
623 | ]
624 | },
625 | {
626 | "value": "techies",
627 | "synonyms": [
628 | "Techies"
629 | ]
630 | },
631 | {
632 | "value": "templar-assassin",
633 | "synonyms": [
634 | "Templar Assassin",
635 | "Templar"
636 | ]
637 | },
638 | {
639 | "value": "terrorblade",
640 | "synonyms": [
641 | "Terrorblade"
642 | ]
643 | },
644 | {
645 | "value": "tidehunter",
646 | "synonyms": [
647 | "Tidehunter"
648 | ]
649 | },
650 | {
651 | "value": "timbersaw",
652 | "synonyms": [
653 | "Timbersaw"
654 | ]
655 | },
656 | {
657 | "value": "tinker",
658 | "synonyms": [
659 | "Tinker"
660 | ]
661 | },
662 | {
663 | "value": "tiny",
664 | "synonyms": [
665 | "Tiny"
666 | ]
667 | },
668 | {
669 | "value": "treant-protector",
670 | "synonyms": [
671 | "Treant Protector",
672 | "Treant",
673 | "Protector"
674 | ]
675 | },
676 | {
677 | "value": "troll-warlord",
678 | "synonyms": [
679 | "Troll Warlord",
680 | "Troll",
681 | "Warlord"
682 | ]
683 | },
684 | {
685 | "value": "tusk",
686 | "synonyms": [
687 | "Tusk"
688 | ]
689 | },
690 | {
691 | "value": "underlord",
692 | "synonyms": [
693 | "Underlord"
694 | ]
695 | },
696 | {
697 | "value": "undying",
698 | "synonyms": [
699 | "Undying"
700 | ]
701 | },
702 | {
703 | "value": "ursa",
704 | "synonyms": [
705 | "Ursa"
706 | ]
707 | },
708 | {
709 | "value": "vengeful-spirit",
710 | "synonyms": [
711 | "Vengeful Spirit",
712 | "Vengeful"
713 | ]
714 | },
715 | {
716 | "value": "venomancer",
717 | "synonyms": [
718 | "Venomancer"
719 | ]
720 | },
721 | {
722 | "value": "viper",
723 | "synonyms": [
724 | "Viper"
725 | ]
726 | },
727 | {
728 | "value": "visage",
729 | "synonyms": [
730 | "Visage"
731 | ]
732 | },
733 | {
734 | "value": "void-spirit",
735 | "synonyms": [
736 | "Void Spirit"
737 | ]
738 | },
739 | {
740 | "value": "warlock",
741 | "synonyms": [
742 | "Warlock"
743 | ]
744 | },
745 | {
746 | "value": "weaver",
747 | "synonyms": [
748 | "Weaver"
749 | ]
750 | },
751 | {
752 | "value": "windranger",
753 | "synonyms": [
754 | "Windranger"
755 | ]
756 | },
757 | {
758 | "value": "winter-wyvern",
759 | "synonyms": [
760 | "Winter Wyvern",
761 | "Winter",
762 | "Wyvern"
763 | ]
764 | },
765 | {
766 | "value": "witch-doctor",
767 | "synonyms": [
768 | "Witch Doctor",
769 | "Witch",
770 | "Doctor"
771 | ]
772 | },
773 | {
774 | "value": "wraith-king",
775 | "synonyms": [
776 | "Wraith King",
777 | "Wraith"
778 | ]
779 | },
780 | {
781 | "value": "zeus",
782 | "synonyms": [
783 | "Zeus"
784 | ]
785 | }
786 | ]
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