From 65a49dfb95fa3c57e22c9a2fa349cf0b29c39487 Mon Sep 17 00:00:00 2001 From: Alexander Munch-Hansen Date: Sun, 7 Apr 2019 00:01:06 +0200 Subject: [PATCH 1/8] pls --- server/nightr/app.py | 3 ++- server/nightr/strategies/parking_aarhus_2235.json | 1 + server/nightr/strategies/svm_strat.py | 2 -- 3 files changed, 3 insertions(+), 3 deletions(-) create mode 100644 server/nightr/strategies/parking_aarhus_2235.json diff --git a/server/nightr/app.py b/server/nightr/app.py index ad3ce8f..e0f5d75 100644 --- a/server/nightr/app.py +++ b/server/nightr/app.py @@ -10,7 +10,7 @@ from typing import List import requests_cache from flask import Flask, jsonify, logging, request -from .strategies import miloStrats, iss, cars_in_traffic, tide_strat, upstairs_neighbour, bing, battery +from .strategies import miloStrats, iss, cars_in_traffic, tide_strat, upstairs_neighbour, bing, svm_strat, battery from .util import Context app = Flask(__name__) @@ -30,6 +30,7 @@ strategies = { "tide": tide_strat.is_tide, "upstairs_neighbour": upstairs_neighbour.check_games, "bing": bing.clock, + "svm_parking": svm_strat.perform_svm_pred, "battery_level": battery.battery_level, } diff --git a/server/nightr/strategies/parking_aarhus_2235.json b/server/nightr/strategies/parking_aarhus_2235.json new file mode 100644 index 0000000..00162db --- /dev/null +++ b/server/nightr/strategies/parking_aarhus_2235.json @@ -0,0 +1 @@ +{"help": "https://portal.opendata.dk/api/3/action/help_show?name=datastore_search", "success": true, "result": {"include_total": true, "resource_id": "2a82a145-0195-4081-a13c-b0e587e9b89c", "fields": [{"type": "int", "id": "_id"}, {"type": "text", "id": "date"}, {"type": "text", "id": "garageCode"}, {"type": "int4", "id": "totalSpaces"}, {"type": "int4", "id": "vehicleCount"}], "records_format": "objects", "records": [{"_id": 1, "date": "2019/04/06 22:30:01", "garageCode": "NORREPORT", "totalSpaces": 80, "vehicleCount": 61}, {"_id": 2, "date": "2019/04/06 22:30:01", "garageCode": "SCANDCENTER", "totalSpaces": 1240, "vehicleCount": 442}, {"_id": 6, "date": "2019/04/06 22:30:01", "garageCode": "SALLING", "totalSpaces": 700, "vehicleCount": 290}, {"_id": 7, "date": "2019/04/06 22:30:01", "garageCode": "DOKK1", "totalSpaces": 1000, "vehicleCount": 0}, {"_id": 8, "date": "2019/04/06 22:30:01", "garageCode": "Navitas", "totalSpaces": 449, "vehicleCount": 161}, {"_id": 9, "date": "2019/04/06 22:30:01", "garageCode": "NewBusgadehuset", "totalSpaces": 105, "vehicleCount": 99}, {"_id": 3, "date": "2019/04/06 22:30:01", "garageCode": "BRUUNS", "totalSpaces": 953, "vehicleCount": 598}, {"_id": 4, "date": "2019/04/06 22:30:01", "garageCode": "MAGASIN", "totalSpaces": 378, "vehicleCount": 65}, {"_id": 5, "date": "2019/04/06 22:30:01", "garageCode": "KALKVAERKSVEJ", "totalSpaces": 210, "vehicleCount": 278}, {"_id": 10, "date": "2019/04/06 22:30:01", "garageCode": "Urban Level 1", "totalSpaces": 319, "vehicleCount": 32}, {"_id": 11, "date": "2019/04/06 22:30:01", "garageCode": "Urban Level 2+3", "totalSpaces": 654, "vehicleCount": 66}], "_links": {"start": "/api/3/action/datastore_search?resource_id=2a82a145-0195-4081-a13c-b0e587e9b89c", "next": "/api/3/action/datastore_search?offset=100&resource_id=2a82a145-0195-4081-a13c-b0e587e9b89c"}, "total": 11}} \ No newline at end of file diff --git a/server/nightr/strategies/svm_strat.py b/server/nightr/strategies/svm_strat.py index 0af7835..81d1569 100644 --- a/server/nightr/strategies/svm_strat.py +++ b/server/nightr/strategies/svm_strat.py @@ -5,11 +5,9 @@ import glob import json import numpy as np - from .strat_utils import write_json from ..util import Context, Prediction - def write_data(time): write_json("https://portal.opendata.dk/api/3/action/datastore_search?resource_id=2a82a145-0195-4081-a13c-b0e587e9b89c", "parking_aarhus", time) From fa63cb9e065afd0da3210187cf3976a3c63fb870 Mon Sep 17 00:00:00 2001 From: Alexander Munch-Hansen Date: Sun, 7 Apr 2019 00:03:50 +0200 Subject: [PATCH 2/8] pls --- server/nightr/strategies/svm_strat.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/server/nightr/strategies/svm_strat.py b/server/nightr/strategies/svm_strat.py index 81d1569..90fa84f 100644 --- a/server/nightr/strategies/svm_strat.py +++ b/server/nightr/strategies/svm_strat.py @@ -1,3 +1,5 @@ +from pathlib import Path + from sklearn import svm from sklearn.externals import joblib import requests @@ -36,7 +38,7 @@ def train(): joblib.dump(classifier, "nightness_classifier.pkl") def predict(X): - classifier = joblib.load("nightness_classifier.pkl") + classifier = joblib.load(str(Path(__file__).parent.joinpath("nightness_classifier.pkl"))) prob = classifier.predict_proba(np.array(X).reshape(1, -1)) return prob[0, 1] From b6c414f556f9bbbeb4553a9c09550d795bce8bcc Mon Sep 17 00:00:00 2001 From: Milo Date: Sun, 7 Apr 2019 00:04:06 +0200 Subject: [PATCH 3/8] fixed more strats --- server/nightr/strategies/miloStrats.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/server/nightr/strategies/miloStrats.py b/server/nightr/strategies/miloStrats.py index 0b51e43..9ac03b5 100644 --- a/server/nightr/strategies/miloStrats.py +++ b/server/nightr/strategies/miloStrats.py @@ -34,6 +34,7 @@ def australiaStrat(context : Context) -> Prediction: t = datetime.now().astimezone(australia) hour = t.hour p = Prediction() + p.weight = 1.0 if hour > 22 or hour < 6: p.probability = 0.0 @@ -54,7 +55,7 @@ def tv2newsStrat(context : Context) -> Prediction: print('after') data = r.json() - publish_dates = [(x['pubDate'])//1000 for x in data][:10] + publish_dates = [(x['pubDate'])//1000 for x in data[:5]] delta_times = [] for i in range(len(publish_dates)): if i == 0 : continue @@ -69,6 +70,7 @@ def tv2newsStrat(context : Context) -> Prediction: p.weight = 0.0 else: p.weight = 0.7 - p.probability = 1.0 if avg_timestamp > 50 else 0.0 - p.reasons.append('There were ' + ('few' if avg_timestamp > 50 else 'many') + ' recent articles on TV2 News') + print(avg_timestamp) + p.probability = 0.75 if avg_timestamp > 40 else 0.25 + p.reasons.append('There were ' + ('few' if avg_timestamp > 40 else 'many') + ' recent articles on TV2 News') return p From f126291e023ebc696772df2d0adf7005c8ba5b37 Mon Sep 17 00:00:00 2001 From: Alexander Munch-Hansen Date: Sun, 7 Apr 2019 00:06:07 +0200 Subject: [PATCH 4/8] pls --- server/nightr/strategies/svm_strat.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/server/nightr/strategies/svm_strat.py b/server/nightr/strategies/svm_strat.py index 90fa84f..789aa8c 100644 --- a/server/nightr/strategies/svm_strat.py +++ b/server/nightr/strategies/svm_strat.py @@ -54,5 +54,5 @@ def perform_svm_pred(context: Context) -> Prediction: p.reasons.append("Our only two data points have 11 dimensions") p.reasons.append("We are using a SVM") - p.probability = predict(X) + p.probability = float(predict(X)) return p From ccdf9d3d13da2e6b60564aefee1dd6bbc5a0994f Mon Sep 17 00:00:00 2001 From: Milo Date: 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import { MyCameraService } from '../../services/my-camera-service'; -import { Image } from 'tns-core-modules/ui/image' @Component({ selector: 'ns-camera-button', diff --git a/client/Nightr/src/app/result-page/result-page.component.css b/client/Nightr/src/app/result-page/result-page.component.css index bcd4764..c86d424 100644 --- a/client/Nightr/src/app/result-page/result-page.component.css +++ b/client/Nightr/src/app/result-page/result-page.component.css @@ -1 +1,19 @@ -/* Add mobile styles for the component here. */ +.title-container + { + font-family: 'Times New Roman', Times, serif; + font-size: 20px; + color: black; + padding: 5px; + text-align: center; + } +.page { + background-color: lightskyblue; +} +.item-header { + font-family: 'Times New Roman', Times, serif; + font-size: 14px; +} +.item-header { + font-family: 'Times New Roman', Times, serif; + font-size: 10px; +} diff --git a/client/Nightr/src/app/result-page/result-page.component.html b/client/Nightr/src/app/result-page/result-page.component.html index 5a89837..991d737 100644 --- a/client/Nightr/src/app/result-page/result-page.component.html +++ b/client/Nightr/src/app/result-page/result-page.component.html @@ -1,7 +1,18 @@ - - - - - + + + + + + + + + + + + + + + + diff --git a/client/Nightr/src/app/result-page/result-page.component.ts b/client/Nightr/src/app/result-page/result-page.component.ts index a764430..9dc4f15 100644 --- a/client/Nightr/src/app/result-page/result-page.component.ts +++ b/client/Nightr/src/app/result-page/result-page.component.ts @@ -1,6 +1,12 @@ import { Component, OnInit } from '@angular/core'; import { RouterExtensions } from 'nativescript-angular/router'; +class Reason { + constructor(public str: string, public causestring: string) { + + } +} + @Component({ selector: 'result-page', templateUrl: './result-page.component.html', @@ -8,8 +14,62 @@ import { RouterExtensions } from 'nativescript-angular/router'; moduleId: module.id, }) export class ResultPageComponent implements OnInit { + night: string = ""; + percentage: string = ""; + JSONObject = { + night: true, + predictions: [ + { + contribution: 0.08513743614692289, + description: "The number of articles releases in the last few hours on TV2.dk", + name: "tv2news", + night: true, + probability: 0.75, + reasons: [ + "There were few recent articles on TV2 News" + ], + weight: 0.7, + weighted_probability: 0.5249999999999999 + }, + { + contribution: 0.12162490878131842, + description: "It is night if it is night on the ISS and it is currently orbiting above us. http://www.isstracker.com/", + name: "iss", + night: true, + probability: 1.0, + reasons: [ + "The ISS is 6921 km away, so we are on the same side of the earth.", + "It is nighttime on board the ISS.", + "Therefore, it must be nighttime where we are." + ], + weight: 1.0, + weighted_probability: 1.0 + } + ], + weighted_probabilities_mean: 0.6066435714170693, + weighted_probabilities_median: 0.5538043478260869 + } + public reasons: Array; - constructor(private routerExtensions: RouterExtensions) { } + constructor(private routerExtensions: RouterExtensions) { + this.reasons = []; + var stringObject = JSON.stringify(this.JSONObject); + console.log(stringObject); + console.log(JSON.parse(stringObject)); + if (this.JSONObject.night) { + this.night = "It is night"; + } else { + this.night = "It is day"; + } + this.percentage = "At least we are "+Math.floor(this.JSONObject.weighted_probabilities_mean*100)+"% sure, here's why" + for (let i = 0; i < this.JSONObject.predictions.length; i++) { + var causestring = "" + for (let j = 0; j < this.JSONObject.predictions[i].reasons.length; j++) { + causestring = causestring + " - " + this.JSONObject.predictions[i].reasons[j] + "\n"; + } + this.reasons.push(new Reason(""+Math.round(this.JSONObject.predictions[i].contribution*100)+"% - " + this.JSONObject.predictions[i].name, causestring)); + } + } ngOnInit(): void { } From 561b022121f6493d5ec0295958aaa5fda2b9a399 Mon Sep 17 00:00:00 2001 From: "Casper V. Kristensen" Date: Sun, 7 Apr 2019 01:29:09 +0200 Subject: [PATCH 8/8] Update names, update ISS. --- server/nightr/app.py | 28 ++++++++++++++++------------ server/nightr/strategies/iss.py | 7 +++++-- server/nightr/strategies/just_eat.py | 4 ---- 3 files changed, 21 insertions(+), 18 deletions(-) diff --git a/server/nightr/app.py b/server/nightr/app.py index e0f5d75..23bd1ae 100644 --- a/server/nightr/app.py +++ b/server/nightr/app.py @@ -10,28 +10,29 @@ from typing import List import requests_cache from flask import Flask, jsonify, logging, request -from .strategies import miloStrats, iss, cars_in_traffic, tide_strat, upstairs_neighbour, bing, svm_strat, battery +from .strategies import miloStrats, iss, cars_in_traffic, tide_strat, upstairs_neighbour, bing, svm_strat, battery, just_eat from .util import Context app = Flask(__name__) logger = logging.create_logger(app) logger.setLevel(DEBUG) -requests_cache.install_cache("requests_cache", expire_after=timedelta(minutes=10)) +requests_cache.install_cache("requests_cache", expire_after=timedelta(minutes=2)) strategies = { # name: (weight, probability function) - "tv2news": miloStrats.tv2newsStrat, - "australia": miloStrats.australiaStrat, - "camera": miloStrats.camImgStrat, - "iss": iss.night_on_iss, - "cars_in_traffic": cars_in_traffic.cars_in_traffic, - "tide": tide_strat.is_tide, - "upstairs_neighbour": upstairs_neighbour.check_games, - "bing": bing.clock, - "svm_parking": svm_strat.perform_svm_pred, - "battery_level": battery.battery_level, + "TV2 News": miloStrats.tv2newsStrat, + "Australia": miloStrats.australiaStrat, + "Camera Image": miloStrats.camImgStrat, + "The International Space Station": iss.night_on_iss, + "Nearby Traffic situation": cars_in_traffic.cars_in_traffic, + "Tidal Measurements": tide_strat.is_tide, + "Legends of Nighttime": upstairs_neighbour.check_games, + "Bing AI": bing.clock, + "ML Parking": svm_strat.perform_svm_pred, + "Phone Battery Level": battery.battery_level, + "Pizza Availability": just_eat.do_just_eat_strat, } @@ -87,6 +88,9 @@ def probabilities(): # If this prediction disagrees with the consensus it contributed negatively if prediction["night"] != night: prediction["contribution"] *= -1 + + predictions.sort(key=lambda p: (p["contribution"], p["probability"]), reverse=True) + return jsonify({ "predictions": predictions, "weighted_probabilities_mean": mean, diff --git a/server/nightr/strategies/iss.py b/server/nightr/strategies/iss.py index bd759bc..4972a43 100644 --- a/server/nightr/strategies/iss.py +++ b/server/nightr/strategies/iss.py @@ -40,11 +40,11 @@ def night_on_iss(context: Context) -> Prediction: side = "same" if on_iss_time else "other" p.reasons.append(f"{the_iss} is {int(distance)} km away, so we are on the {side} side of the earth.") for i in itertools.count(1): - iss_tz = tf.closest_timezone_at(lng=float(iss_position["longitude"]), - lat=float(iss_position["latitude"]), + iss_tz = tf.closest_timezone_at(lng=float(iss_position["longitude"]), lat=float(iss_position["latitude"]), delta_degree=i) if iss_tz is not None: break + iss_time = datetime.now(pytz.timezone(iss_tz)) iss_night = iss_time.hour < 6 or iss_time.hour >= 22 @@ -75,6 +75,9 @@ def haversine(pos1, pos2): lat2 = float(pos2["latitude"]) long2 = float(pos2["longitude"]) + lat1 = 0 # we're only interested in the distance in the longitude for the timezone calculation + lat2 = 0 + degree_to_rad = float(pi / 180.0) d_lat = (lat2 - lat1) * degree_to_rad diff --git a/server/nightr/strategies/just_eat.py b/server/nightr/strategies/just_eat.py index 9a314cd..634c9a1 100644 --- a/server/nightr/strategies/just_eat.py +++ b/server/nightr/strategies/just_eat.py @@ -1,12 +1,8 @@ import requests from bs4 import BeautifulSoup -from datetime import datetime, timedelta -import requests_cache from ..util import Context, Prediction -requests_cache.install_cache("requests_cache", expire_after=timedelta(minutes=10)) - def is_restaurant_open(name, open, close) -> Prediction: p = Prediction()