diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..39d80d8 --- /dev/null +++ b/.gitignore @@ -0,0 +1 @@ +edi-calendar/build diff --git a/adaptive_design/books_quiz.htm b/adaptive_design/books_quiz.htm new file mode 100644 index 0000000..1cdb9bf --- /dev/null +++ b/adaptive_design/books_quiz.htm @@ -0,0 +1,78 @@ + + + + + +

Book quiz

+

+This is simple interactive quiz where you need to guess book title by words cloud, built on text of book. Let's start! +

+
+

+ + For the first example I choose song instead of book. Guess it! + + + + + +

+ +

+ + It was easy. Guess this very interesting book. + + + + + +

+ +

+ + I think you can easily cope with this. + + + + + +

+ +

+ + Maybe you read it at school... + + + + + +

+ +

+ + Awesome book, based on real story. + + + + + +

+ +

+ + The last question in this quiz. + + + + + +

+ +

+ + Great! Good job! + +

+ + +
diff --git a/adaptive_design/books_quiz.html b/adaptive_design/books_quiz.html new file mode 100644 index 0000000..bab11a2 --- /dev/null +++ b/adaptive_design/books_quiz.html @@ -0,0 +1,156 @@ + + + + + + Adaptive site + + + + + + + + + + + + +
+ +
+ +
+
+
+

+ Book quiz +

+

+ This is simple interactive quiz where you need to guess book title by words cloud, built on text of book. Let's start! +

+
+

+ + For the first example I choose song instead of book. Guess it! + + + + +

+

+ + It was easy. Guess this very interesting book. + + + + +

+

+ + I think you can easily cope with this. + + + + +

+

+ + Maybe you read it at school... + + + + +

+

+ + Awesome book, based on real story. + + + + +

+

+ + The last question in this quiz. + + + + +

+

+ + Great! Good job! + +

+
+
+ +
+ +
+ + diff --git a/adaptive_design/build.py b/adaptive_design/build.py new file mode 100755 index 0000000..9697024 --- /dev/null +++ b/adaptive_design/build.py @@ -0,0 +1,82 @@ +#!/usr/bin/python3 + +import html +from bs4 import BeautifulSoup, Comment, NavigableString +import glob +import time +import sys +import subprocess +import watchdog +import os + +from watchdog.observers import Observer +from watchdog.events import PatternMatchingEventHandler + +def rebuild(): + with open('template.html') as f: + template = f.read() + for name in glob.glob('*.htm'): + print(name) + template_soup = BeautifulSoup(template, 'html.parser') + file_to = os.path.splitext(name)[0] + '.html' + with open(name) as f: + content = f.read() + content_soup = BeautifulSoup(content, 'html.parser') + first_item = None + changed = [] + for comment in reversed(content_soup.findAll(text=lambda text: isinstance(text, Comment))): + value = '' + start = False + new_first_item = None + for inner in comment.findNextSiblings(): + new_first_item = inner if not new_first_item else new_first_item + if inner == first_item: + break + value += str(inner).strip() + first_item = new_first_item + tokens = comment.string.strip().split() + find_tag = tokens[0] + find_attributes = {} + for token in tokens[1:]: + parts = token.split(':') + if len(parts) == 2: + find_attributes[parts[0]] = parts[1] + for insert_to in template_soup.findAll(find_tag, find_attributes): + changed.append((insert_to, BeautifulSoup(value, 'html.parser'))) + for change in reversed(changed): + change[0].append(change[1]) + + with open(file_to, 'w') as f: + f.write(template_soup.prettify()) + +class ChangesHandler(PatternMatchingEventHandler): + patterns = ["*.html", "*.htm"] + + def process(self, event): + filename = os.path.basename(event.src_path) + if filename == 'template.html' or os.path.splitext(filename)[1] == '.htm': + try: + rebuild() + except Exception: + pass + + def on_modified(self, event): + self.process(event) + + def on_created(self, event): + self.process(event) + +if __name__ == '__main__': + args = sys.argv[1:] + observer = Observer() + observer.schedule(ChangesHandler(), path=args[0] if args else '.') + observer.start() + + rebuild() + try: + while True: + time.sleep(1) + except KeyboardInterrupt: + observer.stop() + + observer.join() diff --git a/adaptive_design/code b/adaptive_design/code new file mode 100755 index 0000000..866fd20 Binary files /dev/null and b/adaptive_design/code differ diff --git a/adaptive_design/code.cpp b/adaptive_design/code.cpp new file mode 100644 index 0000000..7380074 --- /dev/null +++ b/adaptive_design/code.cpp @@ -0,0 +1,17 @@ +#include +#include + + int f() { + int counter = 0; + for (double x = 0; x < 1; x += 0.1) + counter++; + printf("%d\n", counter); // prints 11 + } + + + +int main() +{ + f(); + return 0; +} diff --git a/adaptive_design/contacts.htm b/adaptive_design/contacts.htm new file mode 100644 index 0000000..9e33dd1 --- /dev/null +++ b/adaptive_design/contacts.htm @@ -0,0 +1,4 @@ + +

Contacts

+

You can contact with me via Telegram (@umqra)

+

Or you can write me to nikitos7991@yandex.ru

diff --git a/adaptive_design/contacts.html b/adaptive_design/contacts.html new file mode 100644 index 0000000..08e74cb --- /dev/null +++ b/adaptive_design/contacts.html @@ -0,0 +1,105 @@ + + + + + + Adaptive site + + + + + + + + + +
+ +
+ +
+
+ + +
+
+ Sivukhin Nikita © 2016 +
+
+ + diff --git a/adaptive_design/content b/adaptive_design/content deleted file mode 100644 index e69de29..0000000 diff --git a/adaptive_design/gallery.htm b/adaptive_design/gallery.htm new file mode 100644 index 0000000..f6d874b --- /dev/null +++ b/adaptive_design/gallery.htm @@ -0,0 +1,30 @@ + + + + +

Gallery

+ \ No newline at end of file diff --git a/adaptive_design/gallery.html b/adaptive_design/gallery.html new file mode 100644 index 0000000..eebed5d --- /dev/null +++ b/adaptive_design/gallery.html @@ -0,0 +1,138 @@ + + + + + + Adaptive site + + + + + + + + + + + +
+ +
+ +
+
+
+

+ Gallery +

+ +
+ +
+
+ Sivukhin Nikita © 2016 +
+
+ + diff --git a/adaptive_design/gallery_script.js b/adaptive_design/gallery_script.js new file mode 100644 index 0000000..959a138 --- /dev/null +++ b/adaptive_design/gallery_script.js @@ -0,0 +1,66 @@ +var gallery_images = []; +var selected_image = undefined; + +$(function() { + $(".gallery_image").click(function(e) { + show_image($(e.target).attr('id')); + }) + $("#view_scroll_left").click(function() { view_shift(-1); }); + $("#view_scroll_right").click(function() { view_shift(1); }); + $(".view_panel").click(function(e) { + if (!$(e.target).is(".view_scroll")) + hide_view_panel(); + }); + + $(document).keydown(function(e) { + process_keypress(e); + }); + gallery_images = $(".gallery_image"); +}); + +function process_keypress(e) { + if (e.keyCode == 27) { + //Pressed ESC key + hide_view_panel(); + } + if (e.keyCode == 37 && selected_image != undefined) { + //Pressed Left arrow + view_shift(-1); + } + if (e.keyCode == 39 && selected_image != undefined) { + //Pressed Right arrow + view_shift(1); + } +} + +function hide_view_panel() { + selected_image = undefined; + $(".view_panel").hide(); + $("body").css("overflow", "auto"); +} + +function get_image_source(image_id) { + return './resources/image' + image_id + '.jpg'; +} + +function show_image(image_id) { + image_id = parseInt(image_id); + selected_image = image_id; + $(".view_panel").show(); + + $("#selected_image").hide(); + $("#loading").show(); + var loaded_image = $("", {id: "selected_image"}); + loaded_image.load(function () { + $("#selected_image").replaceWith(loaded_image).show(); + $('#loading').hide(); + }); + loaded_image.attr("src", get_image_source(image_id)); +} + +function view_shift(direction) { + if (selected_image != undefined) { + var next_id = (selected_image + direction + gallery_images.length) % gallery_images.length; + show_image(next_id); + } +} \ No newline at end of file diff --git a/adaptive_design/gallery_style.css b/adaptive_design/gallery_style.css new file mode 100644 index 0000000..f5c0f72 --- /dev/null +++ b/adaptive_design/gallery_style.css @@ -0,0 +1,106 @@ +#gallery { + padding: 20px; + width: auto; + overflow-x: scroll; +} + +.images { + text-align: center; + white-space: nowrap; + margin: auto; +} + +.preview_pane { + display: inline-block; +} + +@media (max-width: 600px) { + .preview_pane, .images { + display: block; + margin: auto; + } + #gallery img { + max-width: 100%; + } + #gallery { + overflow-x: hidden; + } +} + +.view_panel { + display: none; + position: fixed; + text-align: center; + left: 0px; + right: 0px; + top: 0px; + bottom: 0px; + background-color: rgba(10, 10, 10, 0.8); +} + +.view_panel:before { + content: ''; + display: inline-block; + vertical-align: middle; + height: 100%; +} + +#gallery .images img { + max-height: 200px; + cursor: pointer; +} + +.wrapper, #selected_image { + display: inline-block; + vertical-align: middle; + max-height: 70vh; + max-width: 70vw; +} + +#selected_image { + border: 3px solid #9a9a9a; +} + +#bound_wrapper { + display: inline-block; + vertical-align: bottom; + height: 70vh; + margin-bottom: 15vh; +} + +.view_scroll { + position: fixed; + background-color: black; + background-color: rgba(0, 0, 0, 0.2); + color: gray; + top: 0px; + bottom: 0px; + height: 100vh; + width: 14vw; + line-height: 100vh; + font-size: 10vh; +} + +#view_scroll_left:after { + content: '←'; +} +#view_scroll_left { + left: 0px; +} + +#view_scroll_right:after { + content: '→'; +} +#view_scroll_right { + right: 0px; +} + +.view_scroll:hover { + background-color: rgba(0, 0, 0, 0.8); + color: aliceblue; + cursor: pointer; +} + +#loading { + display: none; +} diff --git a/adaptive_design/images/book_quiz/1.png b/adaptive_design/images/book_quiz/1.png new file mode 100644 index 0000000..5f50a5a Binary files /dev/null and b/adaptive_design/images/book_quiz/1.png differ diff --git a/adaptive_design/images/book_quiz/2.png b/adaptive_design/images/book_quiz/2.png new file mode 100644 index 0000000..fabeb90 Binary files /dev/null and b/adaptive_design/images/book_quiz/2.png differ diff --git a/adaptive_design/images/book_quiz/3.png b/adaptive_design/images/book_quiz/3.png new file mode 100644 index 0000000..942cc36 Binary files /dev/null and b/adaptive_design/images/book_quiz/3.png differ diff --git a/adaptive_design/images/book_quiz/4.png b/adaptive_design/images/book_quiz/4.png new file mode 100644 index 0000000..95068a9 Binary files /dev/null and b/adaptive_design/images/book_quiz/4.png differ diff --git a/adaptive_design/images/book_quiz/5.png b/adaptive_design/images/book_quiz/5.png new file mode 100644 index 0000000..e2505eb Binary files /dev/null and b/adaptive_design/images/book_quiz/5.png differ diff --git a/adaptive_design/images/book_quiz/6.png b/adaptive_design/images/book_quiz/6.png new file mode 100644 index 0000000..5ba6a81 Binary files /dev/null and b/adaptive_design/images/book_quiz/6.png differ diff --git a/adaptive_design/images/download.gif b/adaptive_design/images/download.gif new file mode 100644 index 0000000..cac549a Binary files /dev/null and b/adaptive_design/images/download.gif differ diff --git a/adaptive_design/images/gallery_link.png b/adaptive_design/images/gallery_link.png new file mode 100644 index 0000000..869e3ca Binary files /dev/null and b/adaptive_design/images/gallery_link.png differ diff --git a/adaptive_design/images/hard1.png b/adaptive_design/images/hard1.png new file mode 100644 index 0000000..894391c Binary files /dev/null and b/adaptive_design/images/hard1.png differ diff --git a/adaptive_design/images/jake.png b/adaptive_design/images/jake.png new file mode 100644 index 0000000..d400ed4 Binary files /dev/null and b/adaptive_design/images/jake.png differ diff --git a/adaptive_design/images/links_link.png b/adaptive_design/images/links_link.png new file mode 100644 index 0000000..4683d63 Binary files /dev/null and b/adaptive_design/images/links_link.png differ diff --git a/adaptive_design/images/logo.svg b/adaptive_design/images/logo.svg new file mode 100644 index 0000000..647afa7 --- /dev/null +++ b/adaptive_design/images/logo.svg @@ -0,0 +1,269 @@ + + + + + + + + image/svg+xml + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/adaptive_design/images/prekol_link.png b/adaptive_design/images/prekol_link.png new file mode 100644 index 0000000..1a15680 Binary files /dev/null and b/adaptive_design/images/prekol_link.png differ diff --git a/adaptive_design/images/simple1.png b/adaptive_design/images/simple1.png new file mode 100644 index 0000000..75328a4 Binary files /dev/null and b/adaptive_design/images/simple1.png differ diff --git a/adaptive_design/index.htm b/adaptive_design/index.htm new file mode 100644 index 0000000..d159f4a --- /dev/null +++ b/adaptive_design/index.htm @@ -0,0 +1,21 @@ + +

About

+

This site is about prekols. Simple prekols. If you suddenly realize, that all prekols, that surround you, are too complicated and unclear for you — then you came to the right place!

+

There is common case, when people around show you complicated prekols, presenting them as simple ones. I try to caution you from these situtations and show a BIG difference between hard and simple prekols. Let's go!

+
+ +
+
So, when someone asks you — "Why this code prints 11", then after a few minutes of thinking you can simply solve this prekol. If you see this unusual behaviour of double for the first time, then after short introduction into double mechanics you can understand this code. More important, you can simple solve many other prekols with doubles. Amazing! So, main features of simple prekols +
    +
  • Easy to understand
    • +
  • Easy to explain
    • +
  • Easy to solve similar prekols
    • +
+
+

Now i want to show you a complicated prekol. Be carefull, please.

+ +
+ +
+ +

WTF?!

diff --git a/adaptive_design/index.html b/adaptive_design/index.html new file mode 100644 index 0000000..a25e733 --- /dev/null +++ b/adaptive_design/index.html @@ -0,0 +1,129 @@ + + + + + + Adaptive site + + + + + + + + + +
+ +
+ +
+
+
+

+ About +

+

+ This site is about prekols. Simple prekols. If you suddenly realize, that all prekols, that surround you, are too complicated and unclear for you — then you came to the right place! +

+

+ There is common case, when people around show you complicated prekols, presenting them as simple ones. I try to caution you from these situtations and show a + + BIG + + difference between hard and simple prekols. Let's go! +

+
+ +
+
+ So, when someone asks you — "Why this code prints 11", then after a few minutes of thinking you can simply solve this prekol. If you see this unusual behaviour of double for the first time, then after short introduction into double mechanics you can understand this code. More important, you can simple solve many other prekols with doubles. Amazing! So, main features of simple prekols +
    +
  • + Easy to understand +
    • +
  • + Easy to explain +
    • +
  • + Easy to solve similar prekols +
    • +
+
+

+ Now i want to show you a complicated prekol. Be carefull, please. +

+
+ +
+

+ WTF?! +

+
+ +
+
+ Sivukhin Nikita © 2016 +
+
+ + diff --git a/adaptive_design/links.htm b/adaptive_design/links.htm new file mode 100644 index 0000000..91e63b5 --- /dev/null +++ b/adaptive_design/links.htm @@ -0,0 +1,8 @@ + +

Useful links

+ diff --git a/adaptive_design/links.html b/adaptive_design/links.html new file mode 100644 index 0000000..207a411 --- /dev/null +++ b/adaptive_design/links.html @@ -0,0 +1,119 @@ + + + + + + Adaptive site + + + + + + + + + +
+ +
+ +
+
+
+

+ Useful links +

+
    +
  • + + Timus Online Judge + + - truly amazing archive of programming problems with automatic judge system. You can find many interesting and hard problems right here. +
    • +
  • + + Codeforces + + - another platform with online judge and many different problems. Also regular contests held. +
    • +
  • + + Kaggle + + - home for data science. Cool site where you can try your hand at machine learning, participate in competitions and connect with professionals. +
    • +
  • + + Coursera + + - amazing platform for online education. You can study the best courses from top world university. +
    • +
+
+ +
+
+ Sivukhin Nikita © 2016 +
+
+ + diff --git a/adaptive_design/logo/_logo1.png b/adaptive_design/logo/_logo1.png new file mode 100644 index 0000000..3e98ab0 Binary files /dev/null and b/adaptive_design/logo/_logo1.png differ diff --git a/adaptive_design/logo/_logo2.png b/adaptive_design/logo/_logo2.png new file mode 100644 index 0000000..18b7e1b Binary files /dev/null and b/adaptive_design/logo/_logo2.png differ diff --git a/adaptive_design/logo/_logo3.png b/adaptive_design/logo/_logo3.png new file mode 100644 index 0000000..eda3f70 Binary files /dev/null and b/adaptive_design/logo/_logo3.png differ diff --git a/adaptive_design/logo/_logo4.png b/adaptive_design/logo/_logo4.png new file mode 100644 index 0000000..b6b0006 Binary files /dev/null and b/adaptive_design/logo/_logo4.png differ diff --git a/adaptive_design/logo/_logo5.png b/adaptive_design/logo/_logo5.png new file mode 100644 index 0000000..23e293d Binary files /dev/null and b/adaptive_design/logo/_logo5.png differ diff --git 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differ diff --git a/adaptive_design/logo/dump/logoA.png b/adaptive_design/logo/dump/logoA.png new file mode 100644 index 0000000..a3aceb3 Binary files /dev/null and b/adaptive_design/logo/dump/logoA.png differ diff --git a/adaptive_design/logo/gen.py b/adaptive_design/logo/gen.py new file mode 100755 index 0000000..10dd333 --- /dev/null +++ b/adaptive_design/logo/gen.py @@ -0,0 +1,27 @@ +#!/usr/bin/python3 + +import random +import svgwrite as sv +from svgwrite import cm, mm + +def rgb2hex(r, g, b): + return '#{:02x}{:02x}{:02x}'.format(r, g, b) + +draw = sv.Drawing('logo.svg', profile='tiny') + +cnt = 30 +x, y = 100, 100 +base_r = 50 +r, g, b, a = 50, 50, 150, 100 +for i in range(cnt): + shift_x = random.randint(-30, 30) + shift_y = random.randint(-30, 30) + shift_r = random.randint(-20, 20) + r += random.randint(-5, 5) + g += random.randint(-5, 5) + b += random.randint(-5, 5) + a += random.randint(-5, 5) + draw.add(draw.circle(center=(x + shift_x, y + shift_y), r=base_r + shift_r, stroke=rgb2hex(r, g, b), fill='none', + stroke_width=random.randint(1, 4))) + +draw.save() diff --git a/adaptive_design/logo/logo.svg b/adaptive_design/logo/logo.svg new file mode 100644 index 0000000..1a92146 --- /dev/null +++ b/adaptive_design/logo/logo.svg @@ -0,0 +1,436 @@ + + + + + + image/svg+xml + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/adaptive_design/logo/logo1.png b/adaptive_design/logo/logo1.png new file mode 100644 index 0000000..ea5c7ec Binary files /dev/null and b/adaptive_design/logo/logo1.png differ diff --git a/adaptive_design/logo/logo2.png b/adaptive_design/logo/logo2.png new file mode 100644 index 0000000..a3aceb3 Binary files /dev/null and b/adaptive_design/logo/logo2.png differ diff --git a/adaptive_design/logo/logo3.png b/adaptive_design/logo/logo3.png new file mode 100644 index 0000000..f01f54b Binary files /dev/null and b/adaptive_design/logo/logo3.png differ diff --git a/adaptive_design/logo/logo4.png 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0000000..f01f54b Binary files /dev/null and b/adaptive_design/logo/logo9.png differ diff --git a/adaptive_design/logo/logoA.png b/adaptive_design/logo/logoA.png new file mode 100644 index 0000000..a3aceb3 Binary files /dev/null and b/adaptive_design/logo/logoA.png differ diff --git a/adaptive_design/logo/s_logo1.svg b/adaptive_design/logo/s_logo1.svg new file mode 100644 index 0000000..647afa7 --- /dev/null +++ b/adaptive_design/logo/s_logo1.svg @@ -0,0 +1,269 @@ + + + + + + + + image/svg+xml + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/adaptive_design/logo_style.css b/adaptive_design/logo_style.css new file mode 100644 index 0000000..937db34 --- /dev/null +++ b/adaptive_design/logo_style.css @@ -0,0 +1,37 @@ +#logo { + width: 60px; + height: 60px; + min-width: 60px; + position: relative; +} + +#logo table { + background-color: #f7f7f7; + position: relative; + width: 100%; + height: 100%; + top: 0px; +} + +#logo td { + background-color: #ee3e64; +} + +#logo tr:nth-child(2) td:nth-child(2n+1) { + background-color: #44accf; +} + +#logo td:nth-child(2n+1) { + background-color: #b7d84b; +} + +#logo tr:nth-child(2) td:nth-child(2) { + background-color: gray; +} + +#jake { + right: -20px; + top: -10px; + position: absolute; + width: 50px; +} diff --git a/adaptive_design/prekols.htm b/adaptive_design/prekols.htm new file mode 100644 index 0000000..7d345f0 --- /dev/null +++ b/adaptive_design/prekols.htm @@ -0,0 +1,12 @@ + +

Simple prekols

+ +

Hard prekols

+ diff --git a/adaptive_design/prekols.html b/adaptive_design/prekols.html new file mode 100644 index 0000000..80f32e1 --- /dev/null +++ b/adaptive_design/prekols.html @@ -0,0 +1,125 @@ + + + + + + Adaptive site + + + + + + + + + +
+ +
+ +
+ +
+ Sivukhin Nikita © 2016 +
+
+ + diff --git a/adaptive_design/prob_theory.html b/adaptive_design/prob_theory.html new file mode 100644 index 0000000..f1b8222 --- /dev/null +++ b/adaptive_design/prob_theory.html @@ -0,0 +1,1404 @@ + + + +Test tasks + + + + + + + + + + + + + + + + + + + +
+
+
+ +
+
+
In [2]:
+
+
+
import numpy as np
+import seaborn as sns
+%pylab inline
+
+ +
+
+
+ +
+
+ + +
+
+
Populating the interactive namespace from numpy and matplotlib
+
+
+
+ +
+
+ +
+
+
+
In [59]:
+
+
+
def draw_density(f, expected=None, count=100):
+    samples = [f() for _ in range(count)]
+    sns.distplot(np.array(samples))
+    if expected is not None:
+        xs = np.arange(min(samples), max(samples), 0.1)
+        plot(xs, [expected(x) for x in xs], 'r')
+
+ +
+
+
+ +
+
+
+
In [58]:
+
+
+
def draw_distribution(f, expected=None, count=100):
+    samples = [f() for _ in range(count)]
+    sns.distplot(samples,
+             hist_kws=dict(cumulative=True),
+             kde_kws=dict(cumulative=True))
+    if expected is not None:
+        xs = np.arange(min(samples), max(samples), 0.1)
+        plot(xs, [expected(x) for x in xs], 'r')
+
+ +
+
+
+ +
+
+
+
In [61]:
+
+
+
def expectation(f, count=100):
+    return sum([f() for _ in range(count)]) * 1.0 / count
+
+ +
+
+
+ +
+
+
+
In [216]:
+
+
+
def variance(f, count=100):
+    return expectation(lambda: f()**2, count) - expectation(f, count)**2
+
+ +
+
+
+ +
+
+
+
+
+
+

8.8

Точка брошена наудачу в круг радиусом R. Найти функцию распределения и дисперсию расстояния от точки до центра круга

+
+
+
+
+
+
In [117]:
+
+
+
def get_point(r):
+    while True:
+        x, y = np.random.uniform(-r, r, 2)
+        if x**2 + y**2 <= r**2:
+            return x, y
+
+ +
+
+
+ +
+
+
+
In [118]:
+
+
+
def get_distance(p):
+    return np.sqrt(p[0]**2 + p[1]**2)
+
+ +
+
+
+ +
+
+
+
+
+
+

Функцию распределения F(r) можно задать таким интегралом +1πR2∫−rr∫−r2−x2r2−x2dxdy

+ +
+
+
+
+
+
+
+
+

После перехода в полярные координаты с заменой dxdy на rdϕdr получим:

+ +
+
+
+
+
+
+
+
+

F(r)=1πR2∫0r∫02πrdϕdr=1πR2∫0r2πrdr=2ππR2r22=r2R2

+ +
+
+
+
+
+
In [119]:
+
+
+
# proof
+draw_distribution(lambda: get_distance(get_point(1)), lambda x: x**2, 1000)
+
+ +
+
+
+ +
+
+ + +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

Найдем сначала матожидание величины:

+

E(ξ)=1πR2∫0R∫02πr⋅rdrdϕ=1πR2∫0R2πr2dr=2ππR2R33=2R3

+ +
+
+
+
+
+
In [121]:
+
+
+
# proof
+radiuses = np.arange(1, 10, 1)
+actual_exp = [expectation(lambda: get_distance(get_point(r))) for r in radiuses]
+exp_exp = [2.0 / 3 * r for r in radiuses]
+plot(radiuses, actual_exp)
+plot(radiuses, exp_exp, 'r')
+
+ +
+
+
+ +
+
+ + +
Out[121]:
+ + +
+
[<matplotlib.lines.Line2D at 0x7f4f6799f190>]
+
+ +
+ +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

Матожидание квадрата случайной величины ищется аналогично и равно:

+

E(ξ2)=R22, соответственно D(ξ)=R22−2R3=R218

+ +
+
+
+
+
+
In [126]:
+
+
+
# proof
+radiuses = np.arange(1, 10, 1)
+actual_var = [variance(lambda: get_distance(get_point(r)), 10000) for r in radiuses]
+exp_var = [1.0 / 18 * r**2 for r in radiuses]
+plot(radiuses, actual_var)
+plot(radiuses, exp_var, 'r')
+
+ +
+
+
+ +
+
+ + +
Out[126]:
+ + +
+
[<matplotlib.lines.Line2D at 0x7f4f674c5a10>]
+
+ +
+ +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

8.11

В игре одновременно находится n шариков. Вероятность появления трещины на одном шарике равна p. Найти ожидаемое число поврежденных шариков

+
+
+
+
+
+
+
+
+

ξ - случайная величина, число поврежденных шариков +E(ξ)=∑i=0ni⋅Prob(i), где Prob(i) - вероятность того, что в конце будет ровно i поврежденных шариков.

+ +
+
+
+
+
+
+
+
+

Prob(i)=(ni)piq(n−i), где q=1−p

+ +
+
+
+
+
+
+
+
+

Осталось посчитать искомую сумму. Для этого распишем сочетания по определению:

+

E(ξ)=∑i=0ni⋅(ni)piq(n−i)=∑i=0ni⋅n!i!(n−i)!piq(n−i)=∑i=1nn!(i−1)!(n−i)!piq(n−i)=np∑i=1n(n−1)!(i−1)!(n−i)!pi−1q(n−i)=np

+

Последний переход сделан из следующих соображений:

+

∑i=1n(n−1)!(i−1)!(n−i)!pi−1q(n−i)=∑i=0n−1(n−1)!(i−1)!(n−i)!pi−1q(n−i)=(p+q)n−1=1n−1=1

+ +
+
+
+
+
+
+
+
+

Соответственно E(ξ)=np

+ +
+
+
+
+
+
In [129]:
+
+
+
#proof
+p = 0.3
+ns = np.arange(5, 20, 1)
+actual_exp = [expectation(lambda: sum(np.random.binomial(n, p)), 1000) for n in ns]
+exp_exp = [n * p for n in ns]
+plot(ns, actual_exp)
+plot(ns, exp_exp, 'r')
+
+ +
+
+
+ +
+
+ + +
Out[129]:
+ + +
+
[<matplotlib.lines.Line2D at 0x7f4f673dac90>]
+
+ +
+ +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

8.18

Найти матожидание числа бросков n игральных костей, при которых выпадет ровно m шестерок, если общее число бросков равно N

+
+
+
+
+
+
+
+
+

ξ - случайная величина, равная количеству бросков ровно с m шестерками

+

Так как броски независимы, то можно разложить ξ на сумму независимых случайных величин: ξ=ξ1+ξ2+…+ξN, где ξi - это "матожидание числа хороших бросков на i-ом броске", т.е. просто вероятность хорошего броска. Т.к. эта вероятность не зависит от номера броска, то ξ=Nξ0.

+ +
+
+
+
+
+
+
+
+

Тогда E(ξ)=NE(ξ0)=N(nm)pmqn−m, где p=16,q=56

+ +
+
+
+
+
+
+
+
+

8.21

ξ распределена по нормальному закону с μ=1 и σ=2. Независимая случайная величина η распределена равномерно в интервале (0,2). Найти много чего

+
+
+
+
+
+
+
+
+

1) E(ξ+η)

Т.к. матождиание линейно, то E(ξ+η)=E(ξ)+E(η)=μ+1=2

+ +
+
+
+
+
+
In [156]:
+
+
+
#proof
+print(expectation(lambda: np.random.normal(1, 2) + np.random.uniform(0, 2), count=10000))
+
+ +
+
+
+ +
+
+ + +
+
+
1.99286725157
+
+
+
+ +
+
+ +
+
+
+
+
+
+

2) E(ξη)

Т.к. это независимые величины, то E(ξη)=E(ξ)E(η)=1⋅1=1

+ +
+
+
+
+
+
In [185]:
+
+
+
#proof
+print(expectation(lambda: np.random.normal(1, 2) * np.random.uniform(0, 2), count=10000))
+
+ +
+
+
+ +
+
+ + +
+
+
0.987691877548
+
+
+
+ +
+
+ +
+
+
+
+
+
+

3) E(ξ−η2)

E(ξ−η2)=E(ξ)−E(η2). Неизвестно только матожидание квадрата η, но его очень просто найти:

+

E(η2)=∫02x2p(x)dx=12∫02x2dx=12233=43

+

Значит E(ξ−η2)=1−43=−13

+ +
+
+
+
+
+
In [209]:
+
+
+
#proof
+def xi_minus_etasq():
+    eta = np.random.uniform(0, 2)
+    return np.random.normal(1, 2) - eta ** 2
+print('Actual: {}, Expected: {}'.format(
+        expectation(xi_minus_etasq, count=100000), 
+        -1.0 / 3))
+
+ +
+
+
+ +
+
+ + +
+
+
Actual: -0.327056072195, Expected: -0.333333333333
+
+
+
+ +
+
+ +
+
+
+
+
+
+

4) E(ξ−η+ξ2η2)

Кажется логичным, что все случайные величины независимы (в духе задания). Тогда все достаточно просто:
+E(ξ−η+ξ2η2)=E(ξ)−E(η)+E(ξ2η2)=1−1+E(ξ2)E(η2)=43(D(η)+E(η)2)=43(σ2+μ2)=43(4+1)=203

+ +
+
+
+
+
+
In [212]:
+
+
+
#proof
+def xi_minus_eta_plus_product():
+    xi = np.random.normal(1, 2)
+    eta = np.random.uniform(0, 2)
+    return np.random.normal(1, 2) - np.random.uniform(0, 2) + xi**2 * eta**2
+print('Actual: {}, Expected: {}'.format(
+        expectation(xi_minus_eta_plus_product, count=100000), 
+        20.0 / 3))
+
+ +
+
+
+ +
+
+ + +
+
+
Actual: 6.67155313669, Expected: 6.66666666667
+
+
+
+ +
+
+ +
+
+
+
+
+
+

5) D(ξ+η)

D(ξ+η)=E((ξ+η)2)−E(ξ+η)2=E(ξ2+η2+2ξη)−(E(ξ)2+E(η)2+2E(ξ)E(η))=E(ξ2)+E(η2)+2E(ξ)E(η)−(E(ξ)2+E(η)2+2E(ξ)E(η))=E(ξ2)+E(η2)−(E(ξ)2+E(η)2)=D(ξ)+D(η)

+

В общем виде D(A+B)=D(A)+D(B)+cov(A,B), но здесь у нас величины независимы, значит cov(A,B)=0

+

Т.е. D(ξ+η)=D(ξ)+D(η)=σ2+(E(η2)−E(η)2))=4+(43−1)=133

+ +
+
+
+
+
+
In [224]:
+
+
+
#proof
+def xi_plus_eta():
+    return np.random.normal(1, 2) + np.random.uniform(0, 2)
+print('Actual: {}, Expected: {}'.format(
+        variance(xi_plus_eta, count=300000), 
+        13.0 / 3))
+
+ +
+
+
+ +
+
+ + +
+
+
Actual: 4.34579335003, Expected: 4.33333333333
+
+
+
+ +
+
+ +
+
+
+
+
+
+

6) D(ξη)

D(ξη)=E((ξη)2)−E(ξη)2=E(ξ2η2)−(E(ξ)2⋅E(η)2)=E(ξ2)E(η2)−(μ2⋅12)=(D(ξ)+E(ξ)2)E(η2)−1=(σ2+μ2)⋅43−1=43(4+1)−1=173

+ +
+
+
+
+
+
In [262]:
+
+
+
#proof
+def xi_eta():
+    return np.random.normal(1, 2) * np.random.uniform(0, 2)
+print('Actual: {}, Expected: {}'.format(
+        variance(xi_eta, count=300000), 
+        17.0 / 3))
+
+ +
+
+
+ +
+
+ + +
+
+
Actual: 5.65320137759, Expected: 5.66666666667
+
+
+
+ +
+
+ +
+
+
+
+
+
+

7) D(ξ−η)

Пора бы уже запомнить D(η)=E(η2)−E(η)2=b3−a33(b−a)−(b+a)24=112(b−a)(4(b−a)(b2+a2+ab)−3(b−a)(b+a)2)=112(4b2+4a2+4ab−3b2−3a2−6ab)=112(a2+b2−2ab)=112(b−a)2
+D(ξ−η)=D(ξ)+D(−η)+cov(ξ,−η)=D(ξ)+D(−1⋅η)=σ2+12⋅412=4+13=133

+ +
+
+
+
+
+
In [229]:
+
+
+
#proof
+def xi_minus_eta():
+    return np.random.normal(1, 2) - np.random.uniform(0, 2)
+print('Actual: {}, Expected: {}'.format(
+        variance(xi_minus_eta, count=300000), 
+        13.0 / 3))
+
+ +
+
+
+ +
+
+ + +
+
+
Actual: 4.31967742494, Expected: 4.33333333333
+
+
+
+ +
+
+ +
+
+
+
+
+
+

8.22

Вероятность выхода лампы из строя после x дней работы равна λΔx+o(Δx) независимо от x. Через год лампу заменяют, даже если она не вышла из строя. Найти среднее время работы лампы.

+
+
+
+
+
+
+
+
+

Найдем сначала вероятность того, что через x дней лампа будет работать - F(x).
+Данная вероятность определяется следующим соотношением:
+F(x+Δx)=F(x)⋅(1−BrokenProb(Δx))=F(x)⋅(1−λΔx−o(Δx))
+F(x+Δx)−F(x)=−λΔxF(x)−o(Δx)F(x)
+F′(x)=−λF(x)
+F(x)=e−λx

+

Начальные условия: F(0)=1 - наша функция уже им удовлетворяет

+ +
+
+
+
+
+
+
+
+

Нам нужна величина обратная - 1−F(x) - вероятность, что лампа сломается через x дней (потому что в таком случае она проработает x дней)

+ +
+
+
+
+
+
+
+
+

Нас просят посчитать матожидание. Распишем по определению:
+E(ξ)=∫0∞min(T,x)d(1−F(x)), где ξ - случайная величина, равная сроку службы одной лампы, а T - время, через которое лампу меняют в любом случае (1 год)

+ +
+
+
+
+
+
+
+
+

Тогда E(ξ)=−∫0TxdF(x)−∫T∞TdF(x)=
+1) ∫0TxdF(x)=∫0Txd(e−λx)=xe−λx|0T−∫0Te−λxdx=xe−λx|0T+1λ∫0Te−λxd(−λx)=xe−λx|0T+1λe−λx|0T=Te−λT+1λ(eλT−1)

+

2) ∫T∞TdF(x)=∫T∞TdF(x)=T∫T∞dF(x)=T(0−F(T))=−Te−λT

+

Тогда итоговый интеграл равен:
+=1λ(1−e−λT)

+ +
+
+
+
+
+
In [254]:
+
+
+
#proof
+T = 365
+def lightbulb_lifetime(l):
+    sample = np.random.exponential(1.0 / l)
+    return min(sample, T)
+
+lambdas = np.arange(0.0, 0.01, 0.0001)
+act_exp = [expectation(lambda: lightbulb_lifetime(l), count=1000) for l in lambdas]
+exp_exp = [1.0 / l * (1 - np.exp(-l * T)) for l in lambdas]
+plot(lambdas, act_exp)
+plot(lambdas, exp_exp, 'r')
+
+ +
+
+
+ +
+
+ + +
Out[254]:
+ + +
+
[<matplotlib.lines.Line2D at 0x7f4f67333150>]
+
+ +
+ +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

В нуле получается неопределенность, поэтому нужно либо отдельно оговорить, что при λ=0 ответ T, либо рассматривать предел λ→0. В таком случае получим:
+limλ→01λ(1−e−λT)=limλ→01λ(1−(1−λT+o(λ))=T

+ +
+
+
+
+
+
+
+
+

8.7

Случайная точка (ξ,η) равномерно распределена в области D∈R2. Найти коэффициент корреляции:

+
+
+
+
+
+
+
+
+

1) D - четверть единичного круга

+ +
+
+
+
+
+
+
+
+

Для того, чтобы посчитать коэффициент корреляции нужно посчитать дисперсию и ковариацию.

+ +
+
+
+
+
+
+
+
+

Посчитаем матожадание. Для этого нужно просто взять интеграл по поверхности:

+

E(ξ)=4π⋅12∫01∫01−x2x⋅dxdy= (перейдем в полярные координаты) =4π∫01∫0π/2rcos(ϕ)⋅rdrdϕ=4π∫01r2dr=43π

+ +
+
+
+
+
+
In [315]:
+
+
+
#proof
+def quart_point(r):
+    while True:
+        x, y = np.random.uniform(0, r, 2)
+        if x**2 + y**2 <= r**2:
+            return x, y
+print('Actual: {}, Expected: {}'.format(
+        expectation(lambda: quart_point(1)[0], count=10000),
+        4.0 / 3.0 / np.pi))
+
+ +
+
+
+ +
+
+ + +
+
+
Actual: 0.427157949679, Expected: 0.424413181578
+
+
+
+ +
+
+ +
+
+
+
+
+
+

E(ξ2)=4π∫01∫01r2cos2(ϕ)⋅rdrdϕ= (берем по частям внутренний интеграл с косинусом) =4π∫01π4r3dr=14

+ +
+
+
+
+
+
In [314]:
+
+
+
#proof
+print('Actual: {}, Expected: {}'.format(
+        expectation(lambda: quart_point(1)[0]**2, count=10000),
+        1.0 / 4))
+
+ +
+
+
+ +
+
+ + +
+
+
Actual: 0.249660459602, Expected: 0.25
+
+
+
+ +
+
+ +
+
+
+
+
+
+

D(ξ)=E(ξ2)−E(ξ)2=14−169π2=9π2−6436π2

+ +
+
+
+
+
+
In [312]:
+
+
+
#proof
+print('Actual: {}, Expected: {}'.format(
+        variance(lambda: quart_point(1)[0], count=10000),
+        (9 * np.pi**2 - 64) / (36 * np.pi**2)))
+
+ +
+
+
+ +
+
+ + +
+
+
Actual: 0.070694219852, Expected: 0.0698734513025
+
+
+
+ +
+
+ +
+
+
+
+
+
+

Т.к. cov(X,Y)=E(XY)−E(X)E(Y), то нам нужно посчитать E(ξη)=4π∫01∫0π/2rcos(ϕ)rsin(ϕ)⋅rdrdϕ=4π∫01r3dr∫0π/2sin(ϕ)cos(ϕ)dϕ=4π∫01r3dr⋅sin2(ϕ)2|0π/2=4π∫01r3dr⋅12=12π

+ +
+
+
+
+
+
In [334]:
+
+
+
#proof
+def get_prod_value():
+    p = quart_point(1)
+    return p[0] * p[1]
+print('Actual: {}, Expected: {}'.format(
+        expectation(get_prod_value , count=10000),
+        1.0 / (2 * np.pi)))
+
+ +
+
+
+ +
+
+ + +
+
+
Actual: 0.156424316991, Expected: 0.159154943092
+
+
+
+ +
+
+ +
+
+
+
+
+
+

cov(ξ,η)=12π−169π2=9π−3218π2

+ +
+
+
+
+
+
+
+
+

corr(ξ,η)=cov(ξ,η)D(ξ)D(η)

+ +
+
+
+
+
+
In [ ]:
+
+
+
 
+
+ +
+
+
+ +
+
+
+ + +
\ No newline at end of file diff --git a/adaptive_design/prob_theory2.html b/adaptive_design/prob_theory2.html new file mode 100644 index 0000000..72be799 --- /dev/null +++ b/adaptive_design/prob_theory2.html @@ -0,0 +1,12407 @@ + + + +HW. 21.02.17 + + + + + + + + + + + + + + + + + + + + + +
+
+ +
+
+
+
+
+

Теорвер. Домашка. 22.02.17

+
+
+
+
+
+
In [3]:
+
+
+
import numpy
+import math
+%pylab inline
+
+ +
+
+
+ +
+
+ + +
+
+
Populating the interactive namespace from numpy and matplotlib
+
+
+
+ +
+
+ +
+
+
+
+
+
+

8. Задача про дни рождения

+
+
+
+
+
+
+
+
+

Нужно найти максимум величины $X = E(\textit{количество трудовых человеко-дней})$ в зависимости от количество нанятых работников

+

$W_i$ - сколько человек трудится в $i$-ый день (т.е. либо все, либо никто)

+

Тогда $X = E(W_1 + W_2 + \cdots + W_{365}) = 365 \cdot E(W_1)$, т.к. дни независимы и неотличимы

+

Значит нужно найти масимум величины $E(W_1)$

+ +
+
+
+
+
+
+
+
+

$E(W_1) = k \cdot P(W_1)$, где $k$ - количество нанятых работников, $P(W_1)$ - вероятность того, что фиксированный день будет рабочим.

+

Вероятность того, что некоторый день будет рабочий легко вычислить - ни у одного работника не должно быть дня рождения в этот день, т.е. $P(W_1) = (1 - \frac{1}{365})^k$

+

Значит нужно максимизировать функцию $f(k) = E(W_1) = k \cdot (1 - \frac{1}{365})^k$

+

$f(k) = k \cdot e^{k \cdot \log(1 - \frac{1}{365})} = k \cdot e^{k \cdot \log C} \rightarrow +f'(k) = e^{k \cdot \log C} + k \cdot e^{k \cdot \log C} \cdot \log C \rightarrow f'(k) = 0 \Leftrightarrow +1 + k \cdot \log C = 0 \rightarrow k = \frac{-1}{\log C} = \frac{1}{\log 1/C} = \frac{1}{\log 365 / 364}$

+ +
+
+
+
+
+
In [4]:
+
+
+
1 / math.log(365 / 364)
+
+ +
+
+
+ +
+
+ + +
Out[4]:
+ + +
+
364.4997713762012
+
+ +
+ +
+
+ +
+
+
+
+
+
+

Тогда максимум будет достигаться либо при $k = 364$ либо при $k = 365$. Чтобы определить точно, рассмотрим отношение $E_{364}(W_1) / E_{365}(W_1)$:

+

Пусть $d = 365$

+

$E_{d - 1}(W_1) / E_{d}(W_1) = \frac{(d - 1) \cdot (1 - 1/d)^{d - 1}}{d \cdot (1 - 1/d)^{d}} = \frac{d - 1}{d \cdot (1 - 1/d)} = \frac{d - 1}{d \cdot (d - 1) / d} = 1 \rightarrow $ максимум достигается в обоих этих точках.

+ +
+
+
+
+
+
In [5]:
+
+
+
days_in_year = 365
+def sample_work_days(k):
+    return days_in_year - len(set(numpy.random.randint(1, days_in_year, k)))
+
+def sample_work_units(k):
+    return sample_work_days(k) * k
+
+def estimate_work_units(k):
+    return np.mean([sample_work_units(k) for _ in range(100)])
+
+xs = [i for i in range(10**3)]
+ys = [estimate_work_units(i) for i in xs]
+xticks([0, 200, 365, 500, 600, 800, 1000])
+plot(xs, ys)
+
+ +
+
+
+ +
+
+ + +
Out[5]:
+ + +
+
[<matplotlib.lines.Line2D at 0x7f87b6038470>]
+
+ +
+ +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

Задача про мальчиков и девочек

+
+
+
+
+
+
+
+
+

Есть $a$ мальчиков и $b$ девочек. Посчитать среди всех возможных перестановок детей среднее число пар соседних мальчика и девочки.

+

У нас есть $15$ мест $1, 2, 3, \cdots 14, 15$. Для каждого места $i \in [1, 14]$ посчитаем верояность того, что на месте $i$ и $i + 1$ будут сидеть девочка и мальчик (или наоборот):

+

$P_i = 2 \cdot \frac{a}{a + b} \frac{b}{a + b - 1} = \frac{2ab}{(a + b)(a + b - 1)}$

+

Ясно, что интересующее нас матожидание $E = P_1 + P_2 + \cdots + P_{14} = \frac{2ab(a + b - 1)}{(a + b)(a + b - 1)} = \frac{2ab}{a + b}$

+ +
+
+
+
+
+
In [6]:
+
+
+
a, b = 8, 7
+def get_expectation(a, b):
+    return 2 * a * b / (a + b)
+print('8 boys, 7 girls: {}'.format(get_expectation(8, 7)))
+print('3 boys, 4 girls: {}'.format(get_expectation(3, 4)))
+
+ +
+
+
+ +
+
+ + +
+
+
8 boys, 7 girls: 7.466666666666667
+3 boys, 4 girls: 3.4285714285714284
+
+
+
+ +
+
+ +
+
+
+
In [7]:
+
+
+
from itertools import permutations
+
+def estimate_expectation(a, b):
+    def calc_pairs(p):
+        return sum(list(map(lambda t: t[0]^t[1], zip(p, p[1:]))))
+
+    kids = [0 for _ in range(a)] + [1 for _ in range(b)]
+    return np.mean([calc_pairs(numpy.random.permutation(kids)) for _ in range(100000)])
+print('8 boys, 7 girls: {}'.format(estimate_expectation(8, 7)))
+print('3 boys, 4 girls: {}'.format(estimate_expectation(3, 4)))
+
+ +
+
+
+ +
+
+ + +
+
+
8 boys, 7 girls: 7.46137
+3 boys, 4 girls: 3.42536
+
+
+
+ +
+
+ +
+
+
+
+
+
+

Задача про поезда

+
+
+
+
+
+
+
+
+

По однополосной линии едут $n = 100$ поездов, скорость каждого из которых постоянна и выбрана случайно из распределения $\xi$. $F_{\xi}$ - непрерывна. Найти количество караванов.

+ +
+
+
+
+
+
+
+
+

Нам нужно посчитать $E = E(\textit{количество караванов}) = E(\textit{количество лидирующих поездов})$. Опять воспользуемся линейностью матожидания: $E = P_1 + P_2 + \cdots + P_n$, где $P_i$ - вероятность того, что $i$-ый вагон лидирует.

+

Что из себя представляет лидирующий вагон? Это вагон, скорость которого не больше, чем скорости всех впереди идущих поездов. Тогда $P_i = P(\{v_i \le \min(v_{i+1}\cdots v_n) | v_i \in \xi\})$. Заметим, что вероятность того, что $i$-ый вагон, имея скорость $v_i$, будет лидером каравана, равна $P_i(v_i) = P(\{v_i \le \min(v_{i+1}\cdots v_n) | v_i \in \xi\})$ - что есть ни что иное, как функция распределения случайно величины, являющейся минимумом среди $k = n - i$ независимых случайных величин из одинакового распределения $\xi$.

+

Несложно вычислить функцию распределения такой случайной величины: $F_{\xi}^{k}(x) = 1 - (1 - F_{\xi}(x))^k$

+

Однако нас просят посчитать вероятность $P_i$, где $v_i$ принадлежит распределению $\xi$, а $\min(v_{i+1}\cdots v_n)$ - распределению минимумов.

+

Несложно записать соответствующий интеграл: $\int_0^{\infty}{(1 - F_{\xi}^{k}(x))dF(x)}$ ($(1 - F_{\xi}^{k}(x)$ - т.к. при фиксированном $x = v_i$ мы должны посчитать вероятность того, что $\min(\cdots) \ge v_i$)

+

Возьмем интеграл: +$\int_0^{\infty}{(1 - F_{\xi}^{k}(x))dF(x)} = \int_0^{\infty}{(1 - (1 - (1 - F(x))^k))dF(x)} = +\int_0^{\infty}{(1 - F(x))^kdF(x)} = [\textit{заменим функцию T(x) = 1 - F(x)}] = \int_0^{\infty}{T(x)^kd(1 - T(x))} = -\int_0^{\infty}{T(x)^kdT(x)} = -\frac{T(x)^{k + 1}}{k + 1}|_0^{\infty} = -(0 - \frac{1}{k + 1}) = \frac{1}{k + 1}$

+

Значит $P_i = \frac{1}{n - i + 1}$, а $E = \sum_1^n{\frac{1}{i}} = H(n)$ - сумма префикса гармонического ряда

+ +
+
+
+
+
+
In [8]:
+
+
+
def calculate_caravans(velocity):
+    return sum((velocity[i] <= min(velocity[i:]) for i in range(len(velocity))))
+
+ +
+
+
+ +
+
+
+
In [9]:
+
+
+
def sample_trains(n, iterations):
+    return numpy.mean([calculate_caravans(numpy.random.normal(size=n)) for _ in range(iterations)])
+
+ +
+
+
+ +
+
+
+
In [10]:
+
+
+
print('Expected: {}'.format(sum([1 / i for i in range(1, 101)])))
+print('Actual: {}'.format(sample_trains(100, 2000)))
+
+ +
+
+
+ +
+
+ + +
+
+
Expected: 5.187377517639621
+Actual: 5.1625
+
+
+
+ +
+
+ +
+
+
+ + diff --git a/adaptive_design/prob_theory3.html b/adaptive_design/prob_theory3.html new file mode 100644 index 0000000..26e51a2 --- /dev/null +++ b/adaptive_design/prob_theory3.html @@ -0,0 +1,13309 @@ + + + +01.03.17 + + + + + + + + + + + + + + + + + + + + + +
+
+ +
+
+
+
+
+

Домашка по теорверу на 01.03.17

+
+
+
+
+
+
In [20]:
+
+
+
import numpy as np
+import seaborn as sns
+%pylab inline
+
+ +
+
+
+ +
+
+ + +
+
+
Populating the interactive namespace from numpy and matplotlib
+
+
+
+ +
+
+
/home/umqra/anaconda3/lib/python3.5/site-packages/IPython/core/magics/pylab.py:161: UserWarning: pylab import has clobbered these variables: ['product']
+`%matplotlib` prevents importing * from pylab and numpy
+  "\n`%matplotlib` prevents importing * from pylab and numpy"
+
+
+
+ +
+
+ +
+
+
+
+
+
+

Задача 7

Дана последовательность случайных величин $X_n$, заданных на одном и том же вероятностном пространсте $(\Omega, F, P)$. Подобрать такую последовательность чисел $c_n$, что $\frac{X_n}{c_n}$ сходится к $0$ почти наверное.

+ +
+
+
+
+
+
+
+
+

Выберем убывающую последовательность ${\{\epsilon_i\}} = \frac{1}{i^2}$. Для каждого $i$ найдем такое событие $A_i$, что $P(A_i) \ge 1 - \epsilon_i +$. Т.к. $X_i$ случайная величина, то для любого интервала $(a, b): X_i^{-1}(a, b) \in F$. Событие $A$ сформируем как образ некоторого интервала с большой вероятностью. Т.к. $X_i^{-1}(-\infty, +\infty) = \Omega$, то: $$\exists l, r: P(X_i^{-1}(l, r)) \ge 1 - \epsilon$$. Возьмем в качестве $c_i$ тогда $$\frac{2\max(|l|, |r|)}{\epsilon}$$.

+ +
+
+
+
+
+
+
+
+

Чтобы показать сходимость к $0$ последовательности $\frac{X_n}{c_n}$ для начала рассмотрим последовательность событий $B_i = \{w \mid \frac{X_i(w)}{c_i} \ge \epsilon_i\}$. По построению последовательности $c_i$ имеем, что $P(B_i) < \epsilon_i$. Но тогда $$\sum_{i=1}^{\infty} P(B_i) \le \sum_{i=1}^{\infty} \frac{1}{i^2} < \infty$$ +Значит можно воспользовать первой леммой Бореля-Кантелли. +Таким образом мера элементарных исходов, на которых нарушается сходимость $P(B) = 0 \rightarrow$ последовательность сходится к $0$ почти наверное.

+ +
+
+
+
+
+
+
+
+

Задача 8

Дана последовательность случайных величин $\{X_n\}, X_i \ge 0, \forall \omega: X_i(\omega) \le X_{i+1}(\omega)$ и $\forall i: E(X_i) < C_e$. Нужно доказать, что эта последовательность сходится почти всюду, а предел матожидания равен матожиданию предела.

+ +
+
+
+
+
+
+
+
+

Докажем первую часть. Для этого докажем, что почти всюду последовательность случайных величин ограничена, т.е. $P(\{\omega \mid \forall i: X_i(\omega) < C_\omega \}) = 1$. Если это так, то в силу монотонности случайных величин получим, что для каждого элемента $\omega$ за исключением подмножества меры нуль, будет существовать предел (функция ограничена и монотонна). Т.е. последовательность случайных величин будет иметь предел в значении сходимости почти наверное.

+ +
+
+
+
+
+
+
+
+

Чтобы доказать необходимое нам утверждение, воспользуемся аналогичным приемом, как в задаче 7.

+

Определим последовательность возрастающих чисел $\{C_i\} = i^2$. Рассмотрим множество $A_t^i = \{\omega \mid X_t(\omega) > C_i \}$. Воспользуемся неравенством Маркова. В таком случае $P(A_t^i) \le \frac{E(X_t)}{C_i} \le \frac{C_e}{C_i}$.

+

Рассмотрим также предельный случай: множество $A^i = \{\omega \mid \exists t: X_t(\omega) > C_i \}$.

+$$P(A^i) = \lim_{t \rightarrow \infty} A_t^i \le \frac{C_e}{C_i} = \frac{C_e}{i^2}$$

Здесь воспользуемся опять леммой Бореля-Кантелли: $P(A) = 0$, где $A = \{\omega \mid \forall C > 0 \exists k: X_k(\omega) > C \}$. Значит почти всюду случайная величина ограничена.

+ +
+
+
+
+
+
+
+
+

Чтобы показать, что $\lim_{t \rightarrow \infty}(E(X_t)) = E(\lim_{t \rightarrow \infty}(X_t))$ покажем, что $\lim_{t \rightarrow \infty}(\int_{A} X_t(\omega) P(d\omega)) = 0$. Это так, потому что для любого $t$, если $\int_{A} X_t(\omega) P(d\omega) > 0$, то можно пропорционально увеличить значения случайной величины для каждого элемента $A$, чтобы интеграл превзошел любое наперед заданное число, что противоречит с тем, что матожидания ограничены в совокупности.

+

Но тогда мы можем забыть про это подмножество вероятностного пространства, а т.к. за исключением него последовательность сходится поточечно и матожидание ограничено, то предел матожидания будет равен матожиданию предела.

+ +
+
+
+
+
+
+
+
+

Задача 9

Подобрать такую последовательность событий $\{A_i\}$ такую, что $P(A_i) \rightarrow 1$, но $\forall k: \cap_{i \ge k} A_i = \emptyset$

+ +
+
+
+
+
+
+
+
+

Подходит конструкция, похожая на конструкцию с индикаторами на паре:

+

Рассмотрим равномерное распределение на интервале $(0, 1)$, т.е. $(\Omega, F, P)$, где $\Omega = (0, 1)$, $F = B(0, 1)$ - борелевская сигма-алгебра интервала, а $P$ - "длина" системы интервалов из $F$ (мера Лебега). +Определим последовательность событий следующим образом: $$A_{ij} = (0, \frac{j - 1}{i}) \cup (\frac{j}{i}, 1)$$, для всех $1 \le j \le i$. Линейная последовательность определяется следующей подпоследовательностью данных событий: +$\{B_i\} = \{A_{11}, A_{21}, A_{22}, A_{31}, A_{32}, \cdots \}$

+ +
+
+
+
+
+
In [21]:
+
+
+
def draw_plot(i, j, ax):
+    ax.axis('off')
+    if i < j:
+        return
+    xs = np.linspace(0, 1, 500)
+    ys = np.piecewise(xs, [xs < (j - 1) / i, ((j - 1) / i <= xs) & (xs <= j / i), j / i < xs], [1, 0, 1])
+    ax.plot(xs, ys)
+
+ +
+
+
+ +
+
+
+
In [22]:
+
+
+
grid_size = 6
+f, ax = subplots(grid_size, grid_size)
+for i in range(grid_size): 
+    for s in range(grid_size):
+        draw_plot(i + 1, s + 1, ax[i][s])
+
+ +
+
+
+ +
+
+ + +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

Несложно видеть, что $P(B_i) \rightarrow 1$. Также несложно видеть, что для каждого элементарного события $\omega$ и для любого наперед заданного $n$ существует такое $k \ge n$, что $\omega \notin B_k$, значит $\cap_{i \ge k} B_i = \emptyset$

+ +
+
+
+
+
+
+
+
+

Задача 10

Вложили капитал $K$. Получаем $X\%$ годовых, где $X$ равновероятно принимает значения из $\Omega = \{-50, -40, -30, -20, -10, 0, 10, 20, 30, 40, 50, 60\}, |\Omega| = 12$.

+

Наш капитал ведет себя по закону $K_{i+1}=K_i(1 + \frac{X_i}{100})$. При условии, что $X_i$ независимы, найти $\lim_{t \rightarrow \infty} E(K_t)$. Также найти случайную величину, к которой почти наверное сходится $K_t$.

+ +
+
+
+
+
+
+
+
+

Начнем с матожидания. Т.к. $X_i$ независимы, то $$E(K_{i+1}) = E(K_i(1 + \frac{X_i}{100})) = E(K_i) E(1 + \frac{X_i}{100}) = E(K_i)E(\frac{12 + 60/100}{12}) = \frac{21}{20}E(K_i)$$

+ +
+
+
+
+
+
+
+
+

Значит $E = \lim_{t \rightarrow \infty}E(K_t) = \infty$

+ +
+
+
+
+
+
In [23]:
+
+
+
from itertools import product
+def capital_expectation(size):
+    variants = product(np.arange(-5, 7), repeat=size)
+    return np.average(list(map(lambda l: np.prod(1 + np.array(l) / 10), variants)))
+
+ +
+
+
+ +
+
+
+
In [100]:
+
+
+
# синия линия - предсказанная нами зависимость, красные точки - реальное ожидание капитала
+
+xs = np.arange(1, 6)
+ys_actual = [capital_expectation(x) for x in xs]
+ys_expected = [(21/20)**x for x in xs]
+plot(xs, ys_expected)
+plot(xs, ys_actual, marker='o', color='r', ls='');
+
+ +
+
+
+ +
+
+ + +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

К сожалению, поставить численный эксперимент для больших выборок не удастся, так как несмотря на то, что матожидание стремится к бесконечности, оно почти наверное сходится к нулю.

+ +
+
+
+
+
+
+
+
+

Задача 11

Число $\alpha \in [0, 1]$ называется диофантовым, если существуют такие $c, \epsilon > 0$, что для любого рационального числа $\frac{p}{q}$ выполняется неравенство $$|\alpha - \frac{p}{q}| \ge \frac{c}{q^{2+\epsilon}}$$.

+

Нужно показать, что мера диофантовых чисел равна $1$.

+ +
+
+
+
+
+
+
+
+

Зафиксируем $c = 1, \epsilon = 1$. Определим множество $$A_q^{c\epsilon} = \{\alpha \textit{ для которых нарушается критерий диофантовости относительно знаменателя } q\} = \{\alpha \mid \exists p: |\alpha - \frac{p}{q}| < \frac{c}{q^{2+\epsilon}}\}$$

+ +
+
+
+
+
+
+
+
+

Несложно оценить меру $P(A_q^{c\epsilon}) \le q \frac{2c}{q^{2+\epsilon}} = \frac{2c}{q^{1+\epsilon}}$

+

Тогда $$\sum_{i=1}^{\infty} P(A_i) < \infty \rightarrow P(A) = 0$$ где $$A = \{\alpha \mid \exists \{p, q\}_{n_k}: |\alpha - \frac{p}{q}| < \frac{c}{q^{2+\epsilon}} \}$$

+ +
+
+
+
+
+
+
+
+

Числа из множества $A$ просто выкинем, т.к. оно имеет меру $0$. Осталось показать, что во множестве $[0, 1] \setminus A$ почти все числа - диофантовы. Но на самом деле несложно видеть, что там все числа диофантовы, т.к. заметим, что если для некоторых $c, \epsilon, \alpha$ множество знаменателей, на которых нарушается условие диофантовости конечно - то можно подобрать такие $c', \epsilon'$, что с учетом этих констант число $\alpha$ будет диофантовым. Т.е., если $$B_{\alpha} = \{ q \mid \exists p: |\alpha - \frac{p}{q}| < \frac{c}{q^{2+\epsilon}} \}, |B_{\alpha}| < \infty$$ +Так как для каждого $q$ существует не более одного $p$, нарушающего условие диофантовасти для заданного $\alpha$, то множество $$B_{\alpha}' = \{ p, q \mid |\alpha - \frac{p}{q}| < \frac{c}{q^{2+\epsilon}} \}$$ имеет такую же мощность как $B_{\alpha}$

+

Но тогда достаточно положить $$\epsilon' = \epsilon, c' = \min_{p, q \in B_{\alpha}'} \{ |\alpha - \frac{p}{q}| / \frac{1}{q^{2+\epsilon}} \}$$

+

Т.к. множество $B_{\alpha}'$ - конечно, то такое преобразование корректно. Значит все числа в $[0, 1] \setminus A$ - диофантовы.

+ +
+
+
+
+
+
+
+
+

Задача 12 (идеи)

Точка путешествует по целочисленной решетке $\mathbb{R}^3$. Каждый раз шагает на $1$ в одном из $6$ возможных направлений равновероятно. Доказать, что точка вернется в центр координат не более чем конечное число раз (с вероятностью 1).

+ +
+
+
+
+
+
+
+
+

Будем опять пытаться применить лемму Бореля-Кантелли. Для этого оценим меру множеств $A_i = \{ \omega \mid position_i(\omega) = (0, 0, 0) \}$, где $\omega - $ бесконечная последовательность шагов точки, например $(\rightarrow, \uparrow, \uparrow, \downarrow, \cdots)$, $position_i(\omega) - $ позиция точки после $i$ шагов.

+ +
+
+
+
+
+
+
+
+

Оценим мощность множества $A_{2n}$. У нас есть $n$ пар направлений движений. Тогда $|A_{2n}|$ не больше чем $C_{2n}^{n} 6^n n! / (\lfloor n/6 \rfloor)!^6$ (мы выбрали $n$ из $2n$ позиций, на них расставили всевозможные направления. Парные направления определяются однозначно, поэтому достаточно перебрать только их перестановку. У нас перестановка с повторениями, но максимальное значение количества перестановок достигается в случае, когда каждого класса одинаковое число - поэтому делим на $(\lfloor n/6 \rfloor)!^6$).

+

Тогда $$P(A_{2n}) \le C_{2n}^{n} 6^n n! (\frac{1}{6})^{2n} / (\lfloor n/6 \rfloor)!^6 = \frac{C_{2n}^{n} n!}{6^n (\lfloor n/6 \rfloor)!^6} = \frac{(2n)!}{n!6^n (\lfloor n/6 \rfloor)!^6}$$

+ +
+
+
+
+
+
In [137]:
+
+
+
# проверим такую оценки, явно посчитав число таких комбинаций с помощью динамического программирования
+import math
+from itertools import product
+
+def partition(n, groups):
+    sizes = [n // groups for _ in range(groups)]
+    for i in range(n % groups):
+        sizes[i] += 1
+    return sizes
+
+# оценка количества маршрутов длиной 2n, заканчивающихся в 0
+def expected_bound(n):
+    a, b, c = partition(n, 3)
+    return math.factorial(2 * n) * 6**n / math.factorial(n) / (math.factorial(n // 6)**6)
+
+# оценка количества маршрутов длиной 2n, заканчивающихся в 0
+def actual_path_count(n):
+    cache = {}
+    def calc_paths(x, y, z, remain_steps):
+        if remain_steps == 0:
+            return (x, y, z) == (0, 0, 0)
+        if (x, y, z, remain_steps) in cache:
+            return cache[(x, y, z, remain_steps)]
+        cache[(x, y, z, remain_steps)] = 0
+        for d in product([-1, 1], repeat=3):
+            cache[(x, y, z, remain_steps)] += calc_paths(x + d[0], y + d[1], z + d[2], remain_steps - 1)
+        for mask in product([-1, 1], repeat=3):
+            cache[(x * mask[0], y * mask[1], z * mask[2], remain_steps)] = cache[(x, y, z, remain_steps)]
+        return cache[(x, y, z, remain_steps)]
+    return calc_paths(0, 0, 0, 2 * n)
+
+ +
+
+
+ +
+
+
+
In [138]:
+
+
+
# красная линия - наша оценка на количество маршрутов
+xs = np.arange(1, 20)
+ys_actual = [math.log(actual_path_count(x)) for x in xs]
+ys_bound = [math.log(expected_bound(int(x))) for x in xs]
+plot(xs, ys_actual, color='g')
+plot(xs, ys_bound, color='r');
+
+ +
+
+
+ +
+
+ + +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

Таким образом $$\sum_{i=1}^{\infty}P(A_{2i}) \le \sum_{i=1}^{\infty} \frac{(2i)!}{i!6^i(\lfloor i/6 \rfloor)!^6}$$

+ +
+
+
+
+
+
In [143]:
+
+
+
def measure_bound(n):
+    return math.factorial(2 * n) / math.factorial(n) / 6**n / (math.factorial(n // 6)**6)
+xs = np.arange(1, 20, dtype=int)
+ys = [sum([measure_bound(i) for i in range(1, x + 1)]) for x in xs]
+ratio = [measure_bound(x + 1) / measure_bound(x) for x in xs]
+plot(xs, ratio)
+plot(xs, np.log(ys))
+
+ +
+
+
+ +
+
+ + +
Out[143]:
+ + +
+
[<matplotlib.lines.Line2D at 0x7fe5b9a58400>]
+
+ +
+ +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+ + diff --git a/adaptive_design/prob_theory4.html b/adaptive_design/prob_theory4.html new file mode 100644 index 0000000..c399f5b --- /dev/null +++ b/adaptive_design/prob_theory4.html @@ -0,0 +1,15252 @@ + + + +29.03.17 + + + + + + + + + + + + + + + + + + + + + +
+
+ +
+
+
In [1]:
+
+
+
import numpy as np
+import seaborn as sns
+import scipy.stats as stats
+%pylab inline
+
+ +
+
+
+ +
+
+ + +
+
+
Populating the interactive namespace from numpy and matplotlib
+
+
+
+ +
+
+ +
+
+
+
+
+
+

Теорвер дз. 29.03.17

+
+
+
+
+
+
+
+
+

Задача 7

На улице стоит продавец газет. Проходящий мимо прохожий покупает газету с вероятностью $p = \frac{1}{4}$. Найти распределение количества прошедших мимо прохожих, если у продавца купили $c = 100$ газет.

+ +
+
+
+
+
+
+
+
+

Нужно выбрать правильную случайную величину и применить ЦПТ.

+

Будем считать, что прохожие независимы и проходят мимо продавца в разные моменты времени(одновременно не подходят).

+

Определим случайную величину $\xi_1$ такую, что $P(\xi_1^{-1}(t))$ - это вероятность того, что среди $t$ последовательных прохожих первые $t-1$ не купят газету, а $t$-ый - купит. Данное определение соответствует определению геометрического распределения.

+ +
+
+
+
+
+
+
+
+

Чтобы воспользоваться ЦПТ нам нужно посчитать матожидание и дисперсию.

+$$E(\xi_1) = \sum_{i=1}^{\infty} tq^{t-1}p = p\sum_{i=1}^{\infty} tq^{t-1} = p \sum_{i=1}^{\infty} (q^t)_q' = p (\sum_{i=1}^{\infty} q^t)_q'= p (\frac{q}{1 - q})_q' = p (\frac{1}{(1 - q)^2}) = \frac{1}{p}$$ +
+
+
+
+
+
In [2]:
+
+
+
def xi_expectation(p, iterations=10000):
+    q = 1 - p
+    return sum([t * q**(t - 1) * p for t in range(1, iterations)])
+print('Approximated expectation: {}'.format(xi_expectation(0.25)))
+print('Expected expectation: {}'.format(1.0 / 0.25))
+
+ +
+
+
+ +
+
+ + +
+
+
Approximated expectation: 4.0
+Expected expectation: 4.0
+
+
+
+ +
+
+ +
+
+
+
+
+
+$$D(\xi_1) = E(\xi_1^2) - E(\xi_1)^2 = \sum_{i=1}^{\infty} t^2 q^{t-1}p - \frac{1}{p^2} = \sum_{i=1}^{\infty} t(t+1) q^{t-1}p - \sum_{i=1}^{\infty}t q^{t-1}p - \frac{1}{p^2} = p(\sum_{i=1}^{\infty} q^{t+1})_q'' - E(\xi_1) - \frac{1}{p^2} = p(\frac{1}{(1 - q)^2})_q' - \frac{1}{p} - \frac{1}{p^2} = p(\frac{2}{(1 - q)^3}) - \frac{1}{p} - \frac{1}{p^2} = \frac{2}{p^2} - \frac{1}{p} - \frac{1}{p^2} = \frac{1 - p}{p^2}$$ +
+
+
+
+
+
In [3]:
+
+
+
def xi_variance(p, iterations=100000):
+    q = 1 - p
+    return sum([(t - 1 / p)**2 * q**(t - 1) * p for t in range(1, iterations)])
+print('Approximated vairance: {}'.format(xi_variance(0.25)))
+print('Expected vairance: {}'.format((1 - 0.25) / (0.25**2)))
+
+ +
+
+
+ +
+
+ + +
+
+
Approximated vairance: 12.0
+Expected vairance: 12.0
+
+
+
+ +
+
+ +
+
+
+
+
+
+

Значит нам нужно посчитать сумму независимых одинаково распределенных случайных величин с $\mu = \frac{1}{p}$ и $\sigma = \sqrt \frac{1 - p}{p^2}$.

+

Из ЦПТ следует, что $$\frac{\sum_{i=1}^{n} \xi_1^i - n\mu}{\sigma \sqrt n} = \mathcal{N}(0, 1)$$

+

Будем считать, что нужно посчитать количество прошедших мимо прохожих ровно в тот момент, когда у продавца купили сотую газету. Тогда нам нужно просто получить оценку на $\sum_{i=1}^{n} \xi_1^i = n \mu + \sigma \sqrt n\mathcal{N}(0, 1)$

+ +
+
+
+
+
+
In [4]:
+
+
+
def sample_newspapers(p, newspapers=100):
+    count = 0
+    while newspapers > 0:
+        newspapers -= np.random.binomial(1, p)
+        count += 1
+    return count
+
+ +
+
+
+ +
+
+
+
In [5]:
+
+
+
def draw_sample_newspapers_density(p, newspapers=100, samples=1000):
+    sns.distplot([sample_newspapers(p, newspapers) for _ in range(samples)], norm_hist=True)
+    
+def draw_expected_newspapers_density(p, newspapers=100, samples=1000):
+    pdf = lambda x: stats.norm.pdf(x, loc=newspapers * 1 / p, scale=np.sqrt(newspapers * (1 - p) / p**2))
+    xs = np.linspace(200, 600, 400)
+    ys = [pdf(x) for x in xs]
+    plot(xs, ys)
+
+ +
+
+
+ +
+
+
+
In [6]:
+
+
+
draw_sample_newspapers_density(0.25, 100, 1000)
+draw_expected_newspapers_density(0.25, 100, 1000)
+
+ +
+
+
+ +
+
+ + +
+
+
/home/umqra/anaconda3/lib/python3.5/site-packages/statsmodels/nonparametric/kdetools.py:20: VisibleDeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
+  y = X[:m/2+1] + np.r_[0,X[m/2+1:],0]*1j
+
+
+
+ +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

Значит искомое распределение действительно достаточно точно совпадает с $\mathcal{N}(n\mu, \sigma \sqrt n)$.

+ +
+
+
+
+
+
+
+
+

Задача 8

Книга объемом $n = 500$ страниц содержит $c = 50$ опечаток. Оценить вероятность того, что на случайной странице книги будет не менее $k = 3$ опечаток.

+ +
+
+
+
+
+
+
+
+

Будем считать, что опечатки распределены по страницам равномерно и независимо друг от друга (что достаточно сильное предположение, но что делать). Тогда можно рассмотреть фиксированную страницу и считать, что вероятность появления на ней одной опечатки есть Бернуллиевская случайная величина $\xi$ с вероятностью успеха равной $p = \frac{1}{n}$

+

Параметры $\xi$:

+
    +
  • $E(\xi) = p = \frac{1}{n} = \frac{1}{500}$
    • +
  • $D(\xi) = (1 - p)^2 p + p^2 (1 - p) = p (1 - p) = pq = \frac{499}{500^2} = \sigma^2$
    • +
+ +
+
+
+
+
+
+
+
+

Значит сумму величин $\sum_{i=1}^{c} \xi_i$ можно приблизить нормальным распределением $\mathcal{N}(cp, \sigma \sqrt c) = \mathcal{N}(\frac{50}{500}, \frac{\sqrt{499 * 50}}{500})$

+ +
+
+
+
+
+
In [7]:
+
+
+
def sample_typos(p, c=50):
+    return np.random.binomial(c, p)
+
+ +
+
+
+ +
+
+
+
In [8]:
+
+
+
def draw_sample_typos_density(p, c=50, samples=10000):
+    data = [sample_typos(p, c) for _ in range(samples)]
+    hist(data, weights=np.ones_like(data) / len(data))
+    
+def draw_expected_typos_density_norm(p, c=50):
+    pdf = lambda x: stats.norm.pdf(x, loc=c * p, scale=np.sqrt(c * p * (1 - p)))
+    xs = np.linspace(0, 3, 1000)
+    ys = [pdf(x) for x in xs]
+    plot(xs, ys)
+
+ +
+
+
+ +
+
+
+
In [9]:
+
+
+
draw_sample_typos_density(1.0 / 500, 50, 100000)
+draw_expected_typos_density_norm(1.0 / 500)
+
+ +
+
+
+ +
+
+ + +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

В принципе нормальное распределение в некоторой степени угадывает форму распределения, однако расхождение уже при $k=3$ очень велико.

+ +
+
+
+
+
+
In [10]:
+
+
+
def sample_typos_density(k, p, c=50, samples=1000000):
+    data = np.array([sample_typos(p, c) for _ in range(samples)])
+    return np.sum(data >= k) / samples
+def estimate_typos_density_norm(k, p, c=50):
+    return 1 - stats.norm.cdf(k, loc=c * p, scale=np.sqrt(c * p * (1 - p)))
+
+typos = 3
+print('Approximated probability of >= {} typos: {}'.format(typos, sample_typos_density(typos, 1.0 / 500)))
+print('Expected probability of >= {} typos: {}'.format(typos, estimate_typos_density_norm(typos, 1.0 / 500)))
+
+ +
+
+
+ +
+
+ + +
+
+
Approximated probability of >= 3 typos: 0.000127
+Expected probability of >= 3 typos: 0.0
+
+
+
+ +
+
+ +
+
+
+
+
+
+

Можно оценить ошибку нашего приближения с помощью неравенства Берри-Эссеена:

+
    +
  • $E(|\xi - E(\xi)|^3) = E(|\xi - p|^3) = (1 - p)^3p + p^3(1 - p) = p(1 - p)((1 - p)^2 + p^2) = \tau$, при $p = \frac{1}{500}, \tau \approx 0.002$
    • +
+

Тогда погрешность оценки $|F_{\xi}(x) - \mathcal{N}(cp, \sigma \sqrt c)| \leq \frac{C\tau}{\sigma^3 \sqrt n} \approx 1.5$ +Такая оценка крайне бесполезна, т.к. порядок нашей вероятности в разы меньше, чем значение оценки. Также видно, что хоть оценка и грубая, но результат полученный с помощью приближения нормальным распределением также малоинформативаен.

+ +
+
+
+
+
+
In [11]:
+
+
+
p = 1.0 / 500.0
+tau = p * (1 - p) * ((1 - p)**2 + p**2)
+delta = 0.4784 * tau / pow((p * (1 - p)), 1.5) / np.sqrt(50)
+print('Tau: {}, delta: {}'.format(tau, delta))
+
+ +
+
+
+ +
+
+ + +
+
+
Tau: 0.001988031968, delta: 1.5083034591290696
+
+
+
+ +
+
+ +
+
+
+
+
+
+

Известный факт, что при большом количестве испытаний $n$ и малой вероятности успеха $p$, биномиальное распределение стремится к распределению Пуассона с параметром $\lambda = np$ (видно, что в общем случае это неверно, что легко заметить сравнив дисперсии: $np \neq npq$, однако при $p \rightarrow 0, q \rightarrow 1 \Rightarrow npq \rightarrow np$).

+

Значит наше распределение можно приблизить распределением Пуассона: $P(\xi = k) = \frac{\lambda^k e^{-\lambda}}{k!}$

+ +
+
+
+
+
+
In [12]:
+
+
+
def draw_expected_typos_density_poisson(p, c=50):
+    pmf = lambda k: stats.poisson.pmf(k, c * p)
+    xs = np.linspace(0, 3, 4)
+    ys = [pmf(x) for x in xs]
+    plot(xs, ys)
+
+ +
+
+
+ +
+
+
+
In [13]:
+
+
+
draw_sample_typos_density(1.0 / 500, 50, 100000)
+draw_expected_typos_density_poisson(1.0 / 500)
+
+ +
+
+
+ +
+
+ + +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
In [14]:
+
+
+
def estimate_typos_density_poisson(k, p, c=50):
+    return 1 - stats.poisson.cdf(k - 1, c * p)
+
+typos = 3
+print('Approximated probability of {} typos: {}'.format(typos, sample_typos_density(typos, 1.0 / 500)))
+print('Expected probability of {} typos: {}'.format(typos, estimate_typos_density_poisson(typos, 1.0 / 500)))
+
+ +
+
+
+ +
+
+ + +
+
+
Approximated probability of 3 typos: 0.000147
+Expected probability of 3 typos: 0.00015465307026463204
+
+
+
+ +
+
+ +
+
+
+
+
+
+

Видно, что оценка Пуассона близка к реальной и является хорошим приближением в нашем случае.

+ +
+
+
+
+
+
+
+
+

Чтобы узнать теоретическую оценку приближения воспользуемся теоремой Ле Камма

+

Обозначим $\sum_{i=1}^n \xi_i = S_n$, тогда +$$\sum_{k=0}^{\infty} | Pr(S_n = k) - \frac{\lambda^k e^{-\lambda}}{k!}| < 2np^2 = \Delta$$

+

Значит отклонение не превосходит $\Delta = 2 * 500 * \frac{1}{500^2} = 0.004$, что в разы лучше чем оценка для нормального распределения, однако применение такой оценки в случае $k=3$ не дает хороших результатов (погрешность на порядок больше значения вероятности).

+ +
+
+
+
+
+
+
+
+

Задача 9

Пример последовательности независимых случайных величин, принимающих три значения с нулевым матожиданием и единичной дисперсией, для которых не выполняется утверждение ЦПТ.

+ +
+
+
+
+
+
+
+
+

В качестве примера такой последовательности возьмем следующие случайные величины:

+$$X_i = \left\{ + \begin{array}{ll} + \frac{1}{i^2}, \textit{с вероятностью } \frac{i^4}{i^4 + 1}\\ + -i^2, \textit{с вероятностью }\frac{1}{i^4+1}\\ + \end{array} + \right. +$$ +
+
+
+
+
+
+
+
+
    +
  • Матожидание такой случайной величины равно $E(X_i) = \frac{1}{i^2} \frac{i^4}{i^4 + 1} - i^2 \frac{1}{i^4 + 1}= \frac{i^2}{i^4 + 1} - \frac{i^2}{i^4 + 1} = 0$
    • +
  • Дисперсия $D(X_i) = \frac{1}{i^4} \frac{i^4}{i^4 + 1} + i^4 \frac{1}{i^4 + 1} = \frac{i^4 + 1}{i^4 + 1} = 1$
    • +
+

Однако также ясно, что сумма $n$ таких случайных величин не превосходит $\sum_{i=1}^{\infty} \frac{1}{i^2} < 2$, значит на луче $(2, +\infty)$ функция распределения равна $1$, что явно расходится с нормальным распределением.

+ +
+
+
+
+
+
+
+
+

Задача 10

Стрелок попадает по мишени со следующими вероятностями:

+ + + + + + + + + + + + + + + + + + +
109876
0.50.30.10.050.05
+

Какова вероятность, что после $n = 100$ выстрелов, он набрал больше $score_1 = 980$ очков ($score_2 = 950$)?

+ +
+
+
+
+
+
+
+
+

Можно считать что выстрелы независимы и распределены так, как дано в условии. Посчитаем матожидание и дисперсию:

+ +
+
+
+
+
+
In [15]:
+
+
+
def expectation_variance(discrete_values):
+    expectation = sum([value * prob for value, prob in discrete_values.items()])
+    variance = sum([(value - expectation) ** 2 * prob for value, prob in discrete_values.items()])
+    return expectation, variance
+
+ +
+
+
+ +
+
+
+
In [16]:
+
+
+
weights = {10:0.5, 9:0.3, 8:0.1, 7:0.05, 6:0.05}
+expectation, variance = expectation_variance(weights)
+print('Expectation: {}, variance: {}, std: {}'.format(expectation, variance, np.sqrt(variance)))
+
+ +
+
+
+ +
+
+ + +
+
+
Expectation: 9.15, variance: 1.2275, std: 1.107925990308017
+
+
+
+ +
+
+ +
+
+
+
+
+
+

Значит можно приблизить нашу сумму распределений нормальным с параметрами $\mathcal{N}(100 * 9.15, 10 * 1.108) = \mathcal{N}(915, 11.08)$

+

Осталось узнать значение функции нормального распределения в соответствующих точках.

+ +
+
+
+
+
+
In [17]:
+
+
+
def sample_scores(n, weights, samples=10000):
+    return [sum(np.random.choice(list(weights.keys()), n, p=list(weights.values()))) for _ in range(samples)]
+
+def sample_score_probability(score, n, weights, samples=10000):
+    scores = np.array(sample_scores(n, weights, samples))
+    return 1.0 * np.sum(scores >= score) / len(scores)
+
+def get_score_probability(score, expectation, variance):
+    return 1 - stats.norm.cdf(score, loc=expectation, scale=variance)
+
+shoots = 100
+sum_expectation = expectation * shoots
+sum_variance = np.sqrt(variance * shoots)
+for score in [980, 950, 900]:
+    score_expected = get_score_probability(score, sum_expectation, sum_variance)
+    score_approximated = sample_score_probability(score, shoots, weights)
+    print('Expected probability of score >= {}: {}'.format(score, score_expected))
+    print('Approximated probability of score >= {}: {}'.format(score, score_approximated))
+
+ +
+
+
+ +
+
+ + +
+
+
Expected probability of score >= 980: 2.221190897877534e-09
+Approximated probability of score >= 980: 0.0
+Expected probability of score >= 950: 0.0007914059730048661
+Approximated probability of score >= 950: 0.0005
+Expected probability of score >= 900: 0.9121128344665674
+Approximated probability of score >= 900: 0.9139
+
+
+
+ +
+
+ +
+
+
+
+
+
+

Для слишком больших значений $score$ сложно оценить точность приближения, т.к. вероятность действительно достаточно маленькая, а симуляция занимает много времени. Однако оценка выглядит правдоподобно и можно считать, что ответ на задачу:

+
    +
  • >=980 — $2*10^{-9}$
    • +
  • >=950 — $8*10^{-4} = 0.08\%$
    • +
+ +
+
+
+
+
+
+
+
+

Можно опять воспользоваться неравенством Берри-Эссеена, чтобы оценить погрешность с теоретической точки зрения:

+ +
+
+
+
+
+
In [18]:
+
+
+
def calculate_moment(order, discrete_values):
+    expectation = sum([value * prob for value, prob in discrete_values.items()])
+    moment = sum([np.abs(value - expectation) ** order * prob for value, prob in discrete_values.items()])
+    return moment
+tau = calculate_moment(3, weights)
+delta = 0.4784 * tau / pow(variance, 1.5) / np.sqrt(shoots)
+print('Tau: {}, delta: {}'.format(tau, delta))
+
+ +
+
+
+ +
+
+ + +
+
+
Tau: 2.5198750000000008, delta: 0.0886416675762543
+
+
+
+ +
+
+ +
+
+
+
+
+
+

Т.е. точность нашей оценки $\Delta = \frac{C \tau}{\sigma^3 \sqrt n} = 0.09$

+ +
+
+
+
+
+
+
+
+

Задача 11

Известна выбора $X_1, X_2, \cdots, X_n \sim U[0, \theta], \theta > 0$.

+

Пусть $$\theta_1 = 2 \frac{\sum_{i=1}^n X_i}{n}, \theta_2 = \max_{i=1}^n X_i$$

+

Нужно доказать, что оценка $\theta_1$ является асимптотически нормальной оценкой для $\theta$, а $\theta_2$ — нет.

+ +
+
+
+
+
+
+
+
+

Определение нормальной асимптотической оценки:

+

Оценка является асимптотически нормальной, если $$\frac{\sqrt n (\theta_i - \theta)}{\sigma(\theta)} \rightarrow \mathcal{N}(0, 1)$$ (имеется в виду сходимость по распределению), где $\sigma(\theta)$ - характеристика нашей оценки.

+ +
+
+
+
+
+
+
+
+

Тогда несложно доказать, что $\theta_1$ является асимптотически нормальной оценкой:

+$$\frac{\sqrt n (2 \frac{\sum_{i=1}^n X_i}{n} - \theta)}{\sigma(\theta)} = +\frac{\frac{\sqrt n}{n} (2 \sum_{i=1}^n X_i - n\theta)}{\sigma(\theta)} = +\frac{2 \sum_{i=1}^n X_i - n\theta}{\sigma(\theta) \sqrt n}$$

Из утверждения ЦПТ следует, что при $\sigma^2(\theta) = D(2 \sum X_i) = 4(D(X_1) + \cdots + D(X_n)) = \frac{4 \theta^2}{12} = \frac{\theta^2}{3}$ данная случайная величина стремится к $\mathcal{N}(0, 1)$.

+ +
+
+
+
+
+
+
+
+

Чтобы доказать, что $\theta_2$ не является асимптотически нормальной оценкой, рассмотрим для начала функцию распределения максимума $n$ равномерно распределенных случайных величин. Несложно понять, что $$F_n(x) = P\{ \omega \mid max_{\omega} X_i \le x\} = \prod P\{ \omega \mid X_i(\omega) \le x\} = F(x)^n = (\frac{x}{\theta})^n$$

+

Нам нужно показать, что не существует такое $\sigma(\theta)$, для которого $$(1 + \frac{x\sigma}{\theta \sqrt n})^n \rightarrow \mathcal{N}(0, 1)(x)$$

+

Можно воспользоваться вторым замечательным пределом, чтобы привести функцию к более нормальному виду:

+$$(1 + \frac{x\sigma}{\theta \sqrt n})^n = (1 + \frac{x\sigma}{\theta \sqrt n})^{\sqrt n * \sqrt n} = +e^{\frac{x\sigma}{\theta} \sqrt n}$$

Причем данная такому значения функция распределения равна на отрезке $[-\frac{\theta \sqrt n}{\sigma}; 0]$, а на луче $(0, +\infty)$ равна $1 \rightarrow$ она не сходится к $\mathcal{N}(0, 1)$

+ +
+
+
+
+
+
In [19]:
+
+
+
def draw_average_estimation(theta, samples=100):
+    xs = np.arange(0, samples)
+    r = [np.random.uniform(high=theta) for _ in xs]
+    ys = [2 * np.average(r[:i + 1]) for i in range(len(xs))]
+    plot(xs, ys)
+    
+def draw_max_estimation(theta, samples=100):
+    xs = np.arange(0, samples)
+    r = [np.random.uniform(high=theta) for _ in xs]
+    ys = [np.max(r[:i + 1]) for i in range(len(xs))]
+    plot(xs, ys)
+
+ +
+
+
+ +
+
+
+
In [20]:
+
+
+
theta = 100
+draw_average_estimation(theta)
+draw_max_estimation(theta)
+plot(np.arange(0, 100), [theta for _ in range(len(np.arange(0, 100)))])
+
+ +
+
+
+ +
+
+ + +
Out[20]:
+ + +
+
[<matplotlib.lines.Line2D at 0x7f008d6fc358>]
+
+ +
+ +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
+
+
+

Видно, что несмотря на то, что оценка через максимум не является асимптотически нормальной, она очень устойчива и +быстро сходится к параметру $\theta$, что нельзя сказать про оценку через удвоенное выборочное среденее.

+ +
+
+
+
+
+
+
+
+

Задача 12

Задана область $B$ в области трехмерного пространства $A$. Методом Монте-Карло считают объем области $B$, бросая случайные точки в области $A$ и приближая объем случайной величиной $Y_n = \frac{1}{n} \sum_{i=1}^n 1_B(x_i)$. Определить, чему равно $E Y_n, D Y_n$. Найти при $n \rightarrow \infty$ предельное распределение для $\sqrt n (Y_n - Y)$, где $Y$ — объем области $B$. Оценить погрешность. Оценить в случае если $B$ имеет малый объем.

+ +
+
+
+
+
+
+
+
+

Наша случайная величина $\xi_i$ — это обычная Бернуллиевская случайная величина, с вероятностью успеха $p = V(B)$ и $q = 1 - V(B)$.

+

Характеристики $\xi$:

+
    +
  • $E(\xi) = p = V(B)$
    • +
  • $D(\xi) = pq = V(B)(1 - V(B))$
    • +
+

Тогда несложно посчитать матожидание и дисперсию $Y_n$:

+
    +
  • $E(Y_n) = \frac{1}{n}(E(\xi_1) + \cdots + E(\xi_n)) = \frac{1}{n} nV(B) = V(B)$
    • +
  • $D(Y_n) = \frac{1}{n^2}(D(\xi_1) + \cdots + D(\xi_n)) = \frac{D(\xi)}{n} = \frac{V(B)(1 - V(B))}{n}$
    • +
+ +
+
+
+
+
+
+
+
+

Чтобы найти предельное распределение модифицируем выражение: $$\sqrt n (Y_n - V(B)) = \sqrt n (\frac{1}{n} \sum_{i=1}^n \xi_i - V(B)) = \frac{\sqrt n}{n} (\sum_{i=1}^n \xi_i - nV(B)) = \frac{\sum_{i=1}^n \xi_i - nV(B)}{\sqrt n} = \mathcal{N}(0, \sqrt{D(Y_n)})$$

+

Где последний переход является следствием ЦПТ. Т.к. дисперсия уменьшается при увеличении $n$, то в пределе нормальное распределение вырождается в распределение константной случайной величины равной $0$.

+ +
+
+
+
+
+
+
+
+

Оценить точность приближения можно используя неравенство Берри-Эссеена. Для этого нужно посчитать

+
    +
  • $\tau = E(|\xi - E(\xi)|^3) = (1 - p)^3p + p^3(1 - p) = p(1 - p)(p^2 + (1 - p)^2)$
    • +
+

А значит метод Монте-Карло оценивает объем фигуры с точностью $\frac{C\tau}{\sigma^3 \sqrt n} = \frac{Cp(1 - p)(p^2 + (1 - p)^2)}{(pq)^{3/2} \sqrt n} = \frac{Cpq(p^2 + q^2)}{(pq)^{3/2} \sqrt n} = \frac{C(p^2 + q^2)}{(pq)^{1/2} \sqrt n} = \Delta$

+

Значит чтобы найти диапазон $[a, b]$, в котором с вероятностью $t$ лежит реальный результат, мы можем найти диапазон нормального распределения ($\mathcal{N}(0, 1)$) $[\alpha, \beta]$, в вероятность которого $t + 2 \Delta$. Тогда c вероятностью $t$ реальный ответ лежит в диапазоне $[value - \alpha \sigma \sqrt n, value + \beta \sigma \sqrt n]$, где $value$ - результат нашего эксперимента.

+ +
+
+
+
+
+
In [74]:
+
+
+
def sample_ball(radius, samples=100000, skip=10):
+    volume = 0
+    for i in range(skip + samples):
+        x, y, z = np.random.uniform(-0.5, 0.5, size=3)
+        if x**2 + y**2 + z**2 <= radius**2:
+            volume += 1
+        if i < skip: continue
+        yield volume / (i + 1)
+
+ +
+
+
+ +
+
+
+
In [160]:
+
+
+
C = 0.4784
+def ball_volume(radius):
+    return 4.0 / 3.0 * math.pi * radius**3
+
+# Вычисляет отрезок [a, b], в который с вероятность tolerance попадает реальное значение объема шара 
+# радиусом radius, после n экспериментов с конечным исходом value
+def get_tolerance_range(radius, n, value, tolerance):
+    p = ball_volume(radius)
+    q = 1 - p
+    berri_esseen_estimation = C * (p**2 + q**2) / ((p * q)**(1/2) * np.sqrt(n))
+    # нужно прибавить две погрешности Берри-Эссеена
+    tolerance += 2 * berri_esseen_estimation
+    tail = (1 - tolerance) / 2
+    a = stats.norm.ppf(tail) * np.sqrt(p * q / n)
+    b = stats.norm.ppf(tail + tolerance) * np.sqrt(p * q / n)
+    return [a, b]
+
+# Рисует приближение объема шара с помощью метода Монте-Карло, а также рисует диапазон, в который 
+# попадает реально значение объема с вероятностью tolerance
+def draw_sample_ball(radius, tolerance, samples=10000, skip=1000):
+    xs = range(samples)
+    ys = list(sample_ball(radius, samples, skip)) 
+    tolerance_range = [get_tolerance_range(radius, skip + i + 1, ys[i], tolerance) for i in range(samples)]
+    lower_ys = [ys[i] + tolerance_range[i][0] for i in range(samples)]
+    upper_ys = [ys[i] + tolerance_range[i][1] for i in range(samples)]
+    title("Monte-Karlo estimation with tolerance {}%".format(tolerance * 100))
+    plot(xs, ys)
+    plot(xs, lower_ys, alpha=0.2)
+    plot(xs, upper_ys, alpha=0.2)
+def draw_expected(radius, samples=10000):
+    xs = range(samples)
+    ys = [4.0 / 3.0 * math.pi * radius**3 for _ in range(samples)]
+    plot(xs, ys)
+
+ +
+
+
+ +
+
+
+
In [166]:
+
+
+
draw_sample_ball(0.4, 0.60, 10000)
+draw_expected(0.4, 10000)
+
+ +
+
+
+ +
+
+ + +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+
In [168]:
+
+
+
draw_sample_ball(0.4, 0.90, 10000)
+draw_expected(0.4, 10000)
+
+ +
+
+
+ +
+
+ + +
+ + +
+ +
+ +
+ +
+
+ +
+
+
+ + diff --git a/adaptive_design/quiz_script.js b/adaptive_design/quiz_script.js new file mode 100644 index 0000000..39b2e32 --- /dev/null +++ b/adaptive_design/quiz_script.js @@ -0,0 +1,41 @@ +var hashes = [ + ["c398c51e4bbc9f73580d57ee96f820c9", "4d2054e41c5c8b69cce461eb46520ba8"], + ["842b394af7ecf7453a47a9e829da4fc9", "7f6f9f4aa7a084e64c288b80867bffe1"], + ["1ff61e91349d3f6623a81ccd3d881fa1"], + ["2ec0dfce896fa30233359748248dddec", "226cb7f86386d6ccfb70f6ce8ebc6b99"], + ["a59e8822cb657478b270e54682bacb99", "314ee13ad4db219cc07584f13a957f35"], + ["1b36ea1c9b7a1c3ad668b8bb5df7963f"] +]; + +var quizes = undefined; +$(function() { + $(".guess_button").click(guess); + $(".guess_input").keydown(function(e) { + if (e.key == "Enter") + guess(e); + }) + quizes = $(".quiz_area"); +}); + +function filterString(value) { + var filtered = value.replace(/[.,\/#!$%\^&\*;:{}=\-_`~() ]/g,""); + return filtered.toLowerCase(); +} + +function guess(e) { + var parent = $(e.target).parent(); + var index = quizes.index(parent); + var filteredHash = md5(filterString(parent.find(".guess_input").val())); + var matched = hashes[index].includes(filteredHash); + if (matched) { + parent.find(".quiz_image").removeClass("red_border"); + parent.find(".quiz_image").addClass("green_border"); + var next = parent.next(); + if (next.is(".quiz_area")) + next.show(); + } + else { + parent.find(".quiz_image").removeClass("green_border"); + parent.find(".quiz_image").addClass("red_border"); + } +} \ No newline at end of file diff --git a/adaptive_design/quiz_style.css b/adaptive_design/quiz_style.css new file mode 100644 index 0000000..9d9da9e --- /dev/null +++ b/adaptive_design/quiz_style.css @@ -0,0 +1,27 @@ +.quiz_image { + max-width: 100%; +} + +.quiz_area { + display: none; + margin: auto; + position: relative; + margin-bottom: 20px; +} + +.quiz_area:first-child { + display: inline-block; +} + +.quiz_area input { + margin-top: 5px; + width: 50%; + font-size: 1.3em; + text-align: center; +} + +@media (max-width: 550px) { + .quiz_area input { + width: 90%; + } +} diff --git a/adaptive_design/resources/image0.jpg b/adaptive_design/resources/image0.jpg new file mode 100644 index 0000000..b8e551e Binary files /dev/null and b/adaptive_design/resources/image0.jpg differ diff --git a/adaptive_design/resources/image1.jpg b/adaptive_design/resources/image1.jpg new file mode 100644 index 0000000..1fb32e7 Binary files /dev/null and b/adaptive_design/resources/image1.jpg differ diff --git a/adaptive_design/resources/image2.jpg b/adaptive_design/resources/image2.jpg new file mode 100644 index 0000000..f2a0a95 Binary files /dev/null and b/adaptive_design/resources/image2.jpg differ diff --git a/adaptive_design/resources/image3.jpg b/adaptive_design/resources/image3.jpg new file mode 100644 index 0000000..199e0e1 Binary files /dev/null and b/adaptive_design/resources/image3.jpg differ diff --git a/adaptive_design/resources/image4.jpg b/adaptive_design/resources/image4.jpg new file mode 100644 index 0000000..cbdfe15 Binary files /dev/null and b/adaptive_design/resources/image4.jpg differ diff --git a/adaptive_design/resources/image5.jpg b/adaptive_design/resources/image5.jpg new file mode 100644 index 0000000..eb3bdfe Binary files /dev/null and b/adaptive_design/resources/image5.jpg differ diff --git a/adaptive_design/resources/image6.jpg b/adaptive_design/resources/image6.jpg new file mode 100644 index 0000000..246da4f Binary files /dev/null and b/adaptive_design/resources/image6.jpg differ diff --git a/adaptive_design/resources/image7.jpg b/adaptive_design/resources/image7.jpg new file mode 100644 index 0000000..0aadacc Binary files /dev/null and b/adaptive_design/resources/image7.jpg differ diff --git a/adaptive_design/resources/preview/preview_image0.jpg b/adaptive_design/resources/preview/preview_image0.jpg new file mode 100644 index 0000000..31bed37 Binary files /dev/null and b/adaptive_design/resources/preview/preview_image0.jpg differ diff --git a/adaptive_design/resources/preview/preview_image1.jpg b/adaptive_design/resources/preview/preview_image1.jpg new file mode 100644 index 0000000..8f2f3d8 Binary files /dev/null and b/adaptive_design/resources/preview/preview_image1.jpg differ diff --git a/adaptive_design/resources/preview/preview_image2.jpg b/adaptive_design/resources/preview/preview_image2.jpg new file mode 100644 index 0000000..8c07618 Binary files /dev/null and b/adaptive_design/resources/preview/preview_image2.jpg differ diff --git a/adaptive_design/resources/preview/preview_image3.jpg b/adaptive_design/resources/preview/preview_image3.jpg new file mode 100644 index 0000000..e69ac0b Binary files /dev/null and b/adaptive_design/resources/preview/preview_image3.jpg differ diff --git a/adaptive_design/resources/preview/preview_image4.jpg b/adaptive_design/resources/preview/preview_image4.jpg new file mode 100644 index 0000000..7492ad1 Binary files /dev/null and b/adaptive_design/resources/preview/preview_image4.jpg differ diff --git a/adaptive_design/resources/preview/preview_image5.jpg b/adaptive_design/resources/preview/preview_image5.jpg new file mode 100644 index 0000000..3b91cc4 Binary files /dev/null and b/adaptive_design/resources/preview/preview_image5.jpg differ diff --git a/adaptive_design/resources/preview/preview_image6.jpg b/adaptive_design/resources/preview/preview_image6.jpg new file mode 100644 index 0000000..4a5ee84 Binary files /dev/null and b/adaptive_design/resources/preview/preview_image6.jpg differ diff --git a/adaptive_design/resources/preview/preview_image7.jpg b/adaptive_design/resources/preview/preview_image7.jpg new file mode 100644 index 0000000..fdf8cb1 Binary files /dev/null and b/adaptive_design/resources/preview/preview_image7.jpg differ diff --git a/adaptive_design/scripts.js b/adaptive_design/scripts.js new file mode 100644 index 0000000..8e76604 --- /dev/null +++ b/adaptive_design/scripts.js @@ -0,0 +1,40 @@ +'use strict'; + +var click_counter = 0; +var colors = ["#b7d84b", "#44accf", "#ee3e64", "gray"] +function logo_click() { + click_counter += 1; + if (click_counter >= 5) { + var table = $("#logo table td"); + for (var changes = 0; changes < 10; changes++) { + var cellId = Math.floor(Math.random() * 9); + var colorId = Math.floor(Math.random() * 4); + table.eq(cellId).css("background-color", colors[colorId]); + } + + if (click_counter % 10 < 5) + $("#jake").show(); + else + $("#jake").hide(); + } +} + +function logo_init() { + var logo_image = $("", {src:"images/jake.png", id:"jake"}).hide(); + var logo_square = $(""); + for (var i = 0; i < 3; i++) { + var square_row = $(""); + for (var s = 0; s < 3; s++) { + var square_cell = $("
", {id: 3 * i + s + 1}); + square_row.append(square_cell); + } + logo_square.append(square_row); + } + $("#logo").append(logo_image); + $("#logo").append(logo_square); +} + +$(function() { + $("#logo").ready(logo_init); + $("#logo").click(logo_click); +}); \ No newline at end of file diff --git a/adaptive_design/style.css b/adaptive_design/style.css new file mode 100644 index 0000000..49400fe --- /dev/null +++ b/adaptive_design/style.css @@ -0,0 +1,162 @@ +/* Reset styles, customize default view of page elements */ + +body { + font-family:georgia,serif; + font-style: normal; + font-size: 1em; + line-height: 1.8em; + margin: 0px; + padding: 0px; + background-color: #f7f7f7; +} + +a { + font-weight: lighter; + text-decoration: underline; + color: darkblue; +} + +a:visited { + color: darkgray; +} + +/* Auxiliary styles */ + +.sub_title_text { + font-size: 1.3em; + padding: 10px; +} + +.green_border { + box-shadow: 0 0 20px rgba(100,200,0,1); + max-width: 100%; +} + +.red_border { + box-shadow: 0 0 20px rgba(200,100,50,1); + max-width: 100%; +} + +.left_aligned { + float: left; +} + +.right_aligned { + float: right; +} + +.centered { + margin: auto; +} + +#main_wrapper { + max-width: 1000px; +} + +.shadowed_element { + box-shadow: 0 0 2px rgba(0,0,0,0.3); +} + +#site_area { + padding: 0px 10px; +} + +/* Sidebar styles */ +#sidebar { + width: 30%; +} + +.sidebar_item { + padding: 10px; + text-align: center; +} + +.sidebar_image { + max-width: 200px; +} + +/* Content styles */ + +#content { + width: 70%; + position: relative; +} + +.text_centered { + text-align: center; +} + +/* Footer styles */ +#footer { + padding-left: 10px; + line-height: 40px; + border-top: 2px solid gray; + clear: both; +} + +/* Header styles */ +#header { + margin: 1em 0em; + padding: 10px; + font-size: 2em; + display: flex; + justify-content: center; + align-items: center; + text-align: center; +} + +#title { + margin-left: 10px; +} + +/* Navigation styles */ + +#navigation { + font-size: 1.5em; + margin-left: 10px; +} + +.nav_item { + display: inline-block; + padding: 5px 15px; + margin-top: 10px; +} + +.nav_item a { + text-decoration: none; + color: black; +} + +.nav_item:hover { + background-color: #f0f0f0; +} + +.nav_item:hover a { + cursor: pointer; + color: gray; +} + +@media (max-width: 768px) { + #navigation { + text-align: center; + margin: auto; + } + #sidebar, #content { + float:none; + margin:auto; + width: 95%; + } +} + +@media (max-width: 550px) { + #navigation { + margin: 0px; + padding: 0px; + display: block; + } + .nav_item { + margin: 0px; + padding: 10px; + display: block; + } +} diff --git a/adaptive_design/tags_quiz.html b/adaptive_design/tags_quiz.html new file mode 100644 index 0000000..2a5cda6 --- /dev/null +++ b/adaptive_design/tags_quiz.html @@ -0,0 +1,117 @@ + + + + + + Adaptive site + + + + + + + +
+ +
+ +
+ +
+ Sivukhin Nikita 2016 +
+
+ + diff --git a/adaptive_design/template.html b/adaptive_design/template.html new file mode 100644 index 0000000..e70907a --- /dev/null +++ b/adaptive_design/template.html @@ -0,0 +1,56 @@ + + + + + Adaptive site + + + + + + + + +
+ +
+ +
+ +
+ Sivukhin Nikita © 2016 +
+
+ + diff --git a/adaptive_design/trash/alternative_energy_revolution.jpg b/adaptive_design/trash/alternative_energy_revolution.jpg new file mode 100644 index 0000000..af96eab Binary files /dev/null and b/adaptive_design/trash/alternative_energy_revolution.jpg differ diff --git a/adaptive_design/trash/gallery.jpg b/adaptive_design/trash/gallery.jpg new file mode 100644 index 0000000..1598882 Binary files /dev/null and b/adaptive_design/trash/gallery.jpg differ diff --git a/adaptive_design/trash/logo.png b/adaptive_design/trash/logo.png new file mode 100644 index 0000000..d9786cb Binary files /dev/null and b/adaptive_design/trash/logo.png differ diff --git a/adaptive_design/trash/logo_sprite.png b/adaptive_design/trash/logo_sprite.png new file mode 100644 index 0000000..24df2d7 Binary files /dev/null and b/adaptive_design/trash/logo_sprite.png differ diff --git a/adaptive_design/trash/prekol1.html b/adaptive_design/trash/prekol1.html new file mode 100644 index 0000000..9353be5 --- /dev/null +++ b/adaptive_design/trash/prekol1.html @@ -0,0 +1,27 @@ + + + + + +
+
1
+
2
+
3
+
4
+
+ + diff --git a/adaptive_design/trash/prekol2.html b/adaptive_design/trash/prekol2.html new file mode 100644 index 0000000..ac46f62 --- /dev/null +++ b/adaptive_design/trash/prekol2.html @@ -0,0 +1,66 @@ + + + + + + +
+
Header
+
+

Pellentesque habitant morbi tristique senectus et netus et malesuada fames ac turpis egestas. Vestibulum tortor quam, feugiat vitae, ultricies eget, tempor sit amet, ante. Donec eu libero sit amet quam egestas semper. Aenean ultricies mi vitae est. Mauris placerat eleifend leo.

+
+ + +
Footer
+
+ + diff --git a/adaptive_design/trash/prekol3.html b/adaptive_design/trash/prekol3.html new file mode 100644 index 0000000..cbcb482 --- /dev/null +++ b/adaptive_design/trash/prekol3.html @@ -0,0 +1,30 @@ + + + + + +
+
Kek +
Lol +
+ + diff --git a/adaptive_design/trash/simple_prekols.jpg b/adaptive_design/trash/simple_prekols.jpg new file mode 100644 index 0000000..a17970d Binary files /dev/null and b/adaptive_design/trash/simple_prekols.jpg differ diff --git a/adaptive_design/trash/useful_links.jpg b/adaptive_design/trash/useful_links.jpg new file mode 100644 index 0000000..b3b3015 Binary files /dev/null and b/adaptive_design/trash/useful_links.jpg differ diff --git a/calendar/index.html b/calendar/index.html new file mode 100644 index 0000000..bd2f8c6 --- /dev/null +++ b/calendar/index.html @@ -0,0 +1,161 @@ + + + + + + +
+

Calendar of my life (for 90 years):

+ +
+ +
+ Enter another day: + + +
+
+
+ + + + + + diff --git a/edi-calendar/.gitignore b/edi-calendar/.gitignore new file mode 100644 index 0000000..d30f40e --- /dev/null +++ b/edi-calendar/.gitignore @@ -0,0 +1,21 @@ +# See https://help.github.com/ignore-files/ for more about ignoring files. + +# dependencies +/node_modules + +# testing +/coverage + +# production +/build + +# misc +.DS_Store +.env.local +.env.development.local +.env.test.local +.env.production.local + +npm-debug.log* +yarn-debug.log* +yarn-error.log* diff --git a/edi-calendar/README.md b/edi-calendar/README.md new file mode 100644 index 0000000..5bbfc5f --- /dev/null +++ b/edi-calendar/README.md @@ -0,0 +1,2486 @@ +This project was bootstrapped with [Create React App](https://github.com/facebookincubator/create-react-app). + +Below you will find some information on how to perform common tasks.
+You can find the most recent version of this guide [here](https://github.com/facebookincubator/create-react-app/blob/master/packages/react-scripts/template/README.md). + +## Table of Contents + +- [Updating to New Releases](#updating-to-new-releases) +- [Sending Feedback](#sending-feedback) +- [Folder Structure](#folder-structure) +- [Available Scripts](#available-scripts) + - [npm start](#npm-start) + - [npm test](#npm-test) + - [npm run build](#npm-run-build) + - [npm run eject](#npm-run-eject) +- [Supported Browsers](#supported-browsers) +- [Supported Language Features and Polyfills](#supported-language-features-and-polyfills) +- [Syntax Highlighting in the Editor](#syntax-highlighting-in-the-editor) +- [Displaying Lint Output in the Editor](#displaying-lint-output-in-the-editor) +- [Debugging in the Editor](#debugging-in-the-editor) +- [Formatting Code Automatically](#formatting-code-automatically) +- [Changing the Page ``](#changing-the-page-title) +- [Installing a Dependency](#installing-a-dependency) +- [Importing a Component](#importing-a-component) +- [Code Splitting](#code-splitting) +- [Adding a Stylesheet](#adding-a-stylesheet) +- [Post-Processing CSS](#post-processing-css) +- [Adding a CSS Preprocessor (Sass, Less etc.)](#adding-a-css-preprocessor-sass-less-etc) +- [Adding Images, Fonts, and Files](#adding-images-fonts-and-files) +- [Using the `public` Folder](#using-the-public-folder) + - [Changing the HTML](#changing-the-html) + - [Adding Assets Outside of the Module System](#adding-assets-outside-of-the-module-system) + - [When to Use the `public` Folder](#when-to-use-the-public-folder) +- [Using Global Variables](#using-global-variables) +- [Adding Bootstrap](#adding-bootstrap) + - [Using a Custom Theme](#using-a-custom-theme) +- [Adding Flow](#adding-flow) +- [Adding a Router](#adding-a-router) +- [Adding Custom Environment Variables](#adding-custom-environment-variables) + - [Referencing Environment Variables in the HTML](#referencing-environment-variables-in-the-html) + - [Adding Temporary Environment Variables In Your Shell](#adding-temporary-environment-variables-in-your-shell) + - [Adding Development Environment Variables In `.env`](#adding-development-environment-variables-in-env) +- [Can I Use Decorators?](#can-i-use-decorators) +- [Fetching Data with AJAX Requests](#fetching-data-with-ajax-requests) +- [Integrating with an API Backend](#integrating-with-an-api-backend) + - [Node](#node) + - [Ruby on Rails](#ruby-on-rails) +- [Proxying API Requests in Development](#proxying-api-requests-in-development) + - ["Invalid Host Header" Errors After Configuring Proxy](#invalid-host-header-errors-after-configuring-proxy) + - [Configuring the Proxy Manually](#configuring-the-proxy-manually) + - [Configuring a WebSocket Proxy](#configuring-a-websocket-proxy) +- [Using HTTPS in Development](#using-https-in-development) +- [Generating Dynamic `<meta>` Tags on the Server](#generating-dynamic-meta-tags-on-the-server) +- [Pre-Rendering into Static HTML Files](#pre-rendering-into-static-html-files) +- [Injecting Data from the Server into the Page](#injecting-data-from-the-server-into-the-page) +- [Running Tests](#running-tests) + - [Filename Conventions](#filename-conventions) + - [Command Line Interface](#command-line-interface) + - [Version Control Integration](#version-control-integration) + - [Writing Tests](#writing-tests) + - [Testing Components](#testing-components) + - [Using Third Party Assertion Libraries](#using-third-party-assertion-libraries) + - [Initializing Test Environment](#initializing-test-environment) + - [Focusing and Excluding Tests](#focusing-and-excluding-tests) + - [Coverage Reporting](#coverage-reporting) + - [Continuous Integration](#continuous-integration) + - [Disabling jsdom](#disabling-jsdom) + - [Snapshot Testing](#snapshot-testing) + - [Editor Integration](#editor-integration) +- [Debugging Tests](#debugging-tests) + - [Debugging Tests in Chrome](#debugging-tests-in-chrome) + - [Debugging Tests in Visual Studio Code](#debugging-tests-in-visual-studio-code) +- [Developing Components in Isolation](#developing-components-in-isolation) + - [Getting Started with Storybook](#getting-started-with-storybook) + - [Getting Started with Styleguidist](#getting-started-with-styleguidist) +- [Publishing Components to npm](#publishing-components-to-npm) +- [Making a Progressive Web App](#making-a-progressive-web-app) + - [Opting Out of Caching](#opting-out-of-caching) + - [Offline-First Considerations](#offline-first-considerations) + - [Progressive Web App Metadata](#progressive-web-app-metadata) +- [Analyzing the Bundle Size](#analyzing-the-bundle-size) +- [Deployment](#deployment) + - [Static Server](#static-server) + - [Other Solutions](#other-solutions) + - [Serving Apps with Client-Side Routing](#serving-apps-with-client-side-routing) + - [Building for Relative Paths](#building-for-relative-paths) + - [Azure](#azure) + - [Firebase](#firebase) + - [GitHub Pages](#github-pages) + - [Heroku](#heroku) + - [Netlify](#netlify) + - [Now](#now) + - [S3 and CloudFront](#s3-and-cloudfront) + - [Surge](#surge) +- [Advanced Configuration](#advanced-configuration) +- [Troubleshooting](#troubleshooting) + - [`npm start` doesn’t detect changes](#npm-start-doesnt-detect-changes) + - [`npm test` hangs on macOS Sierra](#npm-test-hangs-on-macos-sierra) + - [`npm run build` exits too early](#npm-run-build-exits-too-early) + - [`npm run build` fails on Heroku](#npm-run-build-fails-on-heroku) + - [`npm run build` fails to minify](#npm-run-build-fails-to-minify) + - [Moment.js locales are missing](#momentjs-locales-are-missing) +- [Alternatives to Ejecting](#alternatives-to-ejecting) +- [Something Missing?](#something-missing) + +## Updating to New Releases + +Create React App is divided into two packages: + +* `create-react-app` is a global command-line utility that you use to create new projects. +* `react-scripts` is a development dependency in the generated projects (including this one). + +You almost never need to update `create-react-app` itself: it delegates all the setup to `react-scripts`. + +When you run `create-react-app`, it always creates the project with the latest version of `react-scripts` so you’ll get all the new features and improvements in newly created apps automatically. + +To update an existing project to a new version of `react-scripts`, [open the changelog](https://github.com/facebookincubator/create-react-app/blob/master/CHANGELOG.md), find the version you’re currently on (check `package.json` in this folder if you’re not sure), and apply the migration instructions for the newer versions. + +In most cases bumping the `react-scripts` version in `package.json` and running `npm install` in this folder should be enough, but it’s good to consult the [changelog](https://github.com/facebookincubator/create-react-app/blob/master/CHANGELOG.md) for potential breaking changes. + +We commit to keeping the breaking changes minimal so you can upgrade `react-scripts` painlessly. + +## Sending Feedback + +We are always open to [your feedback](https://github.com/facebookincubator/create-react-app/issues). + +## Folder Structure + +After creation, your project should look like this: + +``` +my-app/ + README.md + node_modules/ + package.json + public/ + index.html + favicon.ico + src/ + App.css + App.js + App.test.js + index.css + index.js + logo.svg +``` + +For the project to build, **these files must exist with exact filenames**: + +* `public/index.html` is the page template; +* `src/index.js` is the JavaScript entry point. + +You can delete or rename the other files. + +You may create subdirectories inside `src`. For faster rebuilds, only files inside `src` are processed by Webpack.<br> +You need to **put any JS and CSS files inside `src`**, otherwise Webpack won’t see them. + +Only files inside `public` can be used from `public/index.html`.<br> +Read instructions below for using assets from JavaScript and HTML. + +You can, however, create more top-level directories.<br> +They will not be included in the production build so you can use them for things like documentation. + +## Available Scripts + +In the project directory, you can run: + +### `npm start` + +Runs the app in the development mode.<br> +Open [http://localhost:3000](http://localhost:3000) to view it in the browser. + +The page will reload if you make edits.<br> +You will also see any lint errors in the console. + +### `npm test` + +Launches the test runner in the interactive watch mode.<br> +See the section about [running tests](#running-tests) for more information. + +### `npm run build` + +Builds the app for production to the `build` folder.<br> +It correctly bundles React in production mode and optimizes the build for the best performance. + +The build is minified and the filenames include the hashes.<br> +Your app is ready to be deployed! + +See the section about [deployment](#deployment) for more information. + +### `npm run eject` + +**Note: this is a one-way operation. Once you `eject`, you can’t go back!** + +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. + +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. + +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. + +## Supported Browsers + +By default, the generated project uses the latest version of React. + +You can refer [to the React documentation](https://reactjs.org/docs/react-dom.html#browser-support) for more information about supported browsers. + +## Supported Language Features and Polyfills + +This project supports a superset of the latest JavaScript standard.<br> +In addition to [ES6](https://github.com/lukehoban/es6features) syntax features, it also supports: + +* [Exponentiation Operator](https://github.com/rwaldron/exponentiation-operator) (ES2016). +* [Async/await](https://github.com/tc39/ecmascript-asyncawait) (ES2017). +* [Object Rest/Spread Properties](https://github.com/sebmarkbage/ecmascript-rest-spread) (stage 3 proposal). +* [Dynamic import()](https://github.com/tc39/proposal-dynamic-import) (stage 3 proposal) +* [Class Fields and Static Properties](https://github.com/tc39/proposal-class-public-fields) (part of stage 3 proposal). +* [JSX](https://facebook.github.io/react/docs/introducing-jsx.html) and [Flow](https://flowtype.org/) syntax. + +Learn more about [different proposal stages](https://babeljs.io/docs/plugins/#presets-stage-x-experimental-presets-). + +While we recommend using experimental proposals with some caution, Facebook heavily uses these features in the product code, so we intend to provide [codemods](https://medium.com/@cpojer/effective-javascript-codemods-5a6686bb46fb) if any of these proposals change in the future. + +Note that **the project only includes a few ES6 [polyfills](https://en.wikipedia.org/wiki/Polyfill)**: + +* [`Object.assign()`](https://developer.mozilla.org/en/docs/Web/JavaScript/Reference/Global_Objects/Object/assign) via [`object-assign`](https://github.com/sindresorhus/object-assign). +* [`Promise`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Promise) via [`promise`](https://github.com/then/promise). +* [`fetch()`](https://developer.mozilla.org/en/docs/Web/API/Fetch_API) via [`whatwg-fetch`](https://github.com/github/fetch). + +If you use any other ES6+ features that need **runtime support** (such as `Array.from()` or `Symbol`), make sure you are including the appropriate polyfills manually, or that the browsers you are targeting already support them. + +Also note that using some newer syntax features like `for...of` or `[...nonArrayValue]` causes Babel to emit code that depends on ES6 runtime features and might not work without a polyfill. When in doubt, use [Babel REPL](https://babeljs.io/repl/) to see what any specific syntax compiles down to. + +## Syntax Highlighting in the Editor + +To configure the syntax highlighting in your favorite text editor, head to the [relevant Babel documentation page](https://babeljs.io/docs/editors) and follow the instructions. Some of the most popular editors are covered. + +## Displaying Lint Output in the Editor + +>Note: this feature is available with `react-scripts@0.2.0` and higher.<br> +>It also only works with npm 3 or higher. + +Some editors, including Sublime Text, Atom, and Visual Studio Code, provide plugins for ESLint. + +They are not required for linting. You should see the linter output right in your terminal as well as the browser console. However, if you prefer the lint results to appear right in your editor, there are some extra steps you can do. + +You would need to install an ESLint plugin for your editor first. Then, add a file called `.eslintrc` to the project root: + +```js +{ + "extends": "react-app" +} +``` + +Now your editor should report the linting warnings. + +Note that even if you edit your `.eslintrc` file further, these changes will **only affect the editor integration**. They won’t affect the terminal and in-browser lint output. This is because Create React App intentionally provides a minimal set of rules that find common mistakes. + +If you want to enforce a coding style for your project, consider using [Prettier](https://github.com/jlongster/prettier) instead of ESLint style rules. + +## Debugging in the Editor + +**This feature is currently only supported by [Visual Studio Code](https://code.visualstudio.com) and [WebStorm](https://www.jetbrains.com/webstorm/).** + +Visual Studio Code and WebStorm support debugging out of the box with Create React App. This enables you as a developer to write and debug your React code without leaving the editor, and most importantly it enables you to have a continuous development workflow, where context switching is minimal, as you don’t have to switch between tools. + +### Visual Studio Code + +You would need to have the latest version of [VS Code](https://code.visualstudio.com) and VS Code [Chrome Debugger Extension](https://marketplace.visualstudio.com/items?itemName=msjsdiag.debugger-for-chrome) installed. + +Then add the block below to your `launch.json` file and put it inside the `.vscode` folder in your app’s root directory. + +```json +{ + "version": "0.2.0", + "configurations": [{ + "name": "Chrome", + "type": "chrome", + "request": "launch", + "url": "http://localhost:3000", + "webRoot": "${workspaceRoot}/src", + "sourceMapPathOverrides": { + "webpack:///src/*": "${webRoot}/*" + } + }] +} +``` +>Note: the URL may be different if you've made adjustments via the [HOST or PORT environment variables](#advanced-configuration). + +Start your app by running `npm start`, and start debugging in VS Code by pressing `F5` or by clicking the green debug icon. You can now write code, set breakpoints, make changes to the code, and debug your newly modified code—all from your editor. + +Having problems with VS Code Debugging? Please see their [troubleshooting guide](https://github.com/Microsoft/vscode-chrome-debug/blob/master/README.md#troubleshooting). + +### WebStorm + +You would need to have [WebStorm](https://www.jetbrains.com/webstorm/) and [JetBrains IDE Support](https://chrome.google.com/webstore/detail/jetbrains-ide-support/hmhgeddbohgjknpmjagkdomcpobmllji) Chrome extension installed. + +In the WebStorm menu `Run` select `Edit Configurations...`. Then click `+` and select `JavaScript Debug`. Paste `http://localhost:3000` into the URL field and save the configuration. + +>Note: the URL may be different if you've made adjustments via the [HOST or PORT environment variables](#advanced-configuration). + +Start your app by running `npm start`, then press `^D` on macOS or `F9` on Windows and Linux or click the green debug icon to start debugging in WebStorm. + +The same way you can debug your application in IntelliJ IDEA Ultimate, PhpStorm, PyCharm Pro, and RubyMine. + +## Formatting Code Automatically + +Prettier is an opinionated code formatter with support for JavaScript, CSS and JSON. With Prettier you can format the code you write automatically to ensure a code style within your project. See the [Prettier's GitHub page](https://github.com/prettier/prettier) for more information, and look at this [page to see it in action](https://prettier.github.io/prettier/). + +To format our code whenever we make a commit in git, we need to install the following dependencies: + +```sh +npm install --save husky lint-staged prettier +``` + +Alternatively you may use `yarn`: + +```sh +yarn add husky lint-staged prettier +``` + +* `husky` makes it easy to use githooks as if they are npm scripts. +* `lint-staged` allows us to run scripts on staged files in git. See this [blog post about lint-staged to learn more about it](https://medium.com/@okonetchnikov/make-linting-great-again-f3890e1ad6b8). +* `prettier` is the JavaScript formatter we will run before commits. + +Now we can make sure every file is formatted correctly by adding a few lines to the `package.json` in the project root. + +Add the following line to `scripts` section: + +```diff + "scripts": { ++ "precommit": "lint-staged", + "start": "react-scripts start", + "build": "react-scripts build", +``` + +Next we add a 'lint-staged' field to the `package.json`, for example: + +```diff + "dependencies": { + // ... + }, ++ "lint-staged": { ++ "src/**/*.{js,jsx,json,css}": [ ++ "prettier --single-quote --write", ++ "git add" ++ ] ++ }, + "scripts": { +``` + +Now, whenever you make a commit, Prettier will format the changed files automatically. You can also run `./node_modules/.bin/prettier --single-quote --write "src/**/*.{js,jsx,json,css}"` to format your entire project for the first time. + +Next you might want to integrate Prettier in your favorite editor. Read the section on [Editor Integration](https://prettier.io/docs/en/editors.html) on the Prettier GitHub page. + +## Changing the Page `<title>` + +You can find the source HTML file in the `public` folder of the generated project. You may edit the `<title>` tag in it to change the title from “React App” to anything else. + +Note that normally you wouldn’t edit files in the `public` folder very often. For example, [adding a stylesheet](#adding-a-stylesheet) is done without touching the HTML. + +If you need to dynamically update the page title based on the content, you can use the browser [`document.title`](https://developer.mozilla.org/en-US/docs/Web/API/Document/title) API. For more complex scenarios when you want to change the title from React components, you can use [React Helmet](https://github.com/nfl/react-helmet), a third party library. + +If you use a custom server for your app in production and want to modify the title before it gets sent to the browser, you can follow advice in [this section](#generating-dynamic-meta-tags-on-the-server). Alternatively, you can pre-build each page as a static HTML file which then loads the JavaScript bundle, which is covered [here](#pre-rendering-into-static-html-files). + +## Installing a Dependency + +The generated project includes React and ReactDOM as dependencies. It also includes a set of scripts used by Create React App as a development dependency. You may install other dependencies (for example, React Router) with `npm`: + +```sh +npm install --save react-router +``` + +Alternatively you may use `yarn`: + +```sh +yarn add react-router +``` + +This works for any library, not just `react-router`. + +## Importing a Component + +This project setup supports ES6 modules thanks to Babel.<br> +While you can still use `require()` and `module.exports`, we encourage you to use [`import` and `export`](http://exploringjs.com/es6/ch_modules.html) instead. + +For example: + +### `Button.js` + +```js +import React, { Component } from 'react'; + +class Button extends Component { + render() { + // ... + } +} + +export default Button; // Don’t forget to use export default! +``` + +### `DangerButton.js` + + +```js +import React, { Component } from 'react'; +import Button from './Button'; // Import a component from another file + +class DangerButton extends Component { + render() { + return <Button color="red" />; + } +} + +export default DangerButton; +``` + +Be aware of the [difference between default and named exports](http://stackoverflow.com/questions/36795819/react-native-es-6-when-should-i-use-curly-braces-for-import/36796281#36796281). It is a common source of mistakes. + +We suggest that you stick to using default imports and exports when a module only exports a single thing (for example, a component). That’s what you get when you use `export default Button` and `import Button from './Button'`. + +Named exports are useful for utility modules that export several functions. A module may have at most one default export and as many named exports as you like. + +Learn more about ES6 modules: + +* [When to use the curly braces?](http://stackoverflow.com/questions/36795819/react-native-es-6-when-should-i-use-curly-braces-for-import/36796281#36796281) +* [Exploring ES6: Modules](http://exploringjs.com/es6/ch_modules.html) +* [Understanding ES6: Modules](https://leanpub.com/understandinges6/read#leanpub-auto-encapsulating-code-with-modules) + +## Code Splitting + +Instead of downloading the entire app before users can use it, code splitting allows you to split your code into small chunks which you can then load on demand. + +This project setup supports code splitting via [dynamic `import()`](http://2ality.com/2017/01/import-operator.html#loading-code-on-demand). Its [proposal](https://github.com/tc39/proposal-dynamic-import) is in stage 3. The `import()` function-like form takes the module name as an argument and returns a [`Promise`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Promise) which always resolves to the namespace object of the module. + +Here is an example: + +### `moduleA.js` + +```js +const moduleA = 'Hello'; + +export { moduleA }; +``` +### `App.js` + +```js +import React, { Component } from 'react'; + +class App extends Component { + handleClick = () => { + import('./moduleA') + .then(({ moduleA }) => { + // Use moduleA + }) + .catch(err => { + // Handle failure + }); + }; + + render() { + return ( + <div> + <button onClick={this.handleClick}>Load</button> + </div> + ); + } +} + +export default App; +``` + +This will make `moduleA.js` and all its unique dependencies as a separate chunk that only loads after the user clicks the 'Load' button. + +You can also use it with `async` / `await` syntax if you prefer it. + +### With React Router + +If you are using React Router check out [this tutorial](http://serverless-stack.com/chapters/code-splitting-in-create-react-app.html) on how to use code splitting with it. You can find the companion GitHub repository [here](https://github.com/AnomalyInnovations/serverless-stack-demo-client/tree/code-splitting-in-create-react-app). + +Also check out the [Code Splitting](https://reactjs.org/docs/code-splitting.html) section in React documentation. + +## Adding a Stylesheet + +This project setup uses [Webpack](https://webpack.js.org/) for handling all assets. Webpack offers a custom way of “extending” the concept of `import` beyond JavaScript. To express that a JavaScript file depends on a CSS file, you need to **import the CSS from the JavaScript file**: + +### `Button.css` + +```css +.Button { + padding: 20px; +} +``` + +### `Button.js` + +```js +import React, { Component } from 'react'; +import './Button.css'; // Tell Webpack that Button.js uses these styles + +class Button extends Component { + render() { + // You can use them as regular CSS styles + return <div className="Button" />; + } +} +``` + +**This is not required for React** but many people find this feature convenient. You can read about the benefits of this approach [here](https://medium.com/seek-blog/block-element-modifying-your-javascript-components-d7f99fcab52b). However you should be aware that this makes your code less portable to other build tools and environments than Webpack. + +In development, expressing dependencies this way allows your styles to be reloaded on the fly as you edit them. In production, all CSS files will be concatenated into a single minified `.css` file in the build output. + +If you are concerned about using Webpack-specific semantics, you can put all your CSS right into `src/index.css`. It would still be imported from `src/index.js`, but you could always remove that import if you later migrate to a different build tool. + +## Post-Processing CSS + +This project setup minifies your CSS and adds vendor prefixes to it automatically through [Autoprefixer](https://github.com/postcss/autoprefixer) so you don’t need to worry about it. + +For example, this: + +```css +.App { + display: flex; + flex-direction: row; + align-items: center; +} +``` + +becomes this: + +```css +.App { + display: -webkit-box; + display: -ms-flexbox; + display: flex; + -webkit-box-orient: horizontal; + -webkit-box-direction: normal; + -ms-flex-direction: row; + flex-direction: row; + -webkit-box-align: center; + -ms-flex-align: center; + align-items: center; +} +``` + +If you need to disable autoprefixing for some reason, [follow this section](https://github.com/postcss/autoprefixer#disabling). + +## Adding a CSS Preprocessor (Sass, Less etc.) + +Generally, we recommend that you don’t reuse the same CSS classes across different components. For example, instead of using a `.Button` CSS class in `<AcceptButton>` and `<RejectButton>` components, we recommend creating a `<Button>` component with its own `.Button` styles, that both `<AcceptButton>` and `<RejectButton>` can render (but [not inherit](https://facebook.github.io/react/docs/composition-vs-inheritance.html)). + +Following this rule often makes CSS preprocessors less useful, as features like mixins and nesting are replaced by component composition. You can, however, integrate a CSS preprocessor if you find it valuable. In this walkthrough, we will be using Sass, but you can also use Less, or another alternative. + +First, let’s install the command-line interface for Sass: + +```sh +npm install --save node-sass-chokidar +``` + +Alternatively you may use `yarn`: + +```sh +yarn add node-sass-chokidar +``` + +Then in `package.json`, add the following lines to `scripts`: + +```diff + "scripts": { ++ "build-css": "node-sass-chokidar src/ -o src/", ++ "watch-css": "npm run build-css && node-sass-chokidar src/ -o src/ --watch --recursive", + "start": "react-scripts start", + "build": "react-scripts build", + "test": "react-scripts test --env=jsdom", +``` + +>Note: To use a different preprocessor, replace `build-css` and `watch-css` commands according to your preprocessor’s documentation. + +Now you can rename `src/App.css` to `src/App.scss` and run `npm run watch-css`. The watcher will find every Sass file in `src` subdirectories, and create a corresponding CSS file next to it, in our case overwriting `src/App.css`. Since `src/App.js` still imports `src/App.css`, the styles become a part of your application. You can now edit `src/App.scss`, and `src/App.css` will be regenerated. + +To share variables between Sass files, you can use Sass imports. For example, `src/App.scss` and other component style files could include `@import "./shared.scss";` with variable definitions. + +To enable importing files without using relative paths, you can add the `--include-path` option to the command in `package.json`. + +``` +"build-css": "node-sass-chokidar --include-path ./src --include-path ./node_modules src/ -o src/", +"watch-css": "npm run build-css && node-sass-chokidar --include-path ./src --include-path ./node_modules src/ -o src/ --watch --recursive", +``` + +This will allow you to do imports like + +```scss +@import 'styles/_colors.scss'; // assuming a styles directory under src/ +@import 'nprogress/nprogress'; // importing a css file from the nprogress node module +``` + +At this point you might want to remove all CSS files from the source control, and add `src/**/*.css` to your `.gitignore` file. It is generally a good practice to keep the build products outside of the source control. + +As a final step, you may find it convenient to run `watch-css` automatically with `npm start`, and run `build-css` as a part of `npm run build`. You can use the `&&` operator to execute two scripts sequentially. However, there is no cross-platform way to run two scripts in parallel, so we will install a package for this: + +```sh +npm install --save npm-run-all +``` + +Alternatively you may use `yarn`: + +```sh +yarn add npm-run-all +``` + +Then we can change `start` and `build` scripts to include the CSS preprocessor commands: + +```diff + "scripts": { + "build-css": "node-sass-chokidar src/ -o src/", + "watch-css": "npm run build-css && node-sass-chokidar src/ -o src/ --watch --recursive", +- "start": "react-scripts start", +- "build": "react-scripts build", ++ "start-js": "react-scripts start", ++ "start": "npm-run-all -p watch-css start-js", ++ "build-js": "react-scripts build", ++ "build": "npm-run-all build-css build-js", + "test": "react-scripts test --env=jsdom", + "eject": "react-scripts eject" + } +``` + +Now running `npm start` and `npm run build` also builds Sass files. + +**Why `node-sass-chokidar`?** + +`node-sass` has been reported as having the following issues: + +- `node-sass --watch` has been reported to have *performance issues* in certain conditions when used in a virtual machine or with docker. + +- Infinite styles compiling [#1939](https://github.com/facebookincubator/create-react-app/issues/1939) + +- `node-sass` has been reported as having issues with detecting new files in a directory [#1891](https://github.com/sass/node-sass/issues/1891) + + `node-sass-chokidar` is used here as it addresses these issues. + +## Adding Images, Fonts, and Files + +With Webpack, using static assets like images and fonts works similarly to CSS. + +You can **`import` a file right in a JavaScript module**. This tells Webpack to include that file in the bundle. Unlike CSS imports, importing a file gives you a string value. This value is the final path you can reference in your code, e.g. as the `src` attribute of an image or the `href` of a link to a PDF. + +To reduce the number of requests to the server, importing images that are less than 10,000 bytes returns a [data URI](https://developer.mozilla.org/en-US/docs/Web/HTTP/Basics_of_HTTP/Data_URIs) instead of a path. This applies to the following file extensions: bmp, gif, jpg, jpeg, and png. SVG files are excluded due to [#1153](https://github.com/facebookincubator/create-react-app/issues/1153). + +Here is an example: + +```js +import React from 'react'; +import logo from './logo.png'; // Tell Webpack this JS file uses this image + +console.log(logo); // /logo.84287d09.png + +function Header() { + // Import result is the URL of your image + return <img src={logo} alt="Logo" />; +} + +export default Header; +``` + +This ensures that when the project is built, Webpack will correctly move the images into the build folder, and provide us with correct paths. + +This works in CSS too: + +```css +.Logo { + background-image: url(./logo.png); +} +``` + +Webpack finds all relative module references in CSS (they start with `./`) and replaces them with the final paths from the compiled bundle. If you make a typo or accidentally delete an important file, you will see a compilation error, just like when you import a non-existent JavaScript module. The final filenames in the compiled bundle are generated by Webpack from content hashes. If the file content changes in the future, Webpack will give it a different name in production so you don’t need to worry about long-term caching of assets. + +Please be advised that this is also a custom feature of Webpack. + +**It is not required for React** but many people enjoy it (and React Native uses a similar mechanism for images).<br> +An alternative way of handling static assets is described in the next section. + +## Using the `public` Folder + +>Note: this feature is available with `react-scripts@0.5.0` and higher. + +### Changing the HTML + +The `public` folder contains the HTML file so you can tweak it, for example, to [set the page title](#changing-the-page-title). +The `<script>` tag with the compiled code will be added to it automatically during the build process. + +### Adding Assets Outside of the Module System + +You can also add other assets to the `public` folder. + +Note that we normally encourage you to `import` assets in JavaScript files instead. +For example, see the sections on [adding a stylesheet](#adding-a-stylesheet) and [adding images and fonts](#adding-images-fonts-and-files). +This mechanism provides a number of benefits: + +* Scripts and stylesheets get minified and bundled together to avoid extra network requests. +* Missing files cause compilation errors instead of 404 errors for your users. +* Result filenames include content hashes so you don’t need to worry about browsers caching their old versions. + +However there is an **escape hatch** that you can use to add an asset outside of the module system. + +If you put a file into the `public` folder, it will **not** be processed by Webpack. Instead it will be copied into the build folder untouched. To reference assets in the `public` folder, you need to use a special variable called `PUBLIC_URL`. + +Inside `index.html`, you can use it like this: + +```html +<link rel="shortcut icon" href="%PUBLIC_URL%/favicon.ico"> +``` + +Only files inside the `public` folder will be accessible by `%PUBLIC_URL%` prefix. If you need to use a file from `src` or `node_modules`, you’ll have to copy it there to explicitly specify your intention to make this file a part of the build. + +When you run `npm run build`, Create React App will substitute `%PUBLIC_URL%` with a correct absolute path so your project works even if you use client-side routing or host it at a non-root URL. + +In JavaScript code, you can use `process.env.PUBLIC_URL` for similar purposes: + +```js +render() { + // Note: this is an escape hatch and should be used sparingly! + // Normally we recommend using `import` for getting asset URLs + // as described in “Adding Images and Fonts” above this section. + return <img src={process.env.PUBLIC_URL + '/img/logo.png'} />; +} +``` + +Keep in mind the downsides of this approach: + +* None of the files in `public` folder get post-processed or minified. +* Missing files will not be called at compilation time, and will cause 404 errors for your users. +* Result filenames won’t include content hashes so you’ll need to add query arguments or rename them every time they change. + +### When to Use the `public` Folder + +Normally we recommend importing [stylesheets](#adding-a-stylesheet), [images, and fonts](#adding-images-fonts-and-files) from JavaScript. +The `public` folder is useful as a workaround for a number of less common cases: + +* You need a file with a specific name in the build output, such as [`manifest.webmanifest`](https://developer.mozilla.org/en-US/docs/Web/Manifest). +* You have thousands of images and need to dynamically reference their paths. +* You want to include a small script like [`pace.js`](http://github.hubspot.com/pace/docs/welcome/) outside of the bundled code. +* Some library may be incompatible with Webpack and you have no other option but to include it as a `<script>` tag. + +Note that if you add a `<script>` that declares global variables, you also need to read the next section on using them. + +## Using Global Variables + +When you include a script in the HTML file that defines global variables and try to use one of these variables in the code, the linter will complain because it cannot see the definition of the variable. + +You can avoid this by reading the global variable explicitly from the `window` object, for example: + +```js +const $ = window.$; +``` + +This makes it obvious you are using a global variable intentionally rather than because of a typo. + +Alternatively, you can force the linter to ignore any line by adding `// eslint-disable-line` after it. + +## Adding Bootstrap + +You don’t have to use [React Bootstrap](https://react-bootstrap.github.io) together with React but it is a popular library for integrating Bootstrap with React apps. If you need it, you can integrate it with Create React App by following these steps: + +Install React Bootstrap and Bootstrap from npm. React Bootstrap does not include Bootstrap CSS so this needs to be installed as well: + +```sh +npm install --save react-bootstrap bootstrap@3 +``` + +Alternatively you may use `yarn`: + +```sh +yarn add react-bootstrap bootstrap@3 +``` + +Import Bootstrap CSS and optionally Bootstrap theme CSS in the beginning of your ```src/index.js``` file: + +```js +import 'bootstrap/dist/css/bootstrap.css'; +import 'bootstrap/dist/css/bootstrap-theme.css'; +// Put any other imports below so that CSS from your +// components takes precedence over default styles. +``` + +Import required React Bootstrap components within ```src/App.js``` file or your custom component files: + +```js +import { Navbar, Jumbotron, Button } from 'react-bootstrap'; +``` + +Now you are ready to use the imported React Bootstrap components within your component hierarchy defined in the render method. Here is an example [`App.js`](https://gist.githubusercontent.com/gaearon/85d8c067f6af1e56277c82d19fd4da7b/raw/6158dd991b67284e9fc8d70b9d973efe87659d72/App.js) redone using React Bootstrap. + +### Using a Custom Theme + +Sometimes you might need to tweak the visual styles of Bootstrap (or equivalent package).<br> +We suggest the following approach: + +* Create a new package that depends on the package you wish to customize, e.g. Bootstrap. +* Add the necessary build steps to tweak the theme, and publish your package on npm. +* Install your own theme npm package as a dependency of your app. + +Here is an example of adding a [customized Bootstrap](https://medium.com/@tacomanator/customizing-create-react-app-aa9ffb88165) that follows these steps. + +## Adding Flow + +Flow is a static type checker that helps you write code with fewer bugs. Check out this [introduction to using static types in JavaScript](https://medium.com/@preethikasireddy/why-use-static-types-in-javascript-part-1-8382da1e0adb) if you are new to this concept. + +Recent versions of [Flow](http://flowtype.org/) work with Create React App projects out of the box. + +To add Flow to a Create React App project, follow these steps: + +1. Run `npm install --save flow-bin` (or `yarn add flow-bin`). +2. Add `"flow": "flow"` to the `scripts` section of your `package.json`. +3. Run `npm run flow init` (or `yarn flow init`) to create a [`.flowconfig` file](https://flowtype.org/docs/advanced-configuration.html) in the root directory. +4. Add `// @flow` to any files you want to type check (for example, to `src/App.js`). + +Now you can run `npm run flow` (or `yarn flow`) to check the files for type errors. +You can optionally use an IDE like [Nuclide](https://nuclide.io/docs/languages/flow/) for a better integrated experience. +In the future we plan to integrate it into Create React App even more closely. + +To learn more about Flow, check out [its documentation](https://flowtype.org/). + +## Adding a Router + +Create React App doesn't prescribe a specific routing solution, but [React Router](https://reacttraining.com/react-router/) is the most popular one. + +To add it, run: + +```sh +npm install --save react-router-dom +``` + +Alternatively you may use `yarn`: + +```sh +yarn add react-router-dom +``` + +To try it, delete all the code in `src/App.js` and replace it with any of the examples on its website. The [Basic Example](https://reacttraining.com/react-router/web/example/basic) is a good place to get started. + +Note that [you may need to configure your production server to support client-side routing](#serving-apps-with-client-side-routing) before deploying your app. + +## Adding Custom Environment Variables + +>Note: this feature is available with `react-scripts@0.2.3` and higher. + +Your project can consume variables declared in your environment as if they were declared locally in your JS files. By +default you will have `NODE_ENV` defined for you, and any other environment variables starting with +`REACT_APP_`. + +**The environment variables are embedded during the build time**. Since Create React App produces a static HTML/CSS/JS bundle, it can’t possibly read them at runtime. To read them at runtime, you would need to load HTML into memory on the server and replace placeholders in runtime, just like [described here](#injecting-data-from-the-server-into-the-page). Alternatively you can rebuild the app on the server anytime you change them. + +>Note: You must create custom environment variables beginning with `REACT_APP_`. Any other variables except `NODE_ENV` will be ignored to avoid accidentally [exposing a private key on the machine that could have the same name](https://github.com/facebookincubator/create-react-app/issues/865#issuecomment-252199527). Changing any environment variables will require you to restart the development server if it is running. + +These environment variables will be defined for you on `process.env`. For example, having an environment +variable named `REACT_APP_SECRET_CODE` will be exposed in your JS as `process.env.REACT_APP_SECRET_CODE`. + +There is also a special built-in environment variable called `NODE_ENV`. You can read it from `process.env.NODE_ENV`. When you run `npm start`, it is always equal to `'development'`, when you run `npm test` it is always equal to `'test'`, and when you run `npm run build` to make a production bundle, it is always equal to `'production'`. **You cannot override `NODE_ENV` manually.** This prevents developers from accidentally deploying a slow development build to production. + +These environment variables can be useful for displaying information conditionally based on where the project is +deployed or consuming sensitive data that lives outside of version control. + +First, you need to have environment variables defined. For example, let’s say you wanted to consume a secret defined +in the environment inside a `<form>`: + +```jsx +render() { + return ( + <div> + <small>You are running this application in <b>{process.env.NODE_ENV}</b> mode.</small> + <form> + <input type="hidden" defaultValue={process.env.REACT_APP_SECRET_CODE} /> + </form> + </div> + ); +} +``` + +During the build, `process.env.REACT_APP_SECRET_CODE` will be replaced with the current value of the `REACT_APP_SECRET_CODE` environment variable. Remember that the `NODE_ENV` variable will be set for you automatically. + +When you load the app in the browser and inspect the `<input>`, you will see its value set to `abcdef`, and the bold text will show the environment provided when using `npm start`: + +```html +<div> + <small>You are running this application in <b>development</b> mode.</small> + <form> + <input type="hidden" value="abcdef" /> + </form> +</div> +``` + +The above form is looking for a variable called `REACT_APP_SECRET_CODE` from the environment. In order to consume this +value, we need to have it defined in the environment. This can be done using two ways: either in your shell or in +a `.env` file. Both of these ways are described in the next few sections. + +Having access to the `NODE_ENV` is also useful for performing actions conditionally: + +```js +if (process.env.NODE_ENV !== 'production') { + analytics.disable(); +} +``` + +When you compile the app with `npm run build`, the minification step will strip out this condition, and the resulting bundle will be smaller. + +### Referencing Environment Variables in the HTML + +>Note: this feature is available with `react-scripts@0.9.0` and higher. + +You can also access the environment variables starting with `REACT_APP_` in the `public/index.html`. For example: + +```html +<title>%REACT_APP_WEBSITE_NAME% +``` + +Note that the caveats from the above section apply: + +* Apart from a few built-in variables (`NODE_ENV` and `PUBLIC_URL`), variable names must start with `REACT_APP_` to work. +* The environment variables are injected at build time. If you need to inject them at runtime, [follow this approach instead](#generating-dynamic-meta-tags-on-the-server). + +### Adding Temporary Environment Variables In Your Shell + +Defining environment variables can vary between OSes. It’s also important to know that this manner is temporary for the +life of the shell session. + +#### Windows (cmd.exe) + +```cmd +set "REACT_APP_SECRET_CODE=abcdef" && npm start +``` + +(Note: Quotes around the variable assignment are required to avoid a trailing whitespace.) + +#### Windows (Powershell) + +```Powershell +($env:REACT_APP_SECRET_CODE = "abcdef") -and (npm start) +``` + +#### Linux, macOS (Bash) + +```bash +REACT_APP_SECRET_CODE=abcdef npm start +``` + +### Adding Development Environment Variables In `.env` + +>Note: this feature is available with `react-scripts@0.5.0` and higher. + +To define permanent environment variables, create a file called `.env` in the root of your project: + +``` +REACT_APP_SECRET_CODE=abcdef +``` +>Note: You must create custom environment variables beginning with `REACT_APP_`. Any other variables except `NODE_ENV` will be ignored to avoid [accidentally exposing a private key on the machine that could have the same name](https://github.com/facebookincubator/create-react-app/issues/865#issuecomment-252199527). Changing any environment variables will require you to restart the development server if it is running. + +`.env` files **should be** checked into source control (with the exclusion of `.env*.local`). + +#### What other `.env` files can be used? + +>Note: this feature is **available with `react-scripts@1.0.0` and higher**. + +* `.env`: Default. +* `.env.local`: Local overrides. **This file is loaded for all environments except test.** +* `.env.development`, `.env.test`, `.env.production`: Environment-specific settings. +* `.env.development.local`, `.env.test.local`, `.env.production.local`: Local overrides of environment-specific settings. + +Files on the left have more priority than files on the right: + +* `npm start`: `.env.development.local`, `.env.development`, `.env.local`, `.env` +* `npm run build`: `.env.production.local`, `.env.production`, `.env.local`, `.env` +* `npm test`: `.env.test.local`, `.env.test`, `.env` (note `.env.local` is missing) + +These variables will act as the defaults if the machine does not explicitly set them.
+Please refer to the [dotenv documentation](https://github.com/motdotla/dotenv) for more details. + +>Note: If you are defining environment variables for development, your CI and/or hosting platform will most likely need +these defined as well. Consult their documentation how to do this. For example, see the documentation for [Travis CI](https://docs.travis-ci.com/user/environment-variables/) or [Heroku](https://devcenter.heroku.com/articles/config-vars). + +#### Expanding Environment Variables In `.env` + +>Note: this feature is available with `react-scripts@1.1.0` and higher. + +Expand variables already on your machine for use in your `.env` file (using [dotenv-expand](https://github.com/motdotla/dotenv-expand)). + +For example, to get the environment variable `npm_package_version`: + +``` +REACT_APP_VERSION=$npm_package_version +# also works: +# REACT_APP_VERSION=${npm_package_version} +``` + +Or expand variables local to the current `.env` file: + +``` +DOMAIN=www.example.com +REACT_APP_FOO=$DOMAIN/foo +REACT_APP_BAR=$DOMAIN/bar +``` + +## Can I Use Decorators? + +Many popular libraries use [decorators](https://medium.com/google-developers/exploring-es7-decorators-76ecb65fb841) in their documentation.
+Create React App doesn’t support decorator syntax at the moment because: + +* It is an experimental proposal and is subject to change. +* The current specification version is not officially supported by Babel. +* If the specification changes, we won’t be able to write a codemod because we don’t use them internally at Facebook. + +However in many cases you can rewrite decorator-based code without decorators just as fine.
+Please refer to these two threads for reference: + +* [#214](https://github.com/facebookincubator/create-react-app/issues/214) +* [#411](https://github.com/facebookincubator/create-react-app/issues/411) + +Create React App will add decorator support when the specification advances to a stable stage. + +## Fetching Data with AJAX Requests + +React doesn't prescribe a specific approach to data fetching, but people commonly use either a library like [axios](https://github.com/axios/axios) or the [`fetch()` API](https://developer.mozilla.org/en-US/docs/Web/API/Fetch_API) provided by the browser. Conveniently, Create React App includes a polyfill for `fetch()` so you can use it without worrying about the browser support. + +The global `fetch` function allows to easily makes AJAX requests. It takes in a URL as an input and returns a `Promise` that resolves to a `Response` object. You can find more information about `fetch` [here](https://developer.mozilla.org/en-US/docs/Web/API/Fetch_API/Using_Fetch). + +This project also includes a [Promise polyfill](https://github.com/then/promise) which provides a full implementation of Promises/A+. A Promise represents the eventual result of an asynchronous operation, you can find more information about Promises [here](https://www.promisejs.org/) and [here](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Promise). Both axios and `fetch()` use Promises under the hood. You can also use the [`async / await`](https://davidwalsh.name/async-await) syntax to reduce the callback nesting. + +You can learn more about making AJAX requests from React components in [the FAQ entry on the React website](https://reactjs.org/docs/faq-ajax.html). + +## Integrating with an API Backend + +These tutorials will help you to integrate your app with an API backend running on another port, +using `fetch()` to access it. + +### Node +Check out [this tutorial](https://www.fullstackreact.com/articles/using-create-react-app-with-a-server/). +You can find the companion GitHub repository [here](https://github.com/fullstackreact/food-lookup-demo). + +### Ruby on Rails + +Check out [this tutorial](https://www.fullstackreact.com/articles/how-to-get-create-react-app-to-work-with-your-rails-api/). +You can find the companion GitHub repository [here](https://github.com/fullstackreact/food-lookup-demo-rails). + +## Proxying API Requests in Development + +>Note: this feature is available with `react-scripts@0.2.3` and higher. + +People often serve the front-end React app from the same host and port as their backend implementation.
+For example, a production setup might look like this after the app is deployed: + +``` +/ - static server returns index.html with React app +/todos - static server returns index.html with React app +/api/todos - server handles any /api/* requests using the backend implementation +``` + +Such setup is **not** required. However, if you **do** have a setup like this, it is convenient to write requests like `fetch('/api/todos')` without worrying about redirecting them to another host or port during development. + +To tell the development server to proxy any unknown requests to your API server in development, add a `proxy` field to your `package.json`, for example: + +```js + "proxy": "http://localhost:4000", +``` + +This way, when you `fetch('/api/todos')` in development, the development server will recognize that it’s not a static asset, and will proxy your request to `http://localhost:4000/api/todos` as a fallback. The development server will **only** attempt to send requests without `text/html` in its `Accept` header to the proxy. + +Conveniently, this avoids [CORS issues](http://stackoverflow.com/questions/21854516/understanding-ajax-cors-and-security-considerations) and error messages like this in development: + +``` +Fetch API cannot load http://localhost:4000/api/todos. No 'Access-Control-Allow-Origin' header is present on the requested resource. Origin 'http://localhost:3000' is therefore not allowed access. If an opaque response serves your needs, set the request's mode to 'no-cors' to fetch the resource with CORS disabled. +``` + +Keep in mind that `proxy` only has effect in development (with `npm start`), and it is up to you to ensure that URLs like `/api/todos` point to the right thing in production. You don’t have to use the `/api` prefix. Any unrecognized request without a `text/html` accept header will be redirected to the specified `proxy`. + +The `proxy` option supports HTTP, HTTPS and WebSocket connections.
+If the `proxy` option is **not** flexible enough for you, alternatively you can: + +* [Configure the proxy yourself](#configuring-the-proxy-manually) +* Enable CORS on your server ([here’s how to do it for Express](http://enable-cors.org/server_expressjs.html)). +* Use [environment variables](#adding-custom-environment-variables) to inject the right server host and port into your app. + +### "Invalid Host Header" Errors After Configuring Proxy + +When you enable the `proxy` option, you opt into a more strict set of host checks. This is necessary because leaving the backend open to remote hosts makes your computer vulnerable to DNS rebinding attacks. The issue is explained in [this article](https://medium.com/webpack/webpack-dev-server-middleware-security-issues-1489d950874a) and [this issue](https://github.com/webpack/webpack-dev-server/issues/887). + +This shouldn’t affect you when developing on `localhost`, but if you develop remotely like [described here](https://github.com/facebookincubator/create-react-app/issues/2271), you will see this error in the browser after enabling the `proxy` option: + +>Invalid Host header + +To work around it, you can specify your public development host in a file called `.env.development` in the root of your project: + +``` +HOST=mypublicdevhost.com +``` + +If you restart the development server now and load the app from the specified host, it should work. + +If you are still having issues or if you’re using a more exotic environment like a cloud editor, you can bypass the host check completely by adding a line to `.env.development.local`. **Note that this is dangerous and exposes your machine to remote code execution from malicious websites:** + +``` +# NOTE: THIS IS DANGEROUS! +# It exposes your machine to attacks from the websites you visit. +DANGEROUSLY_DISABLE_HOST_CHECK=true +``` + +We don’t recommend this approach. + +### Configuring the Proxy Manually + +>Note: this feature is available with `react-scripts@1.0.0` and higher. + +If the `proxy` option is **not** flexible enough for you, you can specify an object in the following form (in `package.json`).
+You may also specify any configuration value [`http-proxy-middleware`](https://github.com/chimurai/http-proxy-middleware#options) or [`http-proxy`](https://github.com/nodejitsu/node-http-proxy#options) supports. +```js +{ + // ... + "proxy": { + "/api": { + "target": "", + "ws": true + // ... + } + } + // ... +} +``` + +All requests matching this path will be proxies, no exceptions. This includes requests for `text/html`, which the standard `proxy` option does not proxy. + +If you need to specify multiple proxies, you may do so by specifying additional entries. +Matches are regular expressions, so that you can use a regexp to match multiple paths. +```js +{ + // ... + "proxy": { + // Matches any request starting with /api + "/api": { + "target": "", + "ws": true + // ... + }, + // Matches any request starting with /foo + "/foo": { + "target": "", + "ssl": true, + "pathRewrite": { + "^/foo": "/foo/beta" + } + // ... + }, + // Matches /bar/abc.html but not /bar/sub/def.html + "/bar/[^/]*[.]html": { + "target": "", + // ... + }, + // Matches /baz/abc.html and /baz/sub/def.html + "/baz/.*/.*[.]html": { + "target": "" + // ... + } + } + // ... +} +``` + +### Configuring a WebSocket Proxy + +When setting up a WebSocket proxy, there are a some extra considerations to be aware of. + +If you’re using a WebSocket engine like [Socket.io](https://socket.io/), you must have a Socket.io server running that you can use as the proxy target. Socket.io will not work with a standard WebSocket server. Specifically, don't expect Socket.io to work with [the websocket.org echo test](http://websocket.org/echo.html). + +There’s some good documentation available for [setting up a Socket.io server](https://socket.io/docs/). + +Standard WebSockets **will** work with a standard WebSocket server as well as the websocket.org echo test. You can use libraries like [ws](https://github.com/websockets/ws) for the server, with [native WebSockets in the browser](https://developer.mozilla.org/en-US/docs/Web/API/WebSocket). + +Either way, you can proxy WebSocket requests manually in `package.json`: + +```js +{ + // ... + "proxy": { + "/socket": { + // Your compatible WebSocket server + "target": "ws://", + // Tell http-proxy-middleware that this is a WebSocket proxy. + // Also allows you to proxy WebSocket requests without an additional HTTP request + // https://github.com/chimurai/http-proxy-middleware#external-websocket-upgrade + "ws": true + // ... + } + } + // ... +} +``` + +## Using HTTPS in Development + +>Note: this feature is available with `react-scripts@0.4.0` and higher. + +You may require the dev server to serve pages over HTTPS. One particular case where this could be useful is when using [the "proxy" feature](#proxying-api-requests-in-development) to proxy requests to an API server when that API server is itself serving HTTPS. + +To do this, set the `HTTPS` environment variable to `true`, then start the dev server as usual with `npm start`: + +#### Windows (cmd.exe) + +```cmd +set HTTPS=true&&npm start +``` + +#### Windows (Powershell) + +```Powershell +($env:HTTPS = $true) -and (npm start) +``` + +(Note: the lack of whitespace is intentional.) + +#### Linux, macOS (Bash) + +```bash +HTTPS=true npm start +``` + +Note that the server will use a self-signed certificate, so your web browser will almost definitely display a warning upon accessing the page. + +## Generating Dynamic `` Tags on the Server + +Since Create React App doesn’t support server rendering, you might be wondering how to make `` tags dynamic and reflect the current URL. To solve this, we recommend to add placeholders into the HTML, like this: + +```html + + + + + +``` + +Then, on the server, regardless of the backend you use, you can read `index.html` into memory and replace `__OG_TITLE__`, `__OG_DESCRIPTION__`, and any other placeholders with values depending on the current URL. Just make sure to sanitize and escape the interpolated values so that they are safe to embed into HTML! + +If you use a Node server, you can even share the route matching logic between the client and the server. However duplicating it also works fine in simple cases. + +## Pre-Rendering into Static HTML Files + +If you’re hosting your `build` with a static hosting provider you can use [react-snapshot](https://www.npmjs.com/package/react-snapshot) or [react-snap](https://github.com/stereobooster/react-snap) to generate HTML pages for each route, or relative link, in your application. These pages will then seamlessly become active, or “hydrated”, when the JavaScript bundle has loaded. + +There are also opportunities to use this outside of static hosting, to take the pressure off the server when generating and caching routes. + +The primary benefit of pre-rendering is that you get the core content of each page _with_ the HTML payload—regardless of whether or not your JavaScript bundle successfully downloads. It also increases the likelihood that each route of your application will be picked up by search engines. + +You can read more about [zero-configuration pre-rendering (also called snapshotting) here](https://medium.com/superhighfives/an-almost-static-stack-6df0a2791319). + +## Injecting Data from the Server into the Page + +Similarly to the previous section, you can leave some placeholders in the HTML that inject global variables, for example: + +```js + + + + +``` + +Then, on the server, you can replace `__SERVER_DATA__` with a JSON of real data right before sending the response. The client code can then read `window.SERVER_DATA` to use it. **Make sure to [sanitize the JSON before sending it to the client](https://medium.com/node-security/the-most-common-xss-vulnerability-in-react-js-applications-2bdffbcc1fa0) as it makes your app vulnerable to XSS attacks.** + +## Running Tests + +>Note: this feature is available with `react-scripts@0.3.0` and higher.
+>[Read the migration guide to learn how to enable it in older projects!](https://github.com/facebookincubator/create-react-app/blob/master/CHANGELOG.md#migrating-from-023-to-030) + +Create React App uses [Jest](https://facebook.github.io/jest/) as its test runner. To prepare for this integration, we did a [major revamp](https://facebook.github.io/jest/blog/2016/09/01/jest-15.html) of Jest so if you heard bad things about it years ago, give it another try. + +Jest is a Node-based runner. This means that the tests always run in a Node environment and not in a real browser. This lets us enable fast iteration speed and prevent flakiness. + +While Jest provides browser globals such as `window` thanks to [jsdom](https://github.com/tmpvar/jsdom), they are only approximations of the real browser behavior. Jest is intended to be used for unit tests of your logic and your components rather than the DOM quirks. + +We recommend that you use a separate tool for browser end-to-end tests if you need them. They are beyond the scope of Create React App. + +### Filename Conventions + +Jest will look for test files with any of the following popular naming conventions: + +* Files with `.js` suffix in `__tests__` folders. +* Files with `.test.js` suffix. +* Files with `.spec.js` suffix. + +The `.test.js` / `.spec.js` files (or the `__tests__` folders) can be located at any depth under the `src` top level folder. + +We recommend to put the test files (or `__tests__` folders) next to the code they are testing so that relative imports appear shorter. For example, if `App.test.js` and `App.js` are in the same folder, the test just needs to `import App from './App'` instead of a long relative path. Colocation also helps find tests more quickly in larger projects. + +### Command Line Interface + +When you run `npm test`, Jest will launch in the watch mode. Every time you save a file, it will re-run the tests, just like `npm start` recompiles the code. + +The watcher includes an interactive command-line interface with the ability to run all tests, or focus on a search pattern. It is designed this way so that you can keep it open and enjoy fast re-runs. You can learn the commands from the “Watch Usage” note that the watcher prints after every run: + +![Jest watch mode](http://facebook.github.io/jest/img/blog/15-watch.gif) + +### Version Control Integration + +By default, when you run `npm test`, Jest will only run the tests related to files changed since the last commit. This is an optimization designed to make your tests run fast regardless of how many tests you have. However it assumes that you don’t often commit the code that doesn’t pass the tests. + +Jest will always explicitly mention that it only ran tests related to the files changed since the last commit. You can also press `a` in the watch mode to force Jest to run all tests. + +Jest will always run all tests on a [continuous integration](#continuous-integration) server or if the project is not inside a Git or Mercurial repository. + +### Writing Tests + +To create tests, add `it()` (or `test()`) blocks with the name of the test and its code. You may optionally wrap them in `describe()` blocks for logical grouping but this is neither required nor recommended. + +Jest provides a built-in `expect()` global function for making assertions. A basic test could look like this: + +```js +import sum from './sum'; + +it('sums numbers', () => { + expect(sum(1, 2)).toEqual(3); + expect(sum(2, 2)).toEqual(4); +}); +``` + +All `expect()` matchers supported by Jest are [extensively documented here](https://facebook.github.io/jest/docs/en/expect.html#content).
+You can also use [`jest.fn()` and `expect(fn).toBeCalled()`](https://facebook.github.io/jest/docs/en/expect.html#tohavebeencalled) to create “spies” or mock functions. + +### Testing Components + +There is a broad spectrum of component testing techniques. They range from a “smoke test” verifying that a component renders without throwing, to shallow rendering and testing some of the output, to full rendering and testing component lifecycle and state changes. + +Different projects choose different testing tradeoffs based on how often components change, and how much logic they contain. If you haven’t decided on a testing strategy yet, we recommend that you start with creating simple smoke tests for your components: + +```js +import React from 'react'; +import ReactDOM from 'react-dom'; +import App from './App'; + +it('renders without crashing', () => { + const div = document.createElement('div'); + ReactDOM.render(, div); +}); +``` + +This test mounts a component and makes sure that it didn’t throw during rendering. Tests like this provide a lot of value with very little effort so they are great as a starting point, and this is the test you will find in `src/App.test.js`. + +When you encounter bugs caused by changing components, you will gain a deeper insight into which parts of them are worth testing in your application. This might be a good time to introduce more specific tests asserting specific expected output or behavior. + +If you’d like to test components in isolation from the child components they render, we recommend using [`shallow()` rendering API](http://airbnb.io/enzyme/docs/api/shallow.html) from [Enzyme](http://airbnb.io/enzyme/). To install it, run: + +```sh +npm install --save enzyme enzyme-adapter-react-16 react-test-renderer +``` + +Alternatively you may use `yarn`: + +```sh +yarn add enzyme enzyme-adapter-react-16 react-test-renderer +``` + +As of Enzyme 3, you will need to install Enzyme along with an Adapter corresponding to the version of React you are using. (The examples above use the adapter for React 16.) + +The adapter will also need to be configured in your [global setup file](#initializing-test-environment): + +#### `src/setupTests.js` +```js +import { configure } from 'enzyme'; +import Adapter from 'enzyme-adapter-react-16'; + +configure({ adapter: new Adapter() }); +``` + +>Note: Keep in mind that if you decide to "eject" before creating `src/setupTests.js`, the resulting `package.json` file won't contain any reference to it. [Read here](#initializing-test-environment) to learn how to add this after ejecting. + +Now you can write a smoke test with it: + +```js +import React from 'react'; +import { shallow } from 'enzyme'; +import App from './App'; + +it('renders without crashing', () => { + shallow(); +}); +``` + +Unlike the previous smoke test using `ReactDOM.render()`, this test only renders `` and doesn’t go deeper. For example, even if `` itself renders a ` + ); + } + return ( + + ); + }); +}); + +function TeamColumn({$team}) { + const isCurrent = useStore($team.isCurrent) + const name = useStore($team.name) + const mistakes = useStore($team.mistakes) + const score = useStore($team.score) + return ( +
+
+
$team.currentTeamIdUpdated()}>Команда: {name}
+ {['', '', ''] + .map((_, i) => (i < mistakes ? 'X' : '')) + .map(x => ( + + ))} +
Очки: {score}
+
+
+ ) +} + +function App() { + const previews = useStore($answerPreviews); + const question = useStore($question); + const hasNextRound = useStore($hasNextRound); + const password = useStore($password); + const isCorrectPassword = useStore($isCorrectPassword); + return ( +
+
+ passwordChanged(e.target.value)}/> +
+ {isCorrectPassword &&
+

Вопрос: {question}

+
+ +
+ {previews.map((x, i) => x)} +
+ +
+ +
+ } +
+ ); +} + +/* Function to add style element */ + +function addStyle(styles) { + /* Create style document */ + + var css = document.createElement('style') + css.type = 'text/css' + + if (css.styleSheet) css.styleSheet.cssText = styles + else css.appendChild(document.createTextNode(styles)) + + /* Append style to the tag name */ + + document.getElementsByTagName('head')[0].appendChild(css) +} + +addStyle(` + .game { + display: flex; + flex-flow: column; + align-items: center; + width: 100%; + margin: 10% auto; + max-width: 1000px; + } + .wrapper { + display:flex; + flex-flow: row; + align-items: center; + justify-content: space-around; + width: 100%; + } + .red { + display: block; + border: 0px; + margin-bottom: 20px; + width: 50px; + height: 50px; + background-color: rgb(216, 71, 42); + border-radius: 5px; + color: white; + font-size: 20pt; + } + .column { + display: flex; + flex-flow: column; + align-items: center; + } + .column div { + margin-bottom: 20px; + } + .text { + border: 0px; + cursor: pointer; + margin-bottom: 10px; + display: block; + height: 60px; + line-height: 40px; + vertical-align: middle; + width: 500px; + text-align: center; + background-color: rgb(254, 202, 67); + border-radius: 5px; + } + .next { + border: 0px; + cursor: pointer; + margin-top: 50px; + display: block; + height: 60px; + line-height: 40px; + vertical-align: middle; + width: 500px; + text-align: center; + background-color: lightgray; + border-radius: 5px; + } + .hint { + opacity: 0.2; + } + .next:disabled { + opacity: 0.5; + } + .text:hover { + background-color: rgb(254, 232, 67); + } + .team { + padding: 10px; + border: 2px solid white; + } + .team:hover { + cursor: pointer; + } + .active { + border: 2px solid gray; + border-radius: 10px; + } + .big { + font-size: 20pt; + } + .first { + border-left: 10px solid green; + } + .second { + border-right: 10px solid green; + } +`) +ReactDOM.render(, document.getElementById('root')) diff --git a/quiz/code/webpack.config.js b/quiz/code/webpack.config.js new file mode 100644 index 0000000..45b5372 --- /dev/null +++ b/quiz/code/webpack.config.js @@ -0,0 +1,29 @@ +const path = require('path'); + +module.exports = { + entry: path.resolve(__dirname, './src/index.js'), + module: { + rules: [ + { + test: /\.(js|jsx)$/, + exclude: /node_modules/, + use: ['babel-loader'], + }, + ], + }, + resolve: { + extensions: ['*', '.js', '.jsx'], + fallback: { + crypto: require.resolve("crypto-browserify"), + stream: require.resolve("stream-browserify"), + buffer: require.resolve("buffer/") + } + }, + optimization: { + // minimize: false + }, + output: { + path: path.resolve(__dirname, './dist'), + filename: 'bundle.js', + } +}; diff --git a/quiz/index.html b/quiz/index.html new file mode 100644 index 0000000..3f2ee28 --- /dev/null +++ b/quiz/index.html @@ -0,0 +1,9 @@ + + + + + +
+ + + diff --git a/static/css/main.48023f79.css b/static/css/main.48023f79.css new file mode 100644 index 0000000..9b1bf07 --- /dev/null +++ b/static/css/main.48023f79.css @@ -0,0 +1,2 @@ +.external-container{margin-top:10%;margin-left:30%}.calendar-container{width:40%;text-align:center}.date-number{font-size:120pt}.date-caption,.date-number{font-family:Arial,sans-serif}.date-caption{font-size:35pt;font-weight:700}.important{color:#fa2363}.separator{margin:32pt 0;display:block;height:6pt;background:url(data:image/png;base64,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) no-repeat top;background-size:contain}.celebration{height:70pt;line-height:70pt}.date-advice{font-family:Arial,serif;font-style:italic} +/*# sourceMappingURL=main.48023f79.css.map*/ \ No newline at end of file diff --git a/static/css/main.48023f79.css.map b/static/css/main.48023f79.css.map new file mode 100644 index 0000000..2b3bfcf --- /dev/null +++ b/static/css/main.48023f79.css.map @@ -0,0 +1 @@ +{"version":3,"sources":["calendar.css"],"names":[],"mappings":"AAAA,oBACC,eACA,eAAiB,CAElB,oBACC,UACA,iBAAmB,CAMpB,aAEC,eAAiB,CAGlB,2BAJC,4BAAiC,CAQjC,cAFA,eACA,eAAkB,CAGnB,WACC,aAAe,CAGhB,WACC,cACA,cACA,WACG,uDACH,uBAAyB,CAG1B,aACC,YACA,gBAAkB,CAGnB,aACC,wBACA,iBAAmB,CACnB","file":"static/css/main.48023f79.css","sourcesContent":[".external-container {\n\tmargin-top: 10%;\n\tmargin-left: 30%;\n}\n.calendar-container {\n\twidth: 40%;\n\ttext-align: center;\n}\n\n.date-container {\n}\n\n.date-number {\n\tfont-family: \"Arial\", sans-serif;\n\tfont-size: 120pt;\n}\n\n.date-caption 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getter);\n/******/ \t\treturn getter;\n/******/ \t};\n/******/\n/******/ \t// Object.prototype.hasOwnProperty.call\n/******/ \t__webpack_require__.o = function(object, property) { return Object.prototype.hasOwnProperty.call(object, property); };\n/******/\n/******/ \t// __webpack_public_path__\n/******/ \t__webpack_require__.p = \"/\";\n/******/\n/******/ \t// Load entry module and return exports\n/******/ \treturn __webpack_require__(__webpack_require__.s = 3);\n/******/ })\n/************************************************************************/\n/******/ ([\n/* 0 */\n/***/ (function(module, exports, __webpack_require__) {\n\n\"use strict\";\n\n\nif (true) {\n module.exports = __webpack_require__(11);\n} else {\n module.exports = require('./cjs/react.development.js');\n}\n\n\n/***/ }),\n/* 1 */\n/***/ (function(module, exports, __webpack_require__) {\n\n\"use strict\";\n/*\nobject-assign\n(c) Sindre Sorhus\n@license MIT\n*/\n\n\n/* eslint-disable no-unused-vars */\nvar getOwnPropertySymbols = Object.getOwnPropertySymbols;\nvar hasOwnProperty = Object.prototype.hasOwnProperty;\nvar propIsEnumerable = Object.prototype.propertyIsEnumerable;\n\nfunction toObject(val) {\n\tif (val === null || val === undefined) {\n\t\tthrow new TypeError('Object.assign cannot be called with null or undefined');\n\t}\n\n\treturn Object(val);\n}\n\nfunction shouldUseNative() {\n\ttry {\n\t\tif (!Object.assign) {\n\t\t\treturn false;\n\t\t}\n\n\t\t// Detect buggy property enumeration order in older V8 versions.\n\n\t\t// https://bugs.chromium.org/p/v8/issues/detail?id=4118\n\t\tvar test1 = new String('abc'); // eslint-disable-line no-new-wrappers\n\t\ttest1[5] = 'de';\n\t\tif (Object.getOwnPropertyNames(test1)[0] === '5') {\n\t\t\treturn false;\n\t\t}\n\n\t\t// https://bugs.chromium.org/p/v8/issues/detail?id=3056\n\t\tvar test2 = {};\n\t\tfor (var i = 0; i < 10; i++) {\n\t\t\ttest2['_' + String.fromCharCode(i)] = i;\n\t\t}\n\t\tvar order2 = Object.getOwnPropertyNames(test2).map(function (n) {\n\t\t\treturn test2[n];\n\t\t});\n\t\tif (order2.join('') !== '0123456789') {\n\t\t\treturn false;\n\t\t}\n\n\t\t// https://bugs.chromium.org/p/v8/issues/detail?id=3056\n\t\tvar test3 = {};\n\t\t'abcdefghijklmnopqrst'.split('').forEach(function (letter) {\n\t\t\ttest3[letter] = letter;\n\t\t});\n\t\tif (Object.keys(Object.assign({}, test3)).join('') !==\n\t\t\t\t'abcdefghijklmnopqrst') {\n\t\t\treturn false;\n\t\t}\n\n\t\treturn true;\n\t} catch (err) {\n\t\t// We don't expect any of the above to throw, but better to be safe.\n\t\treturn false;\n\t}\n}\n\nmodule.exports = shouldUseNative() ? Object.assign : function (target, source) {\n\tvar from;\n\tvar to = toObject(target);\n\tvar symbols;\n\n\tfor (var s = 1; s < arguments.length; s++) {\n\t\tfrom = Object(arguments[s]);\n\n\t\tfor (var key in from) {\n\t\t\tif (hasOwnProperty.call(from, key)) {\n\t\t\t\tto[key] = from[key];\n\t\t\t}\n\t\t}\n\n\t\tif (getOwnPropertySymbols) {\n\t\t\tsymbols = getOwnPropertySymbols(from);\n\t\t\tfor (var i = 0; i < symbols.length; i++) {\n\t\t\t\tif (propIsEnumerable.call(from, symbols[i])) {\n\t\t\t\t\tto[symbols[i]] = from[symbols[i]];\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}\n\n\treturn to;\n};\n\n\n/***/ }),\n/* 2 */\n/***/ (function(module, exports, __webpack_require__) {\n\n\"use strict\";\n\n\nvar asap = __webpack_require__(6);\n\nfunction noop() {}\n\n// States:\n//\n// 0 - pending\n// 1 - fulfilled with _value\n// 2 - rejected with _value\n// 3 - adopted the state of another promise, _value\n//\n// once the state is no longer pending (0) it is immutable\n\n// All `_` prefixed properties will be reduced to `_{random number}`\n// at build time to obfuscate them and discourage their use.\n// We don't use symbols or Object.defineProperty to fully hide them\n// because the performance isn't good enough.\n\n\n// to avoid using try/catch inside critical functions, we\n// extract them to here.\nvar LAST_ERROR = null;\nvar IS_ERROR = {};\nfunction getThen(obj) {\n try {\n return obj.then;\n } catch (ex) {\n LAST_ERROR = ex;\n return IS_ERROR;\n }\n}\n\nfunction tryCallOne(fn, a) {\n try {\n return fn(a);\n } catch (ex) {\n LAST_ERROR = ex;\n return IS_ERROR;\n }\n}\nfunction tryCallTwo(fn, a, b) {\n try {\n fn(a, b);\n } catch (ex) {\n LAST_ERROR = ex;\n return IS_ERROR;\n }\n}\n\nmodule.exports = Promise;\n\nfunction Promise(fn) {\n if (typeof this !== 'object') {\n throw new TypeError('Promises must be constructed via new');\n }\n if (typeof fn !== 'function') {\n throw new TypeError('Promise constructor\\'s argument is not a function');\n }\n this._75 = 0;\n this._83 = 0;\n this._18 = null;\n this._38 = null;\n if (fn === noop) return;\n doResolve(fn, this);\n}\nPromise._47 = null;\nPromise._71 = null;\nPromise._44 = noop;\n\nPromise.prototype.then = function(onFulfilled, onRejected) {\n if (this.constructor !== Promise) {\n return safeThen(this, onFulfilled, onRejected);\n }\n var res = new Promise(noop);\n handle(this, new Handler(onFulfilled, onRejected, res));\n return res;\n};\n\nfunction safeThen(self, onFulfilled, onRejected) {\n return new self.constructor(function (resolve, reject) {\n var res = new Promise(noop);\n res.then(resolve, reject);\n handle(self, new Handler(onFulfilled, onRejected, res));\n });\n}\nfunction handle(self, deferred) {\n while (self._83 === 3) {\n self = self._18;\n }\n if (Promise._47) {\n Promise._47(self);\n }\n if (self._83 === 0) {\n if (self._75 === 0) {\n self._75 = 1;\n self._38 = deferred;\n return;\n }\n if (self._75 === 1) {\n self._75 = 2;\n self._38 = [self._38, deferred];\n return;\n }\n self._38.push(deferred);\n return;\n }\n handleResolved(self, deferred);\n}\n\nfunction handleResolved(self, deferred) {\n asap(function() {\n var cb = self._83 === 1 ? deferred.onFulfilled : deferred.onRejected;\n if (cb === null) {\n if (self._83 === 1) {\n resolve(deferred.promise, self._18);\n } else {\n reject(deferred.promise, self._18);\n }\n return;\n }\n var ret = tryCallOne(cb, self._18);\n if (ret === IS_ERROR) {\n reject(deferred.promise, LAST_ERROR);\n } else {\n resolve(deferred.promise, ret);\n }\n });\n}\nfunction resolve(self, newValue) {\n // Promise Resolution Procedure: https://github.com/promises-aplus/promises-spec#the-promise-resolution-procedure\n if (newValue === self) {\n return reject(\n self,\n new TypeError('A promise cannot be resolved with itself.')\n );\n }\n if (\n newValue &&\n (typeof newValue === 'object' || typeof newValue === 'function')\n ) {\n var then = getThen(newValue);\n if (then === IS_ERROR) {\n return reject(self, LAST_ERROR);\n }\n if (\n then === self.then &&\n newValue instanceof Promise\n ) {\n self._83 = 3;\n self._18 = newValue;\n finale(self);\n return;\n } else if (typeof then === 'function') {\n doResolve(then.bind(newValue), self);\n return;\n }\n }\n self._83 = 1;\n self._18 = newValue;\n finale(self);\n}\n\nfunction reject(self, newValue) {\n self._83 = 2;\n self._18 = newValue;\n if (Promise._71) {\n Promise._71(self, newValue);\n }\n finale(self);\n}\nfunction finale(self) {\n if (self._75 === 1) {\n handle(self, self._38);\n self._38 = null;\n }\n if (self._75 === 2) {\n for (var i = 0; i < self._38.length; i++) {\n handle(self, self._38[i]);\n }\n self._38 = null;\n }\n}\n\nfunction Handler(onFulfilled, onRejected, promise){\n this.onFulfilled = typeof onFulfilled === 'function' ? onFulfilled : null;\n this.onRejected = typeof onRejected === 'function' ? onRejected : null;\n this.promise = promise;\n}\n\n/**\n * Take a potentially misbehaving resolver function and make sure\n * onFulfilled and onRejected are only called once.\n *\n * Makes no guarantees about asynchrony.\n */\nfunction doResolve(fn, promise) {\n var done = false;\n var res = tryCallTwo(fn, function (value) {\n if (done) return;\n done = true;\n resolve(promise, value);\n }, function (reason) {\n if (done) return;\n done = true;\n reject(promise, reason);\n });\n if (!done && res === IS_ERROR) {\n done = true;\n reject(promise, LAST_ERROR);\n }\n}\n\n\n/***/ }),\n/* 3 */\n/***/ (function(module, exports, __webpack_require__) {\n\n__webpack_require__(4);\nmodule.exports = __webpack_require__(10);\n\n\n/***/ }),\n/* 4 */\n/***/ (function(module, exports, __webpack_require__) {\n\n\"use strict\";\n// @remove-on-eject-begin\n/**\n * Copyright (c) 2015-present, Facebook, Inc.\n *\n * This source code is licensed under the MIT license found in the\n * LICENSE file in the root directory of this source tree.\n */\n// @remove-on-eject-end\n\n\nif (typeof Promise === 'undefined') {\n // Rejection tracking prevents a common issue where React gets into an\n // inconsistent state due to an error, but it gets swallowed by a Promise,\n // and the user has no idea what causes React's erratic future behavior.\n __webpack_require__(5).enable();\n window.Promise = __webpack_require__(8);\n}\n\n// fetch() polyfill for making API calls.\n__webpack_require__(9);\n\n// Object.assign() is commonly used with React.\n// It will use the native implementation if it's present and isn't buggy.\nObject.assign = __webpack_require__(1);\n\n// In tests, polyfill requestAnimationFrame since jsdom doesn't provide it yet.\n// We don't polyfill it in the browser--this is user's responsibility.\nif (false) {\n require('raf').polyfill(global);\n}\n\n\n/***/ }),\n/* 5 */\n/***/ (function(module, exports, __webpack_require__) {\n\n\"use strict\";\n\n\nvar Promise = __webpack_require__(2);\n\nvar DEFAULT_WHITELIST = [\n ReferenceError,\n TypeError,\n RangeError\n];\n\nvar enabled = false;\nexports.disable = disable;\nfunction disable() {\n enabled = false;\n Promise._47 = null;\n Promise._71 = null;\n}\n\nexports.enable = enable;\nfunction enable(options) {\n options = options || {};\n if (enabled) disable();\n enabled = true;\n var id = 0;\n var displayId = 0;\n var rejections = {};\n Promise._47 = function (promise) {\n if (\n promise._83 === 2 && // IS REJECTED\n rejections[promise._56]\n ) {\n if (rejections[promise._56].logged) {\n onHandled(promise._56);\n } else {\n clearTimeout(rejections[promise._56].timeout);\n }\n delete rejections[promise._56];\n }\n };\n Promise._71 = function (promise, err) {\n if (promise._75 === 0) { // not yet handled\n promise._56 = id++;\n rejections[promise._56] = {\n displayId: null,\n error: err,\n timeout: setTimeout(\n onUnhandled.bind(null, promise._56),\n // For reference errors and type errors, this almost always\n // means the programmer made a mistake, so log them after just\n // 100ms\n // otherwise, wait 2 seconds to see if they get handled\n matchWhitelist(err, DEFAULT_WHITELIST)\n ? 100\n : 2000\n ),\n logged: false\n };\n }\n };\n function onUnhandled(id) {\n if (\n options.allRejections ||\n matchWhitelist(\n rejections[id].error,\n options.whitelist || DEFAULT_WHITELIST\n )\n ) {\n rejections[id].displayId = displayId++;\n if (options.onUnhandled) {\n rejections[id].logged = true;\n options.onUnhandled(\n rejections[id].displayId,\n rejections[id].error\n );\n } else {\n rejections[id].logged = true;\n logError(\n rejections[id].displayId,\n rejections[id].error\n );\n }\n }\n }\n function onHandled(id) {\n if (rejections[id].logged) {\n if (options.onHandled) {\n options.onHandled(rejections[id].displayId, rejections[id].error);\n } else if (!rejections[id].onUnhandled) {\n console.warn(\n 'Promise Rejection Handled (id: ' + rejections[id].displayId + '):'\n );\n console.warn(\n ' This means you can ignore any previous messages of the form \"Possible Unhandled Promise Rejection\" with id ' +\n rejections[id].displayId + '.'\n );\n }\n }\n }\n}\n\nfunction logError(id, error) {\n console.warn('Possible Unhandled Promise Rejection (id: ' + id + '):');\n var errStr = (error && (error.stack || error)) + '';\n errStr.split('\\n').forEach(function (line) {\n console.warn(' ' + line);\n });\n}\n\nfunction matchWhitelist(error, list) {\n return list.some(function (cls) {\n return error instanceof cls;\n });\n}\n\n/***/ }),\n/* 6 */\n/***/ (function(module, exports, __webpack_require__) {\n\n\"use strict\";\n/* WEBPACK VAR INJECTION */(function(global) {\n\n// Use the fastest means possible to execute a task in its own turn, with\n// priority over other events including IO, animation, reflow, and redraw\n// events in browsers.\n//\n// An exception thrown by a task will permanently interrupt the processing of\n// subsequent tasks. The higher level `asap` function ensures that if an\n// exception is thrown by a task, that the task queue will continue flushing as\n// soon as possible, but if you use `rawAsap` directly, you are responsible to\n// either ensure that no exceptions are thrown from your task, or to manually\n// call `rawAsap.requestFlush` if an exception is thrown.\nmodule.exports = rawAsap;\nfunction rawAsap(task) {\n if (!queue.length) {\n requestFlush();\n flushing = true;\n }\n // Equivalent to push, but avoids a function call.\n queue[queue.length] = task;\n}\n\nvar queue = [];\n// Once a flush has been requested, no further calls to `requestFlush` are\n// necessary until the next `flush` completes.\nvar flushing = false;\n// `requestFlush` is an implementation-specific method that attempts to kick\n// off a `flush` event as quickly as possible. `flush` will attempt to exhaust\n// the event queue before yielding to the browser's own event loop.\nvar requestFlush;\n// The position of the next task to execute in the task queue. This is\n// preserved between calls to `flush` so that it can be resumed if\n// a task throws an exception.\nvar index = 0;\n// If a task schedules additional tasks recursively, the task queue can grow\n// unbounded. To prevent memory exhaustion, the task queue will periodically\n// truncate already-completed tasks.\nvar capacity = 1024;\n\n// The flush function processes all tasks that have been scheduled with\n// `rawAsap` unless and until one of those tasks throws an exception.\n// If a task throws an exception, `flush` ensures that its state will remain\n// consistent and will resume where it left off when called again.\n// However, `flush` does not make any arrangements to be called again if an\n// exception is thrown.\nfunction flush() {\n while (index < queue.length) {\n var currentIndex = index;\n // Advance the index before calling the task. This ensures that we will\n // begin flushing on the next task the task throws an error.\n index = index + 1;\n queue[currentIndex].call();\n // Prevent leaking memory for long chains of recursive calls to `asap`.\n // If we call `asap` within tasks scheduled by `asap`, the queue will\n // grow, but to avoid an O(n) walk for every task we execute, we don't\n // shift tasks off the queue after they have been executed.\n // Instead, we periodically shift 1024 tasks off the queue.\n if (index > capacity) {\n // Manually shift all values starting at the index back to the\n // beginning of the queue.\n for (var scan = 0, newLength = queue.length - index; scan < newLength; scan++) {\n queue[scan] = queue[scan + index];\n }\n queue.length -= index;\n index = 0;\n }\n }\n queue.length = 0;\n index = 0;\n flushing = false;\n}\n\n// `requestFlush` is implemented using a strategy based on data collected from\n// every available SauceLabs Selenium web driver worker at time of writing.\n// https://docs.google.com/spreadsheets/d/1mG-5UYGup5qxGdEMWkhP6BWCz053NUb2E1QoUTU16uA/edit#gid=783724593\n\n// Safari 6 and 6.1 for desktop, iPad, and iPhone are the only browsers that\n// have WebKitMutationObserver but not un-prefixed MutationObserver.\n// Must use `global` or `self` instead of `window` to work in both frames and web\n// workers. `global` is a provision of Browserify, Mr, Mrs, or Mop.\n\n/* globals self */\nvar scope = typeof global !== \"undefined\" ? global : self;\nvar BrowserMutationObserver = scope.MutationObserver || scope.WebKitMutationObserver;\n\n// MutationObservers are desirable because they have high priority and work\n// reliably everywhere they are implemented.\n// They are implemented in all modern browsers.\n//\n// - Android 4-4.3\n// - Chrome 26-34\n// - Firefox 14-29\n// - Internet Explorer 11\n// - iPad Safari 6-7.1\n// - iPhone Safari 7-7.1\n// - Safari 6-7\nif (typeof BrowserMutationObserver === \"function\") {\n requestFlush = makeRequestCallFromMutationObserver(flush);\n\n// MessageChannels are desirable because they give direct access to the HTML\n// task queue, are implemented in Internet Explorer 10, Safari 5.0-1, and Opera\n// 11-12, and in web workers in many engines.\n// Although message channels yield to any queued rendering and IO tasks, they\n// would be better than imposing the 4ms delay of timers.\n// However, they do not work reliably in Internet Explorer or Safari.\n\n// Internet Explorer 10 is the only browser that has setImmediate but does\n// not have MutationObservers.\n// Although setImmediate yields to the browser's renderer, it would be\n// preferrable to falling back to setTimeout since it does not have\n// the minimum 4ms penalty.\n// Unfortunately there appears to be a bug in Internet Explorer 10 Mobile (and\n// Desktop to a lesser extent) that renders both setImmediate and\n// MessageChannel useless for the purposes of ASAP.\n// https://github.com/kriskowal/q/issues/396\n\n// Timers are implemented universally.\n// We fall back to timers in workers in most engines, and in foreground\n// contexts in the following browsers.\n// However, note that even this simple case requires nuances to operate in a\n// broad spectrum of browsers.\n//\n// - Firefox 3-13\n// - Internet Explorer 6-9\n// - iPad Safari 4.3\n// - Lynx 2.8.7\n} else {\n requestFlush = makeRequestCallFromTimer(flush);\n}\n\n// `requestFlush` requests that the high priority event queue be flushed as\n// soon as possible.\n// This is useful to prevent an error thrown in a task from stalling the event\n// queue if the exception handled by Node.js’s\n// `process.on(\"uncaughtException\")` or by a domain.\nrawAsap.requestFlush = requestFlush;\n\n// To request a high priority event, we induce a mutation observer by toggling\n// the text of a text node between \"1\" and \"-1\".\nfunction makeRequestCallFromMutationObserver(callback) {\n var toggle = 1;\n var observer = new BrowserMutationObserver(callback);\n var node = document.createTextNode(\"\");\n observer.observe(node, {characterData: true});\n return function requestCall() {\n toggle = -toggle;\n node.data = toggle;\n };\n}\n\n// The message channel technique was discovered by Malte Ubl and was the\n// original foundation for this library.\n// http://www.nonblocking.io/2011/06/windownexttick.html\n\n// Safari 6.0.5 (at least) intermittently fails to create message ports on a\n// page's first load. Thankfully, this version of Safari supports\n// MutationObservers, so we don't need to fall back in that case.\n\n// function makeRequestCallFromMessageChannel(callback) {\n// var channel = new MessageChannel();\n// channel.port1.onmessage = callback;\n// return function requestCall() {\n// channel.port2.postMessage(0);\n// };\n// }\n\n// For reasons explained above, we are also unable to use `setImmediate`\n// under any circumstances.\n// Even if we were, there is another bug in Internet Explorer 10.\n// It is not sufficient to assign `setImmediate` to `requestFlush` because\n// `setImmediate` must be called *by name* and therefore must be wrapped in a\n// closure.\n// Never forget.\n\n// function makeRequestCallFromSetImmediate(callback) {\n// return function requestCall() {\n// setImmediate(callback);\n// };\n// }\n\n// Safari 6.0 has a problem where timers will get lost while the user is\n// scrolling. This problem does not impact ASAP because Safari 6.0 supports\n// mutation observers, so that implementation is used instead.\n// However, if we ever elect to use timers in Safari, the prevalent work-around\n// is to add a scroll event listener that calls for a flush.\n\n// `setTimeout` does not call the passed callback if the delay is less than\n// approximately 7 in web workers in Firefox 8 through 18, and sometimes not\n// even then.\n\nfunction makeRequestCallFromTimer(callback) {\n return function requestCall() {\n // We dispatch a timeout with a specified delay of 0 for engines that\n // can reliably accommodate that request. This will usually be snapped\n // to a 4 milisecond delay, but once we're flushing, there's no delay\n // between events.\n var timeoutHandle = setTimeout(handleTimer, 0);\n // However, since this timer gets frequently dropped in Firefox\n // workers, we enlist an interval handle that will try to fire\n // an event 20 times per second until it succeeds.\n var intervalHandle = setInterval(handleTimer, 50);\n\n function handleTimer() {\n // Whichever timer succeeds will cancel both timers and\n // execute the callback.\n clearTimeout(timeoutHandle);\n clearInterval(intervalHandle);\n callback();\n }\n };\n}\n\n// This is for `asap.js` only.\n// Its name will be periodically randomized to break any code that depends on\n// its existence.\nrawAsap.makeRequestCallFromTimer = makeRequestCallFromTimer;\n\n// ASAP was originally a nextTick shim included in Q. This was factored out\n// into this ASAP package. It was later adapted to RSVP which made further\n// amendments. These decisions, particularly to marginalize MessageChannel and\n// to capture the MutationObserver implementation in a closure, were integrated\n// back into ASAP proper.\n// https://github.com/tildeio/rsvp.js/blob/cddf7232546a9cf858524b75cde6f9edf72620a7/lib/rsvp/asap.js\n\n/* WEBPACK VAR INJECTION */}.call(exports, __webpack_require__(7)))\n\n/***/ }),\n/* 7 */\n/***/ (function(module, exports) {\n\nvar g;\n\n// This works in non-strict mode\ng = (function() {\n\treturn this;\n})();\n\ntry {\n\t// This works if eval is allowed (see CSP)\n\tg = g || Function(\"return this\")() || (1,eval)(\"this\");\n} catch(e) {\n\t// This works if the window reference is available\n\tif(typeof window === \"object\")\n\t\tg = window;\n}\n\n// g can still be undefined, but nothing to do about it...\n// We return undefined, instead of nothing here, so it's\n// easier to handle this case. if(!global) { ...}\n\nmodule.exports = g;\n\n\n/***/ }),\n/* 8 */\n/***/ (function(module, exports, __webpack_require__) {\n\n\"use strict\";\n\n\n//This file contains the ES6 extensions to the core Promises/A+ API\n\nvar Promise = __webpack_require__(2);\n\nmodule.exports = Promise;\n\n/* Static Functions */\n\nvar TRUE = valuePromise(true);\nvar FALSE = valuePromise(false);\nvar NULL = valuePromise(null);\nvar UNDEFINED = valuePromise(undefined);\nvar ZERO = valuePromise(0);\nvar EMPTYSTRING = valuePromise('');\n\nfunction valuePromise(value) {\n var p = new Promise(Promise._44);\n p._83 = 1;\n p._18 = value;\n return p;\n}\nPromise.resolve = function (value) {\n if (value instanceof Promise) return value;\n\n if (value === null) return NULL;\n if (value === undefined) return UNDEFINED;\n if (value === true) return TRUE;\n if (value === false) return FALSE;\n if (value === 0) return ZERO;\n if (value === '') return EMPTYSTRING;\n\n if (typeof value === 'object' || typeof value === 'function') {\n try {\n var then = value.then;\n if (typeof then === 'function') {\n return new Promise(then.bind(value));\n }\n } catch (ex) {\n return new Promise(function (resolve, reject) {\n reject(ex);\n });\n }\n }\n return valuePromise(value);\n};\n\nPromise.all = function (arr) {\n var args = Array.prototype.slice.call(arr);\n\n return new Promise(function (resolve, reject) {\n if (args.length === 0) return resolve([]);\n var remaining = args.length;\n function res(i, val) {\n if (val && (typeof val === 'object' || typeof val === 'function')) {\n if (val instanceof Promise && val.then === Promise.prototype.then) {\n while (val._83 === 3) {\n val = val._18;\n }\n if (val._83 === 1) return res(i, val._18);\n if (val._83 === 2) reject(val._18);\n val.then(function (val) {\n res(i, val);\n }, reject);\n return;\n } else {\n var then = val.then;\n if (typeof then === 'function') {\n var p = new Promise(then.bind(val));\n p.then(function (val) {\n res(i, val);\n }, reject);\n return;\n }\n }\n }\n args[i] = val;\n if (--remaining === 0) {\n resolve(args);\n }\n }\n for (var i = 0; i < args.length; i++) {\n res(i, args[i]);\n }\n });\n};\n\nPromise.reject = function (value) {\n return new Promise(function (resolve, reject) {\n reject(value);\n });\n};\n\nPromise.race = function (values) {\n return new Promise(function (resolve, reject) {\n values.forEach(function(value){\n Promise.resolve(value).then(resolve, reject);\n });\n });\n};\n\n/* Prototype Methods */\n\nPromise.prototype['catch'] = function (onRejected) {\n return this.then(null, onRejected);\n};\n\n\n/***/ }),\n/* 9 */\n/***/ (function(module, exports) {\n\n(function(self) {\n 'use strict';\n\n if (self.fetch) {\n return\n }\n\n var support = {\n searchParams: 'URLSearchParams' in self,\n iterable: 'Symbol' in self && 'iterator' in Symbol,\n blob: 'FileReader' in self && 'Blob' in self && (function() {\n try {\n new Blob()\n return true\n } catch(e) {\n return false\n }\n })(),\n formData: 'FormData' in self,\n arrayBuffer: 'ArrayBuffer' in self\n }\n\n if (support.arrayBuffer) {\n var viewClasses = [\n '[object Int8Array]',\n '[object Uint8Array]',\n '[object Uint8ClampedArray]',\n '[object Int16Array]',\n '[object Uint16Array]',\n '[object Int32Array]',\n '[object Uint32Array]',\n '[object Float32Array]',\n '[object Float64Array]'\n ]\n\n var isDataView = function(obj) {\n return obj && DataView.prototype.isPrototypeOf(obj)\n }\n\n var isArrayBufferView = ArrayBuffer.isView || function(obj) {\n return obj && viewClasses.indexOf(Object.prototype.toString.call(obj)) > -1\n }\n }\n\n function normalizeName(name) {\n if (typeof name !== 'string') {\n name = String(name)\n }\n if (/[^a-z0-9\\-#$%&'*+.\\^_`|~]/i.test(name)) {\n throw new TypeError('Invalid character in header field name')\n }\n return name.toLowerCase()\n }\n\n function normalizeValue(value) {\n if (typeof value !== 'string') {\n value = String(value)\n }\n return value\n }\n\n // Build a destructive iterator for the value list\n function iteratorFor(items) {\n var iterator = {\n next: function() {\n var value = items.shift()\n return {done: value === undefined, value: value}\n }\n }\n\n if (support.iterable) {\n iterator[Symbol.iterator] = function() {\n return iterator\n }\n }\n\n return iterator\n }\n\n function Headers(headers) {\n this.map = {}\n\n if (headers instanceof Headers) {\n headers.forEach(function(value, name) {\n this.append(name, value)\n }, this)\n } else if (Array.isArray(headers)) {\n headers.forEach(function(header) {\n this.append(header[0], header[1])\n }, this)\n } else if (headers) {\n Object.getOwnPropertyNames(headers).forEach(function(name) {\n this.append(name, headers[name])\n }, this)\n }\n }\n\n Headers.prototype.append = function(name, value) {\n name = normalizeName(name)\n value = normalizeValue(value)\n var oldValue = this.map[name]\n this.map[name] = oldValue ? oldValue+','+value : value\n }\n\n Headers.prototype['delete'] = function(name) {\n delete this.map[normalizeName(name)]\n }\n\n Headers.prototype.get = function(name) {\n name = normalizeName(name)\n return this.has(name) ? this.map[name] : null\n }\n\n Headers.prototype.has = function(name) {\n return this.map.hasOwnProperty(normalizeName(name))\n }\n\n Headers.prototype.set = function(name, value) {\n this.map[normalizeName(name)] = normalizeValue(value)\n }\n\n Headers.prototype.forEach = function(callback, thisArg) {\n for (var name in this.map) {\n if (this.map.hasOwnProperty(name)) {\n callback.call(thisArg, this.map[name], name, this)\n }\n }\n }\n\n Headers.prototype.keys = function() {\n var items = []\n this.forEach(function(value, name) { items.push(name) })\n return iteratorFor(items)\n }\n\n Headers.prototype.values = function() {\n var items = []\n this.forEach(function(value) { items.push(value) })\n return iteratorFor(items)\n }\n\n Headers.prototype.entries = function() {\n var items = []\n this.forEach(function(value, name) { items.push([name, value]) })\n return iteratorFor(items)\n }\n\n if (support.iterable) {\n Headers.prototype[Symbol.iterator] = Headers.prototype.entries\n }\n\n function consumed(body) {\n if (body.bodyUsed) {\n return Promise.reject(new TypeError('Already read'))\n }\n body.bodyUsed = true\n }\n\n function fileReaderReady(reader) {\n return new Promise(function(resolve, reject) {\n reader.onload = function() {\n resolve(reader.result)\n }\n reader.onerror = function() {\n reject(reader.error)\n }\n })\n }\n\n function readBlobAsArrayBuffer(blob) {\n var reader = new FileReader()\n var promise = fileReaderReady(reader)\n reader.readAsArrayBuffer(blob)\n return promise\n }\n\n function readBlobAsText(blob) {\n var reader = new FileReader()\n var promise = fileReaderReady(reader)\n reader.readAsText(blob)\n return promise\n }\n\n function readArrayBufferAsText(buf) {\n var view = new Uint8Array(buf)\n var chars = new Array(view.length)\n\n for (var i = 0; i < view.length; i++) {\n chars[i] = String.fromCharCode(view[i])\n }\n return chars.join('')\n }\n\n function bufferClone(buf) {\n if (buf.slice) {\n return buf.slice(0)\n } else {\n var view = new Uint8Array(buf.byteLength)\n view.set(new Uint8Array(buf))\n return view.buffer\n }\n }\n\n function Body() {\n this.bodyUsed = false\n\n this._initBody = function(body) {\n this._bodyInit = body\n if (!body) {\n this._bodyText = ''\n } else if (typeof body === 'string') {\n this._bodyText = body\n } else if (support.blob && Blob.prototype.isPrototypeOf(body)) {\n this._bodyBlob = body\n } else if (support.formData && FormData.prototype.isPrototypeOf(body)) {\n this._bodyFormData = body\n } else if (support.searchParams && URLSearchParams.prototype.isPrototypeOf(body)) {\n this._bodyText = body.toString()\n } else if (support.arrayBuffer && support.blob && isDataView(body)) {\n this._bodyArrayBuffer = bufferClone(body.buffer)\n // IE 10-11 can't handle a DataView body.\n this._bodyInit = new Blob([this._bodyArrayBuffer])\n } else if (support.arrayBuffer && (ArrayBuffer.prototype.isPrototypeOf(body) || isArrayBufferView(body))) {\n this._bodyArrayBuffer = bufferClone(body)\n } else {\n throw new Error('unsupported BodyInit type')\n }\n\n if (!this.headers.get('content-type')) {\n if (typeof body === 'string') {\n this.headers.set('content-type', 'text/plain;charset=UTF-8')\n } else if (this._bodyBlob && this._bodyBlob.type) {\n this.headers.set('content-type', this._bodyBlob.type)\n } else if (support.searchParams && URLSearchParams.prototype.isPrototypeOf(body)) {\n this.headers.set('content-type', 'application/x-www-form-urlencoded;charset=UTF-8')\n }\n }\n }\n\n if (support.blob) {\n this.blob = function() {\n var rejected = consumed(this)\n if (rejected) {\n return rejected\n }\n\n if (this._bodyBlob) {\n return Promise.resolve(this._bodyBlob)\n } else if (this._bodyArrayBuffer) {\n return Promise.resolve(new Blob([this._bodyArrayBuffer]))\n } else if (this._bodyFormData) {\n throw new Error('could not read FormData body as blob')\n } else {\n return Promise.resolve(new Blob([this._bodyText]))\n }\n }\n\n this.arrayBuffer = function() {\n if (this._bodyArrayBuffer) {\n return consumed(this) || Promise.resolve(this._bodyArrayBuffer)\n } else {\n return this.blob().then(readBlobAsArrayBuffer)\n }\n }\n }\n\n this.text = function() {\n var rejected = consumed(this)\n if (rejected) {\n return rejected\n }\n\n if (this._bodyBlob) {\n return readBlobAsText(this._bodyBlob)\n } else if (this._bodyArrayBuffer) {\n return Promise.resolve(readArrayBufferAsText(this._bodyArrayBuffer))\n } else if (this._bodyFormData) {\n throw new Error('could not read FormData body as text')\n } else {\n return Promise.resolve(this._bodyText)\n }\n }\n\n if (support.formData) {\n this.formData = function() {\n return this.text().then(decode)\n }\n }\n\n this.json = function() {\n return this.text().then(JSON.parse)\n }\n\n return this\n }\n\n // HTTP methods whose capitalization should be normalized\n var methods = ['DELETE', 'GET', 'HEAD', 'OPTIONS', 'POST', 'PUT']\n\n function normalizeMethod(method) {\n var upcased = method.toUpperCase()\n return (methods.indexOf(upcased) > -1) ? upcased : method\n }\n\n function Request(input, options) {\n options = options || {}\n var body = options.body\n\n if (input instanceof Request) {\n if (input.bodyUsed) {\n throw new TypeError('Already read')\n }\n this.url = input.url\n this.credentials = input.credentials\n if (!options.headers) {\n this.headers = new Headers(input.headers)\n }\n this.method = input.method\n this.mode = input.mode\n if (!body && input._bodyInit != null) {\n body = input._bodyInit\n input.bodyUsed = true\n }\n } else {\n this.url = String(input)\n }\n\n this.credentials = options.credentials || this.credentials || 'omit'\n if (options.headers || !this.headers) {\n this.headers = new Headers(options.headers)\n }\n this.method = normalizeMethod(options.method || this.method || 'GET')\n this.mode = options.mode || this.mode || null\n this.referrer = null\n\n if ((this.method === 'GET' || this.method === 'HEAD') && body) {\n throw new TypeError('Body not allowed for GET or HEAD requests')\n }\n this._initBody(body)\n }\n\n Request.prototype.clone = function() {\n return new Request(this, { body: this._bodyInit })\n }\n\n function decode(body) {\n var form = new FormData()\n body.trim().split('&').forEach(function(bytes) {\n if (bytes) {\n var split = bytes.split('=')\n var name = split.shift().replace(/\\+/g, ' ')\n var value = split.join('=').replace(/\\+/g, ' ')\n form.append(decodeURIComponent(name), decodeURIComponent(value))\n }\n })\n return form\n }\n\n function parseHeaders(rawHeaders) {\n var headers = new Headers()\n rawHeaders.split(/\\r?\\n/).forEach(function(line) {\n var parts = line.split(':')\n var key = parts.shift().trim()\n if (key) {\n var value = parts.join(':').trim()\n headers.append(key, value)\n }\n })\n return headers\n }\n\n Body.call(Request.prototype)\n\n function Response(bodyInit, options) {\n if (!options) {\n options = {}\n }\n\n this.type = 'default'\n this.status = 'status' in options ? options.status : 200\n this.ok = this.status >= 200 && this.status < 300\n this.statusText = 'statusText' in options ? options.statusText : 'OK'\n this.headers = new Headers(options.headers)\n this.url = options.url || ''\n this._initBody(bodyInit)\n }\n\n Body.call(Response.prototype)\n\n Response.prototype.clone = function() {\n return new Response(this._bodyInit, {\n status: this.status,\n statusText: this.statusText,\n headers: new Headers(this.headers),\n url: this.url\n })\n }\n\n Response.error = function() {\n var response = new Response(null, {status: 0, statusText: ''})\n response.type = 'error'\n return response\n }\n\n var redirectStatuses = [301, 302, 303, 307, 308]\n\n Response.redirect = function(url, status) {\n if (redirectStatuses.indexOf(status) === -1) {\n throw new RangeError('Invalid status code')\n }\n\n return new Response(null, {status: status, headers: {location: url}})\n }\n\n self.Headers = Headers\n self.Request = Request\n self.Response = Response\n\n self.fetch = function(input, init) {\n return new Promise(function(resolve, reject) {\n var request = new Request(input, init)\n var xhr = new XMLHttpRequest()\n\n xhr.onload = function() {\n var options = {\n status: xhr.status,\n statusText: xhr.statusText,\n headers: parseHeaders(xhr.getAllResponseHeaders() || '')\n }\n options.url = 'responseURL' in xhr ? xhr.responseURL : options.headers.get('X-Request-URL')\n var body = 'response' in xhr ? xhr.response : xhr.responseText\n resolve(new Response(body, options))\n }\n\n xhr.onerror = function() {\n reject(new TypeError('Network request failed'))\n }\n\n xhr.ontimeout = function() {\n reject(new TypeError('Network request failed'))\n }\n\n xhr.open(request.method, request.url, true)\n\n if (request.credentials === 'include') {\n xhr.withCredentials = true\n }\n\n if ('responseType' in xhr && support.blob) {\n xhr.responseType = 'blob'\n }\n\n request.headers.forEach(function(value, name) {\n xhr.setRequestHeader(name, value)\n })\n\n xhr.send(typeof request._bodyInit === 'undefined' ? null : request._bodyInit)\n })\n }\n self.fetch.polyfill = true\n})(typeof self !== 'undefined' ? self : this);\n\n\n/***/ }),\n/* 10 */\n/***/ (function(module, __webpack_exports__, __webpack_require__) {\n\n\"use strict\";\nObject.defineProperty(__webpack_exports__, \"__esModule\", { value: true });\n/* harmony import */ var __WEBPACK_IMPORTED_MODULE_0_react__ = __webpack_require__(0);\n/* harmony import */ var __WEBPACK_IMPORTED_MODULE_0_react___default = __webpack_require__.n(__WEBPACK_IMPORTED_MODULE_0_react__);\n/* harmony import */ var __WEBPACK_IMPORTED_MODULE_1_react_dom__ = __webpack_require__(12);\n/* harmony import */ var __WEBPACK_IMPORTED_MODULE_1_react_dom___default = __webpack_require__.n(__WEBPACK_IMPORTED_MODULE_1_react_dom__);\n/* harmony import */ var __WEBPACK_IMPORTED_MODULE_2__App__ = __webpack_require__(16);\n/* harmony 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Db(a,b){if(Bb)return\"compositionend\"===a||!sb&&zb(a,b)?(a=jb(),ib=hb=gb=null,Bb=!1,a):null;switch(a){case \"paste\":return null;case \"keypress\":if(!(b.ctrlKey||b.altKey||b.metaKey)||b.ctrlKey&&b.altKey){if(b.char&&1b}return!1}function D(a,b,c,d,e){this.acceptsBooleans=2===b||3===b||4===b;this.attributeName=d;this.attributeNamespace=e;this.mustUseProperty=c;this.propertyName=a;this.type=b}var E={};\n\"children dangerouslySetInnerHTML defaultValue defaultChecked innerHTML suppressContentEditableWarning suppressHydrationWarning style\".split(\" \").forEach(function(a){E[a]=new D(a,0,!1,a,null)});[[\"acceptCharset\",\"accept-charset\"],[\"className\",\"class\"],[\"htmlFor\",\"for\"],[\"httpEquiv\",\"http-equiv\"]].forEach(function(a){var b=a[0];E[b]=new D(b,1,!1,a[1],null)});[\"contentEditable\",\"draggable\",\"spellCheck\",\"value\"].forEach(function(a){E[a]=new 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Object.assign : function (target, source) {\n\tvar from;\n\tvar to = toObject(target);\n\tvar symbols;\n\n\tfor (var s = 1; s < arguments.length; s++) {\n\t\tfrom = Object(arguments[s]);\n\n\t\tfor (var key in from) {\n\t\t\tif (hasOwnProperty.call(from, key)) {\n\t\t\t\tto[key] = from[key];\n\t\t\t}\n\t\t}\n\n\t\tif (getOwnPropertySymbols) {\n\t\t\tsymbols = getOwnPropertySymbols(from);\n\t\t\tfor (var i = 0; i < symbols.length; i++) {\n\t\t\t\tif (propIsEnumerable.call(from, symbols[i])) {\n\t\t\t\t\tto[symbols[i]] = from[symbols[i]];\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}\n\n\treturn to;\n};\n\n\n\n//////////////////\n// WEBPACK FOOTER\n// ./node_modules/object-assign/index.js\n// module id = 1\n// module chunks = 0","'use strict';\n\nvar asap = require('asap/raw');\n\nfunction noop() {}\n\n// States:\n//\n// 0 - pending\n// 1 - fulfilled with _value\n// 2 - rejected with _value\n// 3 - adopted the state of another promise, _value\n//\n// once the state is no longer pending (0) it is immutable\n\n// All `_` prefixed properties will be reduced to `_{random number}`\n// at build time to obfuscate them and discourage their use.\n// We don't use symbols or Object.defineProperty to fully hide them\n// because the performance isn't good enough.\n\n\n// to avoid using try/catch inside critical functions, we\n// extract them to here.\nvar LAST_ERROR = null;\nvar IS_ERROR = {};\nfunction getThen(obj) {\n try {\n return obj.then;\n } catch (ex) {\n LAST_ERROR = ex;\n return IS_ERROR;\n }\n}\n\nfunction tryCallOne(fn, a) {\n try {\n return fn(a);\n } catch (ex) {\n LAST_ERROR = ex;\n return IS_ERROR;\n }\n}\nfunction tryCallTwo(fn, a, b) {\n try {\n fn(a, b);\n } catch (ex) {\n LAST_ERROR = ex;\n return IS_ERROR;\n }\n}\n\nmodule.exports = Promise;\n\nfunction Promise(fn) {\n if (typeof this !== 'object') {\n throw new TypeError('Promises must be constructed via new');\n }\n if (typeof fn !== 'function') {\n throw new TypeError('Promise constructor\\'s argument is not a function');\n }\n this._75 = 0;\n this._83 = 0;\n this._18 = null;\n this._38 = null;\n if (fn === noop) return;\n doResolve(fn, this);\n}\nPromise._47 = null;\nPromise._71 = null;\nPromise._44 = noop;\n\nPromise.prototype.then = function(onFulfilled, onRejected) {\n if (this.constructor !== Promise) {\n return safeThen(this, onFulfilled, onRejected);\n }\n var res = new Promise(noop);\n handle(this, new Handler(onFulfilled, onRejected, res));\n return res;\n};\n\nfunction safeThen(self, onFulfilled, onRejected) {\n return new self.constructor(function (resolve, reject) {\n var res = new Promise(noop);\n res.then(resolve, reject);\n handle(self, new Handler(onFulfilled, onRejected, res));\n });\n}\nfunction handle(self, deferred) {\n while (self._83 === 3) {\n self = self._18;\n }\n if (Promise._47) {\n Promise._47(self);\n }\n if (self._83 === 0) {\n if (self._75 === 0) {\n self._75 = 1;\n self._38 = deferred;\n return;\n }\n if (self._75 === 1) {\n self._75 = 2;\n self._38 = [self._38, deferred];\n return;\n }\n self._38.push(deferred);\n return;\n }\n handleResolved(self, deferred);\n}\n\nfunction handleResolved(self, deferred) {\n asap(function() {\n var cb = self._83 === 1 ? deferred.onFulfilled : deferred.onRejected;\n if (cb === null) {\n if (self._83 === 1) {\n resolve(deferred.promise, self._18);\n } else {\n reject(deferred.promise, self._18);\n }\n return;\n }\n var ret = tryCallOne(cb, self._18);\n if (ret === IS_ERROR) {\n reject(deferred.promise, LAST_ERROR);\n } else {\n resolve(deferred.promise, ret);\n }\n });\n}\nfunction resolve(self, newValue) {\n // Promise Resolution Procedure: https://github.com/promises-aplus/promises-spec#the-promise-resolution-procedure\n if (newValue === self) {\n return reject(\n self,\n new TypeError('A promise cannot be resolved with itself.')\n );\n }\n if (\n newValue &&\n (typeof newValue === 'object' || typeof newValue === 'function')\n ) {\n var then = getThen(newValue);\n if (then === IS_ERROR) {\n return reject(self, LAST_ERROR);\n }\n if (\n then === self.then &&\n newValue instanceof Promise\n ) {\n self._83 = 3;\n self._18 = newValue;\n finale(self);\n return;\n } else if (typeof then === 'function') {\n doResolve(then.bind(newValue), self);\n return;\n }\n }\n self._83 = 1;\n self._18 = newValue;\n finale(self);\n}\n\nfunction reject(self, newValue) {\n self._83 = 2;\n self._18 = newValue;\n if (Promise._71) {\n Promise._71(self, newValue);\n }\n finale(self);\n}\nfunction finale(self) {\n if (self._75 === 1) {\n handle(self, self._38);\n self._38 = null;\n }\n if (self._75 === 2) {\n for (var i = 0; i < self._38.length; i++) {\n handle(self, self._38[i]);\n }\n self._38 = null;\n }\n}\n\nfunction Handler(onFulfilled, onRejected, promise){\n this.onFulfilled = typeof onFulfilled === 'function' ? onFulfilled : null;\n this.onRejected = typeof onRejected === 'function' ? onRejected : null;\n this.promise = promise;\n}\n\n/**\n * Take a potentially misbehaving resolver function and make sure\n * onFulfilled and onRejected are only called once.\n *\n * Makes no guarantees about asynchrony.\n */\nfunction doResolve(fn, promise) {\n var done = false;\n var res = tryCallTwo(fn, function (value) {\n if (done) return;\n done = true;\n resolve(promise, value);\n }, function (reason) {\n if (done) return;\n done = true;\n reject(promise, reason);\n });\n if (!done && res === IS_ERROR) {\n done = true;\n reject(promise, LAST_ERROR);\n }\n}\n\n\n\n//////////////////\n// WEBPACK FOOTER\n// ./node_modules/promise/lib/core.js\n// module id = 2\n// module chunks = 0","// @remove-on-eject-begin\n/**\n * Copyright (c) 2015-present, Facebook, Inc.\n *\n * This source code is licensed under the MIT license found in the\n * LICENSE file in the root directory of this source tree.\n */\n// @remove-on-eject-end\n'use strict';\n\nif (typeof Promise === 'undefined') {\n // Rejection tracking prevents a common issue where React gets into an\n // inconsistent state due to an error, but it gets swallowed by a Promise,\n // and the user has no idea what causes React's erratic future behavior.\n require('promise/lib/rejection-tracking').enable();\n window.Promise = require('promise/lib/es6-extensions.js');\n}\n\n// fetch() polyfill for making API calls.\nrequire('whatwg-fetch');\n\n// Object.assign() is commonly used with React.\n// It will use the native implementation if it's present and isn't buggy.\nObject.assign = require('object-assign');\n\n// In tests, polyfill requestAnimationFrame since jsdom doesn't provide it yet.\n// We don't polyfill it in the browser--this is user's responsibility.\nif (process.env.NODE_ENV === 'test') {\n require('raf').polyfill(global);\n}\n\n\n\n//////////////////\n// WEBPACK FOOTER\n// ./node_modules/react-scripts/config/polyfills.js\n// module id = 4\n// module chunks = 0","'use strict';\n\nvar Promise = require('./core');\n\nvar DEFAULT_WHITELIST = [\n ReferenceError,\n TypeError,\n RangeError\n];\n\nvar enabled = false;\nexports.disable = disable;\nfunction disable() {\n enabled = false;\n Promise._47 = null;\n Promise._71 = null;\n}\n\nexports.enable = enable;\nfunction enable(options) {\n options = options || {};\n if (enabled) disable();\n enabled = true;\n var id = 0;\n var displayId = 0;\n var rejections = {};\n Promise._47 = function (promise) {\n if (\n promise._83 === 2 && // IS REJECTED\n rejections[promise._56]\n ) {\n if (rejections[promise._56].logged) {\n onHandled(promise._56);\n } else {\n clearTimeout(rejections[promise._56].timeout);\n }\n delete rejections[promise._56];\n }\n };\n Promise._71 = function (promise, err) {\n if (promise._75 === 0) { // not yet handled\n promise._56 = id++;\n rejections[promise._56] = {\n displayId: null,\n error: err,\n timeout: setTimeout(\n onUnhandled.bind(null, promise._56),\n // For reference errors and type errors, this almost always\n // means the programmer made a mistake, so log them after just\n // 100ms\n // otherwise, wait 2 seconds to see if they get handled\n matchWhitelist(err, DEFAULT_WHITELIST)\n ? 100\n : 2000\n ),\n logged: false\n };\n }\n };\n function onUnhandled(id) {\n if (\n options.allRejections ||\n matchWhitelist(\n rejections[id].error,\n options.whitelist || DEFAULT_WHITELIST\n )\n ) {\n rejections[id].displayId = displayId++;\n if (options.onUnhandled) {\n rejections[id].logged = true;\n options.onUnhandled(\n rejections[id].displayId,\n rejections[id].error\n );\n } else {\n rejections[id].logged = true;\n logError(\n rejections[id].displayId,\n rejections[id].error\n );\n }\n }\n }\n function onHandled(id) {\n if (rejections[id].logged) {\n if (options.onHandled) {\n options.onHandled(rejections[id].displayId, rejections[id].error);\n } else if (!rejections[id].onUnhandled) {\n console.warn(\n 'Promise Rejection Handled (id: ' + rejections[id].displayId + '):'\n );\n console.warn(\n ' This means you can ignore any previous messages of the form \"Possible Unhandled Promise Rejection\" with id ' +\n rejections[id].displayId + '.'\n );\n }\n }\n }\n}\n\nfunction logError(id, error) {\n console.warn('Possible Unhandled Promise Rejection (id: ' + id + '):');\n var errStr = (error && (error.stack || error)) + '';\n errStr.split('\\n').forEach(function (line) {\n console.warn(' ' + line);\n });\n}\n\nfunction matchWhitelist(error, list) {\n return list.some(function (cls) {\n return error instanceof cls;\n });\n}\n\n\n//////////////////\n// WEBPACK FOOTER\n// ./node_modules/promise/lib/rejection-tracking.js\n// module id = 5\n// module chunks = 0","\"use strict\";\n\n// Use the fastest means possible to execute a task in its own turn, with\n// priority over other events including IO, animation, reflow, and redraw\n// events in browsers.\n//\n// An exception thrown by a task will permanently interrupt the processing of\n// subsequent tasks. The higher level `asap` function ensures that if an\n// exception is thrown by a task, that the task queue will continue flushing as\n// soon as possible, but if you use `rawAsap` directly, you are responsible to\n// either ensure that no exceptions are thrown from your task, or to manually\n// call `rawAsap.requestFlush` if an exception is thrown.\nmodule.exports = rawAsap;\nfunction rawAsap(task) {\n if (!queue.length) {\n requestFlush();\n flushing = true;\n }\n // Equivalent to push, but avoids a function call.\n queue[queue.length] = task;\n}\n\nvar queue = [];\n// Once a flush has been requested, no further calls to `requestFlush` are\n// necessary until the next `flush` completes.\nvar flushing = false;\n// `requestFlush` is an implementation-specific method that attempts to kick\n// off a `flush` event as quickly as possible. `flush` will attempt to exhaust\n// the event queue before yielding to the browser's own event loop.\nvar requestFlush;\n// The position of the next task to execute in the task queue. This is\n// preserved between calls to `flush` so that it can be resumed if\n// a task throws an exception.\nvar index = 0;\n// If a task schedules additional tasks recursively, the task queue can grow\n// unbounded. To prevent memory exhaustion, the task queue will periodically\n// truncate already-completed tasks.\nvar capacity = 1024;\n\n// The flush function processes all tasks that have been scheduled with\n// `rawAsap` unless and until one of those tasks throws an exception.\n// If a task throws an exception, `flush` ensures that its state will remain\n// consistent and will resume where it left off when called again.\n// However, `flush` does not make any arrangements to be called again if an\n// exception is thrown.\nfunction flush() {\n while (index < queue.length) {\n var currentIndex = index;\n // Advance the index before calling the task. This ensures that we will\n // begin flushing on the next task the task throws an error.\n index = index + 1;\n queue[currentIndex].call();\n // Prevent leaking memory for long chains of recursive calls to `asap`.\n // If we call `asap` within tasks scheduled by `asap`, the queue will\n // grow, but to avoid an O(n) walk for every task we execute, we don't\n // shift tasks off the queue after they have been executed.\n // Instead, we periodically shift 1024 tasks off the queue.\n if (index > capacity) {\n // Manually shift all values starting at the index back to the\n // beginning of the queue.\n for (var scan = 0, newLength = queue.length - index; scan < newLength; scan++) {\n queue[scan] = queue[scan + index];\n }\n queue.length -= index;\n index = 0;\n }\n }\n queue.length = 0;\n index = 0;\n flushing = false;\n}\n\n// `requestFlush` is implemented using a strategy based on data collected from\n// every available SauceLabs Selenium web driver worker at time of writing.\n// https://docs.google.com/spreadsheets/d/1mG-5UYGup5qxGdEMWkhP6BWCz053NUb2E1QoUTU16uA/edit#gid=783724593\n\n// Safari 6 and 6.1 for desktop, iPad, and iPhone are the only browsers that\n// have WebKitMutationObserver but not un-prefixed MutationObserver.\n// Must use `global` or `self` instead of `window` to work in both frames and web\n// workers. `global` is a provision of Browserify, Mr, Mrs, or Mop.\n\n/* globals self */\nvar scope = typeof global !== \"undefined\" ? global : self;\nvar BrowserMutationObserver = scope.MutationObserver || scope.WebKitMutationObserver;\n\n// MutationObservers are desirable because they have high priority and work\n// reliably everywhere they are implemented.\n// They are implemented in all modern browsers.\n//\n// - Android 4-4.3\n// - Chrome 26-34\n// - Firefox 14-29\n// - Internet Explorer 11\n// - iPad Safari 6-7.1\n// - iPhone Safari 7-7.1\n// - Safari 6-7\nif (typeof BrowserMutationObserver === \"function\") {\n requestFlush = makeRequestCallFromMutationObserver(flush);\n\n// MessageChannels are desirable because they give direct access to the HTML\n// task queue, are implemented in Internet Explorer 10, Safari 5.0-1, and Opera\n// 11-12, and in web workers in many engines.\n// Although message channels yield to any queued rendering and IO tasks, they\n// would be better than imposing the 4ms delay of timers.\n// However, they do not work reliably in Internet Explorer or Safari.\n\n// Internet Explorer 10 is the only browser that has setImmediate but does\n// not have MutationObservers.\n// Although setImmediate yields to the browser's renderer, it would be\n// preferrable to falling back to setTimeout since it does not have\n// the minimum 4ms penalty.\n// Unfortunately there appears to be a bug in Internet Explorer 10 Mobile (and\n// Desktop to a lesser extent) that renders both setImmediate and\n// MessageChannel useless for the purposes of ASAP.\n// https://github.com/kriskowal/q/issues/396\n\n// Timers are implemented universally.\n// We fall back to timers in workers in most engines, and in foreground\n// contexts in the following browsers.\n// However, note that even this simple case requires nuances to operate in a\n// broad spectrum of browsers.\n//\n// - Firefox 3-13\n// - Internet Explorer 6-9\n// - iPad Safari 4.3\n// - Lynx 2.8.7\n} else {\n requestFlush = makeRequestCallFromTimer(flush);\n}\n\n// `requestFlush` requests that the high priority event queue be flushed as\n// soon as possible.\n// This is useful to prevent an error thrown in a task from stalling the event\n// queue if the exception handled by Node.js’s\n// `process.on(\"uncaughtException\")` or by a domain.\nrawAsap.requestFlush = requestFlush;\n\n// To request a high priority event, we induce a mutation observer by toggling\n// the text of a text node between \"1\" and \"-1\".\nfunction makeRequestCallFromMutationObserver(callback) {\n var toggle = 1;\n var observer = new BrowserMutationObserver(callback);\n var node = document.createTextNode(\"\");\n observer.observe(node, {characterData: true});\n return function requestCall() {\n toggle = -toggle;\n node.data = toggle;\n };\n}\n\n// The message channel technique was discovered by Malte Ubl and was the\n// original foundation for this library.\n// http://www.nonblocking.io/2011/06/windownexttick.html\n\n// Safari 6.0.5 (at least) intermittently fails to create message ports on a\n// page's first load. Thankfully, this version of Safari supports\n// MutationObservers, so we don't need to fall back in that case.\n\n// function makeRequestCallFromMessageChannel(callback) {\n// var channel = new MessageChannel();\n// channel.port1.onmessage = callback;\n// return function requestCall() {\n// channel.port2.postMessage(0);\n// };\n// }\n\n// For reasons explained above, we are also unable to use `setImmediate`\n// under any circumstances.\n// Even if we were, there is another bug in Internet Explorer 10.\n// It is not sufficient to assign `setImmediate` to `requestFlush` because\n// `setImmediate` must be called *by name* and therefore must be wrapped in a\n// closure.\n// Never forget.\n\n// function makeRequestCallFromSetImmediate(callback) {\n// return function requestCall() {\n// setImmediate(callback);\n// };\n// }\n\n// Safari 6.0 has a problem where timers will get lost while the user is\n// scrolling. This problem does not impact ASAP because Safari 6.0 supports\n// mutation observers, so that implementation is used instead.\n// However, if we ever elect to use timers in Safari, the prevalent work-around\n// is to add a scroll event listener that calls for a flush.\n\n// `setTimeout` does not call the passed callback if the delay is less than\n// approximately 7 in web workers in Firefox 8 through 18, and sometimes not\n// even then.\n\nfunction makeRequestCallFromTimer(callback) {\n return function requestCall() {\n // We dispatch a timeout with a specified delay of 0 for engines that\n // can reliably accommodate that request. This will usually be snapped\n // to a 4 milisecond delay, but once we're flushing, there's no delay\n // between events.\n var timeoutHandle = setTimeout(handleTimer, 0);\n // However, since this timer gets frequently dropped in Firefox\n // workers, we enlist an interval handle that will try to fire\n // an event 20 times per second until it succeeds.\n var intervalHandle = setInterval(handleTimer, 50);\n\n function handleTimer() {\n // Whichever timer succeeds will cancel both timers and\n // execute the callback.\n clearTimeout(timeoutHandle);\n clearInterval(intervalHandle);\n callback();\n }\n };\n}\n\n// This is for `asap.js` only.\n// Its name will be periodically randomized to break any code that depends on\n// its existence.\nrawAsap.makeRequestCallFromTimer = makeRequestCallFromTimer;\n\n// ASAP was originally a nextTick shim included in Q. This was factored out\n// into this ASAP package. It was later adapted to RSVP which made further\n// amendments. These decisions, particularly to marginalize MessageChannel and\n// to capture the MutationObserver implementation in a closure, were integrated\n// back into ASAP proper.\n// https://github.com/tildeio/rsvp.js/blob/cddf7232546a9cf858524b75cde6f9edf72620a7/lib/rsvp/asap.js\n\n\n\n//////////////////\n// WEBPACK FOOTER\n// ./node_modules/asap/browser-raw.js\n// module id = 6\n// module chunks = 0","var g;\n\n// This works in non-strict mode\ng = (function() {\n\treturn this;\n})();\n\ntry {\n\t// This works if eval is allowed (see CSP)\n\tg = g || Function(\"return this\")() || (1,eval)(\"this\");\n} catch(e) {\n\t// This works if the window reference is available\n\tif(typeof window === \"object\")\n\t\tg = window;\n}\n\n// g can still be undefined, but nothing to do about it...\n// We return undefined, instead of nothing here, so it's\n// easier to handle this case. if(!global) { ...}\n\nmodule.exports = g;\n\n\n\n//////////////////\n// WEBPACK FOOTER\n// (webpack)/buildin/global.js\n// module id = 7\n// module chunks = 0","'use strict';\n\n//This file contains the ES6 extensions to the core Promises/A+ API\n\nvar Promise = require('./core.js');\n\nmodule.exports = Promise;\n\n/* Static Functions */\n\nvar TRUE = valuePromise(true);\nvar FALSE = valuePromise(false);\nvar NULL = valuePromise(null);\nvar UNDEFINED = valuePromise(undefined);\nvar ZERO = valuePromise(0);\nvar EMPTYSTRING = valuePromise('');\n\nfunction valuePromise(value) {\n var p = new Promise(Promise._44);\n p._83 = 1;\n p._18 = value;\n return p;\n}\nPromise.resolve = function (value) {\n if (value instanceof Promise) return value;\n\n if (value === null) return NULL;\n if (value === undefined) return UNDEFINED;\n if (value === true) return TRUE;\n if (value === false) return FALSE;\n if (value === 0) return ZERO;\n if (value === '') return EMPTYSTRING;\n\n if (typeof value === 'object' || typeof value === 'function') {\n try {\n var then = value.then;\n if (typeof then === 'function') {\n return new Promise(then.bind(value));\n }\n } catch (ex) {\n return new Promise(function (resolve, reject) {\n reject(ex);\n });\n }\n }\n return valuePromise(value);\n};\n\nPromise.all = function (arr) {\n var args = Array.prototype.slice.call(arr);\n\n return new Promise(function (resolve, reject) {\n if (args.length === 0) return resolve([]);\n var remaining = args.length;\n function res(i, val) {\n if (val && (typeof val === 'object' || typeof val === 'function')) {\n if (val instanceof Promise && val.then === Promise.prototype.then) {\n while (val._83 === 3) {\n val = val._18;\n }\n if (val._83 === 1) return res(i, val._18);\n if (val._83 === 2) reject(val._18);\n val.then(function (val) {\n res(i, val);\n }, reject);\n return;\n } else {\n var then = val.then;\n if (typeof then === 'function') {\n var p = new Promise(then.bind(val));\n p.then(function (val) {\n res(i, val);\n }, reject);\n return;\n }\n }\n }\n args[i] = val;\n if (--remaining === 0) {\n resolve(args);\n }\n }\n for (var i = 0; i < args.length; i++) {\n res(i, args[i]);\n }\n });\n};\n\nPromise.reject = function (value) {\n return new Promise(function (resolve, reject) {\n reject(value);\n });\n};\n\nPromise.race = function (values) {\n return new Promise(function (resolve, reject) {\n values.forEach(function(value){\n Promise.resolve(value).then(resolve, reject);\n });\n });\n};\n\n/* Prototype Methods */\n\nPromise.prototype['catch'] = function (onRejected) {\n return this.then(null, onRejected);\n};\n\n\n\n//////////////////\n// WEBPACK FOOTER\n// ./node_modules/promise/lib/es6-extensions.js\n// module id = 8\n// module chunks = 0","(function(self) {\n 'use strict';\n\n if (self.fetch) {\n return\n }\n\n var support = {\n searchParams: 'URLSearchParams' in self,\n iterable: 'Symbol' in self && 'iterator' in Symbol,\n blob: 'FileReader' in self && 'Blob' in self && (function() {\n try {\n new Blob()\n return true\n } catch(e) {\n return false\n }\n })(),\n formData: 'FormData' in self,\n arrayBuffer: 'ArrayBuffer' in self\n }\n\n if (support.arrayBuffer) {\n var viewClasses = [\n '[object Int8Array]',\n '[object Uint8Array]',\n '[object Uint8ClampedArray]',\n '[object Int16Array]',\n '[object Uint16Array]',\n '[object Int32Array]',\n '[object Uint32Array]',\n '[object Float32Array]',\n '[object Float64Array]'\n ]\n\n var isDataView = function(obj) {\n return obj && DataView.prototype.isPrototypeOf(obj)\n }\n\n var isArrayBufferView = ArrayBuffer.isView || function(obj) {\n return obj && viewClasses.indexOf(Object.prototype.toString.call(obj)) > -1\n }\n }\n\n function normalizeName(name) {\n if (typeof name !== 'string') {\n name = String(name)\n }\n if (/[^a-z0-9\\-#$%&'*+.\\^_`|~]/i.test(name)) {\n throw new TypeError('Invalid character in header field name')\n }\n return name.toLowerCase()\n }\n\n function normalizeValue(value) {\n if (typeof value !== 'string') {\n value = String(value)\n }\n return value\n }\n\n // Build a destructive iterator for the value list\n function iteratorFor(items) {\n var iterator = {\n next: function() {\n var value = items.shift()\n return {done: value === undefined, value: value}\n }\n }\n\n if (support.iterable) {\n iterator[Symbol.iterator] = function() {\n return iterator\n }\n }\n\n return iterator\n }\n\n function Headers(headers) {\n this.map = {}\n\n if (headers instanceof Headers) {\n headers.forEach(function(value, name) {\n this.append(name, value)\n }, this)\n } else if (Array.isArray(headers)) {\n headers.forEach(function(header) {\n this.append(header[0], header[1])\n }, this)\n } else if (headers) {\n Object.getOwnPropertyNames(headers).forEach(function(name) {\n this.append(name, headers[name])\n }, this)\n }\n }\n\n Headers.prototype.append = function(name, value) {\n name = normalizeName(name)\n value = normalizeValue(value)\n var oldValue = this.map[name]\n this.map[name] = oldValue ? oldValue+','+value : value\n }\n\n Headers.prototype['delete'] = function(name) {\n delete this.map[normalizeName(name)]\n }\n\n Headers.prototype.get = function(name) {\n name = normalizeName(name)\n return this.has(name) ? this.map[name] : null\n }\n\n Headers.prototype.has = function(name) {\n return this.map.hasOwnProperty(normalizeName(name))\n }\n\n Headers.prototype.set = function(name, value) {\n this.map[normalizeName(name)] = normalizeValue(value)\n }\n\n Headers.prototype.forEach = function(callback, thisArg) {\n for (var name in this.map) {\n if (this.map.hasOwnProperty(name)) {\n callback.call(thisArg, this.map[name], name, this)\n }\n }\n }\n\n Headers.prototype.keys = function() {\n var items = []\n this.forEach(function(value, name) { items.push(name) })\n return iteratorFor(items)\n }\n\n Headers.prototype.values = function() {\n var items = []\n this.forEach(function(value) { items.push(value) })\n return iteratorFor(items)\n }\n\n Headers.prototype.entries = function() {\n var items = []\n this.forEach(function(value, name) { items.push([name, value]) })\n return iteratorFor(items)\n }\n\n if (support.iterable) {\n Headers.prototype[Symbol.iterator] = Headers.prototype.entries\n }\n\n function consumed(body) {\n if (body.bodyUsed) {\n return Promise.reject(new TypeError('Already read'))\n }\n body.bodyUsed = true\n }\n\n function fileReaderReady(reader) {\n return new Promise(function(resolve, reject) {\n reader.onload = function() {\n resolve(reader.result)\n }\n reader.onerror = function() {\n reject(reader.error)\n }\n })\n }\n\n function readBlobAsArrayBuffer(blob) {\n var reader = new FileReader()\n var promise = fileReaderReady(reader)\n reader.readAsArrayBuffer(blob)\n return promise\n }\n\n function readBlobAsText(blob) {\n var reader = new FileReader()\n var promise = fileReaderReady(reader)\n reader.readAsText(blob)\n return promise\n }\n\n function readArrayBufferAsText(buf) {\n var view = new Uint8Array(buf)\n var chars = new Array(view.length)\n\n for (var i = 0; i < view.length; i++) {\n chars[i] = String.fromCharCode(view[i])\n }\n return chars.join('')\n }\n\n function bufferClone(buf) {\n if (buf.slice) {\n return buf.slice(0)\n } else {\n var view = new Uint8Array(buf.byteLength)\n view.set(new Uint8Array(buf))\n return view.buffer\n }\n }\n\n function Body() {\n this.bodyUsed = false\n\n this._initBody = function(body) {\n this._bodyInit = body\n if (!body) {\n this._bodyText = ''\n } else if (typeof body === 'string') {\n this._bodyText = body\n } else if (support.blob && Blob.prototype.isPrototypeOf(body)) {\n this._bodyBlob = body\n } else if (support.formData && FormData.prototype.isPrototypeOf(body)) {\n this._bodyFormData = body\n } else if (support.searchParams && URLSearchParams.prototype.isPrototypeOf(body)) {\n this._bodyText = body.toString()\n } else if (support.arrayBuffer && support.blob && isDataView(body)) {\n this._bodyArrayBuffer = bufferClone(body.buffer)\n // IE 10-11 can't handle a DataView body.\n this._bodyInit = new Blob([this._bodyArrayBuffer])\n } else if (support.arrayBuffer && (ArrayBuffer.prototype.isPrototypeOf(body) || isArrayBufferView(body))) {\n this._bodyArrayBuffer = bufferClone(body)\n } else {\n throw new Error('unsupported BodyInit type')\n }\n\n if (!this.headers.get('content-type')) {\n if (typeof body === 'string') {\n this.headers.set('content-type', 'text/plain;charset=UTF-8')\n } else if (this._bodyBlob && this._bodyBlob.type) {\n this.headers.set('content-type', this._bodyBlob.type)\n } else if (support.searchParams && URLSearchParams.prototype.isPrototypeOf(body)) {\n this.headers.set('content-type', 'application/x-www-form-urlencoded;charset=UTF-8')\n }\n }\n }\n\n if (support.blob) {\n this.blob = function() {\n var rejected = consumed(this)\n if (rejected) {\n return rejected\n }\n\n if (this._bodyBlob) {\n return Promise.resolve(this._bodyBlob)\n } else if (this._bodyArrayBuffer) {\n return Promise.resolve(new Blob([this._bodyArrayBuffer]))\n } else if (this._bodyFormData) {\n throw new Error('could not read FormData body as blob')\n } else {\n return Promise.resolve(new Blob([this._bodyText]))\n }\n }\n\n this.arrayBuffer = function() {\n if (this._bodyArrayBuffer) {\n return consumed(this) || Promise.resolve(this._bodyArrayBuffer)\n } else {\n return this.blob().then(readBlobAsArrayBuffer)\n }\n }\n }\n\n this.text = function() {\n var rejected = consumed(this)\n if (rejected) {\n return rejected\n }\n\n if (this._bodyBlob) {\n return readBlobAsText(this._bodyBlob)\n } else if (this._bodyArrayBuffer) {\n return Promise.resolve(readArrayBufferAsText(this._bodyArrayBuffer))\n } else if (this._bodyFormData) {\n throw new Error('could not read FormData body as text')\n } else {\n return Promise.resolve(this._bodyText)\n }\n }\n\n if (support.formData) {\n this.formData = function() {\n return this.text().then(decode)\n }\n }\n\n this.json = function() {\n return this.text().then(JSON.parse)\n }\n\n return this\n }\n\n // HTTP methods whose capitalization should be normalized\n var methods = ['DELETE', 'GET', 'HEAD', 'OPTIONS', 'POST', 'PUT']\n\n function normalizeMethod(method) {\n var upcased = method.toUpperCase()\n return (methods.indexOf(upcased) > -1) ? upcased : method\n }\n\n function Request(input, options) {\n options = options || {}\n var body = options.body\n\n if (input instanceof Request) {\n if (input.bodyUsed) {\n throw new TypeError('Already read')\n }\n this.url = input.url\n this.credentials = input.credentials\n if (!options.headers) {\n this.headers = new Headers(input.headers)\n }\n this.method = input.method\n this.mode = input.mode\n if (!body && input._bodyInit != null) {\n body = input._bodyInit\n input.bodyUsed = true\n }\n } else {\n this.url = String(input)\n }\n\n this.credentials = options.credentials || this.credentials || 'omit'\n if (options.headers || !this.headers) {\n this.headers = new Headers(options.headers)\n }\n this.method = normalizeMethod(options.method || this.method || 'GET')\n this.mode = options.mode || this.mode || null\n this.referrer = null\n\n if ((this.method === 'GET' || this.method === 'HEAD') && body) {\n throw new TypeError('Body not allowed for GET or HEAD requests')\n }\n this._initBody(body)\n }\n\n Request.prototype.clone = function() {\n return new Request(this, { body: this._bodyInit })\n }\n\n function decode(body) {\n var form = new FormData()\n body.trim().split('&').forEach(function(bytes) {\n if (bytes) {\n var split = bytes.split('=')\n var name = split.shift().replace(/\\+/g, ' ')\n var value = split.join('=').replace(/\\+/g, ' ')\n form.append(decodeURIComponent(name), decodeURIComponent(value))\n }\n })\n return form\n }\n\n function parseHeaders(rawHeaders) {\n var headers = new Headers()\n rawHeaders.split(/\\r?\\n/).forEach(function(line) {\n var parts = line.split(':')\n var key = parts.shift().trim()\n if (key) {\n var value = parts.join(':').trim()\n headers.append(key, value)\n }\n })\n return headers\n }\n\n Body.call(Request.prototype)\n\n function Response(bodyInit, options) {\n if (!options) {\n options = {}\n }\n\n this.type = 'default'\n this.status = 'status' in options ? options.status : 200\n this.ok = this.status >= 200 && this.status < 300\n this.statusText = 'statusText' in options ? options.statusText : 'OK'\n this.headers = new Headers(options.headers)\n this.url = options.url || ''\n this._initBody(bodyInit)\n }\n\n Body.call(Response.prototype)\n\n Response.prototype.clone = function() {\n return new Response(this._bodyInit, {\n status: this.status,\n statusText: this.statusText,\n headers: new Headers(this.headers),\n url: this.url\n })\n }\n\n Response.error = function() {\n var response = new Response(null, {status: 0, statusText: ''})\n response.type = 'error'\n return response\n }\n\n var redirectStatuses = [301, 302, 303, 307, 308]\n\n Response.redirect = function(url, status) {\n if (redirectStatuses.indexOf(status) === -1) {\n throw new RangeError('Invalid status code')\n }\n\n return new Response(null, {status: status, headers: {location: url}})\n }\n\n self.Headers = Headers\n self.Request = Request\n self.Response = Response\n\n self.fetch = function(input, init) {\n return new Promise(function(resolve, reject) {\n var request = new Request(input, init)\n var xhr = new XMLHttpRequest()\n\n xhr.onload = function() {\n var options = {\n status: xhr.status,\n statusText: xhr.statusText,\n headers: parseHeaders(xhr.getAllResponseHeaders() || '')\n }\n options.url = 'responseURL' in xhr ? xhr.responseURL : options.headers.get('X-Request-URL')\n var body = 'response' in xhr ? xhr.response : xhr.responseText\n resolve(new Response(body, options))\n }\n\n xhr.onerror = function() {\n reject(new TypeError('Network request failed'))\n }\n\n xhr.ontimeout = function() {\n reject(new TypeError('Network request failed'))\n }\n\n xhr.open(request.method, request.url, true)\n\n if (request.credentials === 'include') {\n xhr.withCredentials = true\n }\n\n if ('responseType' in xhr && support.blob) {\n xhr.responseType = 'blob'\n }\n\n request.headers.forEach(function(value, name) {\n xhr.setRequestHeader(name, value)\n })\n\n xhr.send(typeof request._bodyInit === 'undefined' ? null : request._bodyInit)\n })\n }\n self.fetch.polyfill = true\n})(typeof self !== 'undefined' ? self : this);\n\n\n\n//////////////////\n// WEBPACK FOOTER\n// ./node_modules/whatwg-fetch/fetch.js\n// module id = 9\n// module chunks = 0","import React from 'react';\nimport ReactDOM from 'react-dom';\nimport App from './App';\nimport registerServiceWorker from './registerServiceWorker';\n\nReactDOM.render(, document.getElementById('root'));\nregisterServiceWorker();\n\n\n\n// WEBPACK FOOTER //\n// ./src/index.js","/** @license React v16.5.1\n * react.production.min.js\n *\n * Copyright (c) Facebook, Inc. and its affiliates.\n *\n * This source code is licensed under the MIT license found in the\n * LICENSE file in the root directory of this source tree.\n */\n\n'use strict';var m=require(\"object-assign\"),n=\"function\"===typeof Symbol&&Symbol.for,p=n?Symbol.for(\"react.element\"):60103,q=n?Symbol.for(\"react.portal\"):60106,r=n?Symbol.for(\"react.fragment\"):60107,t=n?Symbol.for(\"react.strict_mode\"):60108,u=n?Symbol.for(\"react.profiler\"):60114,v=n?Symbol.for(\"react.provider\"):60109,w=n?Symbol.for(\"react.context\"):60110,x=n?Symbol.for(\"react.async_mode\"):60111,y=n?Symbol.for(\"react.forward_ref\"):60112;n&&Symbol.for(\"react.placeholder\");\nvar z=\"function\"===typeof Symbol&&Symbol.iterator;function A(a,b,d,c,e,g,h,f){if(!a){a=void 0;if(void 0===b)a=Error(\"Minified exception occurred; use the non-minified dev environment for the full error message and additional helpful warnings.\");else{var k=[d,c,e,g,h,f],l=0;a=Error(b.replace(/%s/g,function(){return k[l++]}));a.name=\"Invariant Violation\"}a.framesToPop=1;throw a;}}\nfunction B(a){for(var 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\n)\n\n\n\n// WEBPACK FOOTER //\n// ./src/App.js","import React, { Component } from 'react'\nimport './calendar.css'\nimport { dayList } from './day-list.js'\n\nclass CalendarDateComponent extends Component {\n\tconstructor() {\n\t\tsuper();\n\t\tthis.monthsList = [\n\t\t\t'январь', 'февраль', 'март', 'апрель', 'май', 'июнь', 'июль', \n\t\t\t'август', 'сентябрь', 'октябрь', 'ноябрь', 'декабрь']\n\t\tthis.dayOfWeekList = [\n\t\t\t'воскресенье', 'понедельник', 'вторник',\n\t\t\t'среда', 'четверг', 'пятница', 'суббота'];\n\t}\n\trender() {\n\t\tconst { date } = this.props;\n\t\tconst dayOfWeek = this.dayOfWeekList[date.getDay()];\n\t\tconst month = this.monthsList[date.getMonth()];\n\t\tlet styles = ['date-container'];\n\t\tif (date.getDay() === 0) {\n\t\t\tstyles.push('important');\n\t\t}\n\t\treturn (\n\t\t\t
\n\t\t\t\t
{month}
\n\t\t\t\t
{date.getDate()}
\n\t\t\t\t
{dayOfWeek}
\n\t\t\t
);\n\t}\n}\n\nclass Separator extends Component {\n\trender() {\n\t\tconst { celebration } = this.props;\n\t\tif (celebration === null) {\n\t\t\treturn
\n\t\t}\n\t\telse {\n\t\t\treturn (\n\t\t\t\t
\n\t\t\t\t\t{celebration[0]}\n\t\t\t\t
\n\t\t\t)\n\t\t}\n\t}\n}\n\nclass CaptionComponent extends Component {\n\trender() {\n\t\tconst { dayInformation } = this.props;\n\t\treturn (\n\t\t\t
\n\t\t\t\t\n\t\t\t\t
\n\t\t\t\t\t{dayInformation.advice}\n\t\t\t\t
\n\t\t\t
\n\t\t)\n\t}\n}\n\nclass CalendarComponent extends Component {\n\trender() {\n\t\tconst { date } = this.props;\n\t\tconst dayInformation = dayList.find(\n\t\t\ti => i.date.getYear() === date.getYear() && \n\t\t\t\t i.date.getMonth() === date.getMonth() &&\n\t\t\t\t i.date.getDate() === date.getDate());\n\t\treturn (\n\t\t\t
\n\t\t\t\t\n\t\t\t\t\n\t\t\t
\n\t\t)\n\t}\n}\n\nexport default CalendarComponent\n\n\n\n// WEBPACK FOOTER //\n// ./src/calendar.jsx","let dayIteartor = new Date(2018, 8, 14);\n\nfunction getDateAndAdvance() {\n let currentDay = dayIteartor;\n dayIteartor = new Date();\n\tdayIteartor.setDate(currentDay.getDate() + 1);\n return currentDay;\n}\n\nclass DayInformation {\n\tconstructor(advice, celebration = null) {\n\t\tthis.advice = advice\n\t\tthis.celebration = celebration;\n this.date = getDateAndAdvance();\n\t}\n}\n\nlet dayList = [\n\tnew DayInformation('Ничего не откладывайте на будущее, сегодня же ищите наилучшее решение'),\n new DayInformation('Отличный момент для обращения к высшим силам и занятий искусством'),\n new DayInformation('Аккуратнее обращайтесь с электроприборами', ['День работников леса']),\n new DayInformation('Отличный день для всех, кто избрал путь Света и не пошел путем Тьмы'),\n new DayInformation('День измерительных процедур и прояснения спорных вопросов'),\n new DayInformation('Прекрасный момент для реализации творческих замыслов', ['День оружейника']),\n new DayInformation('День бесстрашия и борьбы с несправедливостью'),\n new DayInformation('Проведите эту пятницу по возможности спокойно и гармонично', ['Международный день мира', 'День воинской славы России', 'Куликовская битва', 'РОЖДЕСТВО ПРЕСВЯТОЙ БОГОРОДИЦЫ']),\n new DayInformation('Посвятите этот выходной укреплению здоровья'),\n new DayInformation('Астрологический фон пестрый; прислушайтесь к голосу интуиции'),\n new DayInformation('Любые сюрпризы этого дня можно обернуть себе на пользу'),\n new DayInformation('Не спешите, творчески отнеситесь к порученному делу'),\n new DayInformation('Не торопитесь, берегите душевный покой'),\n new DayInformation('Берите пример с детей - воспринимайте мир как увлекательную игру', ['День воспитателя и всех дошкольных работников', 'Всемирный день туризма', 'ВОЗДВИЖЕНИЕ КРЕСТА ГОСПОДНЯ']),\n new DayInformation('Найдите время для домашнего отдыха', ['День работника атомной промышленности']),\n new DayInformation('Удачный момент для прогулок и путешествий'),\n new DayInformation('Отличный момент для семейного отдыха', ['День машиностроителя', 'Международный день переводчика']),\n new DayInformation('Не уклоняйтесь от решения экологических проблем', ['День пожилых людей', 'День сухопутных войск РФ', 'Международный день музыки'])\n];\n\nexport { DayInformation, dayList };\n\n\n\n// WEBPACK FOOTER //\n// ./src/day-list.js","// In production, we register a service worker to serve assets from local cache.\n\n// This lets the app load faster on subsequent visits in production, and gives\n// it offline capabilities. However, it also means that developers (and users)\n// will only see deployed updates on the \"N+1\" visit to a page, since previously\n// cached resources are updated in the background.\n\n// To learn more about the benefits of this model, read https://goo.gl/KwvDNy.\n// This link also includes instructions on opting out of this behavior.\n\nconst isLocalhost = Boolean(\n window.location.hostname === 'localhost' ||\n // [::1] is the IPv6 localhost address.\n window.location.hostname === '[::1]' ||\n // 127.0.0.1/8 is considered localhost for IPv4.\n window.location.hostname.match(\n /^127(?:\\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)){3}$/\n )\n);\n\nexport default function register() {\n if (process.env.NODE_ENV === 'production' && 'serviceWorker' in navigator) {\n // The URL constructor is available in all browsers that support SW.\n const publicUrl = new URL(process.env.PUBLIC_URL, window.location);\n if (publicUrl.origin !== window.location.origin) {\n // Our service worker won't work if PUBLIC_URL is on a different origin\n // from what our page is served on. 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App is running in offline mode.")})}t.a=r;var a=Boolean("localhost"===window.location.hostname||"[::1]"===window.location.hostname||window.location.hostname.match(/^127(?:\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)){3}$/))}]); +//# sourceMappingURL=main.4ba9e5f9.js.map diff --git a/string-compression/attractor-0.png b/string-compression/attractor-0.png new file mode 100644 index 0000000..95594e3 Binary files /dev/null and b/string-compression/attractor-0.png differ diff --git a/string-compression/attractor-1.png b/string-compression/attractor-1.png new file mode 100644 index 0000000..84a7ddc Binary files /dev/null and b/string-compression/attractor-1.png differ diff --git a/string-compression/complex-relations.png b/string-compression/complex-relations.png new file mode 100644 index 0000000..5941b2e Binary files /dev/null and b/string-compression/complex-relations.png differ diff --git a/string-compression/index.html b/string-compression/index.html new file mode 100644 index 0000000..7039543 --- /dev/null +++ b/string-compression/index.html @@ -0,0 +1,343 @@ + + + + Title + + + + + + + + + diff --git a/string-compression/plan.md b/string-compression/plan.md new file mode 100644 index 0000000..9756c42 --- /dev/null +++ b/string-compression/plan.md @@ -0,0 +1,150 @@ +# Строковые алгоритмы сжатия + +## Алгоритмы сжатия в нашей жизни +Сжатие - преобразование данных, уменьшающее их объём +- Примеры сжатия из реальной жизни: + * Война и мир: 747323 символа. Краткий пересказ: 68509 символов + * Ускоренный темп речь + * Рефакторинг кода +- Почти все примеры из реальной жизни - алгоритмы сжатия с потерями + * Из пересказа Войны и мир нельзя узнать какого цвета были глаза у Наташи Ростовой +- Конкретные алгоритмы сжатия без потерь применяются уже для решения технических задач + * gzip, brotli - сжатия компонентов веб-сайтов (CSS, HTML, JS) + * lz4 - сжатие данных в Cassandr-е + +## Зачем нужно сжимать данные? +- Сжатые данные занимают меньше места +- Сжатые данные могут более структурированно представлять исходные данные. + - Это может позволить выполнять некоторые операции эффективнее над сжатым представлением, чем над оригинальным + - 0110101000101000101000100000101000001000101000100 + - len(s) = 50, s[i] = 1 <-> (i+1) - простое число + +## Немного терминологии +- Мы будем рассматривать алгоритмы сжатия для строк - последовательности символов из некоторого алфавита + - s_1 = "атмосфера неравнодушных споров" - строка из 30 символов (|s_1| = 30) русского алфавита и пробела + - s_2 = "01101001" - строка из 8 символов (|s_2| = 8) бинарного алфавита + - s_3 = "AGCTTGAA" - строка из 8 символов (|s_3| = 8) алфавита азотистых оснований ДНК +- Мы будем рассматривать алгоритмы сжатия без потерь + - Алгоритм сжатия A - это пара преобразований A = (Encode, Decode) + - Decode(s) - шифр строки s + - Для любой строки s верно, что Decode(Encode(s)) = s + - Пример "алгоритм сжатия": Encode(s) = ss, Decode(ss) = s + * Encode("hi") = "hihi" + * Decode("hihi") = "hi" + * Decode("abc") = new InvalidProgramStateException(...) + +- Часто используются конвеер из нескольких алгоритмов сжатия: + - Например, пусть мы сжимаем человеческую речь + - A1 = (Encode1, Decode1) - преобразует wav файл в текстовые данные + - A2 = (Encode2, Decode2) - преобразует текстовые данные в бинарный файл + +## Небольшое упражнение +- Пусть есть пара алгоритмов сжатия строк над бинарным алфавитом, шифр для которых тоже является бинарной строкой + - A1 = (Encode1, Decode1) + - A2 = (Encode2, Decode2) +- Как построить алгоритм сжатия A3 = (Encode3, Decode3), который не сильно хуже каждого из алгоритмов A1, A2? + * |Encode3(s)| = min(|Encode1(s)|, |Encode2(s)|) +- Encode3(s) = { 0Encode1(s), если |Encode1(s)| < |Encode2(s)|, 1Encode2(s), иначе } + +## Плохие новости +- Рассмотрим набор всех бинарных строк длиной не более 10 символов: + * 0, 1, 00, 01, 10, 11, 000, 001, 010, 011, 100, 101, 110, 111, ... +- Рассмотрим алгоритмы сжатия бинарных строк, шифр для которых тоже является бинарной строкой +- Сколько существует таких алгоритмов сжатия, что шифр для каждой строки из набора не длиннее чем исходная строка? + * Encode(x) = { 1y, если x = yy, 0x, иначе } + * Encode(00010001) = 00001, |00001| < |00010001| + * Encode(00010011) = 100010011, |100010011| > |00010011| + * Существует ровно один алгоритм с таким свойством: + * Encode(x) = x, Decode(x) = x +- Для любого нетривиального алгоритма сжатия без потерь существует строка, у которой шифр длиннее исходной строки + +## Зачем тогда нужны алгоритмы сжатия? +- Мы работаем со строками с определенной структурой, а не со случайными строками + * Чтобы сохранить все строки длиной в 64 бита нужно 1073741824 ТБ памяти + * EDI за все время своего существования хранит десятки ТБ информации + * Почти все строки - случайные и несжимаемые + +## Как оценить степень сжимаемости строки? + +- 01101001100101101001011001101001 +- abcabcabcabcabcabcabcabcabcabc +- abacabadabacabaeabacabadabacaba + +- babaaabaaaaaaabaaaabaaaaaaaaaaba + +- abcdefghijklmnopqrstuvwxyzabcde +- bgaehbcfggheefbchfacbagbaagbaehg + +- Колмогоровская сложность +- Размер минимального аттрактора +- Размер минимальной прямолинейной программы +- Количество фраз в Лемпель-Зив разложении строки +- Максимальная плотность количества различных подстрок фиксированной длины + +## Колмогоровская сложность +- Размер минимальной программы, которая генерирует заданную строку + * abcabcabcabcabcabcabcabcabcabc + * print("abc" * 10) + * K("abcabcabcabcabcabcabcabcabcabc") <= 17 + +- Колмогоровская сложность строки - невычислимая функция + * Не существует программы, которая принимает на вход строку s, а выдает K(s) + * Попытка написать такую программу приведет к образованию чёрной дыры + * Попытка написать такую программу приведет к тому, что полученная программа либо зацикливается, либо работает неверно + +- Опять плохие новости: идеальной степени сжатия достичь невозможно + +## Размер минимального аттрактора +- Аттрактор - такой набор позиций, что любая подстрока имеет вхождение, пересекающую хотя бы одну позицию из набора +- Опять плохие новости: задача нахождения минимального аттрактора - NP-полная + * Грубо говоря: если для строк длины n минимальный аттрактор на компе разработчика можно найти за T секунд, то для строк длины n + 1 поиск будет занимать ~2T секунд + +- Упражнение на дом для желающих: + * Найти размер минимального аттрактора для строк Туэ-Морса (Kutsukake, Kanaru, et al. "On repetitiveness measures of Thue-Morse words.", 2020) + - 01101001100101101001011001101001 + +## Размер минимальной прямолинейной программы +- Прямолинейная программа - программа на C#, где разрешены только выражения вида: + * var x = "..."; + * var y = a + b + c; + + * var a1 = "a"; + * var a2 = "b"; + * var a3 = a1 + a2; + * var a4 = a3 + a3; + * var a5 = a4 + a3; // a5 = ababab + +- Размер прямолинейной программы - сумма длин правых частей выражений +- Опять плохие новости: задача нахождения минимальной прямолинейной программы - NP-полная + +## Лемпль-Зив разложение строки +- Лемпель-Зив - наверное самый популярный алгоритм сжатия + * Придуман в 1977 году + * До сих пор активно используется как в теории, так и в практике +- Идея построения разложения - подстроки, которые встречались ранее можно заменять на ссылки и не записывать явно + * abacabadabacaba + * ab[a]c[aba]d[abacaba] + * ab(0, 1)c(0, 3)d(0, 7) + +## Максимальная плотность количества рзаличных подстрок фиксированной длины +- S(k) - множество всех различных подстрок длины k для строки s +- Оценка сжимаемости строки - max { S(k) / k } (Raskhodnikova et al., Sublinear algorithms for approximating string compressibility, 2013) + * abacabadabacaba + * S(1) = {a, b, c, d}, S(1) / 1 = 4 + * S(2) = {ab, ba, ac, ca, ad, da} = 6, S(2) / 2 = 3 + * S(3) = {aba, bac, aca, cab, bad, ada, dab}, S(3) / 3 = 7 / 3 + +- Хорошие новости: данную оценку можно вычислить быстро - за линейное время! + +## Как оценки связаны между собой? + +![Right-aligned image](simple-relations.png) + +--- + +## Как оценки связаны между собой? + +![Right-aligned image](complex-relations.png) + + +## Конец diff --git a/string-compression/simple-relations.png b/string-compression/simple-relations.png new file mode 100644 index 0000000..6d6a0cf Binary files /dev/null and b/string-compression/simple-relations.png differ diff --git a/string-compression/slp.png b/string-compression/slp.png new file mode 100644 index 0000000..9aa5fea Binary files /dev/null and b/string-compression/slp.png differ diff --git a/test.html b/test.html new file mode 100644 index 0000000..80c90b5 --- /dev/null +++ b/test.html @@ -0,0 +1,10 @@ + + + + + + + + + +