inaz2

$ python multinom_test.py
H0: the observed frequeicies follows the expected ones
H1: the observed frequeicies does not follow the expected ones
observed_frequencies = [0, 10, 6, 4, 5, 5]
alpha = 0.05

    chisquare: p = 0.064663, H0 is NOT rejected
multinom_test: p = 0.030745, H0 is rejected (# of possible events = 324632)

inaz2

$ python goodness_of_fit.py
H0: the observed frequeicies follows the expected ones
H1: the observed frequeicies does not follow the expected ones

observed_frequencies = [0, 10, 6, 4, 5, 5]
alpha = 0.05

           pearson: p = 0.064663, H0 is NOT rejected
    log-likelihood: p = 0.014007, H0 is rejected
     freeman-tukey: p = 0.000233, H0 is rejected

inaz2

import itertools
from dataclasses import dataclass
from typing import Any, Callable

Handler = Callable[[Any], Any]


@dataclass(frozen=True, match_args=True)
class Effect:
    expr: tuple

inaz2

$ lsb_release -a
No LSB modules are available.
Distributor ID:	Ubuntu
Description:	Ubuntu 22.04.3 LTS
Release:	22.04
Codename:	jammy

$ grep "processor\|model name" /proc/cpuinfo
processor	: 0
model name	: Intel(R) Core(TM) i7-10710U CPU @ 1.10GHz

inaz2

import System.Environment
import Text.Printf

-- single-line comments

{-
multi-line comments
-}

pollardRho n =

inaz2

$ go version
go version go1.21.0 linux/amd64

$ go build -ldflags="-s -w" -trimpath pollardRho.go

$ time ./pollardRho 12814570762777948741
12814570762777948741 = 3861801803 * 3318288047

real	0m0.160s
user	0m0.060s

inaz2

[package]
name = "pollard_rho"
version = "0.1.0"
edition = "2021"

# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html

[dependencies]
rug = "1.20.1"

inaz2

Test code

from typing import List
import requests

def ident(x):
    return x

def add_1(x):

inaz2

interface T<V> { valueOf(): V }
type HECK<V> = V extends T<infer R> ? T<R> : never
type P = string | number | boolean | null | undefined
type FXCK = { [k: string]: U }
type SXIT = (...args: U[]) => U | void
type U = U[] | FXCK | SXIT | P | HECK<any>

let fxck: U
fxck = {}; console.log(fxck)  // FXCK | T<unknown>
fxck = []; console.log(fxck)  // U[] | T<unknown>

inaz2

$ time python3 squfof.py 60766145992321225002169406923
60766145992321225002169406923 = 242950340194949 * 250117558771727

real    0m23.864s
user    0m23.850s
sys     0m0.008s