Naartti

fig, ax = plt.subplots(1, 1, figsize=(18, 7))

sns.lineplot(x=df.index, y="mem_percentage", hue="NAME", data=df, drawstyle="steps")
plt.legend(bbox_to_anchor=(1.01, 1), loc='upper left')
plt.ylabel("MEM [%]")
plt.title(f"Memory")
plt.tick_params(axis='x', which='both', bottom=False, top=False, labelbottom=False)
plt.grid()
plt.show()

Naartti

import re

def get_only_characters(string):
    return re.sub('[^a-zA-Z]+', '', string)

def get_only_numbers(string):
    return float(re.sub('[^\d\.]', '', string))

def to_bit(value):
    return int({

Naartti

df = pd.concat(
    [
        pd.read_csv(filename, delimiter=r"\s\s+", engine="python")
        for filename
        in raw_data_filenames
    ],
    axis=0,
    ignore_index=True,
)

Naartti

import os
from glob import glob

ROOT_PATH = os.path.abspath("..")

raw_data_filenames = glob(os.path.join(ROOT_PATH, "assets/*.csv"))
raw_data_filenames.sort()

Naartti

class Movie(TypedDict, total=False):
    title: str
    release_year: int
    rating: Literal[1, 2, 3, 4, 5]
    comments: list[str]
    sequel: Optional[str]

Naartti

from typing import TypedDict, Literal

class Movie(TypedDict):
    title: str
    release_year: int
    rating: Literal[1, 2, 3, 4, 5]
    comments: list[str]

m_1: Movie = {
    "title": "Star Wars: A New Hope",

Naartti

type Movie = {
    title: string
    releaseYear: number
    rating: 1 | 2 | 3 | 4 | 5
    comments: string[]
    sequel?: string
}

let m1: Movie = {
    title: "Star Wars: A New Hope",

Naartti

from typing import Optional

class Person():
    _id_counter = 0

    def __init__(self, name: str, age: Optional[int]):
        self._id = Person.get_id()
        self.name = name
        self.age = age or 0

Naartti

class Person {
    private static idCounter = 0
    readonly id!: number
    name!: string
    age!: number

    constructor(name: string, age?: number) {
        this.id = Person.getId()
        this.name = name
        this.age = age ?? 0

Naartti

from typing import Optional

def optional_foo(bar: Optional[str]):
    return bar or "No input"