Python collections — Every Class and Function Explained

Mon, 01 Jun 2026 00:00:00 +0000

collections is Python’s standard library module with specialized container datatypes beyond the built-in list, dict, set, and tuple.

from collections import *

`namedtuple` — Lightweight Immutable Data Objects

A factory for tuple subclasses with named fields. More memory-efficient than a class, immutable, and indexable.

Python Dunder Methods — init, str, call and Friends

Mon, 01 Jun 2026 00:00:00 +0000

Dunder (double-underscore) methods let your objects hook into Python’s built-in operations. They’re what makes len(obj), str(obj), obj[key], and with obj work.

class Demo:
    def __init__(self, name):
        self.name = name

    def __str__(self):
        return f"Demo({self.name})"

    def __repr__(self):
        return f"Demo({self.name!r})"

    def __len__(self):
        return len(self.name)

    def __getitem__(self, index):
        return self.name[index]

Construction & Representation

Method	Triggers	Purpose
`__new__(cls, ...)`	`cls(...)`	Allocate instance (rarely overridden)
`__init__(self, ...)`	After `__new__`	Initialize instance state
`__del__(self)`	`del obj` / GC	Cleanup (not a destructor — use context managers)
`__repr__(self)`	`repr(obj)`, REPL	Unambiguous developer-readable string
`__str__(self)`	`str(obj)`, `print(obj)`	Readable user-facing string
`__bytes__(self)`	`bytes(obj)`	Byte representation
`__format__(self, spec)`	`f"{obj:spec}"`, `format(obj)`	Custom formatting

class User:
    def __init__(self, name, age):
        self.name = name
        self.age = age

    def __repr__(self):
        return f"User({self.name!r}, {self.age!r})"

    def __str__(self):
        return self.name

u = User("Alice", 30)
repr(u)   # User('Alice', 30)
str(u)    # Alice
print(u)  # Alice

Container & Sequence Methods

Make your object behave like a list, dict, or set.

Python itertools — Every Function Explained

Mon, 01 Jun 2026 00:00:00 +0000

itertools is Python’s standard library module for building iterator pipelines. Every function returns a lazy iterator — nothing is computed until you loop.

from itertools import *

Infinite Iterators

`count(start=0, step=1)`

Counts forever from start, adding step each time.

Python Slicing — [start:stop:step] Visualized

Mon, 01 Jun 2026 00:00:00 +0000

"hello"[::2]  # → "hlo"

What does each position mean? Let’s break it down.

The Three Slots

  sequence[ start : stop : step ]

Slot	Default	Meaning
`start`	`0` (or `-1` for negative step)	Where to begin
`stop`	`len(seq)` (or `-len(seq)-1` for negative step)	Where to stop (exclusive)
`step`	`1`	How many to skip each time

Each slot is optional. Leave it blank and Python fills in the default.

Swapping Large or Stalled Files with mitmproxy

Mon, 01 Jun 2026 00:00:00 +0000

You’re on a slow network, the JS bundle is 16 MB, and your page won’t finish loading. Or a CDN returns a 504 every third request. You already have the file locally — you just need the browser to use that instead of fetching it again.

mitmproxy can intercept the specific request and swap in a local file transparently. The server never knows, the browser never knows, and the page loads instantly.

@classmethod vs @staticmethod vs Plain Instance Method

Sun, 31 May 2026 00:00:00 +0000

Three ways to define a function inside a class. Each serves a different purpose.

class Demo:
    # ── Instance method (no decorator) ──
    def regular(self, x):
        return f"instance: {self}.{x}"

    # ── Class method ──
    @classmethod
    def clsmtd(cls, x):
        return f"class: {cls}.{x}"

    # ── Static method ──
    @staticmethod
    def static(x):
        return f"static: {x}"

Instance Method — `def method(self, ...)`

Receives self → the instance that called it.
Can read/write instance state (self.attr).
Needs an object to be called on (or you pass one manually).

obj = Demo()
obj.regular("hi")           # instance: <Demo object>.hi
Demo.regular(obj, "hi")     # same thing, explicit self

Class Method — `@classmethod`

Receives cls → the class itself (or a subclass).
Can access/modify class-level state (cls.attr).
Polymorphic — if a subclass calls it, cls is the subclass.

Demo.clsmtd("hi")            # class: <class 'Demo'>.hi

class Sub(Demo): pass
Sub.clsmtd("hi")             # class: <class 'Sub'>.hi

Common use: alternative constructors.

Bitwise Shifting — See the Bits Move

Sun, 31 May 2026 00:00:00 +0000

Every integer your computer works with — every colour value, every coordinate, every flag — lives as a row of bits (0s and 1s). Bitwise shift operators reach into that row and slide the bits left or right.

Classic 2D Games — Play in Browser

Sun, 31 May 2026 00:00:00 +0000

5 classic arcade games, implemented from scratch in HTML Canvas + JavaScript. No frameworks, no dependencies — just you, the keyboard, and a few hundred lines of game loop.

Select a game

🐍 Snake

Score: 0

Arrow keys to move · P to pause

🧱 Tetris

Score: 0 · Lines: 0

← → move · ↑ rotate · ↓ soft drop · Space hard drop · P pause

🏓 Pong

0 - 0

W/S to move left paddle · ↑/↓ for right (2-player) · Space to serve

🧱 Breakout

Score: 0

← → to move paddle · mouse also works

💣 Minesweeper

Click a cell to start

Left-click to reveal · Right-click to flag

Lightning Fast Android & Gradle Builds

Sun, 31 May 2026 00:00:00 +0000

Waiting 3–5 minutes for every Gradle build is a productivity killer. Here’s every optimisation I apply to cut build times down to seconds — not minutes.

On my machine: 20GB RAM + 12th Gen Intel Core i3 (4 P-cores, no E-cores). These settings are tuned to squeeze every drop of performance out of that hardware.

The One-Shot Config

Drop this into your project-level gradle.properties. Tuned for 20GB RAM + 12th Gen Intel.

List Comprehension vs Generator in Python

Sun, 31 May 2026 00:00:00 +0000

Two of Python’s most elegant features — list comprehensions and generator expressions. Both build sequences from existing iterables, but they behave very differently under the hood.

List Comprehension — Eager

Produces the entire list in memory at once. Use when you need random access, multiple passes, or the result is small.

# Basic
squares = [x**2 for x in range(10)]

# With condition
evens = [x for x in range(20) if x % 2 == 0]

# Nested loops
pairs = [(a, b) for a in range(3) for b in range(3)]

# With if-else (ternary)
labels = ["even" if x % 2 == 0 else "odd" for x in range(10)]

Generator Expression — Lazy

Produces values one at a time on iteration. Minimal memory footprint. Use for large data streams, pipelines, or single-pass logic.

Binary Search — Correctness, Prerequisites & Common Pitfalls

Sat, 30 May 2026 00:00:00 +0000

Prerequisite

The input must be sorted ascending. Binary search exploits ordering to halve the search space each step — if the list isn’t sorted, the whole premise collapses.

assert li == sorted(li), "list must be sorted"

Correct Implementation

def bin_search(li, v, l, h):
    if l >= h:
        return -1

    mid = l + (h - l) // 2

    if li[mid] == v:
        return mid
    elif li[mid] > v:
        return bin_search(li, v, l, mid)     # v in left half, [l, mid)
    else:
        return bin_search(li, v, mid + 1, h) # v in right half, [mid+1, h)

What Your Code Got Wrong

Your version had one critical bug that breaks everything:

Python Data Structures: Master Comparison Table

Sat, 30 May 2026 00:00:00 +0000

A quick-reference table covering all four built-in data structures in Python — List, Tuple, Set, and Dictionary.

Feature / Method	List	Tuple	Set	Dictionary
Structure	Single items	Single items	Single items	Key-Value pairs
Order	Ordered	Ordered	Unordered	Ordered
Mutability	Mutable	Immutable	Mutable	Mutable
Duplicates	Allowed	Allowed	Not allowed	Keys unique / Values duplicate
Datatype Combinations	Mixed types allowed	Mixed types allowed	Mixed types (Hashable only)	Mixed types (Keys must be hashable)
Syntax	`[ ]`	`( )`	`{ }`	`{ : }`
`append`	True	—	—	—
`extend`	True	—	—	—
`insert`	True	—	—	—
`remove`	True	—	True	—
`pop`	True	—	True	True
`clear`	True	—	True	True
`index`	True	True	—	—
`sort`	True	—	—	—
`count`	True	True	—	—
`reverse`	True	—	—	—
`copy`	True	—	True	True
`add`	—	—	True	—
`discard`	—	—	True	—
`union`	—	—	True	—
`intersection`	—	—	True	—
`difference`	—	—	True	—
`issubset` / `isdisjoint`	—	—	True	—
`keys`	—	—	—	True
`values`	—	—	—	True
`items`	—	—	—	True
`get`	—	—	—	True
`update`	—	—	—	True
`popitem`	—	—	—	True
`setdefault`	—	—	—	True
`map`	True	True	True	True
`filter`	True	True	True	True

Legend

True — Method available
— — Method not available
Tuple is immutable, so it supports only index and count out of all mutating / modifying methods.
Set members must be hashable (no lists, dicts, or other sets as elements).
Dict keys must also be hashable; values can be any type.

Spaceboy Theme: Configuration Reference

Fri, 29 May 2026 00:00:00 +0000

Every parameter can be set in two places. hugo.toml [params] sets the site-wide default. Front matter on a single post overrides it. Front matter always wins.

Typography

Font Family

The font parameter replaces --font-body for the entire page — headings, nav, and body text.

Value	Renders as	Best for
`mono`	JetBrains Mono (default)	Tech posts, code-heavy writing
`serif`	Georgia → Charter → Palatino	Stories, novels, essays, research
`sans`	system-ui → Segoe UI → Roboto	Short-form, recipes, reviews
any CSS string	Custom font stack	Total control

font: serif

Note

font: serif also sets --letter-spacing-normal: 0.01em and --line-height-body: 1.9 automatically — both improve serif body readability without any extra config.

Drop Cap

Enlarges the first letter of the first paragraph using CSS ::first-letter. No markup changes needed.

The Daily Standup

Fri, 29 May 2026 00:00:00 +0000

The Daily StandupEpisode 7 — "Yesterday, Today, and Blockers"

9:00 AM — the invite

🧑‍💻

Daily standup starting now. Please join.

9:01 AM

🧑‍💻

I was in the middle of something.

9:02 AM — the team

🧑‍💻 👩‍💻 🧑‍💻

👩‍💻 🧑‍💻 👩‍💻

Six people. One camera. Seven muted mics.

9:03 AM — "What did you do yesterday?"

Merged the PR we discussed on Thursday—

Which Thursday?

...Last Thursday.

We had two PRs on Thursday.

The auth one.

Oh. I thought that was still in review.

9:04 AM

🧑‍💻

It merged six days ago. I told you in Slack.

9:06 AM — "What are you doing today?"

👩‍💻

Working on the ticket. Should be done EOD.

9:06 AM — the PM

📋

Can we get that by 2?

9:06 AM

👩‍💻

EOD means end of day.
I said EOD.

9:08 AM — "Any blockers?"

Yeah actually — I need credentials for the staging DB.

Oh that's — yeah, DevOps handles that, ping @

I pinged them Thursday.

Which Thursday?

9:08 AM — meanwhile

🧑‍💻

I had this blocker for eight days. I mentioned it at five standups. It will be added to the backlog and scheduled for "next sprint." We are already in the next sprint.

9:11 AM — the sync

📋

Can we take this offline?

9:11 AM

👩‍💻

We ARE offline. This IS the standup.
The standup is the offline.

9:12 AM

📅

Calendar invite sent:
"Quick sync re: standup"
30 min · recurring

🧑‍💻

"Okay, same time tomorrow. Good standup everyone."

👩‍💻🧑‍💻👩‍💻
all left at 9:12:44

— end of episode 7 —
the blocker was resolved 11 days later

Docker to Setup (D2S) - Frappe Multi-Site Bench

Mon, 25 May 2026 00:00:00 +0000

Step-by-step guide to create and run multiple isolated Frappe sites using Traefik reverse proxy.

Based on frappe_docker.

Architecture

What We Built

Complete isolation: Each site has separate MariaDB, Redis, and application containers
Auto-discovery: Traefik routes based on Host header — no manual port mapping
Scalable: Add unlimited sites without changing existing configuration
Single entrypoint: All sites share one HTTP port (:8100)

graph LR
    C["Client"] -->|"Host: s1.inxeoz.com"| T["Traefik :8100"]
    C -->|"Host: s2.inxeoz.com"| T
    T -->|"s1.inxeoz.com"| P1F["Project-1 Frontend"]
    T -->|"s2.inxeoz.com"| P2F["Project-2 Frontend"]
    P1F --> P1B["Project-1 Backend"]
    P2F --> P2B["Project-2 Backend"]
    P1B --> P1D[("MariaDB")]
    P2B --> P2D[("MariaDB")]
    P1B --> P1R[("Redis")]
    P2B --> P2R[("Redis")]

Container Layout

traefik                    # Reverse proxy (:8100)
├── project-1-frontend-1        # nginx frontend
├── project-1-backend-1         # Frappe backend
├── project-1-db-1              # MariaDB database
├── project-1-redis-cache-1     # Redis cache
├── project-1-redis-queue-1     # Redis queue
├── project-1-websocket-1       # WebSocket server
├── project-1-scheduler-1       # Background scheduler
├── project-1-queue-short-1     # Short task queue
├── project-1-queue-long-1      # Long task queue
├── project-2-frontend-1    # Same layout, isolated stack
├── project-2-backend-1
├── project-2-db-1
└── ...

Network Flow

Request → Host: s1.inxeoz.com → localhost:8100
Traefik reads Host header → routes to project-1-frontend-1
nginx in container → proxies to project-1-backend-1
Frappe serves the site from its isolated database

Prerequisites

git
Docker or Podman
Docker Compose v2

Quick Start

Two commands to get a working multi-site setup:

Attention Is All You Need — Explained Simply

Thu, 21 May 2026 00:00:00 +0000

The paper that built modern AI · Vaswani et al., 2017

Attention Is
All You Need

The famous research paper behind ChatGPT, translation apps, and almost every AI you use today — rewritten so anyone can follow it, with things you can actually play with.

Original authors: Vaswani, Shazeer, Parmar, Uszkoreit, Jones, Gomez, Kaiser, Polosukhin
Google Brain & Google Research · Published at NeurIPS 2017
This page: a plain-language, interactive walkthrough.

data-testid — From Zero to Hero

Thu, 21 May 2026 00:00:00 +0000

A complete guide to mandatory data-testid enforcement, duplicate detection, auto-generation, and E2E workflow — with every command you need.

1. What is `data-testid` and why do you need it?

data-testid is an HTML attribute that decouples your tests from CSS classes, DOM structure, and text content. Instead of brittle selectors like .btn-primary > span:first-child, you write:

page.locator('[data-testid="btn:submit-request"]').click();

Your tests survive refactors. Your CSS changes don’t break your CI.

Frappe Docker Setup (Custom Image + App)

Thu, 21 May 2026 00:00:00 +0000

Based on frappe_docker

This guide walks through deploying a custom Frappe app using Docker — from cloning frappe_docker and building a custom image with your app baked in, to spinning up containers and creating the first site. It also covers offline/air-gapped deployment for servers without internet access.

1. Clone Repository

mkdir frappe-wiki
cd frappe-wiki
git clone --depth 1 https://github.com/frappe/frappe_docker .

2. Define Apps (`apps.json`)

[
  {
    "url": "https://github.com/frappe/wiki",
    "branch": "develop"
  }
]

3. Build Custom Image

Recommended (BuildKit)

docker build \
  --build-arg=FRAPPE_PATH=https://github.com/frappe/frappe \
  --build-arg=FRAPPE_BRANCH=version-16 \
  --secret=id=apps_json,src=apps.json \
  --tag=custom:16 \
  --file=images/layered/Containerfile .

For Older Docker Versions

export APPS_JSON_BASE64=$(base64 -w 0 apps.json)

docker build \
  --build-arg=FRAPPE_PATH=https://github.com/frappe/frappe \
  --build-arg=FRAPPE_BRANCH=version-16 \
  --build-arg=APPS_JSON_BASE64=$APPS_JSON_BASE64 \
  --tag=custom:16 \
  --file=images/layered/Containerfile .

4. Environment Configuration (`custom.env`)

ERPNEXT_VERSION=v16.13.0
DB_PASSWORD=123
FRAPPE_SITE_NAME_HEADER=wiki.localhost
HTTP_PUBLISH_PORT=8072

CUSTOM_IMAGE=custom
CUSTOM_TAG=16
PULL_POLICY=missing

5. Generate Compose File

docker compose --env-file custom.env \
  -f compose.yaml \
  -f overrides/compose.mariadb.yaml \
  -f overrides/compose.redis.yaml \
  -f overrides/compose.noproxy.yaml \
  config > compose.custom.yaml

Offline / Air-Gapped Setup

Steps 1–5 can be done locally (if server doesn’t have internet connection).

Neural Network Concepts & Architecture

Tue, 21 Apr 2026 00:00:00 +0000

This document explains the logical structure and operational principles of a feedforward neural network with backpropagation.

Network Topology

A neural network is organized into layers of interconnected processing units called Neurons. Data flows from the input layer through hidden layers to the output layer.

graph LR
    subgraph IL [Input Layer]
        I1((Input 1))
        I2((Input 2))
    end

    subgraph HL [Hidden Layer]
        H1((Neuron 1))
        H2((Neuron 2))
        H3((Neuron 3))
    end

    subgraph OL [Output Layer]
        O1((Output 1))
    end

    %% Connections
    I1 --- H1
    I1 --- H2
    I1 --- H3
    I2 --- H1
    I2 --- H2
    I2 --- H3

    H1 --- O1
    H2 --- O1
    H3 --- O1

    style IL fill:#f9f,stroke:#333,stroke-width:2px
    style HL fill:#bbf,stroke:#333,stroke-width:2px
    style OL fill:#dfd,stroke:#333,stroke-width:2px

Component Logic

1. The Neuron

The neuron is the primary unit of computation. It performs three main steps:

Rust Patterns: Don’t Peel the Onion

Tue, 31 Mar 2026 00:00:00 +0000

In Rust, working with references is a lot like handling an onion. Understanding when to “peel” the onion and when to keep it whole is the secret to mastering pattern matching and mutation.

The Onion Analogy

Think of a mutable reference (&mut i32) as an onion:

The Outer Layer: This is the reference (the “address” or “handle”).
The Core: This is the actual data (the number itself).

Peeling the Onion (&mut v)

When you use a pattern like for &mut v in slice.iter_mut(), you are explicitly telling Rust to peel off the reference layer.

Word List :The Boy Who Loved By Durjoy Datta

Sat, 28 Mar 2026 00:00:00 +0000

I have read book The Boy Who Loved by Durjoy datta My Goal Was to Enjoy book and Find New English Words So Here is that list

Part 1: First Impressions (B - S)

Word	Pronunciation (Phonetic)	Meaning
Brylcreem	BRIL-kreem	A classic brand of hair styling pomade.
Splotches	SPLOCH-iz	Irregular marks or stains.
Discernible	duh-SER-nuh-bul	Able to be perceived or recognized.
Morsels	MOR-sulz	Small pieces of food or information.
Throbbing	THROB-ing	Beating or pulsing with pain or emotion.
Gall	GAWL	Bold, impudent behavior; or bitterness.
Brutes	BROOTS	Cruel, violent, or insensitive people.
Whims	WIMZ	Sudden desires or change of mind.
Floundering	FLOWN-dur-ing	Struggling mentally or showing great confusion.
Succour	SUK-ur	Assistance and support in times of hardship.
Lenient	LEE-nee-unt	Merciful or tolerant; not strict.
Rowdier	ROW-dee-ur	Noisier and more disorderly.
Stout	STOWT	Somewhat fat or of heavy build; brave.
Furtive	FUR-tiv	Attempting to avoid notice; secretive.
Lissome	LISS-um	Slim, graceful, and flexible.
Cusp	KUSP	The point at which something is about to change.
Load-shedding	LOHD-shed-ing	Intentional power outages to prevent grid failure.
Telltale	TEL-tayl	Revealing or indicating something.
Flirted	FLUR-ted	Experimented with or behaved playfully.
Sombre	SOM-bur	Dark, dull, or gloomy in character.
Sullen	SUL-un	Bad-tempered and sulky; gloomy.
Recurring	ree-KUR-ing	Occurring again periodically.
Fluttering	FLUT-ur-ing	Moving with a light, irregular motion.
Gruesome	GROO-sum	Causing repulsion or horror; grisly.
Erasure	ee-RAY-zhur	The removal of writing or recorded data.
Charred	CHARD	Burned or blackened by fire.
Choir	KWY-ur	An organized group of singers.
Smelt	SMELT	Extracted metal from ore; or past tense of smell.
Staunch	STAWNCH	Loyal and committed in attitude.
Conspicuously	kun-SPIK-yoo-us-lee	In a clearly visible or attracting way.
Rite	RITE	A religious or solemn ceremony/act.
Miffed	MIFT	Somewhat annoyed or offended.
Morose	muh-ROHS	Sullen and ill-tempered.
Intimidating	in-TIM-ih-day-ting	Frightening or overawing.
Sleuthing	SLOOTH-ing	Carrying out an investigation; tracking.
Wielding	WEEL-ding	Holding and using (a tool or weapon).
Blissfully	BLIS-fuh-lee	In a manner characterized by extreme happiness.
Oblivious	uh-BLIV-ee-us	Not aware of or concerned about what is happening.
Adversaries	AD-vur-sair-eez	One’s opponents in a contest or conflict.
Chagrin	shuh-GRIN	Distress or embarrassment at failure.
Stilts	STILTS	Long upright posts used to support a building.

Part 2: Behavioral Traits (L - S)

Word	Pronunciation	Meaning
Frown	FROWN	A facial expression of displeasure.
Seismic	SYZ-mik	Relating to earthquakes; of enormous effect.
Arrhythmia	uh-RITH-mee-uh	A condition where the heart beats irregularly.
Ricocheting	RIK-uh-shay-ing	Bouncing off a surface.
Impeccable	im-PEK-uh-bul	In accordance with the highest standards; faultless.
Clincher	KLIN-chur	A fact or event that settles a matter.
Fraught	FRAWT	Filled with (usually something undesirable).
Sinusoidal	sy-nuh-SOY-dul	Mathematical curve describing a smooth periodic oscillation.
Dapper	DAP-ur	Neat and trim in dress and appearance.
Clung	KLUNG	Adhered tightly or held on to something.
Wailed	WAYLD	Made a prolonged high-pitched cry of pain.
Impending	im-PEN-ding	About to happen; looming.
Snot	SNOT	Nasal mucus (informal/impolite).
Jacketed	JAK-it-ed	Covered or encased in a outer layer.
Teetering	TEE-tur-ing	Swaying or moving unsteadily.
Cubicle	KYOO-bih-kul	A small partitioned space or room.
Dutiful	DOO-tee-ful	Conscientiously fulfilling one’s obligations.
Baritone	BARE-ih-tohn	An adult male singing voice between tenor and bass.
Browbeat	BROW-beet	To intimidate by overbearing looks or words.
Confidante	KON-fih-dahnt	A person with whom one shares a secret.
Pretences	pree-TEN-siz	Attempts to make something that is not the case appear true.
Splintering	SPLIN-tur-ing	Breaking into small, sharp fragments.
Benevolent	buh-NEV-uh-lunt	Well-meaning and kindly.
Capricious	kuh-PREE-shus	Given to sudden changes of mood or behavior.
Fiddle	FID-ul	To touch or fidget with something restlessly.
Tantalizingly	TAN-tuh-ly-zing-lee	In a way that teases with the sight of something unattainable.
Appalled	uh-PAWLD	Greatly dismayed or horrified.
Flitting	FLIT-ing	Moving swiftly and lightly.
Hieroglyphics	hy-ruh-GLIF-iks	Writing consisting of pictures/symbols.
Cantankerous	kan-TANG-kur-us	Bad-tempered, argumentative, and uncooperative.
Obliterating	uh-BLIT-ur-ay-ting	Destroying utterly; wiping out.
Transgressions	tranz-GRES-shunz	Acts that go against a law or rule.
Perennially	puh-REN-ee-uh-lee	In a way that continues for a long or infinite time.
Cram	KRAM	Completely fill to the point of overflowing.
Presumptuous	pree-ZUMP-choo-us	Failing to observe the limits of what is appropriate.
Skulduggery	skul-DUG-uh-ree	Underhanded or unscrupulous behavior; trickery.
Consternation	kon-stur-NAY-shun	Feelings of anxiety or dismay at something unexpected.
Strides	STRYDZ	Long, decisive steps in walking.
Trotted	TROT-ed	Proceeded at a pace faster than a walk.
Panted	PAN-ted	Breathed with short, quick breaths.
Haphazard	hap-HAZ-urd	Lacking any obvious principle of organization.
Frivolous	FRIV-uh-lus	Not having any serious purpose or value.

Part 3: Emotional Shadows (S - R)

Word	Pronunciation	Meaning
Dismissively	dis-MISS-iv-lee	In a manner that suggests something is unworthy of notice.
Semi-esque	sem-ee-ESK	Resembling something in part (informal/creative).
Thumped	THUMPT	Hit or struck heavily.
Throbbed	THROBT	Pulsated or beat with pain.
Accessory	ak-SES-uh-ree	A thing which can be added to something else; accomplice.
Ruminating	ROO-mih-nay-ting	Thinking deeply about something.
Reminiscing	rem-ih-NISS-ing	Indulging in enjoyable recollection of past events.
Squealed	SKWEELD	Made a long, high-pitched cry or noise.
Scrambled	SKRAM-buld	Moved or climbed in a hurried or awkward way.
Headboard	HED-bord	An upright panel at the head of a bed.
Fuming	FYOO-ming	Feeling or showing great anger.
Scouting	SKOW-ting	Making a search for someone or something.
Fussing	FUSS-ing	Showing unnecessary or excessive concern.
Rebunking	ree-BUNK-ing	Re-occupying a bunk or bed; returning to a previous state.
Overhaul	OH-vur-hawl	A thorough examination or repair.
Shed	SHED	To discard or let fall; or a simple roofed structure.
Hurled	HURLD	Threw something with great force.
Wretched	RETCH-id	In a very unhappy or unfortunate state.
Fester	FES-tur	Become worse or more intense; to rot.
Fasted	FAST-ed	Abstained from all or some kinds of food or drink.
Decimated	DES-ih-may-ted	Killed or destroyed a large percentage of.
Choicest	CHOY-sist	Of the best quality; most desirable.
Goad	GOHD	Provoke or annoy someone into action.
Inadvertently	in-ad-VUR-tunt-lee	Without intention; accidentally.
Shies	SHYZ	To recoil or show reluctance.
Stumble	STUM-bul	Trip or momentarily lose one’s balance.
Affinity	uh-FIN-ih-tee	A spontaneous or natural liking for something.
Dearly	DEER-lee	Very much; at a high cost.
Solace	SOL-iss	Comfort or consolation in a time of distress.
Fury	FYOOR-ee	Wild or violent anger.
Vase	VAYZ	A decorative container for flowers.
Plead	PLEED	To make an emotional appeal.
Abettors	uh-BET-urz	People who encourage or assist in wrongdoing.
Ilish	EE-lish	A popular species of fish in South Asia (Hilsa).
Fumbling	FUM-bling	Handling something clumsily.
Serrated	SER-ay-ted	Having a jagged edge like a saw.
Defy	dee-FY	Openly resist or refuse to obey.
Pursuit	pur-SOOT	The action of following or pursuing someone.
Plasticine	PLAS-tuh-seen	A brand of putty-like modeling material.
Seldom	SEL-dum	Not common; rarely.

Word	Pronunciation	Meaning
Abysmal	uh-BIZ-mul	Extremely bad; appalling.
Ubiquitous	yoo-BIK-wih-tus	Present, appearing, or found everywhere.
Frivolity	frih-VOL-ih-tee	Lack of seriousness; lightheartedness.
Dubious	DOO-bee-us	Hesitating or doubting.
Crackled	KRAK-uld	Made a series of slight cracking noises.
Clawed	KLAWD	Scratched or dug at with claws or fingers.
Tottering	TOT-ur-ing	Moving unsteadily as if about to fall.
Defiling	dee-FY-ling	Sullying, marring, or spoiling.
Stark	STARK	Severe or bare in appearance.
Cease	SEES	Bring or come to an end.
Vetoed	VEE-tohd	Exercised a rejection of a proposal.
Fists	FISTS	Hands closed tightly with fingers doubled into palm.
Preclude	pree-KLOOD	Prevent from happening; make impossible.
Welts	WELTS	Red, swollen marks on the skin.
Pessimism	PES-ih-miz-um	A tendency to see the worst aspect of things.
Gustily	GUS-tih-lee	With strong, sudden rushes of wind or emotion.
Nuzzling	NUZ-ling	Rubbing or pushing gently with the nose.
Exonerate	eg-ZON-uh-rayt	Absolve from blame for a fault or wrongdoing.
Umpteenth	UMP-teenth	Used to emphasize that something has happened many times.
Pied Piper	PYD-PY-pur	A person who induces others to follow them.
Verbatim	vur-BAY-tim	In exactly the same words as were used originally.
Propensity	pruh-PEN-sih-tee	An inclination or natural tendency to behave in a way.
Enthral	en-THRAWL	Capture the fascinated attention of.
Studious	STOO-dee-us	Spending a lot of time studying or reading.
Knack	NAK	An acquired or natural skill at performing a task.
Mundane	mun-DAYN	Lacking interest or excitement; dull.
Devastated	DEV-uh-stay-ted	Severely shocked or overwhelmed.
Coax	KOHKS	Persuade someone gradually or gently.
Smeared	SMEERD	Coated or marked with a greasy or sticky substance.
Fizzled out	FIZ-uld-owt	Ended feebly or failed gradually.
Tiptoed	TIP-tohd	Walked quietly on one’s toes.
Writhed	RY-thid	Made continual twisting movements of the body.
Rickety	RIK-ih-tee	Likely to collapse or break; shaky.
Obstinately	OB-stin-ut-lee	Stubbornly refusing to change one’s opinion.
Pestered	PES-turd	Troubled or annoyed with frequent requests.
Encroachment	en-KROCH-munt	Intrusion on a person’s territory or rights.
Menace	MEN-iss	A person or thing that is likely to cause harm; a threat.
Theatrics	thee-AT-riks	Dramatic or exaggerated behavior.
Gesticulated	jes-TIK-yoo-lay-ted	Used gestures to emphasize one’s words.
Incarnate	in-KAR-nut	Embodied in flesh; in human form.

Part 5: Medical & Physical States (S - I)

Word	Pronunciation	Meaning
Implausible	im-PLAW-zih-bul	Not seeming reasonable or probable.
Untucked	un-TUKT	Not pushed into a waistband.
Sullied	SUL-eed	Damaged the purity or integrity of.
Wholly	HO-lee	Entirely; fully.
Stormed-off	STORMD-awf	Left angrily.
Scouring	SKOW-ur-ing	Searching a place or thing thoroughly.
Organism	OR-guh-niz-um	An individual animal, plant, or single-celled life form.
Repentant	ree-PEN-tunt	Expressing or feeling sincere regret and remorse.
Consolation	kon-suh-LAY-shun	Comfort received after a loss or disappointment.
Shrugging	SHRUG-ing	Raising shoulders to express doubt or indifference.
Struggled	STRUG-uld	Made forceful efforts to get free; strived.
Harboured	HAR-burd	Kept a thought or feeling in one’s mind.
Ulterior	ul-TEER-ee-ur	Existing beyond what is obvious or admitted.
Demeanour	dih-MEEN-ur	Outward behavior or bearing.
Equanimity	ek-wuh-NIM-ih-tee	Mental calmness and composure.
Anecdotes	AN-ik-dohts	Short and amusing/interesting stories.
Leant	LENT	Inclined the body in a particular direction (past tense).
Anticipation	an-tiss-ih-PAY-shun	The action of expecting or predicting something.
Jinxed	JINGKST	Brought bad luck to.
Scalpel	SKAL-pul	A small, sharp knife used in surgery.
Dexterity	deks-TER-ih-tee	Skill in performing tasks, especially with hands.
Orchestrated	OR-kus-tray-ted	Planned or coordinated elements of a situation.
Envious	EN-vee-us	Feeling or showing envy; jealous.
Confounds	kun-FOWNDZ	Causes surprise or confusion in someone.
Churned	CHURND	Agitated or turned (liquids or emotions).
Crutch	KRUTCH	A support used by a person with an injury.
Gaffes	GAFS	Unintentional acts or remarks causing embarrassment.
Oblige	uh-BLYJ	Make someone legally or morally bound to do something.
Nemesis	NEM-uh-siss	A long-standing rival; an arch-enemy.
Lingering	LING-gur-ing	Lasting for a long time or slow to end.
Murmurs	MUR-murz	Soft, indistinct sounds.
Reverie	REV-uh-ree	A state of being pleasantly lost in one’s thoughts.
Scraggy	SKRAG-ee	Thin and bony.
Bigoted	BIG-ut-ed	Having an unreasonable attachment to a belief/prejudice.
Feverish	FEE-vur-ish	Characterized by intense excitement or activity.
Sulking	SUL-king	Being silent and bad-tempered out of annoyance.
Montages	mon-TAZH-iz	Sequences of shots or images in a film/book.

Part 6: Movement & Mannerisms (T - B)

Word	Pronunciation	Meaning
Unbeknownst	un-bih-NOHNST	Without the knowledge of.
Indiscriminately	in-dis-KRIM-ih-nut-lee	In a random manner; without careful judgment.
Coddle	KOD-ul	Treat in an indulgent or overprotective way.
Lingam	LING-gum	A symbol of the god Shiva in Hinduism.
Exalted	eg-ZAWL-ted	Placed in a high or powerful level or rank.
Fiddling	FID-ling	Touching or fidgeting with something.
Nonchalantly	non-shuh-LAHNT-lee	In a calm and relaxed manner.
Charade	shuh-RAYD	An absurd pretense intended to create a facade.
Wilted	WIL-ted	Limp through loss of water or enthusiasm.
Shallowly	SHAL-oh-lee	Not deep; in a surface-level manner.
Mutineers	myoo-tih-NEERZ	People who revolt against authority.
Indignant	in-DIG-nunt	Feeling or showing anger at unfair treatment.
Pacifist	PASS-ih-fist	A person who believes that war and violence are unjustifiable.
Sprung	SPRUNG	Moved or jumped suddenly.
Infatuation	in-fat-choo-AY-shun	An intense but short-lived passion for someone.
Martyred	MAR-turd	Killed because of religious or other beliefs.
Bewilderment	bih-WIL-dur-munt	A feeling of being perplexed and confused.
Strode	STROHD	Walked with long, decisive steps.
Wails	WAYLZ	Long, high-pitched cries of pain or grief.
Collateral	kuh-LAT-ur-ul	Something pledged as security; secondary damage.
Snippets	SNIP-its	Small pieces or brief extracts.
Exterminated	ek-stur-mih-nay-ted	Destroyed completely.
Bayoneted	BAY-uh-net-ed	Stabbed with a blade attached to a rifle.
Dribbled	DRIB-uld	Let saliva fall from the mouth; leaked in small drops.
Loitered	LOY-turd	Stood or waited around idly without purpose.
Perpetrators	PUR-puh-tray-turz	People who carry out a harmful or illegal act.
Atrocities	uh-TROSS-ih-teez	Extremely wicked or cruel acts.
Vanquished	VANG-kwisht	Defeated thoroughly.
Shushed	SHUSHT	Told someone to be quiet.
Embryonic	em-bree-ON-ik	In a very early stage of development.
Ascertain	ass-ur-TAYN	Find out for certain; make sure of.
Spoilt	SPOYLT	Diminished the quality or value of; pampered.
Swelled	SWELD	Became larger or rounder in size.
Minuscule	MIN-us-kyool	Extremely small; tiny.
Transpired	tran-SPYRD	Occurred; happened.
Lest	LEST	With the intention of preventing; for fear that.
Spewing	SPEW-ing	Expelling large quantities of something rapidly.
Chided	CHY-did	Scolded or rebuked.
Folly	FOL-ee	Lack of good sense; foolishness.
Oracle	OR-uh-kul	A priest/priestess acting as a medium for prophecy.
Poise	POYZ	Graceful and elegant bearing in a person.

Part 7: Feelings of Unease (T - H)

Word	Pronunciation	Meaning
Reprimands	REP-rih-mandz	Formal expressions of disapproval.
Corroborates	kuh-ROB-uh-rayts	Confirms or gives support to.
Reverberating	ree-VUR-bur-ay-ting	Echoing; continuing as if in a series of echoes.
Inexplicably	in-ek-SPLIK-uh-blee	In a way that cannot be explained or accounted for.
Silhouette	sil-oo-ET	The dark shape and outline of someone/something.
Auricles	OR-ih-kulz	Upper cavities of the heart (atria).
Ventricles	VEN-trih-kulz	Lower cavities of the heart.
Tendons	TEN-dunz	Flexible cords of strong tissue attaching muscle to bone.
Scorn	SKORN	The feeling that someone is worthless or despicable.
Cunning	KUN-ing	Having skill in achieving one’s ends by deceit.
Wheeled	WEELD	Turned around quickly; or moved on wheels.
Wickedness	WIK-id-ness	The quality of being evil or morally wrong.
Farthest	FAR-thist	At the greatest distance in space or time.
Tethered	TETH-urd	Tied with a rope or chain.
Lovelorn	LUV-lorn	Unhappy because of unrequited love.
Barged	BARJD	Moved forcefully or roughly.
Staple	STAY-pul	A main or important element of something.
Conciliatory	kun-SIL-ee-uh-tor-ee	Intended to placate or pacify.
Blanch	BLANCH	Flinch or grow pale from shock or fear.
Manoeuvre	muh-NOO-vur	A movement or series of moves requiring skill.
Shove	SHUV	Push someone or something roughly.
Rebukes	ree-BYOOKS	Sharp criticisms or expressions of disapproval.
Mended	MEN-did	Repaired; fixed.
Courtiers	KOR-tee-urz	Persons who attend a royal court as companions.
Assuaged	uh-SWAYJD	Made an unpleasant feeling less intense.
Slit	SLIT	A long, narrow cut or opening.
Jab	JAB	Poke roughly or quickly with something sharp.
Innocuous	in-OK-yoo-us	Not harmful or offensive.
Stellar	STEL-ur	Exceptionally good; outstanding.
Rankled	RANG-kuld	Caused annoyance or resentment that persists.
Ominous	OM-ih-nus	Giving the impression that something bad is going to happen.
Salvo	SAL-voh	A simultaneous discharge of artillery; a sudden burst.
Gruffly	GRUF-lee	In a rough, stern, or surly manner.
Vent	VENT	Give free expression to a strong emotion.
Insidious	in-SID-ee-us	Proceeding in a gradual, subtle way with harmful effects.
Seeped	SEEPT	Flowed or leaked slowly through porous material.
Morphed	MORFT	Changed smoothly from one image/state to another.
Revel	REV-ul	Enjoy oneself in a lively and noisy way.

Part 8: Action & Reaction (D - R)

Word	Pronunciation	Meaning
No-holds-barred	noh-HOHLDZ-BARD	Without limits or rules.
Savour	SAY-vur	Enjoy or appreciate something completely.
Rarity	RARE-ih-tee	The state of being uncommon or scarce.
Appraising	uh-PRAY-zing	Assessing the value or quality of.
Sincerest	sin-SEER-ist	Free from deceit; genuine.
Groan	GROHN	A deep inarticulate sound of pain or despair.
Creak	KREEK	A harsh scraping or squeaking sound.
Mouthed	MOWTHD	Moved the lips as if saying something.
Frenzy	FREN-zee	A state or period of uncontrolled excitement.
Quivered	KWIV-urd	Trembled or shook with a slight rapid motion.
Embargo	em-BAR-goh	An official ban on trade or activity.
Ensnare	en-SNARE	Catch in or as in a trap.
Modesty	MOD-iss-tee	Quality of being unassuming; decency.
Lunatic	LOO-nuh-tik	A mentally ill person (dated); extremely foolish.
Slumped	SLUMPT	Sat or fell down heavily.
Cradling	KRAY-dling	Holding gently and protectively.
Daze	DAYZ	A state of stunned confusion or bewilderment.
Painstakingly	PAYNZ-tay-king-lee	With great care and thoroughness.
In-adequate	in-AD-uh-kwit	Lacking the quality or quantity required.
Aptly	APT-lee	In a manner that is appropriate or suitable.
Terrace	TER-iss	A level paved area next to a building.
Aristocratic	uh-ris-tuh-KRAT-ik	Belonging to the highest class in certain societies.
Surer	SHOOR-ur	More confident or certain.
Befallen us	bih-FAWL-un-us	Something (usually bad) happened to us.
Voodoo doll	VOO-doo-DOL	A doll used in magic to represent a person.
Revulsion	ree-VUL-shun	A sense of disgust and loathing.
Skimping	SKIMP-ing	Expending less time/money than is needed.
Chastised	CHASS-tyzd	Rebuked or reprimanded severely.
Detested	dee-TEST-ed	Disliked intensely.
Dole	DOHL	Benefit paid by the state; or to distribute.
Borne	BORN	Carried or transported by (past participle of bear).
Gashes	GASH-iz	Long, deep cuts or wounds.
Clumsily	KLUM-zih-lee	In an awkward or ungraceful manner.
Resolute	REZ-uh-loot	Admirably purposeful, determined, and unwavering.
Muffled	MUF-uld	(of a sound) not loud because of being obstructed.

Part 9: Conflict & Persistence (W - S)

Word	Pronunciation	Meaning
Quieten	KWY-uh-tun	To make or become quiet and calm.
Vigorously	VIG-ur-us-lee	In a way that involves physical strength or effort.
Gushed	GUSHT	Flowed out in a rapid and plentiful stream.
Dodged	DOJ-id	Avoided by a sudden quick movement.
Redemption	ree-DEMP-shun	The action of being saved from error or evil.
Reconnaissance	ruh-KON-uh-sunss	Military observation of a region to locate an enemy.
Splendidly	SPLEN-did-lee	Very well; excellently.
Deftness	DEFT-ness	Skillfulness and speed in movement.
Readily	RED-ih-lee	Without hesitation or difficulty.
Rewound	ree-WOWND	Wound back (a tape or film) to the beginning.
Jesters	JEST-urz	Professional jokers or fools at medieval courts.
Continuance	kun-TIN-yoo-unss	The state of remaining in existence or operation.
In-difference	in-DIF-ur-unss	Lack of interest, concern, or sympathy.
Wring	RING	Squeeze and twist to force liquid from.
Secluded	seh-KLOO-did	(of a place) not visited or seen by many people.
Tinge	TINJ	A slight trace of a color or feeling.
Cowardice	KOW-ur-diss	Lack of bravery.
Geared	GEERD	Prepared or adjusted for a particular situation.
Sustenance	SUS-tuh-nunss	Food and drink regarded as a source of strength.
Revelled	REV-uld	Got great pleasure from a situation.
Dumbstruck	DUM-struk	So shocked or surprised that one cannot speak.
Incessant	in-SESS-unt	Continuing without pause or interruption.
Debauchery	dih-BAW-chur-ee	Excessive indulgence in sensual pleasures.
Reconciliation	rek-un-sil-ee-AY-shun	The restoration of friendly relations.
Raisin	RAY-zin	A partially dried grape.
Consummate	KON-suh-mut	Showing high degree of skill; perfect.
Accusatory	uh-KYOO-zuh-tor-ee	Suggesting that one believes someone has done wrong.
Senile	SEE-nyl	Showing the weaknesses of old age.
Drily	DRY-lee	In a matter-of-fact or ironically humorous way.
Contraband	KON-truh-band	Goods that have been imported/exported illegally.
Veered	VEERD	Changed direction suddenly.
Strode out	STROHD-owt	Walked out with long, purposeful steps.
Gnawing	NAW-ing	Persistently worrying or distressing.
Morbidly	MOR-bid-lee	In a way that shows interest in death or disease.
Splurged	SPLURJD	Spent money freely or extravagantly.

Part 10: Environmental Details (A - V)

Word	Pronunciation	Meaning
Discrepancies	dis-KREP-un-seez	Lack of compatibility between two or more facts.
Fidgety	FIJ-ih-tee	Restless or uneasy.
Squiggles	SKWIG-ulz	Short, irregular wavy lines.
Sparsely	SPAR-slee	In a thinly dispersed manner.
Chore	CHOR	A routine task, especially a household one.
Chasm	KAZ-um	A deep fissure in the earth; a profound difference.
Assiduously	uh-SID-yoo-us-lee	With great care and perseverance.
Boisterous	BOY-stur-us	Noisy, energetic, and cheerful.
Ambling	AM-bling	Walking or moving at a slow, relaxed pace.
Lumbered	LUM-burd	Moved in a slow, heavy, awkward way.
Parapet	PARE-uh-pet	A low protective wall along the edge of a roof/bridge.
Precariously	pree-KARE-ee-us-lee	In a way that is not securely in position.
Tatters	TAT-urz	Irregularly torn pieces of cloth/paper.
Ledge	LEJ	A narrow horizontal surface projecting from a wall.
Acutely	uh-KYOOLT-lee	In a severe or intense degree.
Inanimate	in-AN-ih-mut	Not alive; showing no sign of life.
Peeves	PEEVZ	Things that particularly annoy a person.
Countenance	KOWN-tuh-nunss	A person’s face or facial expression.
Frenzied	FREN-zeed	Wildly excited or uncontrolled.
Scaffolding	SKAF-ul-ding	A temporary structure on the outside of a building.
Merrily	MEHR-ih-lee	In a cheerful way.
Clambered	KLAM-burd	Climbed or moved in an awkward way using hands/feet.
Prophesized	PROF-uh-syzd	Predicted that a specified thing will happen.
Conferred	kun-FURD	Granted a title/right; or discussed.
Congenital	kun-JEN-ih-tul	(of a disease/trait) present from birth.
Sachet	sa-SHAY	A small sealed bag or packet.
Bulge	BULJ	A rounded swelling or protuberance.
Infinitesimally	in-fin-ih-TES-ih-mul-lee	Extremely small; microscopic.
Beseeching	bih-SEE-ching	Asking someone urgently and fervently to do something.
Sprouted	SPROW-ted	(of a plant) produced shoots; or grew suddenly.
Pompous	POM-pus	Affectedly grand, solemn, or self-important.
Cajoling	kuh-JOHL-ing	Persuading someone by coaxing or flattery.
Precipice	PRESS-ih-piss	A very steep rock face or cliff.
Casseroles	KASS-uh-rohlz	Food cooked slowly in a deep dish in the oven.

Part 11: Mental Dexterity (P - N)

Word	Pronunciation	Meaning
Whizzing	WIZ-ing	Moving very quickly through the air.
Stately	STAYT-lee	Impressive or grand in size or manner.
Resplendent	ree-SPLEN-dunt	Attractive and impressive through being colorful/shining.
Slighted	SLY-ted	Insulted by being treated with a lack of respect.
Exhorted	eg-ZOR-ted	Strongly encouraged or urged someone to do something.
Huddled	HUD-uld	Crowded together; curled one’s body into a small space.
Pacing	PAY-sing	Walking at a steady speed, especially in nervousness.
Carotid arteries	kuh-ROT-id-AR-tur-eez	Two main arteries that carry blood to the head/neck.
Clenched	KLENTCHT	(of teeth or hands) closed or squeezed together tightly.
Rammed	RAMD	Roughly forced into place.
Spluttered	SPLUT-urd	Made a series of short explosive spitting/choking sounds.
Loose	LOOS	Not firmly or tightly fixed in place.
Entirety	en-TY-ur-tee	The whole of something.
Irrefutable	ir-ih-FYOO-tuh-bul	Impossible to deny or disprove.
Waterproofed	WAW-tur-prooft	Made impervious to water.
Fluid	FLOO-id	Able to flow easily; not fixed/stable.
Shrieked	SHREEKT	Uttered a high-pitched piercing sound.
Audaciously	aw-DAY-shus-lee	In a willing manner to take bold risks.
Fervour	FUR-vur	Intense and passionate feeling.
Infuriating	in-FYOOR-ee-ay-ting	Making one extremely angry and impatient.
Apt	APT	Appropriate or suitable in the circumstances.
Revelation	rev-uh-LAY-shun	A surprising and previously unknown fact.
Persecuted	PUR-suh-kyoo-ted	Subjected to hostility and ill-treatment.

Part 12: Complex Emotions (I - B)

Word	Pronunciation	Meaning
Dull affair	DULL uh-FAIR	A boring or unexciting event or situation.
Bereavement	buh-REEV-muhnt	The state of being sad because a family member or friend has recently died.
Palpable	PAL-puh-bull	So intense as to seem almost tangible; plain to see or comprehend.
Crinkle	KRING-kuhl	To form small wrinkles or folds.
Consternation	kon-ster-NAY-shun	Feelings of anxiety or dismay, typically at something unexpected.
Wayward	WAY-werd	Difficult to control or predict because of unusual or perverse behavior.
Grimace	GRIM-us	An ugly, twisted expression on a person’s face, typically expressing disgust or pain.
Love-laced malice	LUV-layst MAL-iss	Ill will or spite hidden behind a facade of affection.
Hushed	HUSHT	Very quiet or still.
Scowled	SKOWLD	Frowned in an angry or bad-tempered way.
Steadfastly	STED-fast-lee	In a resolute or dutifully firm and unwavering manner.
Compensate	KOM-puhn-sayt	To give someone something, typically money, in recognition of loss or injury.
Smeared	SMEERD	Coated or marked with a messy or sticky substance.
Osmosis	oz-MOH-sis	The process of gradual or unconscious assimilation of ideas or knowledge.
Humanitarian	hyoo-man-ih-TAIR-ee-un	Concerned with or seeking to promote human welfare.
Blazing	BLAY-zing	Very hot; or burning brightly and with great heat.
Screechy	SKREE-chee	Making a loud, harsh, piercing cry or sound.
Disconcerting	dis-kuhn-SUR-ting	Causing one to feel unsettled or confused.
Liberating	LIB-uh-ray-ting	Setting someone free from a situation, especially imprisonment or slavery.
Gnawing	NAW-ing	Persistently worrying or distressing.
Whiner	WY-ner	A person who complains in a high-pitched or irritating voice.
Mollycoddle	MOL-ee-kod-uhl	To treat someone very indulgently or overprotectively.
Intermittent	in-ter-MIT-uhnt	Occurring at irregular intervals; not continuous or steady.
Feigned	FAYND	Simulated or pretended; insincere.
Pliable	PLY-uh-bull	Easily bent; flexible; or easily influenced.
Topsy-turvy	TOP-see TUR-vee	Upside down; in a state of confusion or disorder.
Gruffly	GRUF-lee	In a rough or low-pitched voice.
Furiously	FYOOR-ee-uhs-lee	In an extremely angry manner; or with great energy.
Dishevelled	dih-SHEV-uhld	Untidy; disordered (typically of a person’s appearance).
Squashed	SKWOSHT	Crushed or squeezed (something) with force so that it becomes flat or soft.
Demeanour	dih-MEE-ner	Outward behavior or bearing.
Dispassionate	dis-PASH-uh-nuht	Not influenced by strong emotion, and so able to be rational and impartial.
Plight	PLITE	A dangerous, difficult, or otherwise unfortunate situation.
Benevolence	buh-NEV-uh-luhnss	The quality of being well-meaning; kindness.
Pretences	prih-TEN-sez	An attempt to make something that is not the case appear true.
Endorsement	en-DORSS-muhnt	An act of giving one’s public approval or support to someone or something.
Crib	KRIB	A young child’s bed with barred sides; or to copy someone’s work dishonestly.
Nibbling	NIB-ling	Taking small bites out of something.
Shred	SHRED	A very small amount; or a strip of some material that has been torn off.
Scorn	SKORN	The feeling or belief that someone or something is worthless or despicable.

Part 13: Power & Authority (E - P)

Word	Pronunciation	Meaning
Weaning	WEEN-ing	Gradually depriving of a mother’s milk; or habituating to something else.
Lurch	LURCH	To make an abrupt, unsteady, uncontrolled movement or series of movements.
Baying	BAY-ing	Barking or howling loudly; or demanding something in a loud way.
Impotent	IM-puh-tuhnt	Unable to take effective action; helpless or powerless.
Enthral	en-THRAWL	To capture the fascinated attention of; to charm.
Prolonged	pruh-LONGD	Continuing for a long time or longer than usual; lengthy.
Scruff	SKRUF	The back of a person’s or animal’s neck.
Wits	WITZ	Mental sharpness and inventiveness; keen intelligence.
Deed	DEED	An action that is performed intentionally or consciously.
Sniffling	SNIF-ling	Breathing in through the nose repeatedly, usually due to crying or a cold.
Ushered	USH-erd	Showed or guided someone somewhere.
Futility	fyoo-TIL-ih-tee	Pointlessness or uselessness.
Lunatic	LOO-nuh-tik	A person who is mentally ill (dated); or someone who behaves recklessly.
Despair	dih-SPARE	The complete loss or absence of hope.
Gladdened	GLAD-uhnd	Made pleased or happy.
Shaking	SHAY-king	Trembling or vibrating uncontrollably.
Groggily	GROG-ih-lee	In a dazed, weak, or unsteady way from tiredness or sleep.
Ludicrous	LOO-dih-kruss	So foolish, unreasonable, or out of place as to be amusing.
Clichés	klee-SHAYS	Phrases or ideas that are overused and betray a lack of original thought.
Reassuring	ree-uh-SHOOR-ing	Serving to remove someone’s doubts or fears.
Plight	PLITE	A dangerous, difficult, or otherwise unfortunate situation.
Teasingly	TEE-zing-lee	In a playful or unkind way that provokes or makes fun of someone.
Charade	shuh-RAYD	An absurd pretense intended to create a pleasant or respectable appearance.
Valleys	VAL-eez	Low areas of land between hills or mountains.
Cowered	KOW-erd	Crouched down in fear.
Stammered	STAM-erd	Spoke with sudden involuntary pauses and a tendency to repeat sounds.
Utter	UT-er	Complete or absolute; or to make a sound with one’s voice.
Close Shave	KLOHSS SHAYV	A narrow escape from danger or disaster.
Conducive	kuhn-DOO-siv	Making a certain situation or outcome likely or possible.
Presumptuous	prih-ZUMP-choo-uss	Failing to observe the limits of what is permitted or appropriate.
Caressed	kuh-REST	Touched or stroked gently or lovingly.
Wretched	RETCH-id	In a very unhappy or unfortunate state; of poor quality.
Strutting	STRUT-ing	Walking with a stiff, erect, and apparently arrogant or conceited gait.
Innocuous	ih-NOK-yoo-uss	Not harmful or offensive.
Yearned	YERND	Had an intense feeling of longing for something.
Quell	KWELL	To put an end to (a rebellion or other disorder), typically by the use of force.
Never had had	NEV-er HAD HAD	A past perfect construction meaning something was not possessed before.
Deafening	DEF-uh-ning	(Of a noise) so loud as to make it impossible to hear anything else.
Goading	GOH-ding	Provoking or annoying someone so as to stimulate some action or reaction.
Humdrum	HUM-drum	Lacking excitement or variety; dull; monotonous.
Conniving	kuh-NY-ving	Given to or involved in conspiring to do something immoral or harmful.
Crone	KROHN	An old woman who is thin and ugly.

Part 14: Finality & Reflection (F - D)

Word	Pronunciation	Meaning
Finality	fy-NAL-ih-tee	The quality of being finished or settled and not able to be changed.
Frivolously	FRIV-uh-luss-lee	In a way that lacks any serious purpose or value.
Nincompoops	NIN-kuhm-poops	Foolish or stupid people.
Abject	AB-jekt	Extremely unpleasant and humiliating (like abject poverty or fear).
Ferocity	fuh-ROSS-ih-tee	The state or quality of being ferocious; savage cruelty.
Begrudgingly	bih-GRUJ-ing-lee	In a way that shows one is reluctant to give or allow something.
Frolic	FROL-ik	To play and move about cheerfully, excitedly, or energetically.
Reminiscing	rem-ih-NISS-ing	Indulging in enjoyable recollection of past events.
Tether	TETH-er	A rope or chain used to tie an animal; or the limit of one’s resources.
Infectious	in-FEK-shuss	Likely to spread or influence others (can refer to disease or laughter).
Virulent	VIR-yuh-luhnt	Extremely severe or harmful in its effects; bitterly hostile.
Forwent	for-WENT	Past tense of forego; to go without or decline to take.
Vigour	VIG-er	Physical strength and good health; effort or enthusiasm.
Irrevocably	ih-REV-uh-kuh-blee	In a way that cannot be changed, reversed, or recovered.
Inconsolable	in-kuhn-SOH-luh-bull	(Of a person) not able to be comforted or alleviated of grief.
Perpetrators	PER-puh-tray-terz	People who carry out a harmful, illegal, or immoral act.
Sedatives	SED-uh-tivz	Drugs taken for their calming or sleep-inducing effect.
Derisively	dih-RY-siv-lee	In a manner expressing contempt or ridicule.
Mourning	MOR-ning	The expression of deep sorrow for someone who has died.
Devout	dih-VOWT	Having or showing deep religious feeling or commitment.
Demeanour	dih-MEE-ner	Outward behavior or bearing (Repeated for emphasis).
Banged	BANGD	Struck or put down something forcefully and noisily.
Entwined	en-TWYND	Twisted together or around each other.
Succour	SUK-er	Assistance and support in times of hardship and distress.
Wrested	REST-id	Forcibly pulled (something) from a person’s grasp.
Wily	WY-lee	Skilled at gaining an advantage, especially deceitfully; crafty.
Ramshackle	RAM-shak-uhl	In a state of severe disrepair (usually a house or vehicle).
Squalid	SKWOL-id	Extremely dirty and unpleasant, especially as a result of poverty.
Inclination	in-klih-NAY-shun	A person’s natural tendency or urge to act or feel in a particular way.
Relegated	REL-uh-gay-tid	Consigned or dismissed to an inferior rank or position.
Familial	fuh-MIL-yuhl	Relating to or occurring in a family or its members.
Umbilical	um-BIL-ih-kuhl	Relating to the navel or umbilical cord; a central, vital link.
Dwindling	DWIN-dling	Gradually diminishing in size, amount, or strength.
Fidgety	FIJ-ih-tee	Inclined to make small, restless movements through nervousness.
Readied	RED-eed	Made someone or something ready.
Disseminate	dih-SEM-ih-nayt	To spread or disperse (something, especially information) widely.

the list is complete from my side 😌

How to create partitions using cfdisk

Mon, 23 Mar 2026 00:00:00 +0000

In this guide, we will create two partitions:

Root Partition

EFI Partition

A Swap Partition is optional and not required for a normal setup, so we will skip it.

EFI Partition: 1GB (Type: EFI System)

Root Partition: 15GB (Type: Linux Filesystem)

Use the lsblk command to view details about available disks:

Install Frappe Framework

Mon, 23 Mar 2026 00:00:00 +0000

What is Frappe Framework?

Frappe is a full stack, batteries-included, web framework written in Python and Javascript.

It is the framework which powers ERPNext. It is pretty generic and can be used to build database driven apps.

https://docs.frappe.io/framework/user/en/basics

So Whats in it

Doctypes ( similar to form )

Workflow (enable flow of form from role to role i.e user to authority)

Client Script (Manages ui Interaction in frappe frontend)

My Anime List

Sun, 22 Mar 2026 00:00:00 +0000

The Powerhouses: Action & Dark Thrillers

These are the stories where the stakes are life-or-death and the world-building is top-tier.

Attack on Titan: A brutal epic where humanity is caged like cattle by man-eating giants, and the line between hero and villain vanishes.
Death Note: A genius student finds a notebook that kills anyone whose name is written in it, sparking a global game of chess against a master detective.
Monster: A doctor saves a young boy’s life, only to realize years later that he accidentally saved a monster who is now a serial killer.
Vinland Saga: A gritty Viking story that starts with a quest for bloody revenge and evolves into a deep exploration of what it means to be a true warrior.
Hunter x Hunter: It starts as a bright adventure about a boy looking for his father but descends into some of the most complex and dark arcs in anime history.
Fullmetal Alchemist: Two brothers lose their bodies in a forbidden experiment and must navigate a world of political conspiracy to get them back.
Demon Slayer: A young man joins an elite group of swordsmen to find a cure for his sister, who has been turned into a demon.
Hell’s Paradise: Criminals on death row are sent to a beautiful, terrifying island to find the elixir of immortality.
Chainsaw Man: A broke young man merges with his chainsaw dog and becomes a devil hunter in a world that is equal parts gore and chaos.
Parasyte: The Maxim: Alien parasites begin taking over human brains, but one fails and ends up living in a teenager’s right hand instead.
Scissor Seven (Killer Seven): An amnesiac barber who is actually a clumsy assassin tries to recover his past while taking on odd jobs.
Lazarus: A high-octane sci-fi thriller involving a cure for all diseases that turns out to be a countdown to death.
Alita: Battle Angel: A discarded cyborg is rebuilt and must fight her way through a cyberpunk underworld to discover her true identity.

The Tear-Jerkers: Emotional Rollercoasters

Keep the tissues close. These stories focus on the beauty and pain of being human.

Rust In HTML/JS

Sun, 22 Mar 2026 00:00:00 +0000

WebAssembly (WASM) allows developers to run high-performance Rust code directly in web applications. This guide covers the steps to compile Rust code to WASM and integrate it with JavaScript/HTML.

1. Setting Up the Rust Project

Install Rust & wasm-pack

Ensure Rust and wasm-pack are installed:

rustup update
cargo install wasm-pack

Create a New Rust Library

cargo new --lib my_wasm_project
cd my_wasm_project

Update Cargo.toml:

SSH and Port Mapping

Sun, 22 Mar 2026 00:00:00 +0000

This guide covers:

Connecting one laptop’s terminal to another using SSH.
Mapping ports from one laptop to another using SSH port forwarding.
Using port forwarding to share Android Debug Bridge (ADB) between two laptops.

1. Connecting One Laptop’s Terminal to Another

To connect Laptop 2 to the terminal of Laptop 1 remotely, follow these steps:

Step 1: Enable SSH on Laptop 1

On Laptop 1 (the one you want to access), install and enable the SSH server:

SVG Icons In Font Using Fantasticon

Sun, 22 Mar 2026 00:00:00 +0000

✨ Why Use an Icon Font?

Single HTTP request for all icons
Unicode character-based referencing (like a, b, c)
Easier styling via CSS
Cleaner markup than embedding raw SVGs

Step-by-Step: Create a Custom Icon Font with Fantasticon

1. Install Fantasticon

On Arch Linux (or any system with npm):

sudo pacman -S nodejs npm
sudo npm install -g fantasticon

2. Prepare Your SVG Icons

Create a folder like this:

Installing Archlinux using ISO

Mon, 16 Mar 2026 00:00:00 +0000

Arch Linux is a lightweight and highly customizable Linux distribution. This guide covers the full installation process and details how to modify an existing Arch installation using the Arch Live ISO.

Part 1: Installing Arch Linux

Step 1: Boot into the Arch Linux ISO

Download the latest Arch Linux ISO from the official website.

https://archlinux.org/download/
Create a bootable USB using tools like dd , Rufus, ventoy (recommended), balenaEtcher:

Rongo Jongo

Mon, 16 Mar 2026 00:00:00 +0000

Rongo Jongo

A single word for the terrifying sound of the British band’s horses marching toward an Indian village

Village People hide in bushes , even on spiking bushes to save ownself

this word was taught to me by my great-grand-monther

About Me

Sat, 07 Mar 2026 12:00:00 +0000

Hi, I am purushottam singram inxeoz the author of this diary.

Website: inxeoz.com
Email: hello@inxeoz.com
LinkedIn: Purushottam Singram
Dribbble: @inxeoz

Hello World

Sat, 07 Mar 2026 12:00:00 +0000

Welcome to my diary!

This is my first post. I’m building this hugo site and trying out the theme.

Photo Album

Mon, 01 Jan 2024 00:00:00 +0000

Add gallery images using Hugo figure shortcodes or markdown images.

Python collections — Every Class and Function Explained

namedtuple — Lightweight Immutable Data Objects

Python Dunder Methods — __init__, __str__, __call__ and Friends

Construction & Representation

Container & Sequence Methods

Python itertools — Every Function Explained

Infinite Iterators

count(start=0, step=1)

Python Slicing — [start:stop:step] Visualized

The Three Slots

Swapping Large or Stalled Files with mitmproxy

@classmethod vs @staticmethod vs Plain Instance Method

Instance Method — def method(self, ...)

Class Method — @classmethod

Bitwise Shifting — See the Bits Move

Classic 2D Games — Play in Browser

Select a game

Lightning Fast Android & Gradle Builds

The One-Shot Config

List Comprehension vs Generator in Python

List Comprehension — Eager

Generator Expression — Lazy

Binary Search — Correctness, Prerequisites & Common Pitfalls

Prerequisite

Correct Implementation

What Your Code Got Wrong

Python Data Structures: Master Comparison Table

Legend

Spaceboy Theme: Configuration Reference

Typography

Font Family

Drop Cap

The Daily Standup

Docker to Setup (D2S) - Frappe Multi-Site Bench

Architecture

What We Built

Container Layout

Network Flow

Prerequisites

Quick Start

Attention Is All You Need — Explained Simply

data-testid — From Zero to Hero

1. What is data-testid and why do you need it?

Frappe Docker Setup (Custom Image + App)

1. Clone Repository

2. Define Apps (apps.json)

3. Build Custom Image

Recommended (BuildKit)

For Older Docker Versions

4. Environment Configuration (custom.env)

5. Generate Compose File

Offline / Air-Gapped Setup

Neural Network Concepts & Architecture

Network Topology

Component Logic

1. The Neuron

Rust Patterns: Don’t Peel the Onion

The Onion Analogy

Peeling the Onion (&mut v)

Word List :The Boy Who Loved By Durjoy Datta

Part 1: First Impressions (B - S)

Part 2: Behavioral Traits (L - S)

Part 3: Emotional Shadows (S - R)

Part 4: Social Interactions (R - A)

Part 5: Medical & Physical States (S - I)

Part 6: Movement & Mannerisms (T - B)

Part 7: Feelings of Unease (T - H)

Part 8: Action & Reaction (D - R)

Part 9: Conflict & Persistence (W - S)

Part 10: Environmental Details (A - V)

Part 11: Mental Dexterity (P - N)

Part 12: Complex Emotions (I - B)

Part 13: Power & Authority (E - P)

Part 14: Finality & Reflection (F - D)

How to create partitions using cfdisk

Install Frappe Framework

So Whats in it

My Anime List

The Powerhouses: Action & Dark Thrillers

The Tear-Jerkers: Emotional Rollercoasters

`namedtuple` — Lightweight Immutable Data Objects

Python Dunder Methods — init, str, call and Friends

`count(start=0, step=1)`

Instance Method — `def method(self, ...)`

Class Method — `@classmethod`

1. What is `data-testid` and why do you need it?

2. Define Apps (`apps.json`)

4. Environment Configuration (`custom.env`)