W Geng gengwg

Coroutines vs. Generators in Python

Both coroutines and generators use Python’s yield keyword, but they serve different purposes. Here’s a breakdown:

1. Generators

What?

A generator is a function that produces a sequence of values lazily (on-demand) using yield.
It pauses execution at each yield and resumes when the next value is requested (e.g., in a for loop).

Class Attributes vs Instance Attributes in Python

Class Attributes

Defined directly inside the class definition
Shared by all instances of the class
The same value is accessible from all instances
Changing it affects all instances

Instance Attributes

Defined inside methods (typically __init__)

Healthcare

Dentists

截至2025年5月15日，中国公民可以免签旅游的国家如下：

亚洲：格鲁吉亚、哈萨克斯坦、卡塔尔、马尔代夫、泰国、新加坡、亚美尼亚、乌兹别克斯坦、伊朗、马来西亚、阿曼、巴基斯坦
欧洲：阿尔巴尼亚、白俄罗斯、波斯尼亚和黑塞哥维那、塞尔维亚、圣马力诺
北美：安提瓜和巴布达、巴巴多斯、巴哈马、多米尼克、格林纳达
南美：苏里南
非洲：毛里求斯、塞舌尔、加蓬、摩洛哥、莫桑比克、突尼斯、赞比亚、安哥拉、贝宁
大洋洲：斐济、汤加、所罗门群岛、密克罗尼西亚、纽埃、萨摩亚、基里巴斯
加勒比：海地、圣基茨和尼维斯、圣卢西亚、牙买加
其他：阿鲁巴（荷兰的一部分，但旅行时单独对待）

In Kubernetes, Deployment and StatefulSet are both controllers used to manage Pods, but they serve different purposes based on the application's requirements. Here’s a breakdown of their key differences:

1. Use Case

Deployment:
- Best for stateless applications (e.g., web servers, REST APIs).
- Pods are interchangeable (no unique identity or persistent storage).
- Scaling up/down or rolling updates don’t require stable identities or ordered operations.
StatefulSet:
Designed for stateful applications (e.g., databases like MySQL, Kafka, Elasticsearch).

Steps

1. GCP Account Setup

Sign up for GCP Free Trial (requires credit card for billing).
Create a Project in the GCP Console.

2. Enable Billing

Go to Billing → Link a Billing Account to your project.

The itemgetter function from Python's operator module creates a callable that retrieves items from objects using indices (for sequences like lists/tuples) or keys (for mappings like dictionaries). It is efficient and commonly used with functions like sorted(), max(), and min() for clean, readable code.

Importing `itemgetter`

from operator import itemgetter

Examples

Basic Usage with a List

Core Principles for Scaling Systems

Embrace Failure as Inevitable
- Design for graceful degradation, automatic recovery, and chaos testing.
- Example: "Like brushing your teeth" – build resilience into daily workflows.
Simplify to Scale
- Zoom out: Prioritize high-impact components.
- Declutter services: Eliminate redundant systems to reduce failure points.
Co-Design Physics and Software

Sharing as a data point for people who are going through the same experience/curious what it's like.

Timeline:

google

Aug 9 - Got a calendar event titled "ER Connect". This was where they mentioned that I had to choose between PIP or Severance.
Aug 11 - Deadline for signing Acceptance. Signed and accepted the package a few minutes before the deadline.
Aug 19 - Official last day of work. Lose access to workplace, email, office buildings.

	JP MORGAN
	- trader hdedge
	- quant research
	software developer

	1. large book index words/pages
	- indexs wors page # increasing order
	O(N)
	Sorting (ONlgN)
	list scan pages no need to sort-