Fading Coder

One Final Commit for the Last Sprint

Building a Serverless REST API with AWS Lambda and API Gateway

For developers, the core value lies in creating business logic and implementing functional requirements. However, we often spend valuable time on tedious server operations: configuration, deployment, patching, monitoring, scaling... Just to run a simple backend API, we may face a complex server mana...

Essential Docker Container Operations and Deployment Patterns

Initializing Containers Loading a local image archive: docker load -i debian-base.img # Output: # 4e4e2a3f1c5b: Loading layer [==================================================>] 120.5MB/120.5MB # Loaded image: debian:bullseye docker image ls # REPOSITORY TAG IMAGE ID CREATED SIZE # debian bulls...

Implementing Custom Loaders and Plugins for Webpack

Loaders A loader acts as a transformer that processes and converts source code. Workflow A module's loader is configured in webpack.config.js. When the corresponding module file is encountered, its loader is triggered. The loader receives the module's file content as a source string. Using APIs prov...

Range Sum Queries on Sparse Coordinates using Compression

Consider an infinite linear axis where every integer coordinate holds an initial value of zero. The task involves processing $n$ point increment operations followed by anwsering $m$ range sum queries. Given that coordinates may span $[-10^9, 10^9]$ while $n, m \leq 10^5$, direct array allocation is...

Longest Substring Without Repeating Characters

Given a string s, determine the length of the longest substring that contains no repeating characters. Example 1: Input: s = "abcabcbb" Output: 3 Explanation: The answer is "abc", with the length of 3. Example 2: Input: s = "bbbbb" Output: 1 Explanation: The answer is &...

Comprehensive Classification and Detailed Analysis of SQL Injection Techniques

SQL injection occurs when user input is directly concatenated into backend SQL queries without proper validation or sanitization. This vulnerability allows attackers to manipulate SQL statements, potentially enabling unauthorized database operations such as data retrieval, modification, or deletion....

Adapter Pattern

Type Structural Difficulty ★☆☆☆☆ (Low) Definition Convert an interface in to another interface clients expect, enabling incompatible classes to collaborate. Also known as Wrapper, it encapsulates a target class with a new layer, embodying the principle: "No problem can't be solved by adding one...

Real-Time Human Fall Detection Using Convolutional Neural Networks and YOLOv5

Human fall detection systems leverage computer vision to identify sudden postural transitions in real time. Given the unpredictable nature of falls and their severe medical implications, particularly for elderly populations, automated monitoring has become a critical area of research. Modern impleme...

Request Processing Gateways: Comparing Servlet Filters and Spring Interceptors

Servlet Filters: The Perimeter Checkpoint Picture a customs checkpoint at an international border. Every vehicle crossing the boundary undergoes inspection regardless of its final destination. Officers verify travel documents, scan cargo, and determine entry eligibility before allowing passage into...

Implementing Efficient Text Recognition Using PP-OCRv5

Developing custom computer vision pipelines for text extraction—such as manually annotating bounding boxes and training convolutional neural networks—is resource-intensive. While large multimodal models offer an alternative, they often introduce unnecessary computational overhead for dedicated optic...