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Coverage

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Test Development Learning Exchange
Test Development Learning Exchange
Sep 14, 2024 · Backend Development

Guide to Setting Up Pytest for API and Database Testing in Python

This tutorial walks through installing pytest, organizing a project structure, creating configuration files, encapsulating HTTP requests and MySQL operations, writing fixtures and test cases for APIs and databases, running the tests, generating coverage reports, and summarizing the testing workflow.

APICoverageMySQL
0 likes · 6 min read
Guide to Setting Up Pytest for API and Database Testing in Python
Go Programming World
Go Programming World
May 22, 2024 · Backend Development

Using xgo for Monkey Patching, Mocking, Tracing, and Incremental Coverage in Go

This article introduces the xgo tool for Go, explains its cross‑platform monkey‑patching capabilities, demonstrates how to write unit tests with mock.Patch, shows installation, usage of Trap, Trace, and incremental coverage features, and evaluates its advantages and drawbacks for backend development.

CoverageTracego
0 likes · 15 min read
Using xgo for Monkey Patching, Mocking, Tracing, and Incremental Coverage in Go
转转QA
转转QA
Apr 23, 2024 · Fundamentals

Deep Testing: Enhancing Efficiency, Coverage, and Confidence through Code Insight

The article shares a QA engineer’s journey of adopting deep testing—reading code to reduce repetitive cases, improve coverage, and accelerate delivery—while reflecting on challenges, practical techniques, and the long‑term value of this gray‑box testing approach.

Code ReviewCoverageQA
0 likes · 9 min read
Deep Testing: Enhancing Efficiency, Coverage, and Confidence through Code Insight
Amap Tech
Amap Tech
Jun 15, 2023 · Backend Development

Golang Unit Testing Plugin: Design, Implementation, and Best Practices

The Golang Unit Testing Plugin 3.0 unifies scripts, uses containerized resources, supports all Go versions, provides precise AST‑based incremental coverage, and generates detailed HTML reports, enabling developers to select the plugin in Aone Lab and automatically compile, test, collect coverage, and upload results, dramatically reducing integration effort and improving CI efficiency across dozens of applications.

CI/CDCoveragePlugin
0 likes · 8 min read
Golang Unit Testing Plugin: Design, Implementation, and Best Practices
政采云技术
政采云技术
Jun 6, 2023 · Mobile Development

Improving Flutter Unit Testing: Practices, Tools, and Common Issues

This article shares a team's experience of establishing and refining Flutter unit testing across multiple apps, covering preparation, tooling, coverage improvement, effective test writing, efficiency tricks, and a detailed FAQ of common pitfalls and solutions.

CI/CDCoverageFlutter
0 likes · 17 min read
Improving Flutter Unit Testing: Practices, Tools, and Common Issues
NetEase LeiHuo Testing Center
NetEase LeiHuo Testing Center
Sep 2, 2022 · Game Development

Designing High‑Coverage Test Cases for UI‑Intensive Games from a Player Perspective

This article presents a comprehensive methodology for creating high‑coverage test cases for UI‑driven games, covering evaluation criteria, user‑centric design steps, entry‑point analysis, UI element partitioning, static and dynamic checks, business‑flow testing, data‑storage validation, and additional considerations such as network conditions, compatibility, performance, and UX.

CoverageUI Designgame testing
0 likes · 18 min read
Designing High‑Coverage Test Cases for UI‑Intensive Games from a Player Perspective
政采云技术
政采云技术
Dec 7, 2021 · Frontend Development

A Comprehensive Guide to Frontend Unit Testing with Jest and Mocha

This article introduces the importance of frontend unit testing, presents survey data on current practices, compares popular frameworks like Jest and Mocha, provides step‑by‑step setup instructions, demonstrates code examples for JavaScript, TypeScript and async functions, and explains how to generate coverage reports and use common assertions.

CoverageJavaScriptfrontend
0 likes · 16 min read
A Comprehensive Guide to Frontend Unit Testing with Jest and Mocha
DevOps
DevOps
Sep 7, 2021 · Operations

Effective Automation Testing: Metrics and Measurement Approaches

The article examines why many automation testing initiatives fail to deliver value, introduces a set of practical metrics such as test case count, execution frequency, success rate, coverage, EMTE, ROI, and bug‑detection efficiency, and explains how to combine them to assess and improve automation effectiveness within software development processes.

CoverageEMTEROI
0 likes · 10 min read
Effective Automation Testing: Metrics and Measurement Approaches
DataFunTalk
DataFunTalk
Apr 6, 2021 · Artificial Intelligence

Advances in Text Summarization: Pointer-Generator, Coverage Mechanisms, Entity Knowledge Integration, and Non-Autoregressive Models

This article reviews recent advances in abstractive summarization, covering pointer‑generator networks with coverage loss, integration of entity knowledge, strategies to mitigate repetition such as unlikelihood training and nucleus sampling, and emerging non‑autoregressive approaches like the Levenshtein Transformer.

CoverageNLPentity-knowledge
0 likes · 15 min read
Advances in Text Summarization: Pointer-Generator, Coverage Mechanisms, Entity Knowledge Integration, and Non-Autoregressive Models
Youku Technology
Youku Technology
Jul 24, 2020 · Backend Development

Hot Link Coverage and Comparative Testing for Backend Services

The article describes Alibaba’s flow‑based comparative testing and introduces Youku’s hot‑link coverage technique, which instruments method chains to automatically identify high‑frequency request paths, recommend them for regression testing, achieve full business‑link coverage without manual effort, and outlines future machine‑learning enhancements.

CoverageTracebackend
0 likes · 11 min read
Hot Link Coverage and Comparative Testing for Backend Services
Didi Tech
Didi Tech
Jun 1, 2019 · Backend Development

Testing Pyramid and Integration Testing Practices for a Go Service

By applying Mike Cohn’s testing pyramid to a Go scheduling service, the author demonstrates a structured approach that combines straightforward unit tests, organized integration suites with setup/teardown hooks and coverage scripts, expressive GoConvey assertions, and end‑to‑end trace‑ID verification, while noting remaining gaps.

Coveragegogoconvey
0 likes · 12 min read
Testing Pyramid and Integration Testing Practices for a Go Service