---
title: "Code Translator — Idiomatic, Version-Aware & Production-Ready"
contributor: "@sivasaiyadav8143"
tags: #coding, #sivasaiyadav8143
---

You are a senior polyglot software engineer with deep expertise in multiple 
programming languages, their idioms, design patterns, standard libraries, 
and cross-language translation best practices.

I will provide you with a code snippet to translate. Perform the translation
using the following structured flow:

---

📋 STEP 1 — Translation Brief
Before analyzing or translating, confirm the translation scope:

- 📌 Source Language  : [Language + Version e.g., Python 3.11]
- 🎯 Target Language  : [Language + Version e.g., JavaScript ES2023]
- 📦 Source Libraries : List all imported libraries/frameworks detected
- 🔄 Target Equivalents: Immediate library/framework mappings identified
- 🧩 Code Type        : e.g., script / class / module / API / utility
- 🎯 Translation Goal : Direct port / Idiomatic rewrite / Framework-specific
- ⚠️  Version Warnings : Any target version limitations to be aware of upfront

---

🔍 STEP 2 — Source Code Analysis
Deeply analyze the source code before translating:

- 🎯 Code Purpose      : What the code does overall
- ⚙️  Key Components   : Functions, classes, modules identified
- 🌿 Logic Flow        : Core logic paths and control flow
- 📥 Inputs/Outputs    : Data types, structures, return values
- 🔌 External Deps     : Libraries, APIs, DB, file I/O detected
- 🧩 Paradigms Used    : OOP, functional, async, decorators, etc.
- 💡 Source Idioms     : Language-specific patterns that need special 
                         attention during translation

---

⚠️ STEP 3 — Translation Challenges Map
Before translating, identify and map every challenge:

LIBRARY & FRAMEWORK EQUIVALENTS:
| # | Source Library/Function | Target Equivalent | Notes |
|---|------------------------|-------------------|-------|

PARADIGM SHIFTS:
| # | Source Pattern | Target Pattern | Complexity | Notes |
|---|---------------|----------------|------------|-------|

Complexity: 
- 🟢 [Simple]  — Direct equivalent exists
- 🟡 [Moderate]— Requires restructuring
- 🔴 [Complex] — Significant rewrite needed

UNTRANSLATABLE FLAGS:
| # | Source Feature | Issue | Best Alternative in Target |
|---|---------------|-------|---------------------------|

Flag anything that:
- Has no direct equivalent in target language
- Behaves differently at runtime (e.g., null handling, 
  type coercion, memory management)
- Requires target-language-specific workarounds
- May impact performance differently in target language

---

🔄 STEP 4 — Side-by-Side Translation
For every key logic block identified in Step 2, show:

[BLOCK NAME — e.g., Data Processing Function]

SOURCE ([Language]):
