[Verse 1] Picture data like a rushing river flowing Every second brings fresh information glowing Real-time processing grabs each drop that passes Never waits, just transforms as the current dashes Stock prices tick, sensor readings spike Process instantly when speed is what you like [Chorus] Real-time fast, batch waits to last Stream it live or store and dive Memory burns when data churns Latency low or throughput's glow Choose your weapon, choose it right Real-time lightning, batch takes flight [Verse 2] But batch processing tells a different tale Collect your records, fill up every pail Wait until you've gathered massive loads Then crunch the numbers down efficient roads Monthly reports and midnight calculations Perfect for those heavy transformations [Chorus] Real-time fast, batch waits to last Stream it live or store and dive Memory burns when data churns Latency low or throughput's glow Choose your weapon, choose it right Real-time lightning, batch takes flight [Bridge] Fraud detection needs that instant warning But analytics waits until the morning Costs climb high when streams never sleep Batch jobs run when resources are cheap Architecture bends to match your need Milliseconds count or bulk to feed [Verse 3] Streaming eats your CPU for breakfast Complex state makes debugging hardest Batch can fail but restart from checkpoints Streaming breaks at all the weakest joints Know your volumes, know your timeline Pick the pattern that will make you shine [Chorus] Real-time fast, batch waits to last Stream it live or store and dive Memory burns when data churns Latency low or throughput's glow Choose your weapon, choose it right Real-time lightning, batch takes flight [Outro] When seconds matter, stream the source When efficiency's your driving force Batch it up and process wise Both approaches claim their prize
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