Python Beyond Limits. Python, #3

?? Python Beyond LimitsMastering High-Performance Systems, Distributed Architectures, and Scalable Workflows in PythonBy AnwaarXUnlock the full power of Python. Whether you're scaling APIs to millions of users, building real-time systems, optimizing ML pipelines, or architecting distributed services-this book is your ultimate guide."Python Beyond Limits" goes far beyond basic tutorials. It's a deep technical blueprint for engineers who want to build fast, scalable, production-ready systems using Python. ---?? What's Inside:100 expertly crafted chapters spanning:?? Performance & ProfilingBottleneck discovery with perf, py-spy, cProfileAdvanced memory control with __slots__, weakref, and GC tuningHigh-performance computing with NumPy, Dask, Ray, Numba, and CuPy ?? Concurrency & Async MasteryEvent loops, task orchestration, and asyncio internalsScalable TCP/UDP networkingMessaging with Kafka, RabbitMQ, and aiokafkaThread/process pools, shared memory, and job queues ?? Distributed Systems ArchitectureFastAPI at scale, gRPC, service discovery, circuit breakersObservability with OpenTelemetry, Prometheus, and JaegerKubernetes, Dockerfile optimization, CI/CD pipelinesRate limiting, idempotency, and API contract enforcement ?? Metaprogramming & InternalsCustom descriptors, metaclasses, and AST manipulationcontextvars, functools.lru_cache, collections.abc, typing.
TypedDictCPython internals and runtime behavior control ?? Real-World Data & AI SystemsML model deployment with FastAPI, TensorFlow Serving, PyTorchFeature stores, MLOps, A/B testing, RL with Ray and Stable-BaselinesTime series, graph databases, Elasticsearch, and financial backends ---? Who This Book Is For:Python developers leveling up to systems and architecture designDevOps & backend engineers working on performance-critical APIsML/AI engineers focused on real-time, scalable deploymentsAnyone ready to master the deep mechanics of modern Python ---?? Why It Matters:Covers performance, architecture, async, cloud, and AI-all in one bookWritten with clean structure, modern patterns, and real-world examplesBalances code-level insight with infrastructure-scale thinking ---?? Python isn't slow-bad design is.
Python Beyond Limits is your tactical guide to writing faster, smarter, scalable Python-the kind that powers production systems and real businesses.