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Awesome GitHub RepositoriesMemory-Efficient Streaming

Implementing streaming pipelines to prevent memory exhaustion when processing large JSON objects.

Distinct from JSON: Specifically addresses memory management via streaming, whereas the parent focuses on the parsing architecture.

Explore 13 awesome GitHub repositories matching data & databases · Memory-Efficient Streaming. Refine with filters or upvote what's useful.

Awesome Memory-Efficient Streaming GitHub Repositories

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  • alibaba/fastjsonalibaba 的头像

    alibaba/fastjson

    25,625在 GitHub 上查看↗

    Fastjson is a Java data binding framework and serialization library designed to convert objects to JSON strings and parse JSON data into typed objects. It functions as a JSON parser and stream processor capable of transforming JSON strings into data structures. The project emphasizes high performance JSON processing and memory management, specifically through the use of a pipeline to stream oversized JSON objects and texts to prevent memory exhaustion. It provides capabilities for JSON data serialization and deserialization workflows, including custom JSON data mapping and the ability to def

    Prevents application memory exhaustion by streaming oversized JSON objects and texts through a processing pipeline.

    Java
    在 GitHub 上查看↗25,625
  • sindresorhus/gotsindresorhus 的头像

    sindresorhus/got

    14,915在 GitHub 上查看↗

    Got is a promise-based HTTP request library for Node.js that supports HTTP/2 and streaming. It provides a system for making network requests with a focus on asynchronous control flow and type-safe API client development. The library is distinguished by its middleware-based request lifecycle, which uses interceptors and plugins to modify request options and response data. It includes a configurable automatic retry mechanism with backoff strategies, a built-in HTTP response cache, and a cookie-jar system for maintaining persistent sessions. Broad capabilities cover data handling through duplex

    Processes request and response bodies as duplex streams to handle large datasets without memory exhaustion.

    TypeScripthttphttp-clienthttp-request
    在 GitHub 上查看↗14,915
  • tomnomnom/grontomnomnom 的头像

    tomnomnom/gron

    14,457在 GitHub 上查看↗

    Gron is a command line utility that transforms nested JSON data into a flat list of path-value assignments. This process converts hierarchical structures into line-based statements, mapping every leaf value to its absolute path to make the data compatible with standard text-processing tools. The tool allows for the bidirectional transformation of data, enabling the reconstruction of original nested JSON objects from flattened path assignments. It can ingest JSON from local files, standard input, or remote URLs, with the ability to route network traffic through proxy servers. The utility supp

    Employs memory-efficient streaming to process large JSON inputs without loading entire files into memory.

    Goclijson
    在 GitHub 上查看↗14,457
  • maxogden/art-of-nodemaxogden 的头像

    maxogden/art-of-node

    9,873在 GitHub 上查看↗

    This project is a structured Node.js programming course and educational guide designed to teach JavaScript backend development. It provides a sequence of workshops and interactive tutorials that focus on the fundamentals of the Node.js runtime and its core modules. The material emphasizes asynchronous programming, specifically covering non-blocking I/O, callback patterns, and event-driven architecture. It includes a practical exploration of the core API for managing network applications, file system operations, and binary data. The curriculum covers module management and dependency resolutio

    Provides instruction on using memory buffers to efficiently process binary data and large datasets.

    JavaScript
    在 GitHub 上查看↗9,873
  • facebook/proxygenfacebook 的头像

    facebook/proxygen

    8,351在 GitHub 上查看↗

    Proxygen is a collection of C++ libraries for building high-performance HTTP servers and clients. It provides a protocol parser that converts raw network bytes into high-level transaction objects and includes a network stack for processing web traffic over the QUIC transport protocol. The project implements a layered protocol abstraction and a QUIC-based transport integration to support multiple versions of the HTTP standard, including HTTP/3. It utilizes state-machine based parsing and an event-driven I/O loop to manage concurrent network connections. The library covers asynchronous buffer

    Utilizes non-blocking memory buffers to efficiently queue and stream data between the network socket and the application.

    C++
    在 GitHub 上查看↗8,351
  • urinx/weixinbotUrinx 的头像

    Urinx/WeixinBot

    7,390在 GitHub 上查看↗

    WeixinBot is a framework for WeChat account automation and bot development. It provides a programmable interface to monitor incoming messages and trigger automated actions within the WeChat ecosystem. The system emulates a browser session using a WebSocket-based protocol and establishes identity through QR code authentication. It maintains session-state persistence to keep accounts active without repeated verification. The project covers message processing for text, images, voice notes, and location data, and supports the transmission of emojis and links. It includes utilities for user conta

    Provides background downloading of binary image and voice data to maintain system responsiveness.

    Pythonapiweb-weixin-pipelinewechat
    在 GitHub 上查看↗7,390
  • jimhigson/oboe.jsjimhigson 的头像

    jimhigson/oboe.js

    4,819在 GitHub 上查看↗

    oboe.js 是一个流式 JSON 解析器和 HTTP 流客户端,专为增量数据处理而设计。它允许应用程序在网络请求或可读流到达时,在整个下载完成之前对单个 JSON 对象进行处理。 该库作为 JSON 流转换器,支持在传输过程中对节点进行修改、过滤和映射。它具有基于路径的节点选择功能,可在匹配特定模式时触发回调,并能在找到所需数据后提前终止网络连接以节省带宽。 为了处理超出系统可用内存的数据集,该库利用基于流的内存管理来丢弃已处理的节点。它还支持通过长连接将历史记录与实时更新合并,并提供在连接中断时恢复部分数据的能力。

    Discards processed nodes from the internal tree to handle datasets that exceed available system RAM.

    JavaScript
    在 GitHub 上查看↗4,819
  • boostorg/beastboostorg 的头像

    boostorg/beast

    4,801在 GitHub 上查看↗

    Beast is a C++ library for implementing low-level HTTP and WebSocket clients and servers. It functions as an asynchronous networking framework designed to compose non-blocking I/O operations and layered stream stacks for managing concurrent network traffic, specifically utilizing the Boost.Asio asynchronous model. The library provides a comprehensive implementation of the HTTP/1.1 and WebSocket protocols. For HTTP, it includes primitives for parsing and serializing messages with support for chunked transfer encoding, incremental body reading, and request pipelining. Its WebSocket implementati

    Uses dynamic and sequence-based buffer concepts to handle incremental data parsing.

    C++asioasync-programmingboost
    在 GitHub 上查看↗4,801
  • memgraph/memgraphmemgraph 的头像

    memgraph/memgraph

    4,163在 GitHub 上查看↗

    Memgraph is an in-memory, distributed graph database designed for high-performance labeled property graph management. It utilizes a Cypher query engine for declarative data retrieval and manipulation, providing a scalable knowledge graph backend that integrates vector search and graph traversals. The system distinguishes itself as a real-time graph analytics platform, employing native C++ and CUDA implementations to execute complex network analysis and dynamic community detection on streaming data. It provides specialized support for AI integration, including GraphRAG capabilities, the constr

    Removes relationships and nodes in batches to prevent memory exhaustion in large graphs.

    C++cyphergraphgraph-algorithms
    在 GitHub 上查看↗4,163
  • qihoo360/evppQihoo360 的头像

    Qihoo360/evpp

    3,767在 GitHub 上查看↗

    evpp is a C++ network library and framework designed for building high-performance network services using TCP, UDP, and HTTP protocols. It provides an asynchronous event loop to manage nonblocking I/O operations and concurrent network connections across multiple threads. The framework includes specialized tools for asynchronous DNS resolution and a system for asynchronous task scheduling using a managed thread pool. It also features a nonblocking HTTP server and client with integrated connection pooling. The project covers low-level transport layer connectivity for TCP and UDP, as well as hi

    Uses asynchronous network buffers to optimize data throughput between sockets and the application.

    C++
    在 GitHub 上查看↗3,767
  • datadog/datadog-agentDataDog 的头像

    DataDog/datadog-agent

    3,519在 GitHub 上查看↗

    The Datadog Agent is an infrastructure monitoring agent and host telemetry collector. It functions as a background process that gathers system metrics and application health data to send to a centralized monitoring platform. The project operates as a plugin-based metric collector, using a modular system of independent check scripts to gather data from various third-party services and applications. It serves as a remote telemetry transmitter, providing a pipeline to stream infrastructure and system information to a remote analysis and alerting backend. Its capabilities cover application perfo

    Implements non-blocking memory buffers to stream telemetry data between the agent and remote monitoring endpoints.

    Goapm-agentapm-instrumentationdatadog
    在 GitHub 上查看↗3,519
  • streamedian/html5_rtsp_playerStreamedian 的头像

    Streamedian/html5_rtsp_player

    2,731在 GitHub 上查看↗

    This project provides a browser-based media player and server-side bridging component designed to render live network camera feeds directly within web applications. By utilizing standard browser media APIs, it enables the playback of video streams without the need for external plugins or proprietary software. The system functions by routing raw network camera data through a server-side proxy that translates specialized protocols into browser-compatible formats. This bridge facilitates real-time media delivery by managing network traffic and decapsulating stream headers directly within the bro

    Manages incoming network packets in a memory-efficient queue to ensure smooth video rendering despite fluctuations in network latency.

    JavaScriptaacangularh264
    在 GitHub 上查看↗2,731
  • tiramisu-compiler/tiramisuTiramisu-Compiler 的头像

    Tiramisu-Compiler/tiramisu

    960在 GitHub 上查看↗

    Tiramisu is a polyhedral C++ compiler framework designed to express and optimize data-parallel algorithms for diverse hardware accelerators. It provides a programming interface that allows developers to define mathematical expressions, manage loop iteration spaces, and organize functions targeting heterogeneous architectures. The system features an advanced compilation infrastructure that abstracts computations into a hardware-agnostic intermediate representation before lowering them into native machine code or hardware configuration bitstreams. It calculates exact data flow dependencies thro

    Represents memory buffers and creates specific views on existing buffers to handle data access operations efficiently.

    C++code-generationcompilerdeep-neural-networks
    在 GitHub 上查看↗960
  1. Home
  2. Data & Databases
  3. Streaming Parsers
  4. JSON
  5. Memory-Efficient Streaming

探索子标签

  • Batch Element DeletionRemoval of large volumes of graph elements in batches to optimize memory usage. **Distinct from Memory-Efficient Streaming:** Specifically addresses graph-element deletion to prevent memory exhaustion, unlike general streaming or AST node removal.
  • Buffer Management2 个子标签Techniques for allocating and manipulating raw memory chunks for binary data. **Distinct from Memory-Efficient Streaming:** Specifically targets the use of memory buffers for binary data, complementing streaming pipelines.