A little
spark kindles a great fire.
星星之火,可以燎原。
His wife
sparked his spirit of enterprise.
他的妻子激发了他的进取心。
This incident has
sparked lots controversies.
这一事件引发了许多争议。
Spark is an open-source cluster computing system that can process data much faster than Hadoop."
- Spark是一个开源的集群计算系统,其处理数据的速度比Hadoop快得多。
In Spark, Resilient Distributed Datasets (RDDs) are the fundamental data structure for distributed computing.
在Spark中,弹性分布式数据集(RDDs)是分布式计算的基础数据结构。
Apache Spark supports multiple programming languages such as Java, Python, and Scala."
- Apache Spark支持多种编程语言,如Java、Python和Scala。
Spark Streaming extends the core Spark API to enable real-time data processing."
- Spark Streaming扩展了核心的Spark API,以支持实时数据处理。
MLlib is Spark's library for machine learning, providing algorithms for classification, regression, clustering, and collaborative filtering."
- MLlib是Spark的机器学习库,提供了分类、回归、聚类和协同过滤等算法。
Spark SQL allows users to query structured data using either SQL or a DataFrame API."
- Spark SQL允许用户使用SQL或DataFrame API查询结构化数据。
GraphX in Spark is used for graph processing and provides a high-level API for building and analyzing graphs."
- Spark中的GraphX用于图处理,提供了构建和分析图的高级API。
Spark's architecture is designed to optimize in-memory computing, which significantly improves performance."
- Spark的架构设计优化了内存计算,大大提高了性能。
The Spark Shell is a REPL (Read-Eval-Print Loop) that allows developers to interactively test and experiment with Spark code."
- Spark Shell是一个REPL(读取-评估-打印循环),让开发者可以交互式地测试和实验Spark代码。
With Spark, you can easily perform ETL (Extract, Transform, Load) operations on big data.
使用Spark,你可以轻松地对大数据进行ETL(提取、转换、加载)操作。
This is because the networked computer has sparked a secret war between downloading and uploading - between passive consumption and active creation - whose outcome will shape our collective future in ways we can only begin to imagine.
这是因为联网的计算机引发了一场下载和上传之间的秘密战争——被动消费和主动创造之间的战争——其结果将以我们只能开始想象的方式塑造我们的集体未来。