史上最全最详细的flink 中文教程(一千多页pdf).pdf
最全最详细的flink 中文教程,详细介绍各个接口,并附带demo(一千多页pdf)最全最详细的flink 中文教程,详细介绍各个接口,并附带demo(一千多页pdf)执行配置1.5.7.1程序打包和分布式执行1.5.7.2并行执行1.5.73执行计划1.5.74重启策略1.5.7.5类库158FlinkCeP-Fink的复杂事件处理1.5.8.1风暴兼容性Beta158.2Gelly Flink Graph AP158.3图AP1.5.84迭代图处理1.5.8.4.1类库方法1.584.2图算法1.5.8.4.3图形生成器1.5.844二分图1584.5FlinkML- Flink的机器学习1.5.85快速入门指南1.5.8.5.1如何贡献5.8.5.2交义验证1.58.5.3Distance metrics5.8.54K-Nearest Neighbors关联158.55MinMax scaler1.5.8.5.6Multiple Linear regression1.5.8.5.7在管道的引擎盖下看158.5.8Polynomial Features158.59随机异常值选择1.5.8.5.10Standard scaler158.5.11Alternating Least squares1.5.8.5.12SVM using COCoA1.58.5.13最佳实践1.59AP迁移指南1.5.10部署和运营集群和部署1.6.1独立群集1.6.1.1YARN设置1.6.1.2Mesos设置1.6.1.3Kubernetes设置1.6.14Docker设置1.6.1.5亚马逊网络服务(AWS)1.6.1.6Google Compute Engine设置1.6.1.7MapR设置1.6.1.8Hadoop集成1.6.19JobManager高可用性(HA)1.6.2状态和容错16.3检查点1.6.3.1保存点1.6.3.2状态后台1.6.3.3调整检查点和大状态1.6.3.4配置1.64生产准备清单1.6.5命令行界面166Scala REPl1.6.7Kerberos身份验证设置和配置168SSL设置6.9文件系统1.6.10升级应用程序和Fnk版本1.6.11调试和监控度量1.7.1如何使用日志记录1.7.2历史服务器1.7.3监控检查点1.74监测背压1.7.5监控 REST AP1.7.6调试 Windows和事件时间1.7.7调试类加载1.7.8应用程序分析1.7.9Flink Development1.8将 Flink导入|DE1.8.1从 Source建立Fink8.2内幕组件堆栈1.9.1数据流容错19.2工作和调度19.3任务生命周期194文件系统19.55Apache Flink文档Apache Flink文档译者: flink. sob.cn在线阅读●PDF格式EP∪B格式●MOB格式代码仓库本文档适用于 Apache Flink17 SNAPSHOT版。这些页面的建立时间为09/08/18,中部标准时同07:53:00°Apache Flink是一个用于分布式流和批处理数据处理的开源平台Fnk的核心是流数据流引擎’为数据流上的分布式计算提供数据分发’通信和容错。 Flink在流引擎之上构建批处理’覆盖本机达代支持,托管内存和程序优化。第一步概念∶从Fink的教据流编程模型和分布式运行时环境的基本概念开始。这将有助于您了解文档的其他部分·包括设置和编程指南σ我们建议您先闖读这些部分教程:o实现并运行 Data strean应用程序o设置本地Fink群集编程指南:您可以阅读我们关于基本AP|概念和 Data Stream A門或 Data Set APl的指南’以了解如何编写您的第一个Fink程序。部署在将Fink工作投入生产之前,请阅读生产准备清单发行说明发行说明涵盖了Fink版本之间的重要更改。如果您计划将Fink设置升级到更高版本,请仔细阅读这些说明。Fink1.6发行说明Fink1.5发行说明。外部资源6Apache Flink文档● Flink Forward: Flink forward网站和 You tube上提供了以往会议的讲座。使用 Apache Flink进行强大的流处理是一个很好的起点●培训∷数据工匠的培训材料包括幻灯片·练习和示例解決方案。·博客: Apache Flink和数据工匠博客发布了有关Fink的频繁深入的技术文章概念概念数据流编程模型数据流编程模型译者: flink. sob.cn抽象层次Flink提供不同级别的抽象来开发流/批处理应用程序SQLHigh-level LanguageTable AplDeclarative dslDataStream/Data Set APICore aplsStateful Stream ProcessingLoW-level building blockstreams, state, [event] time)●最低级抽象只提供有状态流。它通过卩 rocess Function嵌入到 Datastream aF丨中。它允许用户自由处理来自一个或多个流的事件,并使用一致的容错状态此外,用户可以注册事件时间和处理时间回调,允许程序实现复杂的计算实际上,大多数应用程序不需要上逑低级抽象,而是针对 Core a叫编程,如Data stream AP(有界/无界流)和 Data set ap(有界数据集)。这些流畅的A門提供了用于数据处理的通用构建坎’例如各种形式的用户指定的转换’连接’聚合’窗口’状态等。在这些AP丨中处理的数据类型在相应的编程语言中表示为类低级尸 rocess function与 Data stream A尸/集成’因此只能对某些算子操作进行低级抽象。该数据集A尸隈提供的有限数据集的其他原语,如循环/迭代。●该 Table ap是为中心的声明性DSL表,其可被动态地改变的表(表示流时)。该 Table a門遵循(扩展)关系模型:表有一个模式连接(类似于在关系数据库中的表)和A門|提供可比的算子操作·如选择,项目,连接,分组依据’聚合等 Table a門程序以声明方式定乂应该执行的逻辑算子操作,而不是准确指定算子操作代码的外观。虽然 Table ap丨可以通过各种类型的用户定义西数进行扩展’但它的表现力不如 Core AP’但使用更简洁(编写的代码更少)。此外, Table a門l程序还会通过优化程序·在执行之前应用优化规则。可以在衣和 Data strean/ Data set之同无缝转换’允许程序混合7 ble aP以及Data Stream u Data Set API数据流编程模型Flink提供的最高级抽象是SQL。这种抽象在语义和表达方面类似于7ab/eA門·但是将程序表示为SQL查询表达式。在SQL抽象与 Table apl紧密地相互作用’和SQL查询可以通过定义表来执行7ab/eA尸程序和数据流Flink程序的基夲构建块是流和转换。(请注意,Fink的 Data set a|中使用的Data Set也是内部流-稍后会详细介绍。)从概念上讲·流是(可能水无止境的数据记录流’而转换是将一个或多个流作为一个或多个流的算子操作。输入’并产生一个或多个输出流。执行时’Fink程序映射到流数据流’由流和转换算亍纽成σ毎个数据流都以一个或多个源开头,并以一个或多个接收器结東。数据流类似于任意有向无环图(DAG)°尽管通过迭代结构允许特殊形式的循环,但为了简单起见’我们将在大多数情况下对此进行掩饰。Datastream lines env. addsourceSourrenew FlinkKafkaconsumer>(.)Datastream Event> events =lines. map((line)-> carse(line)了FBs∫n?ato胃Datastrearrs-atis-.cs> statskerby (id"!fransformationtimewindow (Time, seconds(10)apply(new MyWNindowAggregationFurction();stas. addsink(new Rolling sink(path),SinkLsourceT! ansforratio门sinkperatorOperatorsOperatorkey By(/Sourcemap() window()SinkapplystreamStreaming Datarow通常,程序中的转換与数据流中的算子之同存在一对一的对应关系。但是,有时一个转换可能包含多个转换算子源流和接收器记录在流连接器和批处理连接器文档中。 Data Stream算子和 Data Set转换中记录了转换。10
- 2020-11-04下载
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MSC.Marc 2013.1理论手册
MSC.MARC是功能齐全的高级非线性有限元软件,具有极强的结构分析能力。可以处理各种线性和非线性结构分析包括:线性/非线性静力分析、模态分析、简谐响应分析、频谱分析、随机振动分析、动力响应分析、自动的静/动力接触、屈曲/失稳、失效和破坏分析等ContentsMarc Volume A: Theory and User InformationrefaceAbout this manual■■■■20Purpose of volume A20Contents of volume a20How to Use this manual211 The Marc SystemMarc Programs............■■23Marc for Analysis23Mentat or patran for gul24Structure of marc24Procedure Library24Material Library24Element Library25Program Function Library25Features and benefits of marc252 Program InitiationMarc Host Systems27Workspace Requirements27Marc Workspace Requirements27File Units30Program Initiation.........32Examples of running marc Jobs■■■■■344 Marc Volume A: Theory and User Information3 Data EntryInput Conventions38Input of List of Items39Examples of lists41Table Driven Input■■41Table Input42Parameters46Model Definition Options46History Definition Options46REZONE Option474 Introduction to mesh definitionDirect Input49Element Connectivity Data49Nodal coordinate data53Activate/Deactivate54User Subroutine Input54MESH2D54Block definition54Merging of Nodes54Block Types55Symmetry, Weighting, and Constraints57Additional Options58Mentat58FXORD Option59Major classes of the fXoRD Option59Recommendations on Use of the FXORD Option63Incremental mesh generators■■■■■63Bandwidth Optimization64Rezoning.....64Substructure65Technical Background66Scaling Element Stiffness67Contents 5BEAM SECT Parameter■■■68Orientation of the Section in Space68Definition of the section68Error Analysis74ocal AdaptivityNumber of Elements Created7474Boundary Conditions75Location of new nodes76Adaptive Criteria77Automatic Global remeshing80Remeshing criteria84Remeshing TechniquesPatran Tetrahedral mesher885 Structural Procedure LibraryLinear Analysis99Accuracy100Error estimates100Adaptive meshing101Fourier Analysis101Nonlinear Analysis104Geometric nonlinearities108Eulerian FormulationArbitrary Eulerian-Lagrangian(AEL) Formulation118Nonlinear Boundary Conditions118Buckling Analysis120Perturbation Analysis121Computational Procedures for Elastic-Plastic Analysis126Creep138Viscoelasticity142Viscoplasticity143Fracture Mechanics144Linear fracture mechanics144Nonlinear fracture mechanics147Numerical Evaluation of the J-integral148Numerical Evaluation of the Energy Release Rate with the VCCT Method150Automatic Crack PropagationDynamic Fracture Methodology1626 Marc Volume A: Theory and User InformationDynamic crack Propagation..162Crack Initiation163Mesh Splitting165Mesh Splitting Along Edges or Faces165Mesh Cutting167Dynamics...168Modal(Eigenvalue) Analysis.168Harmonic Response172Spectrum Response75Transient Analysis179Inertia relief191Rigid Body Mode Evaluation.191Rigid-Plastic Flow195Steady State Analysis95Transient Analysis196Technical background..196Superplasticity197Soil Analysis199Technical formulation200Mechanical Wear.,,,,,,,,203Design Sensitivity Analysis........■■205Theoretical considerations207Design Optimization208Approximation of Response Functions Over the Design Space..209Improvement of the Approximation211The Optimization algorithmMarc User Interface for Sensitivity Analysis and Optimization212Define Initial State with Results from a Previous Analysis215Pre state215Model sections217Steady State Rolling Analysis219Kinematics219lnetⅰaE仟fect...221Rolling Contact221Steady state rolling with marc221ContentsStructural Zooming Analysis.222Element Types Supported223Uncoupled Thermal Stress Analysis223Cure-Thermal-Mechanically Coupled Analysis224Cure Kinetics225Cure Shrinkage Strain228References,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2296 Nonstructural Procedure LibraryHeat Transfer234Thermal Contact235Convergence Controls235Steady state Analysis236Transient Analysisemperature Effects238Initial Conditions239Boundary Conditions239Surface Energy243Thermochemical Ablation and Surface Energy Balance244Mathematical Presentation244Mechanical Erosion251Mechanical Erosion by Other Actions251pyrolySis251Coking255Monitoring Thermal Degradation258Presentation of the Energy Equation260Ablation262Welding27Radiation278Conrad Gap292Channel293Output294Diffusion295Technical Background296Hydrodynamic Bearing300Technical Background3028 Marc Volume A: Theory and User InformationElectrostatic Analysis304Technical Background305Magnetostatic Analysis308Technical background..309Magnetodynamic Analysis∴∴320Technical Background322Piezoelectric Analysis325Technical Background326Strain Based Piezoelectric Coupling..328Acoustic Analysis328Rigid Cavity Acoustic Analysis328Technical Background329Fluid mechanics330Finite element formulation333Penalty Method335Steady State Analysis336Transient Analysis336Solid Analysis336Solution of Coupled Problems in Fluids..336Degrees of Freedom337Element Types.337Coupled Analyses∴..■量■画■■■,,,,,,,,339Thermal Mechanically Coupled Analysis341Coupled Acoustic-Structural AnalysisFluid/Solid Interaction- Added Mass Approach342346Coupled Electrostatic-Structural Analysis348Coupled Magnetostatic-Structural Analysis350Coupled Thermal-Electrical Analysis (Joule Heating)352Coupled Electrical-Thermal-Mechanical Analysis355Coupled Magnetostatic-Thermal Analysis357Coupled Magnetodynamic-Thermal Analysis358Coupled Magnetodynamic-Thermal-Structural Analysis..359References∴,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,362Contents 97 Material LibraryLinear Elastic Material365Composite Material ......367Layered Materials368Classical Lamination Theory for Multi-Layered Shells371Material Preferred direction372Material Dependent Failure Criteria376Interlaminar Shear for Thick Shell, Beam, Solid shell, and 3-d Composite brick elements394Interlaminar Stresses for continuum composite elements397Progressive Composite Failure397Mixture model399Gasket403Constitutive model403Nonlinear Hypoelastic Material407Thermo-Mechanical Shape Memory Model422Transformation Induced deformation424Constitutive Theory425Phase Transformation strains425Experimental Data Fitting for Thermo-mechanical Shape Memory Alloy427Mechanical Shape Memory Model431Conversion from Thermo-Mechanical to Mechanical SMA oyExperimental Data Fitting for Mechanical Shape Memory alle434435Elastomer436Updated Lagrange formulation for nonlinear elasticity455Time-independent Inelastic Behavior456Yield Conditions458Mohr-Coulomb Material(Hydrostatic Stress Dependence)464Buyukozturk Criterion(Hydrostatic Stress Dependence)465Powder material465Obtaining Crush Curve and Shear Failure Parameters by Curve Fitting in Marc475Work or strain hardening.....,,,479Flow rule485Constitutive Relations486Time-independent Cyclic Plasticity489Time-dependent Inelastic Behavior492Creep(Maxwell Model)翻495Oak Ridge National Laboratory Laws50010 Marc Volume A: Theory and User InformationSwelling.501Viscoplasticity502Time-dependent Cyclic Plasticity502Anand solder model504Viscoelastic Material505Bergstrom-Boyce Model516Narayanaswamy Model518Frequency-dependent Material Behavior522Viscoelastic Material Behavior in the Frequency Domain522Thermo-Rheologically Simple Material Behavior in the Frequency Domain538Deformation Dependent Relaxation in the Frequency Domain539Harmonic Equations of motion541Performing viscoelastic Analysis in the Frequency Domain543Temperature Effects and Coefficient of Thermal Expansion,546Piecewise Linear Representation547Temperature-Dependent Creep548Coefficient of Thermal Expansion549Time-Temperature-Transformation549Low Tension Material552Uniaxial Cracking Data552LoW Tension Cracking552Tension Softening552Crack Closure553Crushing553Analysis554Soil model554Elastic Models554Cam-Clay Model555Evaluation of soil parameters for the critical state soil model557Damage Models565Ductile metals565Elastomers568Cohesive Zone Modeling570Nonstructural materials578Heat transfer analysis579Piezoelectric Analysis579Thermo-Electrical Analysis579Coupled Electrical-Thermal-Mechanical Analysis579Hydrodynamic Bearing AnalysisFluid/ Solid Interaction Analysis- Added Mass approach579.579
- 2020-12-04下载
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