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Bitemporal Data : Theory and Practice
发布日期:2015-12-17  浏览

Bitemporal Data : Theory and Practice

[Book Description]

Bitemporal data has always been important. But it was not until 2011 that the ISO released a SQL standard that supported it. Currently, among major DBMS vendors, Oracle, IBM and Teradata now provide at least some bitemporal functionality in their flagship products. But to use these products effectively, someone in your IT organization needs to know more than how to code bitemporal SQL statements. Perhaps, in your organization, that person is you. To correctly interpret business requests for temporal data, to correctly specify requirements to your IT development staff, and to correctly design bitemporal databases and applications, someone in your enterprise needs a deep understanding of both the theory and the practice of managing bitemporal data. Someone also needs to understand what the future may bring in the way of additional temporal functionality, so their enterprise can plan for it. Perhaps, in your organization, that person is you.This is the book that will show the do-it-yourself IT professional how to design and build bitemporal databases and how to write bitemporal transactions and queries, and will show those who will direct the use of vendor-provided bitemporal DBMSs exactly what is going on "under the covers" of that software. * Explains the business value of bitemporal data in terms of the information that can be provided by bitemporal tables and not by any other form of temporal data, including history tables, version tables, snapshot tables, or slowly-changing dimensions.* Provides an integrated account of the mathematics, logic, ontology and semantics of relational theory and relational databases, in terms of which current relational theory and practice can be seen as unnecessarily constrained to the management of nontemporal and incompletely temporal data.* Explains how bitemporal tables can provide the time-variance and nonvolatility hitherto lacking in Inmon historical data warehouses.* Explains how bitemporal dimensions can replace slowly-changing dimensions in Kimball star schemas, and why they should do so.*Describes several extensions to the current theory and practice of bitemporal data, including the use of episodes, "whenever" temporal transactions and queries, and future transaction time.* Points out a basic error in the ISO's bitemporal SQL standard, and warns practitioners against the use of that faulty functionality. Recommends six extensions to the ISO standard which will increase the business value of bitemporal data.* Points towards a tritemporal future for bitemporal data, in which an Aristotelian ontology and a speech-act semantics support the direct management of the statements inscribed in the rows of relational tables, and add the ability to track the provenance of database content to existing bitemporal databases. This book also provides the background needed to become a business ontologist, and explains why an IT data management person, deeply familiar with corporate databases, is best suited to play that role. Perhaps, in your organization, that person is you.

 

[Table of Contents]
 
Foreword                                           xv
Preface                                            xix
Acknowledgments                                    xxxi
    Chapter 1 Bitemporal Data: Preliminaries       1   (18)
      Nontemporal, Unitemporal and Bitemporal      3   (8)
      Data
        Nontemporal Tables                         4   (2)
        Unitemporal Tables                         6   (4)
        Bitemporal Tables                          10  (1)
      Semantics and its Implementations            11  (2)
      Glossary List                                13  (6)
  PART 1 THEORY
    Chapter 2 Time and Temporal Terminology        19  (16)
      Time                                         19  (7)
        Instants and Moments                       19  (1)
        Clock Ticks                                20  (4)
        Time Periods                               24  (2)
      Temporal Terminology                         26  (7)
        Temporal Dimensions                        27  (3)
        Types of Tables                            30  (2)
        A Choice of Terminologies                  32  (1)
      Glossary List                                33  (2)
    Chapter 3 The Relational Paradigm:             35  (8)
    Mathematics
      Tables and Columns                           35  (1)
      Columns and Domains                          36  (1)
      Cartesian Products                           37  (1)
      Functions and Primary Keys                   38  (3)
      Relations                                    41  (1)
      Glossary List                                41  (2)
    Chapter 4 The Relational Paradigm: Logic       43  (16)
      Propositional Logic                          43  (10)
        Connectives                                43  (4)
        Well-Formed Formulas                       47  (1)
        Transformation Rules                       48  (3)
        Rules of Inference                         51  (2)
      Predicate Logic                              53  (4)
        Statements and Statement Schemas           55  (2)
      Logic and the Relational Paradigm            57  (1)
      Glossary List                                58  (1)
    Chapter 5 The Relational Paradigm: Ontology    59  (20)
      Types and Instances                          61  (3)
        A Data Modeling Perspective                61  (1)
        A Philosophical Perspective                61  (1)
        A Set Theoretic Perspective                62  (1)
        A Logic and Language Perspective           63  (1)
        An Analogy                                 63  (1)
        Summary                                    63  (1)
      Instances and Identity                       64  (1)
      The Relational Paradigm Ontology:            64  (4)
      Aristotelian Roots
        Aristotle on Substance                     64  (1)
        Aristotle on Accidents                     65  (2)
        Beyond the Aristotelian Roots              67  (1)
      The Relational Paradigm Ontology             68  (5)
        A Middle Level Extension to the            70  (1)
        Relational Paradigm Ontology
        States and Change                          70  (2)
        Primary Keys Natural Keys, Foreign Keys    72  (1)
        Objects, Events and Change                 72  (1)
      On Using Ontologies                          73  (2)
      Integrating the Mathematics and Ontology     75  (3)
      of the Relational Paradigm
      Glossary List                                78  (1)
    Chapter 6 The Relational Paradigm: Semantics   79  (20)
      Rows, Statements, Assertions and Kindred     80  (1)
      Notions
      Rows, Inscriptions and Sentences             81  (1)
      Statements                                   82  (6)
        Disambiguating Statements                  84  (4)
        Statements and Statement Schemas           88  (1)
      Speech Acts                                  88  (9)
        Statements and Assertions                  89  (2)
        Propositions                               91  (1)
        Expressing Assertions Explicitly           92  (5)
      Glossary List                                97  (2)
    Chapter 7 The Allen Relationships              99  (18)
      Why the Allen Relationships are Important    99  (1)
      A Taxonomy of the Allen Relationships        100 (7)
        The Basic Allen Relationships              100 (7)
        Combinations of the Allen Relationships    107 (1)
      A Binary Partitioning of the Allen           107 (7)
      Relationships Taxonomy
        Common Timeline Time Periods:              108 (1)
        [Includes] or [Excludes]
        [Includes]: [Contains] or [Overlaps]       108 (1)
        [Contains]: [Equals] or [Encloses]         109 (1)
        [Encloses]: [Aligns With] or [During]      110 (1)
        [Aligns With]: [Starts] or [Finishes]      111 (1)
        [Excludes]: [Before] or [Meets]            112 (2)
      An Allen Relationship Thought Experiment     114 (1)
      Glossary List                                115 (2)
    Chapter 8 Temporal Integrity Concepts and      117 (10)
    Notations
      Cubes, Slices and Cells: Data in             117 (5)
      Three-Dimensional Temporal Space
      Semantically Anomalous Relational Tables     122 (2)
      Implicit Bitemporal Time                     124 (2)
      Glossary List                                126 (1)
    Chapter 9 Temporal Entity Integrity            127 (14)
      Entity Integrity                             127 (1)
      Bitemporal Entity Integrity                  128 (7)
        Some Bitemporal Transactions               128 (7)
      State-Time Entity Integrity                  135 (2)
      Conventional Entity Integrity                137 (2)
      Glossary List                                139 (2)
    Chapter 10 Temporal Referential Integrity      141 (24)
      Temporal Foreign Keys                        141 (2)
      Episodes                                     143 (3)
      State-Time Referential Integrity             146 (4)
        A State-Time Delete: Block Mode            147 (1)
        A State-Time Delete: Cascade Mode          148 (2)
        A State-Time Delete: Set Null Mode         150 (1)
      Bitemporal Referential Integrity             150 (4)
      Conventional Referential Integrity           154 (4)
      Glossary List                                158 (7)
  PART 2 PRACTICE
    Chapter 11 Temporal Transactions               165 (22)
      An Overview of Temporal Transactions         165 (2)
      Basic Temporal Transactions on State-Time    167 (4)
      Tables
        A State-Time Insert With Default Time      168 (1)
        A State-Time Update With Default Time      168 (2)
        A State-Time Update With Specified         170 (1)
        State Time
        A State-Time Delete With Default Time      171 (1)
      Basic Temporal Transactions on Bitemporal    171 (6)
      Tables
        A Bitemporal Insert With Default Time      172 (1)
        A Bitemporal Update With Default Time      172 (3)
        A Bitemporal Update With Specified         175 (1)
        State Time
        A Bitemporal Delete With Default Time      176 (1)
      Whenever Temporal Transactions               177 (5)
        A Whenever Insert Transaction              179 (1)
        A Whenever Update Transaction              180 (1)
        A Whenever Delete Transaction              181 (1)
      Temporal Merge Transactions                  182 (3)
      Glossary List                                185 (2)
    Chapter 12 Basic Temporal Queries              187 (18)
      Temporal Query Syntax                        187 (3)
      Bitemporal Tables and Views                  190 (7)
        The Conventional Table View                190 (2)
        The Logfile View                           192 (3)
        The Version View                           195 (2)
      Point-In-Time Range Queries                  197 (2)
      Range Queries                                199 (4)
      Glossary List                                203 (2)
    Chapter 13 Advanced Temporal Queries           205 (20)
      A Basic Temporal Range Multi-Table Query     205 (9)
        Step 1 Decoalesce and Restrict on          207 (1)
        Assertion Time
        Step 2 Decoalesce and Restrict on State    208 (1)
        Time
        Step 3 Drop Assertion-Time Period          208 (2)
        Columns
        Step 4 Align on State-Time Boundaries      210 (2)
        Step 5 Join on RefId and State Time        212 (2)
      A Complex Temporal Range Multi-Table Query   214 (8)
        Step 1 Decoalesce and Restrict on          215 (1)
        Assertion Time
        Step 2 Decoalesce and Restrict on State    216 (1)
        Time
        Step 3 Drop Assertion-Time Period          217 (2)
        Columns
        Step 4 Align on State-Time Boundaries      219 (2)
        Step 5 Join on RefId and State-Time        221 (1)
      Why Temporal Range Multi-Table Queries       222 (1)
      are Complex
      Glossary List                                223 (2)
    Chapter 14 Future Assertion Time               225 (16)
      Future Assertion Time: Semantics             225 (8)
        The Six-Fold Way                           226 (1)
        Challenging the Six-Fold Way               227 (3)
        The Nine-Fold Way                          230 (3)
      Future Assertion Time: Implementation        233 (7)
        The Time Travel Paradox                    234 (2)
        Future Assertion Time Locking              236 (1)
        Future Transactions With Assertion-Time    237 (3)
        Locking
      Glossary List                                240 (1)
    Chapter 15 Temporal Requirements               241 (20)
      Updates and Corrections to Conventional      241 (4)
      Tables
      Timestamped Tables                           245 (4)
      Double-Timestamped Tables                    249 (3)
      Double-Timestamps and Corrections            252 (1)
      The Double-Timestamped Dilemma               253 (1)
      The Bitemporal Data Solution                 254 (6)
      Glossary List                                260 (1)
    Chapter 16 Bitemporal Data and the Inmon       261 (16)
    Data Warehouse
      A Brief History of the Data Warehouse        261 (4)
      What is an Inmon Data Warehouse?             265 (5)
        Subject Orientation                        265 (1)
        Integration                                266 (2)
        Time-variance                              268 (1)
        Nonvolatility                              269 (1)
        Support for Management Decision-Making     269 (1)
      Why Unitemporal Tables Cannot Be Both        270 (2)
      Time-Variant and Nonvolatile
        Two Senses of "As-Was"                     271 (1)
      The Enterprise Data Warehouse Redefined      272 (1)
      The Semantics of the EDW and the Question    273 (3)
      of its Physical Instantiation
        Inmon's Arguments for a Physical EDW       274 (2)
      Glossary List                                276 (1)
      Inmon Terms                                  276 (1)
    Chapter 17 Semantic Integration via            277 (14)
    Messaging
      The Objectives of an Enterprise Database     277 (2)
      Two Paths to Semantic Integration            279 (1)
      The Enterprise Data Model as a Canonical     280 (9)
      Message Model
        The Failed Mission of the Enterprise       281 (1)
        Data Model
        A New Mission for the Enterprise Data      282 (7)
        Model
      Glossary List                                289 (2)
    Chapter 18 Bitemporal Data and the Kimball     291 (24)
    Data Warehouse
      Star Schemas and Relational Databases        293 (1)
      The Star Schema Data Warehouse               294 (1)
      Architecture
      The Star Schema Design Pattern               294 (1)
      Reconceptualizing Star Schemas: Fact         295 (4)
      Tables and Dimension Tables
        Events and Objects                         295 (2)
        Surrogate Keys and Natural Keys            297 (2)
      A Bitemporal Star Schema                     299 (12)
        A Bitemporal Dimension Case Study          300 (7)
        Fact Table Analysis                        307 (2)
        Summary of the Case Study                  309 (2)
      Bitemporal Dimensions Versus                 311 (2)
      Slowly-Changing Dimensions
      Glossary List                                313 (1)
      Kimball and Ross Terms                       313 (2)
    Chapter 19 Time, Types and the Future of       315 (22)
    Relational Databases
      Tritemporal Data and Statement Provenance    316 (2)
        Inscription Time, State Time, Speech       318 (1)
        Act Time
      Ontologizing Relational Databases            318 (16)
        The Extended Relational Paradigm           321 (2)
        Ontology
        The Extended Relational Paradigm           323 (11)
        Metamodel
      Atomic Statements and Binary Tables          334 (1)
      Looking Ahead                                335 (1)
      Glossary List                                336 (1)
    Chapter 20 Recommendations                     337 (6)
      Recommendations for IT Professionals in      337 (1)
      End-User IT Organizations
      Recommendations for Standards Committees     338 (4)
      and Vendors
        Remove the Ability to Correct Data in      339 (1)
        State-Time Tables
        Specify Referent Identifiers in SQL        339 (1)
        Table Definitions
        Specify Temporal Unique Identifiers in     340 (1)
        SQL Table Definitions
        Package the Bitemporalization of           340 (1)
        Conventional Tables
        Modify SQL Query Syntax to Clarify         341 (1)
        Semantics
        Add Whenever Temporal Transactions to      342 (1)
        the Standard
        Add Future Transaction Time to the         342 (1)
        Standard
      Glossary List                                342 (1)
Afterword: Reflections on Mindfulness and          343 (4)
Bitemporality
Bibliography                                       347 (12)
Index                                              359

 

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