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Embedded Systems Software: Modeling and Programming--
The Object-oriented Paradigm and The Unified Modeling Language (UML)
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Problems of software development
"problems" of software development (review): **conceptual integrity **incremental build, progressive refinement **large projects "differ" from small ones programming paradigms (1950’s-present): attempts to deal effectively with these problems, make software easier to develop and to maintain
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A Brief History: Computer Hardware, Computer Languages, Design Techniques
1950's:unstructured, no information hiding--”spaghetti” code, GOTO, flowcharts --machine code --assembly lang. --FORTRAN, LISP (Algol; COBOL) 1970s,1980s: structured, top-down design (“3 basic control structures, no GOTO”), modularity --Pascal, C, PL/I, Ada 1990’s: encapsulation, information-hiding, reuse, hardware/software codesign (from simulation languages developed much earlier, e.g., Modula, simula) --C++, Java 2000’s: info hiding; web languages; environments encapsulating multiple languages, styles --.NET, C#, Python, Perl, MATLAB, Mathematica, Labview, … Early machines—large, central (Eniac) Supercomputers, “Minicomputers”, PCs, multiuser machines, PICs Beowulf clusters, Spread of the Internet “Ubiquitous computing”, laptops,. Personal communication devices, multicore processors, GPUs wpclipart.com chilton-computing.org.uk _microcontroller#History techxav.com cse.mtu.edu visual.merriam-webster.com 43494A_QuadCore_Opt_Die_BLK_HRes.jpg textually.org
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Important basic OO concepts: class: encapsulates data
OO class Important basic OO concepts: class: encapsulates data structure (object) and associated methods (functions) these may be declared public / private / protected appropriate uses: public: pass info to object or request info about object (use "messages") (can be used by anyone) private: modify object (can be used in class or by “friends”) protected: for descendants (in class or by derived class and “friends”)
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OO: class concept supports encapsulation, information hiding
Record/class traditional: record (struct): functions to use or modify this record can be anywhere in the program OO: class concept supports encapsulation, information hiding OO Prog. DATA DATA DATA DATA DATA DATA DATA Procedural Prog.
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wolf is carnivore; sheep is herbivore; grass is plant
Inheritance Ex: Object data structures: A. Base class B. Derived class X Y Z W X Y Z A. B. Useful OO techniques: Inheritance: ex: in a program modeling an ecosystem, we might have the relationships: wolf is carnivore; sheep is herbivore; grass is plant carnivore is animal; herbivore is animal animal is organism; plant is organism here the base class “organism” holds data fields which apply to all organisms, e.g., amount of water needed to survive two derived classes, plant and animal, hold information specific to each of these types of organisms, e.g., kind of soil preferred by plant the animal class also has two derived classes, wolf and sheep Inheritance allows the collection of common attributes and methods in "base" class and inclusion of more specific attributes and methods in derived classes
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Polymorphism and overloading
base class can define a “virtual” function; appropriate versions of this function can be instantiated in each derived class (e.g., "draw" in the base class of graphical objects can have its own specific meaning for rectangles, lines, ellipses) Overloading: ex: cin >> num1; >> is overloaded "shift” ex: “+” can be overloaded to allow the addition of two vectors ex: a function name can be overloaded to apply to more than one situation; e.g., a constructor can be defined one way if initial values are given and a different way if initial values are not given
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template <class T> T method1 (T x) …..
Templates Templates: example: template <class T> T method1 (T x) ….. can be specialized: int method1 (int x) float method1 (float y) usertype method1 (usertype a) templates promote reuse
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Separate compilation:
Typically, an object-oriented program can be broken into three sets of components: definitions and prototypes (text files, “header files”) implementations (compiled--source code need not be available to user) application program--uses the classes defined in header files and supported by the implementation files This strategy promotes reuse and information hiding
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Misuse of object-oriented paradigm
Note: no paradigm is misuse-proof
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Design: “top-down”; Test: “bottom-up” : “Design for testability”
Using OO & (a subset of) UML in a project: design; design for testability Design: “top-down”; Test: “bottom-up” : “Design for testability” determine specifications: use cases system tests determine classes and connections (static behavior): ER or class diagrams; CRC cards module (“black box”) tests model dynamic behavior: interaction (object message) diagrams activity diagrams state diagrams sequence diagrams [ individual class functions “white box” or “glass box” tests] dynamic module interactions / “boundary” behavior
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UML: a language for specifying and designing an OO project
UML: stands for "unified modeling language” unifies methods of Booch, Rumbaugh (OMT or Object Modeling Technique), and Jacobson (OOSE or Object-Oriented Software Engineering) mainly a modeling language, not a complete development method Early versions -- second half of the 90's Not all methods we will use are officially part of the UML description
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an actual user can have many actor roles in these use cases
a part of the ”Unified Modeling Language" (UML) which we will use for requirements analysis and specification each identifies a way the system will be used and the "actors" (people or devices) that will use it (an interaction between the user and the system) each use case should capture some user-visible function and achieve some discrete goal for the user an actual user can have many actor roles in these use cases an instance of a use case is usually called a "scenario” Use case will typically have graphical & verbal forms
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Example use case Example: cellular network place and receive calls use case (based on Booch, Rumbaugh, and Jacobson, The Unified Modeling Language User Guide) Text description --Use case name (cellular network place and receive calls) --Participating actors (cellular network and human user) --Flow of events (network or user accesses network to use its functionality) --Entry condition(s) (user accesses network using device or password) --Exit condition(s) (call completed lost or network busy) --Quality requirements (speed, service quality) System boundary Use case diagram—summarizes, provides system overview Text description—gives important details
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Text description: Use case name Participating actors Flow of events
Entry condition(s) Exit condition(s) Quality requirements
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Use case—detailed example (Pressman)
Example: “SAFEHOME” system (Pressman) Use case: InitiateMonitoring (Pressman text categories: Primary actor (1) Goal in context (2) Preconditions (3) Trigger (4) Scenario (5) Exceptions (6) Priority (system development) (7) When available (8) Frequency of use (9) Channel to actor (10) Secondary actors (11) Channels to secondary actors (12) Open issues (13) ) Arms/disarms system Homeowner Accesses system via internet Sensors Responds to alarm event Encounters an error condition System administrator Reconfigures sensors and related system features Pressman, p. 163, Figure 7.3
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Use case—detailed example (Pressman)
Example: “SAFEHOME” system (Pressman) Use case name: InitiateMonitoring Participating actors: homeowner, technicians, sensors Flow of events (homeowner): --Homeowner wants to set the system when the homeowner leaves house or remains in house --Homeowner observes control panel --Homeowner enters password --Homeowner selects “stay” or “away” --Homeowner observes that read alarm light has come on, indicating the system is armed
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Use detailed example (Pressman)--continued
Entry condition(s) Homeowner decides to set control panel Exit condition(s) Control panel is not ready; homeowner must check all sensors and reset them if necessary Control panel indicates incorrect password (one beep)—homeowner enters correct password Password not recognized—must contact monitoring and response subsystem to reprogram password Stay selected: control panel beeps twice and lights stay light; perimeter sensors are activated Away selected: control panel beeps three times and lights away light; all sensors are activated
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Use case—detailed example (Pressman)
Quality requirements: Control panel may display additional text messages time the homeowner has to enter the password from the time the first key is pressed Ability to activate the system without the use of a password or with an abbreviated password Ability to deactivate the system before it actually activates
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Use case additions—simplifications of use case descriptions
A. Include: one use case includes another in its flow of events (cases A and B both include case C) Extend: extend one use case to include additional behavior (cases D and E are extensions of case F) <<include>> A C B <<include>> <<extend>> D F E <<extend>>
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Use case additions C. Inheritance: one use case specializes the more general behavior of another G and H specialize behavior of J) G J Authenticate with password authenticate H Authenticate with card
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Examples: what would be a use case for:
Use case continued Examples: what would be a use case for: vending machine traffic light Use case name Participating actors Flow of events Entry condition Exit condition Quality requirements
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Use cases can form a basis for system acceptance tests
System Tests Note: Use cases can form a basis for system acceptance tests For each use case: Develop one or more system tests to confirm that the use case requirements will be satisfied Add explicit test values as soon as possible during design phase These tests are now specifically tied to the use case and will be used as the top level acceptance tests Do not forget use cases / tests for performance and usability requirements (these may be qualitative as well as quantitative)
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Analysis model (UML version):
--functional model (use cases and scenarios) --analysis object model (static: class and object diagrams) --dynamic model (state and sequence diagrams) As system is analyzed, specifications are refined and made more explicit; if necessary, requirements are also updated
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Example: an activity diagram for analyzing a system you are building:
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“Review”: use case: Graphical description:
Text description: Use case name Participating actors Flow of events Entry condition(s) Exit condition(s) Quality requirements Arms/disarms system Homeowner Accesses system via internet Sensors Responds to alarm event Encounters an error condition System administrator Reconfigures sensors and related system features Pressman, p. 163, Figure 7.3
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“Review”: Use case writing guide:
--each use case should be traceable to requirements --name should be a verb phrase to indicate user goal --actor names should be noun phrases --system boundary needs to be clearly defined --use active voice in describing flow of events, to make clear who does what --make sure the flow of events describes a complete user transaction ---if there is a dependence among steps, this needs to be made clear --describe exceptions separately --DO NOT describe the user interface to the system, only functions --DO NOT make the use case too long—use extends, includes instead --as you develop use cases, develop associated tests
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Class and object diagrams:
Identify Objects from Use Case Specifications: USE ENDUSER’s TERMS AS MUCH AS POSSIBLE Entity objects: “things”, for example: --nouns (customer, hospital, infection) --real-world entities (resource, dispatcher) --real-world activities to be tracked (evacuation_plan) --data sources or sinks (printer) Boundary objects: system interfaces, for example: --controls (report(emergencybutton) --forms (savings_deposit_form) --messages (notify_of_error) Control objects: usually one per use case --coordinate boundary and entity objects in the use case Use the identified objects in a sequence diagram to carry out the use case
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tangible things, e.g., Mailbox, Document
Common classes Other common types of classes which the developer can look for include: tangible things, e.g., Mailbox, Document system interfaces and devices, e.g., DisplayWindow, Input Reader agents, e.g., Paginator, which computes document page breaks, or InputReader events and transactions, e.g., MouseEvent,CustomerArrival users and roles, e.g., Administrator, User systems, e.g., mailsystem (overall), InitializationSystem (initializes) containers, e.g., Mailbox, Invoice, Event foundation classes, e.g., String, Date, Vector, etc.
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a sequence diagram also models dynamic behavior
typically a sequence diagram shows how objects act together to implement a single use case messages passed between the objects are also shown sequence diagrams help to show the overall flow of control in the part of the program being modeled they can also be used to show: concurrent processes asynchronous behavior
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Sequence Diagram--Syntax
Objects in the sequence diagram are shown as boxes at the top below each object is a dashed vertical line--the object’s “lifeline” an arrow between two lifelines represents each message arrows are labeled with message names and can also include information on arguments and control information two types of control: condition, e.g., [is greaterthan zero] iteration, e.g., *[for all array items] “return” arrows can also be included
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Sequence Diagram Example
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Useful object relationships
ER diagrams Useful object relationships These diagrams represent the relationships between the classes in the system. These represent a static view of the system. There are three basic types of relationship: inheritance ("is-a") aggregation ("has-a”) association ("uses") These are commonly diagrammed as follows:
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is-a: draw an arrow from the derived to the base class:
ER diagram: is-a is-a: draw an arrow from the derived to the base class: manager employee
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ER diagram--has-a has-a: draw a line with a diamond on the end at the "container" class. Cardinalities may also be shown (1:1, 1:n, 1:0…m; 1:*, i.e., any number > 0, 1:1…*, i.e., any number > 1): car tire tire & car can exist independently—shared aggregation person arm is part of the person– composition aggregation arm
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ER diagram--uses uses or association: there are many ways to represent this relationship, e.g., employs 1 company car gasstation * * * n employee 1 works for
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CRC cards: class--responsibilities--collaborators cards
"responsibilities" = operators, methods "collaborators" = related classes (for a particular operator or method) Make one actual card for each discovered class, with responsibilities and collaborators on the front, data fields on the back. CRC cards are not really part of UML, but are often used in conjunction with it.
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CRC card--example Example (based on Horstmann, Practical Object-Oriented Development in C++ and Java): front back Class Mailbox Operations Relationships (Responsibilities) (Collaborators) get current message Message, Messagequeue play greeting Class Mailbox Queue of new messages Queue of kept messages Greeting Extension number Passcode
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another way of adding detail to the design--models dynamic behavior
State Diagram State Diagram: another way of adding detail to the design--models dynamic behavior describes all the possible states a particular object can be in and how that object's state changes as a result of events that affect that object usually drawn for a single class to show behavior of a single object used to clarify dynamic behavior within the system, as needed
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State Diagram--Properties
A state diagram contains a "start" point, states, and transitions from one state to another. Each state is labeled by its name and by the activities which occur when in that state. Transitions can have three optional labels: Event [Guard] / Action. A transition is triggered by an Event. If there is no Event, then the transition is triggered as soon as the state activities are completed. A Guard can be true or false. If the Guard is false, the transition is not taken. An Action is completed during the transition.
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State Diagram--Example
Example: this state diagram example for an "order" in an order-processing system is from Fowler and Scott, UML Distilled (Addison-Wesley, 1997): start /get first item [not all items checked] /get next item [all items checked && all items available] Dispatching Checking initiate delivery check item [all items checked && some items not in stock] delivered item received [all items in stock] Delivered Waiting item received [some items not in stock]
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Example—bank simulation (Horstmann)
Horstmann, Mastering Object-Oriented Design in C++, Wiley, 1995 Teller 1 Teller 2 Customer 3 Customer 2 Customer 1 Teller 3 Teller 4
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Example—bank simulation (Horstmann), cont.
An initial solution (Horstmann, p. 388): Event Departure Arrival Customer Bank EventQueue Application Bank Statistics
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Example—bank simulation (Horstmann), cont.
An improved solution (Horstmann, p. 391): Event Departure Arrival Customer Bank EventQueue Simulation Bank Statistics
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What simplifications have been made? Why? Comparison Bank Statistics
Event Departure Arrival Customer Bank EventQueue Application Bank Statistics What simplifications have been made? Why? Event Departure Arrival Customer Bank EventQueue Simulation Bank Statistics
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Example: How would we use the tools described so far to design a “smart” vending machine? How would we develop test cases at each stage? Use cases? Class diagram? Sequence diagram? Classes / CRC cards?
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Software modeling for embedded systems: static and dynamic behavior
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Important concepts in embedded systems:
--concurrency: the system can handle multiple active independent or cooperating objects at the same time --thread [of control]—models sequential execution of a set of instructions; embedded system may have several concurrent threads operating simultaneously --persistence—how long does a software object last? Examples: Temporary variable Global variable Software module
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table_05_00 Recall: “UML” syntax can vary among implementations;
Previously we looked at one implementation, here we consider examples from the text table_05_00 table_05_00
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UML: Use case diagram (graphical)
fig_05_00 fig_05_00
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UML Use case diagram--example
fig_05_01 fig_05_01
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UML: Use case diagram (text); note exceptions
fig_05_02 fig_05_02
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UML—static modeling
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fig_05_03 UML: Class diagram (“CRC card”) Class name data Methods
(responsibilities and collaborators) fig_05_03 (+ collaborators) fig_05_03
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UML: class relationships: inheritance
fig_05_04 fig_05_04
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fig_05_05 UML: “interface”—similar to inheritance but different
public appearance Hidden operation fig_05_05 fig_05_05
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fig_05_06 UML: containment of one class within another
Type 1: aggregation—statistical analysis has a number of algorithm “parts” fig_05_06 fig_05_06
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fig_05_07 UML: containment of one class within another
Type 2: composition—here the intervals are meaningless outside the schedule (~ “local variables”) fig_05_07 fig_05_07
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UML—dynamic modeling
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UML: interaction diagram—call and return
fig_05_08 fig_05_08
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UML: interaction diagram—create and destroy
fig_05_09 fig_05_09
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fig_05_10 UML: interaction diagram—send (no response expected)
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fig_05_11 UML: sequence diagram:
sequence of actions; carries out a use case fig_05_11 fig_05_11
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UML sequence diagram--example
fig_05_12 fig_05_12
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UML: concurrent behavior. Example: fork and join
fig_05_13 fig_05_13
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fig_05_14 UML: concurrent behavior. Example: branch and merge
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UML activity diagram—captures all actions and control flows within a task
fig_05_15 fig_05_15
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fig_05_16 UML state machine models--4 types of events:
UML state chart is a directed graph fig_05_16 fig_05_16
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fig_05_18 UML state chart: types of transitions initial state
final state fig_05_18 fig_05_18
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fig_05_19 UML state chart: actions and guard conditions
If guard condition is false, transition does not happen fig_05_19 fig_05_19
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UML: can decompose state into sequential substates
fig_05_20 fig_05_20
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UML: can define a “history” state (e. g
UML: can define a “history” state (e.g., for an interrupt)—system will probably eventually return to this state fig_05_21 fig_05_21
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UML: can have concurrent substates
fig_05_22 fig_05_22
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UML is a tool for a structured design methodology
It helps manage the design and development process We can also look at modifying / refining the PROCESS itself CMM : capability maturity model--defines level of the development process itself 1. Initial: ad hoc 2. Repeatable: basic project management processes in place 3. Defined: documented process integrated into an organization-wide software process 4. Managed: detailed measures are collected 5. Optimizing--desired level: Continuous process improvement from quantitative feedback
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UML is a tool for a structured design methodology
It helps manage the design and development process We can also look at modifying / refining the PROCESS itself CMM : capability maturity model--defines level of the development process itself 1. Initial: ad hoc 2. Repeatable: basic project management processes in place 3. Defined: documented process integrated into an organization-wide software process 4. Managed: detailed measures are collected 5. Optimizing--desired level: Continuous process improvement from quantitative feedback
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fig_05_23 Alternative methodology: control flow and data flow diagrams
(Note: in a processor we usually have a data path and a control path) fig_05_23 fig_05_23
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Control and data flow diagrams: tasks (with hierarchy levels)
fig_05_24 fig_05_24
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fig_05_25 Control and data flow diagrams: Data sources and sinks
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Control and data flow diagrams:
Data stores fig_05_26 fig_05_26
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Control and data flow diagrams:
Example fig_05_27 fig_05_27
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fig_05_28 Control and data flow diagrams:
Hierarchical view of an input / output task fig_05_28 fig_05_28
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