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Generating Code from Textual Description of Functionality
Kačur, Ján ; Ondřej, Karel (referee) ; Smrž, Pavel (advisor)
The aim of this thesis was to design and implement system for code generation from textual description of functionality. In total, 2 systems were implemented. One of them served its purpose as a control prototype, the second one was the main product of this thesis. I focused on using smaller non-pre-trained models. Both systems used Transformer type model as their cores. The second system, unlike the first, used syntactic decomposition of both code and textual descriptions. Data used in both systems originated from project CodeSearchNet. Targer programming language to generate was Python. The second system achieved better quantitative results than the first one, with accuracy of 85% versus 60%. The system managed to auto-complete correct code to finish the function definition, with bigger time delay. This thesis is almost exclusively dedicated to the second system.
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Application Backend Generation from a UML Model
Klikar, Václav ; Očenášek, Pavel (referee) ; Burget, Radek (advisor)
The aim of this bachelor's thesis is to design and implement a tool that allows bi-directional synchronization between a UML class diagram and an application backend whenever during application development. Working with the UML model is made possible by using a standardized XMI format. The application backend is created and managed through a web framework Django. To read and write Django program code, the tool uses abstract syntax tree parser.
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Information System Generating
Voborník, Petr ; Jirák, Ota (referee) ; Ruttkay, Ladislav (advisor)
The work sets out requirements for the implementation of information systems generator. It deals with finding common elements of information systems. Further it specifies requirements for registration of a conceptual model. Then it goes on to describe user's general point of view of systems. Implementation technologies are chosen and architecture of generated systems is designed based on mentioned analysis. Generated systems are designed to provide basic operations for working with items of the system. Moreover, different ways of generating code are discussed. Metamodel of conceptual model is designed and its possible types of representation are discussed. At the end problems which generator deals with are described.
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SW development and testing for engine monitoring module
Sumtsov, Artem ; Sova, Václav (referee) ; Krejsa, Jiří (advisor)
Diplomová práce popisuje vývojovou techniku Model Based Design a její použití pro návrh a testování algoritmů. Popis této techniky je proveden na příkladu praktického využití v praxi při vývoji modulu monitorování stavu motoru ve spolupráci se společností UNIS,a.s. Vývoj v oblasti současné letecké techniky klade velký důraz na monitorování životnosti zařízení. Podle výstupů algoritmu se dají naplánovat preventivní opravy s ohledem na aktuální podmínky opotřebení a provozování. Implementace algoritmů je provedena v prostředí Matlab/Simulink s následným testováním na platformě dSpace
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Model Driven Development of Android Applications
Bělehrádek, Stanislav ; Burget, Radek (referee) ; Rychlý, Marek (advisor)
This thesis deals with the design and implementation of Android application development tool based on model driven software development. The first part of the thesis is focused on general software development and next part on software development based on model driven development and executable UML. In next part Android platform, methods of Android application development and existing MDD tools are described. This thesis continues with the design of my own MDD tool for the creation of Android applications. The designed tool is realized like Gradle plugin and independent development environment using thisplugin. The designed tool is based on fUML and ALF language. The features and options of development tool are demonstrated by creation of example application.
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Automatic project code generation in TIA portal
Halata, Roman ; Jirgl, Miroslav (referee) ; Štohl, Radek (advisor)
The diploma thesis deals with an automatic code generation for PLC from Siemens. The first part focuses on currently available tools for code generation and options of C# library Siemens TIA Openness. Furthermore, a design for the project structure in the TIA portal is created. Finally, a user application for automatic code generation in TIA portal v15 is designed and created, especially suitable for larger projects that could be divided into individual stations.
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Code Generation Using Design Patterns
Hanák, František ; Malinka, Kamil (referee) ; Jurnečka, Peter (advisor)
This thesis describes code generation using design patterns. It deals with questions of specification of design patterns and their usage in code generation. The main part of thesis follows describtions of design patterns, their categorization, usage purpose and main ways of design patterns definitions. It describes the most often used formal design patterns specifications, their possible usage in code generation and design of algorithm for searching similar structures of patterns in source code in detail.
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Novel Methods of Control Systems Design with MATLAB/Simulink
Válek, Vít ; Kozovský, Matúš (referee) ; Blaha, Petr (advisor)
The content of this thesis is to introduce the tools of MATLAB/Simulink, which allow to generate the source code in C language. It will be demonstrated how to combine the source code written in C with Simulink model and MATLAB code. The code will be generated for the selected functions and compared with RTCESL library functions. In the last part of this thesis the principle of FOC will be briefly described. For a simplified loop of FOC, the code will be generated and then compared with handwritten code. For comparison, the microcontroller KV46F256 from NXP Semiconductors is used.
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Information System Generator
Falhar, Radek ; Hanáček, Petr (referee) ; Jurnečka, Peter (advisor)
Goal of this work is to design and implement too for passive code generation for specific information system framework. This framework is ZeroFramework that is targeted at client-server development of applications running on .NET platform. For code generation, T4 Scaffolding library is used, which allows to divide code generation logic into separate parts (scaffolders). This work is mainly concerned with design and implementation of those scaffolders and their linking with T4Scaffolding library. Results of this work are templates and logic for generation of files and classes, which implement logic needed for display, adding, modification and deletion of specific database entity.
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