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Spletna aplikacija za izvajanje programa v Pythonu in vizualizacijo rezultatov
ID LOKAR, KLEMEN (Author), ID Trebar, Mira (Mentor) More about this mentor... This link opens in a new window

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Abstract
Diplomska naloga zajema načrtovanje in razvoj spletne aplikacije za izvajanje programov v Pythonu. Glavne funkcionalnosti so preprosta uporaba, nalaganje datotek s programi in podatki ter možnost definiranja parametrov izvajanja. Ob zaključku izvajanja je omogočen izvoz rezultatov v obliki datotek ali poročila z izbiro teksta in slik. Za podporo več uporabnikov je izdelan sistem registracije in prijave z urejevalnikom uporabniškega računa. Spletna aplikacija je bila izdelana v programskem jeziku PHP in ogrodju Laravel. V uporabniškem delu je bila poleg predlog Blade uporabljena tudi knjižnica Laravel Livewire, podatki pa so shranjeni v podatkovni bazi MariaDB. Preizkus aplikacije je bil izveden za algoritem strojnega učenja SVM s podatki za detekcijo anomalij. Prikazan je postopek uvoza datotek in izvajanja programa s predstavitvijo pravilnih rezultatov.

Language:Slovenian
Keywords:spletna aplikacija, Laravel, izvajanje programov, Python
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FRI - Faculty of Computer and Information Science
Year:2021
PID:20.500.12556/RUL-127260 This link opens in a new window
COBISS.SI-ID:65267971 This link opens in a new window
Publication date in RUL:31.05.2021
Views:1211
Downloads:199
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Secondary language

Language:English
Title:Web application for the execution of Python program and visualization of results
Abstract:
The diploma thesis includes planning and development of web application for execution of Python programs. Main functionalities are simplicity of usage, program or data file uploading and inputs for defining execution parameters. When execution is completed, there is additional option to export results in form of files or report with selection of text and images. To support multiple users, registration and login system is available which allows modification of user account details. Application is implemented by using PHP programming language, Laravel framework and MariaDB database. Correct frontend user experience is achieved with Blade templates and help of Laravel Livewire library. Final application test performed with machine learning algorithm SVM, has shown itself as successful and displayed correct results.

Keywords:web application, Laravel, executing scripts, Python

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