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MATLAB for Computer Science

Introduction to MATLAB

History

Many engineering and scientific challenges incur the need to organize data in matrices, perform various operations on them, and calculate the solution of a set of equations. The combination of more complex problems and evolving computer power led to the development of a special program for working on matrices called MATLAB (Matrix Laboratory). Work on MATLAB was initiated as far back as in the 1950s but the first real version called Fortran MATLAB was on the market in the early 1970s.¹ The success of the early MATLAB releases enabled the founders to start a company in 1984 especially for handling MATLAB called the MathWorks². Today, numerous university departments and corporations in most parts of the world are using it.

Basics

Everything in MATLAB is centered on the concept of a matrix. Strictly speaking, this is a group of numbers organized in a rectangular m x n collection, where the numbers may represent virtually anything. Basically, MATLAB treats scalars and vectors as special cases of matrices.

Operations

A number of ways to manipulate the data may become necessary, such as:

Transposition
Inverse if possible
Multiplication
Eigenvalue / Eigenvector calculation
LU factorization
Diagonalization

All of these are readily available in MATLAB. Strong built-in routines avoid loops and make for easier development.

Performance

While MATLAB offers strong built-in routines with fast computation, it lacks the optimization feature that platform specific HPC compilers give. This means that MATLAB code is generally slightly slower than optimized Fortran or C++ code, for example. Table 1 and 2 summarize the performance of MATLAB compared to a few contemporary computing environments for a number of arbitrary problems.

a. Double loop , 5000 x 5000 operations:

Environment	Computation time / s
Optimized Fortran	0.26
NumPy	0.96
MATLAB	2.40
Java	12.6

Table 1. Performance for nested loop³

b) Matrix multiplication, 1500 x 1500

Environment	Computation time / s
MATLAB	0.97
NumPy	0.96
Optimized Fortran	2.40
Java	12.6

Table 2. Performance for Matrix multiplication³

The tables illustrate how MATLABs’s strength lies in the built-in procedures rather than procedural programming. In Table 1, MATLAB is well behind Fortran and NumPy for a problem in the size of 20-30 million operations. However, Table 2 shows how MATLAB can outperform Fortran when the built-in matrix multiplication function is utilized.

Plotting

MATLAB also features a number of plotting options, in 2D and 3D. Lines can be in different shapes and colors, and data points emphasized in different ways. Plotting and visualizations are some of MATLAB’s great strengths.

References

Moler, C.: The Origins of MATLAB, http://se.mathworks.com/company/newsletters/articles/the-origins-of-matlab.html
The Mathworks, mathworks.com
Kouatchou, J.: Comparing Python, NumPy, Matlab, Fortran etc.

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28 x Illuminate\Database\Events\QueryExecuted (8.05%)	84.77ms
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1 x creating: subjects.show (0.03%)	323μs
1 x creating: site.blocks.text-with-image (0.03%)	305μs
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1 x creating: components.homework-blocks (0.03%)	285μs
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1 x creating: components.open-graph (0.01%)	157μs
1 x eloquent.booting: App\Models\Twill\TwillFaq (0.01%)	155μs
1 x creating: components.footer (0.01%)	150μs
1 x creating: components.forms.free-tool-download (0.01%)	137μs
1 x creating: site.blocks.subject-tutors (0.01%)	131μs
1 x eloquent.booted: App\Models\HomeworkLibrary\HomeworkLibrary (0.01%)	126μs
1 x composing: components.footer (0.01%)	124μs
1 x composing: components.homework-blocks (0.01%)	118μs
1 x creating: site.blocks.faq (0.01%)	111μs
1 x creating: components.forms.tutor-subscription-join (0.01%)	106μs
1 x composing: components.forms.get-started (0.01%)	103μs
1 x creating: components.forms.claim-free-worksheet (0.01%)	102μs
1 x eloquent.booting: App\Models\SubjectCat (0.01%)	97μs
1 x composing: components.canonical (0.01%)	97μs
1 x creating: components.forms.tutor-subscription-waitlist (0.01%)	97μs
1 x creating: components.forms.tutor-support (0.01%)	89μs
1 x eloquent.retrieved: App\Models\Meta (0.01%)	85μs
1 x composing: components.tutors-cards (0.01%)	84μs
1 x composing: site.headers.header (0.01%)	79μs
1 x composing: site.blocks.subject-tutors (0.01%)	78μs
1 x eloquent.booted: App\Models\Twill\Slugs\TwillFaqSlug (0.01%)	76μs
1 x composing: components.open-graph (0.01%)	70μs
1 x composing: components.forms.free-tool-download (0.01%)	68μs
1 x composing: components.forms.claim-free-worksheet (0.01%)	65μs
1 x composing: components.forms.tutor-support (0.01%)	65μs
1 x composing: components.forms.tutor-subscription-waitlist (0.01%)	64μs
1 x composing: components.forms.tutor-subscription-join (0.01%)	64μs
1 x eloquent.booted: App\Models\Meta (0.01%)	60μs
1 x eloquent.booted: App\Models\SubjectCat (0.01%)	57μs
1 x eloquent.booted: App\Models\Subject (0%)	49μs
1 x eloquent.booted: App\Models\User\TutorAttributes\TutorDegree (0%)	44μs
1 x composing: site.blocks.subject-homework (0%)	36μs
1 x composing: site.blocks.reviews (0%)	23μs
1 x composing: site.blocks.submit-homework (0%)	22μs
1 x composing: site.blocks.text-with-image (0%)	21μs
1 x composing: site.blocks.how-it-works (0%)	21μs
1 x composing: site.blocks.work-with-tutors (0%)	21μs
1 x composing: site.layouts.app (0%)	20μs
1 x composing: site.blocks.faq (0%)	18μs

34 templates were rendered

1x subjects.showshow.blade.phpblade
1x components.breadcrumbsbreadcrumbs.blade.phpblade
1x site.blocks.how-it-workshow-it-works.blade.phpblade
1x site.blocks.subject-tutorssubject-tutors.blade.phpblade
1x components.tutors-cardstutors-cards.blade.phpblade
6x components.tutors-cardtutors-card.blade.phpblade
1x site.blocks.subject-homeworksubject-homework.blade.phpblade
1x components.homework-blockshomework-blocks.blade.phpblade
1x site.blocks.reviewsreviews.blade.phpblade
1x site.blocks.submit-homeworksubmit-homework.blade.phpblade
1x site.blocks.faqfaq.blade.phpblade
4x components.faq-itemfaq-item.blade.phpblade
1x site.blocks.text-with-imagetext-with-image.blade.phpblade
1x site.blocks.work-with-tutorswork-with-tutors.blade.phpblade
1x site.layouts.appapp.blade.phpblade
1x components.canonicalcanonical.blade.phpblade
1x components.open-graphopen-graph.blade.phpblade
1x site.headers.headerheader.blade.phpblade
1x components.footerfooter.blade.phpblade
1x components.forms.contact-uscontact-us.blade.phpblade
1x components.forms.get-startedget-started.blade.phpblade
1x components.forms.free-tool-downloadfree-tool-download.blade.phpblade
1x components.forms.claim-free-worksheetclaim-free-worksheet.blade.phpblade
1x components.forms.tutor-subscription-waitlisttutor-subscription-waitlist.blade.phpblade
1x components.forms.tutor-subscription-jointutor-subscription-join.blade.phpblade
1x components.forms.tutor-supporttutor-support.blade.phpblade

uri: GET subjects/{categoryUri}/{subjectUri?}
middleware: web, utm.parameters
controller: App\Http\Controllers\SubjectController@show
namespace
where
as: subjects.show
file: app/Http/Controllers/SubjectController.php:43-96

28 statements were executed, 4 of which were duplicates, 24 unique. Show only duplicated142ms

Connection Establishedtwenty4_siteSubjectRepository.php#123

Backtrace

13. app/Repositories/SubjectRepository.php:123
14. app/Http/Controllers/SubjectController.php:54
15. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
16. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
17. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260

select * from `subjects` where `urlFriendlyTitle` = 'MATLAB-for-Computer-Science' limit 1

6.32mstwenty4_siteSubjectRepository.php#123

Bindings	0: MATLAB-for-Computer-Science
Backtrace	15. app/Repositories/SubjectRepository.php:123 16. app/Http/Controllers/SubjectController.php:54 17. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54 18. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43 19. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260

select * from `subject_cats` where `subject_cats`.`id` in (3)

1.06mstwenty4_siteSubjectRepository.php#123

Backtrace

20. app/Repositories/SubjectRepository.php:123
21. app/Http/Controllers/SubjectController.php:54
22. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54
23. vendor/laravel/framework/src/Illuminate/Routing/ControllerDispatcher.php:43
24. vendor/laravel/framework/src/Illuminate/Routing/Route.php:260

select * from `meta` where `meta`.`id` = 3 limit 1

1.05mstwenty4_siteMetaService.php#118

Bindings	0: 3
Backtrace	19. app/Services/MetaService.php:118 20. app/Services/MetaService.php:108 21. app/Services/MetaService.php:81 22. app/Http/Controllers/SubjectController.php:89 23. vendor/laravel/framework/src/Illuminate/Routing/Controller.php:54

Connection Establishedtwenty4_siteTutorRepository.php#40

Backtrace

13. app/Repositories/TutorRepository.php:40
14. app/View/Components/TutorsCards.php:28
15. app/View/Components/TutorsCards.php:22
17. vendor/laravel/framework/src/Illuminate/Container/Container.php:929
18. vendor/laravel/framework/src/Illuminate/Container/Container.php:770

select count(*) as aggregate from `users` where (`subjectsQualified` like '%|394|%' or `DSF_subjectsQualified` like '%|394|%' or `allsubjects` = 1) and `disable_profile` = 0 and `picture` != '' and `solutionrequestQualified` = 1 and `is_suspended` = 0 and `is_deactivated` = 0 and `status` != '' and `status` = 'tutor'

21.81mstwenty4_siteTutorsCards.php#35

Bindings	0: %\|394\|% 1: %\|394\|% 2: 1 3: 0 4: 5: 1 6: 0 7: 0 8: 9: tutor
Backtrace	15. app/View/Components/TutorsCards.php:35 16. app/View/Components/TutorsCards.php:22 18. vendor/laravel/framework/src/Illuminate/Container/Container.php:929 19. vendor/laravel/framework/src/Illuminate/Container/Container.php:770 20. vendor/laravel/framework/src/Illuminate/Foundation/Application.php:933

select * from `users` where (`subjectsQualified` like '%|394|%' or `DSF_subjectsQualified` like '%|394|%' or `allsubjects` = 1) and `disable_profile` = 0 and `picture` != '' and `solutionrequestQualified` = 1 and `is_suspended` = 0 and `is_deactivated` = 0 and `status` != '' and `status` = 'tutor' order by `completed_requests` desc limit 6 offset 0

13.05mstwenty4_siteTutorsCards.php#35

Bindings	0: %\|394\|% 1: %\|394\|% 2: 1 3: 0 4: 5: 1 6: 0 7: 0 8: 9: tutor
Backtrace	15. app/View/Components/TutorsCards.php:35 16. app/View/Components/TutorsCards.php:22 18. vendor/laravel/framework/src/Illuminate/Container/Container.php:929 19. vendor/laravel/framework/src/Illuminate/Container/Container.php:770 20. vendor/laravel/framework/src/Illuminate/Foundation/Application.php:933

select * from `tutor_degrees` where `tutor_degrees`.`tutor_id` = 54885 and `tutor_degrees`.`tutor_id` is not null order by `year` desc limit 1

970μstwenty4_siteTutor.php#361

Bindings	0: 54885
Backtrace	18. app/Models/User/Tutor.php:361 19. view::components.tutors-card:11 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69

select * from `tutor_degrees` where `tutor_degrees`.`tutor_id` = 76351 and `tutor_degrees`.`tutor_id` is not null order by `year` desc limit 1

9.03mstwenty4_siteTutor.php#361

Bindings	0: 76351
Backtrace	18. app/Models/User/Tutor.php:361 19. view::components.tutors-card:11 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69

select * from `subject_cats` where `subject_cats`.`id` = 42 limit 1

1mstwenty4_siteSubject.php#100

Bindings	0: 42
Backtrace	18. app/Models/Subject.php:100 19. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397 20. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419 22. app/Models/Subject.php:101 34. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110

select * from `tutor_degrees` where `tutor_degrees`.`tutor_id` = 2494 and `tutor_degrees`.`tutor_id` is not null order by `year` desc limit 1

8.97mstwenty4_siteTutor.php#361

Bindings	0: 2494
Backtrace	18. app/Models/User/Tutor.php:361 19. view::components.tutors-card:11 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69

select * from `tutor_degrees` where `tutor_degrees`.`tutor_id` = 99878 and `tutor_degrees`.`tutor_id` is not null order by `year` desc limit 1

3.19mstwenty4_siteTutor.php#361

Bindings	0: 99878
Backtrace	18. app/Models/User/Tutor.php:361 19. view::components.tutors-card:11 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69

select * from `tutor_degrees` where `tutor_degrees`.`tutor_id` = 105692 and `tutor_degrees`.`tutor_id` is not null order by `year` desc limit 1

1.99mstwenty4_siteTutor.php#361

Bindings	0: 105692
Backtrace	18. app/Models/User/Tutor.php:361 19. view::components.tutors-card:11 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69

select `subjects`.*, `subject_cats`.`title` as `category_title`, `subject_cats`.`id` as `category_id` from `subjects` inner join `subject_cats` on `subject_cats`.`id` = `subjects`.`catID` where `subjects`.`id` in (18, 136, 394, 54, 251, 322, 137, 115, 166, 346, 52, 371, 49, 356, 309, 135, 489, 477, 6, 10, 396, 47, 41, 48, 325, 14, 397, 269)

7.89mstwenty4_siteTutor.php#214

Bindings	0: 18 1: 136 2: 394 3: 54 4: 251 5: 322 6: 137 7: 115 8: 166 9: 346 10: 52 11: 371 12: 49 13: 356 14: 309 15: 135 16: 489 17: 477 18: 6 19: 10 20: 396 21: 47 22: 41 23: 48 24: 325 25: 14 26: 397 27: 269
Backtrace	14. app/Models/User/Tutor.php:214 15. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397 16. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419 18. app/Models/User/Tutor.php:216 24. app/Models/User/Tutor.php:267

select * from `subject_cats` where `subject_cats`.`id` in (1, 3, 10, 34)

2.47mstwenty4_siteTutor.php#214

Backtrace

19. app/Models/User/Tutor.php:214
20. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
21. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
23. app/Models/User/Tutor.php:216
29. app/Models/User/Tutor.php:267

select * from `tutor_degrees` where `tutor_degrees`.`tutor_id` = 92996 and `tutor_degrees`.`tutor_id` is not null order by `year` desc limit 1

11.8mstwenty4_siteTutor.php#361

Bindings	0: 92996
Backtrace	18. app/Models/User/Tutor.php:361 19. view::components.tutors-card:11 21. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 22. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58 23. vendor/livewire/livewire/src/ComponentConcerns/RendersLivewireComponents.php:69

select `subjects`.*, `subject_cats`.`title` as `category_title`, `subject_cats`.`id` as `category_id` from `subjects` inner join `subject_cats` on `subject_cats`.`id` = `subjects`.`catID` where `subjects`.`id` in (16, 56, 142, 15, 130, 128, 136, 394, 440, 72, 259, 143, 395, 34, 134, 2, 1, 127, 257, 9, 396, 68, 47, 73, 8, 48, 299, 397, 103, 200, 361, 512, 49, 129)

7.26mstwenty4_siteTutor.php#214

Bindings	0: 16 1: 56 2: 142 3: 15 4: 130 5: 128 6: 136 7: 394 8: 440 9: 72 10: 259 11: 143 12: 395 13: 34 14: 134 15: 2 16: 1 17: 127 18: 257 19: 9 20: 396 21: 68 22: 47 23: 73 24: 8 25: 48 26: 299 27: 397 28: 103 29: 200 30: 361 31: 512 32: 49 33: 129
Backtrace	14. app/Models/User/Tutor.php:214 15. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397 16. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419 18. app/Models/User/Tutor.php:216 24. app/Models/User/Tutor.php:267

select * from `subject_cats` where `subject_cats`.`id` in (1, 3, 10, 34)

6.95mstwenty4_siteTutor.php#214

Backtrace

19. app/Models/User/Tutor.php:214
20. vendor/laravel/framework/src/Illuminate/Cache/Repository.php:397
21. vendor/laravel/framework/src/Illuminate/Cache/CacheManager.php:419
23. app/Models/User/Tutor.php:216
29. app/Models/User/Tutor.php:267

select count(*) as aggregate from `solutionslibrary` where exists (select * from `subjects` where `solutionslibrary`.`subject` = `subjects`.`id`) and `subject` = 394 and `status` = 'published' and `price` > 0

1.25mstwenty4_siteHomeworkBlocks.php#27

Bindings	0: 394 1: published 2: 0
Backtrace	15. app/View/Components/HomeworkBlocks.php:27 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102 17. view::site.blocks.subject-homework:4 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 20. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `solutionslibrary` where exists (select * from `subjects` where `solutionslibrary`.`subject` = `subjects`.`id`) and `subject` = 394 and `status` = 'published' and `price` > 0 order by `purchase_count` desc limit 6 offset 0

3.46mstwenty4_siteHomeworkBlocks.php#27

Bindings	0: 394 1: published 2: 0
Backtrace	15. app/View/Components/HomeworkBlocks.php:27 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102 17. view::site.blocks.subject-homework:4 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 20. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `subjects` where `subjects`.`id` in (394)

1.25mstwenty4_siteHomeworkBlocks.php#27

Backtrace

20. app/View/Components/HomeworkBlocks.php:27
21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
22. view::site.blocks.subject-homework:4
24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
25. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `subject_cats` where `subject_cats`.`id` in (3)

1.09mstwenty4_siteHomeworkBlocks.php#27

Backtrace

25. app/View/Components/HomeworkBlocks.php:27
26. vendor/laravel/framework/src/Illuminate/View/Component.php:102
27. view::site.blocks.subject-homework:4
29. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
30. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `twill_faqs` where exists (select * from `twill_faq_slugs` where `twill_faqs`.`id` = `twill_faq_slugs`.`twill_faq_id` and `slug` = 'can-you-help-me-with-my-homework-in-less-than-24-hours' and `active` = 1 and `locale` = 'en' and `twill_faq_slugs`.`deleted_at` is null) and `twill_faqs`.`deleted_at` is null limit 1

9.23mstwenty4_siteFaqItem.php#15

Bindings	0: can-you-help-me-with-my-homework-in-less-than-24-hours 1: 1 2: en
Backtrace	15. app/View/Components/FaqItem.php:15 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102 17. view::site.blocks.faq:7 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 20. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `twill_faq_slugs` where `twill_faq_slugs`.`twill_faq_id` in (1) and `twill_faq_slugs`.`deleted_at` is null

1.72mstwenty4_siteFaqItem.php#15

Backtrace

20. app/View/Components/FaqItem.php:15
21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
22. view::site.blocks.faq:7
24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
25. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `twill_faqs` where exists (select * from `twill_faq_slugs` where `twill_faqs`.`id` = `twill_faq_slugs`.`twill_faq_id` and `slug` = 'can-you-help-me-with-my-examquiztest' and `active` = 1 and `locale` = 'en' and `twill_faq_slugs`.`deleted_at` is null) and `twill_faqs`.`deleted_at` is null limit 1

1.21mstwenty4_siteFaqItem.php#15

Bindings	0: can-you-help-me-with-my-examquiztest 1: 1 2: en
Backtrace	15. app/View/Components/FaqItem.php:15 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102 17. view::site.blocks.faq:24 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 20. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `twill_faq_slugs` where `twill_faq_slugs`.`twill_faq_id` in (2) and `twill_faq_slugs`.`deleted_at` is null

1.17mstwenty4_siteFaqItem.php#15

Backtrace

20. app/View/Components/FaqItem.php:15
21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
22. view::site.blocks.faq:24
24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
25. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `twill_faqs` where exists (select * from `twill_faq_slugs` where `twill_faqs`.`id` = `twill_faq_slugs`.`twill_faq_id` and `slug` = 'how-much-will-it-cost' and `active` = 1 and `locale` = 'en' and `twill_faq_slugs`.`deleted_at` is null) and `twill_faqs`.`deleted_at` is null limit 1

4.92mstwenty4_siteFaqItem.php#15

Bindings	0: how-much-will-it-cost 1: 1 2: en
Backtrace	15. app/View/Components/FaqItem.php:15 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102 17. view::site.blocks.faq:41 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 20. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `twill_faq_slugs` where `twill_faq_slugs`.`twill_faq_id` in (3) and `twill_faq_slugs`.`deleted_at` is null

6.37mstwenty4_siteFaqItem.php#15

Backtrace

20. app/View/Components/FaqItem.php:15
21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
22. view::site.blocks.faq:41
24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
25. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `twill_faqs` where exists (select * from `twill_faq_slugs` where `twill_faqs`.`id` = `twill_faq_slugs`.`twill_faq_id` and `slug` = 'what-kind-of-payments-do-you-accept' and `active` = 1 and `locale` = 'en' and `twill_faq_slugs`.`deleted_at` is null) and `twill_faqs`.`deleted_at` is null limit 1

1.4mstwenty4_siteFaqItem.php#15

Bindings	0: what-kind-of-payments-do-you-accept 1: 1 2: en
Backtrace	15. app/View/Components/FaqItem.php:15 16. vendor/laravel/framework/src/Illuminate/View/Component.php:102 17. view::site.blocks.faq:58 19. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110 20. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

select * from `twill_faq_slugs` where `twill_faq_slugs`.`twill_faq_id` in (4) and `twill_faq_slugs`.`deleted_at` is null

3.66mstwenty4_siteFaqItem.php#15

Backtrace

20. app/View/Components/FaqItem.php:15
21. vendor/laravel/framework/src/Illuminate/View/Component.php:102
22. view::site.blocks.faq:58
24. vendor/laravel/framework/src/Illuminate/Filesystem/Filesystem.php:110
25. vendor/laravel/framework/src/Illuminate/View/Engines/PhpEngine.php:58

App\Models\Subject: 64Subject.php
App\Models\SubjectCat: 11SubjectCat.php
App\Models\User\Tutor: 6Tutor.php
App\Models\HomeworkLibrary\HomeworkLibrary: 6HomeworkLibrary.php
App\Models\Twill\Slugs\TwillFaqSlug: 6TwillFaqSlug.php
App\Models\Twill\TwillFaq: 4TwillFaq.php
App\Models\Meta: 1Meta.php

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utm_source: direct
_previous: array:1 [ "url" => "https://staging.dev.24houranswers.com/subjects/Computer-Science/MATLAB-for-Com...
_flash: array:2 [ "old" => [] "new" => [] ]
PHPDEBUGBAR_STACK_DATA: []

path_info

/subjects/Computer-Science/MATLAB-for-Computer-Science

status_code

status_text

format

html

content_type

text/html; charset=UTF-8

request_query

[]

request_request

[]

request_headers

  0 of 0   
array:21 [▼
  "priority" => array:1 [▶
    0 => "u=0, i"
  ]
  "accept-encoding" => array:1 [▶
    0 => "gzip, deflate, br, zstd"
  ]
  "sec-fetch-dest" => array:1 [▶
    0 => "document"
  ]
  "sec-fetch-user" => array:1 [▶
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