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@ -2571,7 +2571,9 @@ used.
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# The Backend
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# Implementation
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## The backend
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The backend is the part which is hidden to the user and which has only
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The backend is the part which is hidden to the user and which has only
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one purpose: evaluate user’s solutions of their assignments.
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one purpose: evaluate user’s solutions of their assignments.
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@ -2583,8 +2585,6 @@ one purpose: evaluate user’s solutions of their assignments.
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@todo: describe how the backend receives the inputs and how it
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@todo: describe how the backend receives the inputs and how it
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communicates the results
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communicates the results
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## Components
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Whole backend is not just one service/component, it is quite complex system on its own.
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Whole backend is not just one service/component, it is quite complex system on its own.
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@todo: describe the inner parts of the Backend (and refer to the Wiki
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@todo: describe the inner parts of the Backend (and refer to the Wiki
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@ -2594,6 +2594,11 @@ for the technical description of the components)
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@todo: gets stuff done, single point of failure and center point of ReCodEx universe
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@todo: gets stuff done, single point of failure and center point of ReCodEx universe
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@todo: what to mention:
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- job scheduling, worker queues
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- API notification using curl, authentication using HTTP Basic Auth
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- asynchronous resending progress messages
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### Fileserver
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### Fileserver
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@todo: stores particular data from frontend and backend, hashing, HTTP API
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@todo: stores particular data from frontend and backend, hashing, HTTP API
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@ -2601,219 +2606,16 @@ for the technical description of the components)
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### Worker
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### Worker
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@todo: describe a bit of internal structure in general
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@todo: describe a bit of internal structure in general
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- two threads
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- number of ZeroMQ sockets, using it also for internal communication
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- how sandboxes are fitted into worker, unix syscalls, #ifndef
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- libcurl for fetchning, why not to use some object binding
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- working with local filesystem, directory structure
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- hardware groups in detail
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@todo: describe how jobs are generally executed
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@todo: describe how jobs are generally executed
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### Monitor
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#### Runtime environments
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@todo: not necessary component which can be omitted, proxy-like service
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## Backend internal communication
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@todo: internal backend communication, what communicates with what and why
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The Frontend
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============
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The frontend is the part which is visible to the user of ReCodEx and
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which holds the state of the system – the user accounts, their roles in
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the system, the database of exercises, the assignments of these
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exercises to groups of users (i.e., students), and the solutions and
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evaluations of them.
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Frontend is split into three parts:
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- the server-side REST API (“API”) which holds the business logic and
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keeps the state of the system consistent
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- the relational database (“DB”) which persists the state of the
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system
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- the client side application (“client”) which simplifies access to
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the API for the common users
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The centerpiece of this architecture is the API. This component receives
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requests from the users and from the Backend, validates them and
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modifies the state of the system and persists this modified state in the
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DB.
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We have created a web application which can communicate with the API
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server and present the information received from the server to the user
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in a convenient way. The client can be though any application, which can
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send HTTP requests and receive the HTTP responses. Users can use general
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applications like [cURL](https://github.com/curl/curl/),
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[Postman](https://www.getpostman.com/), or create their own specific
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client for ReCodEx API.
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Frontend capabilities
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---------------------
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@todo: describe what the frontend is capable of and how it really works,
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what are the limitations and how it can be extended
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Terminology
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-----------
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This project was created for the needs of a university and this fact is
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reflected into the terminology used throughout the Frontend. A list of
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important terms’ definitions follows to make the meaning unambiguous.
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### User and user roles
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*User* is a person who uses the application. User is granted access to
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the application once he or she creates an account directly through the
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API or the web application. There are several types of user accounts
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depending on the set of permissions – a so called “role” – they have
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been granted. Each user receives only the most basic set of permissions
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after he or she creates an account and this role can be changed only by
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the administrators of the service:
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- *Student* is the most basic role. Student can become member of a
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group and submit his solutions to his assignments.
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- *Supervisor* can be entitled to manage a group of students.
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Supervisor can assign exercises to the students who are members of
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his groups and review their solutions submitted to
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these assignments.
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- *Super-admin* is a user with unlimited rights. This user can perform
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any action in the system.
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There are two implicit changes of roles:
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- Once a *student* is added to a group as its supervisor, his role is
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upgraded to a *supervisor* role.
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- Once a *supervisor* is removed from the lasts group where he is a
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supervisor then his role is downgraded to a *student* role.
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These mechanisms do not prevent a single user being a supervisor of one
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group and student of a different group as supervisors’ permissions are
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superset of students’ permissions.
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### Login
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*Login* is a set of user’s credentials he must submit to verify he can
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be allowed to access the system as a specific user. We distinguish two
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types of logins: local and external.
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- *Local login* is user’s email address and a password he chooses
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during registration.
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- *External login* is a mapping of a user profile to an account of
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some authentication service (e.g., [CAS](https://ldap1.cuni.cz/)).
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### Instance
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*An instance* of ReCodEx is in fact just a set of groups and user
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accounts. An instance should correspond to a real entity as a
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university, a high-school, an IT company or an HR agency. This approach
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enables the system to be shared by multiple independent organizations
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without interfering with each other.
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Usage of the system by the users of an instance can be limited by
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possessing a valid licence. It is up to the administrators of the system
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to determine the conditions under which they will assign licences to the
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instances.
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### Group
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*Group* corresponds to a school class or some other unit which gathers
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users who will be assigned the same set exercises. Each group can have
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multiple supervisors who can manage the students and the list of
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assignments.
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Groups can form a tree hierarchy of arbitrary depth. This is inspired by the
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hierarchy of school classes belonging to the same subject over several school
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years. For example, there can be a top level group for a programming class that
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contains subgroups for every school year. These groups can then by divided into
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actual student groups with respect to lab attendance. Supervisors can create
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subgroups of their groups and further manage these subgroups.
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### Exercise
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*An exercise* consists of textual assignment of a task and a definition
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of how a solution to this exercise should be processed and evaluated in
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a specific runtime environment (i.e., how to compile a submitted source
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code and how to test the correctness of the program). It is a template
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which can be instantiated as an *assignment* by a supervisor of a group.
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### Assignment
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An assignment is an instance of an *exercise* assigned to a specific
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*group*. An assignment can modify the text of the task assignment and it
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has some additional information which is specific to the group (e.g., a
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deadline, the number of points gained for a correct solution, additional
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hints for the students in the assignment). The text of the assignment
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can be edited and supervisors can translate the assignment into another
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language.
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### Solution
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*A solution* is a set of files which a user submits to a given
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*assignment*.
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### Submission
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*A submission* corresponds to a *solution* being evaluated by the
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Backend. A single *solution* can be submitted repeatedly (e.g., when the
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Backend encounters an error or when the supervisor changes the assignment).
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### Evaluation
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*An evaluation* is the processed report received from the Backend after
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a *submission* is processed. Evaluation contains points given to the
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user based on the quality of his solution measured by the Backend and
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the settings of the assignment. Supervisors can review the evaluation
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and add bonus points (both positive and negative) if the student
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deserves some.
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### Runtime environment
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*A runtime environment* defines the used programming language or tools
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which are needed to process and evaluate a solution. Examples of a
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runtime environment can be:
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- *Linux + GCC*
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- *Linux + Mono*
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- *Windows + .NET 4*
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- *Bison + Yacc*
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### Limits
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A correct *solution* of an *assignment* has to pass all specified tests (mostly
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checks that it yields the correct output for various inputs) and typically must
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also be effective in some sense. The Backend measures the time and memory
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consumption of the solution while running. This consumption of resources can be
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*limited* and the solution will receive fewer points if it exceeds the given
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limits in some test cases defined by the *exercise*.
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User management
|
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|
|
|
|
|
---------------
|
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|
|
|
|
|
|
@todo: roles and their rights, adding/removing different users, how the
|
|
|
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|
|
|
|
role of a specific user changes
|
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|
|
|
|
|
Instances and hierarchy of groups
|
|
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|
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|
|
---------------------------------
|
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|
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|
|
@todo: What is an instance, how to create one, what are the licences and
|
|
|
|
|
|
|
|
how do they work. Why can the groups form hierarchies and what are the
|
|
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|
|
|
benefits – what it means to be an admin of a group, hierarchy of roles
|
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in the group hierarchy.
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Exercises database
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------------------
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@todo: How the exercises are stored, accessed, who can edit what
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### Creating a new exercise
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@todo Localized assignments, default settings
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### Runtime environments and hardware groups
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@todo read this later and see if it still makes sense
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ReCodEx is designed to utilize a rather diverse set of workers -- there can be
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ReCodEx is designed to utilize a rather diverse set of workers -- there can be
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differences in many aspects, such as the actual hardware running the worker
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differences in many aspects, such as the actual hardware running the worker
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@ -2837,69 +2639,28 @@ However, limits can differ between runtime environments -- formally speaking,
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limits are a function of three arguments: an assignment, a hardware group and a
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limits are a function of three arguments: an assignment, a hardware group and a
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runtime environment.
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runtime environment.
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### Reference solutions
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### Monitor
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@todo: how to add one, how to evaluate it
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The task of determining appropriate resource limits for exercises is difficult
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to do correctly. To aid exercise authors and group supervisors, ReCodEx supports
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assigning reference solutions to exercises. Those are example programs that
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should cover the main approaches to the implementation. For example, searching
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for an integer in an ordered array can be done with a linear search, or better,
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using a binary search.
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Reference solutions can be evaluated on demand, using a selected hardware group.
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The evaluation results are stored and can be used later to determine limits. In
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our example problem, we could configure the limits so that the linear
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search-based program doesn't finish in time on larger inputs, but a binary
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search does.
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Note that separate reference solutions should be supplied for all supported
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runtime environments.
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### Exercise assignments
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@todo: Creating instances of an exercise for a specific group of users,
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capabilities of settings. Editing limits according to the reference
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solution.
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Evaluation process
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------------------
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@todo: How the evaluation process works on the Frontend side.
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### Uploading files and file storage
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@todo: One by one upload endpoint. Explain different types of the
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Uploaded files.
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### Automatic detection of the runtime environment
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@todo: Users must submit correctly named files – assuming the RTE from
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the extensions.
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REST API implementation
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-----------------------
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@todo: What is the REST API, what are the basic principles – GET, POST,
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Headers, JSON.
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### Authentication and authorization scopes
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@todo: not necessary component which can be omitted, proxy-like service
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@todo: How authentication works – signed JWT, headers, expiration,
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### Cleaner
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refreshing. Token scopes usage.
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### HTTP requests handling
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@todo: if it is something what to say here
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@todo: Router and routes with specific HTTP methods, preflight, required
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## The frontend
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headers
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### HTTP responses format
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### REST API
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@todo: Describe the JSON structure convention of success and error
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@todo: what to mention
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responses
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- basic - GET, POST, JSON, Header, ...
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- endpoint structure, Swager UI
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- handling requests, preflight, checking roles with annotation
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- Uploading files and file storage - one by one upload endpoint. Explain
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different types of the Uploaded files.
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- Automatic detection of the runtime environment - users must submit
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correctly named files, assuming the RTE from the extensions
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### Used technologies
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#### Used technologies
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@todo: PHP7 – how it is used for typehints, Nette framework – how it is
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@todo: PHP7 – how it is used for typehints, Nette framework – how it is
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used for routing, Presenters actions endpoints, exceptions and
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used for routing, Presenters actions endpoints, exceptions and
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@ -2909,7 +2670,7 @@ problem with the extension and how we reported it and how to treat it in
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the future when the bug is solved. Relational database – we use MariaDB,
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the future when the bug is solved. Relational database – we use MariaDB,
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Doctine enables us to switch the engine to a different engine if needed
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Doctine enables us to switch the engine to a different engine if needed
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### Data model
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#### Data model
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@todo: Describe the code-first approach using the Doctrine entities, how
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@todo: Describe the code-first approach using the Doctrine entities, how
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the entities map onto the database schema (refer to the attached schemas
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the entities map onto the database schema (refer to the attached schemas
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@ -2928,65 +2689,22 @@ grouping of entities and how they are related:
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@todo: Tell the user about the generated API reference and how the
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@todo: Tell the user about the generated API reference and how the
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Swagger UI can be used to access the API directly.
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Swagger UI can be used to access the API directly.
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Web Application
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### Web application
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---------------
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@todo: What is the purpose of the web application and how it interacts
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with the REST API.
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### Used technologies
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@todo: what to mention:
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- used libraries, JSX, ...
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- usage in user doc
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- server side rendering
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- maybe more ...
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@todo: Briefly introduce the used technologies like React, Redux and the
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## Communication protocol
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build process. For further details refer to the GitHub wiki
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### How to use the application
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@todo: Describe the user documentation and the FAQ page.
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Backend-Frontend communication protocol
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=======================================
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@todo: describe the exact methods and respective commands for the
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@todo: describe the exact methods and respective commands for the
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communication
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communication
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Initiation of a job evaluation
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------------------------------
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@todo: How does the Frontend initiate the evaluation and how the Backend
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@todo: How does the Frontend initiate the evaluation and how the Backend
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can accept it or decline it
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can accept it or decline it
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Job processing progress monitoring
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----------------------------------
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When evaluating a job the worker sends progress messages on predefined points of
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evaluation chain. The sending place can be on very beginning of the job, when
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submit archive is downloaded or at the end of each simple task with its state
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(completed, failed, skipped). These messages are sent to broker through existing
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ZeroMQ connection. Detailed format of messages can be found on [communication
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page](https://github.com/ReCodEx/wiki/wiki/Overall-architecture#commands-from-worker-to-broker).
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Broker only resends received progress messages to the monitor component via
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ZeroMQ socket. The output message format is the same as the input format.
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Monitor parses received messages to JSON format, which is easy to work with in
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JavaScript inside web application. All messages are cached (one queue per job)
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and can be obtained multiple times through WebSocket communication channel. The
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cache is cleared 5 minutes after receiving last message.
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Publishing of the results
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-------------------------
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After job finish the worker packs results directory into single archive and
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uploads it to the fileserver through HTTP protocol. The target URL is obtained
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from API in headers on job initiation. Then "job done" notification request is
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performed to API via broker. Special submissions (reference or asynchronous
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submissions) are loaded immediately, other types are loaded on-demand on first
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results request.
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Loading results means fetching archive from fileserver, parsing the main YAML
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file generated by worker and saving data to the database. Also, points are
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assigned by score calculator.
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<!---
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<!---
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// vim: set formatoptions=tqn flp+=\\\|^\\*\\s* textwidth=80 colorcolumn=+1:
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// vim: set formatoptions=tqn flp+=\\\|^\\*\\s* textwidth=80 colorcolumn=+1:
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