Is modular approach in Drupal good for performance? - performance

Suppose I have to create functionalities A, B and C through custom coding in Drupal using hooks.
Either I can club three of them in custom1.module or I can create three separate modules for them, say custom1.module, custom2.module and custom3.module.
Benefits of creating three modules:
Clean code
Easily searchable
Mutually independent
Easy to commit in multi-developer projects
Cons:
Every module entry gets stored in the database and requires a query.
To what extent does it mar the performance of the site?
Is it better to create a single large custom module file for the sake of reducing database queries or break it into different smaller ones?
This issue might be negligible for small scale websites, let the case be for large scale performance oriented sites.

I would code it based on how often do I need function A , B and C
Actual example:
I made a module which had two needs
1) Send periodic emails based on user preference. Lets call this function A
2) Custom content made in a module . Lets call this function B
3) Social integration . Lets call this function C
So what I did is as Function A is only called once a week I made a separate module for it.
As for Function B and C I put it all together as they would always be called together.
If you have problems with performance then check out this link . Its a good resource for performance improvement.
http://www.vmirgorod.name/10/11/5/tuning-drupal-performance
It lists a nice module called boost. I have not used it but I have heard good things about it.
cheers,
Vishal

Drupal .module files are all loaded with every page load. There is very little performance related that can be gained or lost simply by separating functions into different .module files. If you are not using an op code cache, then you can get improved performance by creating .inc files and referencing those files in the menu items in hook_menu, such that those files only get loaded when the menu items are accessed. Then infrequently called functions do not take up memory space.
File separation in general is a very small performance issue compared to how the module is designed with respect to caching, memory use, and/or database access and structure. Let the code maintenance and dependency issues drive when you do or do not create separate modules.

i'm actually interested in:
Is it better to create a single large custom module file for the sake of reducing database queries or break it into different smaller ones?
I was poking around and found a few things regarding benchmarking the database. Maybe the suggestion here is to fire up the dev version and test. check out db benchmarking
now i understand that doesn't answer specifically but i'd have to say its unique to each environment. I hate to use that type of answer but i truly believe it is. Depends on modules installed, versions used, hardware and os tunables among many other things.

Related

Large number of Oracle Packages

I am generating code for Oracle Stored Procedure (SP) based on a dependency graph. In order to reduce recompilation unit size I have organised them in Oracle Packages. But this is resulting in large number of packages (250+). The number of procedures are 1000+.
My question: Will this large number of package create any performance issues with Oracle 11gR2+ ? Or will there be any deployment/management related issues ? Can somebody share their experience on working with large number of Oracle packages ?
In one of the products that I've worked on, the schema had many thousands of stored procedures, functions and packages, totalling almost half a million lines of code. Oracle shouldn't have any issues with this at all. The biggest headache was maintenance and version control of the objects.
We stored each package header and body in separate files so that we could version them independently (the header typically changes much less frequently than the body), and we used an editor that supported ctags to make navigation within a package more manageable. When you have a hundred or more procedures and functions within a package, finding the right place to actually make changes takes as much time as actually doing the work! Another great tool was OpenGrok, which indexes the entire code base and makes searching for things super quick.
Deployment wise, we just used a simple script that wrapped SQL*Plus to load the files and log any issues with compilation or connectivity. There are more advanced tools that sit on top of your source control system and "manage" deployment and dependencies, but we never found that it was necessary.
The purpose of writing packages in oracle to implement the concept of modular methodology which explained as follows:
Consolidate logical procedure and functional under one package
There is way to define member variable in global and can be accessed with in package or outside packages
The program units defined in package will be loaded at once in memory for processing and reduces context switching time
More details provided under link:
https://oracle-concepts-learning.blogspot.com/

I have many separate installs for magento can I merge them together?

I've just started a new job and we have several installs of magneto all of different versions!
Now really it seems to me that we need to firstly upgrade them all and then get them all under one installation of magneto and using one database.
What is the best way (in general terms) of doing this.
Is it even possible or is my best bet to make the sites again under one installation and import the products into it.
There is some talk by a fellow developer that having them under different installs helps with performance. Is this true?
Once we have them all under one install things like stock control and orders as well as putting products on multiple site should also be very straightforward - correct?
We are talking quite a few stores say around 15ish and quite a few products around I would say 4000 maybe more.
My first suggestion is to consider the reasons, why you need all Magento instances to be moved under one installation. The reasons are not clear from your question. So the best developer's advice is "Does it work? Then don't touch it" :)
If there are no specific reasons, then you'd better leave it as is. All reorganization processes (upgrading, infrastructure configuration, access setup, etc.) for a software system are hard, costly, consume time, error-prone, usually have no much value from business point of view and are a little boring. This is not a Magento-specific thing, it is just general characteristic for any software.
Also note, that it is a holiday season. So it is better not to do anything with e-commerce stores until the middle of January.
If you see value in a reorganization of your Magento stores, then the best way to do it is to go gradually - step by step, store by store:
Take your most complex store. Prepare everything you need for the further steps - i.e. get ready the tools, write automatic scripts, go through the process with its copy at some testing server. Write set of functional tests
to cover it with at least smoke-tests. You'll have to repeat
such light checks many times to be sure, that the store appears to be
working. The automatic tests will save much time. Thus all these preparations will decrease your downtime.
Close public access to the store.
Upgrade store to the Magento version, you need. Move it to the new infrastructure.
Verify all the user scenarios manually and with automatic tests. Fix the issues, if any.
Open public access to the store. Monitor logs, load reports at the server machines. Fix issues, if any.
Take next store (let's call it NextStore). Make its copy at a sandbox server.
Make copy of your already converted store (let's call it ConvertedStore) at a sandbox server.
Export all the data from copy of NextStore and import it to the copy of ConvertedStore. You can use Magento Dataflow or Import/Export modules to do that. Not all data can be
imported/exported with those modules - just Catalog, Orders, Customers. You will need
to develop custom scripts to import/export other entities, if you need them.
Verify result manually and with automatic tests and manually. Write automatic scripts, that fix found issues. You will need those scripts later during the real converting process.
Close NextStore.
Move it to the new infrastructure, by engaging the already prepared procedures and scripts. You will need to consider, whether to close ConvertedStore during the converting process. It depends on your feeling, whether it is ok to have it opened or not. For safety reasons it is better to close it.
Verify, that everything works fine. Monitor logs, reports.
Fix issues, if any.
Proceed with the rest of your stores.
That is my (totally personal) view on the procedures.
There is some talk by a fellow developer that having them under
different installs helps with performance. Is this true?
Yes, your friend is right. Separating Magento (actually, anything in this world) into smaller instances makes it lighter to be handled. The performance difference is very small (for your instance of 4000 products), but it is inevitable. Consider, that after combining the instances (suppose, there are ten of them with 400 products each) you'll be handling data for 10x more customers, reports, products, stores, etc. Therefore any search will have to go through ten times more products, in order to return data. Of course, it doesn't matter, if the search takes 0.00001 second, because 0.0001s for combined instance is ok as well. But some things, like sorting or matching sets, grow non-linearly. But, as said before, for 4000 products you won't see big difference.
Once we have them all under one install things like stock control and
orders as well as putting products on multiple site should also be
very straightforward - correct?
You're right - after combining the stores together, handling orders, stock, customers will be much more simpler and straightforward process.
Good luck! :)
The most important thing to consider is what problem you're solving by having all these sites on one Magento "instance". What's more important to your business/team: having these sites share product and inventory or having the flexibility of independently modifying these sites? Any downtime or impacts to availability may affect all sites.
Further questions/areas of investigation:
How much does the product hierarchy (categories and attributes) differ?
Is pricing the same across each site or different?
Are any of these sites multi-regional and how is pricing handled for each region?
It's certainly possible to run multiple sites on one Magento instances, even if there are some rough edges within the platform.
Since there's no way to export all entities in Magento, there's no functionality to merge stores. You'd have to write custom code - it would have to take all the records from the old store, assign them new IDs while preserving referential integrity & insert them into the new store (this is what the "product import" does, but they don't have it for categories, orders, customers, etc.).
The amount of code you'd be writing to do that would take almost longer than just starting over in my opinion. You'd basically be writing the missing functionality for Magento. If it were easy they would have it done it already.
However splitting two stores apart is very easy, since you don't have to worry about reassigning unique identifiers in the DB.

Front and back end techniques to increase performance

What are some of the common and notable performance issues/bottlenecks that are typically encountered in a web application in both, the front-end layer, and the back-end layer?
An example of what I mean in a database is not having something you are querying on be an index. That would slow down the query. On the front-end it might be something funky going on with JavaScript that makes your application seem slow.
What are the general rules of thumb that help navigate such issues? And what are some good to-do's?
Thanks,
Alex
On front-end:
-push all of your assets - css files, images, static content - to a CDN. Edgecast is pretty good and reasonably priced.
-don't use load entire javascript frameworks when you only need a few features from it. only load what's needed.
On back-end
-memcache the results from all database calls by using a hash of the sql query as the key name, and the result set as the value
-make sure you are not making your database tables really 'wide' - tons of columns and column types like 'text' and 'blob'
For the front-end, there are well-known guidelines/rules you can follow, and there are some great tools like YSlow that can help you pinpoint the bottlenecks.
For the back-end, as you've noted, efficient use of indexes is a must. Other optimizations usually involve caching, and basic stuff like avoiding doing stuff within loops that can be done once. I'm sure people here will have suggestions, but remember "premature optimization is the root of all evil!" :-)
Millhouse is on to it. I can also add:
Batch expensive operations up. For example: don't make lots of individual calls to a database if you can do it all in one hit.
Avoid server hops where you can.
Process in parallel if you can (not so common for your 'average' web app but quite possible in larger Enterprise scale apps).
Pre-process: crunching data, pre-puiblishing content etc, the more you can do before it's needed the better.
Use a CQRS-based architecture. CQRS stands for Command/Query Responsability Segregation; it basically means that you have different code (services) for reading from the DB and writing to the DB. A good practice for scalability is to have separate DB's for reading and writing (it actually does make sense, if you read more about CQRS), and you can scale out the reading database by having copies run on multiple servers.
CQRS is not only interesting from a scalability point of view, but also from a code maintenance and clarity point of view. It does take some effort to learn about CQRS and understand it, though.
Check out these links:
http://www.slideshare.net/skillsmatter/ddd-exchange-2010-udi-dahan-on-architectural-innovation-cqrs
http://www.slideshare.net/pjvdsande/rethink-your-architecture-with-cqrs
convert dynamic contents to static contents. regenerate those static contents if their dependent objects changed. I saw one article said that more than 80 percent contents are static on Amazon website.

CF Project getting too big, what shall one do?

A simple billing system (on top of ColdBox MVC) is ballooning into a semi-enterprisey inventory + provisioning + issue-tracking + profit tracking app. They seem to be doing their own thing yet they share many things including a common pool of Clients and Staff (login's), and other intermingled data & business logic.
How do you keep such system modular? from a maintenance, testability & re-usability stand point?
single monolithic app? (i.e. new package for the base app)
ColdBox module? not sure how to make it 'installable' and what benefits does it bring yet.
Java Portlet? no idea, just thinking outside the box
SOA architecture? through webservice API calls?
Any idea and/or experience you'd like to share?
I would recommend you break the app into modular pieces using ColdBox Modules. You can also investigate on separate business logic into a RESTful ColdBox layer also and joining the system that way also. Again, it all depends on your requirements and needs at the moment.
Modules are designed to break monolithic applications into more manageable parts that can be standalone or coupled together.
Stop thinking about technology (e.g. Java Portals, ColdBox modules, etc...) and focus on architecture. By this I mean imagining how you can explain your system to an observer. Start by drawing a set of boxes on a whiteboard that represent each piece - inventory, clients, issue tracking, etc... - and then use lines to show interactions between those systems. This focuses you on a separation of concerns, that is grouping together like functionality. To start don't worry about the UI, instead focus on algorithms and data.
If you we're talking about MVC, that step is focusing on the model. With that activity complete comes the hard part, modifying code to conform to that diagram (i.e the model). To really understand what this model should look like I suggest reading Domain Driven Design by Eric Evans. The goal is arriving at a model whose relationships are manageable via dependency injection. Presumably this leaves you with a set of high level CFCs - services if you will - with underlying business entities and persistence management. Their relationships are best managed by some sort of bean container / service locator, of which I believe ColdBox has its own, another example is ColdSpring.
The upshot of this effort is a model that's unit testable. Independent of of the user interface. If all of this is confusing I'd suggest taking a look at Working Effectively with Legacy Code for some ideas on how to make this transition.
Once you have this in place it's now possible to think about a controller (e.g. ColdBox) and linking the model to views through it. However, study whatever controller carefully and choose it because of some capability it brings to the table that your application needs (caching is an example that comes to mind). Your views will likely need to be reimagined as well to interact with this new design, but what you should have is a system where the algorithms are now divorced from the UI, making the views' job easy.
Realistically, the way you tackle this problem is iteratively. Find one system that can easily be teased out in the fashion I describe, get it under unit tests, validate with people as well, and continue to the next system. While a tedious process, I can assure it's much less work than trying to rewrite everything, which invites disaster unless you have a very good set of automated validation ahead of time.
Update
To reiterate, the tech is not going to solve your problem. Continued iteration toward more cohesive objects will.
Now as far as coupled data, with an ORM you've made a tradeoff, and monolithic systems do have their benefits. Another approach would be giving one stateful entity a reference to another's service object via DI, such that you retrieve it through that. This would enable you to mock it for the purpose of unit testing and replace it with a similar service object and corresponding entity to facilitate reuse in other contexts.
In terms of solving business problems (e.g. accounting) reuse is an emergent property where you write multiple systems that do roughly the same thing and then figure out how to generalize. Rarely if ever in my experience do you start out writing something to solve some business problem that becomes a reusable component.
I'd suggest you invest some time in looking at Modules. It will help with partitioning your code into logical features whilst retaining the integration with the Model.
Being ColdBox there is loads of doc's and examples...
http://wiki.coldbox.org/wiki/Modules.cfm
http://experts.adobeconnect.com/p21086674/
You need to get rid of the MVC and replace it with an SOA architecture that way the only thing joining the two halves are the service requests.
So on the server side you have the DAO and FACADE layers. And the client side can be an MVC or what ever architecture you want to use sitting somewhere else. You can even have an individual client for each distinct business.
Even for the server side you can break the project down into multiple servers: what's common between all businesses and then what's distinct between all of them.
The problem we're facing here luckily isn't unique.
The issue here seems not to be the code itself, or how to break it apart, but rather to understand that you're now into ERP design and development.
Knowing how best to develop and grow an ERP which manages the details of this organization in a logical manner is the deeper question I think you're trying to get at. The design and architecture itself of how to code from this flows from an understanding of the core functional areas you need.
Luckily we can study some existing ERP systems you can get a hold of to see how they tackled some of the problems. There's a few good open source ERP's, and what brought this tip to my mind is a full cycle install of SAP Business One I oversaw (a small-mid size ERP that bypasses the challenges of the big SAP).
What you're looking for is seeing how others are solving the same ERP architecture you're facing. At the very least you'll get an idea of the tradeoffs between modularization, where to draw the line between modules and why.
Typically an ERP system handles everything from the quote, to production (if required), to billing, shipping, and the resulting accounting work all the way through out.
ERPS handle two main worlds:
Production of goods
Delivery of service
Some businesses are widget factories, others are service businesses. A full featured out of the box ERP will have one continuous chain/lifecycle of an "order" which gets serviced by a number of steps.
If we read a rough list of the steps an ERP can cover, you'll see the ones that apply to you. Those are probably the modules you have or should be breaking your app into. Imagine the following steps where each is a different document, all connected to the previous one in the chain.
Lead Generation --> Sales Opportunities
Sales Opportunities --> Quote/Estimate
Quote Estimate --> Sales Order
Sales Order --> Production Order (Build it, or schedule someone to do the work)
Production order --> Purchase orders (Order required materials or specialists to arrive when needed)
Production Order --> Production Scheduling (What will be built, when, or Who will get this done, when?)
Production Schedule --> Produce! (Do the work)
Produced Service/Good --> Inventory Adjustments - Convert any raw inventory to finished goods if needed, or get it ready to ship
Finished Good/Service --> Packing Slip
Packing Slip items --> Invoice
Where system integrators come in is using the steps required, and skipping over the ones that aren't used. This leads to one thing for your growing app:
Get a solid data security strategy in place. Make sure you're confortable that everyone can only see what they should. Assuming that is in place, it's a good idea to break apart the app into it's major sections. Modules are our friends. The order to break them up in, however, will likely have a larger effect on what you do than anything.
See which sections are general, (reporting, etc) that could be re-used between multiple apps, and which are more specialized to the application itself. The features that are tied to the application itself will likely be more tightly coupled already and you may have to work around that.
For an ERP, I have always preferred a transactional "core" module, which all the other transaction providers (billing pushing the process along once it is defined).
When I converted a Lotus Notes ERP from the 90's to the SAP ERP, the Lotus Notes app was excellent, it handled everything as it should. THere were some mini-apps built on the side that weren't integrated as modules which was the main reason to get rid of it.
If you re-wrote the app today, with today's requirements, how would you have done it differently? See if there's any major differences from what you have. Let the app fight for your attention to decide what needs overhauling / modularization first. ColdBox is wonderful for modularization, whether you're using plugin type modules or just using well separated code you won't go wrong with it, it's just a function of developer time and money available to get it done.
The first modules I'd build / automate unit testing on are the most complex programatically. Chances are if you're a decent dev, you don't need end to end unit testing as of yesterday. Start with the most complex, move onto the core parts of the app, and then spread into any other areas that may keep you up at night.
Hope that helped! Share what you end up doing if you don't mind, if anything I mentioned needs further explanation hit me up on here or twitter :)
#JasPanesar

Generating UI from DB - the good, the bad and the ugly?

I've read a statement somewhere that generating UI automatically from DB layout (or business objects, or whatever other business layer) is a bad idea. I can also imagine a few good challenges that one would have to face in order to make something like this.
However I have not seen (nor could find) any examples of people attempting it. Thus I'm wondering - is it really that bad? It's definately not easy, but can it be done with any measure success? What are the major obstacles? It would be great to see some examples of successes and failures.
To clarify - with "generating UI automatically" I mean that the all forms with all their controls are generated completely automatically (at runtime or compile time), based perhaps on some hints in metadata on how the data should be represented. This is in contrast to designing forms by hand (as most people do).
Added: Found this somewhat related question
Added 2: OK, it seems that one way this can get pretty fair results is if enough presentation-related metadata is available. For this approach, how much would be "enough", and would it be any less work than designing the form manually? Does it also provide greater flexibility for future changes?
We had a project which would generate the database tables/stored proc as well as the UI from business classes. It was done in .NET and we used a lot of Custom Attributes on the classes and properties to make it behave how we wanted it to. It worked great though and if you manage to follow your design you can create customizations of your software really easily. We also did have a way of putting in "custom" user controls for some very exceptional cases.
All in all it worked out well for us. Unfortunately it is a sold banking product and there is no available source.
it's ok for something tiny where all you need is a utilitarian method to get the data in.
for anything resembling a real application though, it's a terrible idea. what makes for a good UI is the humanisation factor, the bits you tweak to ensure that this machine reacts well to a person's touch.
you just can't get that when your interface is generated mechanically.... well maybe with something approaching AI. :)
edit - to clarify: UI generated from code/db is fine as a starting point, it's just a rubbish end point.
hey this is not difficult to achieve at all and its not a bad idea at all. it all depends on your project needs. a lot of software products (mind you not projects but products) depend upon this model - so they dont have to rewrite their code / ui logic for different client needs. clients can customize their ui the way they want to using a designer form in the admin system
i have used xml for preserving meta data for this sort of stuff. some of the attributes which i saved for every field were:
friendlyname (label caption)
haspredefinedvalues (yes for drop
down list / multi check box list)
multiselect (if yes then check box
list, if no then drop down list)
datatype
maxlength
required
minvalue
maxvalue
regularexpression
enabled (to show or not to show)
sortkey (order on the web form)
regarding positioning - i did not care much and simply generate table tr td tags 1 below the other - however if you want to implement this as well, you can have 1 more attribute called CssClass where you can define ui specific properties (look and feel, positioning, etc) here
UPDATE: also note a lot of ecommerce products follow this kind of dynamic ui when you want to enter product information - as their clients can be selling everything under the sun from furniture to sex toys ;-) so instead of rewriting their code for every different industry they simply let their clients enter meta data for product attributes via an admin form :-)
i would also recommend you to look at Entity-attribute-value model - it has its own pros and cons but i feel it can be used quite well with your requirements.
In my Opinion there some things you should think about:
Does the customer need a function to customize his UI?
Are there a lot of different attributes or elements?
Is the effort of creating such an "rendering engine" worth it?
Okay, i think that its pretty obvious why you should think about these. It really depends on your project if that kind of model makes sense...
If you want to create some a lot of forms that can be customized at runtime then this model could be pretty uselful. Also, if you need to do a lot of smaller tools and you use this as some kind of "engine" then this effort could be worth it because you can save a lot of time.
With that kind of "rendering engine" you could automatically add error reportings, check the values or add other things that are always build up with the same pattern. But if you have too many of this things, elements or attributes then the performance can go down rapidly.
Another things that becomes interesting in bigger projects is, that changes that have to occur in each form just have to be made in the engine, not in each form. This could save A LOT of time if there is a bug in the finished application.
In our company we use a similar model for an interface generator between cash-software (right now i cant remember the right word for it...) and our application, just that it doesnt create an UI, but an output file for one of the applications.
We use XML to define the structure and how the values need to be converted and so on..
I would say that in most cases the data is not suitable for UI generation. That's why you almost always put a a layer of logic in between to interpret the DB information to the user. Another thing is that when you generate the UI from DB you will end up displaying the inner workings of the system, something that you normally don't want to do.
But it depends on where the DB came from. If it was created to exactly reflect what the users goals of the system is. If the users mental model of what the application should help them with is stored in the DB. Then it might just work. But then you have to start at the users end. If not I suggest you don't go that way.
Can you look on your problem from application architecture perspective? I see you as another database terrorist – trying to solve all by writing stored procedures. Why having UI at all? Try do it in DB script. In effect of such approach – on what composite system you will end up? When system serves different businesses – try modularization, selectively discovered components, restrict sharing references. UI shall be replaceable, independent from business layer. When storing so much data in DB – there is hard dependency of UI – system becomes monolith. How you implement MVVM pattern in scenario when UI is generated? Designers like Blend are containing lots of features, which cannot be replaced by most futuristic UI generator – unless – your development platform is Notepad only.
There is a hybrid approach where forms and all are described in a database to ensure consistency server side, which is then compiled to ensure efficiency client side on deploy.
A real-life example is the enterprise software MS Dynamics AX.
It has a 'Data' database and a 'Model' database.
The 'Model' stores forms, classes, jobs and every artefact the application needs to run.
Deploying the new software structure used to be to dump the model database and initiate a CIL compile (CIL for common intermediate language, something used by Microsoft in .net)
This way is suitable for enterprise-wide software and can handle large customizations. But keep in mind that this approach sets a framework that should be well understood by whoever gonna maintain and customize the application later.
I did this (in PHP / MySQL) to automatically generate sections of a CMS that I was building for a client. It worked OK my main problem was that the code that generates the forms became very opaque and difficult to understand therefore difficult to reuse and modify so I did not reuse it.
Note that the tables followed strict conventions such as naming, etc. which made it possible for the UI to expect particular columns and infer information about the naming of the columns and tables. There is a need for meta information to help the UI display the data.
Generally it can work however the thing is if your UI just mirrors the database then maybe there is lots of room to improve. A good UI should do much more than mirror a database, it should be built around human interaction patterns and preferences, not around the database structure.
So basically if you want to be cheap and do a quick-and-dirty interface which mirrors your DB then go for it. The main challenge would be to find good quality code that can do this or write it yourself.
From my perspective, it was always a problem to change edit forms when a very simple change was needed in a table structure.
I always had the feeling we have to spend too much time on rewriting the CRUD forms instead of developing the useful stuff, like processing / reporting / analyzing data, giving alerts for decisions etc...
For this reason, I made long time ago a code generator. So, it become easier to re-generate the forms with a simple restriction: to keep the CSS classes names. Simply like this!
UI was always based on a very "standard" code, controlled by a custom CSS.
Whenever I needed to change database structure, so update an edit form, I had to re-generate the code and redeploy.
One disadvantage I noticed was about the changes (customizations, improvements etc.) done on the previous generated code, which are lost when you re-generate it.
But anyway, the advantage of having a lot of work done by the code-generator was great!
I initially did it for the 2000s Microsoft ASP (Active Server Pages) & Microsoft SQL Server... so, when that technology was replaced by .NET, my code-generator become obsoleted.
I made something similar for PHP but I never finished it...
Anyway, from small experiments I found that generating code ON THE FLY can be way more helpful (and this approach does not exclude the SAVED generated code): no worries about changing database etc.
So, the next step was to create something that I am very proud to show here, and I think it is one nice resolution for the issue raised in this thread.
I would start with applicable use cases: https://data-seed.tech/usecases.php.
I worked to add details on how to use, but if something is still missing please let me know here!
You can change database structure, and with no line of code you can start edit data, and more like this, you have available an API for CRUD operations.
I am still a fan of the "code-generator" approach, and I think it is just a flavor of using XML/XSLT that I used for DATA-SEED. I plan to add code-generator functionalities.

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