2023 Aug 07 6:10 AM - last edited on 2023 Aug 11 3:50 PM by thomas_jung
(Check out the SAP Developer Challenge - APIs blog post for everything you need to know about the challenge to which this task relates!)
In this task you'll move from the public Northwind service to a simple version powered by CAP, and explore data with an OData operation and some system query options.
The OASIS curated Northwind service is great, but it's also sometimes useful to have one's own version. There's an extremely simplified version of the classic Northwind service, called Northbreeze (get it?) at https://developer-challenge.cfapps.eu10.hana.ondemand.com/odata/v4/northbreeze.
This Northbreeze service is powered by the SAP Cloud Application Programming Model (CAP) and offers four entity sets:
(Well there's technically a fifth, TotalProducts, but that's just a calculation projection on the count of products).
The reason for running our own version of Northwind is that we can modify and extend it as we see fit, plus being based on CAP, we can learn about and experiment with CAP's rich support for serving OData APIs.
In this task you'll start to become familiar with the data offered.
Specifically for this task, you'll need to become familiar with the Products data. To do that, have a look at the Northbreeze service's metadata document at https://developer-challenge.cfapps.eu10.hana.ondemand.com/odata/v4/northbreeze/$metadata.
Identify the EntityContainer element that describes the entity sets available, in the form of EntitySet elements, and find the element describing the entity set with the name Products, which should look like this:
<EntitySet Name="Products" EntityType="Northbreeze.Products"> <NavigationPropertyBinding Path="Category" Target="Categories"/> <NavigationPropertyBinding Path="Supplier" Target="Suppliers"/> </EntitySet>
You can see that this entity set is a collection of Northbreeze.Products entity types. The 'Northbreeze' part is essentially the namespace, generated based on the service name. Follow the trail to the Products entity type, which will be an element outside the EntityContainer element, but still within the Northbreeze-namespaced Schema element.
The Products entity type should look like this:
<EntityType Name="Products"> <Key> <PropertyRef Name="ProductID"/> </Key> <Property Name="ProductID" Type="Edm.Int32" Nullable="false"/> <Property Name="ProductName" Type="Edm.String"/> <Property Name="QuantityPerUnit" Type="Edm.String"/> <Property Name="UnitPrice" Type="Edm.Decimal" Scale="variable"/> <NavigationProperty Name="Category" Type="Northbreeze.Categories" Partner="Products"> <ReferentialConstraint Property="Category_CategoryID" ReferencedProperty="CategoryID"/> </NavigationProperty> <Property Name="Category_CategoryID" Type="Edm.Int32"/> <NavigationProperty Name="Supplier" Type="Northbreeze.Suppliers" Partner="Products"> <ReferentialConstraint Property="Supplier_SupplierID" ReferencedProperty="SupplierID"/> </NavigationProperty> <Property Name="Supplier_SupplierID" Type="Edm.Int32"/> <Property Name="UnitsInStock" Type="Edm.Int32"/> <Property Name="UnitsOnOrder" Type="Edm.Int32"/> <Property Name="ReorderLevel" Type="Edm.Int32"/> <Property Name="Discontinued" Type="Edm.Boolean"/> </EntityType>
Amongst other things, you can see that a product has an ID (ProductID), a name (ProductName), a count of the number of units currently in stock (UnitsInStock) and a boolean that is used to indicate whether or not a product is discontinued (Discontinued).
Request the first few products to see data for these and the other properties, via https://developer-challenge.cfapps.eu10.hana.ondemand.com/odata/v4/northbreeze/Products?$top=5. You should see something like this:
{ "@odata.context": "$metadata#Products", "value": [ { "ProductID": 1, "ProductName": "Chai", "QuantityPerUnit": "10 boxes x 20 bags", "UnitPrice": 18, "Category_CategoryID": 1, "Supplier_SupplierID": 1, "UnitsInStock": 39, "UnitsOnOrder": 0, "ReorderLevel": 10, "Discontinued": false }, { "ProductID": 2, "ProductName": "Chang", "QuantityPerUnit": "24 - 12 oz bottles", "UnitPrice": 19, "Category_CategoryID": 1, "Supplier_SupplierID": 1, "UnitsInStock": 17, "UnitsOnOrder": 40, "ReorderLevel": 25, "Discontinued": false }, { "ProductID": 3, "ProductName": "Aniseed Syrup", "QuantityPerUnit": "12 - 550 ml bottles", "UnitPrice": 10, "Category_CategoryID": 2, "Supplier_SupplierID": 1, "UnitsInStock": 13, "UnitsOnOrder": 70, "ReorderLevel": 25, "Discontinued": false }, { "ProductID": 4, "ProductName": "Chef Anton's Cajun Seasoning", "QuantityPerUnit": "48 - 6 oz jars", "UnitPrice": 22, "Category_CategoryID": 2, "Supplier_SupplierID": 2, "UnitsInStock": 53, "UnitsOnOrder": 0, "ReorderLevel": 0, "Discontinued": false }, { "ProductID": 5, "ProductName": "Chef Anton's Gumbo Mix", "QuantityPerUnit": "36 boxes", "UnitPrice": 21.35, "Category_CategoryID": 2, "Supplier_SupplierID": 2, "UnitsInStock": 0, "UnitsOnOrder": 0, "ReorderLevel": 0, "Discontinued": true } ] }
Your task is to calculate the total stock quantity (i.e. the total units in stock) for all current products, i.e. products that are not been marked as discontinued. The result of this calculation should be a number.
Once you have calculated the number, which should be an integer, you should hash it and post the hash as a new reply to this discussion thread, as described in Task 0 - Learn to share your task results and in a similar way to how you've done this in the previous task.
Like all tasks in this challenge, you are free to approach this one however you see fit. One way would be to request all the products (https://developer-challenge.cfapps.eu10.hana.ondemand.com/odata/v4/northbreeze/Products) and manually sum the values of the relevant UnitsInStock properties.
But where's the fun in that?
How about requesting the entire products entity set in your favorite language and obtaining result by parsing the response and using that language to make the calculation?
You could also use OData's $filter system query option to first reduce the entity set result to only those products that have the value false for the Discontinued property.
And what about the $count facility, which in OData V4 is now a system query option as well something you can append to a resource path?
This would also be a good opportunity to take your first steps exploring some great new OData V4 features supported by CAP, such as data aggregation.
How did you approach this task? If you used a programming language, which one did you use, and how did you do it? If you used an $apply based data aggregation feature, what was it, and was was your experience using it?
2023 Aug 07 7:32 AM
2023 Aug 07 7:34 AM
2023 Aug 07 9:20 AM
2023 Aug 07 9:59 AM
And lots more! Here are some interesting filter examples too https://github.com/SAP-samples/odata-basics-handsonsapdev/blob/main/filter.md cc @nicoschoenteich @ceedee666 @SandipAgarwalla @harsh_itaverma et al.
2023 Aug 07 11:47 AM
Even though I've used $apply - I also used JS to fetch all Products where the Discontinued attribute is false and then used `reduce`. Trust no one! 😅
by the way, on which level aggregation is done, is it database or application layer?
2023 Aug 07 1:02 PM
Agree - trust but verify, at least! Aggregation with `$apply` is built in. The Northbreeze service has neither CDS definitions in there, nor any implementation. It comes for free out of the box with CAP.
2023 Aug 24 5:09 AM
2023 Aug 07 8:01 AM - edited 2023 Aug 07 12:26 PM
2023 Aug 07 2:12 PM
2023 Aug 07 3:33 PM
@ajmaradiagaI used ChatGPT4 to get the Python code, and it worked great! I also double-checked my answer using OData v4 data aggregation.
2023 Aug 07 9:25 PM
2023 Aug 07 8:47 AM
2023 Aug 07 8:48 AM
The hashed "value" should only be the number, right?
I've used "apply" with filter and aggregate.
2023 Aug 07 9:55 AM
Thanks for asking, @UweFetzer_se38 - the text in the "Your task" was a bit vague. I've modified it, thanks! And yes, it's just the number (total stock) that should be sent to be hashed 👍
2023 Aug 07 8:51 AM
2023 Aug 07 8:55 AM
I solved this task using three approaches:
Thanks @qmacro for providing the nice hints!
2023 Aug 07 10:00 AM
It's great to have so many possibilities. Thanks for sharing, and thanks for doing this task in multiple ways 💪
2023 Aug 07 9:02 AM
2023 Aug 07 9:19 AM
2023 Aug 07 9:20 AM
2023 Aug 07 9:22 AM
I used couple of ways to get the total number
1) wrote a small nodejs program, to get all the products and then using the filter and sum approach
2) used $apply to filter and aggregate. Took a while to get the correct syntax. But $apply & aggregate is so powerful, it was a great learning.
2023 Aug 07 10:03 AM
Nice once @SandipAgarwalla . In your JS program, what did you use? For example: in mine, I used filter and reduce, of course, as I'm a fan of the functional style of programming. I find reduce a particularly powerful and beautiful function.
I've written a few posts on my blog about reduce. Here's one: ES6, reduce and pipe.
2023 Aug 07 10:10 AM
Hi @qmacro - in the nodejs program, I just got the entire list of products and then did the filtering and counting. Yes, I could have used the $filter option to reduce the result set.
2023 Aug 07 10:33 AM
2023 Aug 07 1:18 PM
2023 Aug 07 9:31 AM
2023 Aug 07 9:49 AM
Used data aggregation to get the total Unit in stocks; with $apply query option, first used a filter transformation to get Current Products and then used aggregate transformation with sum method to return the total value.
Being a JavaScript developer, just to make sure I was right; I did parse the response and used array traversing to get the total too! But the data aggregation approach was much easier and cleaner.
2023 Aug 07 10:04 AM
Great work @harsh_itaverma ! Feel free also to share more detail of what you did. I love learning from other folks' approaches.
2023 Aug 07 11:05 AM
The first approach was using $apply; I tried it with just aggregate, then with Discontinued products and with Current Products and it looked like the answer was correct.
Then for the JS approach,
Stored all the products locally;
I tried filtering the response and getting just the current products using filter function of array to get a new array called CurrentProducts.
and then used reduce function on this array to calculate the sum.
2023 Aug 07 12:59 PM
Great stuff. As I mentioned in another reply in this thread, I do love `reduce`. It's the mother of all (or at least many) functions, in a way.
2023 Aug 07 10:18 AM
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2023 Aug 07 12:32 PM - edited 2023 Aug 17 2:12 PM
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2023 Aug 07 3:31 PM - edited 2023 Aug 11 11:30 PM