christophd commented on code in PR #1032:
URL: https://github.com/apache/camel-website/pull/1032#discussion_r1269198076


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content/blog/2023/07/camel-k-2-0/index.md:
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+---
+title: "Camel K 2.0"
+date: 2023-07-13
+draft: false
+authors: [squakez]
+categories: ["Releases", "Camel K", "Roadmap"]
+preview: "What's new in Camel K 2.0!"
+---
+© 2023, RoadTrafficSigns.com
+
+With a great level of excitement, on behalf of Apache Camel community, I'm 
proud to announce the general availability of **Camel K 2.0**. It's been a long 
ride since the beginning of 2023 when we announced the desire to work on an 
heavy refactoring in order to introduce new shining features and be able to run 
the future **Camel 4** runtimes.
+
+This is the first important milestone reached, and we thought that the work 
done so far is already mature to see **general availability**. We'll keep 
working on the [roadmap](/blog/2023/02/camel-k-roadmap-2023/) along this year 
in order to try to complete as much as we can of what we have planned for 2023.
+
+Let's look at one by one the main new features or updates that Camel K 2.0 is 
introducing. We plan to work on more blogs and documentation dedicated to each 
of the new features introduced during next months.
+
+# Upgrade from V1
+
+The first concern you may have is about compatibility to Camel K version 1 and 
how to upgrade: we have worked to make this process as smooth as possible. We 
introduced some important change in the Kubernetes API and we tried to make 
this in a backward compatible manner. In particular we have promoted the 
`v1alpha1.Kamelet/KameletBinding` API to `v1` as we now feel it's mature enough 
and we have renamed the `v1alpha1.KameletBinding` to `v1.Pipe`.
+
+We don't expect you to make any change on the old API though. As for 
`Kamelet`, the Kubernetes cluster will take care to automatically upgrade this 
(as it's just a change in the versioning).
+
+WARNING: make sure not to downgrade to Camel K version 1 once you have 
upgraded to version 2, because there won't be any conversion from `v1` to 
`v1alpha1` and it may result in a fatal error.
+
+The old `v1alpha1.KameletBinding` will still be supported in this release in 
order to give you the time to make the needed change and move all your 
KameletBindings to 
[`v1.Pipe`](/camel-k/next/apis/camel-k.html#_camel_apache_org_v1_Pipe). Try to 
give priority to this operation because the `v1alpha1` is now deprecated and 
will be removed within the next versions of Camel K.
+
+There is no other important concern about the compatibility with the previous 
Camel K version. You can follow the [documentation provided for Camel K 
upgrade](/camel-k/next/contributing/upgrade.html) as usual.
+
+We suggest to take the opportunity of this major upgrade to detect any usage 
of deprecated parameters in the [Camel K API](/camel-k/next/apis/camel-k.html) 
and do the switch accordingly.
+
+# Possibility to run any Camel K Runtime
+
+The first important feature we have introduced is the **possibility to run any 
Camel K Runtime**, making Camel K 2.0 backward and forward compatible. With 
this feature you can use the [Camel 
trait](/camel-k/next/traits/camel.html#_configuration) and specify which 
runtime version you want to use. As soon as a new version is available (ie, 
runtime version 3 which will run Camel 4), then, you can just update that 
parameter without the need to upgrade the operator any longer.
+
+By default, Camel K 2.x will use the stable runtime version at the moment of 
the release (in this case, Camel K runtime `2.16.0`).
+
+NOTE: You can use any Camel K Runtime version >= `1.17.0`.
+
+# Enterprise grade build system
+
+We have redesigned massively the way we conceive our build in order to 
accommodate the need run any Camel K Runtime. We are in general aware that we 
need to strengthen the way we build the applications, making sure each customer 
can introduce their tooling and have enough possibility to choose how to 
perform such a **build in an "enterprise-grade"**. Although we're still working 
in progress (more enhancements to come in next milestone), we already have 
achieved most of the points we wanted to cover.
+
+## Free Camel K from Runtime
+
+The build process is now partially decoupled from the runtime process. We have 
identified the design and we applied it in Camel K version 2. The most 
important news was discussed in the chapter above, the enablement of multiple 
Camel K runtime.
+
+In order to enable this feature, you will notice that the `CamelCatalog` 
Custom Resource is now a dynamic resource which is reconciled by the operator. 
It is the one in charge to dynamically create any new runtime catalog required. 
This work was a big design change and we're confident it will help use reaching 
the longer term goal which is to **onboard any Camel runtime** (main, 
springboot, quarkus).
+
+Have a look at the official documentation and learn more about the new [Camel 
K Runtime builder design](/camel-k/next/running/runtime-version.html).
+
+## Transform the build into a pipeline
+
+We have realized that the concept of an application build is not something 
"static". Each user/company has a different approach when building and testing 
an application. That's the reason why we have reworked the entire concept of 
the build and replace with something more customizable, a **pipeline**.
+
+The first immediate result of this change is that you have available a [simple 
Camel K Pipeline technology](/camel-k/next/pipeline/pipeline.html). This one is 
thought for those developers and companies which do not require all the major 
features of a complete pipeline technology. You may want to use this in order 
to provide some post-build process (ie, running a CVE scanning tool) or in 
general, execute any tool required by your company deployment process.
+
+## Camel K Tekton tasks
+
+We also know that many companies already adopts some richer **CICD 
technology**. For this reason we have introduced the [Camel K Tekton 
task](/camel-k/next/pipeline/tekton.html) which we're willing to support in 
order to simplify the onboarding of Camel K in Tekton pipeline.
+
+We have chosen to support Tekton because it's one of the most mature and 
widespread used CICD technology. However, if you're using any other pipeline 
technology it should not be difficult to transform the action we are supporting 
in Tekton task with the one required by your pipeline technology.
+
+## More meaningful error messages
+
+We know **troubleshooting a failing application** can be a bit annoying. For 
this reason we've added more error conditions and traces that will make this 
activity easier. Check it out `Integration`, `IntegrationKit` and `Build` 
custom resources conditions in order to understand why some application has 
failed.
+
+In particular in the `Build `(which is the main reason why an application 
fails) custom resource you will find conditions like the following one which 
can give you an immediate pulse of what's going on:
+
+```
+  conditions:
+  - lastTransitionTime: "2023-05-19T09:56:02Z"
+    lastUpdateTime: "2023-05-19T09:56:02Z"
+    message: |
+      ...
+      
{"level":"info","ts":1684490148.080175,"logger":"camel-k.builder","msg":"base 
image: eclipse-temurin:11"}
+      
{"level":"info","ts":1684490148.0801787,"logger":"camel-k.builder","msg":"resolved
 base image: eclipse-temurin:11"}
+    reason: Completed (0)
+    status: "True"
+    type: Container builder succeeded
+```
+
+## Quarkus Native build as a Pod
+
+A Quarkus native build is an important feature that helps you save resources 
and give your Java application all the characteristics of a **first class Cloud 
Native** citizen. However, AOT compilation is something that requires resources 
and time. For this reason, from now on, when you run a Quarkus Native build, 
this will be performed with the `Pod` build strategy, which will basically spin 
off an external `Pod` to take care of such an heavy operation.
+
+This is a good news, because it will free the operator from the burden of such 
an heavy operation. Moreover we introduced some sensible resource configuration 
which should be enough for the builder Pod to complete its work without 
affecting the stability of the operator.
+
+However, if those are not enough or you still want to customize the builder 
Pod resources, we have made available a set of [builder 
parameters](/camel-k/next/traits/builder.html) (mainly cpu and memory 
resources).
+
+## Run build unprivileged
+
+This is quite an hidden work we've done and it really gave us a lot of trouble 
in order to let **Spectrum** and **S2I** builds to run in an unprivileged mode. 
However, we've accomplished it and we feel a little safer against any possible 
attack from privileged escalation.
+
+NOTE: we haven't (yet) deprecated **Kaniko** and **Buildah** strategy and 
these deployment methods require to run with `root` privileges. Make sure to 
understand the possible risks involved.
+
+## Build order strategy
+
+Another interesting feature that is now available to you is the possibility to 
define a build order strategy that controls in which order scheduled 
integration builds get executed.
+
+In Camel K v1 a series of parallel submitted builds got executed strictly 
sequential (only one single build at a time) and there was no guarantee on the 
order of build execution.
+
+Now you can specify the order of builds using the [Builder trait order 
strategy parameter](/camel-k/next/traits/builder.html#_configuration).
+
+Supported build order strategies are:
+- `sequential`: equivalent to the Camel K 1 behavior running only one single 
build at a time
+- `fifo`: First in first out strategy runs builds as they have been created 
and allows builds to run in parallel to each other as long as 
`maxRunningBuilds` limit has not been reached.
+- `dependencies`: Sophisticated order strategy smartly creating a queue for 
those builds which may depend on each other in order to effectively run builds 
leveraging the incremental build feature. Allows independent builds to run in 
parallel to each other as long as `maxRunningBuilds` limit has not been reached.
+You can now choose from these build order strategies to get the best out of 
Camel K. Our operator is smarter than any AI out there!!
+
+# More info on Kube native CLI
+
+It's no secret that in the long term we're willing to move most of the logic 
of `kamel` CLI in Camel JBang or any other UI tool. The possibility to include 
more information directly in `kubectl` and any other K8S CLI (ie, `oc`) will 
help you getting most of the required information in one shot:
+
+```
+$ kubectl get camelcatalog
+NAME                   RUNTIME PROVIDER   RUNTIME VERSION   RUNTIME CAMEL 
VERSION   PHASE
+camel-catalog-2.16.0   quarkus            2.16.0            3.20.1             
     Ready
+$ kubectl get ip
+NAME      PHASE   BUILD STRATEGY   PUBLISH STRATEGY   REGISTRY ADDRESS   
DEFAULT RUNTIME
+camel-k   Ready   routine          Spectrum           10.110.251.124     2.16.0
+...
+```
+
+# Camel K Runtime versioning
+
+The design work we did in Camel K in order to decouple from the runtime made 
us working on a deep cleaning of Camel K Runtime as well. This dependency is 
even lighter that before and right now it is mainly dependant from the Camel 
Quarkus project. You can notice that we **aligned the versioning** of this 
dependency to the versioning used in **Camel Quarkus**. It will be easier to 
identify which Camel Quarkus runtime we refer now.
+
+From now on we expect to release this dependency when Camel Quarkus will be 
released.
+
+# Golang API upgrade to V2 and dependencies upgrade
+
+This change won't affect directly the users of Camel K but it's important to 
mention for those tools or application that are using **Camel K Golang API**. 
We have upgraded to V2 accordingly, so, anybody willing to use this API will 
have to do the update accordingly.
+
+We have also performed a deep review to verify those old unsupported 
dependencies which may lead to a possible headache in case of some CVE. We have 
removed all the unsupported dependencies and we feel a bit more **safer against 
possible vulnerabilities** in the dependencies we use.
+
+# Remove deprecated CLI commands
+
+As we embarked in a major upgrade, we took the opportunity to clean all the 
**deprecated CLI commands** and configuration we had marked in Camel K version 
1.
+
+* `kamel install --kaniko-build-cache`
+* `kamel local`
+* `kamel init`
+* `kamel run --config|--resource file:`
+
+In version 2 they won't be any longer available and the operator may fail if 
those configurations are provided. Above all, the last one will require you to 
provide a resource file as either a Configmap or Secret if you want to use the 
related configuration (we don't support any longer the auto-generated Confimaps 
from file).
+
+# Multiple data types and schemas in Kamelets
+
+Kamelets are now able to expose supported input/output data types as part of 
the [Kamelet data type 
specification](/camel-k/next/kamelets/kamelets-dev.html#_kamelet_data_types) in 
order to increase the interoperability with other components. When referencing 
a Kamelet as a source or sink in a Pipe users may now choose an appropriate 
input/output data type that fits best for their individual use case.
+
+This feature leverages the [data types transformer 
concept](/manual/transformer.html) in Apache Camel 4 and reveals its full power 
once the new major version of Camel is available (we are all eagerly awaiting 
it).
+
+# Default Micrometer for integration monitoring
+
+About observability we made some work to use **Micrometer as a default**. Some 
changes are expected in the default metrics as it replaced the dependencies 
used from one technology (Microprofile) to another (Micrometer).
+
+You can have a look at the [Prometheus trait 
configuration](/camel-k/next/traits/prometheus.html) to learn more.
+
+# Multi architecture support
+
+This feature should not be considered as generally available but more a kind 
of "tech preview". In Camel K 2.0 we provide an **ARM64 architecture based 
container image** for the operator but it is not tested due to the difficulty 
to find the required infrastructure and have the suite of test running. It's a 
best effort feature that we hope we can make generally available in the future 
versions.
+
+For more information you can have a look at the [Multi architecture official 
documentation](/camel-k/next/installation/advanced/multi-architecture.html) 
page.
+
+# Code coverage report
+
+If you're a Camel K contributor you have noticed that we introduced a nice 
action which is taking care to calculate the code coverage of the new code 
developed. The actions reports the coverage difference, so we know how we 
increase (or decrease) indirectly the quality of the code. This is not really 
(yet) a gateway, we want to create awareness among Camel K developers about the 
level of quality we introduce with each change. Little by little we expect to 
**increase the quality of the code** we produce and have less bugs affecting 
our code.
+

Review Comment:
   ```suggestion
   
   # Optimize operator performance and resource allocation
   
   The team has made some effort to reduce the amount of resources (memory and 
CPU) consumed by the Camel K operator. The results of this can be seen when 
creating many Integrations on a cluster and when the operator runs multiple 
integration builds.
   
   We have run some test scenarios and compared the results of different Camel 
K versions.
   
   _Test scenario: Running 600 Camel K integrations_
   
   | Camel K | avg. Memory | avg. CPU | Time |
   | :------- | :------------: | :--------: | :----: |
   | 1.9.0 | 529 MiB  | 262 millicores | 29 mins |
   | 1.12.1 | 344 MiB | 54 millicores | 21 mins |
   | 2.0.0 | 306 MiB | 60 millicores | 20 mins |
   
   _Test scenario: Running 50 integrations builds in parallel_
   
   | Camel K | avg. Memory | avg. CPU | Time |
   | :------- | :------------: | :--------: | :----: |
   | 1.9.0 | 510 MiB | 352 millicores | 59 mins |
   | 1.12.1 | 440 MiB | 185 millicores | 57 mins |
   | 2.0.0 | 326 MiB | 45 millicores | 38 mins |
   
   The Camel K 2.0 results are pleasant especially when running multiple builds 
at the same time. The team is keen to keep improving the operator performance 
in future releases.
   ```



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