How To Secure App Development In The Cloud, With Tips From Gartner

Oxeye, a startup providing application security testing technologies, announced that its Cloud Native Application Security Testing platform has entered general availability, according to SiliconANGLE. Oxeye provides a cloud-native application security testing solution designed specifically for modern architectures. Built for Dev and AppSec teams, Oxeye helps to shift security to the left while accelerating development cycles, reducing friction, and eliminating risks.

Product showcase: – Cloud native application security testing – Help Net Security

Product showcase: – Cloud native application security testing.

Posted: Wed, 09 Feb 2022 08:00:00 GMT [source]

There is not as much pushback as sometimes when you hear developers don’t want to take much more. If you give developers a choice of, “Do you want to do the right thing or do you want to do this other thing? Developers, it’s in their nature to want to produce quality software and produce good software. Sometimes though, when the right thing isn’t the easiest thing, that’s when time challenges and different pressures can make us choose the other path. There are several challenges to securing cloud-based infrastructure. Developers can deploy infrastructure dynamically with infrastructure-as-code configurations, typically writing the infrastructure code simultaneously with the application code.

Security testing is heavily reliant on tools for detecting and assessing vulnerabilities. You should be able to choose the right tools to support your test methodology and test procedures. Penetration Testingsimulates an attack from a malicious hacker. It will analyze a system to check for potential vulnerabilities to an external hacking attempt.

Comprehensive Software Analysis

Find and fix security flaws earlier in the application lifecycle. Prisma Cloud integrates with your developer tools and environments to identify cloud misconfigurations, vulnerabilities and security risks during the Cloud Application Security Testing code and build stage. Prisma Cloud secures applications from code to cloud, enabling security and DevOps teams to effectively collaborate to accelerate secure cloud-native application development and deployment.

cloud native application security testing

As a great part of having the confidence in those automated deployments, you need to make sure that security testing is at all parts of that pipeline. That 30%, that third of people who are fully automated, I would expect that to grow in the next couple of years. A cloud-native orchestration tool can help you maintain security during development by triggering application security actions. You can run such tools continuously to prevent the introduction of vulnerable dependency packages into containers and serverless functions that run in your production environment. Oxeye helps you uncover critical vulnerabilities earlier in your CI/CD pipeline. Roth said this is why observability and privilege management are two key capabilities that practitioners must get right.

Traditional security tooling is built for static environments and is ineffective in the dynamic and rapidly changing cloud-native landscape. Furthermore, with the advent of microservices, containers, service meshes, and multi-cloud environments, it has become increasingly difficult for organizations to track software vulnerabilities. As a result, there is an increased dependency on automation and continuous monitoring throughout the application lifecycle.

Cloud Testing Environments & Cloud Testing Tools

This approach focuses on applying security measures early in the software development process, such as vulnerability scans. Developers must ensure that the application code is secure before deploying it to production. If you think about applications, a lot of folks focus on your code, the custom code that you wrote, and for a good reason, because that is the thing that makes the difference for that application. However, if you look at the custom code, compared to the whole binary that you put into production, it’s only 10% of the code. What I did was I created an endpoint to do something, obviously.

Here is the list of tools that can help to secure your Cloud-Native Applications. These are mainly based on employee access management and customer identities. Cross-level privilege escalations are prevented using this control. There are many types of cloud-native security controls which can be divided mainly into below categories. Finally, moving down into the application code level, this is one of the primary attack surfaces over which we have the most control.

cloud native application security testing

As a user, if you see something we have missed, please do bring it to our attention. EIN Presswire, Everyone’s Internet News Presswire™, tries to define some of the boundaries that are reasonable in today’s world. To meet with Oxeye at KubeCon 2022 and learn more about the company’s Cloud Native Application Security Platform, visit booth #SU34 during the event. The cluster layer consists of the Kubernetes components making up the worker nodes and control plane.

Prisma Cloud

Incident response is critical to resolving security issues efficiently and spreading awareness within your organization about operational duties. In Kubernetes documentation, this complete diagram gives us a clear picture of cloud-native security. Open-source software is embedded into several frameworks that help power web apps; several underlying principles help direct your instincts about how you should think holistically regarding protection. This guide should describe a visual model for certain general principles regarding Native Protection in the Cloud. Safeguarding against low safety practices in Cloud, Containers, and Code is almost difficult by approaching security only at the code level.

The last few years have seen a dramatic increase in the adoption of cloud-native architectures, with more and more organizations moving to this new way of building software. This is great news for the industry as a whole, but it also means that app developers need to ensure their applications are secure and robust enough to meet these new demands. Recommendations on approaches to securing cloud native applications. Unique characteristics of cloud native applications and the security tools needed. A couple of things I would love to see, and I think will happen, is that people won’t just adopt the technologies, but they’ll adopt the correct practices that will require them to make best use of those technologies.

  • This is part of an extensive series of guides about security testing.
  • Once you have clarity on these shared responsibilities, development teams can focus on building business features and not worry about the day-to-day operational issues in the infrastructure layer.
  • What can possibly go wrong when your application lives in a container?
  • Cloud native is a collection of design principles, software, and services that focuses on building system architecture, with the cloud as the designed primary hosting platform.
  • Why not introduce tooling that can help you scan your code right away when you’re making it before you put it even in your repository, for instance, on your local machine.
  • That is because these vulnerabilities were not so much in the Node.js image, but that Node.js image, for instance here is also based upon another image, the operating system.

The cloud vendor is responsible for securing the infrastructure and abstraction layer used to access the resources. It’s also about protecting the app’s reputation, and that of the company that built it. The more developers do to make their app safe and secure, the better it will be for everyone who uses the app. In other words, cloud-native security allows application developers to benefit from the cloud’s fast market deployment without sacrificing security in the process. One of the key benefits of cloud computing is that it has given organizations the ability to more quickly accelerate applications to market, providing increased business agility.

How Do You Find Vulnerabilities In Apps With Tens Or Dozens Of Microservices Across Containers, Clusters, And Clouds?

The final image that goes into production is based on Tomcat 8.5.21, which is somewhat old. The issue with this specific version is that it has a vulnerability. If you look at that vulnerability, it has a problem with JSP files.

This was very interesting to me, we saw almost twice as many people who were entirely automated also tested in local development tooling. Understand why cloud-native monitoring is complex, the four key components of cloud-native monitoring, and how to select a monitoring solution. The most critical component to protect is the kube-api-server, which is the main Kubernetes interface.

Types Of Testing Performed In Cloud

With this process, tools on the Cloud can test the applications. Previously, in traditional testing, you need to have on-premise tools and infrastructure. Now, enterprises are adopting Cloud-based testing techniques, which make the process faster, and cost-effective.

For security reasons, only in very specific cases, should containers not be segregated from one another. The Log4j vulnerability posed a major security concern but spurred on the need for governance for when a vulnerability does occur, so it can be effectively handled and overcome as quickly as possible. Having solutions that enable you to focus on the most critical security challenges is key. GitLab is on a mission to provide top-notch security capabilities for its DevOps offerings.

In episode 93 of The Secure Developer, Guy Podjarny speaks to colleague, Simon Maple, Field CTO at Snyk, who has recently co-authored a report called ‘The State of Cloud Native Application Security’. Simon shares some of the main findings that came out of the survey which formed the basis of the report. Almost 600 people took part in the survey, with a good mix of roles amongst the respondents.

In addition, it can be used in production environments to test traffic rapidly. This instant feedback can then be easily used to remediate via automation, or back to the developer, for code changes—typically actioned in the next application build. Microservices is a design pattern for constructing a distributed application utilizing containers.

Securing Devops With Cloud

Security was only slightly lower, I’ll admit, on 57, but these are very similar numbers. It’s great to see that not only do the developers want the responsibility, but they share that care. That’s what will help the adoption and developers pulling more responsibility into that development process.

Deploying containerized apps across cluster nodes can significantly increase your web application’s availability, scalability, and performance. Numerous containers per node maximize resource usage and guaranteeing that an instance of each container is running on multiple nodes at the same time prevents your application from having a single point of failure. Your organization’s security obligations cover the rest of the layers, mainly containing the business applications. This is also applicable to individual containers being created by the organization.

Tooling comes in place, because with the right tooling that fits your process instead of the other way around, you can help people out. That makes sense, before they commit it to their Git repositories. Cloud-native architectures have seen rapid adoption in recent years. However, there are numerous security challenges due to this complex and dynamic landscape. Users have faced multiple security risks like data breaches, data loss, denial of service, insecure APIs, account hijacking, vulnerabilities, and identity and access management challenges. Enterprises need to continuously adapt security best practices to handle these issues, as were outlined in this Refcard.

What is Artificial Intelligence AI?

Fully autonomous cars have already been created, but they are not currently available for purchase due to the need for further testing. But at the end of the day, both BI and business analytics are vital – working together to provide companies with all four types of analytics and the big picture insights decision-makers need. They can encapsulate associations between pieces of information and drive upsell strategies, recommendation engines, and personalized medicine. Natural language processing applications are also expected to increase in sophistication, enabling more intuitive interactions between humans and machines.

Data including national, regional, and local sales patterns, inventory, local trends, sales history, and seasonal factors can all inform marketing teams decisions on where and when to invest their budget. Bringing data intelligence into your organization can have profound implications on your work culture. By making data central to goals and decision making, leaders cultivate a data culture of collaboration, founded on strategy.

A company can also use data analytics to make better business decisions and help analyze customer trends and satisfaction, which can lead to new—and better—products and services. In data intelligence, artificial intelligence and machine learning tools are used to enable the analysis and transformation of massive datasets into analytical insights that can be used to increase investment and service value. BI and big data are inextricably linked when it comes to intelligent data.

How Data Intelligence Helps Businesses Grow

Transparency Supports Teamwork and TrustBy creating a system around how new truths are proven, DI aligns minds around an organization’s guiding principles and the process for crystallizing them. DI software may borrow from the scientific method to structure its process toward progress. Data intelligence can help data leaders boost engagement, with dashboards that show how folks are using data across an enterprise.

There are several different analytical methods and techniques data analysts can use to process data and extract information. Data analytics underpins many quality control systems in the financial world, including the ever-popular Six Sigma program. If you aren’t properly measuring something—whether it’s your weight or the number of defects per million in a production line—it is nearly impossible to optimize it. This means it is scrubbed and checked to ensure there is no duplication or error, and that it is not incomplete.

How Data Intelligence Supports Data Culture: 4 Examples

Prescriptive analytics makes use of machine learning to help businesses decide a course of action, based on a computer program’s predictions. Some of the sectors that have adopted the use of data analytics include the travel and hospitality industry, where turnarounds can be quick. The techniques and processes of data analytics have been automated into mechanical processes and algorithms that work over raw data for human consumption. Reporting and Business Intelligence are fundamentally different in that while reporting shows you data, Business Intelligence allows you to interact with it.

Moreover, this intuitive piece of data intelligence software will help you gauge which items are most popular among your consumer base – priceless information for any modern eCommerce business. By utilizing specific customer service KPIs, travel providers enhance their knowledge and adjust their strategies to be able to provide the best service possible. Governance has emerged as the answer to the growing challenges of managing big sets of information in a way that is efficient, secure, and accessible. Gartner defines it as “the specification of decision rights and an accountability framework to ensure the appropriate behavior in the valuation, creation, consumption, and control of data and analytics”. First and foremost, data intelligence results in improved consumer profiling and segmentation.

  • Expanding human capabilities, which will help to create new development opportunities and products.
  • Accelerate data access governance by discovering, defining and protecting data from a unified platform.
  • Of course, some problems have popped up as we venture into this new territory.
  • This invaluable analytical concept drills down into the analysis of information to extract value and meaning as well as promote enhanced data-driven decision-making across the organization.
  • Having an enormous mass of data that you are analyzing is a good start for a data system — but not knowing how to provide context for that data can lead to disaster.
  • According to research by Zippia, AI could create 58 million artificial intelligence jobs and generate $15.7 trillion for the economy by 2030.

If you are still confused about what is the actual difference between the two concepts we just mentioned, don’t worry, we’ve got you covered. In order to understand these two complex, but actually straightforward, concepts we first need to look into the differences between data, information, and intelligence. Information intelligence is a branch of data-centric intelligence offering a wider scope for turning seemingly unmanageable data and transforming it into initiatives that are beneficial to the ongoing success of the business. Website contains over terms with easy-to-understand definitions in multi languages. Schedule regular updates to appraise key stakeholders of milestones and progress. Invite the larger community, too — you’ll need their support if the tool is to gain traction across the organization.

As the name suggests, DSS systems support planners and managers in making informed decisions based on insights surfaced through the analysis process. Increasingly, companies are choosing cloud-based BI tools that connect to more data sources and are available 24×7 from anywhere. And they are choosing solutions that offer embedded BI – BI that is embedded directly into workflows and processes so users can make better decisions in the moment and in context. what is data intelligence system The way in which deep learning and machine learning differ is in how each algorithm learns. “Deep” machine learning can use labeled datasets, also known as supervised learning, to inform its algorithm, but it doesn’t necessarily require a labeled dataset. Deep learning can ingest unstructured data in its raw form (e.g. text, images), and it can automatically determine the set of features which distinguish different categories of data from one another.

Transforms Data into a Shared Organizational AssetBy spotlighting the best data, data intelligence connects people to assets they can use and trust. Yet BI and AI systems are only so useful as the data supplied to them. Today, data experts struggle with a common problem called garbage in, garbage out. As lakes of data become oceans, locating that which is trustworthy and reliable grows more difficult — and important.

Understanding Data Analytics

AI today includes the sub-fields of machine learning and deep learning, which are frequently mentioned in conjunction with artificial intelligence. These disciplines are comprised of AI algorithms that typically make predictions or classifications based on input data. Machine learning has improved the quality of some expert systems, and made it easier to create them. As a result of the business intelligence process, data warehouses, analytics, business performance management, and a user interface are all essential components. Both internal and external data sources are included in the data warehouse. Different operational systems are included in the internal sources.

What does data intelligence mean

Any type of information can be subjected to data analytics techniques to get insight that can be used to improve things. Data analytics techniques can reveal trends and metrics that would otherwise be lost in the mass of information. This information can then be used to optimize processes to increase the overall efficiency of a business or system.

Key benefits of business intelligence

To illustrate this point, let’s take a glimpse at our retail store dashboard – one of our most comprehensive data intelligence platforms that expound on retail analytics at its core. Education is one of the world’s biggest and most important sectors. Yet, educators have often failed to utilize big data intelligence to help them provide a more valuable learning experience to their students.

Geographic information system technology provides the tools to collect, analyze, and disseminate information quickly and easily. By adding GIS to your capabilities, you can transform your data into actionable intelligence. GIS can also be used to develop a comprehensive picture of crime or threats in a community.

What does data intelligence mean

The ability to visualize data and see it in context is one area where BI really shines. Charts, graphs, maps, and other visual formats bring data to life in a way that can be quickly and easily understood. Colors and patterns paint a picture of the story behind data in a way that columns and rows in a spreadsheet never could.

Critical data elements: why are they important and how to measure them?

A BI developer is responsible for creating, deploying, and managing business intelligence reporting tools and interfaces designed to solve specific problems within a company. A typical BI developer is versed in software engineering, databases, and data analysis. Responsibilities include translating business requirements into technical ones, helping with data model design, creating technical documentation, and more. Business intelligence tools work together to turn data into actionable insights. Many of these operate “under the hood” to prepare, mine, store, and process data so that it can be accessed by BI systems.

What Is The Role Of Business Intelligence?

In a nutshell, artificial intelligence is simply a machine that can mimic a human’s learning, reasoning, perception, problem-solving and language usage. An AI computer is programmed to “think,” and this process hinges on programming that is called machine learning and deep learning . Online analytical processing is a technology that powers the data discovery capabilities in many business intelligence systems.

Data preparation involves compiling multiple data sources and generally preparing it for data analysis. Using a process called extract, transform, and load , raw data is cleansed, categorized, and then loaded into a data warehouse. Good BI systems automate many of these processes and allow for setting dimensions and measures. Many argue that AI improves the quality of everyday life by doing routine and even complicated tasks better than humans can, making life simpler, safer, and more efficient. Others argue that AI poses dangerous privacy risks, exacerbates racism by standardizing people, and costs workers their jobs, leading to greater unemployment. For more on the debate over artificial intelligence, visit

In machine learning, a computer can adapt to new situations without human intervention, like when Siri remembers your music preference and uses it to suggest new music. Deep learning, on the other hand, is a subset of machine learning inspired by the structure of the human brain, says Lou Bachenheimer, PhD, CTO of the Americas with SS&C Blue Prism, a global leader in intelligent automation. As you may have guessed, this helps it to “think” more like a person. Artificial intelligence, better known as AI, sounds like something out of a science-fiction movie. It brings to mind self-aware computers and human-like robots that walk among us.

Data Intelligence and Metadata

In fact, it’s often the main ingredient that companies base their digital landscape around. With Collibra Data Catalog’s Power BI integration, business analysts can find and understand the content, context and structure of Power BI reports. Optimize data lake productivity and access Maximize your data lake investment with the ability to discover, understand, trust and compliantly access data. Adapative data and analytics governance Take back control of your data landscape to increase trust in data and improve data transparency for every user. Financial services Get better returns on your data investments by allowing teams to profit from a single system of engagement to find, understand, trust and compliantly access data.

Unity Pro Tips and Tricks

Sentry is a platform that allows users to trace Unity applications and enhance monitoring and debugging capabilities. In addition, Sentry provides performance monitoring that automatically tracks the game’s performance. Apart from that, it supports automatic error capturing. It ensures that users can have a single dashboard to enforce their games’ observability effectively. Unity allows developers to add debug logs based on the priority. For example, you could log an error log or warning log by using methods such as Debug.LogWarning() or Debug.LogError().

This component also allows you to enable/disable all interactive children at once. Whether you’re new to developing with Unity or are well-versed in using the tool, we all can appreciate tips that will improve our workflow. To simplify the workflow, we had only one material for all characters.

unity tips and tricks

You can have an Image component be represented by a solid fill color as opposed to an actual Spritetoo, it’s no big deal. When some developers first start to use interfaces, they tend to use them for almost every class. This could end up causing the same maintenance problems you were trying to fix, or it could just be a waste of time. There are certain rules and situations which call for the use of interfaces. Usually, one would create one material for each.

Using Logs for Debugging

You can make MonoBehaviour event methods private or protected since you generally don’t need to call them manually. If your class is sealed you have to use private and this isn’t an issue anyway. Go for the Pro plan, at $1,800 per seat, and you get the full professional package with source code access, high-end art assets, technical support, and more. To get the free Personal or Student service, students simply need to be 16 years of age or older. This gets them the latest core Unity development platform, five seats of Unity Teams Advanced, and real-time cloud diagnostics.

  • However, as you start to build the scene, the number of objects you’ll have to work with will increase, surprisingly quickly.
  • The ability to use property drawers makes it less necessary to write custom editors.
  • Our own Extensions plug-in has much of the code described in the original article .
  • With Unity and its utilization of modern tools and features, testing has become extremely easy.
  • You also can check the tutorial for Unity test tools here.

You can have a coroutine wait on a second coroutine by adding it to the yield return statement. You can search through the Asset Store directly from your project window. You can set Editor Presets as default and then apply them by pressing “Reset”. When saving a copy of the original file, I recommend moving it into another folder or not naming it starting with “81-C#”. You can see the content of multiple folders by selecting them in the Project Window. I also suggest to set their tag to “EditorOnly”, so they’re not saved in the build.

Unity Tip

Use shift + spacebar after focusing your cursor in a specific window to toggle fullscreen. This is very useful when focused on the Scene view and toggling PlayMode. Best Books to Learn Front-End Web Development First, select all the icon images at once from within the Project. Second, select Editor GUI and Legacy GUI from the Texture Type drop down in the Inspector.

  • Not adhering to this principle complicates inheritance hierarchies, and makes certain types of changes harder.
  • They can also be exploited for convenient scratch-pad tests that can be run in the editor without having to run a scene.
  • It is also a good idea to master the IDE debugging features.
  • If you have a lot of text, put it in a file.Don’t put it in fields for editing in the inspector.
  • Moreover, you can use custom editors to make it even easier to edit.

Moreover, you can use custom editors to make it even easier to edit. Link prefabs to prefabs; do not link instances to instances.Links to prefabs are maintained when dropping a prefab into a scene; links to instances are not. Linking to prefabs whenever possible reduces scene setup, and reduce the need to change scenes. Use SelectionBase if your actor object has children. This makes it easier to select in the scene view. Use state machines to get different behavior in different states or to execute code on state transitions.

If necessary, you can define an empty virtual function that gets called from the message-method method that a child class can override to perform additional work. In this scenario, public means “the variable is safe to change by a designer during runtime. Avoid setting its value in code”. If you plan to localize, separate all your strings to one location.There are many ways to do this. One way is to define a Text class with a public string field for each string, with defaults set to English, for example. Other languages subclass this and re-initialize the fields with the language equivalents. Custom classes that require updating should not access global static time.

You will likely want to edit this automatic alignment and you can do so with the Start Corner, Start Axis, or Child Alignment properties. The parent controls the “cell size” of the children as well. You can use the EventTriggercomponent on a SelectableUI element to expose additional event types in the Inspector. This is useful if you want to make a UI or scene change dynamically based on user input other than OnClick. The Visualize button shows the focus flow in the Scene view. The RectTransformis the base component of all UI elements.

In the primary class, define public variables of each type defined as above. Define separate classes for groups of variables. Here is a stripped down example of a UI component that allows the user to select a weapon from a list of choices. The only thing these classes know about the game is the Weapon class .

Step 4 Class Design

Whether you’re new to creating with Unity or not, we all can acknowledge tips and tricks that will enhance our work process. These tips and tricks are based on my personal experience while working with projects. I am not sure whether these tips are applicable to every project or not. I have put a list of awesome tips and tricks that you should know and can also implement it.

You can edit multiple lines in Visual Studio instead of copying and pasting each time. @LiamSorta reinforces a simple and impactful strategy for potentially massive performance gains. You know you want perf wins, yes you do. Long story short, not all your code needs to run at the FPS Update()interval.

unity tips and tricks

This is especially a problem if you decide not to use it and want to remove it. Decide and stick to a branching strategy. Because scenes and prefabs cannot be smoothly merged, branching is slightly more complicated. However you decide to use branches, it should work with your scene and prefab sharing strategy. Adopt a scene and prefab sharing strategy. In general, more than one person should not work on the same scene or prefab.

Unity Messages Custom Color

It is a great idea to reuse what you have already made and allow it to blur into the story. Thus, pooling is a good option if you have not considered it already. Profiler is to provide significant insights about the timing, statistical information, and memory of the blueprint. You also get to learn more about Game object Instantiate from the Profiler window. You can set your own “Platform Custom #defines” to quickly add or remove features from your game’s build.

Speaking of colors, have you ever needed to set a gradient in the editor to manipulate through script. Great for setting status effects on players, like poisoned. We use this all the JavaScript function time to quickly scale or increase values. Any of the fields in the inspector can evaluate equations. This means you do not have to figure out the math for decreasing the scale by 20%.

A LayoutElementcomponent with no flexible width is necessary for this to work. For a Mask, the mask area is based on the attached image component. Transparency in the image cuts out the visible area of its children. You can uncheck Show Mask Graphic to hide the graphic itself but still provide the mask area, nice. For masking, simply have a Panel nested inside another Panel where PanelA is larger than PanelB.

  • Due to how Unity handles its .csproj files, it does not seem possible to install packages automatically.
  • The challenge is that not all UI elements are interested in receiving updates.
  • The main objective of this blog post is to share basic tips about Unity with Unity Developers.
  • He gets a huge sense of pride in knowing that he can make a difference in helping people create incredible games.

However, if at some point the base material needs its shader, textures or parameters changed, you would need to update all previously created ones. Yet, sometimes, the objective is to actually kill a given script to open a slot for another one. One example is changing between AI behaviours. The knowledge to differentiate between a gameObject and its components is crucial to avoid unwanted behaviour in the key parts of your gameplay. Unity is a cross-platform game engine, and here we will embrace Unity and Unity3D best practices that will make you a better game developer.

Thankfully @akaSurreal suggests a nice approach to accomplish this using Unity’s BuildPipeline class. Check it out in this Unity forum thread. Do you ever wish PlayerPrefs.SetBool and PlayerPrefs.GetBool methods existed? When targeting iOS, is your framerate capped to 30fps? Use Application.targetFrameRateto get that 60fps. This can be used when targeting any platform btw.

See for example Debugging Unity games in Visual Studio. Use DisallowMultipleComponent to prevent multiple instances of the same component to be attached. Your actor can then always call GetComponent without having to worry what the behavior shoud be when there is more than one component attached). With more states, this type of code can become very messy; a state machine can make it a lot cleaner. State variables is the variables that completely determines your object’s current state, and are the variables you need to save if your game supports saving. It allows you to avoid having to write a lot of boilerplate code.

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