Partner – Microsoft – NPI EA (cat = Baeldung)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, visit the documentation page.

You can also ask questions and leave feedback on the Azure Container Apps GitHub page.

Partner – Microsoft – NPI EA (cat= Spring Boot)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, you can get started over on the documentation page.

And, you can also ask questions and leave feedback on the Azure Container Apps GitHub page.

Partner – Orkes – NPI EA (cat=Spring)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

Partner – Orkes – NPI EA (tag=Microservices)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

eBook – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
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Let's get started with a Microservice Architecture with Spring Cloud:

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eBook – Mockito – NPI EA (tag = Mockito)
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Mocking is an essential part of unit testing, and the Mockito library makes it easy to write clean and intuitive unit tests for your Java code.

Get started with mocking and improve your application tests using our Mockito guide:

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eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
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Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

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eBook – Reactive – NPI EA (cat=Reactive)
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Spring 5 added support for reactive programming with the Spring WebFlux module, which has been improved upon ever since. Get started with the Reactor project basics and reactive programming in Spring Boot:

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eBook – Java Streams – NPI EA (cat=Java Streams)
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Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

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eBook – Jackson – NPI EA (cat=Jackson)
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Do JSON right with Jackson

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eBook – HTTP Client – NPI EA (cat=Http Client-Side)
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Get the most out of the Apache HTTP Client

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eBook – Maven – NPI EA (cat = Maven)
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Get Started with Apache Maven:

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eBook – Persistence – NPI EA (cat=Persistence)
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Working on getting your persistence layer right with Spring?

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eBook – RwS – NPI EA (cat=Spring MVC)
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Building a REST API with Spring?

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Course – LS – NPI EA (cat=Jackson)
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Get started with Spring and Spring Boot, through the Learn Spring course:

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Course – RWSB – NPI EA (cat=REST)
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Explore Spring Boot 3 and Spring 6 in-depth through building a full REST API with the framework:

>> The New “REST With Spring Boot”

Course – LSS – NPI EA (cat=Spring Security)
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Yes, Spring Security can be complex, from the more advanced functionality within the Core to the deep OAuth support in the framework.

I built the security material as two full courses - Core and OAuth, to get practical with these more complex scenarios. We explore when and how to use each feature and code through it on the backing project.

You can explore the course here:

>> Learn Spring Security

Course – LSD – NPI EA (tag=Spring Data JPA)
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Spring Data JPA is a great way to handle the complexity of JPA with the powerful simplicity of Spring Boot.

Get started with Spring Data JPA through the guided reference course:

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Partner – MongoDB – NPI EA (tag=MongoDB)
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Traditional keyword-based search methods rely on exact word matches, often leading to irrelevant results depending on the user's phrasing.

By comparison, using a vector store allows us to represent the data as vector embeddings, based on meaningful relationships. We can then compare the meaning of the user’s query to the stored content, and retrieve more relevant, context-aware results.

Explore how to build an intelligent chatbot using MongoDB Atlas, Langchain4j and Spring Boot:

>> Building an AI Chatbot in Java With Langchain4j and MongoDB Atlas

Partner – LambdaTest – NPI EA (cat=Testing)
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Accessibility testing is a crucial aspect to ensure that your application is usable for everyone and meets accessibility standards that are required in many countries.

By automating these tests, teams can quickly detect issues related to screen reader compatibility, keyboard navigation, color contrast, and other aspects that could pose a barrier to using the software effectively for people with disabilities.

Learn how to automate accessibility testing with Selenium and the LambdaTest cloud-based testing platform that lets developers and testers perform accessibility automation on over 3000+ real environments:

Automated Accessibility Testing With Selenium

1. Overview

With a cron scheduler, we can automate repetitive tasks we’d otherwise need to handle manually. Additionally, the cron expression allows us to schedule jobs executing at the desired date and time.

For scheduling jobs in Java, we usually use the Quartz library. It’s an open-source solution for job scheduling written entirely in Java. Furthermore, if we’re working with the Spring framework, we can use the @Scheduled annotation to easily schedule tasks.

Although cron expression represents a powerful way to schedule tasks, its syntax can sometimes be confusing and overwhelming.

In this tutorial, we’ll examine the differences between the ? and the * symbols in cron expressions.

2. Fields in Cron Expression

Before we dive in, let’s explore the fields that can appear in the cron expressions.

In Quartz, a cron expression represents a string that involves up to seven fields separated by whitespace, each representing a specific unit of date and time:

Field Required Allowed Values Allowed Special Characters
Seconds Yes 0-59 , – * /
Minutes Yes 0-59 , – * /
Hours Yes 0-23 , – * /
Day of Month Yes 1-31 , – * / ? L W
Month Yes 0-11 (or JAN-DEC) , – * /
Day of Week Yes 1-7 (or SUN-SAT) , – * / ? L C #
Year No 1970-2099 (or empty) , – * /

As we can see in the table above, all fields are mandatory except the field that specifies a year. If we don’t provide a value, the job will be executed every year.

Additionally, the syntax for the Unix cron expressions is a bit different:

Field Required Allowed Values Allowed Special Characters
Minutes Yes 0-59 , – * /
Hours Yes 0-23 , – * /
Day of Month Yes 1-31 , – * /
Month Yes 1-12 (or JAN-DEC) , – * /
Day of Week Yes 0-6 (or SUN-SAT) , – * /

The Unix cron expression consists of five fields followed by the command we’d like to execute. Unlike Quartz, there aren’t specific fields where we’d specify seconds and years. It focuses on scheduling tasks for the current year.

It’s worth noting that the cron expression in Unix doesn’t allow the ? symbol to appear in the expression.

In the next sections, we’ll primarily focus on the cron expressions with the Quartz library.

3. The ? in Cron Expression

Next, let’s examine the question mark symbol (?) in the cron expression. Simply put, it represents no specific value.

We can use it only within the fields that specify the day of the month and the day of the week.

However, it’s important to note the day of the month and the day of the week fields are mutually exclusive. In other words, we can’t specify values for both fields in the same expression.

For instance, the following expression results in an error:

0 30 10 1 OCT 2 2023

Additionally, to easily understand the expression, let’s see it in the table:

Seconds Minutes Hours Day of Month Month Day of Week Year
0 30 10 1 OCT 2 2023

We set values for both the day of the month and the day of the week parameters, which isn’t supported with Quartz.

The cron expression would be invalid even if we use the day of the month that falls on the correct weekday:

0 30 10 30 OCT 2 2023

Here, the 30th of October in 2023 falls on a Monday, but the expression is still not valid.

Furthermore, since we’re required to set values for both fields, we need to put the ? symbol on one of them to indicate the value is unset. The field where we set ? will be ignored:

0 0 0 30 OCT ?

From the example, the job runs at midnight on the 30th of October, every year.

Additionally, the ? can appear only once in a cron expression. Setting both values with ? would result in an error as well:

0 30 * ? OCT ?

4. The * in Cron Expression

On the other hand, the asterisk (*) in the cron expression means all the values. To put it differently, we’d use it to set all the values defined for a specific field.

Furthermore, unlike the ?, we can use * within any field in the cron expression.

As an example, let’s create a cron expression where we’ll set all the values from the field representing the hours:

0 30 * 1 OCT ?

Next, let’s see in the tabular format:

Seconds Minutes Hours Day of Month Month Day of Week Year
0 30 * 1 OCT ? empty

The job executes on the first of October, at every hour, 30 minutes and 0 seconds.

Additionally, we can use the * for multiple fields as well:

* * * * OCT ?

This job runs every second, every day in October.

4.1. Day of Month and Day of Week in Linux Cron

When it comes to the day of the month and the weekday fields in Linux cron, they behave differently than the ones from Quartz.

Firstly, they’re not mutually exclusive. We can set both values in the same cron expression.

Secondly, if both fields contain values other than the asterisks, they form a union:

30 10 1 10 5

The job from the example above executes at 10:30 on the first of October and every Friday.

Lastly, if one of the values starts with the asterisk, they form an intersection:

30 10 */1 * 1

Here, the job runs at 10:30 on every day of the month only if it falls on Monday.

5. Comparison Between * and ?

To conclude, let’s list the main differences between the * and the ? special characters in the cron expression:

The * Symbol The ? Symbol
Stands for all allowed values of a specific field Means no specific value
Can be used in any field Can be used only in fields representing the day of the month and the day of the week
Used to specify all the values from the field Used to set empty value
Can appear multiple times in the same expression Only one can exist per expression

6. Conclusion

In this article, we learned the differences between the asterisk and the question mark special characters in cron expressions.

To sum up, we’d use the * in the field of a cron expression to include all allowed values for that specific field. On the contrary, the ? represents no specific value and can be used only within the day of month and day of week fields.

Since Quartz doesn’t support implementation for both of those fields, we need to use ? in one of them to leave the field empty.

Baeldung Pro – NPI EA (cat = Baeldung)
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Baeldung Pro comes with both absolutely No-Ads as well as finally with Dark Mode, for a clean learning experience:

>> Explore a clean Baeldung

Once the early-adopter seats are all used, the price will go up and stay at $33/year.

Partner – Microsoft – NPI EA (cat = Baeldung)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, visit the documentation page.

You can also ask questions and leave feedback on the Azure Container Apps GitHub page.

Partner – Microsoft – NPI EA (cat = Spring Boot)
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Azure Container Apps is a fully managed serverless container service that enables you to build and deploy modern, cloud-native Java applications and microservices at scale. It offers a simplified developer experience while providing the flexibility and portability of containers.

Of course, Azure Container Apps has really solid support for our ecosystem, from a number of build options, managed Java components, native metrics, dynamic logger, and quite a bit more.

To learn more about Java features on Azure Container Apps, visit the documentation page.

You can also ask questions and leave feedback on the Azure Container Apps GitHub page.

Partner – Orkes – NPI EA (cat = Spring)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

Partner – Orkes – NPI EA (tag = Microservices)
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Modern software architecture is often broken. Slow delivery leads to missed opportunities, innovation is stalled due to architectural complexities, and engineering resources are exceedingly expensive.

Orkes is the leading workflow orchestration platform built to enable teams to transform the way they develop, connect, and deploy applications, microservices, AI agents, and more.

With Orkes Conductor managed through Orkes Cloud, developers can focus on building mission critical applications without worrying about infrastructure maintenance to meet goals and, simply put, taking new products live faster and reducing total cost of ownership.

Try a 14-Day Free Trial of Orkes Conductor today.

eBook – HTTP Client – NPI EA (cat=HTTP Client-Side)
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The Apache HTTP Client is a very robust library, suitable for both simple and advanced use cases when testing HTTP endpoints. Check out our guide covering basic request and response handling, as well as security, cookies, timeouts, and more:

>> Download the eBook

eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
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Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

>> Download the eBook

eBook – Java Streams – NPI EA (cat=Java Streams)
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Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

>> Join Pro and download the eBook

eBook – Persistence – NPI EA (cat=Persistence)
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Working on getting your persistence layer right with Spring?

Explore the eBook

Partner – MongoDB – NPI EA (tag=MongoDB)
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Traditional keyword-based search methods rely on exact word matches, often leading to irrelevant results depending on the user's phrasing.

By comparison, using a vector store allows us to represent the data as vector embeddings, based on meaningful relationships. We can then compare the meaning of the user’s query to the stored content, and retrieve more relevant, context-aware results.

Explore how to build an intelligent chatbot using MongoDB Atlas, Langchain4j and Spring Boot:

>> Building an AI Chatbot in Java With Langchain4j and MongoDB Atlas

Course – LS – NPI EA (cat=REST)

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Get started with Spring Boot and with core Spring, through the Learn Spring course:

>> CHECK OUT THE COURSE

Course – LS – NPI (cat=Java)
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Get started with Spring Boot and with core Spring, through the Learn Spring course:

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eBook Jackson – NPI EA – 3 (cat = Jackson)
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