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You can review the approach before you buy. Actual4dump offers a free PDF demo for Hortonworks Data Platform Certified Developer, letting you sample the HDPCD practice material and see how the 110-question set is presented in 2026.

Hortonworks HDPCD Exam Overview:

Certification Vendor:Cloudera (formerly Hortonworks)
Exam Name:Hortonworks Data Platform Certified Developer (HDPCD) Exam
Exam Number:HDPCD
Available Languages:English
Related Certifications:Hortonworks Data Platform Certified Administrator (HDPCA)
Cloudera Certified Associate (CCA)
Exam Format:Performance-based (hands-on lab exam)
Recommended Training:Cloudera Training and Certification Courses
Exam Registration:Cloudera Certification Registration
Sample Questions: DOWNLOAD DEMO
Exam Way:Online performance-based lab exam
Pre Condition:Basic knowledge of Hadoop ecosystem, Linux command line, and programming experience (Java or scripting languages recommended).
Official Syllabus URL:https://www.cloudera.com/about/training/certification.html

Hortonworks HDPCD Exam Syllabus Topics:

SectionObjectives
Scripting and Workflow Tools- Oozie
  • 1. Workflow orchestration for Hadoop jobs
    - Pig
    • 1. Pig Latin scripting for data transformation
      MapReduce Programming- MapReduce job development
      • 1. Input/output formats
        • 2. Mapper and Reducer logic
          Data Ingestion and Movement- Sqoop
          • 1. Import/export between RDBMS and HDFS
            - Flume
            • 1. Streaming data ingestion pipelines
              Hadoop Ecosystem Fundamentals- YARN (Yet Another Resource Negotiator)
              • 1. Resource management and scheduling
                - HDFS (Hadoop Distributed File System)
                • 1. File operations and HDFS commands
                  • 2. Data storage architecture and replication
                    Data Processing with Hive- HiveQL
                    • 1. Joins, aggregations, and transformations
                      • 2. Writing queries for data analysis
                        - Hive data modeling
                        • 1. Tables, partitions, and bucketing

                          Frequently Asked Questions for the Hortonworks HDPCD Exam

                          The HDPCD exam, Hortonworks Data Platform Certified Developer, assesses whether a candidate can apply Hortonworks knowledge to the skills measured by this credential. It is associated with the Hortonworks Data Platform Certified Developer certification. The certification is positioned at the Professional level. Related credentials include Hortonworks Data Platform Certified Administrator (HDPCA), Cloudera Certified Associate (CCA).

                          The stated prerequisite information for Hortonworks Data Platform Certified Developer is: Basic knowledge of Hadoop ecosystem, Linux command line, and programming experience (Java or scripting languages recommended). Before registering, review the eligibility details on the official exam page to confirm the requirements.

                          You can register for Hortonworks Data Platform Certified Developer through the following channels:

                          The available exam delivery format is Online performance-based lab exam.

                          The following official training resources are recommended for Hortonworks Data Platform Certified Developer:

                          After reviewing these training options, you can reinforce each topic with 110 practice questions from Actual4dump.

                          Yes. Actual4dump provides a free PDF demo so you can review the format and quality of the Hortonworks Data Platform Certified Developer practice questions before placing an order. Your purchase includes 365 days of free updates, and you can extend the update service after expiration at a 50% discount.

                          If you take the corresponding HDPCD exam within 60 days of purchase and do not pass, you may apply for a full refund under the 100% Money Back Guarantee. Claims based on an exam taken within 3 days of purchase are not eligible; free materials, expired orders, and downloaded products that were not used before sitting for the exam are also excluded. The candidate name must match the payer name.

                          To apply, submit a scanned enrollment slip and the official Score Report PDF within 2 days after the exam. Eligible requests are processed within 7 days. If you prefer an alternative, you may receive two free products of equal value and keep the update service for your original purchase.

                          Delivery is instant after payment. Your download is also sent to your email within one minute; if it has not arrived within 2 hours, contact customer service. There is no limit on the number of computers on which the material can be installed.

                          The published Hortonworks Data Platform Certified Developer outline contains 5 major domains. The opening domains include:

                          • Data Processing with Hive (official weight not provided)
                          • MapReduce Programming (official weight not provided)
                          • Scripting and Workflow Tools (official weight not provided)

                          Review the complete Exam Topics section above for every domain and subtopic before planning your study time.

                          Hortonworks Data Platform Certified Developer Sample Questions:

                          Analyze each scenario below and indentify which best describes the behavior of the default partitioner?

                          • A. The default partitioner computes the hash of the value and takes the mod of that value with the number of reducers. The result determines the reducer assigned to process the key-value pair.
                          • B. The default partitioner implements a round-robin strategy, shuffling the key-value pairs to each reducer in turn. This ensures an event partition of the key space.
                          • C. The default partitioner computes the hash of the key and divides that valule modulo the number of reducers. The result determines the reducer assigned to process the key-value pair.
                          • D. The default partitioner computes the hash of the key. Hash values between specific ranges are associated with different buckets, and each bucket is assigned to a specific reducer.
                          • E. The default partitioner assigns key-values pairs to reduces based on an internal random number generator.
                          Answer: C

                          Explanation: Only visible for Actual4dump members. You can sign-up / login (it's free).

                          Given a directory of files with the following structure: line number, tab character, string:
                          Example: 1abialkjfjkaoasdfjksdlkjhqweroij 2kadfjhuwqounahagtnbvaswslmnbfgy 3kjfteiomndscxeqalkzhtopedkfsikj
                          You want to send each line as one record to your Mapper. Which InputFormat should you use to complete the line: conf.setInputFormat (____.class) ; ?

                          • A. SequenceFileInputFormat
                          • B. SequenceFileAsTextInputFormat
                          • C. KeyValueFileInputFormat
                          • D. BDBInputFormat
                          Answer: C

                          Explanation: Only visible for Actual4dump members. You can sign-up / login (it's free).

                          You use the hadoop fs -put command to write a 300 MB file using and HDFS block size of 64 MB. Just after this command has finished writing 200 MB of this file, what would another user see when trying to access this life?

                          • A. They would see no content until the whole file written and closed.
                          • B. They would see Hadoop throw an ConcurrentFileAccessException when they try to access this file.
                          • C. They would see the current of the file through the last completed block.
                          • D. They would see the current state of the file, up to the last bit written by the command.
                          Answer: C

                          You wrote a map function that throws a runtime exception when it encounters a control character in input data. The input supplied to your mapper contains twelve such characters totals, spread across five file splits. The first four file splits each have two control characters and the last split has four control characters.
                          Indentify the number of failed task attempts you can expect when you run the job with mapred.max.map.attempts set to 4:

                          • A. You will have twenty failed task attempts
                          • B. You will have twelve failed task attempts
                          • C. You will have five failed task attempts
                          • D. You will have forty-eight failed task attempts
                          • E. You will have seventeen failed task attempts
                          Answer: A

                          Explanation: Only visible for Actual4dump members. You can sign-up / login (it's free).

                          What is the term for the process of moving map outputs to the reducers?

                          • A. Reducing
                          • B. Combining
                          • C. Partitioning
                          • D. Shuffling and sorting
                          Answer: D

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