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HDPCD action - Hortonworks Data Platform Certified Developer Updated: 2024 | ||||||||
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Exam Code: HDPCD Hortonworks Data Platform Certified Developer action January 2024 by Killexams.com team | ||||||||
HDPCD Hortonworks Data Platform Certified Developer Test Detail: The Hortonworks Data Platform Certified Developer (HDPCD) exam is designed to assess a candidate's knowledge and skills in developing applications using Hortonworks Data Platform (HDP). Here is a detailed description of the test, including the number of questions and time allocation, course outline, exam objectives, and exam syllabus. Number of Questions and Time: The HDPCD exam typically consists of a set of hands-on coding exercises that assess a candidate's ability to develop applications using HDP components. The number of exercises may vary, but candidates are usually given a time limit of 2 to 4 hours to complete the exam. The specific number of questions and time allocation may vary depending on the exam version and administration. Course Outline: The course outline for the HDPCD exam covers various aspects of developing applications on the Hortonworks Data Platform. The outline may include the following key areas: 1. Hadoop Fundamentals: - Understanding Hadoop architecture and components - Working with Hadoop Distributed File System (HDFS) - Managing and processing data using MapReduce 2. Data Ingestion and Processing: - Importing and exporting data to/from HDP - Using Apache Hive for data querying and analysis - Implementing data transformations using Apache Pig 3. Data Storage and Management: - Working with Apache HBase for NoSQL database operations - Managing data using Apache Oozie workflows - Implementing data partitioning and compression techniques 4. Data Analysis and Visualization: - Performing data analysis using Apache Spark - Visualizing data using Apache Zeppelin or Apache Superset - Utilizing machine learning algorithms with Apache Spark MLlib Exam Objectives: The objectives of the HDPCD exam are to evaluate candidates' proficiency in developing applications on the Hortonworks Data Platform. The exam aims to assess the following key skills: 1. Understanding Hadoop fundamentals and its ecosystem components. 2. Implementing data ingestion and processing using tools like Hive and Pig. 3. Managing and analyzing data using HBase, Oozie, and Spark. 4. Demonstrating proficiency in coding with Hadoop APIs and frameworks. 5. Applying best practices for data storage, management, and analysis. Exam Syllabus: The exam syllabus for the HDPCD exam typically includes a set of hands-on coding exercises that test candidates' ability to solve real-world problems using HDP components. The exercises may cover subjects such as data ingestion, data processing, data storage, data analysis, and data visualization. Candidates should be familiar with the syntax and usage of Hadoop APIs and tools, including MapReduce, Hive, Pig, HBase, Oozie, and Spark. Candidates should refer to the official HDPCD exam documentation, study materials, and resources provided by Hortonworks or authorized training partners for accurate and up-to-date information on the specific subjects and content covered in the exam. It is recommended to allocate sufficient time for exam preparation, including hands-on practice with HDP components and solving coding exercises. | ||||||||
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Other Hortonworks examsHDPCD Hortonworks Data Platform Certified DeveloperHadoop-PR000007 Hortonworks Certified Apache Hadoop 2.0 Developer (Pig and Hive Developer) | ||||||||
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| Hortonworks HDPCD Hortonworks Data Platform Certified Developer https://killexams.com/pass4sure/exam-detail/HDPCD Question: 97 You write MapReduce job to process 100 files in HDFS. Your MapReduce algorithm uses TextInputFormat: the mapper applies a regular expression over input values and emits key- values pairs with the key consisting of the matching text, and the value containing the filename and byte offset. Determine the difference between setting the number of reduces to one and settings the number of reducers to zero. A. There is no difference in output between the two settings. B. With zero reducers, no reducer runs and the job throws an exception. With one reducer, instances of matching patterns are stored in a single file on HDFS. C. With zero reducers, all instances of matching patterns are gathered together in one file on HDFS. With one reducer, instances of matching patterns are stored in multiple files on HDFS. D. With zero reducers, instances of matching patterns are stored in multiple files on HDFS. With one reducer, all instances of matching patterns are gathered together in one file on HDFS. Answer: D Explanation: * It is legal to set the number of reduce-tasks to zero if no reduction is desired. In this case the outputs of the map-tasks go directly to the FileSystem, into the output path set by setOutputPath(Path). The framework does not sort the map-outputs before writing them out to the FileSystem. * Often, you may want to process input data using a map function only. To do this, simply set mapreduce.job.reduces to zero. The MapReduce framework will not create any reducer tasks. Rather, the outputs of the mapper tasks will be the final output of the job. Note: Reduce In this phase the reduce(WritableComparable, Iterator, OutputCollector, Reporter) method is called for each The output of the reduce task is typically written to the FileSystem via OutputCollector.collect(WritableComparable, Writable). Applications can use the Reporter to report progress, set application-level status messages and update Counters, or just indicate that they are alive. The output of the Reducer is not sorted. Question: 98 Indentify the utility that allows you to create and run MapReduce jobs with any executable or script as the mapper and/or the reducer? 51 A. Oozie B. Sqoop C. Flume D. Hadoop Streaming E. mapred Answer: D Explanation: Hadoop streaming is a utility that comes with the Hadoop distribution. The utility allows you to create and run Map/Reduce jobs with any executable or script as the mapper and/or the reducer. Reference: http://hadoop.apache.org/common/docs/r0.20.1/streaming.html (Hadoop Streaming, second sentence) Question: 99 Which one of the following statements is true about a Hive-managed table? A. Records can only be added to the table using the Hive INSERT command. B. When the table is dropped, the underlying folder in HDFS is deleted. C. Hive dynamically defines the schema of the table based on the FROM clause of a SELECT query. D. Hive dynamically defines the schema of the table based on the format of the underlying data. Answer: B Question: 100 You need to move a file titled �weblogs� into HDFS. When you try to copy the file, you can�t. You know you have ample space on your DataNodes. Which action should you take to relieve this situation and store more files in HDFS? A. Increase the block size on all current files in HDFS. B. Increase the block size on your remaining files. C. Decrease the block size on your remaining files. D. Increase the amount of memory for the NameNode. E. Increase the number of disks (or size) for the NameNode. 52 F. Decrease the block size on all current files in HDFS. Answer: C Question: 101 Which process describes the lifecycle of a Mapper? A. The JobTracker calls the TaskTracker�s configure () method, then its map () method and finally its close () method. B. The TaskTracker spawns a new Mapper to process all records in a single input split. C. The TaskTracker spawns a new Mapper to process each key-value pair. D. The JobTracker spawns a new Mapper to process all records in a single file. Answer: B Explanation: For each map instance that runs, the TaskTracker creates a new instance of your mapper. Note: * The Mapper is responsible for processing Key/Value pairs obtained from the InputFormat. The mapper may perform a number of Extraction and Transformation functions on the Key/Value pair before ultimately outputting none, one or many Key/Value pairs of the same, or different Key/Value type. * With the new Hadoop API, mappers extend the org.apache.hadoop.mapreduce.Mapper class. This class defines an 'Identity' map function by default - every input Key/Value pair obtained from the InputFormat is written out. Examining the run() method, they can see the lifecycle of the mapper: /** * Expert users can override this method for more complete control over the * execution of the Mapper. * @param context * @throws IOException */ public void run(Context context) throws IOException, InterruptedException { setup(context); while (context.nextKeyValue()) { map(context.getCurrentKey(), context.getCurrentValue(), context); } cleanup(context); 53 } setup(Context) - Perform any setup for the mapper. The default implementation is a no-op method. map(Key, Value, Context) - Perform a map operation in the given Key / Value pair. The default implementation calls Context.write(Key, Value) cleanup(Context) - Perform any cleanup for the mapper. The default implementation is a no-op method. Reference: Hadoop/MapReduce/Mapper Question: 102 Which one of the following files is required in every Oozie Workflow application? A. job.properties B. Config-default.xml C. Workflow.xml D. Oozie.xml Answer: C Question: 103 Which one of the following statements is FALSE regarding the communication between DataNodes and a federation of NameNodes in Hadoop 2.2? A. Each DataNode receives commands from one designated master NameNode. B. DataNodes send periodic heartbeats to all the NameNodes. C. Each DataNode registers with all the NameNodes. D. DataNodes send periodic block reports to all the NameNodes. Answer: A Question: 104 In a MapReduce job with 500 map tasks, how many map task attempts will there be? 54 A. It depends on the number of reduces in the job. B. Between 500 and 1000. C. At most 500. D. At least 500. E. Exactly 500. Answer: D Explanation: From Cloudera Training Course: Task attempt is a particular instance of an attempt to execute a task � There will be at least as many task attempts as there are tasks � If a task attempt fails, another will be started by the JobTracker � Speculative execution can also result in more task attempts than completed tasks Question: 105 Review the following 'data' file and Pig code. Which one of the following statements is true? A. The Output Of the DUMP D command IS (M,{(M,62.95102),(M,38,95111)}) B. The output of the dump d command is (M, {(38,95in),(62,95i02)}) C. The code executes successfully but there is not output because the D relation is empty D. The code does not execute successfully because D is not a valid relation Answer: A Question: 106 Which one of the following is NOT a valid Oozie action? 55 A. mapreduce B. pig C. hive D. mrunit Answer: D Question: 107 Examine the following Hive statements: Assuming the statements above execute successfully, which one of the following statements is true? A. Each reducer generates a file sorted by age B. The SORT BY command causes only one reducer to be used C. The output of each reducer is only the age column D. The output is guaranteed to be a single file with all the data sorted by age Answer: A Question: 108 Your client application submits a MapReduce job to your Hadoop cluster. Identify the Hadoop daemon on which the Hadoop framework will look for an available slot schedule a MapReduce operation. A. TaskTracker B. NameNode C. DataNode D. JobTracker E. Secondary NameNode 56 Answer: D Explanation: JobTracker is the daemon service for submitting and tracking MapReduce jobs in Hadoop. There is only One Job Tracker process run on any hadoop cluster. Job Tracker runs on its own JVM process. In a typical production cluster its run on a separate machine. Each slave node is configured with job tracker node location. The JobTracker is single point of failure for the Hadoop MapReduce service. If it goes down, all running jobs are halted. JobTracker in Hadoop performs following actions(from Hadoop Wiki:) Client applications submit jobs to the Job tracker. The JobTracker talks to the NameNode to determine the location of the data The JobTracker locates TaskTracker nodes with available slots at or near the data The JobTracker submits the work to the chosen TaskTracker nodes. The TaskTracker nodes are monitored. If they do not submit heartbeat signals often enough, they are deemed to have failed and the work is scheduled on a different TaskTracker. A TaskTracker will notify the JobTracker when a task fails. The JobTracker decides what to do then: it may resubmit the job elsewhere, it may mark that specific record as something to avoid, and it may may even blacklist the TaskTracker as unreliable. When the work is completed, the JobTracker updates its status. Client applications can poll the JobTracker for information. Reference: 24 Interview Questions & Answers for Hadoop MapReduce developers, What is a JobTracker in Hadoop? How many instances of JobTracker run on a Hadoop Cluster? 57 For More exams visit https://killexams.com/vendors-exam-list Kill your exam at First Attempt....Guaranteed! | ||||||||
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Gravity. Photo: Courtesy of Warner Bros. Pictures/? 2013 Warner Bros. Entertainment Inc. This list is frequently updated as titles leave and join Netflix. *New additions are indicated with an asterisk. Netflix has made headlines by investing in highbrow dramas that win Oscars. But sometimes you don’t want that! Sometimes you just want to escape the increasingly insane world out there into an action movie. Netflix has made a few of their own, but the bulk of the best action films on their service are still Hollywood blockbusters from ‘90s modern classics to more accurate box office hits to films that may have slipped under your radar. From Ridley Scott to Michael Mann, here are the best action movies currently on Netflix. The BatmanYear: 2022 Matt Reeves now owns the saga of the Dark Knight as a sequel to this March 2022 action blockbuster has already been announced. Dropping on HBO Max while it was still in theaters and now unleashed into the rest of the streamers, The Batman is an ambitious epic reboot of the legendary hero, anchored by Reeves’s craft and fascinating performances from Robert Pattinson, Zoe Kravitz, Paul Dano, and many more. The Big 4Year: 2022 Have you seen The Night Comes for Us? You would remember if you have because director Timo Tjahjanto is a maniac, a madman who choreographs and shoots action scenes like no one else in the world right now. He returned in late 2022 for his Netflix original about a group of assassins who are forced into action when someone kills their mentor. It’s kind of like a live-action Looney Tunes with bazookas. Bullet TrainYear: 2022 It feels like this movie was actually a bigger hit on Netflix, where it popped up in the top ten for weeks after it dropped in December 2022. It makes sense because it’s the perfect fit for when you’re looking for something to turn your brain off to for a couple hours. Brad Pitt stars as an assassin who ends up on a train filled with fellow assassins, and, well, things get expectedly violent. It’s a goofy movie, but it works on Netflix. DesperadoYear: 1995 Hot on the heels of the DIY movie that made him a star, El Mariachi, Robert Rodriguez basically remade that indie hit with a bigger budget in this 1995 action flick that stars Antonio Banderas in the title role. He’s a musician who sets out to get vengeance against the drug lord who killed his lover. It also features a breakthrough performance by Salma Hayek. DuneYear: 2021 The directorial king of the smart blockbusters released another one in 2021 in his highly acclaimed adaptation of the Frank Herbert novels, which premiered on HBO Max along with theaters for a brief window on its way to massive worldwide acclaim and success. Timothée Chalamet stars in this sci-fi epic that was actually the most Oscar-winning film of 2021, taking home six trophies. Part Two was delayed until 2024 because of the strike, but the first half of this story is on Netflix to make the pain easier to take. Godzilla vs. KongYear: 2021 Adam Wingard (The Guest) directs this ultimate team-up between titans and he brings a playful glee to the entire project. It’s a B-movie on a A-budget — consistently ridiculous but also nonstop fun — and it really delivers in terms of “understanding the assignment.” Wingard knows that these movies need to be larger than life escapism and that’s exactly what he delivers. *GravityYear: 2013 Alfonso Cuarón’s Oscar winner has rarely been on streaming services so take this chance to watch this sci-fi masterpiece while you can. Sandra Bullock gives arguably her best performance as an astronaut who gets stranded in space, forced to find her way back to Earth on her own. Yes, it plays best in theaters, but it’s a movie worth watching in whatever manner possible. Hardcore HenryYear: 2015 Have you ever wanted to see a movie that replicated the feel of playing a first-person shooter video game? Then Hardcore Henry is the one for you. The plot doesn’t really matter—there’s something about experiments and lost memories and whatever—as this is all an exercise in style. Writer/director Ilya Naishuller straps viewers into the perspective of his increasingly powerful hero and then unleashes him on enemies who want to stop him. At its peak, it’s got some adrenaline-pumping lunacy that’s admirable. The Harder They FallYear: 2021 The Harder They Fall came and went too fast in late 2021 and deserves to find a bigger audience on Netflix. The phenomenal Jonathan Majors stars in this stylish Western with tons of attitude, memorable characters, and brilliant set pieces. He’s joined by Idris Elba, Zazie Beetz, Regina King, Delroy Lindo, Lakeith Stanfield, Danielle Deadwyler, and many more in a film that feels like it will become bigger as its incredible cast become acting legends. HeatYear: 1995 Robert De Niro and Al Pacino star in one of the best movies of the ‘90s, a stunning cat-and-mouse game between a career criminal and a workaholic cop. The book release of Heat 2 in 2022 brought a lot of people back to this movie, one that has held up remarkably well over the nearly three decades since it was released. It’s a masterpiece. *John WickYear: 2014 The one that started it all! Actually, all of the first three films in the series about the assassin who destroys worlds when his dog gets murdered are on Netflix, just waiting for the excellent fourth film to join them. Have a marathon and admire the incredible stunt choreography and charismatic leading man work from Keanu Reeves. There’s not a bad film in this franchise. *Jurassic ParkYear: 1993 An instant classic when it was released in 1993, Steven Spielberg’s dinosaur blockbuster spawned a franchise that’s still humming almost three decades later with the 2022 release of the wildly successful Dominion. The first three films in the series, including Spielberg’s sequel The Lost World, are on Netflix right now, alongside the pretty fun Camp Cretaceous. The KillerYear: 2023 Michael Fassbender gives his best performance in years as an icy hired assassin who struggles to hold things together when a job goes horribly wrong. It’s a movie about a self-proclaimed perfectionist who is constantly defying his own voiceover, a great film that’s alternately hysterical and thrilling. One of the best of 2023. The RaidYear: 2011 Sometimes branded as The Raid: Redemption, this is quite simply one of the best action movies of the 2010s. It moves like a speeding bullet, telling the story of a police squad that gets caught in a building run by a ruthless drug lord, who basically turns the entire building into a deadly gauntlet. RRRYear: 2022 One of the biggest films in the world in 2022, this crazy action flick really took off in the United States when it dropped on Netflix. It’s hard to put into words just how much movie you get with RRR. It’s kind of all the movies — musical, romance, comedy, action, drama. Whatever you’re looking for, it’s in here. You’ll want to watch it twice. SilveradoYear: 1985 The great Lawrence Kasdan co-wrote and directed one of the best Westerns of its era, a film with a rock-star ensemble of young ‘80s actors. Silverado stars Kevin Kline, Scott Glenn, Danny Glover, and Kevin Costner in the lead roles and they’re ably assisted by an incredible supporting cast that features Brian Dennehy, John Cleese, Jeff Goldblum, Rosanna Arquette, and Linda Hunt. This is a smart, funny Western that has stood the test of time. SkyfallYear: 2012 The Daniel Craig era of James Bond has come to a close and so now history can look back and appreciate his entire run. Is the best film of his five the centerpiece? Arguably. This epic unpacking of the history of 007 is gorgeously shot by Roger Deakins and perfectly directed by Sam Mendes. It features a strong villain performance from Javier Bardem and great supporting work from Albert Finney and Judi Dench. Heck, it even has a killer theme song. SnowpiercerYear: 2013 Bong Joon-ho became a household name (at least in cinephile circles) when he won the Oscar for Parasite, but he had a hit before that in this 2013 sci-fi action flick starring Chris Evans, Song Kang-ho, Tilda Swinton, Octavia Spencer, and John Hurt. It’s a brilliant allegory for society as a train has been divided into classes per car, and the peasants form a revolt. Visually striking and narratively ambitious, this is a film that only seems to grow in esteem with each passing year, especially now that Bong is increasingly famous. Spider-Man: Across the Spider-VerseYear: 2023 What a gift to Netflix subscribers for this to already be on the service so soon after playing in theaters and landing on Blu-ray. This is how you do a big-budget blockbuster sequel, developing the themes of the first movie and setting up the stake for what now appears will be one of the best trilogies in superhero history. Packed with so much detail and creativity, it’s a film you’ll want to watch over and over again. Triple FrontierYear: 2019 One of the most underrated Netflix originals, this early 2019 film was written by Mark Boal (The Hurt Locker) and directed by the man who helmed Margin Call. The great ensemble here includes Ben Affleck, Oscar Isaac, Charlie Hunnam, Garrett Hedlund, and Pedro Pascal in the story of a group of former U.S. soldiers who plan and (poorly) execute a heist in South America. This is an old-fashioned action movie with a great modern cast. The Wandering EarthYear: 2019 One of the biggest movies of the last decade is a Chinese film that most people in the United States haven’t even seen. Making almost $700 million worldwide, this is the kind of blockbuster that the MCU kind of pushed out — a crazy, end-of-the-world disaster movie with a Roland Emmerich aesthetic and ridiculous special effects. It’s almost overwhelming in its onslaught of crazy but sometimes you just want to see things go boom on a massive scale. Note: There’s a sequel in theaters now that will hopefully be on Netflix soon too. The Woman KingYear: 2022 Living legend Viola Davis stars in this retelling of the all-female warriors of the kingdom of Dahomey in the 19th century. She plays General Nansica, who trains young women to follow in her footsteps, and leads a rock star ensemble of future stars that includes Thuso Mbedu, Lashana Lynch, and Sheila Atim. You’ll know all their names soon enough. If you subscribe to a service through their links, Vulture may earn an affiliate commission. ‘Fast Charlie’Rent or buy on most major platforms. I never knew I needed to hear Pierce Brosnan with a Southern accent until Phillip Noyce’s “Fast Charlie.” The former Bond plays the titular “problem solver,” as he calls himself, cooler than a summer breeze. A turf war between his boss, Stan (James Caan in one of his final film roles) and a New Orleans gangster named Beggar (Gbenga Akinnagbe) results in the apparent murder of Stan and his entire crew, pushing Charlie to seek vengeance before Beggar finds him, too. Charlie’s predicament also envelops his lover, Marcie (Morena Baccarin), a sharp-talking taxidermist. Charlie is rendered in the mold of John Wick, if Wick remained in the biz until his real retirement age. Brosman moves quietly and efficiently while leaning on smartly delivered one-liners. “What do you want?” Beggar asks. “You, not breathing,” Charlie retorts. Some old dogs do well without new tricks. ‘The Dirty South’Another Southern revenge story, this time in Northern Louisiana, occurs in the writer-director Matthew Yerby’s grim and gritty “The Dirty South.” Weighed down by an alcoholic father and an absent, ne’er-do-well mother, Sue Parker (Willa Holland) is on the verge of losing her family bar to the town’s wealthy patriarch, Jeb Roy (Dermot Mulroney), if she doesn’t come up with $30,000 in three days. Lucky for her, Dion (Shane West), a petty pickpocket from an equally broken family, just rolled through town. Sue teams up with Dion to rob Jeb, striking a blow to Jeb’s fief. At its heart, “The Dirty South” is a heist flick. The resourceful Dion teaches the determined Sue the tricks of his trade and quickly falls in love with her. The climatic heist, a brawling affair between Sue and Jeb, is soundtracked by “Carol of the Bells,” ripping the bow from Yerby’s rough and tumble holiday treat. ‘Hard Days’Having previously written about “A Family” and the “The Village,” I’m persistently on the lookout for the Japanese director Michihito Fujii’s next film. His special interest in random bystanders who become stuck in larger, nefarious webs re-emerges in his slick, unhinged remake of the Korean action film “A Hard Day.” Fujii’s “Hard Days” opens on Detective Kudo (Junichi Okada) accidentally hitting a pedestrian with his car. This victim turns out to be at the heart of a battle between a corrupt internal affairs investigator, Yazaki (Go Ayano), who’s tasked with retrieving a key to a vault, and the elderly gangster (Akira Emoto) who is intent on stealing its contents. The messy situation immerses Kudo into a pure comedy, turning scenes requiring subterfuge — a traffic stop or his mother’s funeral — into hilarious near catastrophes. Okada builds his performance from broad physical gags toward a showdown against a crazed Yazaki among the tombstones of a Buddhist temple, not unlike the ending to the classic western “The Good, the Bad and the Ugly.” Their battle of the wills even leaves an opening for a sequel. ‘The Legend and Hag of Shaolin’The Chinese director Zhang Dicai’s “The Legend and Hag of Shaolin,” with its faceless white-clad cult following its holy goddess on a trail to a MacGuffin treasure map, certainly qualifies as offbeat. Zhang leans into the comedic potential of this otherworldly premise through the two martial arts warriors — Hong (Gu Shangwei) and Shiyu (Zhao Wenzhuo) — who take the map into hiding. In a country village, the pair run an acupuncture clinic that, despite their best efforts to lay low, becomes a hit with the town’s women. Though corrupt martial arts masters, a romance and a major twist arise, the lighter-than-air fighting is the film’s primary vehicle. Clean frames and fluid choreography imbue Hong’s leaps and slides with balletic grace. The Foley artists, the key engine to any good action film, propel these staged confrontations, making Hong’s trusty spear sound like a whistling crystal searching for blood. ‘Robbing Mussolini’Pietro (Pietro Castellitto) is a small-time gun runner, who, with his sharpshooting partner Marcello (Tommaso Ragno), works to earn a living during the waning days of World War II. Though Pietro deals with the resistance, he isn’t a revolutionary. He’s on the side of earning the kind of money he hopes will impress his girlfriend, Yvonne (Matilda De Angelis), who happens to be the mistress of Achille Borsalino (Filippo Timi), a brutal Fascist commander. After hearing about the Italian leadership’s plan to flee the country with a bounty of gold, Pietro forms a team to steal the treasure first. The Italian director Renato De Maria’s “Robbing Mussolini” is an inspired blending of “Inglourious Basterds” and “Sunset Boulevard,” relying on lush period detail, ornate Art Deco sets and resplendent gowns emblazoned with intoxicating splashes of red. The heist itself, in a nearly impregnable square surrounded by high walls, barbed wire and snipers, is equally imaginative: Long tracking shots capture the bevy of explosions and well-choreographed firefights, with biting precision and arresting flair, on an audacious scale. By completing this form, you are joining their People Power volunteer program and agreeing to receive emails, calls, or texts from the ACLU, its state affiliates, and their representatives about ways to take action and support the ACLU. To learn more about how People Power uses your data, please see their Privacy Policy. This year delivered no shortage of high-octane thrills and action spectacle at the movie theater. From long-awaited sequels that built on famous franchises to refreshing original stories, 2023 featured an eclectic mix of films guaranteed to get your adrenaline pumping. Which were the best of the best? TheWrap picks the 10 must-see action movies from the past year. From historical battle reenactments to super-powered showdowns, these films covered the full range of the genre. Grab some popcorn as they countdown 2023’s best action movies. 
Guardians of the Galaxy Vol. 3 “Guardians of the Galaxy Vol. 3” blends James Gunn’s trademark humor and heart, delivering a poignant yet fun-filled story about the Guardians’ makeshift family. Gunn gives Rocket Raccoon’s story particularly moving depth. The action also thrills, with a spectacular hallway fight scene rivaling any in the MCU. While bidding farewell to characters and a director that fans have grown deeply attached to over the trilogy, Vol. 3 underscores why “Guardians” remains one of the MCU’s best franchises. 
SISU “Sisu” is a high-octane action flick perfect for genre fans. Director Jalmari Helander delivers intense, gritty combat sequences in this story about an ex-soldier living in 1945 Finland. With Nazis ravaging the countryside, Aatami Korpi battles lethal obstacles to reach the city and cash in his gold bounty. Creative fights play out among mid-air landmine explosions and underwater knife duels. “Sisu” doesn’t reinvent action cinema, but it provides relentless excitement through memorable stunt work and battle scenes. For viewers craving practical carnage and cool kills, “Sisu” satisfies with its simple plot that’s a mere backdrop for exhilarating action. 
Shin Kamen Rider For those feeling nostalgic for the campy appeal of “Mighty Morphin Power Rangers,” look no further than “Shin Kamen Rider.” This lively adaptation infuses the classic Japanese superhero franchise with an affectionate tribute to all things retro and cool. Directed by renowned anime visionary Hideaki Anno, known for the influential series “Neon Genesis Evangelion,” this live-action Kamen Rider installment truly allows the fan favorite character to fight with frenetic energy like never before. Whether you grew up with a passion for heroes in colorful spandex suits or just appreciate some good old-fashioned monster battling fun, “Shin Kamen Rider” delivers a long-overdue dose of Morphin madness for the young at heart. 
Godzilla Minus One Arriving late in the year to claim the title of most pleasantly surprising action flick is “Godzilla Minus One.” Released just weeks ago, this Japanese monster movie masterpiece from director Takashi Yamazaki outshines even the year’s biggest budget blockbusters. Despite reportedly costing only $15 million to make, “Godzilla Minus One” is a visual marvel. Centered on former WWII pilot Koichi Shikishima as he and the rest of Japan attempt to rebuild in the aftermath of devastating war, this human drama suddenly gives way to spectacular kaiju battles when Godzilla emerges from the ocean. Interweaving tender character moments with jaw-dropping monster mayhem, “Godzilla Minus One” represents the iconic movie monster at its finest. Exceeding all expectations, this is a capstone for the ages to close out 2023’s action offerings. 
Silent Night Hong Kong action auteur John Woo makes a triumphant Hollywood return directing the no-dialogue, gritty crime drama “Silent Night.” Joel Kinnaman stars as electrician Brian Godlock whose son gets killed in a drive-by shooting in the middle of a gang beef one fateful Christmas Eve. What ensues is an exhilarating thrill-ride punctuated by Woo’s trademark balletic gun-fu sequences. Woo flexes the full range of his directorial talents, from elegant bullet ballets to white-knuckle car chase scenes that pay homage to his finest ’90s work. Tense stand-offs, athletic martial arts combat, and a brooding turn from Kinnaman make “Silent Night” a blast of adrenaline-fueled noir. Woo’s long-awaited Hollywood comeback blazes back into the action genre he helped define, positioning “Silent Night” among 2023’s most electrifying standouts. 
Mission Impossible: Dead Reckoning – Part 1 Tom Cruise proves 60 is just a number in the “Mission: Impossible – Dead Reckoning Part 1,” a two-part action saga so epic one film couldn’t contain its stunt spectacle. As tenacious spy Ethan Hunt, Cruise laughs in the face of mortality, topping the airborne feats of “Top Gun: Maverick” by sending Hunt careening off a cliff atop a motorcycle. Director Christopher McQuarrie, no stranger to showcasing Cruise’s seemingly superhuman physicality after 2018’s “Fallout,” captures the star’s devotion to practical stunt work that leaves jaws on the floor. “Dead Reckoning Part 1” offers a parade of edge-of-your-seat sequences with Cruise at the center, ever defiant of his age or the limits of possibility. 
Creed III Bringing the world of boxing anime to vivid life, “Creed III” sees franchise star Michael B. Jordan take the director’s chair for a deeply personal tale of honor and vengeance, inside and outside the ring. Jordan returns as Adonis Creed, whose dominance faces an existential threat when childhood friend and formerly incarcerated fighter Damian (Jonathan Majors) emerges hungry to claim his status as an undisputed champ. Channeling classic fighting series like “Ashita no Joe,” Jordan injects slick combat visuals directly inspired by the frenetic sparring and emotional gut punches of the best martial arts manga. 
Napoleon Ridley Scott brings his trademark epic grandeur to “Napoleon,” with sweeping battle scenes highlighting the French emperor’s ruthless conquest of Europe. Joaquin Phoenix stars as the French general hellbent on victory at any cost. Scott’s propulsive camerawork thrusts viewers straight into the chaos of 19th-century warfare: cavalry charges, cannon fire and other brutal combat. The director stages these sequences not just with flashy scale, but with visceral impact emphasizing the loss of life, with soldiers continually mowed down en masse. The action feels immediate and thrilling yet serves a solemn anti-war message tallying the dead left in Napoleon’s wake. Carrying the firepower of films like “Gladiator” and “Kingdom of Heaven,” “Napoleon” proves Scott remains unmatched in staging hard-hitting war epics. 
Extraction 2 “Extraction 2” proves American action cinema is alive and well. Bringing back Chris Hemsworth’s black ops hero Tyler Rake after his presumed death in the first film, director Sam Hargrave raises the sequel’s narrative and action stakes. Hargrave delivers the genre’s future while acknowledging its past, including an audacious 21-minute one-shot prison riot with fiery stunt work. As Rake struggles with morality, the film features some of the most thrilling sequences yet, like a train/helicopter duel. Perfectly balancing engaging characters and over-the-top escapism, “Extraction 2” signals a bright future for slick, crowd-pleasing Hollywood action. Hargrave and “Avengers” writer Joe Russo have advanced the franchise to new heights, blending emotional drama with ridiculous, breathtaking set pieces in one wildly fun package. 
John Wick: Chapter 4 “John Wick: Chapter 4” delivers the epic, barn-burning finale this action saga deserves. Keanu Reeves’ endlessly tormented assassin endures his ultimate gauntlet in a quest for freedom, with Chad Stahelski subjecting Wick to one jaw-dropping set piece after another. From a clash within Osaka’s Continental, to nightclub combat with an unrecognizable Scott Adkins, the film racks up masterful sequences leading to a show-stopping Paris standoff. Stahelski saves the best for last with an extended chase across rooftops and through landmarks as Wick fends off endless pursuers. A fitting close to the 21st-century’s defining action franchise, “Chapter 4” grants Wick and fans alike the rousing last ride they demanded, though leaving the door ajar for more butt-kicking adventures. Motif-ation mattersThe Creator. Photo: Oren Soffer/20th Century Studios This post is updated regularly as movies leave and enter Hulu. *New additions are indicated with an asterisk. It’s time to have some fun. Let’s put down all the serious, Oscar-winning dramas, leave the documentaries for another day, and forget about that TV season that everyone tells you that you should be watching. There’s a reason that the most successful genre on the home market has been the same for over a generation now: People love action movies. They allow us to escape reality and enter a world where the good guy (usually) wins the day. These are the best action flicks currently on Hulu, updated monthly. 13 AssassinsYear: 2011 Takashi Miike has directed over 100 movies, and this is one of the best, a stylish throwback to samurai cinema of old anchored by the modern filmmaking prowess of one of the best filmmakers alive. A remake of Eiichi Kudo’s 1963 film, this is loosely based on real events from 1844 when 12 samurai and a hunter worked together to assassinate the leader of the Akashi clan. It’s a perfect balance of storytelling and sprays of samurai blood. AkiraYear: 1988 Animated action! Anyone who thinks a Japanese anime film from the ‘80s doesn’t deserve a spot on this list simply hasn’t seen Akira, a movie that feels more influential with each film that copies its template. Based on the 1982 manga of the same name and set in the oh-so-distant future of 2019, this story of a biker with telekinetic abilities has influenced dozens of action and sci-fi project. It gets better every time you watch it. (Note: Both the dubbed and subtitled versions are on Hulu.) *Con AirYear: 1997 Nicolas Cage leads one of his best ensembles in this hit about a plane full of convicts that gets hijacked. Of course, Cage plays the “good criminal,” a guy sentenced to ten years for defending his pregnant wife. He finds himself the only possible savior on a plane full of real bad guys that includes John Malkovich, Steve Buscemi, Ving Rhames, and Danny Trejo. *The CreatorYear: 2023 Yes, the script here gets a little clunky and cribs a bit too much from other sci-fi films, but history is going to come around to The Creator for one reason: It looks stunning. It’s not just the blend of tactile cinematography and cutting-edge special effects, it’s the kind of visual language that’s almost always missing from Hollywood blockbusters. Gareth Edwards’ film will find an audience in the future. Get on the bandwagon early. Deep Blue SeaYear: 1999 Giant sharks + charismatic actors = something worth watching on Hulu. It’s been fun to watch this B-movie guilty pleasure build a following in the quarter-century since its release. It’s so popular still that there was a cheap sequel released not that long ago. It’s the story of genetically engineered sharks who attack people played by Saffron Burrows, Thomas Jane, LL Cool J, and Samuel L. Jackson, who has (spoiler!) one of the best death scenes in the history of action movies. Edge of TomorrowYear: 2014 Also known as Live Die Repeat, this is one of the best video game movies even if it’s not technically a video game movie. It’s about a guy (Tom Cruise) who respawns every time he dies, taking what he learned from the previous attempt to try and defeat an alien race. That’s kind of how video games work. This movie rules, partially because it also includes a fantastic Emily Blunt supporting performance. Escape RoomYear: 2019 How did it take so long for Hollywood to make this one? A clever, enjoyable B-movie, this thriller flick takes the concept of an escape room to extremes, and it ended up making over $150 million worldwide, leading to a 2021 sequel. Taylor Russell and Logan Miller lead a group of people who end up having to survive a series of increasingly dangerous escape rooms. *Godzilla vs. KongYear: 2021 Adam Wingard (The Guest) directs this ultimate team-up between titans and he brings a playful glee to the entire project. It’s a B-movie on an A-movie budget—consistently ridiculous but also nonstop fun—and it really delivers in terms of “understanding the assignment.” Wingard knows that these movies need to be larger than life escapism and that’s exactly what he delivers. *HeatYear: 1995 Robert De Niro and Al Pacino star in one of the best movies of the ‘90s, a stunning cat-and-mouse game between a career criminal and a workaholic cop. The book release of Heat 2 in 2022 brought a lot of people back to this movie, one that has held up remarkably well over the nearly three decades since it was released. It’s a masterpiece. Jumanji: Welcome to the JungleYear: 2017 This massive blockbuster actually isn’t on streaming services that often, so take this chance while you can on Hulu. Kevin Hart, Dwayne Johnson, Jack Black, and Karen Gillan star as the avatar versions of four teens who end up transported into a video game. A massive hit when it was released, it’s already produced one sequel, with another in development. It’s a lot of fun. *The Matrix ResurrectionsYear: 2021 Almost two decades after the release of The Matrix Revolutions, the Wachowskis returned to the world of Neo and Trinity with a brave, daring new vision that questions the very existence of this film. A truly subversive piece of blockbuster filmmaking, it’s also an undeniably imperfect movie, but its ambition should make it worth another look for those who dismissed it on single viewing. *The MummyYear: 1999 Brendan Fraser has had a career resurgence with his Oscar win for The Whale and his divisive role in Killers of the Flower Moon, so it’s a perfect time to revisit arguably his most popular film. It’s the one that should have kept him a star for decades—a wonderful adventure film that playfully updates the template that includes Indiana Jones and dates back to Errol Flynn. The entire trilogy is on Hulu. Ong Bak: The Thai WarriorYear: 2005 In 2003, action movie fans were looking for the next Jackie Chan or Jet Li and they found a martial arts superstar in Tony Jaa, who had his breakout film in Ong-Bak, the story of a Muay Thai master in a small village in Thailand who ventures to retrieve the stolen head of an ancient statue for his people. The film was a hit, producing two sequels, also both on Hulu. Pacific RimYear: 2013 One of the most underrated action movies of its era, Guillermo del Toro’s ode to giant monster movies is an unpretentious delight, a movie that understands its B-movie origins and what people need from a flick about massive robots fighting enormous monsters. Charlie Hunnam, Idris Elba, and Charlie Day star in a movie that kinda underperformed initially but has built a loyal following over the last decade. PreyYear: 2022 The director of 10 Cloverfield Lane clearly knows how to make unexpected films in hit franchises and that’s exactly what he delivers in one of the biggest original film hits in the history of Hulu. A prequel to Predator, Prey details what happened when the alien killing machine crossed paths with a Comanche woman (Amber Midthunder) three centuries ago. Shadow in the CloudYear: 2020 Chloe Grace Moretz stars in this clever genre hybrid that starts as a study of sexism on a fighter plane over the Pacific during World War II and then becomes basically an alien movie. Moretz is the first unexpected passenger on the plane; a gremlin who seems to be trying to take it down is a bigger problem. Lean and mean, this is a ridiculous B-movie, but don’t question the logic, just enjoy the ride. SnowpiercerYear: 2013 Bong Joon-ho became a household name (at least in cinephile circles) when he won the Oscar for Parasite, but he had a hit before that in this sci-fi action flick starring Chris Evans, Song Kang-ho, Tilda Swinton, Octavia Spencer, and John Hurt. It’s a brilliant allegory for society as a train has been divided into classes per car, and the peasants form a revolt. Visually striking and narratively ambitious, Snowpiercer is a film that only seems to grow in esteem with each passing year, especially now that Bong is increasingly famous. UnderwaterYear: 2020 Dumped in theaters just before the pandemic broke the industry forever, this underrated thriller has already developed something of a following on VOD and then HBO Max before now sliding over to Hulu. Kristen Stewart stars as a worker on an underwater drilling facility who discovers something ancient under the water. Half disaster movie and half monster movie, it’s a lot of fun. *War of the WorldsYear: 2005 The star and director of Minority Report reunited for this phenomenal adaptation of the classic H.G. Wells tale about the end of the world. Tom Cruise plays an ordinary guy who tries to survive the day the enemy aliens arrived in this incredibly well-directed action epic that plays well as escapism but can also be read as one of the first great movies about 9/11. *X-Men: First ClassYear: 2011 The entire X-Universe was essentially rebooted in Matthew Vaughn’s great superhero film, one that turned the series from the somber tone of the ‘00s flicks to something more playful and fun. James McAvoy took on Professor X and Michael Fassbender stepped into the metal boots of Magneto for this smart prequel with style to spare. It’s held up well as one of the better superhero movies of the 2010s. If you subscribe to a service through their links, Vulture may earn an affiliate commission. If you’re looking to spice things up in the dead of winter, the best action movies on Netflix right now can do the trick. This month is an especially interesting one as Max has released its exclusive hold over the DC Extended Universe. While the DCEU isn’t exactly enthralling, it does bring some quality additions to Netflix’s action library. Read on for the complete list for December. We’ve also curated guides to the best action movies on Amazon Prime, the best action movies on Disney+, and the best action movies on Hulu if you’re looking for additional recommendations. Digital Trends streaming roundup Editors' Recommendations | ||||||||
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