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Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1 MJTelco is building a custom interface to share data. They have these requirements: * They need to do aggregations over their petabyte-scale datasets. * They need to scan specific time range rows with a very fast response time (milliseconds). Which combination of Google Cloud Platform products should you recommend? A. Cloud Datastore and Cloud Bigtable B. Cloud Bigtable and Cloud SQL C. BigQuery and Cloud Bigtable D. BigQuery and Cloud Storage Answer: C
QUESTION NO: 2 You have Cloud Functions written in Node.js that pull messages from Cloud Pub/Sub and send the data to BigQuery. You observe that the message processing rate on the Pub/Sub topic is orders of magnitude higher than anticipated, but there is no error logged in Stackdriver Log Viewer. What are the two most likely causes of this problem? Choose 2 answers. A. Publisher throughput quota is too small. B. The subscriber code cannot keep up with the messages. C. The subscriber code does not acknowledge the messages that it pulls. D. Error handling in the subscriber code is not handling run-time errors properly. E. Total outstanding messages exceed the 10-MB maximum. Answer: B,D
QUESTION NO: 3 You work for an economic consulting firm that helps companies identify economic trends as they happen. As part of your analysis, you use Google BigQuery to correlate customer data with the average prices of the 100 most common goods sold, including bread, gasoline, milk, and others. The average prices of these goods are updated every 30 minutes. You want to make sure this data stays up to date so you can combine it with other data in BigQuery as cheaply as possible. What should you do? A. Store and update the data in a regional Google Cloud Storage bucket and create a federated data source in BigQuery B. Store the data in a file in a regional Google Cloud Storage bucket. Use Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Google Cloud Storage. C. Store the data in Google Cloud Datastore. Use Google Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Cloud Datastore D. Load the data every 30 minutes into a new partitioned table in BigQuery. Answer: D
QUESTION NO: 4 Which of these rules apply when you add preemptible workers to a Dataproc cluster (select 2 answers)? A. A Dataproc cluster cannot have only preemptible workers. B. Preemptible workers cannot store data. C. Preemptible workers cannot use persistent disk. D. If a preemptible worker is reclaimed, then a replacement worker must be added manually. Answer: A,B Explanation The following rules will apply when you use preemptible workers with a Cloud Dataproc cluster: Processing only-Since preemptibles can be reclaimed at any time, preemptible workers do not store data. Preemptibles added to a Cloud Dataproc cluster only function as processing nodes. No preemptible-only clusters-To ensure clusters do not lose all workers, Cloud Dataproc cannot create preemptible-only clusters. Persistent disk size-As a default, all preemptible workers are created with the smaller of 100GB or the primary worker boot disk size. This disk space is used for local caching of data and is not available through HDFS. The managed group automatically re-adds workers lost due to reclamation as capacity permits. Reference: https://cloud.google.com/dataproc/docs/concepts/preemptible-vms
QUESTION NO: 5 You have a query that filters a BigQuery table using a WHERE clause on timestamp and ID columns. By using bq query - -dry_run you learn that the query triggers a full scan of the table, even though the filter on timestamp and ID select a tiny fraction of the overall data. You want to reduce the amount of data scanned by BigQuery with minimal changes to existing SQL queries. What should you do? A. Recreate the table with a partitioning column and clustering column. B. Create a separate table for each I C. Use the LIMIT keyword to reduce the number of rows returned. D. Use the bq query - -maximum_bytes_billed flag to restrict the number of bytes billed. Answer: C
If you are unfamiliar with our Palo Alto Networks XSIAM-Engineer study materials, please download the free demos for your reference, and to some unlearned exam candidates, you can master necessities by our Palo Alto Networks XSIAM-Engineer training guide quickly. Cisco 200-201 - With the rapid development of the world economy and frequent contacts between different countries, the talent competition is increasing day by day, and the employment pressure is also increasing day by day. So are our PECB ISO-45001-Lead-Auditor exam braindumps! The sooner we can reply, the better for you to solve your doubts about Ping Identity PAP-001 training materials. There are so many advantages of our Salesforce Integration-Architect actual exam, and you are welcome to have a try!
Updated: May 27, 2022
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Google Cloud Certified Professional-Data-Engineer As an old saying goes: Practice makes perfect.
The latest Professional-Data-Engineer - Google Certified Professional Data Engineer Exam 100 Exam Coverage dumps collection covers everything you need to overcome the difficulty of real questions and certification exam. Our App online version of Professional-Data-Engineer Latest Test Collection Sheet study materials, it is developed on the basis of a web browser, as long as the user terminals on the browser, can realize the application which has applied by the Professional-Data-Engineer Latest Test Collection Sheet simulating materials of this learning model, users only need to open the App link, you can quickly open the learning content in real time in the ways of the Professional-Data-Engineer Latest Test Collection Sheet exam guide, can let users anytime, anywhere learning through our App, greatly improving the use value of our Professional-Data-Engineer Latest Test Collection Sheet exam prep.
You do not know what questions you may be faced with when attending the real test. Now, you need the Professional-Data-Engineer 100 Exam Coverage practice dumps which can simulate the actual test to help you. Our Professional-Data-Engineer 100 Exam Coverage training dumps can ensure you pass at first attempt.
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Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1 MJTelco is building a custom interface to share data. They have these requirements: * They need to do aggregations over their petabyte-scale datasets. * They need to scan specific time range rows with a very fast response time (milliseconds). Which combination of Google Cloud Platform products should you recommend? A. Cloud Datastore and Cloud Bigtable B. Cloud Bigtable and Cloud SQL C. BigQuery and Cloud Bigtable D. BigQuery and Cloud Storage Answer: C
QUESTION NO: 2 You have Cloud Functions written in Node.js that pull messages from Cloud Pub/Sub and send the data to BigQuery. You observe that the message processing rate on the Pub/Sub topic is orders of magnitude higher than anticipated, but there is no error logged in Stackdriver Log Viewer. What are the two most likely causes of this problem? Choose 2 answers. A. Publisher throughput quota is too small. B. The subscriber code cannot keep up with the messages. C. The subscriber code does not acknowledge the messages that it pulls. D. Error handling in the subscriber code is not handling run-time errors properly. E. Total outstanding messages exceed the 10-MB maximum. Answer: B,D
QUESTION NO: 3 You work for an economic consulting firm that helps companies identify economic trends as they happen. As part of your analysis, you use Google BigQuery to correlate customer data with the average prices of the 100 most common goods sold, including bread, gasoline, milk, and others. The average prices of these goods are updated every 30 minutes. You want to make sure this data stays up to date so you can combine it with other data in BigQuery as cheaply as possible. What should you do? A. Store and update the data in a regional Google Cloud Storage bucket and create a federated data source in BigQuery B. Store the data in a file in a regional Google Cloud Storage bucket. Use Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Google Cloud Storage. C. Store the data in Google Cloud Datastore. Use Google Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Cloud Datastore D. Load the data every 30 minutes into a new partitioned table in BigQuery. Answer: D
QUESTION NO: 4 Which of these rules apply when you add preemptible workers to a Dataproc cluster (select 2 answers)? A. A Dataproc cluster cannot have only preemptible workers. B. Preemptible workers cannot store data. C. Preemptible workers cannot use persistent disk. D. If a preemptible worker is reclaimed, then a replacement worker must be added manually. Answer: A,B Explanation The following rules will apply when you use preemptible workers with a Cloud Dataproc cluster: Processing only-Since preemptibles can be reclaimed at any time, preemptible workers do not store data. Preemptibles added to a Cloud Dataproc cluster only function as processing nodes. No preemptible-only clusters-To ensure clusters do not lose all workers, Cloud Dataproc cannot create preemptible-only clusters. Persistent disk size-As a default, all preemptible workers are created with the smaller of 100GB or the primary worker boot disk size. This disk space is used for local caching of data and is not available through HDFS. The managed group automatically re-adds workers lost due to reclamation as capacity permits. Reference: https://cloud.google.com/dataproc/docs/concepts/preemptible-vms
QUESTION NO: 5 You have a query that filters a BigQuery table using a WHERE clause on timestamp and ID columns. By using bq query - -dry_run you learn that the query triggers a full scan of the table, even though the filter on timestamp and ID select a tiny fraction of the overall data. You want to reduce the amount of data scanned by BigQuery with minimal changes to existing SQL queries. What should you do? A. Recreate the table with a partitioning column and clustering column. B. Create a separate table for each I C. Use the LIMIT keyword to reduce the number of rows returned. D. Use the bq query - -maximum_bytes_billed flag to restrict the number of bytes billed. Answer: C
If you are unfamiliar with our Palo Alto Networks XSIAM-Engineer study materials, please download the free demos for your reference, and to some unlearned exam candidates, you can master necessities by our Palo Alto Networks XSIAM-Engineer training guide quickly. Cisco 200-201 - With the rapid development of the world economy and frequent contacts between different countries, the talent competition is increasing day by day, and the employment pressure is also increasing day by day. So are our PECB ISO-45001-Lead-Auditor exam braindumps! The sooner we can reply, the better for you to solve your doubts about Ping Identity PAP-001 training materials. There are so many advantages of our Salesforce Integration-Architect actual exam, and you are welcome to have a try!
They are the core value and truly helpful with the greatest skills. We are leading company and innovator in this Professional-Data-Engineer 100 Exam Coverage exam area. We are grimly determined and confident in helping you pass the Professional-Data-Engineer 100 Exam Coverage exam. Our business policy is "products win by quality, service win by satisfaction". I just want to share with you that here is a valid Professional-Data-Engineer 100 Exam Coverage exam cram file with 100% pass rate and amazing customer service. Our Professional-Data-Engineer 100 Exam Coverage exam prep has already become a famous brand all over the world in this field since we have engaged in compiling the Professional-Data-Engineer 100 Exam Coverage practice materials for more than ten years and have got a fruitful outcome.
Google Cloud Certified Professional-Data-Engineer As an old saying goes: Practice makes perfect.
The latest Professional-Data-Engineer - Google Certified Professional Data Engineer Exam 100 Exam Coverage dumps collection covers everything you need to overcome the difficulty of real questions and certification exam. Our App online version of Professional-Data-Engineer Latest Test Collection Sheet study materials, it is developed on the basis of a web browser, as long as the user terminals on the browser, can realize the application which has applied by the Professional-Data-Engineer Latest Test Collection Sheet simulating materials of this learning model, users only need to open the App link, you can quickly open the learning content in real time in the ways of the Professional-Data-Engineer Latest Test Collection Sheet exam guide, can let users anytime, anywhere learning through our App, greatly improving the use value of our Professional-Data-Engineer Latest Test Collection Sheet exam prep.
You do not know what questions you may be faced with when attending the real test. Now, you need the Professional-Data-Engineer 100 Exam Coverage practice dumps which can simulate the actual test to help you. Our Professional-Data-Engineer 100 Exam Coverage training dumps can ensure you pass at first attempt.
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Get the latest Professional-Data-Engineer 100 Exam Coverage actual exam questions for Professional-Data-Engineer 100 Exam Coverage Exam. You can practice the questions on practice software in simulated real Professional-Data-Engineer 100 Exam Coverage exam scenario or you can use simple PDF format to go through all the real Professional-Data-Engineer 100 Exam Coverage exam questions. Our products are better than all the cheap Professional-Data-Engineer 100 Exam Coverage Exam braindumps you can find elsewhere, try free demo. You can pass your actual Professional-Data-Engineer 100 Exam Coverage Exam in first attempt. Our Professional-Data-Engineer 100 Exam Coverage exam material is good to pass the exam within a week. Goldmile-Infobiz is considered as the top preparation material seller for Professional-Data-Engineer 100 Exam Coverage exam dumps, and inevitable to carry you the finest knowledge on Professional-Data-Engineer 100 Exam Coverage exam certification syllabus contents.
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Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1 MJTelco is building a custom interface to share data. They have these requirements: * They need to do aggregations over their petabyte-scale datasets. * They need to scan specific time range rows with a very fast response time (milliseconds). Which combination of Google Cloud Platform products should you recommend? A. Cloud Datastore and Cloud Bigtable B. Cloud Bigtable and Cloud SQL C. BigQuery and Cloud Bigtable D. BigQuery and Cloud Storage Answer: C
QUESTION NO: 2 You have Cloud Functions written in Node.js that pull messages from Cloud Pub/Sub and send the data to BigQuery. You observe that the message processing rate on the Pub/Sub topic is orders of magnitude higher than anticipated, but there is no error logged in Stackdriver Log Viewer. What are the two most likely causes of this problem? Choose 2 answers. A. Publisher throughput quota is too small. B. The subscriber code cannot keep up with the messages. C. The subscriber code does not acknowledge the messages that it pulls. D. Error handling in the subscriber code is not handling run-time errors properly. E. Total outstanding messages exceed the 10-MB maximum. Answer: B,D
QUESTION NO: 3 You work for an economic consulting firm that helps companies identify economic trends as they happen. As part of your analysis, you use Google BigQuery to correlate customer data with the average prices of the 100 most common goods sold, including bread, gasoline, milk, and others. The average prices of these goods are updated every 30 minutes. You want to make sure this data stays up to date so you can combine it with other data in BigQuery as cheaply as possible. What should you do? A. Store and update the data in a regional Google Cloud Storage bucket and create a federated data source in BigQuery B. Store the data in a file in a regional Google Cloud Storage bucket. Use Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Google Cloud Storage. C. Store the data in Google Cloud Datastore. Use Google Cloud Dataflow to query BigQuery and combine the data programmatically with the data stored in Cloud Datastore D. Load the data every 30 minutes into a new partitioned table in BigQuery. Answer: D
QUESTION NO: 4 Which of these rules apply when you add preemptible workers to a Dataproc cluster (select 2 answers)? A. A Dataproc cluster cannot have only preemptible workers. B. Preemptible workers cannot store data. C. Preemptible workers cannot use persistent disk. D. If a preemptible worker is reclaimed, then a replacement worker must be added manually. Answer: A,B Explanation The following rules will apply when you use preemptible workers with a Cloud Dataproc cluster: Processing only-Since preemptibles can be reclaimed at any time, preemptible workers do not store data. Preemptibles added to a Cloud Dataproc cluster only function as processing nodes. No preemptible-only clusters-To ensure clusters do not lose all workers, Cloud Dataproc cannot create preemptible-only clusters. Persistent disk size-As a default, all preemptible workers are created with the smaller of 100GB or the primary worker boot disk size. This disk space is used for local caching of data and is not available through HDFS. The managed group automatically re-adds workers lost due to reclamation as capacity permits. Reference: https://cloud.google.com/dataproc/docs/concepts/preemptible-vms
QUESTION NO: 5 You have a query that filters a BigQuery table using a WHERE clause on timestamp and ID columns. By using bq query - -dry_run you learn that the query triggers a full scan of the table, even though the filter on timestamp and ID select a tiny fraction of the overall data. You want to reduce the amount of data scanned by BigQuery with minimal changes to existing SQL queries. What should you do? A. Recreate the table with a partitioning column and clustering column. B. Create a separate table for each I C. Use the LIMIT keyword to reduce the number of rows returned. D. Use the bq query - -maximum_bytes_billed flag to restrict the number of bytes billed. Answer: C
If you are unfamiliar with our Palo Alto Networks XSIAM-Engineer study materials, please download the free demos for your reference, and to some unlearned exam candidates, you can master necessities by our Palo Alto Networks XSIAM-Engineer training guide quickly. Cisco 200-201 - With the rapid development of the world economy and frequent contacts between different countries, the talent competition is increasing day by day, and the employment pressure is also increasing day by day. So are our PECB ISO-45001-Lead-Auditor exam braindumps! The sooner we can reply, the better for you to solve your doubts about Ping Identity PAP-001 training materials. There are so many advantages of our Salesforce Integration-Architect actual exam, and you are welcome to have a try!
