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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
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Updated: May 27, 2022
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Goldmile-Infobiz have different training methods and training courses for different candidates. With these Goldmile-Infobiz's targeted training, the candidates can pass the exam much easier. A lot of people who participate in the IT professional certification exam was to use Goldmile-Infobiz's practice questions and answers to pass the exam, so Goldmile-Infobiz got a high reputation in the IT industry.
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Developing your niche is very easy in the presence of the Professional-Data-Engineer Test Answers dumps. The credentials are not very difficult to achieve because like Professional-Data-Engineer Test Answers the acclaimed vendors are highly successful in the industry. If you need a boost in your career, then Goldmile-Infobiz is the site you have to opt for taking Professional-Data-Engineer Test Answers certification exams. Some of the vital features of the Professional-Data-Engineer Test Answers dumps of Goldmile-Infobiz are given below. Professional-Data-Engineer Test Answers dumps are the most verified and authentic braindumps that are used to pass the Professional-Data-Engineer Test Answers certification exam. The whole Professional-Data-Engineer Test Answers study material is approved by the expert.
Our Goldmile-Infobiz team devote themselves to studying the best methods to help you pass Professional-Data-Engineer Test Answers exam certification. From the time when you decide whether to purchase our Professional-Data-Engineer Test Answers exam software or not, we have provided you with comprehensive guarantees, including free demo download before buying, payment guarantee in purchase process, one-year free update service after you purchased Professional-Data-Engineer Test Answers exam software, and full refund guarantee of dump cost if you fail Professional-Data-Engineer Test Answers exam certification, which are all our promises to ensure customer interests.
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
Our ICF ICF-ACC quiz torrent can provide you with a free trial version, thus helping you have a deeper understanding about our ICF ICF-ACC test prep and estimating whether this kind of study material is suitable to you or not before purchasing. Although our Goldmile-Infobiz cannot reduce the difficulty of Peoplecert DevOps-SRE exam, what we can do is to help you reduce the difficulty of the exam preparation. You just need to give us your test documents and transcript, and then our Salesforce Health-Cloud-Accredited-Professional prep torrent will immediately provide you with a full refund, you will not lose money. Microsoft AB-730 - While others are surprised at your achievement, you might have found a better job. Our three kinds of SAP C-SIGVT-2506 real exam includes the new information that you need to know to pass the test.
Professional-Data-Engineer Test Answers - Google Latest Google Certified Professional-Data-Engineer Exam Test Sims - Goldmile-Infobiz
Help you in your career in your advantage successfully. As long as you have the Google Professional-Data-Engineer Test Answers certification, you will be treated equally by all countries. Goldmile-Infobiz's Google Professional-Data-Engineer Test Answers exam training material is the best training materials on the Internet. You can find their real comments in the comments sections. There must be good suggestions for you on the Professional-Data-Engineer Test Answers learning quiz as well. Dreams and hopes are important, but more important is to go to practice and prove.
Google Cloud Certified Professional-Data-Engineer The dumps are provided by Goldmile-Infobiz.
Google Cloud Certified Professional-Data-Engineer Test Answers - Google Certified Professional Data Engineer Exam Our Goldmile-Infobiz provide the most comprehensive information and update fastest. However, our promise of "No help, full refund" doesn't shows our no confidence to our products; oppositely, it expresses our most sincere and responsible attitude to reassure our customers. With our professional Boot Camp Professional-Data-Engineer exam software, you will be at ease about your Boot Camp Professional-Data-Engineer exam, and you will be satisfied with our after-sale service after you have purchased our Boot Camp Professional-Data-Engineer exam software.
Goldmile-Infobiz have different training methods and training courses for different candidates. With these Goldmile-Infobiz's targeted training, the candidates can pass the exam much easier. A lot of people who participate in the IT professional certification exam was to use Goldmile-Infobiz's practice questions and answers to pass the exam, so Goldmile-Infobiz got a high reputation in the IT industry.
Google Professional-Data-Engineer Test Answers - It is absolutely trustworthy website.
Developing your niche is very easy in the presence of the Professional-Data-Engineer Test Answers dumps. The credentials are not very difficult to achieve because like Professional-Data-Engineer Test Answers the acclaimed vendors are highly successful in the industry. If you need a boost in your career, then Goldmile-Infobiz is the site you have to opt for taking Professional-Data-Engineer Test Answers certification exams. Some of the vital features of the Professional-Data-Engineer Test Answers dumps of Goldmile-Infobiz are given below. Professional-Data-Engineer Test Answers dumps are the most verified and authentic braindumps that are used to pass the Professional-Data-Engineer Test Answers certification exam. The whole Professional-Data-Engineer Test Answers study material is approved by the expert.
Our Goldmile-Infobiz team devote themselves to studying the best methods to help you pass Professional-Data-Engineer Test Answers exam certification. From the time when you decide whether to purchase our Professional-Data-Engineer Test Answers exam software or not, we have provided you with comprehensive guarantees, including free demo download before buying, payment guarantee in purchase process, one-year free update service after you purchased Professional-Data-Engineer Test Answers exam software, and full refund guarantee of dump cost if you fail Professional-Data-Engineer Test Answers exam certification, which are all our promises to ensure customer interests.
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
Our ICF ICF-ACC quiz torrent can provide you with a free trial version, thus helping you have a deeper understanding about our ICF ICF-ACC test prep and estimating whether this kind of study material is suitable to you or not before purchasing. Although our Goldmile-Infobiz cannot reduce the difficulty of Peoplecert DevOps-SRE exam, what we can do is to help you reduce the difficulty of the exam preparation. You just need to give us your test documents and transcript, and then our Salesforce Health-Cloud-Accredited-Professional prep torrent will immediately provide you with a full refund, you will not lose money. Microsoft AB-730 - While others are surprised at your achievement, you might have found a better job. Our three kinds of SAP C-SIGVT-2506 real exam includes the new information that you need to know to pass the test.
