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Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1 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: 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 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: 4 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
QUESTION NO: 5 You are designing the database schema for a machine learning-based food ordering service that will predict what users want to eat. Here is some of the information you need to store: * The user profile: What the user likes and doesn't like to eat * The user account information: Name, address, preferred meal times * The order information: When orders are made, from where, to whom The database will be used to store all the transactional data of the product. You want to optimize the data schema. Which Google Cloud Platform product should you use? A. BigQuery B. Cloud Datastore C. Cloud SQL D. Cloud Bigtable Answer: A
We hope that the SAP C-S4CS-2508 learning braindumps you purchased are the best for you. It has been widely recognized that the SAP C-ARCIG-2508 exam can better equip us with a newly gained personal skill, which is crucial to individual self-improvement in today’s computer era. SAP C-BCWME-2504 - I know you must want to get a higher salary, but your strength must match your ambition! Esri EAEP2201 - They use professional knowledge and experience to provide training materials for people ready to participate in different IT certification exams. Generally speaking, SAP C_ABAPD_2507 certification has become one of the most authoritative voices speaking to us today.
Updated: May 27, 2022
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Professional-Data-Engineer Reliable Exam Dumps Questions exam questions every year for your prospective dream.
Our Professional-Data-Engineer Reliable Exam Dumps Questions practice quiz is unique in the market.
During the exam, you would be familiar with the questions, which you have practiced in our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Reliable Exam Dumps Questions question dumps. And our website has already became a famous brand in the market because of our reliable Reliable Professional-Data-Engineer Exam Collection Pdf exam questions. Different from all other bad quality practice materials that cheat you into spending much money on them, our Reliable Professional-Data-Engineer Exam Collection Pdf exam materials are the accumulation of professional knowledge worthy practicing and remembering.
We will provide high quality assurance of Professional-Data-Engineer Reliable Exam Dumps Questions exam questions for our customers with dedication to ensure that we can develop a friendly and sustainable relationship. First of all, we have security and safety guarantee, which mean that you cannot be afraid of virus intrusion and information leakage since we have data protection acts, even though you end up studying Professional-Data-Engineer Reliable Exam Dumps Questions test guide of our company, we will absolutely delete your personal information and never against ethic code to sell your message to the third parties. Secondly, our Professional-Data-Engineer Reliable Exam Dumps Questions exam questions will spare no effort to perfect after-sales services.
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The high quality and high efficiency of Professional-Data-Engineer Reliable Exam Dumps Questions study guide make it stand out in the products of the same industry. Our Professional-Data-Engineer Reliable Exam Dumps Questions exam materials have always been considered for the users. If you choose our products, you will become a better self. Professional-Data-Engineer Reliable Exam Dumps Questions actual exam want to contribute to your brilliant future. With our Professional-Data-Engineer Reliable Exam Dumps Questions learning braindumps, you can not only get the certification but also learn a lot of the professional knowledge.
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Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1 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: 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 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: 4 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
QUESTION NO: 5 You are designing the database schema for a machine learning-based food ordering service that will predict what users want to eat. Here is some of the information you need to store: * The user profile: What the user likes and doesn't like to eat * The user account information: Name, address, preferred meal times * The order information: When orders are made, from where, to whom The database will be used to store all the transactional data of the product. You want to optimize the data schema. Which Google Cloud Platform product should you use? A. BigQuery B. Cloud Datastore C. Cloud SQL D. Cloud Bigtable Answer: A
We hope that the SAP C-S4CS-2508 learning braindumps you purchased are the best for you. It has been widely recognized that the SAP C-ARCIG-2508 exam can better equip us with a newly gained personal skill, which is crucial to individual self-improvement in today’s computer era. SAP C-BCWME-2504 - I know you must want to get a higher salary, but your strength must match your ambition! Esri EAEP2201 - They use professional knowledge and experience to provide training materials for people ready to participate in different IT certification exams. Generally speaking, SAP C_ABAPD_2507 certification has become one of the most authoritative voices speaking to us today.
And whatever the version is the users can learn the Professional-Data-Engineer Reliable Exam Dumps Questions guide torrent at their own pleasures. The titles and the answers are the same and you can use the product on the computer or the cellphone or the laptop. We provide three versions of Professional-Data-Engineer Reliable Exam Dumps Questions study materials to the client and they include PDF version, PC version and APP online version. Based on the statistics, prepare the exams under the guidance of our Professional-Data-Engineer Reliable Exam Dumps Questions practice materials, the user's pass rate is up to 98% to 100%, And they only need to practice latest Professional-Data-Engineer Reliable Exam Dumps Questions exam dump to hours. As the old saying goes, "Everything starts from reality, seeking truth from facts." This means that when we learn the theory, we end up returning to the actual application. We stipulate the quality and accuracy of Professional-Data-Engineer Reliable Exam Dumps Questions exam questions every year for your prospective dream.
Our Professional-Data-Engineer Reliable Exam Dumps Questions practice quiz is unique in the market.
During the exam, you would be familiar with the questions, which you have practiced in our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Reliable Exam Dumps Questions question dumps. And our website has already became a famous brand in the market because of our reliable Reliable Professional-Data-Engineer Exam Collection Pdf exam questions. Different from all other bad quality practice materials that cheat you into spending much money on them, our Reliable Professional-Data-Engineer Exam Collection Pdf exam materials are the accumulation of professional knowledge worthy practicing and remembering.
We will provide high quality assurance of Professional-Data-Engineer Reliable Exam Dumps Questions exam questions for our customers with dedication to ensure that we can develop a friendly and sustainable relationship. First of all, we have security and safety guarantee, which mean that you cannot be afraid of virus intrusion and information leakage since we have data protection acts, even though you end up studying Professional-Data-Engineer Reliable Exam Dumps Questions test guide of our company, we will absolutely delete your personal information and never against ethic code to sell your message to the third parties. Secondly, our Professional-Data-Engineer Reliable Exam Dumps Questions exam questions will spare no effort to perfect after-sales services.
Google Professional-Data-Engineer Reliable Exam Dumps Questions - The free demo has three versions.
The high quality and high efficiency of Professional-Data-Engineer Reliable Exam Dumps Questions study guide make it stand out in the products of the same industry. Our Professional-Data-Engineer Reliable Exam Dumps Questions exam materials have always been considered for the users. If you choose our products, you will become a better self. Professional-Data-Engineer Reliable Exam Dumps Questions actual exam want to contribute to your brilliant future. With our Professional-Data-Engineer Reliable Exam Dumps Questions learning braindumps, you can not only get the certification but also learn a lot of the professional knowledge.
Where is a will, there is a way. And our Professional-Data-Engineer Reliable Exam Dumps Questions exam questions are the exact way which can help you pass the exam and get the certification with ease.
Professional-Data-Engineer PDF DEMO:
QUESTION NO: 1 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: 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 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: 4 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
QUESTION NO: 5 You are designing the database schema for a machine learning-based food ordering service that will predict what users want to eat. Here is some of the information you need to store: * The user profile: What the user likes and doesn't like to eat * The user account information: Name, address, preferred meal times * The order information: When orders are made, from where, to whom The database will be used to store all the transactional data of the product. You want to optimize the data schema. Which Google Cloud Platform product should you use? A. BigQuery B. Cloud Datastore C. Cloud SQL D. Cloud Bigtable Answer: A
We hope that the SAP C-S4CS-2508 learning braindumps you purchased are the best for you. It has been widely recognized that the SAP C-ARCIG-2508 exam can better equip us with a newly gained personal skill, which is crucial to individual self-improvement in today’s computer era. SAP C-BCWME-2504 - I know you must want to get a higher salary, but your strength must match your ambition! Esri EAEP2201 - They use professional knowledge and experience to provide training materials for people ready to participate in different IT certification exams. Generally speaking, SAP C_ABAPD_2507 certification has become one of the most authoritative voices speaking to us today.
