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NEW QUESTION: 1
How are keys and values presented and passed to the reducers during a standard sort and shuffle phase of MapReduce?
A. Keys are presented to a reducer in random order; values for a given key are not sorted.
B. Keys are presented to a reducer in random order; values for a given key are sorted in ascending order.
C. Keys are presented to reducer in sorted order; values for a given key are sorted in ascending order.
D. Keys are presented to reducer in sorted order; values for a given key are not sorted.
Answer: D
Explanation:
Reducer has 3 primary phases:
1.Shuffle
The Reducer copies the sorted output from each Mapper using HTTP across the network.
2.Sort
The framework merge sorts Reducer inputs by keys (since different Mappers may have output the same key).
The shuffle and sort phases occur simultaneously i.e. while outputs are being fetched they are merged.
SecondarySort
To achieve a secondary sort on the values returned by the value iterator, the application should extend the key with the secondary key and define a grouping comparator. The keys will be sorted using the entire key, but will be grouped using the grouping comparator to decide which keys and values are sent in the same call to reduce.
3. Reduce
In this phase the reduce(Object, Iterable, Context) method is called for each <key, (collection of values)> in the sorted inputs. The output of the reduce task is typically written to a RecordWriter via
TaskInputOutputContext.write(Object, Object). The output of the Reducer is not re-sorted. Reference: org.apache.hadoop.mapreduce, Class Reducer<KEYIN,VALUEIN,KEYOUT,VALUEOUT>
NEW QUESTION: 2
Cloud Pub / Subトピックからメッセージを受信し、その結果をEUのBigQueryデータセットに書き込むCloudDataflowでパイプラインを実行しています。現在、パイプラインはeurope-west4にあり、最大3つのワーカー、インスタンスタイプn1-standard-1があります。ピーク時には、3つのワーカーすべてが最大CPU使用率になっているときに、パイプラインがレコードをタイムリーに処理するのに苦労していることに気付きました。パイプラインのパフォーマンスを向上させるために実行できる2つのアクションはどれですか? (2つ選択してください。)
A. 新しいデータのバッファーとして機能する一時テーブルをCloudBigtableに作成します。パイプラインに新しいステップを作成して最初にこのテーブルに書き込み、次にCloudBigtableからBigQueryに書き込むための新しいパイプラインを作成します
B. CloudDataflowパイプラインのゾーンを変更してus-central1で実行する
C. 新しいデータのバッファーとして機能する一時テーブルをCloudSpannerに作成します。パイプラインに新しいステップを作成して最初にこのテーブルに書き込み、次にCloudSpannerからBigQueryに書き込む新しいパイプラインを作成します
D. CloudDataflowワーカーに大きなインスタンスタイプを使用する
E. 最大ワーカー数を増やす
Answer: C,D
NEW QUESTION: 3
A customer has a number of applications on different operating systems. These applications require
fail-over capability. The customer has chosen the appropriate cluster technology for each platform. With
which two cluster types is Hitachi Data Systems allowed to integrate? (Choose two.)
A. Continental Cluster
B. MetroCluster
C. Veritas Cluster
D. Sun Cluster
Answer: C,D
NEW QUESTION: 4
What all are the steps to perform -To enable type-ahead for an input field on a screen?
There are 3 correct answers to this question.
A. Check Pre-Requisites
B. Automatic updates of all the input fields
C.
D. Identify Elementary Search Help
E. Switch on proposal search for input fields
Answer: A,D,E
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