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171 Cards in this Set

  • Front
  • Back

What occurred in the past

No,


Yes


Yes

Data that is fully processed...

The same set of columns

Yes, No, Yes

Graph databases

Virtual Machine

Semi-structured

Semi-structured

A

C

A

Data engineer

B

Table, view, index

D

D

SSMS, DATA STUDIO, SSDT

Yes, no, yes

A

Yes, yes, yes

Yes, yes, yes

Yes, yes, yes

Table, column

No, no, yes

D

Yes, no, yes

C

A,D

Select, group by

B

D

C

B

B

Server level firewall

A

Firewall, authentication, encryption

A

Strong consistency guarantees are required

Keys

A view

BCE

D

A

Azure synapse analytics

Clustered index

Primary key

A view

C

Latency

Cognitive

Diagnostic, prescriptive, cognitive

Root obj, nested obj, nested array

Star schema, dimension

A

Clustered index

Transactional writes

Yes, yes, yes

CRM, DWH, DWH

Treemap, key influencers, scatter

B, D

Yes, no, no

C

B

Simple lookups

Image, relationship, key pairs

Dataset, linked, pipeline

Batch, streaming, batch

CRM, DWH, DWH

A

D

Cognitive

Descriptive

D

Core

B

Yes, no, yes

Iaas, Paas

B

Rows +columns

Stored procedure

Diagnostic, prescriptive, cognitive

A

A

Treemap

C

Max and Min

Yes, yes, no

API which can be changed

Key, object, graph

A,C

D

B

A

A as uses json

Gremlin, mongo, table

Hierarchical namespaces

Nodes and edges using gremlin

B

D

A

Yes, Yes, Yes

Cosmos, files

Account

B

Cosmos DB

Enable the hierarchical namespaces

Graph

File

Columnar

Columnar is good for.... data.



analytical or transactional

Transactional

Azure files

N,Y,N

Document

Object

Time series- large data for real time use

Y,Y,Y

Graph

Y,N,Y

Self describing entities

Streaming

Pause the pool

A trigger

OLAP

When a data warehouse is mentioned for processing what processing is used?

Online analytical processing

Movement, transformation, control

B,D,F

A,B

A control flow

A report

Synapse, HDInsight, Databricks

OLAP- data warehouse analysis as there is no transaction that can happen from a warehouse

A,C,E

What is a JSON format in terms of data type?

Semi-structured

Y,N,Y

An integration runtime

Paginated report

A,C

Polybase

What is polybase?

Used to access external data in blob storage/lake via T-SQL

Y,N,Y

B,D,F

A

Data factory, Synapse

Batch,Batch, Streaming

From multi to single location

N,Y,Y

Analytics, storage, Database

Y,Y,N

Builder

ETL VS ELT

ETL: raw material transformed into goods before shipping.



ELT: raw material stored and transformed when needed during shipping.

What is azure synapse analytics?

Analyzes large amount of data, ingesting, managing for use in businesses.

What is Analysis services?

Provides business reports for powerBI

What is CosmosDB?

Doesn't use SQL data instead, Supports doc, key-value graph, column family models, low latency.

Data factory -> synapse

OLAP VS OTAP?

OLAP: for data analytics e.g. data warehouse.



OTAP: for transactions e.g. bookings

C

B

A

No, yes, no

The database to protect data at rest

D

Single, MI, Single

Descriptive

Account, container

B,D

YES, NO, YES, YES

Y,N,Y,Y

Polybase

What is Table storage?

NO-SQL key value store, scalable, cost effective and can use unstructured data