Max Wang SQL Server Analysis Services Protocol and Test Suite Intro
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Max Wang
SQL Server Analysis ServicesProtocol and Test Suite Intro
Lig
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lue
R0 G
188 B
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Gre
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R16 G
124 B
16
Red
R232 G
17 B
35
Mag
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180 G
0 B
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Pu
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45 B
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0 G
120 B
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216 G
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230Agenda
Lig
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R0 G
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R16 G
124 B
16
Red
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17 B
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180 G
0 B
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Blu
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255 G
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227 G
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180 G
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178 B
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Lig
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216 B
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Understand SSAS
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'Who' is SSAS?
Semantic
Data Models
I’m an Analytical Data Engine
Decision Support
Business Analytics
Business Report
&
Data Visualization
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255 G
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1
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255 G
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178 B
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How does Semantic Model work?
Semantic Model Analysis Database
Data Warehouse
User
Reports
Deploy
Assign
Permission
Get Data
Reporting Services
Read or Make
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en
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Red
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215
Teal
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130 B
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Yello
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255 G
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216 G
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1
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ht Y
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255 G
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227 G
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178 B
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Lig
ht G
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Lig
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Where is SSAS?
SQL Data
Warehouse
SQL Server
Analysis
Services
Back-end Front-end
SQL Server
Reporting
Services
Excel
SharePoint
Power BI
Microsoft Business Intelligence
SQL Server
Integratio
n Services
Lig
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188 B
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Gre
en
R16 G
124 B
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Red
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Teal
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Yello
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255 G
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Mid
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Dark
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en
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Dark
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Mid
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115 G
115 B
115
Dark
Gra
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80 G
80 B
80
Ric
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255 G
255 B
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Gra
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210 G
210 B
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Lig
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R230 G
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I heard there is an Azure Analysis Services...
Tabular 110x
Tabular 1200
Tabular 1400
Multidimensional
Data Mining
PowerPivot for SharePoint
Tabular 1200
Tabular 1400
Lig
ht B
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R0 G
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Gre
en
R16 G
124 B
16
Red
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17 B
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Mag
en
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180 G
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Pu
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R92 G
45 B
145
Blu
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0 G
120 B
215
Teal
R0 G
130 B
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Yello
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255 G
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216 G
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1
Lig
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255 G
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140 B
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227 G
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Lig
ht P
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180 G
160 B
255
Lig
ht T
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178 B
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Lig
ht G
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R186 G
216 B
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Dark
Red
R168 G
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Mag
en
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R92 G
0 B
92
Dark
Pu
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20 B
90
Mid
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0 G
24 B
143
Dark
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R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
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0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
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R0 G
0 B
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255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Overview
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
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180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
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0 G
120 B
215
Teal
R0 G
130 B
114
Yello
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255 G
185 B
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216 G
59 B
1
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ht Y
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255 G
241 B
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140 B
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227 G
0 B
140
Lig
ht P
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180 G
160 B
255
Lig
ht T
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R0 G
178 B
148
Lig
ht G
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R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
How does SSAS modeling?
SSAS
Semantic Modeling
Multidimensional Model
(MS-SSAS)
Tabular Model
(MS-SSAS-T)
1/3 1/10
Data Compression
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
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R255 G
140 B
0Lig
ht M
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227 G
0 B
140
Lig
ht P
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180 G
160 B
255
Lig
ht T
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R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
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R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
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0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Data Access of Multidimensional Model
Relational
Data Source
ReportAnalysis Services
Database
Multidimensional Model
Data Source Cube
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
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R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Data Access of Tabular Model
In-Memory
Cache
Cached Mode
(default)
Tabular
Model
Report
QueryRetrieveData
Data Source
Data Feed File
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
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255 G
241 B
0Lig
ht O
ran
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R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
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180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Data Access of Tabular Model
Single
SQL Server
DirectQuery Mode
Tabular
Model
Report
DirectQuery
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
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216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
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180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
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Lig
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Why don’t just Query?
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188 B
242
Gre
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124 B
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Pu
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Lig
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210
Lig
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More details
Lig
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lue
R0 G
188 B
242
Gre
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R16 G
124 B
16
Red
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Mag
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Pu
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Blu
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Teal
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Yello
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255 G
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1
Lig
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Lig
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Lig
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Lig
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Lig
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Typical Message Sequence
Client
Server
Authentication Request (TCP)
Authentication Response (TCP)
SSAS Operation Request (Discover, Execute)
SSAS Operation Response (Discover Execute)
Create Connection
New Session Request
New Session Response
End of Session Request
End of Session Response
Lig
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Gre
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Mag
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Pu
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Gra
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Lig
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Operations
Client Server
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Authenticate Response
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Lig
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Gre
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Generating a message
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Mag
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Structure of SSAS message
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SOAPXMLA
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160 B
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Lig
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216 B
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92
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75 B
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115 G
115 B
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255 G
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Gra
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210 G
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Lig
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230 B
230
SSAS Objects - Multidimensional
Database
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Role
Trace
Cube
DataSource
DataSourceView
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MeasureGroup
KPI
Measure
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124 B
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180 G
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158
Pu
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45 B
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Blu
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0 G
120 B
215
Teal
R0 G
130 B
114
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255 G
185 B
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216 G
59 B
1
Lig
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255 G
241 B
0Lig
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R255 G
140 B
0Lig
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227 G
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140
Lig
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180 G
160 B
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Lig
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178 B
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Lig
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R186 G
216 B
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92
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32 B
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115 G
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80 G
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Lig
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lue
R0 G
188 B
242
Gre
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R16 G
124 B
16
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R232 G
17 B
35
Mag
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180 G
0 B
158
Pu
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R92 G
45 B
145
Blu
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0 G
120 B
215
Teal
R0 G
130 B
114
Yello
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255 G
185 B
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216 G
59 B
1
Lig
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255 G
241 B
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R255 G
140 B
0Lig
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227 G
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140
Lig
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180 G
160 B
255
Lig
ht T
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R0 G
178 B
148
Lig
ht G
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R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
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Mag
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R92 G
0 B
92
Dark
Pu
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R50 G
20 B
90
Mid
Blu
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0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
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R0 G
75 B
28
Dark
Blu
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0 G
32 B
80
Mid
Gra
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115 G
115 B
115
Dark
Gra
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80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
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255 G
255 B
255
Gra
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210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Miraculous Dimension
Lig
ht B
lue
R0 G
188 B
242
Gre
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R16 G
124 B
16
Red
R232 G
17 B
35
Mag
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180 G
0 B
158
Pu
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R92 G
45 B
145
Blu
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0 G
120 B
215
Teal
R0 G
130 B
114
Yello
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255 G
185 B
0
Ora
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216 G
59 B
1
Lig
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255 G
241 B
0Lig
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R255 G
140 B
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227 G
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140
Lig
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180 G
160 B
255
Lig
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R0 G
178 B
148
Lig
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R186 G
216 B
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Dark
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R168 G
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Mag
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R92 G
0 B
92
Dark
Pu
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R50 G
20 B
90
Mid
Blu
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0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
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R0 G
75 B
28
Dark
Blu
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0 G
32 B
80
Mid
Gra
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115 G
115 B
115
Dark
Gra
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80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
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255 G
255 B
255
Gra
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210 G
210 B
210
Lig
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ray
R230 G
230 B
230
SSAS Objects - Tabular
Model
DataSource
Table
Relationship
Perspective
Culture
Role
Column
Partition
Measure
Hierarchy
Perspective
Table
Object
Translation
DatabaseServerPerspective
Column
Perspective
Measure
Perspective
Hierarchy
Linguistic
Metadata
Role
Membership
Table
Permission
Lig
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R0 G
188 B
242
Gre
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R16 G
124 B
16
Red
R232 G
17 B
35
Mag
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180 G
0 B
158
Pu
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R92 G
45 B
145
Blu
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0 G
120 B
215
Teal
R0 G
130 B
114
Yello
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255 G
185 B
0
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216 G
59 B
1
Lig
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255 G
241 B
0Lig
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R255 G
140 B
0Lig
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227 G
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140
Lig
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180 G
160 B
255
Lig
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R0 G
178 B
148
Lig
ht G
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R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
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Mag
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R92 G
0 B
92
Dark
Pu
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R50 G
20 B
90
Mid
Blu
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0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
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R0 G
75 B
28
Dark
Blu
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0 G
32 B
80
Mid
Gra
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115 G
115 B
115
Dark
Gra
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80 G
80 B
80
Ric
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R0 G
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255 G
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255
Gra
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210 G
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Lig
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R230 G
230 B
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Simpler the better
In-memory Database
VertiPaq Engine
Design & DeployModel Structure
Design Process
Query & CalculateSelf-Service BI
New APPs
Cloud Services
Lig
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R0 G
188 B
242
Gre
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R16 G
124 B
16
Red
R232 G
17 B
35
Mag
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180 G
0 B
158
Pu
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R92 G
45 B
145
Blu
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0 G
120 B
215
Teal
R0 G
130 B
114
Yello
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255 G
185 B
0
Ora
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216 G
59 B
1
Lig
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255 G
241 B
0Lig
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R255 G
140 B
0Lig
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227 G
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140
Lig
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180 G
160 B
255
Lig
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R0 G
178 B
148
Lig
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R186 G
216 B
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Dark
Red
R168 G
0 B
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Mag
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R92 G
0 B
92
Dark
Pu
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20 B
90
Mid
Blu
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0 G
24 B
143
Dark
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R0 G
75 B
80
Dark
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75 B
28
Dark
Blu
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32 B
80
Mid
Gra
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115 G
115 B
115
Dark
Gra
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80 G
80 B
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Ric
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R0 G
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255 G
255 B
255
Gra
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210 G
210 B
210
Lig
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R230 G
230 B
230
Development
Lig
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R0 G
188 B
242
Gre
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R16 G
124 B
16
Red
R232 G
17 B
35
Mag
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taR
180 G
0 B
158
Pu
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R92 G
45 B
145
Blu
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0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
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216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Query Support
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Query Support
MDX Query
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Scripting Language Support
Version Multi-
dimensional
Tabular
110x
Tabular
1200
Tabular
1400
Azure Analysis
ServicesNA NA TMSL TMSL
SQL Server
2017ASSL ASSL TMSL TMSL
SQL Server
2016ASSL ASSL TMSL TMSL
SQL Server
2014ASSL ASSL NA NA
SQL Server
2012ASSL ASSL NA NA
Analysis
Services
Scripting
Language
Tabular
Model
Scripting
Language
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
ASSL Sample
<Delete xmlns="http://schemas.microsoft.com/analysisservices/2003/engine"><Object>
<DatabaseID>AdventureWorksDW2008_Create</DatabaseID></Object>
</Delete>
Tabular XMLA (for Compatibility Level 110x)
Multidimensional
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
ASSL
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
TMSL Sample
"refresh": {"type": "automatic","objects": [
{"database": "Adventure Works "
}]
}
Tabular JSON (for Compatibility Level 1200+)
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
TMSL
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
If I want to design a model...
Data Tools
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Introduce AMO-TOM Assemblies
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Test Suite
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Why we need Test Suites?
Ensure the quality of Microsoft Open Specification
Help to evaluate partner implementations
Extend and integrate to customized product
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Test Suites workflow
Open Specification
Requirement Specification
Test Suite
High Quality
Open Specification
Fix
Issue
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Test Suite
SUTTestSuite
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Demo
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Links
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
https://blogs.msdn.microsoft.com/analysisservices/
https://msdn.microsoft.com/en-us/openspecifications/
https://docs.microsoft.com/en-us/sql/analysis-services/multidimensional-models/analysis-management-objects/amo-classes-introduction?view=sql-server-2017
https://docs.microsoft.com/en-us/sql/analysis-services/tabular-model-programming-compatibility-level-1200/tabular-model-programming-for-compatibility-level-1200?view=sql-server-2017
https://www.microsoft.com/en-us/download/details.aspx?id=52676
https://www.microsoft.com/en-us/download/details.aspx?id=55992
https://github.com/Microsoft/ProtocolTestFramework
https://docs.microsoft.com/en-us/sql/ssdt/sql-server-data-tools?view=sql-server-2017
https://docs.microsoft.com/en-us/sql/reporting-services/tools/reporting-services-tools?view=sql-server-2017
https://powerbi.microsoft.com/en-us/
https://powerbi.microsoft.com/en-us/blog/
Lig
ht B
lue
R0 G
188 B
242
Gre
en
R16 G
124 B
16
Red
R232 G
17 B
35
Mag
en
taR
180 G
0 B
158
Pu
rple
R92 G
45 B
145
Blu
eR
0 G
120 B
215
Teal
R0 G
130 B
114
Yello
wR
255 G
185 B
0
Ora
ng
eR
216 G
59 B
1
Lig
ht Y
ello
wR
255 G
241 B
0Lig
ht O
ran
ge
R255 G
140 B
0Lig
ht M
ag
en
taR
227 G
0 B
140
Lig
ht P
urp
leR
180 G
160 B
255
Lig
ht T
eal
R0 G
178 B
148
Lig
ht G
reen
R186 G
216 B
10
Dark
Red
R168 G
0 B
0D
ark
Mag
en
ta
R92 G
0 B
92
Dark
Pu
rple
R50 G
20 B
90
Mid
Blu
eR
0 G
24 B
143
Dark
Teal
R0 G
75 B
80
Dark
Gre
en
R0 G
75 B
28
Dark
Blu
eR
0 G
32 B
80
Mid
Gra
yR
115 G
115 B
115
Dark
Gra
yR
80 G
80 B
80
Ric
h B
lack
R0 G
0 B
0
Wh
iteR
255 G
255 B
255
Gra
yR
210 G
210 B
210
Lig
ht G
ray
R230 G
230 B
230
Thank you
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