2018/06/23 db analytics showcase Sapporoにおける表題の講演資料です。

1. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
1 a
3N 1
6 1 1
2 0 . 8 1 A1 2

2. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

3. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
•
• (Wikipedia )
: graph theory
( )
... (snip) ...

4. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

5. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
I
/

6. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

7. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
? ?

8. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
“
Amazon Neptune
”
said Tim Vanderham, chief technology officer, Thomson Reuters Tax & Accounting

9. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
-
D G
LB

10. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
N D E
1 .
1 .
1 . .
1T
P
P
Join
Primary Key / Index Access
Relational Data Key-Value

11. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
P N
: 1
1
1 1
E ED
C
Join
Relational Data
:
Graph Data
.1
T D
C
Traversal

12. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
Challenges Building Apps with Highly Connected DataB Q
R
D
S L

13. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

14. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

15. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
• 2 2 A )
• 2 2 ( 3 32
• W
• ( 2 ( 3 32
S F P L
C PLO QDLR T G

16. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
Vertex Edge
• Vertex /
• Edge Vertex
• Edge
• Vertex Edge
• Vertex Edge
• Vertex Edge
FRIENDname:
Bill
name:
Sarah
UserUser
Since 11/29/16

17. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
RDF
• RDF ( , , )
• Internationalized Resource Identifiers (IRIs)
• IRI
• RDF XML
• IRI Edge
<http://www.socialnetwork.com/person#1>
rdf:type contacts:User;
contact:name: ”Bill” .
Subject
Predicate
Object (literal)
name:
Bill
User
<http://www.socialnetwork.com/person#1>IRI
<http://www.socialnetwork.com/person#1>
contacts:friend
<http://www.socialnetwork.com/person#2> .
Subject
Predicate
Object (IRI)
FRIEND
#1 2
#2

18. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

19. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

20. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
Undergraduate Degree
From
name: ?
name: ?
University
Graduate Student
name: ?
Department
Member Of
subOrganisationOf

21. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
( )

22. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
Undergraduate
Degree From
nam e:
?
nam e:
?
University
Graduate
Student
nam e:
?
Departm ent
Member
Of

23. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
) (

24. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

25. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
?univ

26. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

27. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

28. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

29. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

30. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
AMAZON NEPTUNE
e P W c R Q
m eD
h S G
rD Th
l o
D /C F
D G
e SL S
Q ApCn
6 A C
F Z e
L Gki
3
& c
a eG

31. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
Amazon
Comprehend
Amazon Simple
Storage Service
(S3)
Amazon
NeptuneEntity Extraction
fromRSS Feeds
Load fromS3 into
Neptune
Gremlin Traversal
and Visualisation
Graphexp

32. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
3

33. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

34. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
Graphexp

35. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

36. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

37. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.

38. ©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.©2018, AmazonWebServices, Inc. or its Affiliates. All rights reserved.
• Apache TinkerPop
https://www.slideshare.net/yukim/apache-tinkerpop
• Apache TinkerPop
https://tech-lab.sios.jp/archives/5554
• GremlinDocs
http://gremlindocs.spmallette.documentup.com/
• (Wikipedia)
https://ja.wikipedia.org/wiki/%E3%82%B0%E3%83%A9%E3%83%95%E7%90%86%E8%AB%96
• Amazon Neptune Samples
https://github.com/aws-samples/amazon-neptune-samples