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! Scala x
ScalaMatsuri2018
Who are You ?
LIVEDSP
GitHub: https://github.com/x1-
http://x1.inkenkun.com/
2
Who are You ?
GitHub: https://github.com/inkenkun
3
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10
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{"time":"2018-02-12T16:32:50.110
Z","player":" ","speed":
120.3,"x":515.294,"y":
102.540,"z":82.540}
18
fluentd
19
20
21
Apache Pulsar
phaistos-networks/TANK
NATS
Cloud Pub/Sub
Amazon Kinesis
Apache Kafka
Apache Kafka
22
23
24
25
{"time":"2018-02-12T16:32:50.110Z","player
":" ","speed":120.3,"pos":{"x":
515.294,"y":102.540,"z":82.540}}
{"time":"2018-02-12T16:32:50.210Z","player
":" ","speed":119.8,"pos":{"x":
926.442,"y":130.206,"z":148.540}}
{"time":"2018-02-12T16:32:50.310Z","player
":" ","speed":119.3,"pos":{"x":
1215.932,"y":157.120,"z":242.540}}
{"time":"2018-02-12T16:32:50.410Z","player
":" ","speed":118.5,"pos":{"x":
1505.125,"y":182.712,"z":126.540}}
{"time":"2018-02-12T16:32:50.510Z","player
":" ","speed":116.4,"pos":{"x":
1824.087,"y":211.917,"z":11.540}}
{“time":"2018-02-12T16:32:50.610Z","player
":" ","speed":116.4,"pos":{"x":
2105.629,"y":246.344,"z":0.540}}
:
26
{"time":"2018-02-12T16:32:50.110Z","player":" ","speed":
120.3,"pos":{"x":515.294,"y":102.540,"z":82.540}}
{"time":"2018-02-12T16:32:50.210Z","player":" ","speed":
119.8,"pos":{"x":926.442,"y":130.206,"z":148.540}}
{"time":"2018-02-12T16:32:50.310Z","player":" ","speed":
119.3,"pos":{"x":1215.932,"y":157.120,"z":242.540}}
{"time":"2018-02-12T16:32:50.410Z","player":" ","speed":
118.5,"pos":{"x":1505.125,"y":182.712,"z":126.540}}
{"time":"2018-02-12T16:32:50.510Z","player":" ","speed":
116.4,"pos":{"x":1824.087,"y":211.917,"z":11.540}}
{“time":"2018-02-12T16:32:50.610Z","player":" ","speed":
116.4,"pos":{"x":2105.629,"y":246.344,"z":0.540}}
:
time player speed angle …
2018-02-12T16:32:50.110Z 120.3 210.52
2018-02-12T16:32:50.210Z 119.8 212.30
2018-02-12T16:32:50.310Z 119.3 214.11
: : :
27
28
OSS
29
30
JVM
Java Scala
※ Java API Scala Java
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Scala
Scala
32
f(x) g(x) h(x)
33
f(x)
f(x)
f(x)
f(x)
f(x)
f(x)
f(x)
f(x)
f(x)
f(x)
f(x)
A B
Scala
34
Scala
(Stream, map, filter, fold, reduce)
Scala Java
Scala
35
e p
p e e
e p
Functional Programming in Scala 14
Scala
36
37
13%
time player speed angle …
2018-02-12T16:32:50.110Z 120.3 210.52
2018-02-12T16:32:50.210Z 119.8 212.30
2018-02-12T16:32:50.310Z 119.3 214.11
: : :
15%
17%
3% 2% 5%
5%
30%
10%
38
time player speed angle …
2018-02-12T16:32:50.110Z 120.3 210.52
2018-02-12T16:32:50.210Z 119.8 212.30
2018-02-12T16:32:50.310Z 119.3 214.11
: : :
39
40
Google Data Studio
Amazon QuickSight
Microsoft Power BI
Tableau
QlikView
DOMO
Pentaho
Superset
Metabase
Apache Zeppelin
JupyterNotebook(Lab)
Vegas
Lightning
Matplotlib
VisPy
HoloViews
Plotly
D3.js
OSS
Python
Scala
JavaScript
41
42
43
DEMO
Apache Zeppelin: https://zeppelin.apache.org/
44
45
Thank you for listening!

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