-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathML Pipelines.drawio.xml
119 lines (119 loc) · 8.79 KB
/
ML Pipelines.drawio.xml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
<?xml version="1.0" encoding="UTF-8"?>
<mxfile host="app.diagrams.net" agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/130.0.0.0 Safari/537.36" version="24.8.3">
<diagram name="Page-1" id="uT8Ol6wvPPCnROcP7Q8m">
<mxGraphModel dx="1026" dy="650" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="827" pageHeight="1169" math="0" shadow="0">
<root>
<mxCell id="0" />
<mxCell id="1" parent="0" />
<mxCell id="muO__v5kq-MlRyZplV9c-1" value="" style="rounded=0;whiteSpace=wrap;html=1;" parent="1" vertex="1">
<mxGeometry x="200" y="160" width="970" height="250" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-2" value="Data Ingestion" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#b1ddf0;strokeColor=#10739e;" parent="1" vertex="1">
<mxGeometry x="240" y="180" width="120" height="60" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-3" value="Data Validation" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#b1ddf0;strokeColor=#10739e;" parent="1" vertex="1">
<mxGeometry x="400" y="180" width="120" height="60" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-4" value="Data preprocessing" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#b1ddf0;strokeColor=#10739e;" parent="1" vertex="1">
<mxGeometry x="560" y="180" width="120" height="60" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-5" value="Model training" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#b1ddf0;strokeColor=#10739e;" parent="1" vertex="1">
<mxGeometry x="720" y="180" width="120" height="60" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-6" value="Model analysis and validation" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#b1ddf0;strokeColor=#10739e;" parent="1" vertex="1">
<mxGeometry x="860" y="180" width="120" height="60" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-9" value="Model deployment" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#b1ddf0;strokeColor=#10739e;" parent="1" vertex="1">
<mxGeometry x="1000" y="180" width="120" height="60" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-11" value="" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#fad7ac;strokeColor=#b46504;" parent="1" vertex="1">
<mxGeometry x="240" y="270" width="600" height="100" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-12" value="" style="rounded=1;whiteSpace=wrap;html=1;fillColor=#fad7ac;strokeColor=#b46504;" parent="1" vertex="1">
<mxGeometry x="860" y="270" width="260" height="100" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-13" value="" style="endArrow=classic;html=1;rounded=0;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="muO__v5kq-MlRyZplV9c-2" target="muO__v5kq-MlRyZplV9c-3" edge="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="640" y="360" as="sourcePoint" />
<mxPoint x="690" y="310" as="targetPoint" />
</mxGeometry>
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-15" value="" style="endArrow=classic;html=1;rounded=0;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="muO__v5kq-MlRyZplV9c-3" target="muO__v5kq-MlRyZplV9c-4" edge="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="640" y="360" as="sourcePoint" />
<mxPoint x="690" y="310" as="targetPoint" />
</mxGeometry>
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-16" value="" style="endArrow=classic;html=1;rounded=0;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="muO__v5kq-MlRyZplV9c-4" target="muO__v5kq-MlRyZplV9c-5" edge="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="640" y="360" as="sourcePoint" />
<mxPoint x="690" y="310" as="targetPoint" />
</mxGeometry>
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-17" value="" style="endArrow=classic;html=1;rounded=0;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="muO__v5kq-MlRyZplV9c-5" target="muO__v5kq-MlRyZplV9c-6" edge="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="640" y="360" as="sourcePoint" />
<mxPoint x="690" y="310" as="targetPoint" />
</mxGeometry>
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-18" value="" style="endArrow=classic;html=1;rounded=0;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" source="muO__v5kq-MlRyZplV9c-6" target="muO__v5kq-MlRyZplV9c-9" edge="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="640" y="360" as="sourcePoint" />
<mxPoint x="690" y="310" as="targetPoint" />
</mxGeometry>
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-21" value="Pipeline Orchestration" style="text;strokeColor=none;align=center;fillColor=none;html=1;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="1" vertex="1">
<mxGeometry x="250" y="280" width="130" height="30" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-25" value="Beam" style="whiteSpace=wrap;html=1;aspect=fixed;" parent="1" vertex="1">
<mxGeometry x="720" y="280" width="80" height="80" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-26" value="Apache Airflow" style="whiteSpace=wrap;html=1;aspect=fixed;" parent="1" vertex="1">
<mxGeometry x="630" y="280" width="80" height="80" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-27" value="Kubeflow" style="whiteSpace=wrap;html=1;aspect=fixed;" parent="1" vertex="1">
<mxGeometry x="540" y="280" width="80" height="80" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-28" value="MetadataStore" style="whiteSpace=wrap;html=1;aspect=fixed;" parent="1" vertex="1">
<mxGeometry x="890" y="280" width="80" height="80" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-29" value="Database" style="whiteSpace=wrap;html=1;aspect=fixed;" parent="1" vertex="1">
<mxGeometry x="1000" y="280" width="80" height="80" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-35" value="" style="endArrow=none;html=1;rounded=0;exitX=1;exitY=0.5;exitDx=0;exitDy=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" source="muO__v5kq-MlRyZplV9c-9" edge="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="840" y="300" as="sourcePoint" />
<mxPoint x="1140" y="210" as="targetPoint" />
</mxGeometry>
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-36" value="" style="endArrow=classic;html=1;rounded=0;exitX=0;exitY=0.5;exitDx=0;exitDy=0;entryX=1;entryY=0.5;entryDx=0;entryDy=0;" parent="1" edge="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="1140" y="210" as="sourcePoint" />
<mxPoint x="800" y="390" as="targetPoint" />
<Array as="points">
<mxPoint x="1140" y="390" />
</Array>
</mxGeometry>
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-37" value="Model feedback loops" style="text;strokeColor=none;align=center;fillColor=none;html=1;verticalAlign=middle;whiteSpace=wrap;rounded=0;" parent="1" vertex="1">
<mxGeometry x="660" y="380" width="140" height="30" as="geometry" />
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-40" value="" style="endArrow=none;html=1;rounded=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;exitX=1;exitY=0.5;exitDx=0;exitDy=0;" parent="1" edge="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="210" y="210" as="sourcePoint" />
<mxPoint x="650" y="390" as="targetPoint" />
<Array as="points">
<mxPoint x="210" y="390" />
</Array>
</mxGeometry>
</mxCell>
<mxCell id="muO__v5kq-MlRyZplV9c-41" value="" style="endArrow=classic;html=1;rounded=0;entryX=0;entryY=0.5;entryDx=0;entryDy=0;" parent="1" target="muO__v5kq-MlRyZplV9c-2" edge="1">
<mxGeometry width="50" height="50" relative="1" as="geometry">
<mxPoint x="210" y="210" as="sourcePoint" />
<mxPoint x="600" y="250" as="targetPoint" />
</mxGeometry>
</mxCell>
</root>
</mxGraphModel>
</diagram>
</mxfile>