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pytensor
Commits
476ad0e1
提交
476ad0e1
authored
6月 29, 2015
作者:
Christof Angermueller
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
Update d3print method to write dot and html file
上级
4d38e314
隐藏空白字符变更
内嵌
并排
正在显示
10 个修改的文件
包含
1406 行增加
和
96 行删除
+1406
-96
index.html
doc/d3printing/GSoC/150628_edit/index.html
+0
-0
index.ipynb
doc/d3printing/GSoC/150628_edit/index.ipynb
+241
-0
p1.dot
doc/d3printing/GSoC/150628_edit/p1.dot
+2
-0
p1.html
doc/d3printing/GSoC/150628_edit/p1.html
+447
-0
p1.png
doc/d3printing/GSoC/150628_edit/p1.png
+0
-0
train.dot
doc/d3printing/GSoC/150628_edit/train.dot
+2
-0
train.html
doc/d3printing/GSoC/150628_edit/train.html
+447
-0
train.png
doc/d3printing/GSoC/150628_edit/train.png
+0
-0
d3printing.py
theano/d3printing/d3printing.py
+6
-2
template.html
theano/d3printing/template.html
+261
-94
没有找到文件。
doc/d3printing/GSoC/150628_edit/index.html
0 → 100644
浏览文件 @
476ad0e1
This source diff could not be displayed because it is too large. You can
view the blob
instead.
doc/d3printing/GSoC/150628_edit/index.ipynb
0 → 100644
浏览文件 @
476ad0e1
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#Table of Contents\n",
"* [Model](#Model)\n",
"* [Example 1](#Example-1)\n",
"* [Example 2](#Example-2)\n",
"* [Example 3](#Example-3)\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Couldn't import dot_parser, loading of dot files will not be possible.\n"
]
}
],
"source": [
"import numpy\n",
"import theano\n",
"import theano.tensor as T\n",
"import theano.printing as pr\n",
"import theano.d3printing as d3p\n",
"rng = numpy.random"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
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]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Model "
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# Training data\n",
"N = 400\n",
"feats = 784\n",
"D = (rng.randn(N, feats).astype(theano.config.floatX), rng.randint(size=N,low=0, high=2).astype(theano.config.floatX))\n",
"training_steps = 10000\n",
"\n",
"# Declare Theano symbolic variables\n",
"x = T.matrix(\"x\")\n",
"y = T.vector(\"y\")\n",
"w = theano.shared(rng.randn(feats).astype(theano.config.floatX), name=\"w\")\n",
"b = theano.shared(numpy.asarray(0., dtype=theano.config.floatX), name=\"b\")\n",
"x.tag.test_value = D[0]\n",
"y.tag.test_value = D[1]\n",
"\n",
"# Construct Theano expression graph\n",
"p_1 = 1 / (1 + T.exp(-T.dot(x, w)-b)) # Probability of having a one\n",
"prediction = p_1 > 0.5 # The prediction that is done: 0 or 1\n",
"\n",
"# Compute gradients\n",
"xent = -y*T.log(p_1) - (1-y)*T.log(1-p_1) # Cross-entropy\n",
"cost = xent.mean() + 0.01*(w**2).sum() # The cost to optimize\n",
"gw,gb = T.grad(cost, [w,b])\n",
"\n",
"# Training and prediction function\n",
"train = theano.function(inputs=[x,y], outputs=[prediction, xent], updates=[[w, w-0.01*gw], [b, b-0.01*gb]], name = \"train\")\n",
"predict = theano.function(inputs=[x], outputs=prediction, name = \"predict\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Example 1 "
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The output file is available at p1.png\n",
"The output file is available at p1.html\n"
]
}
],
"source": [
"pr.pydotprint(p_1, outfile='p1.png', var_with_name_simple=True)\n",
"d3p.d3print(p_1, 'p1.html')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<a href='p1.html'><img src='p1.png'/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"[open](./p1.html)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Example 2"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The output file is available at predict.png\n",
"The output file is available at predict.html\n"
]
}
],
"source": [
"pr.pydotprint(predict, outfile='predict.png', var_with_name_simple=True)\n",
"d3p.d3print(predict, 'predict.html')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<a href='predict.html'><img src='predict.png'/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"[open](./predict.html)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Example 3"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The output file is available at train.png\n",
"The output file is available at train.html\n"
]
}
],
"source": [
"pr.pydotprint(train, outfile='train.png', var_with_name_simple=True)\n",
"d3p.d3print(train, 'train.html')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"<a href='train.html'><img src='train.png'/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"[open](./train.html)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.10"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
doc/d3printing/GSoC/150628_edit/p1.dot
0 → 100644
浏览文件 @
476ad0e1
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doc/d3printing/GSoC/150628_edit/p1.html
0 → 100644
浏览文件 @
476ad0e1
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<html>
<head>
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type=
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src=
"http://d3js.org/d3.v3.min.js"
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data
(
markerData
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enter
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append
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.
attr
(
'fill'
,
function
(
d
)
{
return
d
.
color
;});
function
textSize
(
text
,
attr
)
{
var
t
=
svg
.
append
(
'text'
).
text
(
text
);
if
(
typeof
(
attr
)
!=
'undefined'
)
{
for
(
a
in
attr
)
{
t
.
attr
(
a
,
attr
[
a
]);
}
}
var
bbox
=
t
.
node
().
getBBox
();
t
.
remove
();
return
bbox
;
}
function
exists
(
x
)
{
return
typeof
(
x
)
!=
'undefined'
;
}
var
dotGraph
;
var
graph
=
{};
var
nodes
=
[];
var
edges
=
[];
var
layout
;
var
scaleDotX
;
var
scaleDotY
;
d3
.
text
(
path
,
function
(
data
)
{
dotGraph
=
graphlibDot
.
parse
(
data
);
// Calculate width and height
var
posMax
=
[
0
,
0
];
for
(
var
nodeId
in
dotGraph
.
_nodes
)
{
var
node
=
dotGraph
.
_nodes
[
nodeId
];
node
.
value
.
pos
=
node
.
value
.
pos
.
split
(
','
).
map
(
function
(
d
)
{
return
parseInt
(
d
);});
node
.
value
.
width
=
parseInt
(
node
.
value
.
width
);
node
.
value
.
height
=
parseInt
(
node
.
value
.
height
);
posMax
[
0
]
=
Math
.
max
(
posMax
[
0
],
node
.
value
.
pos
[
0
]
+
node
.
value
.
width
);
posMax
[
1
]
=
Math
.
max
(
posMax
[
1
],
node
.
value
.
pos
[
1
]
+
node
.
value
.
height
);
}
dotWidth
=
posMax
[
0
];
dotHeight
=
posMax
[
1
];
//svg.attr('viewBox', '0,0,' + dotWidth + ',' + dotHeight);
scaleDotX
=
d3
.
scale
.
linear
().
domain
([
0
,
dotWidth
]).
range
([
20
,
dotWidth
*
1.2
]);
scaleDotY
=
d3
.
scale
.
linear
().
domain
([
0
,
dotHeight
]).
range
([
20
,
dotHeight
*
1.2
]);
// Parse nodes
var
i
=
0
;
for
(
nodeId
in
dotGraph
.
_nodes
)
{
var
node
=
dotGraph
.
_nodes
[
nodeId
];
node
.
index
=
i
++
;
// x, y is center of node (not corner)
node
.
x
=
scaleDotX
(
node
.
value
.
pos
[
0
]);
node
.
y
=
scaleDotY
(
dotHeight
-
(
node
.
value
.
pos
[
1
]
+
node
.
value
.
height
));
var
size
=
textSize
(
node
.
value
.
label
,
{
'class'
:
'nodeText'
});
node
.
value
.
width
=
size
.
width
+
2
*
pad
;
node
.
value
.
height
=
size
.
height
+
2
*
pad
;
node
.
value
.
cx
=
node
.
value
.
width
/
2
;
node
.
value
.
cy
=
node
.
value
.
height
/
2
;
node
.
fixed
=
true
;
nodes
.
push
(
node
);
dotGraph
.
_nodes
[
nodeId
]
=
node
;
}
// Parse edges
for
(
edgeId
in
dotGraph
.
_edges
)
{
var
edge
=
dotGraph
.
_edges
[
edgeId
];
edge
.
source
=
dotGraph
.
_nodes
[
edge
.
u
].
index
;
edge
.
target
=
dotGraph
.
_nodes
[
edge
.
v
].
index
;
var
size
=
textSize
(
edge
.
value
.
label
,
{
'class'
:
'edgeLabelText'
});
edge
.
value
.
width
=
size
.
width
+
2
*
pad
;
edge
.
value
.
height
=
size
.
height
+
2
*
pad
;
if
(
!
exists
(
edge
.
value
.
color
))
{
edge
.
value
.
color
=
'black'
;
}
switch
(
edge
.
value
.
color
)
{
case
'dodgerblue'
:
edge
.
value
.
type
=
'b'
;
break
;
case
'red'
:
edge
.
value
.
type
=
'r'
;
break
;
default
:
edge
.
value
.
type
=
'n'
;
}
edges
.
push
(
edge
);
dotGraph
.
_edges
[
edgeId
]
=
edge
;
}
// Setup graph
graph
[
'nodes'
]
=
nodes
;
graph
[
'edges'
]
=
edges
;
var
isEdgeOver
=
false
;
var
isEdgeLabelOver
=
false
;
// Add edges
edges
=
pane
.
append
(
'g'
).
attr
(
'id'
,
'edges'
).
selectAll
(
'path'
).
data
(
graph
[
'edges'
]).
enter
().
append
(
'path'
)
.
attr
(
'class'
,
'edge'
)
.
attr
(
'stroke'
,
function
(
d
)
{
return
d
.
value
.
color
;})
.
attr
(
'marker-mid'
,
function
(
d
)
{
return
'url(#edgeArrow_'
+
d
.
value
.
type
+
')'
;})
.
on
(
'mouseover'
,
function
(
d
)
{
var
edge
=
d3
.
select
(
this
);
edge
.
transition
()
.
duration
(
200
)
.
style
(
'opacity'
,
1.0
);
edgeDiv
.
transition
()
.
duration
(
200
)
.
style
(
'opacity'
,
.
9
);
edgeDiv
.
html
(
d
.
value
.
label
)
.
style
(
'left'
,
(
d3
.
event
.
pageX
)
+
'px'
)
.
style
(
'top'
,
(
d3
.
event
.
pageY
-
28
)
+
'px'
);
})
.
on
(
'mouseout'
,
function
(
d
)
{
var
edge
=
d3
.
select
(
this
);
edge
.
transition
()
.
duration
(
200
)
.
style
(
'opacity'
,
0.4
);
edgeDiv
.
transition
()
.
duration
(
200
)
.
style
(
'opacity'
,
0
);
});
// Add nodes
nodes
=
pane
.
append
(
'g'
).
attr
(
'id'
,
'nodes'
).
selectAll
(
'g'
).
data
(
graph
[
'nodes'
]).
enter
().
append
(
'g'
);
function
fillColor
(
f
)
{
return
typeof
(
f
)
==
'undefined'
?
'white'
:
f
;
}
function
setNodeSize
(
node
)
{
var
size
=
textSize
(
node
.
value
.
label
,
{
'class'
:
'nodeText'
});
node
.
value
.
width
=
size
.
width
+
2
*
pad
;
node
.
value
.
height
=
size
.
height
+
2
*
pad
;
node
.
value
.
cx
=
node
.
value
.
width
/
2
;
node
.
value
.
cy
=
node
.
value
.
height
/
2
;
}
function
updateNode
(
d
,
node
)
{
var
shape
;
if
(
d
.
value
.
shape
==
'ellipse'
)
{
node
.
selectAll
(
'ellipse'
).
remove
();
shape
=
node
.
append
(
'ellipse'
)
.
attr
(
'class'
,
'nodeEllipse'
)
.
attr
(
'cx'
,
d
.
value
.
cx
)
.
attr
(
'cy'
,
d
.
value
.
cy
)
.
attr
(
'rx'
,
d
.
value
.
width
*
0.6
)
.
attr
(
'ry'
,
d
.
value
.
height
*
0.6
);
}
else
{
node
.
selectAll
(
'rect'
).
remove
();
shape
=
node
.
append
(
'rect'
)
.
attr
(
'class'
,
'nodeRect'
)
.
attr
(
'width'
,
d
.
value
.
width
)
.
attr
(
'height'
,
d
.
value
.
height
);
}
shape
.
attr
(
'fill'
,
fillColor
(
d
.
value
.
fillcolor
));
node
.
selectAll
(
'text'
).
remove
();
var
text
=
node
.
append
(
'text'
)
.
attr
(
'class'
,
'nodeText'
)
.
attr
(
'x'
,
pad
)
.
attr
(
'dy'
,
function
(
d
)
{
return
d
.
value
.
height
-
pad
-
5
;})
.
text
(
function
(
d
)
{
return
d
.
value
.
label
;})
.
on
(
'dblclick'
,
releaseNode
);
}
nodes
.
each
(
function
(
d
)
{
var
node
=
d3
.
select
(
this
);
updateNode
(
d
,
node
);});
// TODO: activate again without interfering with click event
//nodes.on('dblclick', releaseNode);
nodes
.
on
(
'click'
,
function
(
d
)
{
var
pos
=
this
.
getBBox
();
var
node
=
d3
.
select
(
this
);
if
(
d3
.
event
.
defaultPrevented
)
return
;
var
form
=
node
.
append
(
'foreignObject'
)
.
attr
(
'x'
,
pos
.
x
)
.
attr
(
'y'
,
pos
.
y
)
.
attr
(
'width'
,
d
.
value
.
width
)
.
attr
(
'height'
,
25
);
var
input
=
form
.
append
(
'xhtml:form'
).
append
(
'input'
)
.
attr
(
'style'
,
'width: '
+
d
.
value
.
width
+
'px'
)
.
attr
(
'value'
,
function
()
{
this
.
focus
();
return
d
.
value
.
label
;
})
.
on
(
'blur'
,
function
()
{
d
.
value
.
label
=
input
.
node
().
value
;
setNodeSize
(
d
);
updateNode
(
d
,
node
);
form
.
remove
();
// TODO: check this
})
.
on
(
'keypress'
,
function
()
{
if
(
!
d3
.
event
)
{
d3
.
event
=
window
.
event
;
}
var
event
=
d3
.
event
;
if
(
event
.
keyCode
==
13
)
{
if
(
typeof
(
event
.
cancelBubble
))
{
event
.
cancelBubble
=
true
;
}
if
(
event
.
stopPropagation
)
{
event
.
stopPropagation
();
}
event
.
preventDefault
();
d
.
value
.
label
=
input
.
node
().
value
;
setNodeSize
(
d
);
updateNode
(
d
,
node
);
form
.
remove
();
// TODO: check thi
}
});
});
nodes
.
on
(
'mouseover'
,
function
(
node
)
{
edges
.
each
(
function
(
d
,
i
)
{
var
edge
=
d3
.
select
(
this
);
if
(
d
.
source
==
node
||
d
.
target
==
node
)
{
edge
.
transition
()
.
duration
(
200
)
.
style
(
'opacity'
,
1.0
);
}
});
});
nodes
.
on
(
'mouseout'
,
function
(
node
)
{
edges
.
each
(
function
(
d
,
i
)
{
var
edge
=
d3
.
select
(
this
);
if
(
d
.
source
.
index
==
node
.
index
||
d
.
target
.
index
==
node
.
index
)
{
edge
.
transition
()
.
duration
(
200
)
.
style
(
'opacity'
,
0.4
);
}
});
});
// Zoom and translate event handler
function
zoom
(
d
)
{
pane
.
attr
(
'transform'
,
'translate('
+
d3
.
event
.
translate
+
') scale('
+
d3
.
event
.
scale
+
')'
);
}
// Force layout
layout
=
d3
.
layout
.
force
()
.
nodes
(
graph
[
'nodes'
])
.
links
(
graph
[
'edges'
])
.
size
([
dotWidth
,
dotHeight
])
.
charge
(
-
3000
)
.
linkDistance
(
50
)
.
linkStrength
(
0.1
)
.
on
(
'tick'
,
updateGraph
);
// Drag behavour
var
drag
=
layout
.
drag
()
.
on
(
'dragstart'
,
function
(
d
)
{
d3
.
event
.
sourceEvent
.
stopPropagation
();
d3
.
event
.
sourceEvent
.
preventDefault
();
d
.
fixed
=
true
;
});
nodes
.
call
(
drag
);
// Zoom behaviour
var
bZoom
=
d3
.
behavior
.
zoom
()
.
scaleExtent
([
0.2
,
8
])
//.on("dblclick.zoom", null)
.
on
(
'zoom'
,
zoom
);
svg
.
call
(
bZoom
);
svg
.
on
(
"dblclick.zoom"
,
null
);
// Start force layout
layout
.
start
();
});
function
length
(
x1
,
y1
,
x2
,
y2
)
{
return
Math
.
sqrt
(
Math
.
pow
(
x1
-
x2
,
2
)
+
Math
.
pow
(
y1
-
y2
,
2
));
}
function
pathPos
(
x1
,
y1
,
x2
,
y2
,
c
)
{
x
=
(
1
-
c
)
*
x1
+
c
*
x2
;
y
=
(
1
-
c
)
*
y1
+
c
*
y2
;
p
=
x
+
','
+
y
;
return
p
;
}
// Update graph
function
updateGraph
()
{
// Update nodes
nodes
.
attr
(
'transform'
,
function
(
d
)
{
return
'translate('
+
(
d
.
x
-
d
.
value
.
cx
)
+
' '
+
(
d
.
y
-
d
.
value
.
cy
)
+
')'
;
});
// Update edges
edges
.
attr
(
'd'
,
function
(
d
)
{
var
dist
=
100
;
var
l
=
length
(
d
.
source
.
x
,
d
.
source
.
y
,
d
.
target
.
x
,
d
.
target
.
y
);
var
n
=
Math
.
max
(
2
,
Math
.
floor
(
l
/
dist
));
var
marker
=
[];
for
(
var
i
=
1
;
i
<
n
;
++
i
)
{
marker
.
push
(
i
/
n
);
}
var
markerPos
=
marker
.
map
(
function
(
c
)
{
return
pathPos
(
d
.
source
.
x
,
d
.
source
.
y
,
d
.
target
.
x
,
d
.
target
.
y
,
c
);});
var
markerPos
=
' L'
+
markerPos
.
join
(
' L'
);
return
'M'
+
d
.
source
.
x
+
','
+
d
.
source
.
y
+
markerPos
+
' L'
+
d
.
target
.
x
+
','
+
d
.
target
.
y
;
});
}
function
releaseNode
(
d
)
{
d
.
fixed
=
false
;
layout
.
start
();
}
function
releaseNodes
()
{
graph
[
'nodes'
].
forEach
(
function
(
d
)
{
d
.
fixed
=
false
;
});
layout
.
start
();
}
function
resetNodes
()
{
layout
.
stop
();
var
nodes
=
graph
[
'nodes'
];
nodes
.
forEach
(
function
(
node
,
i
){
nodes
[
i
].
x
=
scaleDotX
(
node
.
value
.
pos
[
0
]);
nodes
[
i
].
y
=
scaleDotY
(
dotHeight
-
(
node
.
value
.
pos
[
1
]
+
node
.
value
.
height
));
nodes
[
i
].
px
=
nodes
[
i
].
x
;
nodes
[
i
].
py
=
nodes
[
i
].
y
;
nodes
[
i
].
fixed
=
true
;
});
updateGraph
();
layout
.
start
();
}
</script>
</body>
</html>
doc/d3printing/GSoC/150628_edit/p1.png
0 → 100644
浏览文件 @
476ad0e1
132.2 KB
doc/d3printing/GSoC/150628_edit/train.dot
0 → 100644
浏览文件 @
476ad0e1
digraph
G
{
graph
[
bb
=
"0,0,3064,868"
]
;
"InplaceDimShuffle{x}"
[
height
=
0.5
,
pos
=
"508,546"
,
shape
=
ellipse
,
width
=
2.5686
]
;
"Elemwise{Composite{((-i0) - i1)}}[(0, 0)]"
[
fillcolor
=
"#FFAABB"
,
height
=
0.5
,
pos
=
"1180,458"
,
shape
=
ellipse
,
style
=
filled
,
width
=
4.6165
]
;
"InplaceDimShuffle{x}"
->
"Elemwise{Composite{((-i0) - i1)}}[(0, 0)]"
[
label
=
"1 TensorType(float64, (True,))"
,
lp
=
"991.5,502"
,
pos
=
"e,1077.2,472.16 583.13,535.39 700.83,520.32 929.42,491.07 1067,473.46"
]
;
"name=b TensorType(float64, scalar)"
[
fillcolor
=
limegreen
,
height
=
0.5
,
pos
=
"199,654"
,
shape
=
box
,
style
=
filled
,
width
=
3.0625
]
;
"name=b TensorType(float64, scalar)"
->
"InplaceDimShuffle{x}"
[
color
=
dodgerblue
,
label
=
"TensorType(float64, scalar)"
,
lp
=
"478,600"
,
pos
=
"e,464.47,561.93 248.65,635.97 305.09,616.61 396.89,585.12 454.78,565.26"
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;
"Elemwise{Composite{(i0 - (i1 * i2))}}[(0, 0)]"
[
fillcolor
=
"#FFAABB"
,
height
=
0.5
,
pos
=
"179,18"
,
shape
=
ellipse
,
style
=
filled
,
width
=
4.9776
]
;
"name=b TensorType(float64, scalar)"
->
"Elemwise{Composite{(i0 - (i1 * i2))}}[(0, 0)]"
[
color
=
red
,
label
=
"0 TensorType(float64, scalar)"
,
lp
=
"131.5,326"
,
pos
=
"e,115.8,34.997 136.27,635.88 94.787,620.32 48,592.64 48,547 48,547 48,547 48,105 48,72.701 76.173,51.864 106.39,38.804"
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;
"Shape_i{0}"
[
fillcolor
=
cyan
,
height
=
0.5
,
pos
=
"2254,762"
,
shape
=
ellipse
,
style
=
filled
,
width
=
1.4763
]
;
"AllocEmpty{dtype='float64'}"
[
fillcolor
=
"#FFAA22"
,
height
=
0.5
,
pos
=
"2189,654"
,
shape
=
ellipse
,
style
=
filled
,
width
=
3.2589
]
;
"Shape_i{0}"
->
"AllocEmpty{dtype='float64'}"
[
label
=
"TensorType(int64, scalar)"
,
lp
=
"2248,708"
,
pos
=
"e,2179.1,672.11 2210,751.54 2196.5,746.34 2183,738.32 2175,726 2166.4,712.82 2169.6,695.57 2175,681.36"
]
;
"Elemwise{eq,no_inplace}"
[
fillcolor
=
"#FFAABB"
,
height
=
0.5
,
pos
=
"2151,458"
,
shape
=
ellipse
,
style
=
filled
,
width
=
2.9297
]
;
"Shape_i{0}"
->
"Elemwise{eq,no_inplace}"
[
label
=
"1 TensorType(int64, scalar)"
,
lp
=
"2396,600"
,
pos
=
"e,2182.2,475.28 2292.5,749.53 2303.6,744.23 2314.5,736.66 2321,726 2337.7,698.44 2320.8,609.52 2304,582 2276.5,536.93 2226.3,501.37 \ 2190.9,480.32"
]
;
"name=x TensorType(float64, matrix)"
[
fillcolor
=
limegreen
,
height
=
0.5
,
pos
=
"2254,850"
,
shape
=
box
,
style
=
filled
,
width
=
3.1181
]
;
"name=x TensorType(float64, matrix)"
->
"Shape_i{0}"
[
label
=
"TensorType(float64, matrix)"
,
lp
=
"2334,806"
,
pos
=
"e,2254,780.08 2254,831.6 2254,819.75 2254,803.82 2254,790.29"
]
;
"InplaceDimShuffle{1,0}"
[
height
=
0.5
,
pos
=
"2630,708"
,
shape
=
ellipse
,
width
=
2.779
]
;
"name=x TensorType(float64, matrix)"
->
"InplaceDimShuffle{1,0}"
[
color
=
dodgerblue
,
label
=
"TensorType(float64, matrix)"
,
lp
=
"2537,806"
,
pos
=
"e,2602.5,725.41 2353.5,831.92 2375.1,827.08 2397.5,821.13 2418,814 2482.4,791.59 2552.4,754.11 2593.7,730.52"
]
;
"CGemv{inplace}"
[
height
=
0.5
,
pos
=
"1944,546"
,
shape
=
ellipse
,
width
=
2.0569
]
;
"name=x TensorType(float64, matrix)"
->
"CGemv{inplace}"
[
label
=
"2 TensorType(float64, matrix)"
,
lp
=
"1754,708"
,
pos
=
"e,1876.1,553.37 2141.5,835.48 1970.2,812.32 1656.8,758.98 1590,672 1580.3,659.31 1580.4,648.84 1590,636 1606.6,613.66 1623.9,627.8 \ 1650,618 1686.1,604.42 1692.1,593.2 1729,582 1773.5,568.51 1824.8,559.91 1866.1,554.61"
]
;
"name=x.T TensorType(float64, matrix)"
[
height
=
0.5
,
pos
=
"2876,600"
,
width
=
4.2783
]
;
"InplaceDimShuffle{1,0}"
->
"name=x.T TensorType(float64, matrix)"
[
label
=
"TensorType(float64, matrix)"
,
lp
=
"2877,654"
,
pos
=
"e,2840.7,617.58 2670.9,691.4 2686.1,685.49 2703.4,678.59 2719,672 2757.2,655.86 2800.1,636.37 2831.4,621.9"
]
;
"CGemv{inplace} id=19"
[
height
=
0.5
,
pos
=
"2157,106"
,
shape
=
ellipse
,
width
=
2.7013
]
;
"name=x.T TensorType(float64, matrix)"
->
"CGemv{inplace} id=19"
[
label
=
"2 TensorType(float64, matrix)"
,
lp
=
"2979,370"
,
pos
=
"e,2253.7,108.43 2881.2,581.84 2886.5,562.77 2894,530.98 2894,503 2894,503 2894,503 2894,193 2894,130.33 2468.2,113.25 2263.9,108.65"
]
;
"Shape_i{0} id=3"
[
fillcolor
=
cyan
,
height
=
0.5
,
pos
=
"1571,546"
,
shape
=
ellipse
,
style
=
filled
,
width
=
2.002
]
;
"Shape_i{0} id=3"
->
"Elemwise{eq,no_inplace}"
[
label
=
"0 TensorType(int64, scalar)"
,
lp
=
"1844,502"
,
pos
=
"e,2046.9,461.21 1625.2,534.09 1654.2,527.86 1690.3,519.41 1722,510 1741.9,504.08 1745.7,498.54 1766,494 1855.6,473.98 1959.5,465.36 \ 2036.7,461.68"
]
;
"InplaceDimShuffle{x} id=7"
[
height
=
0.5
,
pos
=
"1659,458"
,
shape
=
ellipse
,
width
=
3.1172
]
;
"Shape_i{0} id=3"
->
"InplaceDimShuffle{x} id=7"
[
color
=
dodgerblue
,
label
=
"TensorType(int64, scalar)"
,
lp
=
"1645,502"
,
pos
=
"e,1597.3,473.16 1566.9,527.95 1565.3,517.28 1565.3,503.77 1572,494 1576.3,487.74 1582,482.59 1588.3,478.37"
]
;
"name=y TensorType(float64, vector)"
[
fillcolor
=
limegreen
,
height
=
0.5
,
pos
=
"1081,654"
,
shape
=
box
,
style
=
filled
,
width
=
3.0903
]
;
"name=y TensorType(float64, vector)"
->
"Shape_i{0} id=3"
[
label
=
"TensorType(float64, vector)"
,
lp
=
"1478,600"
,
pos
=
"e,1518.5,558.36 1159.7,635.97 1256.8,614.98 1419.7,579.74 1508.5,560.51"
]
;
"Elemwise{sub,no_inplace}"
[
fillcolor
=
"#FFAABB"
,
height
=
0.5
,
pos
=
"519,370"
,
shape
=
ellipse
,
style
=
filled
,
width
=
3.0624
]
;
"name=y TensorType(float64, vector)"
->
"Elemwise{sub,no_inplace}"
[
label
=
"1 TensorType(float64, vector)"
,
lp
=
"443.5,502"
,
pos
=
"e,471.35,386.34 969.54,651.53 773.46,648.4 385.48,639.5 365,618 333.32,584.73 310.57,554.44 395,440 411.59,417.51 437.83,401.4 461.9,\ 390.44"
]
;
"Elemwise{Composite{((i0 * i1 * i2 * i3) + ((scalar_sigmoid((-i4)) *..."
[
fillcolor
=
"#FFAABB"
,
height
=
0.5
,
pos
=
"1579,194"
,
shape
=
ellipse
,
style
=
filled
,
width
=
7.3955
]
;
"name=y TensorType(float64, vector)"
->
"Elemwise{Composite{((i0 * i1 * i2 * i3) + ((scalar_sigmoid((-i4)) *..."
[
label
=
"3 TensorType(float64, vector)"
,
lp
=
"2062.5,414"
,
pos
=
"e,1809.4,203.06 1192.5,650.77 1312.4,647.33 1494.8,638.79 1561,618 1655.4,588.35 1659.2,541.57 1746,494 1842.7,441 1874,442.62 1978,\ 406 1980.2,405.21 2302.6,301.93 2304,300 2366.8,213.53 2226.9,237.1 2185,230 2116.5,218.37 1957.6,209.44 1819.7,203.5"
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;
"Elemwise{Composite{((i0 * scalar_softplus(i1)) - (i2 * i3 * scalar_..."
[
fillcolor
=
"#FFAABB"
,
height
=
0.5
,
pos
=
"964,282"
,
shape
=
ellipse
,
style
=
filled
,
width
=
7.3087
]
;
"name=y TensorType(float64, vector)"
->
"Elemwise{Composite{((i0 * scalar_softplus(i1)) - (i2 * i3 * scalar_..."
[
label
=
"0 TensorType(float64, vector)"
,
lp
=
"815.5,458"
,
pos
=
"e,805.95,296.4 969.3,640.75 866.87,626.32 731,597.63 731,547 731,547 731,547 731,369 731,345.49 727.5,333.69 745,318 754.35,309.62 \ 773.13,303.25 795.95,298.39"
]
;
"Elemwise{sub,no_inplace}"
->
"Elemwise{Composite{((i0 * i1 * i2 * i3) + ((scalar_sigmoid((-i4)) *..."
[
label
=
"5 TensorType(float64, vector)"
,
lp
=
"607.5,282"
,
pos
=
"e,1343.6,202.42 513.52,351.82 507.28,328.56 500.62,287.28 523,264 550.73,235.15 1030.1,213.6 1333.3,202.78"
]
;
"Elemwise{sub,no_inplace}"
->
"Elemwise{Composite{((i0 * scalar_softplus(i1)) - (i2 * i3 * scalar_..."
[
label
=
"3 TensorType(float64, vector)"
,
lp
=
"632.5,326"
,
pos
=
"e,778.18,294.77 524.07,351.81 528.44,340.21 535.99,325.68 548,318 557.92,311.66 664.92,302.74 767.9,295.49"
]
;
"val=[ 1.] TensorType(float64, (True,))"
[
fillcolor
=
limegreen
,
height
=
0.5
,
pos
=
"519,458"
,
shape
=
box
,
style
=
filled
,
width
=
3.1944
]
;
"val=[ 1.] TensorType(float64, (True,))"
->
"Elemwise{sub,no_inplace}"
[
label
=
"0 TensorType(float64, (True,))"
,
lp
=
"605.5,414"
,
pos
=
"e,519,388.08 519,439.6 519,427.75 519,411.82 519,398.29"
]
;
"AllocEmpty{dtype='float64'}"
->
"CGemv{inplace}"
[
color
=
red
,
label
=
"0 TensorType(float64, vector)"
,
lp
=
"2219.5,600"
,
pos
=
"e,2016.8,549.67 2158.7,636.57 2150.5,631.29 2141.9,624.97 2135,618 2121.6,604.53 2127.6,592.78 2112,582 2087.2,564.9 2055.8,555.85 \ 2026.9,551.15"
]
;
"Assert{msg='Theano Assert failed!'}"
[
height
=
0.5
,
pos
=
"2151,282"
,
shape
=
ellipse
,
width
=
4.013
]
;
"Elemwise{eq,no_inplace}"
->
"Assert{msg='Theano Assert failed!'}"
[
label
=
"1 TensorType(int8, scalar)"
,
lp
=
"2225.5,370"
,
pos
=
"e,2151,300.07 2151,440 2151,409.85 2151,346.79 2151,310.43"
]
;
"Elemwise{Cast{float64}}"
[
fillcolor
=
"#FFAABB"
,
height
=
0.5
,
pos
=
"1747,370"
,
shape
=
ellipse
,
style
=
filled
,
width
=
2.9207
]
;
"InplaceDimShuffle{x} id=7"
->
"Elemwise{Cast{float64}}"
[
label
=
"TensorType(int64, (True,))"
,
lp
=
"1812.5,414"
,
pos
=
"e,1742.7,388.24 1699.4,441.12 1708.7,436.06 1717.9,429.72 1725,422 1731.3,415.17 1736,406.27 1739.4,397.81"
]
;
"CGemv{inplace}"
->
"Elemwise{Composite{((-i0) - i1)}}[(0, 0)]"
[
color
=
red
,
label
=
"0 TensorType(float64, vector)"
,
lp
=
"2020.5,502"
,
pos
=
"e,1328.9,466.09 1941.4,527.81 1938.6,516.21 1933.1,501.68 1922,494 1886.9,469.7 1580.7,478.01 1538,476 1472.9,472.93 1401.2,469.53 \ 1339.2,466.58"
]
;
"val=1.0 TensorType(float64, scalar)"
[
fillcolor
=
limegreen
,
height
=
0.5
,
pos
=
"1708,654"
,
shape
=
box
,
style
=
filled
,
width
=
3.0278
]
;
"val=1.0 TensorType(float64, scalar)"
->
"CGemv{inplace}"
[
label
=
"1 TensorType(float64, scalar)"
,
lp
=
"1856.5,600"
,
pos
=
"e,1873.1,551.52 1719,635.79 1730.4,619.32 1749.9,595.1 1773,582 1800.2,566.56 1833.3,557.88 1863.1,553.02"
]
;
"name=w TensorType(float64, vector)"
[
fillcolor
=
limegreen
,
height
=
0.5
,
pos
=
"2597,654"
,
shape
=
box
,
style
=
filled
,
width
=
3.1389
]
;
"name=w TensorType(float64, vector)"
->
"CGemv{inplace}"
[
label
=
"3 TensorType(float64, vector)"
,
lp
=
"2590.5,600"
,
pos
=
"e,2017.7,548.11 2536.3,635.87 2525.5,631.16 2514.9,625.28 2506,618 2491.3,605.99 2499.3,591.66 2483,582 2444.9,559.49 2169.9,551.15 \ 2028.1,548.32"
]
;
"name=w TensorType(float64, vector)"
->
"CGemv{inplace} id=19"
[
color
=
red
,
label
=
"0 TensorType(float64, vector)"
,
lp
=
"2773.5,370"
,
pos
=
"e,2247.8,112.55 2653.2,635.79 2661.5,631.15 2669.2,625.32 2675,618 2695,592.83 2689,579.16 2689,547 2689,547 2689,547 2689,193 2689,\ 149.8 2412.1,124.17 2257.8,113.24"
]
;
"val=0.0 TensorType(float64, scalar)"
[
fillcolor
=
limegreen
,
height
=
0.5
,
pos
=
"1944,654"
,
shape
=
box
,
style
=
filled
,
width
=
3.0278
]
;
"val=0.0 TensorType(float64, scalar)"
->
"CGemv{inplace}"
[
label
=
"4 TensorType(float64, scalar)"
,
lp
=
"2027.5,600"
,
pos
=
"e,1944,564.34 1944,635.97 1944,619.38 1944,593.88 1944,574.43"
]
;
"Elemwise{inv,no_inplace}"
[
fillcolor
=
"#FFAABB"
,
height
=
0.5
,
pos
=
"1879,282"
,
shape
=
ellipse
,
style
=
filled
,
width
=
3.0304
]
;
"Elemwise{Cast{float64}}"
->
"Elemwise{inv,no_inplace}"
[
label
=
"TensorType(float64, (True,))"
,
lp
=
"1836.5,326"
,
pos
=
"e,1793.6,293.26 1745.3,351.9 1745.2,340.94 1746.9,327.12 1755,318 1763,308.98 1773.1,302.21 1784.1,297.13"
]
;
"Elemwise{Cast{float64}}"
->
"Elemwise{Composite{((i0 * i1 * i2 * i3) + ((scalar_sigmoid((-i4)) *..."
[
label
=
"6 TensorType(float64, (True,))"
,
lp
=
"1674.5,282"
,
pos
=
"e,1574.7,212.06 1736.9,351.97 1729.1,340.46 1717.3,325.95 1703,318 1657.8,292.88 1623.3,337.83 1588,300 1568.8,279.46 1569.4,245.81 \ 1573,222.14"
]
;
sigmoid
[
fillcolor
=
"#FFAABB"
,
height
=
0.5
,
pos
=
"1925,370"
,
shape
=
ellipse
,
style
=
filled
,
width
=
1.1152
]
;
"Elemwise{Composite{((-i0) - i1)}}[(0, 0)]"
->
sigmoid
[
label
=
"TensorType(float64, vector)"
,
lp
=
"1642,414"
,
pos
=
"e,1892.7,380.92 1334.4,451.28 1415.9,446.46 1506.6,437.71 1544,422 1554.2,417.72 1552.7,410.1 1563,406 1624.6,381.39 1795.5,398.57 \ 1861,388 1868.2,386.84 1875.7,385.22 1883,383.43"
]
;
"Elemwise{neg,no_inplace}"
[
fillcolor
=
"#FFAABB"
,
height
=
0.5
,
pos
=
"913,370"
,
shape
=
ellipse
,
style
=
filled
,
width
=
3.0624
]
;
"Elemwise{Composite{((-i0) - i1)}}[(0, 0)]"
->
"Elemwise{neg,no_inplace}"
[
label
=
"TensorType(float64, vector)"
,
lp
=
"993,414"
,
pos
=
"e,908.16,388.2 1019.9,453.04 972.64,448.31 929.37,439.18 914,422 908.29,415.62 906.75,406.78 907.05,398.26"
]
;
"Elemwise{Composite{((-i0) - i1)}}[(0, 0)]"
->
"Elemwise{Composite{((i0 * i1 * i2 * i3) + ((scalar_sigmoid((-i4)) *..."
[
label
=
"4 TensorType(float64, vector)"
,
lp
=
"1614.5,326"
,
pos
=
"e,1571.2,212.21 1301.4,445.69 1384.1,435.49 1483.9,417.46 1514,388 1536.8,365.67 1520.5,348.47 1530,318 1540.6,284.05 1556.3,246.22 \ 1567,221.59"
]
;
"Elemwise{Composite{((-i0) - i1)}}[(0, 0)]"
->
"Elemwise{Composite{((i0 * scalar_softplus(i1)) - (i2 * i3 * scalar_..."
[
color
=
red
,
label
=
"1 TensorType(float64, vector)"
,
lp
=
"1179.5,370"
,
pos
=
"e,1074.2,298.37 1147.5,440.33 1128.4,428.56 1105.9,410.82 1095,388 1088.1,373.55 1088.1,366.46 1095,352 1100.4,340.58 1111.6,345.42 \ 1117,334 1120,327.57 1121.4,323.56 1117,318 1111.6,311.21 1099.4,305.63 1084.1,301.08"
]
;
"Elemwise{inv,no_inplace}"
->
"Elemwise{Composite{((i0 * i1 * i2 * i3) + ((scalar_sigmoid((-i4)) *..."
[
label
=
"2 TensorType(float64, (True,))"
,
lp
=
"1842.5,238"
,
pos
=
"e,1636.9,211.61 1827.1,266.12 1777.2,251.82 1701.5,230.13 1646.9,214.46"
]
;
sigmoid
->
"Assert{msg='Theano Assert failed!'}"
[
color
=
dodgerblue
,
label
=
"0 TensorType(float64, vector)"
,
lp
=
"2026.5,326"
,
pos
=
"e,2051.2,295.04 1926.3,351.82 1928,340.54 1932.2,326.37 1942,318 1950.2,310.97 1995,303.01 2041,296.46"
]
;
"Elemwise{Composite{GT(scalar_sigmoid(i0), i1)}}"
[
fillcolor
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doc/d3printing/GSoC/150628_edit/train.html
0 → 100644
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textSize
(
node
.
value
.
label
,
{
'class'
:
'nodeText'
});
node
.
value
.
width
=
size
.
width
+
2
*
pad
;
node
.
value
.
height
=
size
.
height
+
2
*
pad
;
node
.
value
.
cx
=
node
.
value
.
width
/
2
;
node
.
value
.
cy
=
node
.
value
.
height
/
2
;
}
function
updateNode
(
d
,
node
)
{
var
shape
;
if
(
d
.
value
.
shape
==
'ellipse'
)
{
node
.
selectAll
(
'ellipse'
).
remove
();
shape
=
node
.
append
(
'ellipse'
)
.
attr
(
'class'
,
'nodeEllipse'
)
.
attr
(
'cx'
,
d
.
value
.
cx
)
.
attr
(
'cy'
,
d
.
value
.
cy
)
.
attr
(
'rx'
,
d
.
value
.
width
*
0.6
)
.
attr
(
'ry'
,
d
.
value
.
height
*
0.6
);
}
else
{
node
.
selectAll
(
'rect'
).
remove
();
shape
=
node
.
append
(
'rect'
)
.
attr
(
'class'
,
'nodeRect'
)
.
attr
(
'width'
,
d
.
value
.
width
)
.
attr
(
'height'
,
d
.
value
.
height
);
}
shape
.
attr
(
'fill'
,
fillColor
(
d
.
value
.
fillcolor
));
node
.
selectAll
(
'text'
).
remove
();
var
text
=
node
.
append
(
'text'
)
.
attr
(
'class'
,
'nodeText'
)
.
attr
(
'x'
,
pad
)
.
attr
(
'dy'
,
function
(
d
)
{
return
d
.
value
.
height
-
pad
-
5
;})
.
text
(
function
(
d
)
{
return
d
.
value
.
label
;})
.
on
(
'dblclick'
,
releaseNode
);
}
nodes
.
each
(
function
(
d
)
{
var
node
=
d3
.
select
(
this
);
updateNode
(
d
,
node
);});
// TODO: activate again without interfering with click event
//nodes.on('dblclick', releaseNode);
nodes
.
on
(
'click'
,
function
(
d
)
{
var
pos
=
this
.
getBBox
();
var
node
=
d3
.
select
(
this
);
if
(
d3
.
event
.
defaultPrevented
)
return
;
var
form
=
node
.
append
(
'foreignObject'
)
.
attr
(
'x'
,
pos
.
x
)
.
attr
(
'y'
,
pos
.
y
)
.
attr
(
'width'
,
d
.
value
.
width
)
.
attr
(
'height'
,
25
);
var
input
=
form
.
append
(
'xhtml:form'
).
append
(
'input'
)
.
attr
(
'style'
,
'width: '
+
d
.
value
.
width
+
'px'
)
.
attr
(
'value'
,
function
()
{
this
.
focus
();
return
d
.
value
.
label
;
})
.
on
(
'blur'
,
function
()
{
d
.
value
.
label
=
input
.
node
().
value
;
setNodeSize
(
d
);
updateNode
(
d
,
node
);
form
.
remove
();
// TODO: check this
})
.
on
(
'keypress'
,
function
()
{
if
(
!
d3
.
event
)
{
d3
.
event
=
window
.
event
;
}
var
event
=
d3
.
event
;
if
(
event
.
keyCode
==
13
)
{
if
(
typeof
(
event
.
cancelBubble
))
{
event
.
cancelBubble
=
true
;
}
if
(
event
.
stopPropagation
)
{
event
.
stopPropagation
();
}
event
.
preventDefault
();
d
.
value
.
label
=
input
.
node
().
value
;
setNodeSize
(
d
);
updateNode
(
d
,
node
);
form
.
remove
();
// TODO: check thi
}
});
});
nodes
.
on
(
'mouseover'
,
function
(
node
)
{
edges
.
each
(
function
(
d
,
i
)
{
var
edge
=
d3
.
select
(
this
);
if
(
d
.
source
==
node
||
d
.
target
==
node
)
{
edge
.
transition
()
.
duration
(
200
)
.
style
(
'opacity'
,
1.0
);
}
});
});
nodes
.
on
(
'mouseout'
,
function
(
node
)
{
edges
.
each
(
function
(
d
,
i
)
{
var
edge
=
d3
.
select
(
this
);
if
(
d
.
source
.
index
==
node
.
index
||
d
.
target
.
index
==
node
.
index
)
{
edge
.
transition
()
.
duration
(
200
)
.
style
(
'opacity'
,
0.4
);
}
});
});
// Zoom and translate event handler
function
zoom
(
d
)
{
pane
.
attr
(
'transform'
,
'translate('
+
d3
.
event
.
translate
+
') scale('
+
d3
.
event
.
scale
+
')'
);
}
// Force layout
layout
=
d3
.
layout
.
force
()
.
nodes
(
graph
[
'nodes'
])
.
links
(
graph
[
'edges'
])
.
size
([
dotWidth
,
dotHeight
])
.
charge
(
-
3000
)
.
linkDistance
(
50
)
.
linkStrength
(
0.1
)
.
on
(
'tick'
,
updateGraph
);
// Drag behavour
var
drag
=
layout
.
drag
()
.
on
(
'dragstart'
,
function
(
d
)
{
d3
.
event
.
sourceEvent
.
stopPropagation
();
d3
.
event
.
sourceEvent
.
preventDefault
();
d
.
fixed
=
true
;
});
nodes
.
call
(
drag
);
// Zoom behaviour
var
bZoom
=
d3
.
behavior
.
zoom
()
.
scaleExtent
([
0.2
,
8
])
//.on("dblclick.zoom", null)
.
on
(
'zoom'
,
zoom
);
svg
.
call
(
bZoom
);
svg
.
on
(
"dblclick.zoom"
,
null
);
// Start force layout
layout
.
start
();
});
function
length
(
x1
,
y1
,
x2
,
y2
)
{
return
Math
.
sqrt
(
Math
.
pow
(
x1
-
x2
,
2
)
+
Math
.
pow
(
y1
-
y2
,
2
));
}
function
pathPos
(
x1
,
y1
,
x2
,
y2
,
c
)
{
x
=
(
1
-
c
)
*
x1
+
c
*
x2
;
y
=
(
1
-
c
)
*
y1
+
c
*
y2
;
p
=
x
+
','
+
y
;
return
p
;
}
// Update graph
function
updateGraph
()
{
// Update nodes
nodes
.
attr
(
'transform'
,
function
(
d
)
{
return
'translate('
+
(
d
.
x
-
d
.
value
.
cx
)
+
' '
+
(
d
.
y
-
d
.
value
.
cy
)
+
')'
;
});
// Update edges
edges
.
attr
(
'd'
,
function
(
d
)
{
var
dist
=
100
;
var
l
=
length
(
d
.
source
.
x
,
d
.
source
.
y
,
d
.
target
.
x
,
d
.
target
.
y
);
var
n
=
Math
.
max
(
2
,
Math
.
floor
(
l
/
dist
));
var
marker
=
[];
for
(
var
i
=
1
;
i
<
n
;
++
i
)
{
marker
.
push
(
i
/
n
);
}
var
markerPos
=
marker
.
map
(
function
(
c
)
{
return
pathPos
(
d
.
source
.
x
,
d
.
source
.
y
,
d
.
target
.
x
,
d
.
target
.
y
,
c
);});
var
markerPos
=
' L'
+
markerPos
.
join
(
' L'
);
return
'M'
+
d
.
source
.
x
+
','
+
d
.
source
.
y
+
markerPos
+
' L'
+
d
.
target
.
x
+
','
+
d
.
target
.
y
;
});
}
function
releaseNode
(
d
)
{
d
.
fixed
=
false
;
layout
.
start
();
}
function
releaseNodes
()
{
graph
[
'nodes'
].
forEach
(
function
(
d
)
{
d
.
fixed
=
false
;
});
layout
.
start
();
}
function
resetNodes
()
{
layout
.
stop
();
var
nodes
=
graph
[
'nodes'
];
nodes
.
forEach
(
function
(
node
,
i
){
nodes
[
i
].
x
=
scaleDotX
(
node
.
value
.
pos
[
0
]);
nodes
[
i
].
y
=
scaleDotY
(
dotHeight
-
(
node
.
value
.
pos
[
1
]
+
node
.
value
.
height
));
nodes
[
i
].
px
=
nodes
[
i
].
x
;
nodes
[
i
].
py
=
nodes
[
i
].
y
;
nodes
[
i
].
fixed
=
true
;
});
updateGraph
();
layout
.
start
();
}
</script>
</body>
</html>
doc/d3printing/GSoC/150628_edit/train.png
0 → 100644
浏览文件 @
476ad0e1
418.7 KB
theano/d3printing/d3printing.py
浏览文件 @
476ad0e1
...
@@ -3,6 +3,7 @@
...
@@ -3,6 +3,7 @@
# Authors: Christof Angermueller <cangermueller@gmail.com>
# Authors: Christof Angermueller <cangermueller@gmail.com>
import
os.path
import
os.path
from
theano.printing
import
pydotprint
from
theano.printing
import
pydotprint
...
@@ -46,8 +47,11 @@ def d3print(fct, outfile=None, return_html=False, print_message=True,
...
@@ -46,8 +47,11 @@ def d3print(fct, outfile=None, return_html=False, print_message=True,
:param *args, **kwargs: Parameters passed to pydotprint
:param *args, **kwargs: Parameters passed to pydotprint
"""
"""
# Generate dot graph
definition by calling pydotprint
# Generate dot graph
by pydotprint and write to file
dot_graph
=
d3dot
(
fct
,
*
args
,
**
kwargs
)
dot_graph
=
d3dot
(
fct
,
*
args
,
**
kwargs
)
dot_file
=
os
.
path
.
splitext
(
outfile
)[
0
]
+
'.dot'
with
open
(
dot_file
,
'w'
)
as
f
:
f
.
write
(
dot_graph
)
# Read template HTML file and replace variables
# Read template HTML file and replace variables
template_file
=
os
.
path
.
join
(
os
.
path
.
dirname
(
os
.
path
.
realpath
(
__file__
)),
template_file
=
os
.
path
.
join
(
os
.
path
.
dirname
(
os
.
path
.
realpath
(
__file__
)),
...
@@ -56,7 +60,7 @@ def d3print(fct, outfile=None, return_html=False, print_message=True,
...
@@ -56,7 +60,7 @@ def d3print(fct, outfile=None, return_html=False, print_message=True,
template
=
f
.
read
()
template
=
f
.
read
()
f
.
close
()
f
.
close
()
replace
=
{
replace
=
{
'
%%
DOT_
GRAPH
%%
'
:
dot_graph
,
'
%%
DOT_
FILE
%%
'
:
dot_file
,
}
}
html
=
replace_patterns
(
template
,
replace
)
html
=
replace_patterns
(
template
,
replace
)
...
...
theano/d3printing/template.html
浏览文件 @
476ad0e1
...
@@ -8,13 +8,13 @@
...
@@ -8,13 +8,13 @@
<body>
<body>
<style>
<style>
.
svg
{
svg
{
margin-left
:
auto
;
margin-left
:
auto
;
margin-right
:
auto
;
margin-right
:
auto
;
display
:
block
;
display
:
block
;
position
:
fixed
;
position
:
fixed
;
border
:
0px
solid
black
;
border
:
0px
solid
black
;
top
:
0%
;
left
:
0%
;
right
:
0%
bottom
=
0%
top
:
5%
;
left
:
0%
;
right
:
0%
bottom
=
1
0%
}
}
.nodeRect
{
.nodeRect
{
stroke
:
black
;
stroke
:
black
;
...
@@ -28,9 +28,9 @@
...
@@ -28,9 +28,9 @@
color
:
black
;
color
:
black
;
}
}
.edge
{
.edge
{
stroke
:
black
;
stroke-width
:
3px
;
stroke-width
:
3px
;
cursor
:
pointer
;
cursor
:
pointer
;
opacity
:
0.4
;
}
}
.edgeLabelRect
{
.edgeLabelRect
{
stroke
:
black
;
stroke
:
black
;
...
@@ -43,37 +43,76 @@
...
@@ -43,37 +43,76 @@
text-anchor
:
start
;
text-anchor
:
start
;
}
}
.arrowHead
{
.arrowHead
{
stroke
:
black
;
stroke
:
green
;
stroke-width
:
1px
;
}
.arrowHead_n
{
stroke
:
green
;
}
.arrowHead_r
{
stroke-width
:
3px
;
stroke-width
:
3px
;
fill
:
black
;
fill
:
red
;
stroke
:
red
;
}
.arrowHead_b
{
stroke
:
dodgerblue
;
}
.tooltip
{
position
:
absolute
;
text-align
:
center
;
vertical-align
:
middle
;
min-width
:
10px
;
min-height
:
10px
;
padding
:
5px
;
background
:
lightsteelblue
;
border
:
1px
solid
black
;
border-radius
:
8px
;
pointer-events
:
none
;
}
}
</style>
</style>
<div>
<input
name=
"resetNodes"
type=
"button"
value=
"Reset nodes"
onclick=
"resetNodes()"
/>
<input
name=
"releaseNodes"
type=
"button"
value=
"Release nodes"
onclick=
"releaseNodes()"
/>
</div>
<script
type=
"text/javascript"
>
<script
type=
"text/javascript"
>
var
width
=
1200
;
var
path
=
'%% DOT_FILE %%'
;
var
height
=
900
;
// Global attributes
// Global attributes
var
pad
=
10
;
var
pad
=
10
;
d3
.
select
(
'body'
).
select
(
'svg'
).
remove
();
d3
.
select
(
'body'
).
select
(
'svg'
).
remove
();
var
svg
=
d3
.
select
(
'body'
).
append
(
'svg'
)
var
svg
=
d3
.
select
(
'body'
).
append
(
'svg'
)
.
attr
(
'class'
,
'svg'
)
.
attr
(
'width'
,
'100%'
)
.
attr
(
'width'
,
'100%'
)
.
attr
(
'height'
,
'
100
%'
);
.
attr
(
'height'
,
'
95
%'
);
var
pane
=
svg
.
append
(
'g'
);
var
pane
=
svg
.
append
(
'g'
);
var
edgeDiv
=
d3
.
select
(
'body'
).
append
(
'div'
)
.
attr
(
'class'
,
'tooltip'
)
.
style
(
'opacity'
,
0.0
);
// Definition head of edges
// Definition head of edges
svg
.
append
(
"defs"
).
append
(
"marker"
)
var
markerData
=
[
.
attr
(
"id"
,
'edgeArrow'
)
{
'id'
:
'n'
,
'color'
:
'black'
},
.
attr
(
"markerWidth"
,
6
)
{
'id'
:
'r'
,
'color'
:
'red'
},
.
attr
(
"markerHeight"
,
6
)
{
'id'
:
'b'
,
'color'
:
'dodgerblue'
}];
.
attr
(
"refX"
,
3
)
svg
.
append
(
"defs"
).
selectAll
(
'marker'
).
data
(
markerData
).
enter
().
append
(
"marker"
)
.
attr
(
"refY"
,
3
)
.
attr
(
"id"
,
function
(
d
)
{
return
'edgeArrow_'
+
d
.
id
;})
.
attr
(
"markerWidth"
,
4
)
.
attr
(
"markerHeight"
,
4
)
.
attr
(
"refX"
,
2
)
.
attr
(
"refY"
,
2
)
.
attr
(
"orient"
,
"auto"
)
.
attr
(
"orient"
,
"auto"
)
.
append
(
"path"
)
.
append
(
"path"
)
.
attr
(
"d"
,
"M0,0 L
6,3 L0,6
Z"
)
.
attr
(
"d"
,
"M0,0 L
4,2 L0,4
Z"
)
.
attr
(
'
style'
,
'arrowHead'
);
.
attr
(
'
fill'
,
function
(
d
)
{
return
d
.
color
;}
);
function
textSize
(
text
,
attr
)
{
function
textSize
(
text
,
attr
)
{
var
t
=
svg
.
append
(
'text'
).
text
(
text
);
var
t
=
svg
.
append
(
'text'
).
text
(
text
);
...
@@ -86,15 +125,22 @@
...
@@ -86,15 +125,22 @@
t
.
remove
();
t
.
remove
();
return
bbox
;
return
bbox
;
}
}
function
exists
(
x
)
{
return
typeof
(
x
)
!=
'undefined'
;
}
var
dotGraph
;
var
dotGraph
;
var
graph
=
{};
var
graph
=
{};
var
nodes
=
[];
var
nodes
=
[];
var
edges
=
[];
var
edges
=
[];
// d3.text(path, function(dotGraphDef) {
var
layout
;
var
scaleDotX
;
var
dotGraphDef
=
'%% DOT_GRAPH %%'
;
var
scaleDotY
;
dotGraph
=
graphlibDot
.
parse
(
dotGraphDef
);
d3
.
text
(
path
,
function
(
data
)
{
dotGraph
=
graphlibDot
.
parse
(
data
);
// Calculate width and height
// Calculate width and height
var
posMax
=
[
0
,
0
];
var
posMax
=
[
0
,
0
];
...
@@ -108,10 +154,10 @@
...
@@ -108,10 +154,10 @@
}
}
dotWidth
=
posMax
[
0
];
dotWidth
=
posMax
[
0
];
dotHeight
=
posMax
[
1
];
dotHeight
=
posMax
[
1
];
svg
.
attr
(
'viewBox'
,
'0,0,'
+
width
+
','
+
h
eight
);
//svg.attr('viewBox', '0,0,' + dotWidth + ',' + dotH
eight);
var
scaleDotX
=
d3
.
scale
.
linear
().
domain
([
0
,
dotWidth
+
100
]).
range
([
0
,
width
]);
scaleDotX
=
d3
.
scale
.
linear
().
domain
([
0
,
dotWidth
]).
range
([
20
,
dotWidth
*
1.2
]);
var
scaleDotY
=
d3
.
scale
.
linear
().
domain
([
-
25
,
dotHeight
+
100
]).
range
([
0
,
height
]);
scaleDotY
=
d3
.
scale
.
linear
().
domain
([
0
,
dotHeight
]).
range
([
20
,
dotHeight
*
1.2
]);
// Parse nodes
// Parse nodes
var
i
=
0
;
var
i
=
0
;
...
@@ -140,6 +186,19 @@
...
@@ -140,6 +186,19 @@
var
size
=
textSize
(
edge
.
value
.
label
,
{
'class'
:
'edgeLabelText'
});
var
size
=
textSize
(
edge
.
value
.
label
,
{
'class'
:
'edgeLabelText'
});
edge
.
value
.
width
=
size
.
width
+
2
*
pad
;
edge
.
value
.
width
=
size
.
width
+
2
*
pad
;
edge
.
value
.
height
=
size
.
height
+
2
*
pad
;
edge
.
value
.
height
=
size
.
height
+
2
*
pad
;
if
(
!
exists
(
edge
.
value
.
color
))
{
edge
.
value
.
color
=
'black'
;
}
switch
(
edge
.
value
.
color
)
{
case
'dodgerblue'
:
edge
.
value
.
type
=
'b'
;
break
;
case
'red'
:
edge
.
value
.
type
=
'r'
;
break
;
default
:
edge
.
value
.
type
=
'n'
;
}
edges
.
push
(
edge
);
edges
.
push
(
edge
);
dotGraph
.
_edges
[
edgeId
]
=
edge
;
dotGraph
.
_edges
[
edgeId
]
=
edge
;
}
}
...
@@ -154,57 +213,51 @@
...
@@ -154,57 +213,51 @@
// Add edges
// Add edges
edges
=
pane
.
append
(
'g'
).
attr
(
'id'
,
'edges'
).
selectAll
(
'path'
).
data
(
graph
[
'edges'
]).
enter
().
append
(
'path'
)
edges
=
pane
.
append
(
'g'
).
attr
(
'id'
,
'edges'
).
selectAll
(
'path'
).
data
(
graph
[
'edges'
]).
enter
().
append
(
'path'
)
.
attr
(
'class'
,
'edge'
)
.
attr
(
'class'
,
'edge'
)
.
attr
(
'marker-mid'
,
'url(#edgeArrow)'
)
.
attr
(
'stroke'
,
function
(
d
)
{
return
d
.
value
.
color
;})
.
attr
(
'marker-mid'
,
function
(
d
)
{
return
'url(#edgeArrow_'
+
d
.
value
.
type
+
')'
;})
.
on
(
'mouseover'
,
function
(
d
)
{
.
on
(
'mouseover'
,
function
(
d
)
{
var
edgeLabel
=
pane
.
select
(
'#edgeLabels .'
+
d
.
id
);
var
edge
=
d3
.
select
(
this
);
edgeLabel
.
attr
(
'style'
,
'display: inline'
);
edge
.
transition
()
.
duration
(
200
)
.
style
(
'opacity'
,
1.0
);
edgeDiv
.
transition
()
.
duration
(
200
)
.
style
(
'opacity'
,
.
9
);
edgeDiv
.
html
(
d
.
value
.
label
)
.
style
(
'left'
,
(
d3
.
event
.
pageX
)
+
'px'
)
.
style
(
'top'
,
(
d3
.
event
.
pageY
-
28
)
+
'px'
);
})
})
.
on
(
'mouseout'
,
function
(
d
)
{
.
on
(
'mouseout'
,
function
(
d
)
{
var
edge
=
d3
.
select
(
this
);
if
(
!
isEdgeLabelOver
)
{
edge
.
transition
()
var
edgeLabel
=
pane
.
select
(
'#edgeLabels .'
+
d
.
id
);
.
duration
(
200
)
edgeLabel
.
attr
(
'style'
,
'display: none'
);
.
style
(
'opacity'
,
0.4
);
}
edgeDiv
.
transition
()
.
duration
(
200
)
.
style
(
'opacity'
,
0
);
});
});
// Add edge labels
edgeLabels
=
pane
.
append
(
'g'
).
attr
(
'id'
,
'edgeLabels'
).
selectAll
(
'g'
).
data
(
graph
[
'edges'
]).
enter
().
append
(
'g'
)
.
attr
(
'style'
,
'display: none'
)
.
attr
(
'class'
,
function
(
d
)
{
return
d
.
id
;})
.
on
(
'mouseover'
,
function
(
d
)
{
isEdgeLabelOver
=
true
;
var
edgeLabel
=
d3
.
select
(
this
);
edgeLabel
.
attr
(
'style'
,
'display: inline'
);
})
.
on
(
'mouseout'
,
function
(
d
)
{
var
edgeLabel
=
d3
.
select
(
this
);
edgeLabel
.
attr
(
'style'
,
'display: none'
);
isEdgeLabelOver
=
false
;
});
var
edgeLabelsRect
=
edgeLabels
.
append
(
'rect'
)
.
attr
(
'class'
,
'edgeLabelRect'
)
.
attr
(
'fill'
,
'white'
)
.
attr
(
'width'
,
function
(
d
)
{
return
d
.
value
.
width
;})
.
attr
(
'height'
,
function
(
d
)
{
return
d
.
value
.
height
;})
.
attr
(
'rx'
,
5
)
.
attr
(
'ry'
,
5
);
var
edgeLabelsText
=
edgeLabels
.
append
(
'text'
)
.
attr
(
'class'
,
'edgeLabelText'
)
.
attr
(
'x'
,
function
(
d
)
{
return
pad
;})
.
attr
(
'dy'
,
function
(
d
)
{
return
d
.
value
.
height
-
pad
-
5
;})
.
text
(
function
(
d
)
{
return
d
.
value
.
label
;});
// Add nodes
// Add nodes
nodes
=
pane
.
append
(
'g'
).
attr
(
'id'
,
'nodes'
).
selectAll
(
'g'
).
data
(
graph
[
'nodes'
]).
enter
().
append
(
'g'
);
nodes
=
pane
.
append
(
'g'
).
attr
(
'id'
,
'nodes'
).
selectAll
(
'g'
).
data
(
graph
[
'nodes'
]).
enter
().
append
(
'g'
);
function
fillColor
(
f
)
{
function
fillColor
(
f
)
{
return
typeof
(
f
)
==
'undefined'
?
'white'
:
f
;
return
typeof
(
f
)
==
'undefined'
?
'white'
:
f
;
}
}
nodes
.
each
(
function
(
d
)
{
sel
=
d3
.
select
(
this
);
function
setNodeSize
(
node
)
{
var
size
=
textSize
(
node
.
value
.
label
,
{
'class'
:
'nodeText'
});
node
.
value
.
width
=
size
.
width
+
2
*
pad
;
node
.
value
.
height
=
size
.
height
+
2
*
pad
;
node
.
value
.
cx
=
node
.
value
.
width
/
2
;
node
.
value
.
cy
=
node
.
value
.
height
/
2
;
}
function
updateNode
(
d
,
node
)
{
var
shape
;
var
shape
;
if
(
d
.
value
.
shape
==
'ellipse'
)
{
if
(
d
.
value
.
shape
==
'ellipse'
)
{
shape
=
sel
.
append
(
'ellipse'
)
node
.
selectAll
(
'ellipse'
).
remove
();
shape
=
node
.
append
(
'ellipse'
)
.
attr
(
'class'
,
'nodeEllipse'
)
.
attr
(
'class'
,
'nodeEllipse'
)
.
attr
(
'cx'
,
d
.
value
.
cx
)
.
attr
(
'cx'
,
d
.
value
.
cx
)
.
attr
(
'cy'
,
d
.
value
.
cy
)
.
attr
(
'cy'
,
d
.
value
.
cy
)
...
@@ -212,38 +265,92 @@
...
@@ -212,38 +265,92 @@
.
attr
(
'ry'
,
d
.
value
.
height
*
0.6
);
.
attr
(
'ry'
,
d
.
value
.
height
*
0.6
);
}
else
{
}
else
{
shape
=
sel
.
append
(
'rect'
)
node
.
selectAll
(
'rect'
).
remove
();
shape
=
node
.
append
(
'rect'
)
.
attr
(
'class'
,
'nodeRect'
)
.
attr
(
'class'
,
'nodeRect'
)
.
attr
(
'width'
,
d
.
value
.
width
)
.
attr
(
'width'
,
d
.
value
.
width
)
.
attr
(
'height'
,
d
.
value
.
height
);
.
attr
(
'height'
,
d
.
value
.
height
);
}
}
shape
.
attr
(
'fill'
,
fillColor
(
d
.
value
.
fillcolor
));
shape
.
attr
(
'fill'
,
fillColor
(
d
.
value
.
fillcolor
));
});
var
nodesText
=
nodes
.
append
(
'text'
)
node
.
selectAll
(
'text'
).
remove
();
.
attr
(
'class'
,
'nodeText'
)
var
text
=
node
.
append
(
'text'
)
.
attr
(
'x'
,
pad
)
.
attr
(
'class'
,
'nodeText'
)
.
attr
(
'dy'
,
function
(
d
)
{
return
d
.
value
.
height
-
pad
-
5
;})
.
attr
(
'x'
,
pad
)
.
text
(
function
(
d
)
{
return
d
.
value
.
label
;});
.
attr
(
'dy'
,
function
(
d
)
{
return
d
.
value
.
height
-
pad
-
5
;})
.
text
(
function
(
d
)
{
return
d
.
value
.
label
;})
.
on
(
'dblclick'
,
releaseNode
);
}
nodes
.
each
(
function
(
d
)
{
var
node
=
d3
.
select
(
this
);
updateNode
(
d
,
node
);});
// Update graph
// TODO: activate again without interfering with click event
function
updateGraph
()
{
//nodes.on('dblclick', releaseNode);
// Update nodes
nodes
.
attr
(
'transform'
,
function
(
d
)
{
return
'translate('
+
(
d
.
x
-
d
.
value
.
cx
)
+
' '
+
(
d
.
y
-
d
.
value
.
cy
)
+
')'
;
});
nodes
.
on
(
'click'
,
function
(
d
)
{
// Update edges
var
pos
=
this
.
getBBox
();
edges
.
attr
(
'd'
,
function
(
d
)
{
var
node
=
d3
.
select
(
this
);
return
'M'
+
d
.
source
.
x
+
','
+
d
.
source
.
y
+
' L'
+
0.5
*
(
d
.
source
.
x
+
d
.
target
.
x
)
+
','
+
0.5
*
(
d
.
source
.
y
+
d
.
target
.
y
)
+
' L'
+
d
.
target
.
x
+
','
+
d
.
target
.
y
;
if
(
d3
.
event
.
defaultPrevented
)
return
;
var
form
=
node
.
append
(
'foreignObject'
)
.
attr
(
'x'
,
pos
.
x
)
.
attr
(
'y'
,
pos
.
y
)
.
attr
(
'width'
,
d
.
value
.
width
)
.
attr
(
'height'
,
25
);
var
input
=
form
.
append
(
'xhtml:form'
).
append
(
'input'
)
.
attr
(
'style'
,
'width: '
+
d
.
value
.
width
+
'px'
)
.
attr
(
'value'
,
function
()
{
this
.
focus
();
return
d
.
value
.
label
;
})
.
on
(
'blur'
,
function
()
{
d
.
value
.
label
=
input
.
node
().
value
;
setNodeSize
(
d
);
updateNode
(
d
,
node
);
form
.
remove
();
// TODO: check this
})
.
on
(
'keypress'
,
function
()
{
if
(
!
d3
.
event
)
{
d3
.
event
=
window
.
event
;
}
var
event
=
d3
.
event
;
if
(
event
.
keyCode
==
13
)
{
if
(
typeof
(
event
.
cancelBubble
))
{
event
.
cancelBubble
=
true
;
}
if
(
event
.
stopPropagation
)
{
event
.
stopPropagation
();
}
event
.
preventDefault
();
d
.
value
.
label
=
input
.
node
().
value
;
setNodeSize
(
d
);
updateNode
(
d
,
node
);
form
.
remove
();
// TODO: check thi
}
});
});
nodes
.
on
(
'mouseover'
,
function
(
node
)
{
edges
.
each
(
function
(
d
,
i
)
{
var
edge
=
d3
.
select
(
this
);
if
(
d
.
source
==
node
||
d
.
target
==
node
)
{
edge
.
transition
()
.
duration
(
200
)
.
style
(
'opacity'
,
1.0
);
}
});
});
// Update edge labels
});
edgeLabels
.
attr
(
'transform'
,
function
(
d
)
{
return
'translate('
+
(
0.5
*
(
d
.
source
.
x
+
d
.
target
.
x
-
d
.
value
.
width
))
+
','
+
(
0.5
*
(
d
.
source
.
y
+
d
.
target
.
y
-
d
.
value
.
height
))
+
')'
;
nodes
.
on
(
'mouseout'
,
function
(
node
)
{
edges
.
each
(
function
(
d
,
i
)
{
var
edge
=
d3
.
select
(
this
);
if
(
d
.
source
.
index
==
node
.
index
||
d
.
target
.
index
==
node
.
index
)
{
edge
.
transition
()
.
duration
(
200
)
.
style
(
'opacity'
,
0.4
);
}
});
});
}
}
);
// Drag-start event handler
function
dragStart
(
d
)
{
d3
.
event
.
sourceEvent
.
stopPropagation
();
d
.
fixed
=
true
;
}
// Zoom and translate event handler
// Zoom and translate event handler
function
zoom
(
d
)
{
function
zoom
(
d
)
{
...
@@ -251,30 +358,90 @@
...
@@ -251,30 +358,90 @@
}
}
// Force layout
// Force layout
var
layout
=
d3
.
layout
.
force
()
layout
=
d3
.
layout
.
force
()
.
nodes
(
graph
[
'nodes'
])
.
nodes
(
graph
[
'nodes'
])
.
links
(
graph
[
'edges'
])
.
links
(
graph
[
'edges'
])
.
size
([
width
,
height
])
.
size
([
dotWidth
,
dotHeight
])
.
gravity
(
0.00
)
.
charge
(
-
3000
)
.
charge
(
-
1000
)
.
linkDistance
(
50
)
.
linkDistance
(
50
)
.
linkStrength
(
0.1
)
.
linkStrength
(
0.1
)
.
on
(
'tick'
,
updateGraph
);
.
on
(
'tick'
,
updateGraph
);
// Drag behavour
// Drag behavour
var
drag
=
layout
.
drag
()
var
drag
=
layout
.
drag
()
.
on
(
'dragstart'
,
dragStart
);
.
on
(
'dragstart'
,
function
(
d
)
{
d3
.
event
.
sourceEvent
.
stopPropagation
();
d3
.
event
.
sourceEvent
.
preventDefault
();
d
.
fixed
=
true
;
});
nodes
.
call
(
drag
);
nodes
.
call
(
drag
);
// Zoom behaviour
// Zoom behaviour
var
bZoom
=
d3
.
behavior
.
zoom
()
var
bZoom
=
d3
.
behavior
.
zoom
()
.
scaleExtent
([
0.2
,
8
])
.
scaleExtent
([
0.2
,
8
])
//.on("dblclick.zoom", null)
.
on
(
'zoom'
,
zoom
);
.
on
(
'zoom'
,
zoom
);
svg
.
call
(
bZoom
);
svg
.
call
(
bZoom
);
svg
.
on
(
"dblclick.zoom"
,
null
);
// Start force layout
// Start force layout
layout
.
start
();
layout
.
start
();
// });
});
function
length
(
x1
,
y1
,
x2
,
y2
)
{
return
Math
.
sqrt
(
Math
.
pow
(
x1
-
x2
,
2
)
+
Math
.
pow
(
y1
-
y2
,
2
));
}
function
pathPos
(
x1
,
y1
,
x2
,
y2
,
c
)
{
x
=
(
1
-
c
)
*
x1
+
c
*
x2
;
y
=
(
1
-
c
)
*
y1
+
c
*
y2
;
p
=
x
+
','
+
y
;
return
p
;
}
// Update graph
function
updateGraph
()
{
// Update nodes
nodes
.
attr
(
'transform'
,
function
(
d
)
{
return
'translate('
+
(
d
.
x
-
d
.
value
.
cx
)
+
' '
+
(
d
.
y
-
d
.
value
.
cy
)
+
')'
;
});
// Update edges
edges
.
attr
(
'd'
,
function
(
d
)
{
var
dist
=
100
;
var
l
=
length
(
d
.
source
.
x
,
d
.
source
.
y
,
d
.
target
.
x
,
d
.
target
.
y
);
var
n
=
Math
.
max
(
2
,
Math
.
floor
(
l
/
dist
));
var
marker
=
[];
for
(
var
i
=
1
;
i
<
n
;
++
i
)
{
marker
.
push
(
i
/
n
);
}
var
markerPos
=
marker
.
map
(
function
(
c
)
{
return
pathPos
(
d
.
source
.
x
,
d
.
source
.
y
,
d
.
target
.
x
,
d
.
target
.
y
,
c
);});
var
markerPos
=
' L'
+
markerPos
.
join
(
' L'
);
return
'M'
+
d
.
source
.
x
+
','
+
d
.
source
.
y
+
markerPos
+
' L'
+
d
.
target
.
x
+
','
+
d
.
target
.
y
;
});
}
function
releaseNode
(
d
)
{
d
.
fixed
=
false
;
layout
.
start
();
}
function
releaseNodes
()
{
graph
[
'nodes'
].
forEach
(
function
(
d
)
{
d
.
fixed
=
false
;
});
layout
.
start
();
}
function
resetNodes
()
{
layout
.
stop
();
var
nodes
=
graph
[
'nodes'
];
nodes
.
forEach
(
function
(
node
,
i
){
nodes
[
i
].
x
=
scaleDotX
(
node
.
value
.
pos
[
0
]);
nodes
[
i
].
y
=
scaleDotY
(
dotHeight
-
(
node
.
value
.
pos
[
1
]
+
node
.
value
.
height
));
nodes
[
i
].
px
=
nodes
[
i
].
x
;
nodes
[
i
].
py
=
nodes
[
i
].
y
;
nodes
[
i
].
fixed
=
true
;
});
updateGraph
();
layout
.
start
();
}
</script>
</script>
</body>
</body>
</html>
</html>
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