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ScatterPlots.py
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Created
Thu, Oct 10, 04:28
Size
1 KB
Mime Type
text/x-python
Expires
Sat, Oct 12, 04:28 (2 d)
Engine
blob
Format
Raw Data
Handle
21479754
Attached To
rNPTOOLS Nanopore Tools
ScatterPlots.py
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import
AnalysisParameters
as
pm
import
numpy
as
np
import
scipy
import
scipy.signal
as
sig
import
Functions
as
f
import
os
import
matplotlib.pyplot
as
plt
from
matplotlib.backends.backend_pdf
import
PdfPages
from
matplotlib.font_manager
import
FontProperties
import
pandas
as
pd
import
h5py
from
tkinter.filedialog
import
askopenfilenames
pm
.
init
()
#currents = {'i1','i2'}
currents
=
{
'i1'
}
#filenames = askopenfilenames() # show an "Open" dialog box and return the path to the selected file
filenames
=
{
'/Users/migraf/Desktop/Chan/Data/R43_KCl gradient_100mMcis_1mM trans_4_20180405_182358_OriginalDB.hdf5'
}
count
=
0
dt
=
{}
dI
=
{}
count
=
{}
ind
=
{}
for
k
in
currents
:
dt
[
k
]
=
np
.
array
([])
dI
[
k
]
=
np
.
array
([])
count
[
k
]
=
0
for
k
in
currents
:
for
file
in
filenames
:
print
(
file
)
f
=
h5py
.
File
(
file
,
'r'
)
dt
[
k
]
=
np
.
append
(
dt
[
k
],
f
[
'LowPassSegmentation/'
+
k
+
'/DwellTime'
]
.
value
)
dI
[
k
]
=
np
.
append
(
dI
[
k
],
f
[
'LowPassSegmentation/'
+
k
+
'/FractionalCurrentDrop'
]
.
value
)
ind
[
k
]
=
f
[
'LowPassSegmentation/'
+
k
+
'/CommonIndex'
]
.
value
count
[
k
]
+=
len
(
dt
[
k
])
fig1
,
ax
=
plt
.
subplots
(
1
)
ax
.
plot
(
dt
[
'i1'
]
*
1e3
,
dI
[
'i1'
]
*
100
,
'ob'
,
label
=
'Ionic Current'
)
ax
.
plot
(
dt
[
'i2'
]
*
1e3
,
dI
[
'i2'
]
*
100
,
'or'
,
label
=
'Transverse Current'
)
#ax.set_xlim(0, 2)
#ax.set_ylim(10, 40)
ax
.
set_xlabel
(
'Time [ms]'
)
ax
.
set_ylabel
(
'Current Drop dI/I0 [%]'
)
ax
.
set_title
(
'MoS2 transverse detection, {} events'
.
format
(
count
))
fig1
.
savefig
(
file
[:
-
4
]
+
'Scatter.png'
,
dpi
=
300
)
fig1
.
savefig
(
file
[:
-
4
]
+
'Scatter.eps'
)
plt
.
show
()
#fig1.clear()
#fig1.close()
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