def sidethreadbrowse(self):
import threading
import fileupload
from ipywidgets import widgets
from IPython.display import display
## Begin initialisation of buttons
uploader = fileupload.FileUploadWidget()
uploader.observe(self._handle_upload, names='data')
display(uploader)
def _upload():
_upload_widget = fileupload.FileUploadWidget()
def _cb(change):
global file_contents
decoded = io.StringIO(change['owner'].data.decode('utf-8'))
filename = change['owner'].filename
print('Uploaded `{}` ({:.2f} kB)'.format(filename,
len(decoded.read()) / 2**10))
file_contents = decoded.getvalue()
def _upload():
_upload_widget = fileupload.FileUploadWidget()
def _cb(change):
decoded = io.StringIO(change['owner'].data.decode('utf-8'))
filename = change['owner'].filename
print('Uploaded `{}` ({:.2f} kB)'.format(filename,
len(decoded.read()) / 2**10))
_upload_widget.observe(_cb, names='data')
display(_upload_widget)
def upload():
text_file = fileupload.FileUploadWidget()
def cb(change):
global file_contents
decoded = io.StringIO(change['owner'].data.decode('utf-8'))
filename = change['owner'].filename
print('Uploaded `{}` ({:.2f} kB)'.format(filename,
len(decoded.read()) / 2**10))
file_contents = decoded.getvalue()
text_file.observe(cb, names='data')
display(text_file)
def _upload():
""" For accept the file in form of text and convert it into the string object """
_upload_widget = fileupload.FileUploadWidget()
def _cb(change):
global file_contents
decoded = io.StringIO(change['owner'].data.decode('utf-8'))
filename = change['owner'].filename
print('Uploaded `{}` ({:.2f} kB)'.format(filename,
len(decoded.read()) / 2**10))
file_contents = decoded.getvalue()
_upload_widget.observe(_cb, names='data')
display(_upload_widget)
def _upload():
"""TO Get the file from user"""
_upload_widget = fileupload.FileUploadWidget()
def _cb(change):
global file_contents
decoded = io.StringIO(change['owner'].data.decode('utf-8'))
filename = change['owner'].filename
print('Uploaded `{}` ({:.2f} kB)'.format(filename,
len(decoded.read()) / 2**10))
file_contents = decoded.getvalue()
_upload_widget.observe(_cb, names='data')
display(_upload_widget)
def _upload():
_upload_widget = fileupload.FileUploadWidget()
def _cb(change):
global file_contents
decoded = io.StringIO(change['owner'].data.decode('utf-8'))
filename = change['owner'].filename
print('Uploaded `{}` ({:.2f} kB)'.format(
filename, len(decoded.read()) / 2 **10))
file_contents = decoded.getvalue()
_upload_widget.observe(_cb, names='data')
display(_upload_widget)
_upload()
def calculate_frequencies(file_contents):
# Here is a list of punctuations and uninteresting words you can use to process your text
punctuations = '''!()-[]{};:'"\,<>./?@#$%^&*_~'''
uninteresting_words = ["the", "a", "to", "if", "is", "it", "of", "and", "or", "an", "as", "i", "me", "my", \
"we", "our", "ours", "you", "your", "yours", "he", "she", "him", "his", "her", "hers", "its", "they", "them", \
"their", "what", "which", "who", "whom", "this", "that", "am", "are", "was", "were", "be", "been", "being", \
"have", "has", "had", "do", "does", "did", "but", "at", "by", "with", "from", "here", "when", "where", "how", \
"all", "any", "both", "each", "few", "more", "some", "such", "no", "nor", "too", "very", "can", "will", "just"]
diction = {}
low = file_contents.lower()
no_punct = ""
for word in low:
if word not in punctuations:
no_punct = no_punct + word
lis = no_punct.split()
for words in lis:
if words not in uninteresting_words:
if words in diction:
diction[words] += 1
else:
diction[words] = 0
#wordcloud
cloud = wordcloud.WordCloud()
cloud.generate_from_frequencies(diction)
return cloud.to_array()
# Display your wordcloud image
myimage = calculate_frequencies(file_contents)
plt.imshow(myimage, interpolation = 'nearest')
plt.axis('off')
plt.show()
def _upload():
import io
_upload_widget = fileupload.FileUploadWidget()
def _cb(change):
decoded = io.StringIO(change['owner'].data.decode('utf-8'))
filename = change['owner'].filename
print('Uploaded `{}` ({:.2f} kB)'.format(filename,
len(decoded.read()) / 2**10))
output = decoded.getvalue()
filename_out = 'star_data.txt'
f1 = open(filename_out, 'w')
f1.write(output)
f1.close()
_upload_widget.observe(_cb, names='data')
display(_upload_widget)
def file_uploader(upload_dir='examples/uploaded',
button_label='Upload .CSV file'):
_upload_widget = fileupload.FileUploadWidget(label=button_label)
if not os.path.exists(upload_dir):
os.makedirs(upload_dir)
def _cb(change):
decoded = io.StringIO(change['owner'].data.decode('utf-8'))
filename = change['owner'].filename
fpath = os.path.join(upload_dir, filename)
print('Uploaded `{}` ({:.2f} kB)'.format(fpath,
len(decoded.read()) / 2**10))
with io.open(fpath, 'w') as fd:
fd.write(decoded.getvalue())
decoded.close()
_upload_widget.observe(_cb, names='data')
display(_upload_widget)
import io
import os
import re
from IPython.display import display
import fileupload
upload_widget = fileupload.FileUploadWidget()
finput = None
def set_input(n):
global finput
finput = n
def upload():
def _cb(change):
global finput
filename = change['owner'].filename
data = change['owner'].data
fd = os.open(filename,os.O_CREAT|os.O_WRONLY)
os.write(fd,data)
os.close(fd)
finput.value = filename
upload_widget.observe(_cb, names='data')
display(upload_widget)
upload()
def _addInputJupyter(self, name, input, reset=False):
"""Add an input requirement for Jupyter.
Parameters
----------
name : str
The name of the input.
input : :class:`Requirement <BioSimSpace.Gateway._requirement.Requirement>`
The input requirement object.
reset : bool
Whether to reset the widget data.
"""
# Create a widget button to indicate whether the requirement value
# has been set.
button = _widgets.Button(
tooltip="The input requirement is unset.",
button_style="warning",
icon="fa-exclamation-triangle",
layout=_widgets.Layout(flex="1 1 auto", width="auto"),
disabled=False,
)
# Add a Jupyter widget for each of the supported requirement types.
# Boolean.
if type(input) is _Boolean:
# Create a Jupyter toggle button.
widget = _widgets.ToggleButton(value=False,
description=name,
tooltip=input.getHelp(),
button_style="",
icon="check",
disabled=False)
# Add the 'set' indicator button to the widget.
widget._button = button
# Flag that the widget is unset.
widget._is_set = False
# Get the default value.
default = input.getDefault()
if default is not None:
widget.value = default
widget._is_set = True
widget._button.tooltip = "The input requirement is set."
widget._button.button_style = "success"
widget._button.icon = "fa-check"
# Store the requirement name.
widget._name = name
# Bind the callback function.
widget.observe(_on_value_change, names="value")
# Store the widget.
self._widgets[name] = widget
# Integer.
elif type(input) is _Integer:
# Get the list of allowed values.
allowed = input.getAllowedValues()
# Get the default value.
default = input.getDefault()
if allowed is not None:
# Set the default.
if default is None:
default = allowed[0]
# Create a dropdown for the list of allowed values.
widget = _widgets.Dropdown(options=allowed,
value=default,
description=name,
tooltip=input.getHelp(),
disabled=False)
else:
# Get the range of the input.
_min = input.getMin()
_max = input.getMax()
# Whether the integer is unbounded.
is_unbounded = True
if _min is not None:
# Set the default.
if default is None:
default = _min
# Bounded integer.
if _max is not None:
step = int((_max - _min) / 100)
# Create an int slider widget.
widget = _widgets.IntSlider(value=default,
min=_min,
max=_max,
step=step,
description=name,
tooltip=input.getHelp(),
continuous_update=False,
orientation="horizontal",
readout=True,
readout_format="d",
disabled=False)
# Flag that the integer is bounded.
is_unbounded = False
# Unbounded integer.
if is_unbounded:
# Create an integer widget.
widget = _widgets.IntText(value=default,
description=name,
tooltip=input.getHelp(),
disabled=False)
# Add the 'set' indicator button to the widget.
widget._button = button
# Flag that the widget is unset.
widget._is_set = False
# Add an attribute to flag whether the widget value has
# been set by the user.
if input.getDefault() is not None:
widget._is_set = True
widget._button.tooltip = "The input requirement is set."
widget._button.button_style = "success"
widget._button.icon = "fa-check"
# Store the requirement name.
widget._name = name
# Bind the callback function.
widget.observe(_on_value_change, names="value")
# Store the widget.
self._widgets[name] = widget
# Float types (including those with units).
elif type(input) in _float_types:
# Get the list of allowed values.
allowed = input.getAllowedValues()
# Get the default value.
default = input.getDefault()
# Get the magnitude of types with units.
if isinstance(default, _Type.Type):
default = default.magnitude()
if allowed is not None:
# Set the default.
if default is None:
default = allowed[0]
# Get the magnitude of types with units.
if isinstance(default, _Type.Type):
default = default.magnitude()
# Create a dropdown for the list of allowed values.
widget = _widgets.Dropdown(options=allowed,
value=default,
description=name,
tooltip=input.getHelp(),
disabled=False)
else:
# Get the range of the input.
_min = input.getMin()
_max = input.getMax()
# Get the magnitude of types with units.
if isinstance(_min, _Type.Type):
_min = _min.magnitude()
if isinstance(_max, _Type.Type):
_max = _max.magnitude()
# Whether the float is unbounded.
is_unbounded = True
if _min is not None:
# Set the default.
if default is None:
default = _min
# Bounded float.
if _max is not None:
step = (_max - _min) / 100
# Create a float slider widget.
widget = _widgets.FloatSlider(value=default,
min=_min,
max=_max,
step=step,
description=name,
tooltip=input.getHelp(),
continuous_update=False,
orientation="horizontal",
readout=True,
readout_format=".1f",
disabled=False)
# Flag that the float is bounded.
is_unbounded = False
# Unbounded float.
if is_unbounded:
# Create a float widget.
widget = _widgets.FloatText(value=default,
description=name,
tooltip=input.getHelp(),
disabled=False)
# Add the 'set' indicator button to the widget.
widget._button = button
# Flag that the widget is unset.
widget._is_set = False
# Add an attribute to flag whether the widget value has
# been set by the user.
if input.getDefault() is not None:
widget._is_set = True
widget._button.tooltip = "The input requirement is set."
widget._button.button_style = "success"
widget._button.icon = "fa-check"
# Store the requirement name.
widget._name = name
# Bind the callback function.
widget.observe(_on_value_change, names="value")
# Store the widget.
self._widgets[name] = widget
# String.
elif type(input) is _String:
# Get the list of allowed values.
allowed = input.getAllowedValues()
# Get the default value.
default = input.getDefault()
if allowed is not None:
# Set the default.
if default is None:
default = allowed[0]
# Create a dropdown for the list of allowed values.
widget = _widgets.Dropdown(options=allowed,
value=default,
description=name,
tooltip=input.getHelp(),
disabled=False)
else:
if default is None:
# Create a text widget without a default.
widget = _widgets.Text(placeholder="Type something",
description=name,
tooltip=input.getHelp(),
disabled=False)
else:
# Create a text widget.
widget = _widgets.Text(value=default,
placeholder="Type something",
description=name,
tooltip=input.getHelp(),
disabled=False)
# Add the 'set' indicator button to the widget.
widget._button = button
# Flag that the widget is unset.
widget._is_set = False
# Add an attribute to flag whether the widget value has
# been set by the user.
if input.getDefault() is not None:
widget._is_set = True
widget._button.tooltip = "The input requirement is set."
widget._button.button_style = "success"
widget._button.icon = "fa-check"
# Store the requirement name.
widget._name = name
# Bind the callback function.
widget.observe(_on_value_change, names="value")
# Store the widget.
self._widgets[name] = widget
# File.
elif type(input) is _File:
# Create a fileupload widget.
widget = _fileupload.FileUploadWidget()
# Add the 'set' indicator button to the widget.
widget._button = button
# Flag that the widget is unset.
widget._is_set = False
# Flag that this is just a single file upload.
widget._is_multi = False
# Set the value to None.
widget.value = None
# Store the requirement name.
widget._name = name
# Bind the callback function.
widget.observe(_on_file_upload, names="data")
# Store the widget.
self._widgets[name] = widget
# File set.
elif type(input) is _FileSet:
# Create a fileupload widget.
widget = _fileupload.FileUploadWidget()
# Add the 'set' indicator button to the widget.
widget._button = button
# Flag that the widget is unset.
widget._is_set = False
# Flag that this is is a set of files.
widget._is_multi = True
# Set the value to None.
widget.value = None
# Store a reference to the node.
widget._node = self
# Store the requirement name.
widget._name = name
# Store the requirement.
widget._input = input
# Bind the callback function.
widget.observe(_on_file_upload, names="data")
# This is a new widget.
if not name in self._widgets or reset:
self._widgets[name] = [widget]
else:
self._widgets[name].append(widget)
# Unsupported input.
else:
raise ValueError("Unsupported requirement type '%s'" % type(input))
def _upload(): _upload_widget = fileupload.FileUploadWidget()