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iterative/dvc
dvc/state.py
State.save_link
def save_link(self, path_info): """Adds the specified path to the list of links created by dvc. This list is later used on `dvc checkout` to cleanup old links. Args: path_info (dict): path info to add to the list of links. """ assert path_info["scheme"] == "local" ...
python
def save_link(self, path_info): """Adds the specified path to the list of links created by dvc. This list is later used on `dvc checkout` to cleanup old links. Args: path_info (dict): path info to add to the list of links. """ assert path_info["scheme"] == "local" ...
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Adds the specified path to the list of links created by dvc. This list is later used on `dvc checkout` to cleanup old links. Args: path_info (dict): path info to add to the list of links.
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8bb21261e34c9632453e09090de7ebe50e38d341
https://github.com/iterative/dvc/blob/8bb21261e34c9632453e09090de7ebe50e38d341/dvc/state.py#L425-L448
train
Save the specified path to the list of links created by dvc checkout.
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iterative/dvc
dvc/state.py
State.remove_unused_links
def remove_unused_links(self, used): """Removes all saved links except the ones that are used. Args: used (list): list of used links that should not be removed. """ unused = [] self._execute("SELECT * FROM {}".format(self.LINK_STATE_TABLE)) for row in self.c...
python
def remove_unused_links(self, used): """Removes all saved links except the ones that are used. Args: used (list): list of used links that should not be removed. """ unused = [] self._execute("SELECT * FROM {}".format(self.LINK_STATE_TABLE)) for row in self.c...
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Removes all saved links except the ones that are used. Args: used (list): list of used links that should not be removed.
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8bb21261e34c9632453e09090de7ebe50e38d341
https://github.com/iterative/dvc/blob/8bb21261e34c9632453e09090de7ebe50e38d341/dvc/state.py#L450-L480
train
Removes all saved links except the ones that are used.
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iterative/dvc
dvc/command/metrics.py
show_metrics
def show_metrics(metrics, all_branches=False, all_tags=False): """ Args: metrics (list): Where each element is either a `list` if an xpath was specified, otherwise a `str` """ for branch, val in metrics.items(): if all_branches or all_tags: logger.info("{branch}:"...
python
def show_metrics(metrics, all_branches=False, all_tags=False): """ Args: metrics (list): Where each element is either a `list` if an xpath was specified, otherwise a `str` """ for branch, val in metrics.items(): if all_branches or all_tags: logger.info("{branch}:"...
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Args: metrics (list): Where each element is either a `list` if an xpath was specified, otherwise a `str`
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8bb21261e34c9632453e09090de7ebe50e38d341
https://github.com/iterative/dvc/blob/8bb21261e34c9632453e09090de7ebe50e38d341/dvc/command/metrics.py#L13-L33
train
Prints out the metrics in a log file.
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iterative/dvc
dvc/lock.py
Lock.lock
def lock(self): """Acquire lock for dvc repo.""" try: self._do_lock() return except LockError: time.sleep(self.TIMEOUT) self._do_lock()
python
def lock(self): """Acquire lock for dvc repo.""" try: self._do_lock() return except LockError: time.sleep(self.TIMEOUT) self._do_lock()
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Acquire lock for dvc repo.
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8bb21261e34c9632453e09090de7ebe50e38d341
https://github.com/iterative/dvc/blob/8bb21261e34c9632453e09090de7ebe50e38d341/dvc/lock.py#L41-L49
train
Acquire lock for dvc repo.
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Desktop_Widget_Email_Notification.py
read_mail
def read_mail(window): """ Reads late emails from IMAP server and displays them in the Window :param window: window to display emails in :return: """ mail = imaplib.IMAP4_SSL(IMAP_SERVER) (retcode, capabilities) = mail.login(LOGIN_EMAIL, LOGIN_PASSWORD) mail.list() typ, data = mail....
python
def read_mail(window): """ Reads late emails from IMAP server and displays them in the Window :param window: window to display emails in :return: """ mail = imaplib.IMAP4_SSL(IMAP_SERVER) (retcode, capabilities) = mail.login(LOGIN_EMAIL, LOGIN_PASSWORD) mail.list() typ, data = mail....
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Reads late emails from IMAP server and displays them in the Window :param window: window to display emails in :return:
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Desktop_Widget_Email_Notification.py#L67-L101
train
Reads late emails from IMAP server and displays them in the Window
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PySimpleGUI/PySimpleGUI
exemaker/pysimplegui-exemaker/pysimplegui-exemaker.py
runCommand
def runCommand(cmd, timeout=None): """ run shell command @param cmd: command to execute @param timeout: timeout for command execution @return: (return code from command, command output) """ p = subprocess.Popen(cmd, shell=True, stdout=subprocess.PIPE, stderr=subprocess.STDOUT) output = '' out, er...
python
def runCommand(cmd, timeout=None): """ run shell command @param cmd: command to execute @param timeout: timeout for command execution @return: (return code from command, command output) """ p = subprocess.Popen(cmd, shell=True, stdout=subprocess.PIPE, stderr=subprocess.STDOUT) output = '' out, er...
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run shell command @param cmd: command to execute @param timeout: timeout for command execution @return: (return code from command, command output)
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/exemaker/pysimplegui-exemaker/pysimplegui-exemaker.py#L59-L73
train
run shell command
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PySimpleGUI/PySimpleGUI
PySimpleGUIWeb/Demo Programs/Web_psutil_Kill_Processes.py
kill_proc_tree
def kill_proc_tree(pid, sig=signal.SIGTERM, include_parent=True, timeout=None, on_terminate=None): """Kill a process tree (including grandchildren) with signal "sig" and return a (gone, still_alive) tuple. "on_terminate", if specified, is a callabck function which is called as soon as...
python
def kill_proc_tree(pid, sig=signal.SIGTERM, include_parent=True, timeout=None, on_terminate=None): """Kill a process tree (including grandchildren) with signal "sig" and return a (gone, still_alive) tuple. "on_terminate", if specified, is a callabck function which is called as soon as...
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Kill a process tree (including grandchildren) with signal "sig" and return a (gone, still_alive) tuple. "on_terminate", if specified, is a callabck function which is called as soon as a child terminates.
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWeb/Demo Programs/Web_psutil_Kill_Processes.py#L16-L33
train
Kill a process tree with signal signal.
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PySimpleGUI/PySimpleGUI
PySimpleGUI27.py
Popup
def Popup(*args, **_3to2kwargs): if 'location' in _3to2kwargs: location = _3to2kwargs['location']; del _3to2kwargs['location'] else: location = (None, None) if 'keep_on_top' in _3to2kwargs: keep_on_top = _3to2kwargs['keep_on_top']; del _3to2kwargs['keep_on_top'] else: keep_on_top = False if 'grab_an...
python
def Popup(*args, **_3to2kwargs): if 'location' in _3to2kwargs: location = _3to2kwargs['location']; del _3to2kwargs['location'] else: location = (None, None) if 'keep_on_top' in _3to2kwargs: keep_on_top = _3to2kwargs['keep_on_top']; del _3to2kwargs['keep_on_top'] else: keep_on_top = False if 'grab_an...
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Popup - Display a popup box with as many parms as you wish to include :param args: :param button_color: :param background_color: :param text_color: :param button_type: :param auto_close: :param auto_close_duration: :param non_blocking: :param icon: :param line_width: :param f...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUI27.py#L7037-L7156
train
Creates a Popup object from the given arguments.
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PySimpleGUI/PySimpleGUI
PySimpleGUI27.py
PopupNoButtons
def PopupNoButtons(*args, **_3to2kwargs): if 'location' in _3to2kwargs: location = _3to2kwargs['location']; del _3to2kwargs['location'] else: location = (None, None) if 'keep_on_top' in _3to2kwargs: keep_on_top = _3to2kwargs['keep_on_top']; del _3to2kwargs['keep_on_top'] else: keep_on_top = False if...
python
def PopupNoButtons(*args, **_3to2kwargs): if 'location' in _3to2kwargs: location = _3to2kwargs['location']; del _3to2kwargs['location'] else: location = (None, None) if 'keep_on_top' in _3to2kwargs: keep_on_top = _3to2kwargs['keep_on_top']; del _3to2kwargs['keep_on_top'] else: keep_on_top = False if...
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Show a Popup but without any buttons :param args: :param button_color: :param background_color: :param text_color: :param auto_close: :param auto_close_duration: :param non_blocking: :param icon: :param line_width: :param font: :param no_titlebar: :param grab_anywhere: ...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUI27.py#L7169-L7220
train
Popups a new window with no buttons.
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PySimpleGUI/PySimpleGUI
PySimpleGUI27.py
PopupError
def PopupError(*args, **_3to2kwargs): if 'location' in _3to2kwargs: location = _3to2kwargs['location']; del _3to2kwargs['location'] else: location = (None, None) if 'keep_on_top' in _3to2kwargs: keep_on_top = _3to2kwargs['keep_on_top']; del _3to2kwargs['keep_on_top'] else: keep_on_top = False if 'gr...
python
def PopupError(*args, **_3to2kwargs): if 'location' in _3to2kwargs: location = _3to2kwargs['location']; del _3to2kwargs['location'] else: location = (None, None) if 'keep_on_top' in _3to2kwargs: keep_on_top = _3to2kwargs['keep_on_top']; del _3to2kwargs['keep_on_top'] else: keep_on_top = False if 'gr...
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Popup with colored button and 'Error' as button text :param args: :param button_color: :param background_color: :param text_color: :param auto_close: :param auto_close_duration: :param non_blocking: :param icon: :param line_width: :param font: :param no_titlebar: :param g...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUI27.py#L7522-L7573
train
PopupError decorator.
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PySimpleGUI/PySimpleGUI
PySimpleGUI27.py
TkScrollableFrame.set_scrollregion
def set_scrollregion(self, event=None): """ Set the scroll region on the canvas""" self.canvas.configure(scrollregion=self.canvas.bbox('all'))
python
def set_scrollregion(self, event=None): """ Set the scroll region on the canvas""" self.canvas.configure(scrollregion=self.canvas.bbox('all'))
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Set the scroll region on the canvas
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUI27.py#L2769-L2771
train
Set the scroll region on the canvas
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PySimpleGUI/PySimpleGUI
PySimpleGUI27.py
TKCalendar._show_selection
def _show_selection(self, text, bbox): """Configure canvas for a new selection.""" x, y, width, height = bbox textw = self._font.measure(text) canvas = self._canvas canvas.configure(width=width, height=height) canvas.coords(canvas.text, width - textw, height / 2 - 1) ...
python
def _show_selection(self, text, bbox): """Configure canvas for a new selection.""" x, y, width, height = bbox textw = self._font.measure(text) canvas = self._canvas canvas.configure(width=width, height=height) canvas.coords(canvas.text, width - textw, height / 2 - 1) ...
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Configure canvas for a new selection.
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUI27.py#L3052-L3062
train
Configure canvas for a new selection.
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PySimpleGUI/PySimpleGUI
PySimpleGUI27.py
TKCalendar._pressed
def _pressed(self, evt): """Clicked somewhere in the calendar.""" x, y, widget = evt.x, evt.y, evt.widget item = widget.identify_row(y) column = widget.identify_column(x) if not column or not item in self._items: # clicked in the weekdays row or just outside the colu...
python
def _pressed(self, evt): """Clicked somewhere in the calendar.""" x, y, widget = evt.x, evt.y, evt.widget item = widget.identify_row(y) column = widget.identify_column(x) if not column or not item in self._items: # clicked in the weekdays row or just outside the colu...
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Clicked somewhere in the calendar.
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUI27.py#L3066-L3102
train
Called when the user clicks the keypad in the calendar.
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PySimpleGUI/PySimpleGUI
PySimpleGUI27.py
TKCalendar._prev_month
def _prev_month(self): """Updated calendar to show the previous month.""" self._canvas.place_forget() self._date = self._date - self.timedelta(days=1) self._date = self.datetime(self._date.year, self._date.month, 1) self._build_calendar()
python
def _prev_month(self): """Updated calendar to show the previous month.""" self._canvas.place_forget() self._date = self._date - self.timedelta(days=1) self._date = self.datetime(self._date.year, self._date.month, 1) self._build_calendar()
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Updated calendar to show the previous month.
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUI27.py#L3104-L3110
train
Update calendar to show the previous month.
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PySimpleGUI/PySimpleGUI
PySimpleGUI27.py
TKCalendar._next_month
def _next_month(self): """Update calendar to show the next month.""" self._canvas.place_forget() year, month = self._date.year, self._date.month self._date = self._date + self.timedelta( days=calendar.monthrange(year, month)[1] + 1) self._date = self.datetime(self._d...
python
def _next_month(self): """Update calendar to show the next month.""" self._canvas.place_forget() year, month = self._date.year, self._date.month self._date = self._date + self.timedelta( days=calendar.monthrange(year, month)[1] + 1) self._date = self.datetime(self._d...
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Update calendar to show the next month.
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUI27.py#L3112-L3120
train
Update calendar to show the next month.
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PySimpleGUI/PySimpleGUI
PySimpleGUI27.py
TKCalendar.selection
def selection(self): """Return a datetime representing the current selected date.""" if not self._selection: return None year, month = self._date.year, self._date.month return self.datetime(year, month, int(self._selection[0]))
python
def selection(self): """Return a datetime representing the current selected date.""" if not self._selection: return None year, month = self._date.year, self._date.month return self.datetime(year, month, int(self._selection[0]))
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Return a datetime representing the current selected date.
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUI27.py#L3125-L3131
train
Return a datetime representing the current selected date.
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PySimpleGUI/PySimpleGUI
PySimpleGUI27.py
Window.AddRow
def AddRow(self, *args): ''' Parms are a variable number of Elements ''' NumRows = len(self.Rows) # number of existing rows is our row number CurrentRowNumber = NumRows # this row's number CurrentRow = [] # start with a blank row and build up # ------------------------- Add t...
python
def AddRow(self, *args): ''' Parms are a variable number of Elements ''' NumRows = len(self.Rows) # number of existing rows is our row number CurrentRowNumber = NumRows # this row's number CurrentRow = [] # start with a blank row and build up # ------------------------- Add t...
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Parms are a variable number of Elements
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUI27.py#L3638-L3649
train
Adds a row to the list of rows.
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PySimpleGUI/PySimpleGUI
PySimpleGUI27.py
Window.SetAlpha
def SetAlpha(self, alpha): ''' Change the window's transparency :param alpha: From 0 to 1 with 0 being completely transparent :return: ''' self._AlphaChannel = alpha self.TKroot.attributes('-alpha', alpha)
python
def SetAlpha(self, alpha): ''' Change the window's transparency :param alpha: From 0 to 1 with 0 being completely transparent :return: ''' self._AlphaChannel = alpha self.TKroot.attributes('-alpha', alpha)
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Change the window's transparency :param alpha: From 0 to 1 with 0 being completely transparent :return:
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUI27.py#L4079-L4086
train
Change the window s transparency .
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Uno_Card_Game.py
Card.setColor
def setColor(self, color): '''Sets Card's color and escape code.''' if color == 'blue': self.color = 'blue' self.colorCode = self.colors['blue'] self.colorCodeDark = self.colors['dblue'] elif color == 'red': self.color = 'red' self.colo...
python
def setColor(self, color): '''Sets Card's color and escape code.''' if color == 'blue': self.color = 'blue' self.colorCode = self.colors['blue'] self.colorCodeDark = self.colors['dblue'] elif color == 'red': self.color = 'red' self.colo...
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Sets Card's color and escape code.
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Uno_Card_Game.py#L633-L655
train
Sets Card s color and escape code.
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Img_Viewer.py
get_img_data
def get_img_data(f, maxsize = (1200, 850), first = False): """Generate image data using PIL """ img = Image.open(f) img.thumbnail(maxsize) if first: # tkinter is inactive the first time bio = io.BytesIO() img.save(bio, format = "PNG") del img retur...
python
def get_img_data(f, maxsize = (1200, 850), first = False): """Generate image data using PIL """ img = Image.open(f) img.thumbnail(maxsize) if first: # tkinter is inactive the first time bio = io.BytesIO() img.save(bio, format = "PNG") del img retur...
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Generate image data using PIL
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Img_Viewer.py#L50-L60
train
Generate image data using PIL PIL
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Matplotlib_Ping_Graph.py
do_one
def do_one(myStats, destIP, hostname, timeout, mySeqNumber, packet_size, quiet=False): """ Returns either the delay (in ms) or None on timeout. """ delay = None try: # One could use UDP here, but it's obscure mySocket = socket.socket(socket.AF_INET, socket.SOCK_RAW, socket.getprotobyname("...
python
def do_one(myStats, destIP, hostname, timeout, mySeqNumber, packet_size, quiet=False): """ Returns either the delay (in ms) or None on timeout. """ delay = None try: # One could use UDP here, but it's obscure mySocket = socket.socket(socket.AF_INET, socket.SOCK_RAW, socket.getprotobyname("...
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Returns either the delay (in ms) or None on timeout.
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Matplotlib_Ping_Graph.py#L315-L356
train
Send one ping to the specified destination IP and return the delay on success.
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Matplotlib_Ping_Graph.py
quiet_ping
def quiet_ping(hostname, timeout=WAIT_TIMEOUT, count=NUM_PACKETS, packet_size=PACKET_SIZE, path_finder=False): """ Same as verbose_ping, but the results are returned as tuple """ myStats = MyStats() # Reset the stats mySeqNumber = 0 # Starting value try: destIP = socket.g...
python
def quiet_ping(hostname, timeout=WAIT_TIMEOUT, count=NUM_PACKETS, packet_size=PACKET_SIZE, path_finder=False): """ Same as verbose_ping, but the results are returned as tuple """ myStats = MyStats() # Reset the stats mySeqNumber = 0 # Starting value try: destIP = socket.g...
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Same as verbose_ping, but the results are returned as tuple
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Matplotlib_Ping_Graph.py#L527-L570
train
This function is used to send a ping to the specified hostname and return the results as tuple
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_DOC_Viewer_PIL.py
get_page
def get_page(pno, zoom = False, max_size = None, first = False): """Return a PNG image for a document page number. """ dlist = dlist_tab[pno] # get display list of page number if not dlist: # create if not yet there dlist_tab[pno] = doc[pno].getDisplayList() dlist = dlist_ta...
python
def get_page(pno, zoom = False, max_size = None, first = False): """Return a PNG image for a document page number. """ dlist = dlist_tab[pno] # get display list of page number if not dlist: # create if not yet there dlist_tab[pno] = doc[pno].getDisplayList() dlist = dlist_ta...
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Return a PNG image for a document page number.
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_DOC_Viewer_PIL.py#L75-L118
train
Return a PNG image for a document page number.
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Conways_Game_of_Life.py
GameOfLife.live_neighbours
def live_neighbours(self, i, j): """ Count the number of live neighbours around point (i, j). """ s = 0 # The total number of live neighbours. # Loop over all the neighbours. for x in [i - 1, i, i + 1]: for y in [j - 1, j, j + 1]: if (x == i and y == j): ...
python
def live_neighbours(self, i, j): """ Count the number of live neighbours around point (i, j). """ s = 0 # The total number of live neighbours. # Loop over all the neighbours. for x in [i - 1, i, i + 1]: for y in [j - 1, j, j + 1]: if (x == i and y == j): ...
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Count the number of live neighbours around point (i, j).
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Conways_Game_of_Life.py#L49-L67
train
Count the number of live neighbours around point i and j.
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Conways_Game_of_Life.py
GameOfLife.play
def play(self): """ Play Conway's Game of Life. """ # Write the initial configuration to file. self.t = 1 # Current time level while self.t <= self.T: # Evolve! # print( "At time level %d" % t) # Loop over each cell of the grid and apply Conway's rules. ...
python
def play(self): """ Play Conway's Game of Life. """ # Write the initial configuration to file. self.t = 1 # Current time level while self.t <= self.T: # Evolve! # print( "At time level %d" % t) # Loop over each cell of the grid and apply Conway's rules. ...
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Play Conway's Game of Life.
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Conways_Game_of_Life.py#L69-L97
train
Play Conway s Game of Life.
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Desktop_Widget_psutil_Dashboard.py
human_size
def human_size(bytes, units=[' bytes','KB','MB','GB','TB', 'PB', 'EB']): """ Returns a human readable string reprentation of bytes""" return str(bytes) + units[0] if bytes < 1024 else human_size(bytes>>10, units[1:])
python
def human_size(bytes, units=[' bytes','KB','MB','GB','TB', 'PB', 'EB']): """ Returns a human readable string reprentation of bytes""" return str(bytes) + units[0] if bytes < 1024 else human_size(bytes>>10, units[1:])
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Returns a human readable string reprentation of bytes
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Desktop_Widget_psutil_Dashboard.py#L51-L53
train
Returns a human readable string reprentation of bytes
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PySimpleGUI/PySimpleGUI
PySimpleGUIWeb/Demo Programs/Web_Demo_HowDoI.py
HowDoI
def HowDoI(): ''' Make and show a window (PySimpleGUI form) that takes user input and sends to the HowDoI web oracle Excellent example of 2 GUI concepts 1. Output Element that will show text in a scrolled window 2. Non-Window-Closing Buttons - These buttons will cause the form to return with...
python
def HowDoI(): ''' Make and show a window (PySimpleGUI form) that takes user input and sends to the HowDoI web oracle Excellent example of 2 GUI concepts 1. Output Element that will show text in a scrolled window 2. Non-Window-Closing Buttons - These buttons will cause the form to return with...
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Make and show a window (PySimpleGUI form) that takes user input and sends to the HowDoI web oracle Excellent example of 2 GUI concepts 1. Output Element that will show text in a scrolled window 2. Non-Window-Closing Buttons - These buttons will cause the form to return with the form's values, but do...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWeb/Demo Programs/Web_Demo_HowDoI.py#L14-L68
train
This function creates and displays a window that takes user input and sends to the HowDoI web oracle
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PySimpleGUI/PySimpleGUI
PySimpleGUIWeb/Demo Programs/Web_Demo_HowDoI.py
QueryHowDoI
def QueryHowDoI(Query, num_answers, full_text, window:sg.Window): ''' Kicks off a subprocess to send the 'Query' to HowDoI Prints the result, which in this program will route to a gooeyGUI window :param Query: text english question to ask the HowDoI web engine :return: nothing ''' howdoi_com...
python
def QueryHowDoI(Query, num_answers, full_text, window:sg.Window): ''' Kicks off a subprocess to send the 'Query' to HowDoI Prints the result, which in this program will route to a gooeyGUI window :param Query: text english question to ask the HowDoI web engine :return: nothing ''' howdoi_com...
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Kicks off a subprocess to send the 'Query' to HowDoI Prints the result, which in this program will route to a gooeyGUI window :param Query: text english question to ask the HowDoI web engine :return: nothing
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWeb/Demo Programs/Web_Demo_HowDoI.py#L70-L84
train
Queries the HowDoI web engine and returns the result.
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PySimpleGUI/PySimpleGUI
PySimpleGUIWeb/Demo Programs/widgets_overview_app.py
MyApp.list_view_on_selected
def list_view_on_selected(self, widget, selected_item_key): """ The selection event of the listView, returns a key of the clicked event. You can retrieve the item rapidly """ self.lbl.set_text('List selection: ' + self.listView.children[selected_item_key].get_text())
python
def list_view_on_selected(self, widget, selected_item_key): """ The selection event of the listView, returns a key of the clicked event. You can retrieve the item rapidly """ self.lbl.set_text('List selection: ' + self.listView.children[selected_item_key].get_text())
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The selection event of the listView, returns a key of the clicked event. You can retrieve the item rapidly
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWeb/Demo Programs/widgets_overview_app.py#L281-L285
train
The selection event of the listView returns a key of the clicked event.
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Matplotlib_Browser_Paned.py
PyplotHistogram
def PyplotHistogram(): """ ============================================================= Demo of the histogram (hist) function with multiple data sets ============================================================= Plot histogram with multiple sample sets and demonstrate: * Use of legend wit...
python
def PyplotHistogram(): """ ============================================================= Demo of the histogram (hist) function with multiple data sets ============================================================= Plot histogram with multiple sample sets and demonstrate: * Use of legend wit...
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============================================================= Demo of the histogram (hist) function with multiple data sets ============================================================= Plot histogram with multiple sample sets and demonstrate: * Use of legend with multiple sample sets * St...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Matplotlib_Browser_Paned.py#L44-L91
train
A function that plots a histogram of the same data set and multiple sample sets.
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Matplotlib_Browser_Paned.py
PyplotArtistBoxPlots
def PyplotArtistBoxPlots(): """ ========================================= Demo of artist customization in box plots ========================================= This example demonstrates how to use the various kwargs to fully customize box plots. The first figure demonstrates how to remove and...
python
def PyplotArtistBoxPlots(): """ ========================================= Demo of artist customization in box plots ========================================= This example demonstrates how to use the various kwargs to fully customize box plots. The first figure demonstrates how to remove and...
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========================================= Demo of artist customization in box plots ========================================= This example demonstrates how to use the various kwargs to fully customize box plots. The first figure demonstrates how to remove and add individual components (note that th...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Matplotlib_Browser_Paned.py#L93-L147
train
This function is a simple example of how to use the basic and standardized box plots for the given base - artist.
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Matplotlib_Browser_Paned.py
PyplotLineStyles
def PyplotLineStyles(): """ ========== Linestyles ========== This examples showcases different linestyles copying those of Tikz/PGF. """ import numpy as np import matplotlib.pyplot as plt from collections import OrderedDict from matplotlib.transforms import blended_transform_fac...
python
def PyplotLineStyles(): """ ========== Linestyles ========== This examples showcases different linestyles copying those of Tikz/PGF. """ import numpy as np import matplotlib.pyplot as plt from collections import OrderedDict from matplotlib.transforms import blended_transform_fac...
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========== Linestyles ========== This examples showcases different linestyles copying those of Tikz/PGF.
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Matplotlib_Browser_Paned.py#L211-L262
train
Plots the line styles of the Tikz - PGF.
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PySimpleGUI/PySimpleGUI
PySimpleGUIQt/PySimpleGUIQt.py
convert_tkinter_size_to_Qt
def convert_tkinter_size_to_Qt(size): """ Converts size in characters to size in pixels :param size: size in characters, rows :return: size in pixels, pixels """ qtsize = size if size[1] is not None and size[1] < DEFAULT_PIXEL_TO_CHARS_CUTOFF: # change from character based size to pi...
python
def convert_tkinter_size_to_Qt(size): """ Converts size in characters to size in pixels :param size: size in characters, rows :return: size in pixels, pixels """ qtsize = size if size[1] is not None and size[1] < DEFAULT_PIXEL_TO_CHARS_CUTOFF: # change from character based size to pi...
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Converts size in characters to size in pixels :param size: size in characters, rows :return: size in pixels, pixels
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIQt/PySimpleGUIQt.py#L3730-L3739
train
Converts size in characters to size in pixels
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PySimpleGUI/PySimpleGUI
PySimpleGUIQt/PySimpleGUIQt.py
create_style_from_font
def create_style_from_font(font): """ Convert from font string/tyuple into a Qt style sheet string :param font: "Arial 10 Bold" or ('Arial', 10, 'Bold) :return: style string that can be combined with other style strings """ if font is None: return '' if type(font) is str: _...
python
def create_style_from_font(font): """ Convert from font string/tyuple into a Qt style sheet string :param font: "Arial 10 Bold" or ('Arial', 10, 'Bold) :return: style string that can be combined with other style strings """ if font is None: return '' if type(font) is str: _...
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Convert from font string/tyuple into a Qt style sheet string :param font: "Arial 10 Bold" or ('Arial', 10, 'Bold) :return: style string that can be combined with other style strings
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIQt/PySimpleGUIQt.py#L3756-L3782
train
Convert from font string to Qt style sheet string
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PySimpleGUI/PySimpleGUI
PySimpleGUIQt/PySimpleGUIQt.py
PopupGetFolder
def PopupGetFolder(message, title=None, default_path='', no_window=False, size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anywhere=False, keep_on_top=False, location=(None, None), initial_fol...
python
def PopupGetFolder(message, title=None, default_path='', no_window=False, size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anywhere=False, keep_on_top=False, location=(None, None), initial_fol...
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Display popup with text entry field and browse button. Browse for folder :param message: :param default_path: :param no_window: :param size: :param button_color: :param background_color: :param text_color: :param icon: :param font: :param no_titlebar: :param grab_anywhere: ...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIQt/PySimpleGUIQt.py#L7025-L7070
train
Displays a popup with text entry field and browse button.
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PySimpleGUI/PySimpleGUI
PySimpleGUIQt/PySimpleGUIQt.py
PopupGetFile
def PopupGetFile(message, title=None, default_path='', default_extension='', save_as=False, file_types=(("ALL Files", "*"),), no_window=False, size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anyw...
python
def PopupGetFile(message, title=None, default_path='', default_extension='', save_as=False, file_types=(("ALL Files", "*"),), no_window=False, size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anyw...
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Display popup with text entry field and browse button. Browse for file :param message: :param default_path: :param default_extension: :param save_as: :param file_types: :param no_window: :param size: :param button_color: :param background_color: :param text_color: :param icon...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIQt/PySimpleGUIQt.py#L7075-L7132
train
Display a popup with text entry field and browse button.
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PySimpleGUI/PySimpleGUI
PySimpleGUIQt/PySimpleGUIQt.py
PopupGetText
def PopupGetText(message, title=None, default_text='', password_char='', size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anywhere=False, keep_on_top=False, location=(None, None)): """ Dis...
python
def PopupGetText(message, title=None, default_text='', password_char='', size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anywhere=False, keep_on_top=False, location=(None, None)): """ Dis...
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Display Popup with text entry field :param message: :param default_text: :param password_char: :param size: :param button_color: :param background_color: :param text_color: :param icon: :param font: :param no_titlebar: :param grab_anywhere: :param keep_on_top: :param ...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIQt/PySimpleGUIQt.py#L7137-L7173
train
Display Popup with text entry field.
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PySimpleGUI/PySimpleGUI
PySimpleGUIQt/PySimpleGUIQt.py
SystemTray.Read
def Read(self, timeout=None): ''' Reads the context menu :param timeout: Optional. Any value other than None indicates a non-blocking read :return: ''' if not self.Shown: self.Shown = True self.TrayIcon.show() if timeout is None: ...
python
def Read(self, timeout=None): ''' Reads the context menu :param timeout: Optional. Any value other than None indicates a non-blocking read :return: ''' if not self.Shown: self.Shown = True self.TrayIcon.show() if timeout is None: ...
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Reads the context menu :param timeout: Optional. Any value other than None indicates a non-blocking read :return:
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIQt/PySimpleGUIQt.py#L2953-L2975
train
Reads the context menu and returns the item.
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PySimpleGUI/PySimpleGUI
PySimpleGUIQt/PySimpleGUIQt.py
SystemTray.ShowMessage
def ShowMessage(self, title, message, filename=None, data=None, data_base64=None, messageicon=None, time=10000): ''' Shows a balloon above icon in system tray :param title: Title shown in balloon :param message: Message to be displayed :param filename: Optional icon filename ...
python
def ShowMessage(self, title, message, filename=None, data=None, data_base64=None, messageicon=None, time=10000): ''' Shows a balloon above icon in system tray :param title: Title shown in balloon :param message: Message to be displayed :param filename: Optional icon filename ...
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Shows a balloon above icon in system tray :param title: Title shown in balloon :param message: Message to be displayed :param filename: Optional icon filename :param data: Optional in-ram icon :param data_base64: Optional base64 icon :param time: How long to display mess...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIQt/PySimpleGUIQt.py#L2988-L3022
train
Show a message in system tray.
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PySimpleGUI/PySimpleGUI
PySimpleGUIQt/PySimpleGUIQt.py
SystemTray.Update
def Update(self, menu=None, tooltip=None,filename=None, data=None, data_base64=None,): ''' Updates the menu, tooltip or icon :param menu: menu defintion :param tooltip: string representing tooltip :param filename: icon filename :param data: icon raw image :param...
python
def Update(self, menu=None, tooltip=None,filename=None, data=None, data_base64=None,): ''' Updates the menu, tooltip or icon :param menu: menu defintion :param tooltip: string representing tooltip :param filename: icon filename :param data: icon raw image :param...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIQt/PySimpleGUIQt.py#L3034-L3069
train
Updates the menu tooltip or icon with the given data.
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PySimpleGUI/PySimpleGUI
PySimpleGUIQt/PySimpleGUIQt.py
Window.SetAlpha
def SetAlpha(self, alpha): ''' Change the window's transparency :param alpha: From 0 to 1 with 0 being completely transparent :return: ''' self._AlphaChannel = alpha if self._AlphaChannel is not None: self.QT_QMainWindow.setWindowOpacity(self._AlphaCha...
python
def SetAlpha(self, alpha): ''' Change the window's transparency :param alpha: From 0 to 1 with 0 being completely transparent :return: ''' self._AlphaChannel = alpha if self._AlphaChannel is not None: self.QT_QMainWindow.setWindowOpacity(self._AlphaCha...
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Change the window's transparency :param alpha: From 0 to 1 with 0 being completely transparent :return:
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIQt/PySimpleGUIQt.py#L3576-L3584
train
Change the window s transparency.
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PySimpleGUI/PySimpleGUI
PySimpleGUIWx/PySimpleGUIWx.py
convert_tkinter_size_to_Wx
def convert_tkinter_size_to_Wx(size): """ Converts size in characters to size in pixels :param size: size in characters, rows :return: size in pixels, pixels """ qtsize = size if size[1] is not None and size[1] < DEFAULT_PIXEL_TO_CHARS_CUTOFF: # change from character based size to pi...
python
def convert_tkinter_size_to_Wx(size): """ Converts size in characters to size in pixels :param size: size in characters, rows :return: size in pixels, pixels """ qtsize = size if size[1] is not None and size[1] < DEFAULT_PIXEL_TO_CHARS_CUTOFF: # change from character based size to pi...
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Converts size in characters to size in pixels :param size: size in characters, rows :return: size in pixels, pixels
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWx/PySimpleGUIWx.py#L3570-L3579
train
Converts size in characters to size in pixels
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PySimpleGUI/PySimpleGUI
PySimpleGUIWx/PySimpleGUIWx.py
font_to_wx_font
def font_to_wx_font(font): """ Convert from font string/tyuple into a Qt style sheet string :param font: "Arial 10 Bold" or ('Arial', 10, 'Bold) :return: style string that can be combined with other style strings """ if font is None: return '' if type(font) is str: _font = ...
python
def font_to_wx_font(font): """ Convert from font string/tyuple into a Qt style sheet string :param font: "Arial 10 Bold" or ('Arial', 10, 'Bold) :return: style string that can be combined with other style strings """ if font is None: return '' if type(font) is str: _font = ...
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Convert from font string/tyuple into a Qt style sheet string :param font: "Arial 10 Bold" or ('Arial', 10, 'Bold) :return: style string that can be combined with other style strings
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWx/PySimpleGUIWx.py#L3582-L3612
train
Convert a font string into a Qt style sheet string
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PySimpleGUI/PySimpleGUI
PySimpleGUIWx/PySimpleGUIWx.py
PopupError
def PopupError(*args, button_color=DEFAULT_ERROR_BUTTON_COLOR, background_color=None, text_color=None, auto_close=False, auto_close_duration=None, non_blocking=False, icon=DEFAULT_WINDOW_ICON, line_width=None, font=None, no_titlebar=False, grab_anywhere=False, keep_on_top=False, location=(...
python
def PopupError(*args, button_color=DEFAULT_ERROR_BUTTON_COLOR, background_color=None, text_color=None, auto_close=False, auto_close_duration=None, non_blocking=False, icon=DEFAULT_WINDOW_ICON, line_width=None, font=None, no_titlebar=False, grab_anywhere=False, keep_on_top=False, location=(...
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Popup with colored button and 'Error' as button text :param args: :param button_color: :param background_color: :param text_color: :param auto_close: :param auto_close_duration: :param non_blocking: :param icon: :param line_width: :param font: :param no_titlebar: :param g...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWx/PySimpleGUIWx.py#L6621-L6645
train
Shortcut for Popup with colored button and Error as button text.
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PySimpleGUI/PySimpleGUI
PySimpleGUIWx/PySimpleGUIWx.py
PopupGetFolder
def PopupGetFolder(message, title=None, default_path='', no_window=False, size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anywhere=False, keep_on_top=False, location=(None, None), initial_fol...
python
def PopupGetFolder(message, title=None, default_path='', no_window=False, size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anywhere=False, keep_on_top=False, location=(None, None), initial_fol...
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Display popup with text entry field and browse button. Browse for folder :param message: :param default_path: :param no_window: :param size: :param button_color: :param background_color: :param text_color: :param icon: :param font: :param no_titlebar: :param grab_anywhere: ...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWx/PySimpleGUIWx.py#L6768-L6821
train
Displays a popup with text entry field and browse button.
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PySimpleGUI/PySimpleGUI
PySimpleGUIWx/PySimpleGUIWx.py
PopupGetFile
def PopupGetFile(message, title=None, default_path='', default_extension='', save_as=False, file_types=(("ALL Files", "*"),), no_window=False, size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anyw...
python
def PopupGetFile(message, title=None, default_path='', default_extension='', save_as=False, file_types=(("ALL Files", "*"),), no_window=False, size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anyw...
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Display popup with text entry field and browse button. Browse for file :param message: :param default_path: :param default_extension: :param save_as: :param file_types: :param no_window: :param size: :param button_color: :param background_color: :param text_color: :param icon...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWx/PySimpleGUIWx.py#L6826-L6888
train
Display a popup with text entry field and browse button.
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PySimpleGUI/PySimpleGUI
PySimpleGUIWx/PySimpleGUIWx.py
SystemTray.Read
def Read(self, timeout=None): ''' Reads the context menu :param timeout: Optional. Any value other than None indicates a non-blocking read :return: ''' # if not self.Shown: # self.Shown = True # self.TrayIcon.show() timeout1 = timeout ...
python
def Read(self, timeout=None): ''' Reads the context menu :param timeout: Optional. Any value other than None indicates a non-blocking read :return: ''' # if not self.Shown: # self.Shown = True # self.TrayIcon.show() timeout1 = timeout ...
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Reads the context menu :param timeout: Optional. Any value other than None indicates a non-blocking read :return:
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWx/PySimpleGUIWx.py#L2817-L2847
train
Reads the context menu and returns the menu item that was chosen.
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PySimpleGUI/PySimpleGUI
PySimpleGUIWx/PySimpleGUIWx.py
SystemTray.ShowMessage
def ShowMessage(self, title, message, filename=None, data=None, data_base64=None, messageicon=None, time=10000): ''' Shows a balloon above icon in system tray :param title: Title shown in balloon :param message: Message to be displayed :param filename: Optional icon filename ...
python
def ShowMessage(self, title, message, filename=None, data=None, data_base64=None, messageicon=None, time=10000): ''' Shows a balloon above icon in system tray :param title: Title shown in balloon :param message: Message to be displayed :param filename: Optional icon filename ...
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Shows a balloon above icon in system tray :param title: Title shown in balloon :param message: Message to be displayed :param filename: Optional icon filename :param data: Optional in-ram icon :param data_base64: Optional base64 icon :param time: How long to display mess...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWx/PySimpleGUIWx.py#L2863-L2879
train
Shows a balloon above icon in system tray.
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PySimpleGUI/PySimpleGUI
PySimpleGUIWx/PySimpleGUIWx.py
SystemTray.Update
def Update(self, menu=None, tooltip=None,filename=None, data=None, data_base64=None,): ''' Updates the menu, tooltip or icon :param menu: menu defintion :param tooltip: string representing tooltip :param filename: icon filename :param data: icon raw image :param...
python
def Update(self, menu=None, tooltip=None,filename=None, data=None, data_base64=None,): ''' Updates the menu, tooltip or icon :param menu: menu defintion :param tooltip: string representing tooltip :param filename: icon filename :param data: icon raw image :param...
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Updates the menu, tooltip or icon :param menu: menu defintion :param tooltip: string representing tooltip :param filename: icon filename :param data: icon raw image :param data_base64: icon base 64 image :return:
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWx/PySimpleGUIWx.py#L2894-L2915
train
Updates the menu tooltip or icon
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PySimpleGUI/PySimpleGUI
PySimpleGUIWx/PySimpleGUIWx.py
DragFrame.on_mouse
def on_mouse(self, event): ''' implement dragging ''' # print('on_mouse') if not event.Dragging(): self._dragPos = None return # self.CaptureMouse() if not self._dragPos: self._dragPos = event.GetPosition() else: ...
python
def on_mouse(self, event): ''' implement dragging ''' # print('on_mouse') if not event.Dragging(): self._dragPos = None return # self.CaptureMouse() if not self._dragPos: self._dragPos = event.GetPosition() else: ...
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implement dragging
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWx/PySimpleGUIWx.py#L2947-L2961
train
implement dragging implement dragging implement dragging implement dragging implement dragging implement dragging implement dragging implement dragging implement dragging
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PySimpleGUI/PySimpleGUI
PySimpleGUIWx/PySimpleGUIWx.py
Window.SetAlpha
def SetAlpha(self, alpha): ''' Change the window's transparency :param alpha: From 0 to 1 with 0 being completely transparent :return: ''' self._AlphaChannel = alpha * 255 if self._AlphaChannel is not None: self.MasterFrame.SetTransparent(self._AlphaCh...
python
def SetAlpha(self, alpha): ''' Change the window's transparency :param alpha: From 0 to 1 with 0 being completely transparent :return: ''' self._AlphaChannel = alpha * 255 if self._AlphaChannel is not None: self.MasterFrame.SetTransparent(self._AlphaCh...
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Change the window's transparency :param alpha: From 0 to 1 with 0 being completely transparent :return:
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWx/PySimpleGUIWx.py#L3460-L3468
train
Change the window s transparency by a factor of 255.
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Multithreaded_Queued.py
worker_thread
def worker_thread(thread_name, run_freq, gui_queue): """ A worker thrread that communicates with the GUI These threads can call functions that block withouth affecting the GUI (a good thing) Note that this function is the code started as each thread. All threads are identical in this way :param thr...
python
def worker_thread(thread_name, run_freq, gui_queue): """ A worker thrread that communicates with the GUI These threads can call functions that block withouth affecting the GUI (a good thing) Note that this function is the code started as each thread. All threads are identical in this way :param thr...
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A worker thrread that communicates with the GUI These threads can call functions that block withouth affecting the GUI (a good thing) Note that this function is the code started as each thread. All threads are identical in this way :param thread_name: Text name used for displaying info :param run_freq:...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Multithreaded_Queued.py#L44-L58
train
A worker thread that communicates with the GUI
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PySimpleGUI/PySimpleGUI
DemoPrograms/ping.py
send_one_ping
def send_one_ping(mySocket, destIP, myID, mySeqNumber, packet_size): """ Send one ping to the given >destIP<. """ #destIP = socket.gethostbyname(destIP) # Header is type (8), code (8), checksum (16), id (16), sequence (16) # (packet_size - 8) - Remove header size from packet size myChecks...
python
def send_one_ping(mySocket, destIP, myID, mySeqNumber, packet_size): """ Send one ping to the given >destIP<. """ #destIP = socket.gethostbyname(destIP) # Header is type (8), code (8), checksum (16), id (16), sequence (16) # (packet_size - 8) - Remove header size from packet size myChecks...
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Send one ping to the given >destIP<.
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/ping.py#L337-L387
train
Send one ping to the given destination IP.
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PySimpleGUI/PySimpleGUI
DemoPrograms/ping.py
receive_one_ping
def receive_one_ping(mySocket, myID, timeout): """ Receive the ping from the socket. Timeout = in ms """ timeLeft = timeout/1000 while True: # Loop while waiting for packet or timeout startedSelect = default_timer() whatReady = select.select([mySocket], [], [], timeLeft) how...
python
def receive_one_ping(mySocket, myID, timeout): """ Receive the ping from the socket. Timeout = in ms """ timeLeft = timeout/1000 while True: # Loop while waiting for packet or timeout startedSelect = default_timer() whatReady = select.select([mySocket], [], [], timeLeft) how...
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Receive the ping from the socket. Timeout = in ms
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/ping.py#L390-L427
train
Receive one ping from the socket.
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Script_Launcher_Realtime_Output.py
runCommand
def runCommand(cmd, timeout=None, window=None): """ run shell command @param cmd: command to execute @param timeout: timeout for command execution @param window: the PySimpleGUI window that the output is going to (needed to do refresh on) @return: (return code from command, command output) """ p = subproce...
python
def runCommand(cmd, timeout=None, window=None): """ run shell command @param cmd: command to execute @param timeout: timeout for command execution @param window: the PySimpleGUI window that the output is going to (needed to do refresh on) @return: (return code from command, command output) """ p = subproce...
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run shell command @param cmd: command to execute @param timeout: timeout for command execution @param window: the PySimpleGUI window that the output is going to (needed to do refresh on) @return: (return code from command, command output)
[ "run", "shell", "command" ]
08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Script_Launcher_Realtime_Output.py#L29-L45
train
run shell command
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PySimpleGUI/PySimpleGUI
PySimpleGUIWeb/PySimpleGUIWeb.py
font_parse_string
def font_parse_string(font): """ Convert from font string/tyuple into a Qt style sheet string :param font: "Arial 10 Bold" or ('Arial', 10, 'Bold) :return: style string that can be combined with other style strings """ if font is None: return '' if type(font) is str: _font ...
python
def font_parse_string(font): """ Convert from font string/tyuple into a Qt style sheet string :param font: "Arial 10 Bold" or ('Arial', 10, 'Bold) :return: style string that can be combined with other style strings """ if font is None: return '' if type(font) is str: _font ...
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Convert from font string/tyuple into a Qt style sheet string :param font: "Arial 10 Bold" or ('Arial', 10, 'Bold) :return: style string that can be combined with other style strings
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWeb/PySimpleGUIWeb.py#L3449-L3471
train
Convert from font string to Qt style sheet string
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PySimpleGUI/PySimpleGUI
PySimpleGUIWeb/PySimpleGUIWeb.py
_ProgressMeter
def _ProgressMeter(title, max_value, *args, orientation=None, bar_color=(None, None), button_color=None, size=DEFAULT_PROGRESS_BAR_SIZE, border_width=None, grab_anywhere=False): ''' Create and show a form on tbe caller's behalf. :param title: :param max_value: :param args: ANY num...
python
def _ProgressMeter(title, max_value, *args, orientation=None, bar_color=(None, None), button_color=None, size=DEFAULT_PROGRESS_BAR_SIZE, border_width=None, grab_anywhere=False): ''' Create and show a form on tbe caller's behalf. :param title: :param max_value: :param args: ANY num...
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Create and show a form on tbe caller's behalf. :param title: :param max_value: :param args: ANY number of arguments the caller wants to display :param orientation: :param bar_color: :param size: :param Style: :param StyleOffset: :return: ProgressBar object that is in the form
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWeb/PySimpleGUIWeb.py#L5237-L5279
train
Create and show a progress meter on the tbe caller s behalf.
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PySimpleGUI/PySimpleGUI
PySimpleGUIWeb/PySimpleGUIWeb.py
_ProgressMeterUpdate
def _ProgressMeterUpdate(bar, value, text_elem, *args): ''' Update the progress meter for a form :param form: class ProgressBar :param value: int :return: True if not cancelled, OK....False if Error ''' global _my_windows if bar == None: return False if bar.BarExpired: return False ...
python
def _ProgressMeterUpdate(bar, value, text_elem, *args): ''' Update the progress meter for a form :param form: class ProgressBar :param value: int :return: True if not cancelled, OK....False if Error ''' global _my_windows if bar == None: return False if bar.BarExpired: return False ...
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Update the progress meter for a form :param form: class ProgressBar :param value: int :return: True if not cancelled, OK....False if Error
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWeb/PySimpleGUIWeb.py#L5283-L5320
train
Update the progress meter for a form .
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PySimpleGUI/PySimpleGUI
PySimpleGUIWeb/PySimpleGUIWeb.py
EasyProgressMeter
def EasyProgressMeter(title, current_value, max_value, *args, orientation=None, bar_color=(None, None), button_color=None, size=DEFAULT_PROGRESS_BAR_SIZE, border_width=None): ''' A ONE-LINE progress meter. Add to your code where ever you need a meter. No need for a second function call...
python
def EasyProgressMeter(title, current_value, max_value, *args, orientation=None, bar_color=(None, None), button_color=None, size=DEFAULT_PROGRESS_BAR_SIZE, border_width=None): ''' A ONE-LINE progress meter. Add to your code where ever you need a meter. No need for a second function call...
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A ONE-LINE progress meter. Add to your code where ever you need a meter. No need for a second function call before your loop. You've got enough code to write! :param title: Title will be shown on the window :param current_value: Current count of your items :param max_value: Max value your count will eve...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWeb/PySimpleGUIWeb.py#L5367-L5432
train
This function is used to create a new one - line progress meter.
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PySimpleGUI/PySimpleGUI
PySimpleGUIWeb/PySimpleGUIWeb.py
PopupNonBlocking
def PopupNonBlocking(*args, button_type=POPUP_BUTTONS_OK, button_color=None, background_color=None, text_color=None, auto_close=False, auto_close_duration=None, non_blocking=True, icon=DEFAULT_WINDOW_ICON, line_width=None, font=None, no_titlebar=False, grab_anywhere=False, keep...
python
def PopupNonBlocking(*args, button_type=POPUP_BUTTONS_OK, button_color=None, background_color=None, text_color=None, auto_close=False, auto_close_duration=None, non_blocking=True, icon=DEFAULT_WINDOW_ICON, line_width=None, font=None, no_titlebar=False, grab_anywhere=False, keep...
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Show Popup box and immediately return (does not block) :param args: :param button_type: :param button_color: :param background_color: :param text_color: :param auto_close: :param auto_close_duration: :param non_blocking: :param icon: :param line_width: :param font: :param...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWeb/PySimpleGUIWeb.py#L6286-L6313
train
Show Popup box and immediately return.
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PySimpleGUI/PySimpleGUI
PySimpleGUIWeb/PySimpleGUIWeb.py
PopupGetFolder
def PopupGetFolder(message, default_path='', no_window=False, size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anywhere=False, keep_on_top=False, location=(None, None), initial_folder=None): ...
python
def PopupGetFolder(message, default_path='', no_window=False, size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anywhere=False, keep_on_top=False, location=(None, None), initial_folder=None): ...
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Display popup with text entry field and browse button. Browse for folder :param message: :param default_path: :param no_window: :param size: :param button_color: :param background_color: :param text_color: :param icon: :param font: :param no_titlebar: :param grab_anywhere: ...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWeb/PySimpleGUIWeb.py#L6596-L6647
train
Displays a popup with text entry field and browse button.
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PySimpleGUI/PySimpleGUI
PySimpleGUIWeb/PySimpleGUIWeb.py
PopupGetFile
def PopupGetFile(message, default_path='', default_extension='', save_as=False, file_types=(("ALL Files", "*.*"),), no_window=False, size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anywhere=False...
python
def PopupGetFile(message, default_path='', default_extension='', save_as=False, file_types=(("ALL Files", "*.*"),), no_window=False, size=(None, None), button_color=None, background_color=None, text_color=None, icon=DEFAULT_WINDOW_ICON, font=None, no_titlebar=False, grab_anywhere=False...
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Display popup with text entry field and browse button. Browse for file :param message: :param default_path: :param default_extension: :param save_as: :param file_types: :param no_window: :param size: :param button_color: :param background_color: :param text_color: :param icon...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/PySimpleGUIWeb/PySimpleGUIWeb.py#L6652-L6714
train
Displays a popup with text entry field and browse button.
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PySimpleGUI/PySimpleGUI
DemoPrograms/Demo_Table_Simulation.py
TableSimulation
def TableSimulation(): """ Display data in a table format """ sg.SetOptions(element_padding=(0,0)) menu_def = [['File', ['Open', 'Save', 'Exit']], ['Edit', ['Paste', ['Special', 'Normal',], 'Undo'],], ['Help', 'About...'],] columm_layout = [[]] MAX_ROWS = 2...
python
def TableSimulation(): """ Display data in a table format """ sg.SetOptions(element_padding=(0,0)) menu_def = [['File', ['Open', 'Save', 'Exit']], ['Edit', ['Paste', ['Special', 'Normal',], 'Undo'],], ['Help', 'About...'],] columm_layout = [[]] MAX_ROWS = 2...
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Display data in a table format
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/DemoPrograms/Demo_Table_Simulation.py#L10-L78
train
A simple simulation of the table.
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PySimpleGUI/PySimpleGUI
HowDoI/PySimpleGUI-HowDoI.py
HowDoI
def HowDoI(): ''' Make and show a window (PySimpleGUI form) that takes user input and sends to the HowDoI web oracle Excellent example of 2 GUI concepts 1. Output Element that will show text in a scrolled window 2. Non-Window-Closing Buttons - These buttons will cause the form to return with...
python
def HowDoI(): ''' Make and show a window (PySimpleGUI form) that takes user input and sends to the HowDoI web oracle Excellent example of 2 GUI concepts 1. Output Element that will show text in a scrolled window 2. Non-Window-Closing Buttons - These buttons will cause the form to return with...
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/HowDoI/PySimpleGUI-HowDoI.py#L16-L69
train
A function that returns a window that takes user input and sends to the HowDoI web oracle
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PySimpleGUI/PySimpleGUI
HowDoI/PySimpleGUI-HowDoI.py
QueryHowDoI
def QueryHowDoI(Query, num_answers, full_text): ''' Kicks off a subprocess to send the 'Query' to HowDoI Prints the result, which in this program will route to a gooeyGUI window :param Query: text english question to ask the HowDoI web engine :return: nothing ''' howdoi_command = HOW_DO_I_CO...
python
def QueryHowDoI(Query, num_answers, full_text): ''' Kicks off a subprocess to send the 'Query' to HowDoI Prints the result, which in this program will route to a gooeyGUI window :param Query: text english question to ask the HowDoI web engine :return: nothing ''' howdoi_command = HOW_DO_I_CO...
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Kicks off a subprocess to send the 'Query' to HowDoI Prints the result, which in this program will route to a gooeyGUI window :param Query: text english question to ask the HowDoI web engine :return: nothing
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08184197f5bd4580ab5e5aca28bdda30f87b86fc
https://github.com/PySimpleGUI/PySimpleGUI/blob/08184197f5bd4580ab5e5aca28bdda30f87b86fc/HowDoI/PySimpleGUI-HowDoI.py#L72-L86
train
Queries the HowDoI web engine and returns the result
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tensorflow/hub
tensorflow_hub/module_spec.py
ModuleSpec.export
def export(self, path, _sentinel=None, # pylint: disable=invalid-name checkpoint_path=None, name_transform_fn=None): """Exports a ModuleSpec with weights taken from a checkpoint. This is an helper to export modules directly from a ModuleSpec without having to create a session and set the vari...
python
def export(self, path, _sentinel=None, # pylint: disable=invalid-name checkpoint_path=None, name_transform_fn=None): """Exports a ModuleSpec with weights taken from a checkpoint. This is an helper to export modules directly from a ModuleSpec without having to create a session and set the vari...
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Exports a ModuleSpec with weights taken from a checkpoint. This is an helper to export modules directly from a ModuleSpec without having to create a session and set the variables to the intended values. Example usage: ```python spec = hub.create_module_spec(module_fn) spec.export("/path/t...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/tensorflow_hub/module_spec.py#L41-L77
train
Exports a module spec with weights taken from a checkpoint.
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tensorflow/hub
tensorflow_hub/module_spec.py
ModuleSpec.get_attached_message
def get_attached_message(self, key, message_type, tags=None, required=False): """Returns the message attached to the module under the given key, or None. Module publishers can attach protocol messages to modules at creation time to provide module consumers with additional information, e.g., on module u...
python
def get_attached_message(self, key, message_type, tags=None, required=False): """Returns the message attached to the module under the given key, or None. Module publishers can attach protocol messages to modules at creation time to provide module consumers with additional information, e.g., on module u...
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Returns the message attached to the module under the given key, or None. Module publishers can attach protocol messages to modules at creation time to provide module consumers with additional information, e.g., on module usage or provenance (see see hub.attach_message()). A typical use would be to stor...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/tensorflow_hub/module_spec.py#L129-L169
train
Returns the message contents attached to the given key.
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tensorflow/hub
examples/image_retraining/retrain.py
create_image_lists
def create_image_lists(image_dir, testing_percentage, validation_percentage): """Builds a list of training images from the file system. Analyzes the sub folders in the image directory, splits them into stable training, testing, and validation sets, and returns a data structure describing the lists of images fo...
python
def create_image_lists(image_dir, testing_percentage, validation_percentage): """Builds a list of training images from the file system. Analyzes the sub folders in the image directory, splits them into stable training, testing, and validation sets, and returns a data structure describing the lists of images fo...
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Builds a list of training images from the file system. Analyzes the sub folders in the image directory, splits them into stable training, testing, and validation sets, and returns a data structure describing the lists of images for each label and their paths. Args: image_dir: String path to a folder conta...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L147-L234
train
Builds a list of training images from the file system.
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tensorflow/hub
examples/image_retraining/retrain.py
get_image_path
def get_image_path(image_lists, label_name, index, image_dir, category): """Returns a path to an image for a label at the given index. Args: image_lists: OrderedDict of training images for each label. label_name: Label string we want to get an image for. index: Int offset of the image we want. This wil...
python
def get_image_path(image_lists, label_name, index, image_dir, category): """Returns a path to an image for a label at the given index. Args: image_lists: OrderedDict of training images for each label. label_name: Label string we want to get an image for. index: Int offset of the image we want. This wil...
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Returns a path to an image for a label at the given index. Args: image_lists: OrderedDict of training images for each label. label_name: Label string we want to get an image for. index: Int offset of the image we want. This will be moduloed by the available number of images for the label, so it can b...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L237-L267
train
Returns a path to an image for a given label at the given index.
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tensorflow/hub
examples/image_retraining/retrain.py
get_bottleneck_path
def get_bottleneck_path(image_lists, label_name, index, bottleneck_dir, category, module_name): """Returns a path to a bottleneck file for a label at the given index. Args: image_lists: OrderedDict of training images for each label. label_name: Label string we want to get an image f...
python
def get_bottleneck_path(image_lists, label_name, index, bottleneck_dir, category, module_name): """Returns a path to a bottleneck file for a label at the given index. Args: image_lists: OrderedDict of training images for each label. label_name: Label string we want to get an image f...
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Returns a path to a bottleneck file for a label at the given index. Args: image_lists: OrderedDict of training images for each label. label_name: Label string we want to get an image for. index: Integer offset of the image we want. This will be moduloed by the available number of images for the label...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L270-L291
train
Returns a path to a bottleneck file for a given label.
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tensorflow/hub
examples/image_retraining/retrain.py
create_module_graph
def create_module_graph(module_spec): """Creates a graph and loads Hub Module into it. Args: module_spec: the hub.ModuleSpec for the image module being used. Returns: graph: the tf.Graph that was created. bottleneck_tensor: the bottleneck values output by the module. resized_input_tensor: the in...
python
def create_module_graph(module_spec): """Creates a graph and loads Hub Module into it. Args: module_spec: the hub.ModuleSpec for the image module being used. Returns: graph: the tf.Graph that was created. bottleneck_tensor: the bottleneck values output by the module. resized_input_tensor: the in...
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Creates a graph and loads Hub Module into it. Args: module_spec: the hub.ModuleSpec for the image module being used. Returns: graph: the tf.Graph that was created. bottleneck_tensor: the bottleneck values output by the module. resized_input_tensor: the input images, resized as expected by the modu...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L294-L314
train
Creates a graph and loads Hub Module into it.
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tensorflow/hub
examples/image_retraining/retrain.py
run_bottleneck_on_image
def run_bottleneck_on_image(sess, image_data, image_data_tensor, decoded_image_tensor, resized_input_tensor, bottleneck_tensor): """Runs inference on an image to extract the 'bottleneck' summary layer. Args: sess: Current active TensorFlow Session. im...
python
def run_bottleneck_on_image(sess, image_data, image_data_tensor, decoded_image_tensor, resized_input_tensor, bottleneck_tensor): """Runs inference on an image to extract the 'bottleneck' summary layer. Args: sess: Current active TensorFlow Session. im...
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Runs inference on an image to extract the 'bottleneck' summary layer. Args: sess: Current active TensorFlow Session. image_data: String of raw JPEG data. image_data_tensor: Input data layer in the graph. decoded_image_tensor: Output of initial image resizing and preprocessing. resized_input_tenso...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L317-L340
train
Runs inference on an image to extract the bottleneck summary layer.
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tensorflow/hub
examples/image_retraining/retrain.py
create_bottleneck_file
def create_bottleneck_file(bottleneck_path, image_lists, label_name, index, image_dir, category, sess, jpeg_data_tensor, decoded_image_tensor, resized_input_tensor, bottleneck_tensor): """Create a single bottleneck file.""" tf.logging....
python
def create_bottleneck_file(bottleneck_path, image_lists, label_name, index, image_dir, category, sess, jpeg_data_tensor, decoded_image_tensor, resized_input_tensor, bottleneck_tensor): """Create a single bottleneck file.""" tf.logging....
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Create a single bottleneck file.
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L353-L373
train
Create a single bottleneck file.
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tensorflow/hub
examples/image_retraining/retrain.py
get_or_create_bottleneck
def get_or_create_bottleneck(sess, image_lists, label_name, index, image_dir, category, bottleneck_dir, jpeg_data_tensor, decoded_image_tensor, resized_input_tensor, bottleneck_tensor, module_name): """Retrieves or calculates bottl...
python
def get_or_create_bottleneck(sess, image_lists, label_name, index, image_dir, category, bottleneck_dir, jpeg_data_tensor, decoded_image_tensor, resized_input_tensor, bottleneck_tensor, module_name): """Retrieves or calculates bottl...
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Retrieves or calculates bottleneck values for an image. If a cached version of the bottleneck data exists on-disk, return that, otherwise calculate the data and save it to disk for future use. Args: sess: The current active TensorFlow Session. image_lists: OrderedDict of training images for each label. ...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L376-L434
train
Retrieves or creates a bottleneck file for an image.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
tensorflow/hub
examples/image_retraining/retrain.py
cache_bottlenecks
def cache_bottlenecks(sess, image_lists, image_dir, bottleneck_dir, jpeg_data_tensor, decoded_image_tensor, resized_input_tensor, bottleneck_tensor, module_name): """Ensures all the training, testing, and validation bottlenecks are cached. Because we're likely to read th...
python
def cache_bottlenecks(sess, image_lists, image_dir, bottleneck_dir, jpeg_data_tensor, decoded_image_tensor, resized_input_tensor, bottleneck_tensor, module_name): """Ensures all the training, testing, and validation bottlenecks are cached. Because we're likely to read th...
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Ensures all the training, testing, and validation bottlenecks are cached. Because we're likely to read the same image multiple times (if there are no distortions applied during training) it can speed things up a lot if we calculate the bottleneck layer values once for each image during preprocessing, and then ...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L437-L478
train
This function is used to cache bottlenecks for training testing and validation.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
tensorflow/hub
examples/image_retraining/retrain.py
get_random_cached_bottlenecks
def get_random_cached_bottlenecks(sess, image_lists, how_many, category, bottleneck_dir, image_dir, jpeg_data_tensor, decoded_image_tensor, resized_input_tensor, bottleneck_tensor, module_name): """Retrieves bottlene...
python
def get_random_cached_bottlenecks(sess, image_lists, how_many, category, bottleneck_dir, image_dir, jpeg_data_tensor, decoded_image_tensor, resized_input_tensor, bottleneck_tensor, module_name): """Retrieves bottlene...
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Retrieves bottleneck values for cached images. If no distortions are being applied, this function can retrieve the cached bottleneck values directly from disk for images. It picks a random set of images from the specified category. Args: sess: Current TensorFlow Session. image_lists: OrderedDict of tr...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L481-L544
train
This function returns bottlenecks for the given images.
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tensorflow/hub
examples/image_retraining/retrain.py
get_random_distorted_bottlenecks
def get_random_distorted_bottlenecks( sess, image_lists, how_many, category, image_dir, input_jpeg_tensor, distorted_image, resized_input_tensor, bottleneck_tensor): """Retrieves bottleneck values for training images, after distortions. If we're training with distortions like crops, scales, or flips, we ha...
python
def get_random_distorted_bottlenecks( sess, image_lists, how_many, category, image_dir, input_jpeg_tensor, distorted_image, resized_input_tensor, bottleneck_tensor): """Retrieves bottleneck values for training images, after distortions. If we're training with distortions like crops, scales, or flips, we ha...
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Retrieves bottleneck values for training images, after distortions. If we're training with distortions like crops, scales, or flips, we have to recalculate the full model for every image, and so we can't use cached bottleneck values. Instead we find random images for the requested category, run them through th...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L547-L596
train
This function returns bottleneck values for training images after distortions.
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tensorflow/hub
examples/image_retraining/retrain.py
add_input_distortions
def add_input_distortions(flip_left_right, random_crop, random_scale, random_brightness, module_spec): """Creates the operations to apply the specified distortions. During training it can help to improve the results if we run the images through simple distortions like crops, scales, and...
python
def add_input_distortions(flip_left_right, random_crop, random_scale, random_brightness, module_spec): """Creates the operations to apply the specified distortions. During training it can help to improve the results if we run the images through simple distortions like crops, scales, and...
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Creates the operations to apply the specified distortions. During training it can help to improve the results if we run the images through simple distortions like crops, scales, and flips. These reflect the kind of variations we expect in the real world, and so can help train the model to cope with natural dat...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L617-L706
train
This function creates the operations to apply the input distortions to the full availabe.
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tensorflow/hub
examples/image_retraining/retrain.py
variable_summaries
def variable_summaries(var): """Attach a lot of summaries to a Tensor (for TensorBoard visualization).""" with tf.name_scope('summaries'): mean = tf.reduce_mean(var) tf.summary.scalar('mean', mean) with tf.name_scope('stddev'): stddev = tf.sqrt(tf.reduce_mean(tf.square(var - mean))) tf.summary...
python
def variable_summaries(var): """Attach a lot of summaries to a Tensor (for TensorBoard visualization).""" with tf.name_scope('summaries'): mean = tf.reduce_mean(var) tf.summary.scalar('mean', mean) with tf.name_scope('stddev'): stddev = tf.sqrt(tf.reduce_mean(tf.square(var - mean))) tf.summary...
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Attach a lot of summaries to a Tensor (for TensorBoard visualization).
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L709-L719
train
Attach a lot of summaries to a TensorBoard visualization.
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tensorflow/hub
examples/image_retraining/retrain.py
add_final_retrain_ops
def add_final_retrain_ops(class_count, final_tensor_name, bottleneck_tensor, quantize_layer, is_training): """Adds a new softmax and fully-connected layer for training and eval. We need to retrain the top layer to identify our new classes, so this function adds the right operations to t...
python
def add_final_retrain_ops(class_count, final_tensor_name, bottleneck_tensor, quantize_layer, is_training): """Adds a new softmax and fully-connected layer for training and eval. We need to retrain the top layer to identify our new classes, so this function adds the right operations to t...
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Adds a new softmax and fully-connected layer for training and eval. We need to retrain the top layer to identify our new classes, so this function adds the right operations to the graph, along with some variables to hold the weights, and then sets up all the gradients for the backward pass. The set up for the...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L722-L804
train
Adds a new softmax and fully - connected layer for training and eval.
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tensorflow/hub
examples/image_retraining/retrain.py
add_evaluation_step
def add_evaluation_step(result_tensor, ground_truth_tensor): """Inserts the operations we need to evaluate the accuracy of our results. Args: result_tensor: The new final node that produces results. ground_truth_tensor: The node we feed ground truth data into. Returns: Tuple of (evaluation step,...
python
def add_evaluation_step(result_tensor, ground_truth_tensor): """Inserts the operations we need to evaluate the accuracy of our results. Args: result_tensor: The new final node that produces results. ground_truth_tensor: The node we feed ground truth data into. Returns: Tuple of (evaluation step,...
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Inserts the operations we need to evaluate the accuracy of our results. Args: result_tensor: The new final node that produces results. ground_truth_tensor: The node we feed ground truth data into. Returns: Tuple of (evaluation step, prediction).
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L807-L825
train
Adds the operations needed to evaluate the accuracy of our results.
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tensorflow/hub
examples/image_retraining/retrain.py
run_final_eval
def run_final_eval(train_session, module_spec, class_count, image_lists, jpeg_data_tensor, decoded_image_tensor, resized_image_tensor, bottleneck_tensor): """Runs a final evaluation on an eval graph using the test data set. Args: train_session: Session for the train graph ...
python
def run_final_eval(train_session, module_spec, class_count, image_lists, jpeg_data_tensor, decoded_image_tensor, resized_image_tensor, bottleneck_tensor): """Runs a final evaluation on an eval graph using the test data set. Args: train_session: Session for the train graph ...
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Runs a final evaluation on an eval graph using the test data set. Args: train_session: Session for the train graph with the tensors below. module_spec: The hub.ModuleSpec for the image module being used. class_count: Number of classes image_lists: OrderedDict of training images for each label. jp...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L828-L867
train
Runs a final evaluation on an eval graph using the test data set.
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tensorflow/hub
examples/image_retraining/retrain.py
build_eval_session
def build_eval_session(module_spec, class_count): """Builds an restored eval session without train operations for exporting. Args: module_spec: The hub.ModuleSpec for the image module being used. class_count: Number of classes Returns: Eval session containing the restored eval graph. The bottlen...
python
def build_eval_session(module_spec, class_count): """Builds an restored eval session without train operations for exporting. Args: module_spec: The hub.ModuleSpec for the image module being used. class_count: Number of classes Returns: Eval session containing the restored eval graph. The bottlen...
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Builds an restored eval session without train operations for exporting. Args: module_spec: The hub.ModuleSpec for the image module being used. class_count: Number of classes Returns: Eval session containing the restored eval graph. The bottleneck input, ground truth, eval step, and prediction tens...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L870-L901
train
Builds an eval session with the given module_spec and class_count.
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tensorflow/hub
examples/image_retraining/retrain.py
save_graph_to_file
def save_graph_to_file(graph_file_name, module_spec, class_count): """Saves an graph to file, creating a valid quantized one if necessary.""" sess, _, _, _, _, _ = build_eval_session(module_spec, class_count) graph = sess.graph output_graph_def = tf.graph_util.convert_variables_to_constants( sess, graph....
python
def save_graph_to_file(graph_file_name, module_spec, class_count): """Saves an graph to file, creating a valid quantized one if necessary.""" sess, _, _, _, _, _ = build_eval_session(module_spec, class_count) graph = sess.graph output_graph_def = tf.graph_util.convert_variables_to_constants( sess, graph....
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Saves an graph to file, creating a valid quantized one if necessary.
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L904-L913
train
Saves an graph to file creating a valid quantized one if necessary.
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tensorflow/hub
examples/image_retraining/retrain.py
add_jpeg_decoding
def add_jpeg_decoding(module_spec): """Adds operations that perform JPEG decoding and resizing to the graph.. Args: module_spec: The hub.ModuleSpec for the image module being used. Returns: Tensors for the node to feed JPEG data into, and the output of the preprocessing steps. """ input_height...
python
def add_jpeg_decoding(module_spec): """Adds operations that perform JPEG decoding and resizing to the graph.. Args: module_spec: The hub.ModuleSpec for the image module being used. Returns: Tensors for the node to feed JPEG data into, and the output of the preprocessing steps. """ input_height...
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Adds operations that perform JPEG decoding and resizing to the graph.. Args: module_spec: The hub.ModuleSpec for the image module being used. Returns: Tensors for the node to feed JPEG data into, and the output of the preprocessing steps.
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L926-L948
train
Adds operations that perform JPEG decoding and resizing to the graph.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
tensorflow/hub
examples/image_retraining/retrain.py
export_model
def export_model(module_spec, class_count, saved_model_dir): """Exports model for serving. Args: module_spec: The hub.ModuleSpec for the image module being used. class_count: The number of classes. saved_model_dir: Directory in which to save exported model and variables. """ # The SavedModel should...
python
def export_model(module_spec, class_count, saved_model_dir): """Exports model for serving. Args: module_spec: The hub.ModuleSpec for the image module being used. class_count: The number of classes. saved_model_dir: Directory in which to save exported model and variables. """ # The SavedModel should...
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Exports model for serving. Args: module_spec: The hub.ModuleSpec for the image module being used. class_count: The number of classes. saved_model_dir: Directory in which to save exported model and variables.
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L951-L968
train
Exports the model for serving.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
tensorflow/hub
examples/image_retraining/retrain.py
logging_level_verbosity
def logging_level_verbosity(logging_verbosity): """Converts logging_level into TensorFlow logging verbosity value Args: logging_level: String value representing logging level: 'DEBUG', 'INFO', 'WARN', 'ERROR', 'FATAL' """ name_to_level = { 'FATAL': tf.logging.FATAL, 'ERROR': tf.logging.ERROR, ...
python
def logging_level_verbosity(logging_verbosity): """Converts logging_level into TensorFlow logging verbosity value Args: logging_level: String value representing logging level: 'DEBUG', 'INFO', 'WARN', 'ERROR', 'FATAL' """ name_to_level = { 'FATAL': tf.logging.FATAL, 'ERROR': tf.logging.ERROR, ...
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Converts logging_level into TensorFlow logging verbosity value Args: logging_level: String value representing logging level: 'DEBUG', 'INFO', 'WARN', 'ERROR', 'FATAL'
[ "Converts", "logging_level", "into", "TensorFlow", "logging", "verbosity", "value" ]
09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/image_retraining/retrain.py#L971-L990
train
Converts logging_level into TensorFlow logging verbosity value Arguments
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tensorflow/hub
tensorflow_hub/image_util.py
get_image_module_info
def get_image_module_info(module_or_spec, required=False): """Returns the module's attached ImageModuleInfo message, or None.""" return module_or_spec.get_attached_message( IMAGE_MODULE_INFO_KEY, ImageModuleInfo, required=required)
python
def get_image_module_info(module_or_spec, required=False): """Returns the module's attached ImageModuleInfo message, or None.""" return module_or_spec.get_attached_message( IMAGE_MODULE_INFO_KEY, ImageModuleInfo, required=required)
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Returns the module's attached ImageModuleInfo message, or None.
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/tensorflow_hub/image_util.py#L39-L42
train
Returns the attached ImageModuleInfo message or None.
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tensorflow/hub
tensorflow_hub/image_util.py
get_expected_image_size
def get_expected_image_size(module_or_spec, signature=None, input_name=None): """Returns expected [height, width] dimensions of an image input. Args: module_or_spec: a Module or ModuleSpec that accepts image inputs. signature: a string with the key of the signature in question. If None, the default s...
python
def get_expected_image_size(module_or_spec, signature=None, input_name=None): """Returns expected [height, width] dimensions of an image input. Args: module_or_spec: a Module or ModuleSpec that accepts image inputs. signature: a string with the key of the signature in question. If None, the default s...
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Returns expected [height, width] dimensions of an image input. Args: module_or_spec: a Module or ModuleSpec that accepts image inputs. signature: a string with the key of the signature in question. If None, the default signature is used. input_name: a string with the input name for images. If None,...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/tensorflow_hub/image_util.py#L45-L86
train
Returns the expected height and width dimensions of an image input.
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tensorflow/hub
tensorflow_hub/image_util.py
get_num_image_channels
def get_num_image_channels(module_or_spec, signature=None, input_name=None): """Returns expected num_channels dimensions of an image input. This is for advanced users only who expect to handle modules with image inputs that might not have the 3 usual RGB channels. Args: module_or_spec: a Module or ModuleS...
python
def get_num_image_channels(module_or_spec, signature=None, input_name=None): """Returns expected num_channels dimensions of an image input. This is for advanced users only who expect to handle modules with image inputs that might not have the 3 usual RGB channels. Args: module_or_spec: a Module or ModuleS...
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Returns expected num_channels dimensions of an image input. This is for advanced users only who expect to handle modules with image inputs that might not have the 3 usual RGB channels. Args: module_or_spec: a Module or ModuleSpec that accepts image inputs. signature: a string with the key of the signatu...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/tensorflow_hub/image_util.py#L89-L125
train
Returns expected num_channels dimensions of an image input.
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tensorflow/hub
tensorflow_hub/tensor_info.py
_parse_tensor_info_proto
def _parse_tensor_info_proto(tensor_info): """Returns a ParsedTensorInfo instance from a TensorInfo proto.""" encoding = tensor_info.WhichOneof("encoding") dtype = tf.DType(tensor_info.dtype) shape = tf.TensorShape(tensor_info.tensor_shape) if encoding == "name": return ParsedTensorInfo(dtype=dtype, shape...
python
def _parse_tensor_info_proto(tensor_info): """Returns a ParsedTensorInfo instance from a TensorInfo proto.""" encoding = tensor_info.WhichOneof("encoding") dtype = tf.DType(tensor_info.dtype) shape = tf.TensorShape(tensor_info.tensor_shape) if encoding == "name": return ParsedTensorInfo(dtype=dtype, shape...
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Returns a ParsedTensorInfo instance from a TensorInfo proto.
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/tensorflow_hub/tensor_info.py#L65-L75
train
Returns a ParsedTensorInfo instance from a TensorInfo proto.
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tensorflow/hub
tensorflow_hub/tensor_info.py
_is_sparse
def _is_sparse(x): """Returns whether x is a SparseTensor or a parsed sparse tensor info.""" return ( isinstance(x, (tf.SparseTensor, tf_v1.SparseTensorValue)) or (hasattr(x, "is_sparse") and x.is_sparse))
python
def _is_sparse(x): """Returns whether x is a SparseTensor or a parsed sparse tensor info.""" return ( isinstance(x, (tf.SparseTensor, tf_v1.SparseTensorValue)) or (hasattr(x, "is_sparse") and x.is_sparse))
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Returns whether x is a SparseTensor or a parsed sparse tensor info.
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/tensorflow_hub/tensor_info.py#L97-L101
train
Returns whether x is a SparseTensor or a parsed sparse tensor info.
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tensorflow/hub
tensorflow_hub/tensor_info.py
_convert_to_compatible_tensor
def _convert_to_compatible_tensor(value, target, error_prefix): """Converts `value` into a tensor that can be feed into `tensor_info`. Args: value: A value to convert into Tensor or SparseTensor. target: An object returned by `parse_tensor_info_map`. error_prefix: A string to prefix on raised TypeError...
python
def _convert_to_compatible_tensor(value, target, error_prefix): """Converts `value` into a tensor that can be feed into `tensor_info`. Args: value: A value to convert into Tensor or SparseTensor. target: An object returned by `parse_tensor_info_map`. error_prefix: A string to prefix on raised TypeError...
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Converts `value` into a tensor that can be feed into `tensor_info`. Args: value: A value to convert into Tensor or SparseTensor. target: An object returned by `parse_tensor_info_map`. error_prefix: A string to prefix on raised TypeErrors. Raises: TypeError: If it fails to convert. Returns: ...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/tensorflow_hub/tensor_info.py#L104-L130
train
Converts value into a tensor that can be feed into tensor_info.
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tensorflow/hub
tensorflow_hub/tensor_info.py
convert_dict_to_compatible_tensor
def convert_dict_to_compatible_tensor(values, targets): """Converts dict `values` in tensors that are compatible with `targets`. Args: values: A dict to objects to convert with same keys as `targets`. targets: A dict returned by `parse_tensor_info_map`. Returns: A map with the same keys as `values` ...
python
def convert_dict_to_compatible_tensor(values, targets): """Converts dict `values` in tensors that are compatible with `targets`. Args: values: A dict to objects to convert with same keys as `targets`. targets: A dict returned by `parse_tensor_info_map`. Returns: A map with the same keys as `values` ...
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Converts dict `values` in tensors that are compatible with `targets`. Args: values: A dict to objects to convert with same keys as `targets`. targets: A dict returned by `parse_tensor_info_map`. Returns: A map with the same keys as `values` but values converted into Tensor/SparseTensors that can b...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/tensorflow_hub/tensor_info.py#L133-L151
train
Converts dict values in tensors that are compatible with targets.
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tensorflow/hub
tensorflow_hub/tensor_info.py
build_input_map
def build_input_map(protomap, inputs): """Builds a map to feed tensors in `protomap` using `inputs`. Args: protomap: A proto map<string,TensorInfo>. inputs: A map with same keys as `protomap` of Tensors and SparseTensors. Returns: A map from nodes refered by TensorInfo protos to corresponding input ...
python
def build_input_map(protomap, inputs): """Builds a map to feed tensors in `protomap` using `inputs`. Args: protomap: A proto map<string,TensorInfo>. inputs: A map with same keys as `protomap` of Tensors and SparseTensors. Returns: A map from nodes refered by TensorInfo protos to corresponding input ...
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Builds a map to feed tensors in `protomap` using `inputs`. Args: protomap: A proto map<string,TensorInfo>. inputs: A map with same keys as `protomap` of Tensors and SparseTensors. Returns: A map from nodes refered by TensorInfo protos to corresponding input tensors. Raises: ValueError: if a...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/tensorflow_hub/tensor_info.py#L154-L183
train
Builds a map to feed tensors in protomap using inputs.
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tensorflow/hub
tensorflow_hub/tensor_info.py
build_output_map
def build_output_map(protomap, get_tensor_by_name): """Builds a map of tensors from `protomap` using `get_tensor_by_name`. Args: protomap: A proto map<string,TensorInfo>. get_tensor_by_name: A lambda that receives a tensor name and returns a Tensor instance. Returns: A map from string to Tenso...
python
def build_output_map(protomap, get_tensor_by_name): """Builds a map of tensors from `protomap` using `get_tensor_by_name`. Args: protomap: A proto map<string,TensorInfo>. get_tensor_by_name: A lambda that receives a tensor name and returns a Tensor instance. Returns: A map from string to Tenso...
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Builds a map of tensors from `protomap` using `get_tensor_by_name`. Args: protomap: A proto map<string,TensorInfo>. get_tensor_by_name: A lambda that receives a tensor name and returns a Tensor instance. Returns: A map from string to Tensor or SparseTensor instances built from `protomap` and...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/tensorflow_hub/tensor_info.py#L186-L217
train
Builds a map from a proto map<string TensorInfo > protomap using get_tensor_by_name.
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tensorflow/hub
tensorflow_hub/tensor_info.py
tensor_info_proto_maps_match
def tensor_info_proto_maps_match(map_a, map_b): """Whether two signature inputs/outputs match in dtype, shape and sparsity. Args: map_a: A proto map<string,TensorInfo>. map_b: A proto map<string,TensorInfo>. Returns: A boolean whether `map_a` and `map_b` tensors have the same dtype, shape and sp...
python
def tensor_info_proto_maps_match(map_a, map_b): """Whether two signature inputs/outputs match in dtype, shape and sparsity. Args: map_a: A proto map<string,TensorInfo>. map_b: A proto map<string,TensorInfo>. Returns: A boolean whether `map_a` and `map_b` tensors have the same dtype, shape and sp...
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Whether two signature inputs/outputs match in dtype, shape and sparsity. Args: map_a: A proto map<string,TensorInfo>. map_b: A proto map<string,TensorInfo>. Returns: A boolean whether `map_a` and `map_b` tensors have the same dtype, shape and sparsity.
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/tensorflow_hub/tensor_info.py#L230-L254
train
Returns True if two signature inputs and outputs match in dtype shape and sparsity.
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tensorflow/hub
examples/text_embeddings/export.py
parse_line
def parse_line(line): """Parses a line of a text embedding file. Args: line: (str) One line of the text embedding file. Returns: A token string and its embedding vector in floats. """ columns = line.split() token = columns.pop(0) values = [float(column) for column in columns] return token, val...
python
def parse_line(line): """Parses a line of a text embedding file. Args: line: (str) One line of the text embedding file. Returns: A token string and its embedding vector in floats. """ columns = line.split() token = columns.pop(0) values = [float(column) for column in columns] return token, val...
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Parses a line of a text embedding file. Args: line: (str) One line of the text embedding file. Returns: A token string and its embedding vector in floats.
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/text_embeddings/export.py#L47-L59
train
Parses a line of a text embedding file.
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tensorflow/hub
examples/text_embeddings/export.py
load
def load(file_path, parse_line_fn): """Loads a text embedding into memory as a numpy matrix. Args: file_path: Path to the text embedding file. parse_line_fn: callback function to parse each file line. Returns: A tuple of (list of vocabulary tokens, numpy matrix of embedding vectors). Raises: ...
python
def load(file_path, parse_line_fn): """Loads a text embedding into memory as a numpy matrix. Args: file_path: Path to the text embedding file. parse_line_fn: callback function to parse each file line. Returns: A tuple of (list of vocabulary tokens, numpy matrix of embedding vectors). Raises: ...
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Loads a text embedding into memory as a numpy matrix. Args: file_path: Path to the text embedding file. parse_line_fn: callback function to parse each file line. Returns: A tuple of (list of vocabulary tokens, numpy matrix of embedding vectors). Raises: ValueError: if the data in the sstable is...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/text_embeddings/export.py#L62-L90
train
Loads a text embedding into memory as a numpy matrix.
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tensorflow/hub
examples/text_embeddings/export.py
make_module_spec
def make_module_spec(vocabulary_file, vocab_size, embeddings_dim, num_oov_buckets, preprocess_text): """Makes a module spec to simply perform token to embedding lookups. Input of this module is a 1-D list of string tokens. For T tokens input and an M dimensional embedding table, the lookup r...
python
def make_module_spec(vocabulary_file, vocab_size, embeddings_dim, num_oov_buckets, preprocess_text): """Makes a module spec to simply perform token to embedding lookups. Input of this module is a 1-D list of string tokens. For T tokens input and an M dimensional embedding table, the lookup r...
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Makes a module spec to simply perform token to embedding lookups. Input of this module is a 1-D list of string tokens. For T tokens input and an M dimensional embedding table, the lookup result is a [T, M] shaped Tensor. Args: vocabulary_file: Text file where each line is a key in the vocabulary. vocab_...
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09f45963f6787322967b6fec61459f3ac56fbb27
https://github.com/tensorflow/hub/blob/09f45963f6787322967b6fec61459f3ac56fbb27/examples/text_embeddings/export.py#L93-L177
train
Makes a module spec to simply perform token to embedding lookups.
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