border_style="green",
title="Опции:",
caption="t.me/matazimov_official")
table.add_column("№")
table.add_column("Описание")
table.add_row("1", "Добавить друзей со стен групп/страниц")
table.add_row("2", "Добавить друзей с раздела рекоменд.")
table.add_row("3", "Принять [bold yellow]новые[/bold yellow] заявки в друзья")
table.add_row("4", "Принять [bold red]все[/bold red] заявки в друзья")
table.add_row("5", "Отписаться от [bold red]всех[/bold red] исходящих заявок")
table.add_row("6", "Удалить неактивных друзей")
table.add_row("7", "Удалить невидимых друзей")
table.add_row("8", "Удалить собачек из друзей")
table.add_row("9", "Удалить [bold red]всех[/bold red] друзей")
table.add_row("0", "Помощь")
table.caption_style = "bold cyan"
console = Console()
console.print(table)
print("")
vid = input(f"({first_name} {last_name}) Выберите опцию: ")
if vid == "1":
import handlers.friends_add_from_wall
elif vid == "2":
import handlers.friends_add_from_recommended_section
elif vid == "3":
import handlers.request_accept.new
elif vid == "4":
import handlers.request_accept.all
def summary(
self,
x: tp.Optional[tp.Any] = None,
depth: int = 2,
tablefmt: str = "fancy_grid",
return_repr: bool = False,
initialize: bool = False,
eval_shape: bool = True,
**tablulate_kwargs,
) -> tp.Optional[str]:
"""
Prints a summary of the network.
Arguments:
x: A sample of inputs to the network.
depth: The level number of nested level which will be showed.
Information about summaries from modules deeper than `depth`
will be aggregated together.
tablefmt: A string representing the style of the table generated by
`tabulate`. See
[python-tabulate](https://github.com/astanin/python-tabulate)
for more options.
tablulate_kwargs: Additional keyword arguments passed to `tabulate`.
See [python-tabulate](https://github.com/astanin/python-tabulate)
for more options.
"""
if x is None:
x = {}
entries: tp.List[types.SummaryTableEntry]
states = self.states.copy() if self.run_eagerly else self.states
method = (self.call_summary_step
if self.run_eagerly else self.call_summary_step_jit)
if eval_shape:
entries = jax.eval_shape(self.call_summary_step, x, states)
else:
entries = method(x, states)
total_entry = entries[-1]
entries = entries[:-1]
depth_groups: tp.Dict[
str, tp.List[types.SummaryTableEntry]] = toolz.groupby(
lambda entry: "/".join(entry.path.split("/")[:depth]), entries)
entries = [
utils.get_grouped_entry(entry, depth_groups) for entry in entries
if entry.path in depth_groups
]
main_table = Table(
show_header=True,
show_lines=True,
show_footer=True,
# box=rich.box.HORIZONTALS,
)
main_table.add_column("Layer")
main_table.add_column("Outputs Shape")
main_table.add_column("Trainable\nParameters")
main_table.add_column("Non-trainable\nParameters")
rows: tp.List[tp.List[str]] = []
rows.append(["Inputs", utils.format_output(x), "", ""])
for entry in entries:
rows.append([
f"{entry.path}{{pad}} " + (f"[dim]{entry.module_type_name}[/]"
if entry.module_type_name else ""),
utils.format_output(entry.output_value),
f"[green]{entry.trainable_params_count:,}[/]{{pad}} {utils.format_size(entry.trainable_params_size)}"
if entry.trainable_params_count > 0 else "",
f"[green]{entry.non_trainable_params_count:,}[/]{{pad}} {utils.format_size(entry.non_trainable_params_size)}"
if entry.non_trainable_params_count > 0 else "",
])
# global summaries
params_count = total_entry.trainable_params_count
params_size = total_entry.trainable_params_size
states_count = total_entry.non_trainable_params_count
states_size = total_entry.non_trainable_params_size
total_count = params_count + states_count
total_size = params_size + states_size
rows.append([
"",
"Total",
(f"[green]{params_count:,}[/]{{pad}} {utils.format_size(params_size)}"
if params_count > 0 else ""),
(f"[green]{states_count:,}[/]{{pad}} {utils.format_size(states_size)}"
if states_count > 0 else ""),
])
# add padding
for col in range(4):
max_length = max(
len(line.split("{pad}")[0]) for row in rows
for line in row[col].split("\n"))
for row in rows:
row[col] = "\n".join(
line.format(
pad=" " *
(max_length - len(line.rstrip().split("{pad}")[0])))
for line in row[col].rstrip().split("\n"))
for row in rows[:-1]:
main_table.add_row(*row)
main_table.columns[1].footer = Text.from_markup(rows[-1][1],
justify="right")
main_table.columns[2].footer = rows[-1][2]
main_table.columns[3].footer = rows[-1][3]
main_table.caption_style = "bold"
main_table.caption = (
"\nTotal Parameters: " +
f"[green]{total_count:,}[/] {utils.format_size(total_size)}"
if total_count > 0 else "")
summary = "\n" + utils.get_table_repr(main_table)
print(summary)
if return_repr:
return summary
