"""gr.Number() component.""" from __future__ import annotations from collections.abc import Callable, Sequence from typing import TYPE_CHECKING, Any from gradio_client.documentation import document from gradio.components.base import Component, FormComponent from gradio.events import Events from gradio.exceptions import Error if TYPE_CHECKING: from gradio.components import Timer @document() class Number(FormComponent): """ Creates a numeric field for user to enter numbers as input or display numeric output. Demos: tax_calculator, blocks_simple_squares """ EVENTS = [Events.change, Events.input, Events.submit, Events.focus] def __init__( self, value: float | Callable | None = None, *, label: str | None = None, info: str | None = None, every: Timer | float | None = None, inputs: Component | Sequence[Component] | set[Component] | None = None, show_label: bool | None = None, container: bool = True, scale: int | None = None, min_width: int = 160, interactive: bool | None = None, visible: bool = True, elem_id: str | None = None, elem_classes: list[str] | str | None = None, render: bool = True, key: int | str | None = None, precision: int | None = None, minimum: float | None = None, maximum: float | None = None, step: float = 1, ): """ Parameters: value: default value. If callable, the function will be called whenever the app loads to set the initial value of the component. label: the label for this component, displayed above the component if `show_label` is `True` and is also used as the header if there are a table of examples for this component. If None and used in a `gr.Interface`, the label will be the name of the parameter this component corresponds to. info: additional component description, appears below the label in smaller font. Supports markdown / HTML syntax. every: Continously calls `value` to recalculate it if `value` is a function (has no effect otherwise). Can provide a Timer whose tick resets `value`, or a float that provides the regular interval for the reset Timer. inputs: Components that are used as inputs to calculate `value` if `value` is a function (has no effect otherwise). `value` is recalculated any time the inputs change. show_label: if True, will display label. container: If True, will place the component in a container - providing some extra padding around the border. scale: relative size compared to adjacent Components. For example if Components A and B are in a Row, and A has scale=2, and B has scale=1, A will be twice as wide as B. Should be an integer. scale applies in Rows, and to top-level Components in Blocks where fill_height=True. min_width: minimum pixel width, will wrap if not sufficient screen space to satisfy this value. If a certain scale value results in this Component being narrower than min_width, the min_width parameter will be respected first. interactive: if True, will be editable; if False, editing will be disabled. If not provided, this is inferred based on whether the component is used as an input or output. visible: If False, component will be hidden. elem_id: An optional string that is assigned as the id of this component in the HTML DOM. Can be used for targeting CSS styles. elem_classes: An optional list of strings that are assigned as the classes of this component in the HTML DOM. Can be used for targeting CSS styles. render: If False, component will not render be rendered in the Blocks context. Should be used if the intention is to assign event listeners now but render the component later. key: if assigned, will be used to assume identity across a re-render. Components that have the same key across a re-render will have their value preserved. precision: Precision to round input/output to. If set to 0, will round to nearest integer and convert type to int. If None, no rounding happens. minimum: Minimum value. Only applied when component is used as an input. If a user provides a smaller value, a gr.Error exception is raised by the backend. maximum: Maximum value. Only applied when component is used as an input. If a user provides a larger value, a gr.Error exception is raised by the backend. step: The interval between allowed numbers in the component. Can be used along with optional parameters `minimum` and `maximum` to create a range of legal values starting from `minimum` and incrementing according to this parameter. """ self.precision = precision self.minimum = minimum self.maximum = maximum self.step = step super().__init__( label=label, info=info, every=every, inputs=inputs, show_label=show_label, container=container, scale=scale, min_width=min_width, interactive=interactive, visible=visible, elem_id=elem_id, elem_classes=elem_classes, render=render, key=key, value=value, ) @staticmethod def _round_to_precision(num: float | int, precision: int | None) -> float | int: """ Round to a given precision. If precision is None, no rounding happens. If 0, num is converted to int. Parameters: num: Number to round. precision: Precision to round to. Returns: rounded number or the original number if precision is None """ if precision is None: return num elif precision == 0: return int(round(num, precision)) else: return round(num, precision) def preprocess(self, payload: float | None) -> float | int | None: """ Parameters: payload: the field value. Returns: Passes field value as a `float` or `int` into the function, depending on `precision`. """ if payload is None: return None elif self.minimum is not None and payload < self.minimum: raise Error(f"Value {payload} is less than minimum value {self.minimum}.") elif self.maximum is not None and payload > self.maximum: raise Error( f"Value {payload} is greater than maximum value {self.maximum}." ) return self._round_to_precision(payload, self.precision) def postprocess(self, value: float | int | None) -> float | int | None: """ Parameters: value: Expects an `int` or `float` returned from the function and sets field value to it. Returns: The (optionally rounded) field value as a `float` or `int` depending on `precision`. """ if value is None: return None return self._round_to_precision(value, self.precision) def api_info(self) -> dict[str, str]: return {"type": "number"} def example_payload(self) -> Any: return 3 def example_value(self) -> Any: return 3