Mise à jour de Monitor.py et autres scripts
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# Copyright (c) Streamlit Inc. (2018-2022) Snowflake Inc. (2022-2025)
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from __future__ import annotations
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from collections.abc import Sequence
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from dataclasses import dataclass
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from datetime import date, datetime, time, timedelta, timezone, tzinfo
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from numbers import Integral, Real
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from textwrap import dedent
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from typing import (
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TYPE_CHECKING,
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Any,
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Final,
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TypeVar,
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Union,
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cast,
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overload,
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)
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from typing_extensions import TypeAlias
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from streamlit.elements.lib.form_utils import current_form_id
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from streamlit.elements.lib.js_number import JSNumber, JSNumberBoundsException
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from streamlit.elements.lib.policies import (
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check_widget_policies,
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maybe_raise_label_warnings,
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)
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from streamlit.elements.lib.utils import (
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Key,
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LabelVisibility,
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compute_and_register_element_id,
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get_label_visibility_proto_value,
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to_key,
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)
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from streamlit.errors import (
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StreamlitAPIException,
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StreamlitValueAboveMaxError,
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StreamlitValueBelowMinError,
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)
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from streamlit.proto.Slider_pb2 import Slider as SliderProto
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from streamlit.runtime.metrics_util import gather_metrics
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from streamlit.runtime.scriptrunner import ScriptRunContext, get_script_run_ctx
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from streamlit.runtime.state import (
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WidgetArgs,
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WidgetCallback,
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WidgetKwargs,
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get_session_state,
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register_widget,
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)
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if TYPE_CHECKING:
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from streamlit.delta_generator import DeltaGenerator
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SliderNumericT = TypeVar("SliderNumericT", int, float)
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SliderDatelikeT = TypeVar("SliderDatelikeT", date, time, datetime)
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SliderNumericSpanT: TypeAlias = Union[
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list[SliderNumericT],
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tuple[()],
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tuple[SliderNumericT],
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tuple[SliderNumericT, SliderNumericT],
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]
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SliderDatelikeSpanT: TypeAlias = Union[
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list[SliderDatelikeT],
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tuple[()],
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tuple[SliderDatelikeT],
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tuple[SliderDatelikeT, SliderDatelikeT],
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]
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StepNumericT: TypeAlias = SliderNumericT
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StepDatelikeT: TypeAlias = timedelta
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SliderStep = Union[int, float, timedelta]
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SliderScalar = Union[int, float, date, time, datetime]
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SliderValueT = TypeVar("SliderValueT", int, float, date, time, datetime)
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SliderValueGeneric: TypeAlias = Union[
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SliderValueT,
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Sequence[SliderValueT],
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]
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SliderValue: TypeAlias = Union[
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SliderValueGeneric[int],
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SliderValueGeneric[float],
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SliderValueGeneric[date],
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SliderValueGeneric[time],
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SliderValueGeneric[datetime],
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]
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SliderReturnGeneric: TypeAlias = Union[
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SliderValueT,
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tuple[SliderValueT],
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tuple[SliderValueT, SliderValueT],
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]
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SliderReturn: TypeAlias = Union[
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SliderReturnGeneric[int],
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SliderReturnGeneric[float],
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SliderReturnGeneric[date],
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SliderReturnGeneric[time],
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SliderReturnGeneric[datetime],
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]
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SECONDS_TO_MICROS: Final = 1000 * 1000
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DAYS_TO_MICROS: Final = 24 * 60 * 60 * SECONDS_TO_MICROS
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UTC_EPOCH: Final = datetime(1970, 1, 1, tzinfo=timezone.utc)
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def _time_to_datetime(time_: time) -> datetime:
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# Note, here we pick an arbitrary date well after Unix epoch.
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# This prevents pre-epoch timezone issues (https://bugs.python.org/issue36759)
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# We're dropping the date from datetime later, anyway.
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return datetime.combine(date(2000, 1, 1), time_)
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def _date_to_datetime(date_: date) -> datetime:
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return datetime.combine(date_, time())
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def _delta_to_micros(delta: timedelta) -> int:
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return (
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delta.microseconds
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+ delta.seconds * SECONDS_TO_MICROS
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+ delta.days * DAYS_TO_MICROS
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)
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def _datetime_to_micros(dt: datetime) -> int:
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# The frontend is not aware of timezones and only expects a UTC-based
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# timestamp (in microseconds). Since we want to show the date/time exactly
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# as it is in the given datetime object, we just set the tzinfo to UTC and
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# do not do any timezone conversions. Only the backend knows about
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# original timezone and will replace the UTC timestamp in the deserialization.
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utc_dt = dt.replace(tzinfo=timezone.utc)
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return _delta_to_micros(utc_dt - UTC_EPOCH)
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def _micros_to_datetime(micros: int, orig_tz: tzinfo | None) -> datetime:
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"""Restore times/datetimes to original timezone (dates are always naive)."""
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utc_dt = UTC_EPOCH + timedelta(microseconds=micros)
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# Add the original timezone. No conversion is required here,
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# since in the serialization, we also just replace the timestamp with UTC.
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return utc_dt.replace(tzinfo=orig_tz)
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@dataclass
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class SliderSerde:
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value: list[float]
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data_type: int
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single_value: bool
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orig_tz: tzinfo | None
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def deserialize_single_value(self, value: float):
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if self.data_type == SliderProto.INT:
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return int(value)
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if self.data_type == SliderProto.DATETIME:
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return _micros_to_datetime(int(value), self.orig_tz)
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if self.data_type == SliderProto.DATE:
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return _micros_to_datetime(int(value), self.orig_tz).date()
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if self.data_type == SliderProto.TIME:
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return (
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_micros_to_datetime(int(value), self.orig_tz)
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.time()
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.replace(tzinfo=self.orig_tz)
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)
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return value
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def deserialize(self, ui_value: list[float] | None, widget_id: str = ""):
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if ui_value is not None:
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val = ui_value
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else:
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# Widget has not been used; fallback to the original value,
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val = self.value
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# The widget always returns a float array, so fix the return type if necessary
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val = [self.deserialize_single_value(v) for v in val]
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return val[0] if self.single_value else tuple(val)
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def serialize(self, v: Any) -> list[Any]:
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range_value = isinstance(v, (list, tuple))
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value = list(v) if range_value else [v]
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if self.data_type == SliderProto.DATE:
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value = [_datetime_to_micros(_date_to_datetime(v)) for v in value]
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if self.data_type == SliderProto.TIME:
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value = [_datetime_to_micros(_time_to_datetime(v)) for v in value]
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if self.data_type == SliderProto.DATETIME:
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value = [_datetime_to_micros(v) for v in value]
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return value
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class SliderMixin:
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# For easier readability, all the arguments with un-changing types across these overload signatures have been
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# collapsed onto a single line.
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# fmt: off
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# If min/max/value/step are not provided, then we return an int.
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# if ONLY step is provided, then it must be an int and we return an int.
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@overload
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def slider(
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self,
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label: str,
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min_value: None = None,
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max_value: None = None,
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value: None = None,
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step: int | None = None,
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format: str | None = None, key: Key | None = None, help: str | None = None, on_change: WidgetCallback | None = None, args: WidgetArgs | None = None, kwargs: WidgetKwargs | None = None, *, disabled: bool = False, label_visibility: LabelVisibility = "visible"
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) -> int:
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...
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# If min-value or max_value is provided and a numeric type, and value (if provided)
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# is a singular numeric, return the same numeric type.
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@overload
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def slider(
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self,
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label: str,
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min_value: SliderNumericT | None = None,
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max_value: SliderNumericT | None = None,
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value: SliderNumericT | None = None,
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step: StepNumericT[SliderNumericT] | None = None,
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format: str | None = None, key: Key | None = None, help: str | None = None, on_change: WidgetCallback | None = None, args: WidgetArgs | None = None, kwargs: WidgetKwargs | None = None, *, disabled: bool = False, label_visibility: LabelVisibility = "visible"
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) -> SliderNumericT:
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...
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# If value is provided and a sequence of numeric type,
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# return a tuple of the same numeric type.
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@overload
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def slider(
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self,
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label: str,
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min_value: SliderNumericT | None = None,
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max_value: SliderNumericT | None = None,
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*,
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value: SliderNumericSpanT[SliderNumericT],
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step: StepNumericT[SliderNumericT] | None = None,
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format: str | None = None, key: Key | None = None, help: str | None = None, on_change: WidgetCallback | None = None, args: WidgetArgs | None = None, kwargs: WidgetKwargs | None = None, disabled: bool = False, label_visibility: LabelVisibility = "visible"
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) -> tuple[SliderNumericT, SliderNumericT]:
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...
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# If value is provided positionally and a sequence of numeric type,
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# return a tuple of the same numeric type.
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@overload
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def slider(
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self,
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label: str,
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min_value: SliderNumericT,
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max_value: SliderNumericT,
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value: SliderNumericSpanT[SliderNumericT],
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/,
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step: StepNumericT[SliderNumericT] | None = None,
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format: str | None = None, key: Key | None = None, help: str | None = None, on_change: WidgetCallback | None = None, args: WidgetArgs | None = None, kwargs: WidgetKwargs | None = None, *, disabled: bool = False, label_visibility: LabelVisibility = "visible"
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) -> tuple[SliderNumericT, SliderNumericT]:
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...
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# If min-value is provided and a datelike type, and value (if provided)
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# is a singular datelike, return the same datelike type.
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@overload
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def slider(
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self,
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label: str,
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min_value: SliderDatelikeT,
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max_value: SliderDatelikeT | None = None,
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value: SliderDatelikeT | None = None,
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step: StepDatelikeT | None = None,
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format: str | None = None, key: Key | None = None, help: str | None = None, on_change: WidgetCallback | None = None, args: WidgetArgs | None = None, kwargs: WidgetKwargs | None = None, *, disabled: bool = False, label_visibility: LabelVisibility = "visible"
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) -> SliderDatelikeT:
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...
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# If max-value is provided and a datelike type, and value (if provided)
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# is a singular datelike, return the same datelike type.
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@overload
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def slider(
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self,
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label: str,
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min_value: SliderDatelikeT | None = None,
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*,
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max_value: SliderDatelikeT,
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value: SliderDatelikeT | None = None,
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step: StepDatelikeT | None = None,
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format: str | None = None, key: Key | None = None, help: str | None = None, on_change: WidgetCallback | None = None, args: WidgetArgs | None = None, kwargs: WidgetKwargs | None = None, disabled: bool = False, label_visibility: LabelVisibility = "visible"
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) -> SliderDatelikeT:
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...
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# If value is provided and a datelike type, return the same datelike type.
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@overload
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def slider(
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self,
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label: str,
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min_value: SliderDatelikeT | None = None,
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max_value: SliderDatelikeT | None = None,
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*,
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value: SliderDatelikeT,
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step: StepDatelikeT | None = None,
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format: str | None = None, key: Key | None = None, help: str | None = None, on_change: WidgetCallback | None = None, args: WidgetArgs | None = None, kwargs: WidgetKwargs | None = None, disabled: bool = False, label_visibility: LabelVisibility = "visible"
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) -> SliderDatelikeT:
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...
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# If value is provided and a sequence of datelike type,
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# return a tuple of the same datelike type.
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@overload
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def slider(
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self,
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label: str,
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min_value: SliderDatelikeT | None = None,
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max_value: SliderDatelikeT | None = None,
|
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*,
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value: SliderDatelikeSpanT[SliderDatelikeT],
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step: StepDatelikeT | None = None,
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format: str | None = None, key: Key | None = None, help: str | None = None, on_change: WidgetCallback | None = None, args: WidgetArgs | None = None, kwargs: WidgetKwargs | None = None, disabled: bool = False, label_visibility: LabelVisibility = "visible"
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) -> tuple[SliderDatelikeT, SliderDatelikeT]:
|
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...
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|
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# If value is provided positionally and a sequence of datelike type,
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# return a tuple of the same datelike type.
|
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@overload
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def slider(
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self,
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label: str,
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min_value: SliderDatelikeT,
|
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max_value: SliderDatelikeT,
|
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value: SliderDatelikeSpanT[SliderDatelikeT],
|
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/,
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step: StepDatelikeT | None = None,
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format: str | None = None, key: Key | None = None, help: str | None = None, on_change: WidgetCallback | None = None, args: WidgetArgs | None = None, kwargs: WidgetKwargs | None = None, *, disabled: bool = False, label_visibility: LabelVisibility = "visible"
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) -> tuple[SliderDatelikeT, SliderDatelikeT]:
|
||||
...
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# fmt: on
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# https://github.com/python/mypy/issues/17614
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@gather_metrics("slider") # type: ignore[misc]
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def slider(
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self,
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label: str,
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min_value: SliderScalar | None = None,
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max_value: SliderScalar | None = None,
|
||||
value: SliderValue | None = None,
|
||||
step: SliderStep | None = None,
|
||||
format: str | None = None,
|
||||
key: Key | None = None,
|
||||
help: str | None = None,
|
||||
on_change: WidgetCallback | None = None,
|
||||
args: WidgetArgs | None = None,
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kwargs: WidgetKwargs | None = None,
|
||||
*, # keyword-only arguments:
|
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disabled: bool = False,
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label_visibility: LabelVisibility = "visible",
|
||||
) -> Any:
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r"""Display a slider widget.
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This supports int, float, date, time, and datetime types.
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||||
|
||||
This also allows you to render a range slider by passing a two-element
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tuple or list as the ``value``.
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|
||||
The difference between ``st.slider`` and ``st.select_slider`` is that
|
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``slider`` only accepts numerical or date/time data and takes a range as
|
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input, while ``select_slider`` accepts any datatype and takes an iterable
|
||||
set of options.
|
||||
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||||
.. note::
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||||
Integer values exceeding +/- ``(1<<53) - 1`` cannot be accurately
|
||||
stored or returned by the widget due to serialization contstraints
|
||||
between the Python server and JavaScript client. You must handle
|
||||
such numbers as floats, leading to a loss in precision.
|
||||
|
||||
Parameters
|
||||
----------
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||||
label : str
|
||||
A short label explaining to the user what this slider is for.
|
||||
The label can optionally contain GitHub-flavored Markdown of the
|
||||
following types: Bold, Italics, Strikethroughs, Inline Code, Links,
|
||||
and Images. Images display like icons, with a max height equal to
|
||||
the font height.
|
||||
|
||||
Unsupported Markdown elements are unwrapped so only their children
|
||||
(text contents) render. Display unsupported elements as literal
|
||||
characters by backslash-escaping them. E.g.,
|
||||
``"1\. Not an ordered list"``.
|
||||
|
||||
See the ``body`` parameter of |st.markdown|_ for additional,
|
||||
supported Markdown directives.
|
||||
|
||||
For accessibility reasons, you should never set an empty label, but
|
||||
you can hide it with ``label_visibility`` if needed. In the future,
|
||||
we may disallow empty labels by raising an exception.
|
||||
|
||||
.. |st.markdown| replace:: ``st.markdown``
|
||||
.. _st.markdown: https://docs.streamlit.io/develop/api-reference/text/st.markdown
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||||
|
||||
min_value : a supported type or None
|
||||
The minimum permitted value.
|
||||
If this is ``None`` (default), the minimum value depends on the
|
||||
type as follows:
|
||||
|
||||
- integer: ``0``
|
||||
- float: ``0.0``
|
||||
- date or datetime: ``value - timedelta(days=14)``
|
||||
- time: ``time.min``
|
||||
|
||||
max_value : a supported type or None
|
||||
The maximum permitted value.
|
||||
If this is ``None`` (default), the maximum value depends on the
|
||||
type as follows:
|
||||
|
||||
- integer: ``100``
|
||||
- float: ``1.0``
|
||||
- date or datetime: ``value + timedelta(days=14)``
|
||||
- time: ``time.max``
|
||||
|
||||
value : a supported type or a tuple/list of supported types or None
|
||||
The value of the slider when it first renders. If a tuple/list
|
||||
of two values is passed here, then a range slider with those lower
|
||||
and upper bounds is rendered. For example, if set to `(1, 10)` the
|
||||
slider will have a selectable range between 1 and 10.
|
||||
This defaults to ``min_value``. If the type is not otherwise
|
||||
specified in any of the numeric parameters, the widget will have an
|
||||
integer value.
|
||||
|
||||
step : int, float, timedelta, or None
|
||||
The stepping interval.
|
||||
Defaults to 1 if the value is an int, 0.01 if a float,
|
||||
timedelta(days=1) if a date/datetime, timedelta(minutes=15) if a time
|
||||
(or if max_value - min_value < 1 day)
|
||||
|
||||
format : str or None
|
||||
A printf-style format string controlling how the interface should
|
||||
display numbers. This does not impact the return value.
|
||||
|
||||
For information about formatting integers and floats, see
|
||||
`sprintf.js
|
||||
<https://github.com/alexei/sprintf.js?tab=readme-ov-file#format-specification>`_.
|
||||
For example, ``format="%0.1f"`` adjusts the displayed decimal
|
||||
precision to only show one digit after the decimal.
|
||||
|
||||
For information about formatting datetimes, dates, and times, see
|
||||
`momentJS <https://momentjs.com/docs/#/displaying/format/>`_.
|
||||
For example, ``format="ddd ha"`` adjusts the displayed datetime to
|
||||
show the day of the week and the hour ("Tue 8pm").
|
||||
|
||||
key : str or int
|
||||
An optional string or integer to use as the unique key for the widget.
|
||||
If this is omitted, a key will be generated for the widget
|
||||
based on its content. No two widgets may have the same key.
|
||||
|
||||
help : str or None
|
||||
A tooltip that gets displayed next to the widget label. Streamlit
|
||||
only displays the tooltip when ``label_visibility="visible"``. If
|
||||
this is ``None`` (default), no tooltip is displayed.
|
||||
|
||||
The tooltip can optionally contain GitHub-flavored Markdown,
|
||||
including the Markdown directives described in the ``body``
|
||||
parameter of ``st.markdown``.
|
||||
|
||||
on_change : callable
|
||||
An optional callback invoked when this slider's value changes.
|
||||
|
||||
args : tuple
|
||||
An optional tuple of args to pass to the callback.
|
||||
|
||||
kwargs : dict
|
||||
An optional dict of kwargs to pass to the callback.
|
||||
|
||||
disabled : bool
|
||||
An optional boolean that disables the slider if set to ``True``.
|
||||
The default is ``False``.
|
||||
|
||||
label_visibility : "visible", "hidden", or "collapsed"
|
||||
The visibility of the label. The default is ``"visible"``. If this
|
||||
is ``"hidden"``, Streamlit displays an empty spacer instead of the
|
||||
label, which can help keep the widget alligned with other widgets.
|
||||
If this is ``"collapsed"``, Streamlit displays no label or spacer.
|
||||
|
||||
|
||||
Returns
|
||||
-------
|
||||
int/float/date/time/datetime or tuple of int/float/date/time/datetime
|
||||
The current value of the slider widget. The return type will match
|
||||
the data type of the value parameter.
|
||||
|
||||
Examples
|
||||
--------
|
||||
>>> import streamlit as st
|
||||
>>>
|
||||
>>> age = st.slider("How old are you?", 0, 130, 25)
|
||||
>>> st.write("I'm ", age, "years old")
|
||||
|
||||
And here's an example of a range slider:
|
||||
|
||||
>>> import streamlit as st
|
||||
>>>
|
||||
>>> values = st.slider("Select a range of values", 0.0, 100.0, (25.0, 75.0))
|
||||
>>> st.write("Values:", values)
|
||||
|
||||
This is a range time slider:
|
||||
|
||||
>>> import streamlit as st
|
||||
>>> from datetime import time
|
||||
>>>
|
||||
>>> appointment = st.slider(
|
||||
... "Schedule your appointment:", value=(time(11, 30), time(12, 45))
|
||||
... )
|
||||
>>> st.write("You're scheduled for:", appointment)
|
||||
|
||||
Finally, a datetime slider:
|
||||
|
||||
>>> import streamlit as st
|
||||
>>> from datetime import datetime
|
||||
>>>
|
||||
>>> start_time = st.slider(
|
||||
... "When do you start?",
|
||||
... value=datetime(2020, 1, 1, 9, 30),
|
||||
... format="MM/DD/YY - hh:mm",
|
||||
... )
|
||||
>>> st.write("Start time:", start_time)
|
||||
|
||||
.. output::
|
||||
https://doc-slider.streamlit.app/
|
||||
height: 300px
|
||||
|
||||
"""
|
||||
ctx = get_script_run_ctx()
|
||||
return self._slider(
|
||||
label=label,
|
||||
min_value=min_value,
|
||||
max_value=max_value,
|
||||
value=value,
|
||||
step=step,
|
||||
format=format,
|
||||
key=key,
|
||||
help=help,
|
||||
on_change=on_change,
|
||||
args=args,
|
||||
kwargs=kwargs,
|
||||
disabled=disabled,
|
||||
label_visibility=label_visibility,
|
||||
ctx=ctx,
|
||||
)
|
||||
|
||||
def _slider(
|
||||
self,
|
||||
label: str,
|
||||
min_value=None,
|
||||
max_value=None,
|
||||
value=None,
|
||||
step=None,
|
||||
format: str | None = None,
|
||||
key: Key | None = None,
|
||||
help: str | None = None,
|
||||
on_change: WidgetCallback | None = None,
|
||||
args: WidgetArgs | None = None,
|
||||
kwargs: WidgetKwargs | None = None,
|
||||
*, # keyword-only arguments:
|
||||
disabled: bool = False,
|
||||
label_visibility: LabelVisibility = "visible",
|
||||
ctx: ScriptRunContext | None = None,
|
||||
) -> SliderReturn:
|
||||
key = to_key(key)
|
||||
|
||||
check_widget_policies(
|
||||
self.dg,
|
||||
key,
|
||||
on_change,
|
||||
default_value=value,
|
||||
)
|
||||
maybe_raise_label_warnings(label, label_visibility)
|
||||
|
||||
element_id = compute_and_register_element_id(
|
||||
"slider",
|
||||
user_key=key,
|
||||
form_id=current_form_id(self.dg),
|
||||
label=label,
|
||||
min_value=min_value,
|
||||
max_value=max_value,
|
||||
value=value,
|
||||
step=step,
|
||||
format=format,
|
||||
help=help,
|
||||
)
|
||||
|
||||
SUPPORTED_TYPES = {
|
||||
Integral: SliderProto.INT,
|
||||
Real: SliderProto.FLOAT,
|
||||
datetime: SliderProto.DATETIME,
|
||||
date: SliderProto.DATE,
|
||||
time: SliderProto.TIME,
|
||||
}
|
||||
TIMELIKE_TYPES = (SliderProto.DATETIME, SliderProto.TIME, SliderProto.DATE)
|
||||
|
||||
if value is None:
|
||||
# We need to know if this is a single or range slider, but don't have
|
||||
# a default value, so we check if session_state can tell us.
|
||||
# We already calcluated the id, so there is no risk of this causing
|
||||
# the id to change.
|
||||
|
||||
single_value = True
|
||||
|
||||
session_state = get_session_state().filtered_state
|
||||
|
||||
if key is not None and key in session_state:
|
||||
state_value = session_state[key]
|
||||
single_value = isinstance(state_value, tuple(SUPPORTED_TYPES.keys()))
|
||||
|
||||
if single_value:
|
||||
value = min_value if min_value is not None else 0
|
||||
else:
|
||||
mn = min_value if min_value is not None else 0
|
||||
mx = max_value if max_value is not None else 100
|
||||
value = [mn, mx]
|
||||
|
||||
# Ensure that the value is either a single value or a range of values.
|
||||
single_value = isinstance(value, tuple(SUPPORTED_TYPES.keys()))
|
||||
range_value = isinstance(value, (list, tuple)) and len(value) in (0, 1, 2)
|
||||
if not single_value and not range_value:
|
||||
raise StreamlitAPIException(
|
||||
"Slider value should either be an int/float/datetime or a list/tuple of "
|
||||
"0 to 2 ints/floats/datetimes"
|
||||
)
|
||||
|
||||
# Simplify future logic by always making value a list
|
||||
if single_value:
|
||||
value = [value]
|
||||
|
||||
def value_to_generic_type(v):
|
||||
if isinstance(v, Integral):
|
||||
return SUPPORTED_TYPES[Integral]
|
||||
elif isinstance(v, Real):
|
||||
return SUPPORTED_TYPES[Real]
|
||||
else:
|
||||
return SUPPORTED_TYPES[type(v)]
|
||||
|
||||
def all_same_type(items):
|
||||
return len(set(map(value_to_generic_type, items))) < 2
|
||||
|
||||
if not all_same_type(value):
|
||||
raise StreamlitAPIException(
|
||||
"Slider tuple/list components must be of the same type.\n"
|
||||
f"But were: {list(map(type, value))}"
|
||||
)
|
||||
|
||||
if len(value) == 0:
|
||||
data_type = SliderProto.INT
|
||||
else:
|
||||
data_type = value_to_generic_type(value[0])
|
||||
|
||||
datetime_min = time.min
|
||||
datetime_max = time.max
|
||||
if data_type == SliderProto.TIME:
|
||||
datetime_min = time.min.replace(tzinfo=value[0].tzinfo)
|
||||
datetime_max = time.max.replace(tzinfo=value[0].tzinfo)
|
||||
if data_type in (SliderProto.DATETIME, SliderProto.DATE):
|
||||
datetime_min = value[0] - timedelta(days=14)
|
||||
datetime_max = value[0] + timedelta(days=14)
|
||||
|
||||
DEFAULTS = {
|
||||
SliderProto.INT: {
|
||||
"min_value": 0,
|
||||
"max_value": 100,
|
||||
"step": 1,
|
||||
"format": "%d",
|
||||
},
|
||||
SliderProto.FLOAT: {
|
||||
"min_value": 0.0,
|
||||
"max_value": 1.0,
|
||||
"step": 0.01,
|
||||
"format": "%0.2f",
|
||||
},
|
||||
SliderProto.DATETIME: {
|
||||
"min_value": datetime_min,
|
||||
"max_value": datetime_max,
|
||||
"step": timedelta(days=1),
|
||||
"format": "YYYY-MM-DD",
|
||||
},
|
||||
SliderProto.DATE: {
|
||||
"min_value": datetime_min,
|
||||
"max_value": datetime_max,
|
||||
"step": timedelta(days=1),
|
||||
"format": "YYYY-MM-DD",
|
||||
},
|
||||
SliderProto.TIME: {
|
||||
"min_value": datetime_min,
|
||||
"max_value": datetime_max,
|
||||
"step": timedelta(minutes=15),
|
||||
"format": "HH:mm",
|
||||
},
|
||||
}
|
||||
|
||||
if min_value is None:
|
||||
min_value = DEFAULTS[data_type]["min_value"]
|
||||
if max_value is None:
|
||||
max_value = DEFAULTS[data_type]["max_value"]
|
||||
if step is None:
|
||||
step = DEFAULTS[data_type]["step"]
|
||||
if data_type in (
|
||||
SliderProto.DATETIME,
|
||||
SliderProto.DATE,
|
||||
) and max_value - min_value < timedelta(days=1):
|
||||
step = timedelta(minutes=15)
|
||||
if format is None:
|
||||
format = cast("str", DEFAULTS[data_type]["format"])
|
||||
|
||||
if step == 0:
|
||||
raise StreamlitAPIException(
|
||||
"Slider components cannot be passed a `step` of 0."
|
||||
)
|
||||
|
||||
# Ensure that all arguments are of the same type.
|
||||
slider_args = [min_value, max_value, step]
|
||||
int_args = all(isinstance(a, Integral) for a in slider_args)
|
||||
float_args = all(
|
||||
isinstance(a, Real) and not isinstance(a, Integral) for a in slider_args
|
||||
)
|
||||
# When min and max_value are the same timelike, step should be a timedelta
|
||||
timelike_args = (
|
||||
data_type in TIMELIKE_TYPES
|
||||
and isinstance(step, timedelta)
|
||||
and type(min_value) is type(max_value)
|
||||
)
|
||||
|
||||
if not int_args and not float_args and not timelike_args:
|
||||
raise StreamlitAPIException(
|
||||
"Slider value arguments must be of matching types."
|
||||
"\n`min_value` has %(min_type)s type."
|
||||
"\n`max_value` has %(max_type)s type."
|
||||
"\n`step` has %(step)s type."
|
||||
% {
|
||||
"min_type": type(min_value).__name__,
|
||||
"max_type": type(max_value).__name__,
|
||||
"step": type(step).__name__,
|
||||
}
|
||||
)
|
||||
|
||||
# Ensure that the value matches arguments' types.
|
||||
all_ints = data_type == SliderProto.INT and int_args
|
||||
all_floats = data_type == SliderProto.FLOAT and float_args
|
||||
all_timelikes = data_type in TIMELIKE_TYPES and timelike_args
|
||||
|
||||
if not all_ints and not all_floats and not all_timelikes:
|
||||
raise StreamlitAPIException(
|
||||
"Both value and arguments must be of the same type."
|
||||
"\n`value` has %(value_type)s type."
|
||||
"\n`min_value` has %(min_type)s type."
|
||||
"\n`max_value` has %(max_type)s type."
|
||||
% {
|
||||
"value_type": type(value).__name__,
|
||||
"min_type": type(min_value).__name__,
|
||||
"max_type": type(max_value).__name__,
|
||||
}
|
||||
)
|
||||
|
||||
# Ensure that min <= value(s) <= max, adjusting the bounds as necessary.
|
||||
min_value = min(min_value, max_value)
|
||||
max_value = max(min_value, max_value)
|
||||
if len(value) == 1:
|
||||
min_value = min(value[0], min_value)
|
||||
max_value = max(value[0], max_value)
|
||||
elif len(value) == 2:
|
||||
start, end = value
|
||||
if start > end:
|
||||
# Swap start and end, since they seem reversed
|
||||
start, end = end, start
|
||||
value = start, end
|
||||
min_value = min(start, min_value)
|
||||
max_value = max(end, max_value)
|
||||
else:
|
||||
# Empty list, so let's just use the outer bounds
|
||||
value = [min_value, max_value]
|
||||
|
||||
# Bounds checks. JSNumber produces human-readable exceptions that
|
||||
# we simply re-package as StreamlitAPIExceptions.
|
||||
# (We check `min_value` and `max_value` here; `value` and `step` are
|
||||
# already known to be in the [min_value, max_value] range.)
|
||||
try:
|
||||
if all_ints:
|
||||
JSNumber.validate_int_bounds(min_value, "`min_value`")
|
||||
JSNumber.validate_int_bounds(max_value, "`max_value`")
|
||||
elif all_floats:
|
||||
JSNumber.validate_float_bounds(min_value, "`min_value`")
|
||||
JSNumber.validate_float_bounds(max_value, "`max_value`")
|
||||
elif all_timelikes:
|
||||
# No validation yet. TODO: check between 0001-01-01 to 9999-12-31
|
||||
pass
|
||||
except JSNumberBoundsException as e:
|
||||
raise StreamlitAPIException(str(e))
|
||||
|
||||
orig_tz = None
|
||||
# Convert dates or times into datetimes
|
||||
if data_type == SliderProto.TIME:
|
||||
value = list(map(_time_to_datetime, value))
|
||||
min_value = _time_to_datetime(min_value)
|
||||
max_value = _time_to_datetime(max_value)
|
||||
|
||||
if data_type == SliderProto.DATE:
|
||||
value = list(map(_date_to_datetime, value))
|
||||
min_value = _date_to_datetime(min_value)
|
||||
max_value = _date_to_datetime(max_value)
|
||||
|
||||
# The frontend will error if the values are equal, so checking here
|
||||
# lets us produce a nicer python error message and stack trace.
|
||||
if min_value == max_value:
|
||||
raise StreamlitAPIException(
|
||||
"Slider `min_value` must be less than the `max_value`."
|
||||
f"\nThe values were {min_value} and {max_value}."
|
||||
)
|
||||
|
||||
# Now, convert to microseconds (so we can serialize datetime to a long)
|
||||
if data_type in TIMELIKE_TYPES:
|
||||
# Restore times/datetimes to original timezone (dates are always naive)
|
||||
orig_tz = (
|
||||
value[0].tzinfo
|
||||
if data_type in (SliderProto.TIME, SliderProto.DATETIME)
|
||||
else None
|
||||
)
|
||||
|
||||
value = list(map(_datetime_to_micros, value))
|
||||
min_value = _datetime_to_micros(min_value)
|
||||
max_value = _datetime_to_micros(max_value)
|
||||
step = _delta_to_micros(cast("timedelta", step))
|
||||
|
||||
# It would be great if we could guess the number of decimal places from
|
||||
# the `step` argument, but this would only be meaningful if step were a
|
||||
# decimal. As a possible improvement we could make this function accept
|
||||
# decimals and/or use some heuristics for floats.
|
||||
|
||||
slider_proto = SliderProto()
|
||||
slider_proto.type = SliderProto.Type.SLIDER
|
||||
slider_proto.id = element_id
|
||||
slider_proto.label = label
|
||||
slider_proto.format = format
|
||||
slider_proto.default[:] = value
|
||||
slider_proto.min = min_value
|
||||
slider_proto.max = max_value
|
||||
slider_proto.step = cast("float", step)
|
||||
slider_proto.data_type = data_type
|
||||
slider_proto.options[:] = []
|
||||
slider_proto.form_id = current_form_id(self.dg)
|
||||
slider_proto.disabled = disabled
|
||||
slider_proto.label_visibility.value = get_label_visibility_proto_value(
|
||||
label_visibility
|
||||
)
|
||||
|
||||
if help is not None:
|
||||
slider_proto.help = dedent(help)
|
||||
|
||||
serde = SliderSerde(value, data_type, single_value, orig_tz)
|
||||
|
||||
widget_state = register_widget(
|
||||
slider_proto.id,
|
||||
on_change_handler=on_change,
|
||||
args=args,
|
||||
kwargs=kwargs,
|
||||
deserializer=serde.deserialize,
|
||||
serializer=serde.serialize,
|
||||
ctx=ctx,
|
||||
value_type="double_array_value",
|
||||
)
|
||||
|
||||
if widget_state.value_changed:
|
||||
# Min/Max bounds checks when the value is updated.
|
||||
serialized_values = serde.serialize(widget_state.value)
|
||||
for value in serialized_values:
|
||||
# Use the deserialized values for more readable error messages for dates/times
|
||||
deserialized_value = serde.deserialize_single_value(value)
|
||||
if value < slider_proto.min:
|
||||
raise StreamlitValueBelowMinError(
|
||||
value=deserialized_value,
|
||||
min_value=serde.deserialize_single_value(slider_proto.min),
|
||||
)
|
||||
if value > slider_proto.max:
|
||||
raise StreamlitValueAboveMaxError(
|
||||
value=deserialized_value,
|
||||
max_value=serde.deserialize_single_value(slider_proto.max),
|
||||
)
|
||||
|
||||
slider_proto.value[:] = serialized_values
|
||||
slider_proto.set_value = True
|
||||
|
||||
self.dg._enqueue("slider", slider_proto)
|
||||
return cast("SliderReturn", widget_state.value)
|
||||
|
||||
@property
|
||||
def dg(self) -> DeltaGenerator:
|
||||
"""Get our DeltaGenerator."""
|
||||
return cast("DeltaGenerator", self)
|
||||
Reference in New Issue
Block a user