From 304f05800c9de71bfda246598e7652ffdd3b9f1c Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Wed, 1 May 2024 11:09:37 +0100 Subject: [PATCH 01/82] Initial attempt to remove component_to_data. Put data_frame string in figure["data_frame"]. Seems to work ok --- .../src/vizro/actions/_actions_utils.py | 4 +- .../src/vizro/managers/_data_manager.py | 59 ++++++++++--------- .../models/_components/_components_utils.py | 4 +- .../src/vizro/models/_components/ag_grid.py | 3 +- .../src/vizro/models/_components/graph.py | 5 +- .../src/vizro/models/_components/table.py | 3 +- .../src/vizro/models/_controls/filter.py | 15 +++-- vizro-core/src/vizro/models/types.py | 4 ++ .../vizro/models/_components/test_graph.py | 9 +-- 9 files changed, 61 insertions(+), 45 deletions(-) diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index 9eb153997..7227ac694 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -173,8 +173,8 @@ def _get_filtered_data( ) -> Dict[ModelID, pd.DataFrame]: filtered_data = {} for target in targets: - data_frame = data_manager._get_component_data(target) - + data_source_name = model_manager[target]["data_frame"] + data_frame = data_manager[data_source_name].load() data_frame = _apply_filters(data_frame=data_frame, ctds_filters=ctds_filters, target=target) data_frame = _apply_filter_interaction( data_frame=data_frame, ctds_filter_interaction=ctds_filter_interaction, target=target diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index 137b381c2..780240795 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -33,7 +33,8 @@ class BoundMethod(Protocol): __self__: object __func__: Callable[..., Any] - def __call__(self, *args, **kwargs): ... + def __call__(self, *args, **kwargs): + ... # wrapt.decorator is the cleanest way to decorate a bound method when instance properties (here instance.timeout) @@ -186,7 +187,6 @@ class DataManager: def __init__(self): self.__data: Dict[DataSourceName, Union[_DynamicData, _StaticData]] = {} - self.__component_to_data: Dict[ComponentID, DataSourceName] = {} self._frozen_state = False self.cache = Cache(config={"CACHE_TYPE": "NullCache"}) # In future, possibly we will accept just a config dict. Would need to work out whether to handle merging with @@ -227,32 +227,35 @@ def __getitem__(self, name: DataSourceName) -> Union[_DynamicData, _StaticData]: except KeyError as exc: raise KeyError(f"Data source {name} does not exist.") from exc - @_state_modifier - def _add_component(self, component_id: ComponentID, name: DataSourceName): - """Adds a mapping from `component_id` to `name`.""" - # TODO: once have removed self.__component_to_data, we shouldn't need this function any more. - # Maybe always updated capturedcallable data_frame to data source name string then. - if name not in self.__data: - raise KeyError(f"Data source {name} does not exist.") - if component_id in self.__component_to_data: - raise ValueError( - f"Component with id={component_id} already exists and is mapped to data " - f"{self.__component_to_data[component_id]}. Components must uniquely map to a data source across the " - f"whole dashboard. If you are working from a Jupyter Notebook, please either restart the kernel, or " - f"use 'from vizro import Vizro; Vizro._reset()`." - ) - self.__component_to_data[component_id] = name - - def _get_component_data(self, component_id: ComponentID) -> pd.DataFrame: - # TODO: once have removed self.__component_to_data, we shouldn't need this function any more. Calling - # functions would just do data_manager[name].load(). - """Returns the original data for `component_id`.""" - if component_id not in self.__component_to_data: - raise KeyError(f"Component {component_id} does not exist. You need to call add_component first.") - name = self.__component_to_data[component_id] - - logger.debug("Loading data %s on process %s", name, os.getpid()) - return self[name].load() + # TODO: check Jupyter flow once have removed this. + # @_state_modifier + # def _add_component(self, component_id: ComponentID, name: DataSourceName): + # """Adds a mapping from `component_id` to `name`.""" + # # TODO: once have removed self.__component_to_data, we shouldn't need this function any more. + # # Maybe always updated capturedcallable data_frame to data source name string then. + # if name not in self.__data: + # raise KeyError(f"Data source {name} does not exist.") + # if component_id in self.__component_to_data: + # raise ValueError( + # f"Component with id={component_id} already exists and is mapped to data " + # f"{self.__component_to_data[component_id]}. Components must uniquely map to a data source across the " + # f"whole dashboard. If you are working from a Jupyter Notebook, please either restart the kernel, or " + # f"use 'from vizro import Vizro; Vizro._reset()`." + # ) + # self.__component_to_data[component_id] = name + + # TODO: think about where logging goes, if anywhere, and whether helper method here actually useful - see + # comments in Filter. + # def _get_component_data(self, component_id: ComponentID) -> pd.DataFrame: + # # TODO: once have removed self.__component_to_data, we shouldn't need this function any more. Calling + # # functions would just do data_manager[name].load(). + # """Returns the original data for `component_id`.""" + # if component_id not in self.__component_to_data: + # raise KeyError(f"Component {component_id} does not exist. You need to call add_component first.") + # name = self.__component_to_data[component_id] + # + # logger.debug("Loading data %s on process %s", name, os.getpid()) + # return self[name].load() def _clear(self): # We do not actually call self.cache.clear() because (a) it would only work when self._cache_has_app is True, diff --git a/vizro-core/src/vizro/models/_components/_components_utils.py b/vizro-core/src/vizro/models/_components/_components_utils.py index 005b8e2e8..13263b68b 100644 --- a/vizro-core/src/vizro/models/_components/_components_utils.py +++ b/vizro-core/src/vizro/models/_components/_components_utils.py @@ -45,7 +45,7 @@ def _process_callable_data_frame(captured_callable, values): data_source_name = str(uuid.uuid4()) data_manager[data_source_name] = data_frame - data_manager._add_component(values["id"], data_source_name) # No need to keep the data in the captured function any more so remove it to save memory. - del captured_callable["data_frame"] + # Add as string instead. + captured_callable["data_frame"] = data_source_name return captured_callable diff --git a/vizro-core/src/vizro/models/_components/ag_grid.py b/vizro-core/src/vizro/models/_components/ag_grid.py index 0ec0c4e15..8a874e811 100644 --- a/vizro-core/src/vizro/models/_components/ag_grid.py +++ b/vizro-core/src/vizro/models/_components/ag_grid.py @@ -51,7 +51,8 @@ class AgGrid(VizroBaseModel): # Convenience wrapper/syntactic sugar. def __call__(self, **kwargs): - kwargs.setdefault("data_frame", data_manager._get_component_data(self.id)) + # TODO: same as Graph. + kwargs.setdefault("data_frame", data_manager[self["data_frame"]].load()) figure = self.figure(**kwargs) figure.id = self._input_component_id return figure diff --git a/vizro-core/src/vizro/models/_components/graph.py b/vizro-core/src/vizro/models/_components/graph.py index 64f83d93a..81cdaab77 100644 --- a/vizro-core/src/vizro/models/_components/graph.py +++ b/vizro-core/src/vizro/models/_components/graph.py @@ -50,7 +50,10 @@ class Graph(VizroBaseModel): # Convenience wrapper/syntactic sugar. def __call__(self, **kwargs): - kwargs.setdefault("data_frame", data_manager._get_component_data(str(self.id))) + # TODO: No longer need Graph.id so could now move some of the process_callable_data_frame code to + # CapturedCallable + # itself? Also consider moving this DM lookup and/or defaulting behaviour to inside CapturedCallable. + kwargs.setdefault("data_frame", data_manager[self["data_frame"]].load()) fig = self.figure(**kwargs) # Remove top margin if title is provided diff --git a/vizro-core/src/vizro/models/_components/table.py b/vizro-core/src/vizro/models/_components/table.py index 094f0ca0c..e1ecf22d7 100644 --- a/vizro-core/src/vizro/models/_components/table.py +++ b/vizro-core/src/vizro/models/_components/table.py @@ -50,7 +50,8 @@ class Table(VizroBaseModel): # Convenience wrapper/syntactic sugar. def __call__(self, **kwargs): - kwargs.setdefault("data_frame", data_manager._get_component_data(self.id)) + # TODO: same as Graph. + kwargs.setdefault("data_frame", data_manager[self["data_frame"]].load()) figure = self.figure(**kwargs) figure.id = self._input_component_id return figure diff --git a/vizro-core/src/vizro/models/_controls/filter.py b/vizro-core/src/vizro/models/_controls/filter.py index 26d808f5b..c10e534b8 100644 --- a/vizro-core/src/vizro/models/_controls/filter.py +++ b/vizro-core/src/vizro/models/_controls/filter.py @@ -112,14 +112,19 @@ def _set_targets(self): for component_id in model_manager._get_page_model_ids_with_figure( page_id=model_manager._get_model_page_id(model_id=ModelID(str(self.id))) ): - data_frame = data_manager._get_component_data(component_id) + # TODO: centralise this data_frame stuff so it's not repeated so many times? + # Or make helper method to do mapping - could live in data_manager. + # Just allow data_manager[component_id] directly as shortcut? Probs too confusing. + data_source_name = model_manager[component_id]["data_frame"] + data_frame = data_manager[data_source_name].load() if self.column in data_frame.columns: self.targets.append(component_id) if not self.targets: raise ValueError(f"Selected column {self.column} not found in any dataframe on this page.") def _set_column_type(self): - data_frame = data_manager._get_component_data(self.targets[0]) + data_source_name = model_manager[self.targets[0]]["data_frame"] + data_frame = data_manager[data_source_name].load() if is_numeric_dtype(data_frame[self.column]): self._column_type = "numerical" @@ -146,7 +151,8 @@ def _set_numerical_and_temporal_selectors_values(self): min_values = [] max_values = [] for target_id in self.targets: - data_frame = data_manager._get_component_data(target_id) + data_source_name = model_manager[target_id]["data_frame"] + data_frame = data_manager[data_source_name].load() min_values.append(data_frame[self.column].min()) max_values.append(data_frame[self.column].max()) @@ -173,7 +179,8 @@ def _set_categorical_selectors_options(self): if isinstance(self.selector, SELECTORS["categorical"]) and not self.selector.options: options = set() for target_id in self.targets: - data_frame = data_manager._get_component_data(target_id) + data_source_name = model_manager[target_id]["data_frame"] + data_frame = data_manager[data_source_name].load() options |= set(data_frame[self.column]) self.selector.options = sorted(options) diff --git a/vizro-core/src/vizro/models/types.py b/vizro-core/src/vizro/models/types.py index 0e5f2dd36..7c8d06935 100644 --- a/vizro-core/src/vizro/models/types.py +++ b/vizro-core/src/vizro/models/types.py @@ -142,6 +142,10 @@ def __delitem__(self, arg_name: str): """Deletes a bound argument.""" del self.__bound_arguments[arg_name] + def __setitem__(self, arg_name: str, value): + """Deletes a bound argument.""" + self.__bound_arguments[arg_name] = value + @property def _arguments(self): # TODO: This is used twice: in _get_parametrized_config and in vm.Action and should be removed when those diff --git a/vizro-core/tests/unit/vizro/models/_components/test_graph.py b/vizro-core/tests/unit/vizro/models/_components/test_graph.py index 9779536b9..9f3084465 100644 --- a/vizro-core/tests/unit/vizro/models/_components/test_graph.py +++ b/vizro-core/tests/unit/vizro/models/_components/test_graph.py @@ -120,18 +120,15 @@ def test_graph_filter_interaction_attributes(self, standard_px_chart): class TestProcessGraphDataFrame: + # TODO: check these tests still make sense def test_process_figure_data_frame_str_df(self, standard_px_chart_with_str_dataframe, gapminder): data_manager["gapminder"] = gapminder graph = vm.Graph(id="graph", figure=standard_px_chart_with_str_dataframe) - assert data_manager._get_component_data("graph").equals(gapminder) - with pytest.raises(KeyError, match="'data_frame'"): - graph["data_frame"] + assert data_manager[graph["data_frame"]].load().equals(gapminder) def test_process_figure_data_frame_df(self, standard_px_chart, gapminder): graph = vm.Graph(id="graph", figure=standard_px_chart) - assert data_manager._get_component_data("graph").equals(gapminder) - with pytest.raises(KeyError, match="'data_frame'"): - graph["data_frame"] + assert data_manager[graph["data_frame"]].load().equals(gapminder) class TestBuild: From 4161a09049511c03bd368b420b0f05cdbb0670d4 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Wed, 1 May 2024 13:32:14 +0100 Subject: [PATCH 02/82] POC of dynamic data function with Parameter argument --- vizro-core/examples/_dev/app.py | 143 +++--------------- .../examples/features/yaml_version/app.py | 4 +- .../src/vizro/actions/_actions_utils.py | 13 +- .../src/vizro/managers/_data_manager.py | 4 +- .../src/vizro/models/_components/graph.py | 4 +- 5 files changed, 36 insertions(+), 132 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index d03019057..53a3668d8 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -1,137 +1,34 @@ -"""Rough example used by developers.""" - -from typing import Literal - -import vizro.models as vm -import vizro.plotly.express as px +from flask_caching import Cache from vizro import Vizro -from vizro.models._components.form._text_area import TextArea -from vizro.models._components.form._user_input import UserInput - -iris = px.data.iris() - +import pandas as pd +import vizro.plotly.express as px +import vizro.models as vm -class CustomInput(UserInput): - """Custom Input that allows passing `className` as an argument.""" +from vizro.managers import data_manager - type: Literal["other_input"] = "other_input" - class_name: str = "form-control" - def build(self): - """Build the component.""" - input_build_obj = super().build() - input_build_obj[self.id].className = self.class_name - return input_build_obj +# Note need to specify default value if have Filter since that calls data load function +# Then have problem that filter options don't get updated when data source changes +def load_iris_data(points=5): + iris = px.data.iris() + return iris.sample(points) -# Only added to container.components directly for dev example -vm.Page.add_type("controls", UserInput) -vm.Page.add_type("controls", TextArea) -vm.Container.add_type("components", vm.Dropdown) -vm.Container.add_type("components", vm.Checklist) -vm.Container.add_type("components", vm.RadioItems) -vm.Container.add_type("components", vm.Slider) -vm.Container.add_type("components", vm.RangeSlider) -vm.Container.add_type("components", TextArea) -vm.Container.add_type("components", UserInput) -vm.Container.add_type("components", CustomInput) +# data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) +data_manager["iris"] = load_iris_data -selectors = vm.Page( - title="Selectors - Controls", +page = vm.Page( + title="My first page", components=[ - vm.Graph( - id="scatter_relation", - figure=px.scatter(data_frame=px.data.gapminder(), x="gdpPercap", y="lifeExp", size="pop"), - ), - vm.Card( - text=""" - # This is an

tag - ## This is an

tag - ###### This is an

tag - \n - > - > Block quotes are used to highlight text. - > - \n - * Item 1 - * Item 2 - \n - *This text will be italic* - _This will also be italic_ - **This text will be bold** - _You **can** combine them_ - """, - ), + vm.Graph(id="graph", figure=px.scatter("iris", x="sepal_length", y="petal_width", color="species")), ], controls=[ - vm.Filter( - column="continent", - selector=vm.Dropdown(title="Dropdown Label"), - ), - vm.Filter( - column="year", - selector=vm.RangeSlider(title="Range Slider Label", step=1, marks=None), - ), - vm.Filter( - column="year", - selector=vm.Slider(title="Slider Label"), - ), - vm.Filter( - column="year", - selector=vm.RangeSlider(title="Range Slider Label", step=10), - ), - vm.Filter( - column="year", - selector=vm.Slider(title="Slider Label", step=10), - ), - vm.Filter( - column="continent", - selector=vm.Checklist(title="Checklist Label"), - ), - vm.Filter( - column="continent", - selector=vm.RadioItems(title="Radio Items Label"), - ), - UserInput(title="Input - Text (single-line)", placeholder="Enter text here"), - TextArea(title="Input - Text (multi-line)", placeholder="Enter multi-line text here"), - ], -) - -form_components = vm.Page( - title="Selectors - Components", - components=[ - vm.Container( - id="container-id", - title="Form", - components=[ - UserInput(title="Input - Text (single-line)", placeholder="Enter text here"), - CustomInput( - title="Input - Text (single-line)", - placeholder="Enter text here", - class_name="form-control is-valid", - ), - CustomInput( - title="Input - Text (single-line)", - placeholder="Enter text here", - class_name="form-control is-invalid", - ), - TextArea(title="Input - Text (multi-line)", placeholder="Enter multi-line text here"), - vm.Dropdown(title="Dropdown - Single", options=["Option 1", "Option 2", "Option 3"], multi=False), - vm.Dropdown(title="Dropdown - Multi", options=["Option 1", "Option 2", "Option 3"], multi=True), - vm.Checklist(title="Checklist", options=["Option 1", "Option 2", "Option 3"]), - vm.RadioItems(title="Radio Items", options=["Option 1", "Option 2", "Option 3"]), - vm.Slider(title="Slider without marks", min=0, max=10), - vm.Slider(title="Slider with marks", min=0, max=10, step=1), - vm.RangeSlider(title="Range Slider without marks", min=0, max=10), - vm.RangeSlider(title="Range Slider with marks", min=0, max=10, step=1), - vm.Button(), - ], - ), + vm.Parameter(targets=["graph.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), + vm.Parameter(targets=["graph.points"], selector=vm.Slider(min=1, max=10, step=1)), + vm.Filter(column="species"), ], ) +dashboard = vm.Dashboard(pages=[page]) -dashboard = vm.Dashboard(pages=[selectors, form_components]) - -if __name__ == "__main__": - Vizro().build(dashboard).run() +Vizro().build(dashboard).run() diff --git a/vizro-core/examples/features/yaml_version/app.py b/vizro-core/examples/features/yaml_version/app.py index 78aee77d3..853d58563 100644 --- a/vizro-core/examples/features/yaml_version/app.py +++ b/vizro-core/examples/features/yaml_version/app.py @@ -8,8 +8,8 @@ from vizro.managers import data_manager from vizro.models import Dashboard -data_manager["iris"] = px.data.iris() -data_manager["tips"] = px.data.tips() +data_manager["iris"] = lambda: px.data.iris() +data_manager["tips"] = lambda: px.data.tips() data_manager["stocks"] = px.data.stocks(datetimes=True) data_manager["gapminder_2007"] = px.data.gapminder().query("year == 2007") diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index 7227ac694..491e0d807 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -170,11 +170,12 @@ def _get_filtered_data( targets: List[ModelID], ctds_filters: List[CallbackTriggerDict], ctds_filter_interaction: List[Dict[str, CallbackTriggerDict]], + parameterized_config, ) -> Dict[ModelID, pd.DataFrame]: filtered_data = {} for target in targets: data_source_name = model_manager[target]["data_frame"] - data_frame = data_manager[data_source_name].load() + data_frame = data_manager[data_source_name].load(parameterized_config[target]["points"]) data_frame = _apply_filters(data_frame=data_frame, ctds_filters=ctds_filters, target=target) data_frame = _apply_filter_interaction( data_frame=data_frame, ctds_filter_interaction=ctds_filter_interaction, target=target @@ -193,14 +194,18 @@ def _get_modified_page_figures( ) -> Dict[str, Any]: if not targets: targets = [] + parameterized_config = _get_parametrized_config(targets=targets, parameters=ctds_parameters) filtered_data = _get_filtered_data( - targets=targets, ctds_filters=ctds_filter, ctds_filter_interaction=ctds_filter_interaction + targets=targets, + ctds_filters=ctds_filter, + ctds_filter_interaction=ctds_filter_interaction, + parameterized_config=parameterized_config, ) - parameterized_config = _get_parametrized_config(targets=targets, parameters=ctds_parameters) - outputs: Dict[str, Any] = {} for target in targets: + del parameterized_config[target]["points"] + l = len(filtered_data[target]) outputs[target] = model_manager[target](data_frame=filtered_data[target], **parameterized_config[target]) return outputs diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index 780240795..7c3e5b423 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -106,7 +106,7 @@ def __init__(self, name: str, load_data: pd_DataFrameCallable): # timeout, but no rush to do this since other arguments are unlikely to be useful. @memoize - def load(self) -> pd.DataFrame: + def load(self, *args, **kwargs) -> pd.DataFrame: """Loads data. In future this will probably take arguments that are passed through to __load_data in order to re-run the @@ -115,7 +115,7 @@ def load(self) -> pd.DataFrame: # Note you get the same "cache missed" message if NullCache is running or if data_manager._cache_has_app is # False. logger.debug("Cache miss; reloading data") - return self.__load_data() + return self.__load_data(*args, **kwargs) def __repr__(self): """Flask-caching uses repr to form the cache key, so this is very important to set correctly. diff --git a/vizro-core/src/vizro/models/_components/graph.py b/vizro-core/src/vizro/models/_components/graph.py index 81cdaab77..f16515ee9 100644 --- a/vizro-core/src/vizro/models/_components/graph.py +++ b/vizro-core/src/vizro/models/_components/graph.py @@ -53,7 +53,9 @@ def __call__(self, **kwargs): # TODO: No longer need Graph.id so could now move some of the process_callable_data_frame code to # CapturedCallable # itself? Also consider moving this DM lookup and/or defaulting behaviour to inside CapturedCallable. - kwargs.setdefault("data_frame", data_manager[self["data_frame"]].load()) + # Not sure if this defaulting code is actually used anywhere though given that call always invoked with + # data_frame specified? + # kwargs.setdefault("data_frame", data_manager[self["data_frame"]].load()) fig = self.figure(**kwargs) # Remove top margin if title is provided From b5cd1ae57dc3d42dc7fd22df0278651aa160014a Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Wed, 1 May 2024 13:35:31 +0100 Subject: [PATCH 03/82] Cache works well! --- vizro-core/examples/_dev/app.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index 53a3668d8..e6f6dafae 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -9,13 +9,14 @@ # Note need to specify default value if have Filter since that calls data load function # Then have problem that filter options don't get updated when data source changes -def load_iris_data(points=5): +def load_iris_data(points): iris = px.data.iris() return iris.sample(points) -# data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) +data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) data_manager["iris"] = load_iris_data +data_manager["iris"].timeout = 10 page = vm.Page( title="My first page", @@ -25,7 +26,7 @@ def load_iris_data(points=5): controls=[ vm.Parameter(targets=["graph.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), vm.Parameter(targets=["graph.points"], selector=vm.Slider(min=1, max=10, step=1)), - vm.Filter(column="species"), + # vm.Filter(column="species"), ], ) From f4a748b5d393bfa3234fdacd3bf05bc33141f66a Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Wed, 1 May 2024 13:45:59 +0100 Subject: [PATCH 04/82] Captured callable works but need to set name and qualname --- vizro-core/examples/_dev/app.py | 13 +++++++++++-- vizro-core/src/vizro/actions/_actions_utils.py | 2 +- 2 files changed, 12 insertions(+), 3 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index e6f6dafae..e8426f8f6 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -5,17 +5,26 @@ import vizro.models as vm from vizro.managers import data_manager +from vizro.models.types import CapturedCallable, capture # Note need to specify default value if have Filter since that calls data load function # Then have problem that filter options don't get updated when data source changes +# @capture("action") def load_iris_data(points): iris = px.data.iris() return iris.sample(points) +# load_iris_data.__name__ = "load_iris_data" +# load_iris_data.__name__ = "load_iris_data" +# +cc = CapturedCallable(load_iris_data, 5) +cc.__name__ = "load_iris_data" +cc.__qualname__ = "load_iris_data" + data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) -data_manager["iris"] = load_iris_data +data_manager["iris"] = cc data_manager["iris"].timeout = 10 page = vm.Page( @@ -26,7 +35,7 @@ def load_iris_data(points): controls=[ vm.Parameter(targets=["graph.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), vm.Parameter(targets=["graph.points"], selector=vm.Slider(min=1, max=10, step=1)), - # vm.Filter(column="species"), + vm.Filter(column="species"), ], ) diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index 491e0d807..5b5ed634f 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -175,7 +175,7 @@ def _get_filtered_data( filtered_data = {} for target in targets: data_source_name = model_manager[target]["data_frame"] - data_frame = data_manager[data_source_name].load(parameterized_config[target]["points"]) + data_frame = data_manager[data_source_name].load(points=parameterized_config[target]["points"]) data_frame = _apply_filters(data_frame=data_frame, ctds_filters=ctds_filters, target=target) data_frame = _apply_filter_interaction( data_frame=data_frame, ctds_filter_interaction=ctds_filter_interaction, target=target From ca1624dbca60196f1e28232005bc7e6ecabb94ed Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Wed, 1 May 2024 20:31:33 +0100 Subject: [PATCH 05/82] POC of Parameter(targets=["graph.data_frame.points"]) --- vizro-core/examples/_dev/app.py | 2 +- vizro-core/src/vizro/actions/_actions_utils.py | 12 +++++++----- 2 files changed, 8 insertions(+), 6 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index e8426f8f6..b95b2a365 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -34,7 +34,7 @@ def load_iris_data(points): ], controls=[ vm.Parameter(targets=["graph.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), - vm.Parameter(targets=["graph.points"], selector=vm.Slider(min=1, max=10, step=1)), + vm.Parameter(targets=["graph.data_frame.points"], selector=vm.Slider(min=1, max=10, step=1)), vm.Filter(column="species"), ], ) diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index 5b5ed634f..05c6cf1b8 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -136,8 +136,7 @@ def _get_parametrized_config( # TODO - avoid calling _captured_callable. Once we have done this we can remove _arguments from # CapturedCallable entirely. graph_config = deepcopy(model_manager[target].figure._arguments) - if "data_frame" in graph_config: - graph_config.pop("data_frame") + graph_config["data_frame"] = {} for ctd in parameters: selector_value = ctd[ @@ -159,6 +158,10 @@ def _get_parametrized_config( graph_config = _update_nested_graph_properties( graph_config=graph_config, dot_separated_string=action_targets_arg, value=selector_value ) + # TODO: think if changing data_frame entirely to new source is ok. Probably don't allow for now + # in case change how things work and want to disallow it in future. + if action_targets_arg.startswith("data_frame"): + graph_config["data_frame"][action_targets_arg.split(".", 1)[-1]] = selector_value parameterized_config[target] = graph_config @@ -175,7 +178,7 @@ def _get_filtered_data( filtered_data = {} for target in targets: data_source_name = model_manager[target]["data_frame"] - data_frame = data_manager[data_source_name].load(points=parameterized_config[target]["points"]) + data_frame = data_manager[data_source_name].load(**parameterized_config[target]["data_frame"]) data_frame = _apply_filters(data_frame=data_frame, ctds_filters=ctds_filters, target=target) data_frame = _apply_filter_interaction( data_frame=data_frame, ctds_filter_interaction=ctds_filter_interaction, target=target @@ -204,8 +207,7 @@ def _get_modified_page_figures( outputs: Dict[str, Any] = {} for target in targets: - del parameterized_config[target]["points"] - l = len(filtered_data[target]) + del parameterized_config[target]["data_frame"] outputs[target] = model_manager[target](data_frame=filtered_data[target], **parameterized_config[target]) return outputs From 7662b5619160ff3b049771169aa0d9667c04de33 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Wed, 1 May 2024 20:33:43 +0100 Subject: [PATCH 06/82] Simpler version that still works --- vizro-core/src/vizro/actions/_actions_utils.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index 05c6cf1b8..0d0579acb 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -160,8 +160,6 @@ def _get_parametrized_config( ) # TODO: think if changing data_frame entirely to new source is ok. Probably don't allow for now # in case change how things work and want to disallow it in future. - if action_targets_arg.startswith("data_frame"): - graph_config["data_frame"][action_targets_arg.split(".", 1)[-1]] = selector_value parameterized_config[target] = graph_config From 92e6c681901826054d72e8a17716aecb3bd71a36 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 2 May 2024 10:42:47 +0100 Subject: [PATCH 07/82] Address nested parameters of captured callable - possible but don't enable for now --- vizro-core/examples/_dev/app.py | 14 +++++++------- vizro-core/src/vizro/actions/_actions_utils.py | 14 ++++++++++++-- vizro-core/src/vizro/managers/_data_manager.py | 1 + vizro-core/src/vizro/models/_controls/parameter.py | 3 +-- 4 files changed, 21 insertions(+), 11 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index b95b2a365..d3e72a518 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -11,21 +11,21 @@ # Note need to specify default value if have Filter since that calls data load function # Then have problem that filter options don't get updated when data source changes # @capture("action") -def load_iris_data(points): - iris = px.data.iris() - return iris.sample(points) +def load_iris_data(nested): + iris = px.data.iris() * nested["factor"] + return iris.sample(nested["points"]) # load_iris_data.__name__ = "load_iris_data" # load_iris_data.__name__ = "load_iris_data" # -cc = CapturedCallable(load_iris_data, 5) +cc = CapturedCallable(load_iris_data, {"points": 5, "factor": 10}) cc.__name__ = "load_iris_data" cc.__qualname__ = "load_iris_data" -data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) +# data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) data_manager["iris"] = cc -data_manager["iris"].timeout = 10 +# data_manager["iris"].timeout = 10 page = vm.Page( title="My first page", @@ -34,7 +34,7 @@ def load_iris_data(points): ], controls=[ vm.Parameter(targets=["graph.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), - vm.Parameter(targets=["graph.data_frame.points"], selector=vm.Slider(min=1, max=10, step=1)), + vm.Parameter(targets=["graph.data_frame.nested.points"], selector=vm.Slider(min=1, max=10, step=1)), vm.Filter(column="species"), ], ) diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index 0d0579acb..5013f2f43 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -11,7 +11,7 @@ from vizro._constants import ALL_OPTION, NONE_OPTION from vizro.managers import data_manager, model_manager from vizro.managers._model_manager import ModelID -from vizro.models.types import MultiValueType, SelectorType, SingleValueType +from vizro.models.types import MultiValueType, SelectorType, SingleValueType, CapturedCallable if TYPE_CHECKING: from vizro.models import Action, VizroBaseModel @@ -136,7 +136,16 @@ def _get_parametrized_config( # TODO - avoid calling _captured_callable. Once we have done this we can remove _arguments from # CapturedCallable entirely. graph_config = deepcopy(model_manager[target].figure._arguments) - graph_config["data_frame"] = {} + + # It's possible to nested merge when dynamic data is a captured callable to allow targets subkeys of + # dictionary, but it's quite ugly and not important to enable since data loading function is written by user + # and can be configured to not use dictionary easily. + data_source_name = graph_config["data_frame"] + load_data_function = data_manager[data_source_name]._DynamicData__load_data + if isinstance(load_data_function, CapturedCallable): + graph_config["data_frame"] = load_data_function._arguments + else: + graph_config["data_frame"] = {} for ctd in parameters: selector_value = ctd[ @@ -160,6 +169,7 @@ def _get_parametrized_config( ) # TODO: think if changing data_frame entirely to new source is ok. Probably don't allow for now # in case change how things work and want to disallow it in future. + # Think also about what to do with graph.data_frame.key.subkey arguments. parameterized_config[target] = graph_config diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index 7c3e5b423..b0b0f4be0 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -152,6 +152,7 @@ def __init__(self, data: pd.DataFrame): self.__data = data def load(self) -> pd.DataFrame: + # TODO: would need to take *args, **kwargs to match? """Loads data. Returns a copy of the data. This is not necessary if we are careful to not do any inplace=True operations, diff --git a/vizro-core/src/vizro/models/_controls/parameter.py b/vizro-core/src/vizro/models/_controls/parameter.py index 51a97b884..9d4911e56 100644 --- a/vizro-core/src/vizro/models/_controls/parameter.py +++ b/vizro-core/src/vizro/models/_controls/parameter.py @@ -18,8 +18,7 @@ class Parameter(VizroBaseModel): """Alter the arguments supplied to any `targets` on the [`Page`][vizro.models.Page]. Examples: - >>> print(repr(Parameter( - >>> targets=["scatter.x"], selector=Slider(min=0, max=1, default=0.8, title="Bubble opacity")))) + >>> Parameter(targets=["scatter.x"], selector=Slider(min=0, max=1, default=0.8, title="Bubble opacity")))) Args: type (Literal["parameter"]): Defaults to `"parameter"`. From 9442b2b391865d6335d52b6d4a638e96a1132ac1 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 2 May 2024 10:53:02 +0100 Subject: [PATCH 08/82] Revert "Address nested parameters of captured callable - possible but don't enable for now" This reverts commit 92e6c681901826054d72e8a17716aecb3bd71a36. --- vizro-core/examples/_dev/app.py | 14 +++++++------- vizro-core/src/vizro/actions/_actions_utils.py | 14 ++------------ vizro-core/src/vizro/managers/_data_manager.py | 1 - vizro-core/src/vizro/models/_controls/parameter.py | 3 ++- 4 files changed, 11 insertions(+), 21 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index d3e72a518..b95b2a365 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -11,21 +11,21 @@ # Note need to specify default value if have Filter since that calls data load function # Then have problem that filter options don't get updated when data source changes # @capture("action") -def load_iris_data(nested): - iris = px.data.iris() * nested["factor"] - return iris.sample(nested["points"]) +def load_iris_data(points): + iris = px.data.iris() + return iris.sample(points) # load_iris_data.__name__ = "load_iris_data" # load_iris_data.__name__ = "load_iris_data" # -cc = CapturedCallable(load_iris_data, {"points": 5, "factor": 10}) +cc = CapturedCallable(load_iris_data, 5) cc.__name__ = "load_iris_data" cc.__qualname__ = "load_iris_data" -# data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) +data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) data_manager["iris"] = cc -# data_manager["iris"].timeout = 10 +data_manager["iris"].timeout = 10 page = vm.Page( title="My first page", @@ -34,7 +34,7 @@ def load_iris_data(nested): ], controls=[ vm.Parameter(targets=["graph.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), - vm.Parameter(targets=["graph.data_frame.nested.points"], selector=vm.Slider(min=1, max=10, step=1)), + vm.Parameter(targets=["graph.data_frame.points"], selector=vm.Slider(min=1, max=10, step=1)), vm.Filter(column="species"), ], ) diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index 5013f2f43..0d0579acb 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -11,7 +11,7 @@ from vizro._constants import ALL_OPTION, NONE_OPTION from vizro.managers import data_manager, model_manager from vizro.managers._model_manager import ModelID -from vizro.models.types import MultiValueType, SelectorType, SingleValueType, CapturedCallable +from vizro.models.types import MultiValueType, SelectorType, SingleValueType if TYPE_CHECKING: from vizro.models import Action, VizroBaseModel @@ -136,16 +136,7 @@ def _get_parametrized_config( # TODO - avoid calling _captured_callable. Once we have done this we can remove _arguments from # CapturedCallable entirely. graph_config = deepcopy(model_manager[target].figure._arguments) - - # It's possible to nested merge when dynamic data is a captured callable to allow targets subkeys of - # dictionary, but it's quite ugly and not important to enable since data loading function is written by user - # and can be configured to not use dictionary easily. - data_source_name = graph_config["data_frame"] - load_data_function = data_manager[data_source_name]._DynamicData__load_data - if isinstance(load_data_function, CapturedCallable): - graph_config["data_frame"] = load_data_function._arguments - else: - graph_config["data_frame"] = {} + graph_config["data_frame"] = {} for ctd in parameters: selector_value = ctd[ @@ -169,7 +160,6 @@ def _get_parametrized_config( ) # TODO: think if changing data_frame entirely to new source is ok. Probably don't allow for now # in case change how things work and want to disallow it in future. - # Think also about what to do with graph.data_frame.key.subkey arguments. parameterized_config[target] = graph_config diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index b0b0f4be0..7c3e5b423 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -152,7 +152,6 @@ def __init__(self, data: pd.DataFrame): self.__data = data def load(self) -> pd.DataFrame: - # TODO: would need to take *args, **kwargs to match? """Loads data. Returns a copy of the data. This is not necessary if we are careful to not do any inplace=True operations, diff --git a/vizro-core/src/vizro/models/_controls/parameter.py b/vizro-core/src/vizro/models/_controls/parameter.py index 9d4911e56..51a97b884 100644 --- a/vizro-core/src/vizro/models/_controls/parameter.py +++ b/vizro-core/src/vizro/models/_controls/parameter.py @@ -18,7 +18,8 @@ class Parameter(VizroBaseModel): """Alter the arguments supplied to any `targets` on the [`Page`][vizro.models.Page]. Examples: - >>> Parameter(targets=["scatter.x"], selector=Slider(min=0, max=1, default=0.8, title="Bubble opacity")))) + >>> print(repr(Parameter( + >>> targets=["scatter.x"], selector=Slider(min=0, max=1, default=0.8, title="Bubble opacity")))) Args: type (Literal["parameter"]): Defaults to `"parameter"`. From ec988d7ee34f438003ffb30b92c7cec418d430ae Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 2 May 2024 11:09:57 +0100 Subject: [PATCH 09/82] Giving CC qualname and name works well --- vizro-core/examples/_dev/app.py | 17 +++++++++-------- vizro-core/src/vizro/models/types.py | 3 +++ 2 files changed, 12 insertions(+), 8 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index b95b2a365..47227be3d 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -10,21 +10,22 @@ # Note need to specify default value if have Filter since that calls data load function # Then have problem that filter options don't get updated when data source changes -# @capture("action") +@capture("action") def load_iris_data(points): iris = px.data.iris() return iris.sample(points) -# load_iris_data.__name__ = "load_iris_data" -# load_iris_data.__name__ = "load_iris_data" -# -cc = CapturedCallable(load_iris_data, 5) -cc.__name__ = "load_iris_data" -cc.__qualname__ = "load_iris_data" +# Options if have Filter. For advanced users only: +# 1. use CapturedCallable and load_iris(5) --> confusing because then looks like it's actually loading the data. +# Better for reusing same callable across multiple data sources. Harder to compose together. +# 2. use function with default arguments --> then will we ever use CC for it in future? Not to good for reusing same +# callable. +# One advantage of CC that's not relevant is ability to specify from YAML. +# Catch that need to specify same default argument as in parameter value is same with both approachces. data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) -data_manager["iris"] = cc +data_manager["iris"] = load_iris_data(5) data_manager["iris"].timeout = 10 page = vm.Page( diff --git a/vizro-core/src/vizro/models/types.py b/vizro-core/src/vizro/models/types.py index 7c8d06935..537263c53 100644 --- a/vizro-core/src/vizro/models/types.py +++ b/vizro-core/src/vizro/models/types.py @@ -98,6 +98,9 @@ def __init__(self, function, /, *args, **kwargs): # This is used to check that the mode of the capture decorator matches the inserted captured callable. self._mode = None + self.__name__ = self.__function.__name__ + self.__qualname__ = self.__function.__qualname__ + def __call__(self, *args, **kwargs): """Run the `function` with the initially bound arguments overridden by `**kwargs`. From 818561790b5910331768147ad1ef464d58a07a5d Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 2 May 2024 12:56:52 +0100 Subject: [PATCH 10/82] Consider moving DM logic to CC - decided not to --- vizro-core/examples/_dev/app.py | 14 +++----------- vizro-core/src/vizro/actions/_actions_utils.py | 2 ++ .../vizro/models/_components/_components_utils.py | 6 +++++- vizro-core/src/vizro/models/_components/graph.py | 2 +- vizro-core/src/vizro/models/types.py | 7 +++---- 5 files changed, 14 insertions(+), 17 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index 47227be3d..90e453bfb 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -10,22 +10,14 @@ # Note need to specify default value if have Filter since that calls data load function # Then have problem that filter options don't get updated when data source changes -@capture("action") -def load_iris_data(points): +def load_iris_data(points=1): iris = px.data.iris() return iris.sample(points) -# Options if have Filter. For advanced users only: -# 1. use CapturedCallable and load_iris(5) --> confusing because then looks like it's actually loading the data. -# Better for reusing same callable across multiple data sources. Harder to compose together. -# 2. use function with default arguments --> then will we ever use CC for it in future? Not to good for reusing same -# callable. -# One advantage of CC that's not relevant is ability to specify from YAML. -# Catch that need to specify same default argument as in parameter value is same with both approachces. - +# TODO: double check cache works correctly. data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) -data_manager["iris"] = load_iris_data(5) +data_manager["iris"] = load_iris_data data_manager["iris"].timeout = 10 page = vm.Page( diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index 0d0579acb..00c993782 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -136,6 +136,8 @@ def _get_parametrized_config( # TODO - avoid calling _captured_callable. Once we have done this we can remove _arguments from # CapturedCallable entirely. graph_config = deepcopy(model_manager[target].figure._arguments) + # Not possible to update nested arguments for data_frame, just top-level ones. This is ok. + # TODO: Put in some check to raise error? graph_config["data_frame"] = {} for ctd in parameters: diff --git a/vizro-core/src/vizro/models/_components/_components_utils.py b/vizro-core/src/vizro/models/_components/_components_utils.py index 13263b68b..7476a0039 100644 --- a/vizro-core/src/vizro/models/_components/_components_utils.py +++ b/vizro-core/src/vizro/models/_components/_components_utils.py @@ -25,6 +25,10 @@ def _callable_mode_validator_factory(mode: str): def _process_callable_data_frame(captured_callable, values): + # Might move to CapturedCallable in future but probably only if have separate class for Action vs. Graph etc. + # Otherwise data_frame argument only relevant to some. + # If it moves then it will populate data_manager outside context of dashboard, which is maybe not what is desired + # anyway. data_frame = captured_callable["data_frame"] if isinstance(data_frame, str): @@ -46,6 +50,6 @@ def _process_callable_data_frame(captured_callable, values): data_manager[data_source_name] = data_frame # No need to keep the data in the captured function any more so remove it to save memory. - # Add as string instead. + # Add as string instead. Only need to do this in else case actually. captured_callable["data_frame"] = data_source_name return captured_callable diff --git a/vizro-core/src/vizro/models/_components/graph.py b/vizro-core/src/vizro/models/_components/graph.py index f16515ee9..1c669e01e 100644 --- a/vizro-core/src/vizro/models/_components/graph.py +++ b/vizro-core/src/vizro/models/_components/graph.py @@ -54,7 +54,7 @@ def __call__(self, **kwargs): # CapturedCallable # itself? Also consider moving this DM lookup and/or defaulting behaviour to inside CapturedCallable. # Not sure if this defaulting code is actually used anywhere though given that call always invoked with - # data_frame specified? + # data_frame specified? Maybe it is for Table and AgGrid though. # kwargs.setdefault("data_frame", data_manager[self["data_frame"]].load()) fig = self.figure(**kwargs) diff --git a/vizro-core/src/vizro/models/types.py b/vizro-core/src/vizro/models/types.py index 537263c53..d6893be64 100644 --- a/vizro-core/src/vizro/models/types.py +++ b/vizro-core/src/vizro/models/types.py @@ -98,9 +98,6 @@ def __init__(self, function, /, *args, **kwargs): # This is used to check that the mode of the capture decorator matches the inserted captured callable. self._mode = None - self.__name__ = self.__function.__name__ - self.__qualname__ = self.__function.__qualname__ - def __call__(self, *args, **kwargs): """Run the `function` with the initially bound arguments overridden by `**kwargs`. @@ -135,6 +132,8 @@ def __call__(self, *args, **kwargs): # since this will already raise error in the following function call. return self.__function(**dict(zip(unbound_positional_arguments, args)), **self.__bound_arguments) + # + return self.__function(**{**self.__bound_arguments, **kwargs}) def __getitem__(self, arg_name: str): @@ -146,7 +145,7 @@ def __delitem__(self, arg_name: str): del self.__bound_arguments[arg_name] def __setitem__(self, arg_name: str, value): - """Deletes a bound argument.""" + """Sets the value of a bound argument.""" self.__bound_arguments[arg_name] = value @property From a980cec0011b03003d973883ec8880fb37a53a12 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 2 May 2024 14:31:25 +0100 Subject: [PATCH 11/82] Revert POC stuff and tidy --- .../src/vizro/actions/_actions_utils.py | 19 +++----- .../models/_components/_components_utils.py | 44 +++++++++---------- .../src/vizro/models/_components/graph.py | 10 ++--- vizro-core/src/vizro/models/types.py | 6 --- 4 files changed, 31 insertions(+), 48 deletions(-) diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index 00c993782..7227ac694 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -136,9 +136,8 @@ def _get_parametrized_config( # TODO - avoid calling _captured_callable. Once we have done this we can remove _arguments from # CapturedCallable entirely. graph_config = deepcopy(model_manager[target].figure._arguments) - # Not possible to update nested arguments for data_frame, just top-level ones. This is ok. - # TODO: Put in some check to raise error? - graph_config["data_frame"] = {} + if "data_frame" in graph_config: + graph_config.pop("data_frame") for ctd in parameters: selector_value = ctd[ @@ -160,8 +159,6 @@ def _get_parametrized_config( graph_config = _update_nested_graph_properties( graph_config=graph_config, dot_separated_string=action_targets_arg, value=selector_value ) - # TODO: think if changing data_frame entirely to new source is ok. Probably don't allow for now - # in case change how things work and want to disallow it in future. parameterized_config[target] = graph_config @@ -173,12 +170,11 @@ def _get_filtered_data( targets: List[ModelID], ctds_filters: List[CallbackTriggerDict], ctds_filter_interaction: List[Dict[str, CallbackTriggerDict]], - parameterized_config, ) -> Dict[ModelID, pd.DataFrame]: filtered_data = {} for target in targets: data_source_name = model_manager[target]["data_frame"] - data_frame = data_manager[data_source_name].load(**parameterized_config[target]["data_frame"]) + data_frame = data_manager[data_source_name].load() data_frame = _apply_filters(data_frame=data_frame, ctds_filters=ctds_filters, target=target) data_frame = _apply_filter_interaction( data_frame=data_frame, ctds_filter_interaction=ctds_filter_interaction, target=target @@ -197,17 +193,14 @@ def _get_modified_page_figures( ) -> Dict[str, Any]: if not targets: targets = [] - parameterized_config = _get_parametrized_config(targets=targets, parameters=ctds_parameters) filtered_data = _get_filtered_data( - targets=targets, - ctds_filters=ctds_filter, - ctds_filter_interaction=ctds_filter_interaction, - parameterized_config=parameterized_config, + targets=targets, ctds_filters=ctds_filter, ctds_filter_interaction=ctds_filter_interaction ) + parameterized_config = _get_parametrized_config(targets=targets, parameters=ctds_parameters) + outputs: Dict[str, Any] = {} for target in targets: - del parameterized_config[target]["data_frame"] outputs[target] = model_manager[target](data_frame=filtered_data[target], **parameterized_config[target]) return outputs diff --git a/vizro-core/src/vizro/models/_components/_components_utils.py b/vizro-core/src/vizro/models/_components/_components_utils.py index 7476a0039..51b01dbd2 100644 --- a/vizro-core/src/vizro/models/_components/_components_utils.py +++ b/vizro-core/src/vizro/models/_components/_components_utils.py @@ -24,32 +24,30 @@ def _callable_mode_validator_factory(mode: str): return validator("figure", allow_reuse=True)(check_callable_mode) -def _process_callable_data_frame(captured_callable, values): - # Might move to CapturedCallable in future but probably only if have separate class for Action vs. Graph etc. - # Otherwise data_frame argument only relevant to some. - # If it moves then it will populate data_manager outside context of dashboard, which is maybe not what is desired - # anyway. +def _process_callable_data_frame(captured_callable): + # Possibly all this validator's functionality should move into CapturedCallable (or a subclass of it) in the + # future. This would mean that data is added to the data manager outside the context of a dashboard though, + # which might not be desirable. data_frame = captured_callable["data_frame"] if isinstance(data_frame, str): # Named data source, which could be dynamic or static. This means px.scatter("iris") from the Python API and - # specification of "data_frame": "iris" through JSON. In these cases, data already exists in the data manager - # and just needs to be linked to the component. - data_source_name = data_frame - else: - # Unnamed data source, which must be a pd.DataFrame and hence static data. This means px.scatter(pd.DataFrame()) - # and is only possible from the Python API. Extract dataframe from the captured function and put it into the - # data manager. - # Unlike with model_manager, it doesn't matter if the random seed is different across workers here. So long as - # we always fetch static data from the data manager by going through the appropriate Figure component, the right - # data source name will be fetched. It also doesn't matter if multiple Figures with the same underlying data - # each have their own entry in the data manager, since the underlying pd.DataFrame will still be the same and - # not copied into each one, so no memory is wasted. - logger.debug("Adding data to data manager for Figure with id %s", values["id"]) - data_source_name = str(uuid.uuid4()) - data_manager[data_source_name] = data_frame - - # No need to keep the data in the captured function any more so remove it to save memory. - # Add as string instead. Only need to do this in else case actually. + # specification of "data_frame": "iris" through JSON. In these cases, data already exists in the data manager. + return captured_callable + + # Unnamed data source, which must be a pd.DataFrame and hence static data. This means px.scatter(pd.DataFrame()) + # and is only possible from the Python API. Extract dataframe from the captured function and put it into the + # data manager. + # Unlike with model_manager, it doesn't matter if the random seed is different across workers here. So long as + # we always fetch static data from the data manager by going through the appropriate Figure component, the right + # data source name will be fetched. It also doesn't matter if multiple Figures with the same underlying data + # each have their own entry in the data manager, since the underlying pd.DataFrame will still be the same and + # not copied into each one, so no memory is wasted. + # Replace the "data_frame" argument in the captured callable with the data_source_name for consistency with + # dynamic data and to save memory. This way we always access data via the same interface regardless of whether it's + # static or dynamic. + data_source_name = str(uuid.uuid4()) + data_manager[data_source_name] = data_frame captured_callable["data_frame"] = data_source_name + return captured_callable diff --git a/vizro-core/src/vizro/models/_components/graph.py b/vizro-core/src/vizro/models/_components/graph.py index 1c669e01e..126944e9a 100644 --- a/vizro-core/src/vizro/models/_components/graph.py +++ b/vizro-core/src/vizro/models/_components/graph.py @@ -50,12 +50,10 @@ class Graph(VizroBaseModel): # Convenience wrapper/syntactic sugar. def __call__(self, **kwargs): - # TODO: No longer need Graph.id so could now move some of the process_callable_data_frame code to - # CapturedCallable - # itself? Also consider moving this DM lookup and/or defaulting behaviour to inside CapturedCallable. - # Not sure if this defaulting code is actually used anywhere though given that call always invoked with - # data_frame specified? Maybe it is for Table and AgGrid though. - # kwargs.setdefault("data_frame", data_manager[self["data_frame"]].load()) + # This default value is not actually used anywhere at the moment since __call__ is always used with data_frame + # specified. It's here to match Table and AgGrid and because we might want to use __call__ more in future. + # If the functionality of process_callable_data_frame moves to CapturedCallable then this would move there too. + kwargs.setdefault("data_frame", data_manager[self["data_frame"]].load()) fig = self.figure(**kwargs) # Remove top margin if title is provided diff --git a/vizro-core/src/vizro/models/types.py b/vizro-core/src/vizro/models/types.py index d6893be64..aea1a100f 100644 --- a/vizro-core/src/vizro/models/types.py +++ b/vizro-core/src/vizro/models/types.py @@ -132,18 +132,12 @@ def __call__(self, *args, **kwargs): # since this will already raise error in the following function call. return self.__function(**dict(zip(unbound_positional_arguments, args)), **self.__bound_arguments) - # - return self.__function(**{**self.__bound_arguments, **kwargs}) def __getitem__(self, arg_name: str): """Gets the value of a bound argument.""" return self.__bound_arguments[arg_name] - def __delitem__(self, arg_name: str): - """Deletes a bound argument.""" - del self.__bound_arguments[arg_name] - def __setitem__(self, arg_name: str, value): """Sets the value of a bound argument.""" self.__bound_arguments[arg_name] = value From 8aa743de2b3ecfb86dd12f9f28f1c6cd6d5828b4 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 2 May 2024 17:12:59 +0100 Subject: [PATCH 12/82] Finish tidy --- .../src/vizro/managers/_data_manager.py | 30 ------------------- .../src/vizro/models/_components/ag_grid.py | 1 - .../src/vizro/models/_components/table.py | 1 - .../src/vizro/models/_controls/filter.py | 7 +++-- 4 files changed, 4 insertions(+), 35 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index 7c3e5b423..b8a62a978 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -227,36 +227,6 @@ def __getitem__(self, name: DataSourceName) -> Union[_DynamicData, _StaticData]: except KeyError as exc: raise KeyError(f"Data source {name} does not exist.") from exc - # TODO: check Jupyter flow once have removed this. - # @_state_modifier - # def _add_component(self, component_id: ComponentID, name: DataSourceName): - # """Adds a mapping from `component_id` to `name`.""" - # # TODO: once have removed self.__component_to_data, we shouldn't need this function any more. - # # Maybe always updated capturedcallable data_frame to data source name string then. - # if name not in self.__data: - # raise KeyError(f"Data source {name} does not exist.") - # if component_id in self.__component_to_data: - # raise ValueError( - # f"Component with id={component_id} already exists and is mapped to data " - # f"{self.__component_to_data[component_id]}. Components must uniquely map to a data source across the " - # f"whole dashboard. If you are working from a Jupyter Notebook, please either restart the kernel, or " - # f"use 'from vizro import Vizro; Vizro._reset()`." - # ) - # self.__component_to_data[component_id] = name - - # TODO: think about where logging goes, if anywhere, and whether helper method here actually useful - see - # comments in Filter. - # def _get_component_data(self, component_id: ComponentID) -> pd.DataFrame: - # # TODO: once have removed self.__component_to_data, we shouldn't need this function any more. Calling - # # functions would just do data_manager[name].load(). - # """Returns the original data for `component_id`.""" - # if component_id not in self.__component_to_data: - # raise KeyError(f"Component {component_id} does not exist. You need to call add_component first.") - # name = self.__component_to_data[component_id] - # - # logger.debug("Loading data %s on process %s", name, os.getpid()) - # return self[name].load() - def _clear(self): # We do not actually call self.cache.clear() because (a) it would only work when self._cache_has_app is True, # which is not the case when e.g. Vizro._reset is called, and (b) because we do not want to accidentally diff --git a/vizro-core/src/vizro/models/_components/ag_grid.py b/vizro-core/src/vizro/models/_components/ag_grid.py index 8a874e811..4baf30fed 100644 --- a/vizro-core/src/vizro/models/_components/ag_grid.py +++ b/vizro-core/src/vizro/models/_components/ag_grid.py @@ -51,7 +51,6 @@ class AgGrid(VizroBaseModel): # Convenience wrapper/syntactic sugar. def __call__(self, **kwargs): - # TODO: same as Graph. kwargs.setdefault("data_frame", data_manager[self["data_frame"]].load()) figure = self.figure(**kwargs) figure.id = self._input_component_id diff --git a/vizro-core/src/vizro/models/_components/table.py b/vizro-core/src/vizro/models/_components/table.py index e1ecf22d7..be57e5a2d 100644 --- a/vizro-core/src/vizro/models/_components/table.py +++ b/vizro-core/src/vizro/models/_components/table.py @@ -50,7 +50,6 @@ class Table(VizroBaseModel): # Convenience wrapper/syntactic sugar. def __call__(self, **kwargs): - # TODO: same as Graph. kwargs.setdefault("data_frame", data_manager[self["data_frame"]].load()) figure = self.figure(**kwargs) figure.id = self._input_component_id diff --git a/vizro-core/src/vizro/models/_controls/filter.py b/vizro-core/src/vizro/models/_controls/filter.py index c10e534b8..407d5fcb6 100644 --- a/vizro-core/src/vizro/models/_controls/filter.py +++ b/vizro-core/src/vizro/models/_controls/filter.py @@ -112,9 +112,10 @@ def _set_targets(self): for component_id in model_manager._get_page_model_ids_with_figure( page_id=model_manager._get_model_page_id(model_id=ModelID(str(self.id))) ): - # TODO: centralise this data_frame stuff so it's not repeated so many times? - # Or make helper method to do mapping - could live in data_manager. - # Just allow data_manager[component_id] directly as shortcut? Probs too confusing. + # TODO: consider making a helper method in data_manager or elsewhere to reduce this operation being + # duplicated across Filter so much, and/or consider storing the result to avoid repeating it. + # Need to think about this in connection with how to update filters on the fly and duplicated calls + # issue outlined in https://github.com/mckinsey/vizro/pull/398#discussion_r1559120849. data_source_name = model_manager[component_id]["data_frame"] data_frame = data_manager[data_source_name].load() if self.column in data_frame.columns: From e86435664ccba6bcb307eec122a4090f8a028035 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 2 May 2024 16:16:07 +0000 Subject: [PATCH 13/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/examples/_dev/app.py | 7 ++----- vizro-core/src/vizro/managers/_data_manager.py | 4 +--- 2 files changed, 3 insertions(+), 8 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index 90e453bfb..6dc7d2883 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -1,11 +1,8 @@ +import vizro.models as vm +import vizro.plotly.express as px from flask_caching import Cache from vizro import Vizro -import pandas as pd -import vizro.plotly.express as px -import vizro.models as vm - from vizro.managers import data_manager -from vizro.models.types import CapturedCallable, capture # Note need to specify default value if have Filter since that calls data load function diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index b8a62a978..06baaeb6a 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -3,7 +3,6 @@ from __future__ import annotations import logging -import os import warnings from typing import Any, Callable, Dict, Optional, Protocol, Union @@ -33,8 +32,7 @@ class BoundMethod(Protocol): __self__: object __func__: Callable[..., Any] - def __call__(self, *args, **kwargs): - ... + def __call__(self, *args, **kwargs): ... # wrapt.decorator is the cleanest way to decorate a bound method when instance properties (here instance.timeout) From 96fc5cef3d0ed1e1c11b2d3687ac6bce4f3feec9 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 2 May 2024 17:12:59 +0100 Subject: [PATCH 14/82] Finish tidy --- vizro-core/src/vizro/managers/_data_manager.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index 06baaeb6a..288852219 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -14,10 +14,8 @@ logger = logging.getLogger(__name__) -# Really ComponentID and DataSourceName should be NewType and not just aliases but then for a user's code to type check +# Really DataSourceName should be NewType and not just aliases but then for a user's code to type check # correctly they would need to cast all strings to these types. -# TODO: remove these type aliases once have moved component to data mapping to models -ComponentID = str DataSourceName = str pd_DataFrameCallable = Callable[[], pd.DataFrame] @@ -104,7 +102,7 @@ def __init__(self, name: str, load_data: pd_DataFrameCallable): # timeout, but no rush to do this since other arguments are unlikely to be useful. @memoize - def load(self, *args, **kwargs) -> pd.DataFrame: + def load(self) -> pd.DataFrame: """Loads data. In future this will probably take arguments that are passed through to __load_data in order to re-run the @@ -113,7 +111,7 @@ def load(self, *args, **kwargs) -> pd.DataFrame: # Note you get the same "cache missed" message if NullCache is running or if data_manager._cache_has_app is # False. logger.debug("Cache miss; reloading data") - return self.__load_data(*args, **kwargs) + return self.__load_data() def __repr__(self): """Flask-caching uses repr to form the cache key, so this is very important to set correctly. From a9d26c6bbd1323eb762d6c0c614c24ab9aa18c30 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 2 May 2024 17:24:36 +0100 Subject: [PATCH 15/82] Fix tests --- .../tests/unit/vizro/models/_components/test_ag_grid.py | 8 ++------ .../tests/unit/vizro/models/_components/test_graph.py | 1 - .../tests/unit/vizro/models/_components/test_table.py | 8 ++------ 3 files changed, 4 insertions(+), 13 deletions(-) diff --git a/vizro-core/tests/unit/vizro/models/_components/test_ag_grid.py b/vizro-core/tests/unit/vizro/models/_components/test_ag_grid.py index 3d6393d93..8b42038a5 100644 --- a/vizro-core/tests/unit/vizro/models/_components/test_ag_grid.py +++ b/vizro-core/tests/unit/vizro/models/_components/test_ag_grid.py @@ -92,15 +92,11 @@ class TestProcessAgGridDataFrame: def test_process_figure_data_frame_str_df(self, dash_ag_grid_with_str_dataframe, gapminder): data_manager["gapminder"] = gapminder ag_grid = vm.AgGrid(id="ag_grid", figure=dash_ag_grid_with_str_dataframe) - assert data_manager._get_component_data("ag_grid").equals(gapminder) - with pytest.raises(KeyError, match="'data_frame'"): - ag_grid["data_frame"] + assert data_manager[ag_grid["data_frame"]].load().equals(gapminder) def test_process_figure_data_frame_df(self, standard_ag_grid, gapminder): ag_grid = vm.AgGrid(id="ag_grid", figure=standard_ag_grid) - assert data_manager._get_component_data("ag_grid").equals(gapminder) - with pytest.raises(KeyError, match="'data_frame'"): - ag_grid["data_frame"] + assert data_manager[ag_grid["data_frame"]].load().equals(gapminder) class TestPreBuildAgGrid: diff --git a/vizro-core/tests/unit/vizro/models/_components/test_graph.py b/vizro-core/tests/unit/vizro/models/_components/test_graph.py index 9f3084465..d38c24c14 100644 --- a/vizro-core/tests/unit/vizro/models/_components/test_graph.py +++ b/vizro-core/tests/unit/vizro/models/_components/test_graph.py @@ -120,7 +120,6 @@ def test_graph_filter_interaction_attributes(self, standard_px_chart): class TestProcessGraphDataFrame: - # TODO: check these tests still make sense def test_process_figure_data_frame_str_df(self, standard_px_chart_with_str_dataframe, gapminder): data_manager["gapminder"] = gapminder graph = vm.Graph(id="graph", figure=standard_px_chart_with_str_dataframe) diff --git a/vizro-core/tests/unit/vizro/models/_components/test_table.py b/vizro-core/tests/unit/vizro/models/_components/test_table.py index 961b7dee3..29bc1aeb2 100644 --- a/vizro-core/tests/unit/vizro/models/_components/test_table.py +++ b/vizro-core/tests/unit/vizro/models/_components/test_table.py @@ -92,15 +92,11 @@ class TestProcessTableDataFrame: def test_process_figure_data_frame_str_df(self, dash_table_with_str_dataframe, gapminder): data_manager["gapminder"] = gapminder table = vm.Table(id="table", figure=dash_table_with_str_dataframe) - assert data_manager._get_component_data("table").equals(gapminder) - with pytest.raises(KeyError, match="'data_frame'"): - table["data_frame"] + assert data_manager[table["data_frame"]].load().equals(gapminder) def test_process_figure_data_frame_df(self, standard_dash_table, gapminder): table = vm.Table(id="table", figure=standard_dash_table) - assert data_manager._get_component_data("table").equals(gapminder) - with pytest.raises(KeyError, match="'data_frame'"): - table["data_frame"] + assert data_manager[table["data_frame"]].load().equals(gapminder) class TestPreBuildTable: From f7f07cc96f9f5e8eb59d08420f10050b635158cd Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 2 May 2024 17:28:28 +0100 Subject: [PATCH 16/82] Fix tests --- vizro-core/tests/unit/vizro/models/test_types.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/vizro-core/tests/unit/vizro/models/test_types.py b/vizro-core/tests/unit/vizro/models/test_types.py index 619379b64..54d3e7bbc 100644 --- a/vizro-core/tests/unit/vizro/models/test_types.py +++ b/vizro-core/tests/unit/vizro/models/test_types.py @@ -76,11 +76,9 @@ def test_getitem_unknown_args(self, captured_callable): with pytest.raises(KeyError): captured_callable["c"] - def test_delitem(self, captured_callable): - del captured_callable["a"] - - with pytest.raises(KeyError): - captured_callable["a"] + def test_setitem(self, captured_callable): + captured_callable["a"] = 2 + assert captured_callable["a"] == 2 @pytest.mark.parametrize( From d4fbd26af6182e33def719c9d772142fb5f1cc77 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 2 May 2024 17:32:31 +0100 Subject: [PATCH 17/82] Final tidy --- vizro-core/examples/features/yaml_version/app.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/vizro-core/examples/features/yaml_version/app.py b/vizro-core/examples/features/yaml_version/app.py index 853d58563..78aee77d3 100644 --- a/vizro-core/examples/features/yaml_version/app.py +++ b/vizro-core/examples/features/yaml_version/app.py @@ -8,8 +8,8 @@ from vizro.managers import data_manager from vizro.models import Dashboard -data_manager["iris"] = lambda: px.data.iris() -data_manager["tips"] = lambda: px.data.tips() +data_manager["iris"] = px.data.iris() +data_manager["tips"] = px.data.tips() data_manager["stocks"] = px.data.stocks(datetimes=True) data_manager["gapminder_2007"] = px.data.gapminder().query("year == 2007") From 365b5aa07de2ec5cd497b495e3dbf053c0e28abf Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 2 May 2024 17:42:02 +0100 Subject: [PATCH 18/82] Revert change to dev app --- vizro-core/examples/_dev/app.py | 141 +++++++++++++++++++++++++++----- 1 file changed, 122 insertions(+), 19 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index 6dc7d2883..d03019057 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -1,34 +1,137 @@ +"""Rough example used by developers.""" + +from typing import Literal + import vizro.models as vm import vizro.plotly.express as px -from flask_caching import Cache from vizro import Vizro -from vizro.managers import data_manager +from vizro.models._components.form._text_area import TextArea +from vizro.models._components.form._user_input import UserInput + +iris = px.data.iris() + + +class CustomInput(UserInput): + """Custom Input that allows passing `className` as an argument.""" + type: Literal["other_input"] = "other_input" + class_name: str = "form-control" -# Note need to specify default value if have Filter since that calls data load function -# Then have problem that filter options don't get updated when data source changes -def load_iris_data(points=1): - iris = px.data.iris() - return iris.sample(points) + def build(self): + """Build the component.""" + input_build_obj = super().build() + input_build_obj[self.id].className = self.class_name + return input_build_obj -# TODO: double check cache works correctly. -data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) -data_manager["iris"] = load_iris_data -data_manager["iris"].timeout = 10 +# Only added to container.components directly for dev example +vm.Page.add_type("controls", UserInput) +vm.Page.add_type("controls", TextArea) +vm.Container.add_type("components", vm.Dropdown) +vm.Container.add_type("components", vm.Checklist) +vm.Container.add_type("components", vm.RadioItems) +vm.Container.add_type("components", vm.Slider) +vm.Container.add_type("components", vm.RangeSlider) +vm.Container.add_type("components", TextArea) +vm.Container.add_type("components", UserInput) +vm.Container.add_type("components", CustomInput) -page = vm.Page( - title="My first page", +selectors = vm.Page( + title="Selectors - Controls", components=[ - vm.Graph(id="graph", figure=px.scatter("iris", x="sepal_length", y="petal_width", color="species")), + vm.Graph( + id="scatter_relation", + figure=px.scatter(data_frame=px.data.gapminder(), x="gdpPercap", y="lifeExp", size="pop"), + ), + vm.Card( + text=""" + # This is an

tag + ## This is an

tag + ###### This is an

tag + \n + > + > Block quotes are used to highlight text. + > + \n + * Item 1 + * Item 2 + \n + *This text will be italic* + _This will also be italic_ + **This text will be bold** + _You **can** combine them_ + """, + ), ], controls=[ - vm.Parameter(targets=["graph.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), - vm.Parameter(targets=["graph.data_frame.points"], selector=vm.Slider(min=1, max=10, step=1)), - vm.Filter(column="species"), + vm.Filter( + column="continent", + selector=vm.Dropdown(title="Dropdown Label"), + ), + vm.Filter( + column="year", + selector=vm.RangeSlider(title="Range Slider Label", step=1, marks=None), + ), + vm.Filter( + column="year", + selector=vm.Slider(title="Slider Label"), + ), + vm.Filter( + column="year", + selector=vm.RangeSlider(title="Range Slider Label", step=10), + ), + vm.Filter( + column="year", + selector=vm.Slider(title="Slider Label", step=10), + ), + vm.Filter( + column="continent", + selector=vm.Checklist(title="Checklist Label"), + ), + vm.Filter( + column="continent", + selector=vm.RadioItems(title="Radio Items Label"), + ), + UserInput(title="Input - Text (single-line)", placeholder="Enter text here"), + TextArea(title="Input - Text (multi-line)", placeholder="Enter multi-line text here"), ], ) -dashboard = vm.Dashboard(pages=[page]) +form_components = vm.Page( + title="Selectors - Components", + components=[ + vm.Container( + id="container-id", + title="Form", + components=[ + UserInput(title="Input - Text (single-line)", placeholder="Enter text here"), + CustomInput( + title="Input - Text (single-line)", + placeholder="Enter text here", + class_name="form-control is-valid", + ), + CustomInput( + title="Input - Text (single-line)", + placeholder="Enter text here", + class_name="form-control is-invalid", + ), + TextArea(title="Input - Text (multi-line)", placeholder="Enter multi-line text here"), + vm.Dropdown(title="Dropdown - Single", options=["Option 1", "Option 2", "Option 3"], multi=False), + vm.Dropdown(title="Dropdown - Multi", options=["Option 1", "Option 2", "Option 3"], multi=True), + vm.Checklist(title="Checklist", options=["Option 1", "Option 2", "Option 3"]), + vm.RadioItems(title="Radio Items", options=["Option 1", "Option 2", "Option 3"]), + vm.Slider(title="Slider without marks", min=0, max=10), + vm.Slider(title="Slider with marks", min=0, max=10, step=1), + vm.RangeSlider(title="Range Slider without marks", min=0, max=10), + vm.RangeSlider(title="Range Slider with marks", min=0, max=10, step=1), + vm.Button(), + ], + ), + ], +) + + +dashboard = vm.Dashboard(pages=[selectors, form_components]) -Vizro().build(dashboard).run() +if __name__ == "__main__": + Vizro().build(dashboard).run() From 2ba74cb548a104873d99081f92e343fd07ba5648 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 2 May 2024 17:51:48 +0100 Subject: [PATCH 19/82] Add changelog --- ...175131_antony.milne_data_source_mapping.md | 48 +++++++++++++++++++ 1 file changed, 48 insertions(+) create mode 100644 vizro-core/changelog.d/20240502_175131_antony.milne_data_source_mapping.md diff --git a/vizro-core/changelog.d/20240502_175131_antony.milne_data_source_mapping.md b/vizro-core/changelog.d/20240502_175131_antony.milne_data_source_mapping.md new file mode 100644 index 000000000..f1f65e73c --- /dev/null +++ b/vizro-core/changelog.d/20240502_175131_antony.milne_data_source_mapping.md @@ -0,0 +1,48 @@ + + + + + + + + + From 65820995b7cefa6bea5eeae756a92be0bb18ae50 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Tue, 14 May 2024 11:06:30 +0100 Subject: [PATCH 20/82] Add *args, **kwargs to load and many more tests --- .../src/vizro/managers/_data_manager.py | 139 +++++------- .../kedro/fixtures/test_catalog.yaml | 2 +- .../unit/vizro/managers/test_data_manager.py | 205 ++++++++++++++++-- 3 files changed, 237 insertions(+), 109 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index 288852219..fe5c9fcfc 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -17,60 +17,32 @@ # Really DataSourceName should be NewType and not just aliases but then for a user's code to type check # correctly they would need to cast all strings to these types. DataSourceName = str -pd_DataFrameCallable = Callable[[], pd.DataFrame] - - -# memoize currently requires wrapped to be a bound method rather than just a function. A bound method has a __func__ -# attribute that gives the underlying function. In future memoize could be expanded to handle functions just by -# applying the same logic but without looking inside the __func__ attribute. -# The below is the best way to type-hint a bound method, based on: -# https://stackoverflow.com/questions/62658540/how-to-combine-a-custom-protocol-with-the-callable-protocol -# https://stackoverflow.com/questions/64225522/python-typing-how-to-type-hint-a-variable-as-a-bound-method -class BoundMethod(Protocol): - __self__: object - __func__: Callable[..., Any] - - def __call__(self, *args, **kwargs): ... - - -# wrapt.decorator is the cleanest way to decorate a bound method when instance properties (here instance.timeout) -# are required as arguments. The enabled argument bypasses the entire decorator when data_manager._cache_has_app -# is False. This prevents Flask-Caching from trying to access a Flask app when one doesn't yet exist. -@wrapt.decorator(enabled=lambda: data_manager._cache_has_app) -def memoize(wrapped: BoundMethod, instance: _DynamicData, args, kwargs): - """Caches the result of wrapped function, taking its arguments into account in the cache key. - - This delegates to flask_caching.memoize functionality, but with an important modification. flask_caching.memoize - is designed to apply the same timeout to every call of the function or bound method, but we want to have a - data source-dependent timeout. This means rewriting the wrapped function's __qualname__ so that different instances - of _DynamicData have completely independent caches. Without this, flask_caching.utils.function_namespace gives the - same namespace for each, which means that the timeouts cannot be set independently. - - The following things *do not* work to achieve the same thing - there will still be interference between - different caches: - * altering wrapped.cache_timeout - * using make_name argument (since this is only applied after function_namespace is called) - * including self or self._name in the load_data arguments - * whenever function_namespace recognizes the memoized function as a bound method (even when __caching_id__ is - defined so that Flask Caching does not fall back on __repr__) - - Another option would be to use flask_caching.cached rather than memoize, but that makes it harder to include - arguments in the cache key and only works inside a Flask request context. +pd_DataFrameCallable = Callable[..., pd.DataFrame] - Args: - wrapped: bound method to memoize. - instance: _DynamicData object to which wrapped is bound. - args : positional arguments supplied to wrapped, taken into account for generating cache key. - kwargs : keyword arguments supplied to wrapped, taken into account for generating cache key. - Returns: Memoized call. +def memoize(*, timeout: Optional[int], make_name: Optional[Callable]) -> Callable: + """Creates memoize decorator for use with data_manager.cache. + + Follows the pattern recommended in https://wrapt.readthedocs.io/en/latest/decorators.html#decorators-with-arguments + or making a wrapt.decorator with arguments. This is just a wrapper for flask_caching.Cache.memoize with the timeout + and make_name arguments exposed as keyword-only arguments. + Args: + timeout: passed through to flask_caching.Cache.memoize. If set to None, will just use + the CACHE_DEFAULT_TIMEOUT; if set to an integer, will cache for that number of seconds. + make_name: passed through to flask_caching.Cache.memoize. If set, this is a function that accepts + a single argument, the function name, and returns a new string to be used as the function name. This can be + used to set the cache key as we please. + + Returns: + memoize decorator. """ - # Before altering, wrapped.__func__.__qualname__ is "_DynamicData.__call__" - # After altering, it becomes _DynamicData.__call__._DynamicData("name", function_name) - # Note this doesn't work by using += since the qualname will just be appended to fresh every time the function is - wrapped.__func__.__qualname__ = ".".join([instance.__class__.__name__, wrapped.__func__.__name__, repr(instance)]) - return data_manager.cache.memoize(timeout=instance.timeout)(wrapped)(*args, **kwargs) + + @wrapt.decorator(enabled=lambda: data_manager._cache_has_app) + def wrapper(wrapped, instance, args, kwargs): + return data_manager.cache.memoize(timeout=timeout, make_name=make_name)(wrapped)(*args, **kwargs) + + return wrapper class _DynamicData: @@ -94,6 +66,16 @@ class _DynamicData: """ def __init__(self, name: str, load_data: pd_DataFrameCallable): + # When load_data is a bound method (e.g. as it will be for a kedro dataset), + # flask_caching.utils.function_namespace generates a cache key based on __caching_id__ (if defined) or __repr__ + # of the instance to which it's bound. We need this to be something that uniquely labels the data source and + # is the same across all workers so use the data source name. Most repr methods include the id of the + # instance so would only work in the case that gunicorn is running with --preload: without preloading, the id + # of the same (e.g. kedro dataset) instance is not the same across different processes so the cache will not + # match up. + if hasattr(load_data, "__self__"): + load_data.__self__.__caching_id__ = lambda _: name + self.__load_data: pd_DataFrameCallable = load_data # name is needed for the cache key and should not be modified by users. self._name = name @@ -101,33 +83,23 @@ def __init__(self, name: str, load_data: pd_DataFrameCallable): # We might also want a self.cache_arguments dictionary in future that allows user to customize more than just # timeout, but no rush to do this since other arguments are unlikely to be useful. - @memoize - def load(self) -> pd.DataFrame: - """Loads data. - - In future this will probably take arguments that are passed through to __load_data in order to re-run the - loading function with different arguments. We might want to use CapturedCallable for self.__load_data then. - """ + def load(self, *args, **kwargs) -> pd.DataFrame: + """Loads data.""" # Note you get the same "cache missed" message if NullCache is running or if data_manager._cache_has_app is # False. - logger.debug("Cache miss; reloading data") - return self.__load_data() - def __repr__(self): - """Flask-caching uses repr to form the cache key, so this is very important to set correctly. - - In particular, it must depend on something that uniquely labels the data source and is the same across all - workers: self._name. Using id(self), as in Python's default repr, only works in the case that gunicorn is - running with --preload: without preloading, the id of the same data source in different processes will be - different so the cache will not match up. - - flask_caching make it possible to set a __cached_id__ attribute to handle this so that repr can be set - independently of cache key, but this doesn't seem to be well documented or work well, so it's better to rely - on __repr__. - """ - # Note that using repr(self.__load_data) is not good since it depends on the id of self.__load_data and so - # would not be consistent across processes. - return f"{self.__class__.__name__}({self._name!r}, {self.__load_data.__qualname__})" + # TODO: Think about whether to use wrapt at all (probably yes) and how to handle enabled=False. + # TODO: logger.debug("Cache miss; reloading data"). Could inject this with a decorator into load_data if wanted + # to. + # Including make_name here ensures that the cache key for two data sources with the same underlying function + # are different - see test_shared_dynamic_data_function and test_timeouts_do_not_interfere. This + # functionality is not particularly important to enable, but including make_name feels like a robust thing to + # do anyway: it's not strictly needed to make work the case that load_data is a bound method but + # probably good to keep for that in case the way that flask-caching handles bound methods changes. + # We don't memoize the load method itself since this is tricky to get working fully when load is called with + # arguments, since we need the signature of the memoized function to match that of load_data. See + # https://github.com/GrahamDumpleton/wrapt/issues/263. + return memoize(timeout=self.timeout, make_name=lambda _: self._name)(self.__load_data)(*args, **kwargs) class _StaticData: @@ -197,17 +169,14 @@ def __init__(self): def __setitem__(self, name: DataSourceName, data: Union[pd.DataFrame, pd_DataFrameCallable]): """Adds `data` to the `DataManager` with key `name`.""" if callable(data): - if not hasattr(data, "__name__") or not hasattr(data, "__qualname__"): - # lambda function has __name__ and __qualname__ so works well. partial does not unless explicitly - # assigned them and so will not work with flask_caching. The partial object's func attribute is the - # full function but does not contain the pre-set arguments so also does not work. We could manually - # set __name__ and __qualname__ based on the func attribute here if using partial proves to be a good - # pattern. Similarly for CapturedCallable, or that could instead set its own __name__ and __qualname__. - raise TypeError( - f"Data source {name}'s function does not have a name. If you have provide a `partial` object then " - "either supply your partial function with `__name__` and `__qualname__` attributes or re-work your " - "code to use a full function, e.g. using `lambda`." - ) + if not hasattr(data, "__qualname__"): + # __qualname__ is required by flask-caching (even though we specify our own make_name) but + # not defined for partial functions and just '' for lambda functions. Defining __qualname__ + # means it's possible to have non-interfering caches for partial and lambda functions (similarly if we + # end up using CapturedCallable, or that could instead set its own __qualname__). + data.__qualname__ = name + # TODO: write test for both partial and lambda + self.__data[name] = _DynamicData(name, data) elif isinstance(data, pd.DataFrame): self.__data[name] = _StaticData(data) diff --git a/vizro-core/tests/unit/vizro/integrations/kedro/fixtures/test_catalog.yaml b/vizro-core/tests/unit/vizro/integrations/kedro/fixtures/test_catalog.yaml index 8ae6ef952..382fede55 100644 --- a/vizro-core/tests/unit/vizro/integrations/kedro/fixtures/test_catalog.yaml +++ b/vizro-core/tests/unit/vizro/integrations/kedro/fixtures/test_catalog.yaml @@ -3,5 +3,5 @@ companies: filepath: companies.json reviews: - type: pickle.PickleDataset + type: pandas.JSONDataset filepath: reviews.pkl diff --git a/vizro-core/tests/unit/vizro/managers/test_data_manager.py b/vizro-core/tests/unit/vizro/managers/test_data_manager.py index 3455bf7a0..de97ccaae 100644 --- a/vizro-core/tests/unit/vizro/managers/test_data_manager.py +++ b/vizro-core/tests/unit/vizro/managers/test_data_manager.py @@ -1,16 +1,21 @@ """Unit tests for vizro.managers.data_manager.""" +from pathlib import Path import time +import yaml from contextlib import suppress from functools import partial import numpy as np import pandas as pd import pytest +from kedro.io import DataCatalog + from asserts import assert_frame_not_equal from flask_caching import Cache from pandas.testing import assert_frame_equal from vizro import Vizro +from vizro.integrations.kedro import datasets_from_catalog from vizro.managers import data_manager @@ -82,25 +87,47 @@ def make_random_data(): return pd.DataFrame(np.random.default_rng().random(3)) +def make_random_data_with_args(label="x"): + return make_random_data().assign(label=label) + + +# This is important to test since it's like how kedro datasets work. +class RandomData: + # This cannot be a static method since we want to test it as a bound method. + def load(self): + return make_random_data() + + +class RandomDataWithArgs: + # This cannot be a static method since we want to test it as a bound method. + def load(self, label="x"): + return make_random_data_with_args(label) + + +# We test the function and bound method cases but not the unbound methods RandomData.load and RandomDataWithArgs.load +# which are not important. +@pytest.mark.parametrize( + "data_callable", [make_random_data, make_random_data_with_args, RandomData().load, RandomDataWithArgs().load] +) class TestCacheNotOperational: - def test_null_cache_no_app(self): + def test_null_cache_no_app(self, data_callable): # No app at all, so memoize decorator is bypassed completely as data_manager._cache_has_app is False. - data_manager["data"] = make_random_data + data_manager["data"] = data_callable loaded_data_1 = data_manager["data"].load() loaded_data_2 = data_manager["data"].load() assert_frame_not_equal(loaded_data_1, loaded_data_2) - def test_null_cache_with_app(self): + def test_null_cache_with_app(self, data_callable): # App exists but cache is NullCache so does not do anything. - data_manager["data"] = make_random_data + data_manager["data"] = data_callable Vizro() loaded_data_1 = data_manager["data"].load() loaded_data_2 = data_manager["data"].load() assert_frame_not_equal(loaded_data_1, loaded_data_2) - def test_cache_no_app(self): + def test_cache_no_app(self, data_callable): # App exists and has a real cache but data_manager.cache is set too late so app is not attached to cache. - data_manager["data"] = make_random_data + data_manager["data"] = data_callable Vizro() data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) @@ -121,9 +148,12 @@ def simple_cache(): yield +# We test the function and bound method cases but not the unbound method RandomData.load which is not +# important. +@pytest.mark.parametrize("data_callable", [make_random_data, RandomData().load]) class TestCache: - def test_simple_cache_default_timeout(self, simple_cache): - data_manager["data"] = make_random_data + def test_default_timeout(self, data_callable, simple_cache): + data_manager["data"] = data_callable loaded_data_1 = data_manager["data"].load() loaded_data_2 = data_manager["data"].load() @@ -131,10 +161,10 @@ def test_simple_cache_default_timeout(self, simple_cache): # Cache does not expire. assert_frame_equal(loaded_data_1, loaded_data_2) - def test_change_non_default_timeout(self): + def test_change_non_default_timeout(self, data_callable): data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache", "CACHE_DEFAULT_TIMEOUT": 1}) Vizro() - data_manager["data"] = make_random_data + data_manager["data"] = data_callable loaded_data_1 = data_manager["data"].load() loaded_data_2 = data_manager["data"].load() @@ -147,8 +177,8 @@ def test_change_non_default_timeout(self): assert_frame_equal(loaded_data_3, loaded_data_4) assert_frame_not_equal(loaded_data_2, loaded_data_3) - def test_change_individual_timeout(self, simple_cache): - data_manager["data"] = make_random_data + def test_change_individual_timeout(self, data_callable, simple_cache): + data_manager["data"] = data_callable data_manager["data"].timeout = 1 loaded_data_1 = data_manager["data"].load() @@ -162,25 +192,154 @@ def test_change_individual_timeout(self, simple_cache): assert_frame_equal(loaded_data_3, loaded_data_4) assert_frame_not_equal(loaded_data_2, loaded_data_3) - def test_shared_dynamic_data_function(self, simple_cache): - data_manager["data_x"] = make_random_data - data_manager["data_y"] = make_random_data + +# We test the function and bound method cases but not the unbound method RandomDataWithArgs.load which is not +# important. +@pytest.mark.usefixtures("simple_cache") +@pytest.mark.parametrize("data_callable", [make_random_data_with_args, RandomDataWithArgs().load]) +class TestCacheWithArguments: + def test_default_timeout(self, data_callable): + # Analogous to TestCache.test_default_timeout + data_manager["data"] = data_callable + + loaded_data_x_1 = data_manager["data"].load("x") + loaded_data_y_1 = data_manager["data"].load("y") + loaded_data_x_2 = data_manager["data"].load("x") + loaded_data_y_2 = data_manager["data"].load("y") + + # Memoization of arguments works correctly. + assert_frame_equal(loaded_data_x_1, loaded_data_x_2) + assert_frame_equal(loaded_data_y_1, loaded_data_y_2) + assert_frame_not_equal(loaded_data_x_1, loaded_data_y_1) + + def test_change_individual_timeout(self, data_callable): + # Analogous to TestCache.test_change_individual_timeout. + data_manager["data"] = data_callable + data_manager["data"].timeout = 1 + + loaded_data_x_1 = data_manager["data"].load("x") + loaded_data_x_2 = data_manager["data"].load("x") + loaded_data_y_1 = data_manager["data"].load("y") + loaded_data_y_2 = data_manager["data"].load("y") + time.sleep(1) + loaded_data_x_3 = data_manager["data"].load("x") + loaded_data_x_4 = data_manager["data"].load("x") + loaded_data_y_3 = data_manager["data"].load("y") + loaded_data_y_4 = data_manager["data"].load("y") + + # For both x and y, cache has expired between loaded_data_2 and loaded_data_3 only. + assert_frame_equal(loaded_data_x_1, loaded_data_x_2) + assert_frame_equal(loaded_data_x_3, loaded_data_x_4) + assert_frame_not_equal(loaded_data_x_2, loaded_data_x_3) + + assert_frame_equal(loaded_data_y_1, loaded_data_y_2) + assert_frame_equal(loaded_data_y_3, loaded_data_y_4) + assert_frame_not_equal(loaded_data_y_2, loaded_data_y_3) + + assert_frame_not_equal(loaded_data_x_1, loaded_data_y_1) + assert_frame_not_equal(loaded_data_x_3, loaded_data_y_3) + + def test_timeout_expires_all(self, data_callable): + # When the cache for one set of memoized arguments expires, the cache for the whole data source expires, even + # for other values of memoized arguments. + # This behaviour is not particularly desirable (in fact it's maybe a bit annoying); the test is here just + # to document the current behaviour. It's not easy to change this behaviour within flask-caching. + # Loading sequence of data sources is as follows: + # t=0: load x_1 + # t=1: load x_2 y_1 -> x cache has not expired + # t=2: load x_3 y_2 -> x cache has expired. y cache might be expected to not expire but also has. + # t=3: load y_3 + data_manager["data"] = data_callable + data_manager["data"].timeout = 2 + + loaded_data_x_1 = data_manager["data"].load("x") + time.sleep(1) + loaded_data_x_2 = data_manager["data"].load("x") + loaded_data_y_1 = data_manager["data"].load("y") + time.sleep(1) + loaded_data_x_3 = data_manager["data"].load("x") + loaded_data_y_2 = data_manager["data"].load("y") + time.sleep(1) + loaded_data_y_3 = data_manager["data"].load("y") + + # These are as you would expect. + assert_frame_equal(loaded_data_x_1, loaded_data_x_2) + assert_frame_not_equal(loaded_data_x_2, loaded_data_x_3) + + # These you might expect to be the other way round: + # assert_frame_equal(loaded_data_y_1, loaded_data_y_2) + # assert_frame_not_equal(loaded_data_y_2, loaded_data_y_3) + assert_frame_not_equal(loaded_data_y_1, loaded_data_y_2) + assert_frame_equal(loaded_data_y_2, loaded_data_y_3) + + def test_named_and_default_args(self, data_callable): + data_manager["data"] = data_callable + + loaded_data_x_1 = data_manager["data"].load(label="x") + loaded_data_x_2 = data_manager["data"].load() + loaded_data_x_3 = data_manager["data"].load("x") + + assert_frame_equal(loaded_data_x_1, loaded_data_x_2) + assert_frame_equal(loaded_data_x_2, loaded_data_x_3) + + +class TestCacheIndependence: + @pytest.mark.parametrize("data_callable", [make_random_data_with_args, RandomDataWithArgs().load]) + def test_shared_dynamic_data_callable_no_timeout(self, data_callable, simple_cache): + # Two data sources that share the same function or bound method are independent when neither times out. + # It doesn't really matter if this test passes; it's mainly here just to document the current behaviour. The use + # cases for actually wanting to do this seem limited. + data_manager["data_x"] = data_callable + data_manager["data_y"] = data_callable + + loaded_data_x_1 = data_manager["data_x"].load() + loaded_data_y_1 = data_manager["data_y"].load() + loaded_data_x_2 = data_manager["data_x"].load() + loaded_data_y_2 = data_manager["data_y"].load() + + assert_frame_equal(loaded_data_x_1, loaded_data_x_2) + assert_frame_equal(loaded_data_y_1, loaded_data_y_2) + assert_frame_not_equal(loaded_data_x_1, loaded_data_y_1) + + @pytest.mark.parametrize("data_callable", [make_random_data_with_args, RandomDataWithArgs().load]) + def test_shared_dynamic_data_callable_with_timeout(self, data_callable, simple_cache): + # Two data sources that share the same function or bound method are independent when one times out. + # It doesn't really matter if this test passes; it's mainly here just to document the current behaviour. The use + # cases for actually wanting to do this seem limited. + data_manager["data_x"] = data_callable + data_manager["data_y"] = data_callable + data_manager["data_y"].timeout = 1 + + loaded_data_x_1 = data_manager["data_x"].load() + loaded_data_y_1 = data_manager["data_y"].load() + time.sleep(1) + loaded_data_x_2 = data_manager["data_x"].load() + loaded_data_y_2 = data_manager["data_y"].load() + + # Cache has expired for data_y but not data_x. + assert_frame_equal(loaded_data_x_1, loaded_data_x_2) + assert_frame_not_equal(loaded_data_y_1, loaded_data_y_2) + + def test_independent_dynamic_data_callable_no_timeout(self, simple_cache): + # Two data sources use same method but have different bound instances are independent when neither times out. + # This is the same as test_shared_dynamic_data_callable_no_timeout but it *does* matter that this test passes. + data_manager["data_x"] = RandomData().load + data_manager["data_y"] = RandomData().load loaded_data_x_1 = data_manager["data_x"].load() loaded_data_y_1 = data_manager["data_y"].load() loaded_data_x_2 = data_manager["data_x"].load() - loaded_other_y_2 = data_manager["data_y"].load() + loaded_data_y_2 = data_manager["data_y"].load() - # Two data sources that shared the same function are independent. assert_frame_equal(loaded_data_x_1, loaded_data_x_2) - assert_frame_equal(loaded_data_y_1, loaded_other_y_2) + assert_frame_equal(loaded_data_y_1, loaded_data_y_2) assert_frame_not_equal(loaded_data_x_1, loaded_data_y_1) - def test_timeouts_do_not_interfere(self, simple_cache): - # This test only passes thanks to the code in memoize that alters the wrapped.__func__.__qualname__, - # as explained in the docstring there. If that bit of code is removed then this test correctly fails. - data_manager["data_x"] = make_random_data - data_manager["data_y"] = make_random_data + def test_independent_dynamic_data_callable_with_timeout(self, simple_cache): + # Two data sources use same method but have different bound instances are independent when one times out. + # It *does* matter that this test passes. + data_manager["data_x"] = RandomData().load + data_manager["data_y"] = RandomData().load data_manager["data_y"].timeout = 1 loaded_data_x_1 = data_manager["data_x"].load() From 04d2c11f6329d7fc25c1b000f9d8ac4422dd3141 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 14 May 2024 12:30:08 +0000 Subject: [PATCH 21/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/src/vizro/managers/_data_manager.py | 3 ++- vizro-core/tests/unit/vizro/managers/test_data_manager.py | 5 ----- 2 files changed, 2 insertions(+), 6 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index fe5c9fcfc..1706e3605 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -4,7 +4,7 @@ import logging import warnings -from typing import Any, Callable, Dict, Optional, Protocol, Union +from typing import Callable, Dict, Optional, Union import pandas as pd import wrapt @@ -36,6 +36,7 @@ def memoize(*, timeout: Optional[int], make_name: Optional[Callable]) -> Callabl Returns: memoize decorator. + """ @wrapt.decorator(enabled=lambda: data_manager._cache_has_app) diff --git a/vizro-core/tests/unit/vizro/managers/test_data_manager.py b/vizro-core/tests/unit/vizro/managers/test_data_manager.py index de97ccaae..dba2b83fd 100644 --- a/vizro-core/tests/unit/vizro/managers/test_data_manager.py +++ b/vizro-core/tests/unit/vizro/managers/test_data_manager.py @@ -1,21 +1,16 @@ """Unit tests for vizro.managers.data_manager.""" -from pathlib import Path import time -import yaml from contextlib import suppress from functools import partial import numpy as np import pandas as pd import pytest -from kedro.io import DataCatalog - from asserts import assert_frame_not_equal from flask_caching import Cache from pandas.testing import assert_frame_equal from vizro import Vizro -from vizro.integrations.kedro import datasets_from_catalog from vizro.managers import data_manager From abb7eebb230ba7e6cfdf6150dc56b211a78b1cd5 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Tue, 14 May 2024 15:32:22 +0100 Subject: [PATCH 22/82] Version that sets __caching_id__ and __qualname__ for bound methods that works --- .../src/vizro/managers/_data_manager.py | 68 ++++++--- .../unit/vizro/managers/test_data_manager.py | 134 +++++++++++++----- 2 files changed, 144 insertions(+), 58 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index 1706e3605..f268f7394 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -39,6 +39,8 @@ def memoize(*, timeout: Optional[int], make_name: Optional[Callable]) -> Callabl """ + # make_name is needed to distinguish between data source that have the same underlying function. This is not very + # important to enable in general but makes tests in TestCacheIndependence pass. @wrapt.decorator(enabled=lambda: data_manager._cache_has_app) def wrapper(wrapped, instance, args, kwargs): return data_manager.cache.memoize(timeout=timeout, make_name=make_name)(wrapped)(*args, **kwargs) @@ -67,16 +69,6 @@ class _DynamicData: """ def __init__(self, name: str, load_data: pd_DataFrameCallable): - # When load_data is a bound method (e.g. as it will be for a kedro dataset), - # flask_caching.utils.function_namespace generates a cache key based on __caching_id__ (if defined) or __repr__ - # of the instance to which it's bound. We need this to be something that uniquely labels the data source and - # is the same across all workers so use the data source name. Most repr methods include the id of the - # instance so would only work in the case that gunicorn is running with --preload: without preloading, the id - # of the same (e.g. kedro dataset) instance is not the same across different processes so the cache will not - # match up. - if hasattr(load_data, "__self__"): - load_data.__self__.__caching_id__ = lambda _: name - self.__load_data: pd_DataFrameCallable = load_data # name is needed for the cache key and should not be modified by users. self._name = name @@ -93,13 +85,37 @@ def load(self, *args, **kwargs) -> pd.DataFrame: # TODO: logger.debug("Cache miss; reloading data"). Could inject this with a decorator into load_data if wanted # to. # Including make_name here ensures that the cache key for two data sources with the same underlying function - # are different - see test_shared_dynamic_data_function and test_timeouts_do_not_interfere. This - # functionality is not particularly important to enable, but including make_name feels like a robust thing to - # do anyway: it's not strictly needed to make work the case that load_data is a bound method but + # This functionality is not particularly important to enable, but including make_name feels like a robust + # thing to do anyway: it's not strictly needed to make work the case that load_data is a bound method but # probably good to keep for that in case the way that flask-caching handles bound methods changes. # We don't memoize the load method itself since this is tricky to get working fully when load is called with # arguments, since we need the signature of the memoized function to match that of load_data. See # https://github.com/GrahamDumpleton/wrapt/issues/263. + # Note that flask caching cannot easily independently time out different instances with the same function + # load.__func__ underlying a bound method load. To achieve this (necessary for e.g. kedro datasets to work + # well) we have to trick it by giving the instances different qualname. Other workarounds to not work here - + # see https://github.com/mckinsey/vizro/blob/2c3e94c666cdc5e2c5ff2075f49c19005ebecc5c/vizro-core/src/vizro + # /managers/_data_manager.py#L44 for details. + # + # When load_data is a bound method (e.g. as it will be for a kedro dataset), + # flask_caching.utils.function_namespace generates a cache key based on __caching_id__ (if defined) or __repr__ + # of the instance to which it's bound. We need this to be something that uniquely labels the data source and + # is the same across all workers so use the data source name. Most repr methods include the id of the + # instance so would only work in the case that gunicorn is running with --preload: without preloading, the id + # of the same (e.g. kedro dataset) instance is not the same across different processes so the cache will not + # match up. + if hasattr(self.__load_data, "__self__"): # Note the self here is not the _DynamicData instance - it's the + # e.g. kedro dataset instance to which load_data is bound. + # The qualname has to be set here (or later at runtime) rather than when assigning to the data_manager so + # that you can set the qualname independently for two different data sources. In general it's hard to assign + # different qualname to the bound method of two different instances since they share the same underlying + # __func__, even when we try to copy/decorate it - using partial seems to be the only solution here to + # generate truly independent underlying functions. + self.__load_data.__self__.__caching_id__ = lambda _: self._name + self.__load_data.__func__.__qualname__ = ".".join( + [self.__load_data.__self__.__class__.__name__, self.__load_data.__func__.__name__, self._name] + ) + return memoize(timeout=self.timeout, make_name=lambda _: self._name)(self.__load_data)(*args, **kwargs) @@ -170,13 +186,25 @@ def __init__(self): def __setitem__(self, name: DataSourceName, data: Union[pd.DataFrame, pd_DataFrameCallable]): """Adds `data` to the `DataManager` with key `name`.""" if callable(data): - if not hasattr(data, "__qualname__"): - # __qualname__ is required by flask-caching (even though we specify our own make_name) but - # not defined for partial functions and just '' for lambda functions. Defining __qualname__ - # means it's possible to have non-interfering caches for partial and lambda functions (similarly if we - # end up using CapturedCallable, or that could instead set its own __qualname__). - data.__qualname__ = name - # TODO: write test for both partial and lambda + # if not hasattr(data, "__name__") or not hasattr(data, "__qualname__"): + # # __qualname__ is required by flask-caching (even though we specify our own make_name) but + # # not defined for partial functions and just '' for lambda functions. Defining __qualname__ + # # means it's possible to have non-interfering caches for partial and lambda functions (similarly if we + # # end up using CapturedCallable, or that could instead set its own __qualname__). + # + # # partial does not have __name__ or __qualname__ unless explicitly assigned them and so will not work + # # with flask_caching. The partial object's func attribute is the full function but does not contain the + # # pre-set arguments so also does not work. We could manually set __name__ and __qualname__ based on the + # # func attribute or data source name here if using partial proves to be a good pattern. Similarly for + # # CapturedCallable, or that could instead set its own __name__ and __qualname__. + # # lambda function has __name__ and __qualname__ set to "" so would have interfering cache, + # raise TypeError( + # f"Data source {name}'s function does not have a name. If you have provide a `partial` object then " + # "either supply your partial function with `__name__` and `__qualname__` attributes or re-work your " + # "code to use a full function, e.g. using `lambda`." + # ) + # data.__qualname__ = name + # # TODO: write test for both partial and lambda self.__data[name] = _DynamicData(name, data) elif isinstance(data, pd.DataFrame): diff --git a/vizro-core/tests/unit/vizro/managers/test_data_manager.py b/vizro-core/tests/unit/vizro/managers/test_data_manager.py index dba2b83fd..3246477e4 100644 --- a/vizro-core/tests/unit/vizro/managers/test_data_manager.py +++ b/vizro-core/tests/unit/vizro/managers/test_data_manager.py @@ -88,21 +88,34 @@ def make_random_data_with_args(label="x"): # This is important to test since it's like how kedro datasets work. class RandomData: - # This cannot be a static method since we want to test it as a bound method. + # This cannot be @staticmethod since we want to test it as a bound method. def load(self): return make_random_data() class RandomDataWithArgs: - # This cannot be a static method since we want to test it as a bound method. + # This cannot be @staticmethod since we want to test it as a bound method. def load(self, label="x"): return make_random_data_with_args(label) +make_random_data_lambda = lambda: make_random_data() + +make_random_data_with_args_lambda = lambda label="x": make_random_data_with_args(label) + + # We test the function and bound method cases but not the unbound methods RandomData.load and RandomDataWithArgs.load # which are not important. @pytest.mark.parametrize( - "data_callable", [make_random_data, make_random_data_with_args, RandomData().load, RandomDataWithArgs().load] + "data_callable", + [ + make_random_data, + make_random_data_with_args, + RandomData().load, + RandomDataWithArgs().load, + make_random_data_lambda, + make_random_data_with_args_lambda, + ], ) class TestCacheNotOperational: def test_null_cache_no_app(self, data_callable): @@ -143,9 +156,15 @@ def simple_cache(): yield -# We test the function and bound method cases but not the unbound method RandomData.load which is not -# important. -@pytest.mark.parametrize("data_callable", [make_random_data, RandomData().load]) +# We test the function and bound method cases but not the unbound method RandomData.load which is not important. +@pytest.mark.parametrize( + "data_callable", + [ + make_random_data, + RandomData().load, + make_random_data_lambda, + ], +) class TestCache: def test_default_timeout(self, data_callable, simple_cache): data_manager["data"] = data_callable @@ -188,10 +207,11 @@ def test_change_individual_timeout(self, data_callable, simple_cache): assert_frame_not_equal(loaded_data_2, loaded_data_3) -# We test the function and bound method cases but not the unbound method RandomDataWithArgs.load which is not -# important. +# We test the function and bound method cases but not the unbound method RandomDataWithArgs.load which is not important. @pytest.mark.usefixtures("simple_cache") -@pytest.mark.parametrize("data_callable", [make_random_data_with_args, RandomDataWithArgs().load]) +@pytest.mark.parametrize( + "data_callable", [make_random_data_with_args, RandomDataWithArgs().load, make_random_data_with_args_lambda] +) class TestCacheWithArguments: def test_default_timeout(self, data_callable): # Analogous to TestCache.test_default_timeout @@ -279,25 +299,49 @@ def test_named_and_default_args(self, data_callable): class TestCacheIndependence: - @pytest.mark.parametrize("data_callable", [make_random_data_with_args, RandomDataWithArgs().load]) - def test_shared_dynamic_data_callable_no_timeout(self, data_callable, simple_cache): + # Test both data callable with and without args in one test. The ones which don't take args are just passed an + # empty dictionary so it's like doing data_manager["data_x"].load() with no arguments. + @pytest.mark.parametrize( + "data_callable, kwargs", + [ + (make_random_data, {}), + (RandomData().load, {}), + (make_random_data_lambda, {}), + (make_random_data_with_args, {"label": "z"}), + (RandomDataWithArgs().load, {"label": "z"}), + (make_random_data_with_args_lambda, {"label": "z"}), + ], + ) + def test_shared_dynamic_data_callable_no_timeout(self, data_callable, kwargs, simple_cache): # Two data sources that share the same function or bound method are independent when neither times out. # It doesn't really matter if this test passes; it's mainly here just to document the current behaviour. The use # cases for actually wanting to do this seem limited. data_manager["data_x"] = data_callable data_manager["data_y"] = data_callable - loaded_data_x_1 = data_manager["data_x"].load() - loaded_data_y_1 = data_manager["data_y"].load() - loaded_data_x_2 = data_manager["data_x"].load() - loaded_data_y_2 = data_manager["data_y"].load() + loaded_data_x_1 = data_manager["data_x"].load(**kwargs) + loaded_data_y_1 = data_manager["data_y"].load(**kwargs) + loaded_data_x_2 = data_manager["data_x"].load(**kwargs) + loaded_data_y_2 = data_manager["data_y"].load(**kwargs) assert_frame_equal(loaded_data_x_1, loaded_data_x_2) assert_frame_equal(loaded_data_y_1, loaded_data_y_2) assert_frame_not_equal(loaded_data_x_1, loaded_data_y_1) - @pytest.mark.parametrize("data_callable", [make_random_data_with_args, RandomDataWithArgs().load]) - def test_shared_dynamic_data_callable_with_timeout(self, data_callable, simple_cache): + # Test both data callable with and without args in one test. The ones which don't take args are just passed an + # empty dictionary so it's like doing data_manager["data_x"].load() with no arguments. + @pytest.mark.parametrize( + "data_callable, kwargs", + [ + (make_random_data, {}), + (RandomData().load, {}), + (make_random_data_lambda, {}), + (make_random_data_with_args, {"label": "z"}), + (RandomDataWithArgs().load, {"label": "z"}), + (make_random_data_with_args_lambda, {"label": "z"}), + ], + ) + def test_shared_dynamic_data_callable_with_timeout(self, data_callable, kwargs, simple_cache): # Two data sources that share the same function or bound method are independent when one times out. # It doesn't really matter if this test passes; it's mainly here just to document the current behaviour. The use # cases for actually wanting to do this seem limited. @@ -305,43 +349,57 @@ def test_shared_dynamic_data_callable_with_timeout(self, data_callable, simple_c data_manager["data_y"] = data_callable data_manager["data_y"].timeout = 1 - loaded_data_x_1 = data_manager["data_x"].load() - loaded_data_y_1 = data_manager["data_y"].load() + loaded_data_x_1 = data_manager["data_x"].load(**kwargs) + loaded_data_y_1 = data_manager["data_y"].load(**kwargs) time.sleep(1) - loaded_data_x_2 = data_manager["data_x"].load() - loaded_data_y_2 = data_manager["data_y"].load() + loaded_data_x_2 = data_manager["data_x"].load(**kwargs) + loaded_data_y_2 = data_manager["data_y"].load(**kwargs) # Cache has expired for data_y but not data_x. assert_frame_equal(loaded_data_x_1, loaded_data_x_2) assert_frame_not_equal(loaded_data_y_1, loaded_data_y_2) - def test_independent_dynamic_data_callable_no_timeout(self, simple_cache): - # Two data sources use same method but have different bound instances are independent when neither times out. + @pytest.mark.parametrize( + "random_data_cls, kwargs", + [ + (RandomData, {}), + (RandomDataWithArgs, {"label": "z"}), + ], + ) + def test_independent_dynamic_data_callable_no_timeout(self, simple_cache, random_data_cls, kwargs): + # Two data sources use same method but have *different* bound instances are independent when neither times out. # This is the same as test_shared_dynamic_data_callable_no_timeout but it *does* matter that this test passes. - data_manager["data_x"] = RandomData().load - data_manager["data_y"] = RandomData().load + data_manager["data_x"] = random_data_cls().load + data_manager["data_y"] = random_data_cls().load - loaded_data_x_1 = data_manager["data_x"].load() - loaded_data_y_1 = data_manager["data_y"].load() - loaded_data_x_2 = data_manager["data_x"].load() - loaded_data_y_2 = data_manager["data_y"].load() + loaded_data_x_1 = data_manager["data_x"].load(**kwargs) + loaded_data_y_1 = data_manager["data_y"].load(**kwargs) + loaded_data_x_2 = data_manager["data_x"].load(**kwargs) + loaded_data_y_2 = data_manager["data_y"].load(**kwargs) assert_frame_equal(loaded_data_x_1, loaded_data_x_2) assert_frame_equal(loaded_data_y_1, loaded_data_y_2) assert_frame_not_equal(loaded_data_x_1, loaded_data_y_1) - def test_independent_dynamic_data_callable_with_timeout(self, simple_cache): - # Two data sources use same method but have different bound instances are independent when one times out. - # It *does* matter that this test passes. - data_manager["data_x"] = RandomData().load - data_manager["data_y"] = RandomData().load + @pytest.mark.parametrize( + "random_data_cls, kwargs", + [ + (RandomData, {}), + (RandomDataWithArgs, {"label": "z"}), + ], + ) + def test_independent_dynamic_data_callable_with_timeout(self, simple_cache, random_data_cls, kwargs): + # Two data sources use same method but have *different* bound instances are independent when one times out. + # This is the same as test_shared_dynamic_data_callable_with_timeout but it *does* matter that this test passes. + data_manager["data_x"] = random_data_cls().load + data_manager["data_y"] = random_data_cls().load data_manager["data_y"].timeout = 1 - loaded_data_x_1 = data_manager["data_x"].load() - loaded_data_y_1 = data_manager["data_y"].load() + loaded_data_x_1 = data_manager["data_x"].load(**kwargs) + loaded_data_y_1 = data_manager["data_y"].load(**kwargs) time.sleep(1) - loaded_data_x_2 = data_manager["data_x"].load() - loaded_data_y_2 = data_manager["data_y"].load() + loaded_data_x_2 = data_manager["data_x"].load(**kwargs) + loaded_data_y_2 = data_manager["data_y"].load(**kwargs) # Cache has expired for data_y but not data_x. assert_frame_equal(loaded_data_x_1, loaded_data_x_2) From 832165209c7d8587c1082b38482e2afabe075138 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Tue, 14 May 2024 16:20:41 +0100 Subject: [PATCH 23/82] Change approach to use partial, so less hacking needed --- .../src/vizro/managers/_data_manager.py | 99 +++++++------------ .../unit/vizro/managers/test_data_manager.py | 19 +++- 2 files changed, 52 insertions(+), 66 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index f268f7394..8ccc2ea68 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -2,6 +2,8 @@ from __future__ import annotations +from functools import partial + import logging import warnings from typing import Callable, Dict, Optional, Union @@ -20,7 +22,7 @@ pd_DataFrameCallable = Callable[..., pd.DataFrame] -def memoize(*, timeout: Optional[int], make_name: Optional[Callable]) -> Callable: +def memoize(*, timeout: Optional[int]) -> Callable: """Creates memoize decorator for use with data_manager.cache. Follows the pattern recommended in https://wrapt.readthedocs.io/en/latest/decorators.html#decorators-with-arguments @@ -30,20 +32,14 @@ def memoize(*, timeout: Optional[int], make_name: Optional[Callable]) -> Callabl Args: timeout: passed through to flask_caching.Cache.memoize. If set to None, will just use the CACHE_DEFAULT_TIMEOUT; if set to an integer, will cache for that number of seconds. - make_name: passed through to flask_caching.Cache.memoize. If set, this is a function that accepts - a single argument, the function name, and returns a new string to be used as the function name. This can be - used to set the cache key as we please. Returns: memoize decorator. - """ - # make_name is needed to distinguish between data source that have the same underlying function. This is not very - # important to enable in general but makes tests in TestCacheIndependence pass. @wrapt.decorator(enabled=lambda: data_manager._cache_has_app) def wrapper(wrapped, instance, args, kwargs): - return data_manager.cache.memoize(timeout=timeout, make_name=make_name)(wrapped)(*args, **kwargs) + return data_manager.cache.memoize(timeout=timeout)(wrapped)(*args, **kwargs) return wrapper @@ -62,16 +58,13 @@ class _DynamicData: Possibly in future, this will become a public class so you could directly do: >>> data_manager["dynamic_data"] = DynamicData(dynamic_data, timeout=5) - But we'd need to make sure that name is not an argument in __init__ then. At this point we might like to disable the behavior so that data_manager setitem and getitem handle the same object rather than doing an implicit conversion to _DynamicData. """ - def __init__(self, name: str, load_data: pd_DataFrameCallable): + def __init__(self, load_data: pd_DataFrameCallable): self.__load_data: pd_DataFrameCallable = load_data - # name is needed for the cache key and should not be modified by users. - self._name = name self.timeout: Optional[int] = None # We might also want a self.cache_arguments dictionary in future that allows user to customize more than just # timeout, but no rush to do this since other arguments are unlikely to be useful. @@ -84,39 +77,13 @@ def load(self, *args, **kwargs) -> pd.DataFrame: # TODO: Think about whether to use wrapt at all (probably yes) and how to handle enabled=False. # TODO: logger.debug("Cache miss; reloading data"). Could inject this with a decorator into load_data if wanted # to. - # Including make_name here ensures that the cache key for two data sources with the same underlying function - # This functionality is not particularly important to enable, but including make_name feels like a robust - # thing to do anyway: it's not strictly needed to make work the case that load_data is a bound method but - # probably good to keep for that in case the way that flask-caching handles bound methods changes. - # We don't memoize the load method itself since this is tricky to get working fully when load is called with + + # We don't memoize the load method itself as this is tricky to get working fully when load is called with # arguments, since we need the signature of the memoized function to match that of load_data. See # https://github.com/GrahamDumpleton/wrapt/issues/263. - # Note that flask caching cannot easily independently time out different instances with the same function - # load.__func__ underlying a bound method load. To achieve this (necessary for e.g. kedro datasets to work - # well) we have to trick it by giving the instances different qualname. Other workarounds to not work here - - # see https://github.com/mckinsey/vizro/blob/2c3e94c666cdc5e2c5ff2075f49c19005ebecc5c/vizro-core/src/vizro - # /managers/_data_manager.py#L44 for details. - # - # When load_data is a bound method (e.g. as it will be for a kedro dataset), - # flask_caching.utils.function_namespace generates a cache key based on __caching_id__ (if defined) or __repr__ - # of the instance to which it's bound. We need this to be something that uniquely labels the data source and - # is the same across all workers so use the data source name. Most repr methods include the id of the - # instance so would only work in the case that gunicorn is running with --preload: without preloading, the id - # of the same (e.g. kedro dataset) instance is not the same across different processes so the cache will not - # match up. - if hasattr(self.__load_data, "__self__"): # Note the self here is not the _DynamicData instance - it's the - # e.g. kedro dataset instance to which load_data is bound. - # The qualname has to be set here (or later at runtime) rather than when assigning to the data_manager so - # that you can set the qualname independently for two different data sources. In general it's hard to assign - # different qualname to the bound method of two different instances since they share the same underlying - # __func__, even when we try to copy/decorate it - using partial seems to be the only solution here to - # generate truly independent underlying functions. - self.__load_data.__self__.__caching_id__ = lambda _: self._name - self.__load_data.__func__.__qualname__ = ".".join( - [self.__load_data.__self__.__class__.__name__, self.__load_data.__func__.__name__, self._name] - ) - - return memoize(timeout=self.timeout, make_name=lambda _: self._name)(self.__load_data)(*args, **kwargs) + # It's also difficult to get memoize working correctly with bound methods anyway - see comment in + # DataManager.__setitem__. It's much easier to ensure that self.__load_data is always just a function. + return memoize(timeout=self.timeout)(self.__load_data)(*args, **kwargs) class _StaticData: @@ -133,7 +100,6 @@ class _StaticData: """ def __init__(self, data: pd.DataFrame): - # No need for _name here because static data doesn't need a cache key. self.__data = data def load(self) -> pd.DataFrame: @@ -186,27 +152,30 @@ def __init__(self): def __setitem__(self, name: DataSourceName, data: Union[pd.DataFrame, pd_DataFrameCallable]): """Adds `data` to the `DataManager` with key `name`.""" if callable(data): - # if not hasattr(data, "__name__") or not hasattr(data, "__qualname__"): - # # __qualname__ is required by flask-caching (even though we specify our own make_name) but - # # not defined for partial functions and just '' for lambda functions. Defining __qualname__ - # # means it's possible to have non-interfering caches for partial and lambda functions (similarly if we - # # end up using CapturedCallable, or that could instead set its own __qualname__). - # - # # partial does not have __name__ or __qualname__ unless explicitly assigned them and so will not work - # # with flask_caching. The partial object's func attribute is the full function but does not contain the - # # pre-set arguments so also does not work. We could manually set __name__ and __qualname__ based on the - # # func attribute or data source name here if using partial proves to be a good pattern. Similarly for - # # CapturedCallable, or that could instead set its own __name__ and __qualname__. - # # lambda function has __name__ and __qualname__ set to "" so would have interfering cache, - # raise TypeError( - # f"Data source {name}'s function does not have a name. If you have provide a `partial` object then " - # "either supply your partial function with `__name__` and `__qualname__` attributes or re-work your " - # "code to use a full function, e.g. using `lambda`." - # ) - # data.__qualname__ = name - # # TODO: write test for both partial and lambda - - self.__data[name] = _DynamicData(name, data) + # __qualname__ is required by flask-caching (even if we specify our own make_name) but + # not defined for partial functions and just '' for lambda functions. Defining __qualname__ + # means it's possible to have non-interfering caches for lambda functions (similarly if we + # end up using CapturedCallable, or that could instead set its own __qualname__). + # We handle __name__ the same way even though it's not currently essential to functioning of flask-caching + # in case they change the underlying implementation to use it. + # We use partial to effectively make an independent copy of the underlying data function. This means that + # it's possible to set __qualname__ independently for each data source. This is not essential for + # functions other than lambda, but it is essential for bound method, as flask-caching cannot easily + # independently timeout different instances with different bound methods but the same underlying function + # data.__func__. + # Once partial has been used, all dynamic data sources are on equal footing since they're all treated as + # functions rather than bound methods, e.g. by flask_caching.utils.function_namespace. This makes it much + # simpler to use flask-caching reliably. + # If we don't do this then the bound method case needs some uglier hacking to make work correctly - see + # https://github.com/mckinsey/vizro/blob/abb7eebb230ba7e6cfdf6150dc56b211a78b1cd5/vizro-core/src/vizro/ + # managers/_data_manager.py. + # It's important the __qualname__ is the same across all workers, so use the data source name rather than + # e.g. the repr method that includes the id of the instance so would only work in the case that gunicorn is + # running with --preload. + data = partial(data) + data.__name__ = ".".join([getattr(data.func, "__name__", ""), name]) + data.__qualname__ = ".".join([getattr(data.func, "__qualname__", ""), name]) + self.__data[name] = _DynamicData(data) elif isinstance(data, pd.DataFrame): self.__data[name] = _StaticData(data) else: diff --git a/vizro-core/tests/unit/vizro/managers/test_data_manager.py b/vizro-core/tests/unit/vizro/managers/test_data_manager.py index 3246477e4..e0d5260aa 100644 --- a/vizro-core/tests/unit/vizro/managers/test_data_manager.py +++ b/vizro-core/tests/unit/vizro/managers/test_data_manager.py @@ -101,8 +101,12 @@ def load(self, label="x"): make_random_data_lambda = lambda: make_random_data() +make_random_data_partial = partial(make_random_data) + make_random_data_with_args_lambda = lambda label="x": make_random_data_with_args(label) +make_random_data_with_args_partial = partial(make_random_data_with_args) + # We test the function and bound method cases but not the unbound methods RandomData.load and RandomDataWithArgs.load # which are not important. @@ -115,6 +119,8 @@ def load(self, label="x"): RandomDataWithArgs().load, make_random_data_lambda, make_random_data_with_args_lambda, + make_random_data_partial, + make_random_data_with_args_partial, ], ) class TestCacheNotOperational: @@ -163,6 +169,7 @@ def simple_cache(): make_random_data, RandomData().load, make_random_data_lambda, + make_random_data_partial, ], ) class TestCache: @@ -210,7 +217,13 @@ def test_change_individual_timeout(self, data_callable, simple_cache): # We test the function and bound method cases but not the unbound method RandomDataWithArgs.load which is not important. @pytest.mark.usefixtures("simple_cache") @pytest.mark.parametrize( - "data_callable", [make_random_data_with_args, RandomDataWithArgs().load, make_random_data_with_args_lambda] + "data_callable", + [ + make_random_data_with_args, + RandomDataWithArgs().load, + make_random_data_with_args_lambda, + make_random_data_with_args_partial, + ], ) class TestCacheWithArguments: def test_default_timeout(self, data_callable): @@ -307,9 +320,11 @@ class TestCacheIndependence: (make_random_data, {}), (RandomData().load, {}), (make_random_data_lambda, {}), + (make_random_data_partial, {}), (make_random_data_with_args, {"label": "z"}), (RandomDataWithArgs().load, {"label": "z"}), (make_random_data_with_args_lambda, {"label": "z"}), + (make_random_data_with_args_partial, {"label": "z"}), ], ) def test_shared_dynamic_data_callable_no_timeout(self, data_callable, kwargs, simple_cache): @@ -336,9 +351,11 @@ def test_shared_dynamic_data_callable_no_timeout(self, data_callable, kwargs, si (make_random_data, {}), (RandomData().load, {}), (make_random_data_lambda, {}), + (make_random_data_partial, {}), (make_random_data_with_args, {"label": "z"}), (RandomDataWithArgs().load, {"label": "z"}), (make_random_data_with_args_lambda, {"label": "z"}), + (make_random_data_with_args_partial, {"label": "z"}), ], ) def test_shared_dynamic_data_callable_with_timeout(self, data_callable, kwargs, simple_cache): From 5a8aa65dcc2048e56a7b952b9e764d79e07d2ebf Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 14 May 2024 15:21:36 +0000 Subject: [PATCH 24/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/src/vizro/managers/_data_manager.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index 8ccc2ea68..8e8546a0a 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -2,10 +2,9 @@ from __future__ import annotations -from functools import partial - import logging import warnings +from functools import partial from typing import Callable, Dict, Optional, Union import pandas as pd @@ -35,6 +34,7 @@ def memoize(*, timeout: Optional[int]) -> Callable: Returns: memoize decorator. + """ @wrapt.decorator(enabled=lambda: data_manager._cache_has_app) From 867c5bf457a832ccd2beba25c30af875f89c139a Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Tue, 14 May 2024 17:10:15 +0100 Subject: [PATCH 25/82] Remove memoize decorator so it's done inside load method instead --- .../src/vizro/managers/_data_manager.py | 48 +++++++++---------- .../unit/vizro/managers/test_data_manager.py | 4 -- 2 files changed, 22 insertions(+), 30 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index 8e8546a0a..214da1e85 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -2,9 +2,10 @@ from __future__ import annotations +from functools import partial + import logging import warnings -from functools import partial from typing import Callable, Dict, Optional, Union import pandas as pd @@ -21,25 +22,17 @@ pd_DataFrameCallable = Callable[..., pd.DataFrame] -def memoize(*, timeout: Optional[int]) -> Callable: - """Creates memoize decorator for use with data_manager.cache. - - Follows the pattern recommended in https://wrapt.readthedocs.io/en/latest/decorators.html#decorators-with-arguments - or making a wrapt.decorator with arguments. This is just a wrapper for flask_caching.Cache.memoize with the timeout - and make_name arguments exposed as keyword-only arguments. - - Args: - timeout: passed through to flask_caching.Cache.memoize. If set to None, will just use - the CACHE_DEFAULT_TIMEOUT; if set to an integer, will cache for that number of seconds. - - Returns: - memoize decorator. - - """ - - @wrapt.decorator(enabled=lambda: data_manager._cache_has_app) +# TODO: consider merging with model_utils _log_call. Using wrapt.decorator is definitely better here. Might need +# messags that run before/after the wrapped function call. +# Follows the pattern recommended in https://wrapt.readthedocs.io/en/latest/decorators.html#decorators-with-arguments +# for making a wrapt.decorator with arguments. +def _log_call(message: str) -> Callable: + @wrapt.decorator def wrapper(wrapped, instance, args, kwargs): - return data_manager.cache.memoize(timeout=timeout)(wrapped)(*args, **kwargs) + logging.debug(message) + # Might be useful if merged with model_utils _log_call. + # logging.debug(message.format(wrapped=wrapped, instance=instance, args=args, kwargs=kwargs)) + return wrapped(*args, **kwargs) return wrapper @@ -71,19 +64,22 @@ def __init__(self, load_data: pd_DataFrameCallable): def load(self, *args, **kwargs) -> pd.DataFrame: """Loads data.""" - # Note you get the same "cache missed" message if NullCache is running or if data_manager._cache_has_app is - # False. - # TODO: Think about whether to use wrapt at all (probably yes) and how to handle enabled=False. - # TODO: logger.debug("Cache miss; reloading data"). Could inject this with a decorator into load_data if wanted - # to. - + # Data source name can be extracted from the function's name since it was added there in + # DataManager.__setitem__. + logger.debug("Requesting data for %s", self.__load_data.__name__.rpartition(".")[-1]) # We don't memoize the load method itself as this is tricky to get working fully when load is called with # arguments, since we need the signature of the memoized function to match that of load_data. See # https://github.com/GrahamDumpleton/wrapt/issues/263. # It's also difficult to get memoize working correctly with bound methods anyway - see comment in # DataManager.__setitem__. It's much easier to ensure that self.__load_data is always just a function. - return memoize(timeout=self.timeout)(self.__load_data)(*args, **kwargs) + if data_manager._cache_has_app: + load_data = _log_call("Cache miss; reloading data")(self.__load_data) + load_data = data_manager.cache.memoize(timeout=self.timeout)(load_data) + else: + logging.debug("Cache not active; reloading data") + load_data = self.__load_data + return load_data(*args, **kwargs) class _StaticData: diff --git a/vizro-core/tests/unit/vizro/managers/test_data_manager.py b/vizro-core/tests/unit/vizro/managers/test_data_manager.py index e0d5260aa..d324f540d 100644 --- a/vizro-core/tests/unit/vizro/managers/test_data_manager.py +++ b/vizro-core/tests/unit/vizro/managers/test_data_manager.py @@ -63,10 +63,6 @@ def test_static_data_does_not_support_timeout(self): ): data_manager["data"].timeout = 10 - def test_setitem_invalid_callable(self): - with pytest.raises(TypeError, match="Data source data's function does not have a name."): - data_manager["data"] = partial(make_fixed_data) - def test_setitem_invalid_type(self): with pytest.raises( TypeError, match="Data source data must be a pandas DataFrame or function that returns a pandas DataFrame." From 7e036721b6725c41331be5c2595fd5365d6c0963 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Tue, 14 May 2024 17:38:40 +0100 Subject: [PATCH 26/82] Add debug logger to make testing easier --- .../src/vizro/managers/_data_manager.py | 30 +++++++++++++++---- .../unit/vizro/managers/test_data_manager.py | 2 +- 2 files changed, 25 insertions(+), 7 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index 214da1e85..e1f544432 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -2,6 +2,8 @@ from __future__ import annotations +import os + from functools import partial import logging @@ -14,7 +16,19 @@ from vizro.managers._managers_utils import _state_modifier -logger = logging.getLogger(__name__) + +##################### +# Just for the purposes of easily seeing the right debug messages. Remove before merging to main and revert to this: +# logger = logging.getLogger(__name__) +class PrefixAdapter(logging.LoggerAdapter): + def process(self, msg, kwargs): + return f"[DATA MANAGER] {msg}", kwargs + + +logger = PrefixAdapter(logging.getLogger(__name__), {}) +logger.setLevel(logging.DEBUG) +##################### + # Really DataSourceName should be NewType and not just aliases but then for a user's code to type check # correctly they would need to cast all strings to these types. @@ -23,13 +37,13 @@ # TODO: consider merging with model_utils _log_call. Using wrapt.decorator is definitely better here. Might need -# messags that run before/after the wrapped function call. +# messages that run before/after the wrapped function call. # Follows the pattern recommended in https://wrapt.readthedocs.io/en/latest/decorators.html#decorators-with-arguments # for making a wrapt.decorator with arguments. def _log_call(message: str) -> Callable: @wrapt.decorator def wrapper(wrapped, instance, args, kwargs): - logging.debug(message) + logger.debug(message) # Might be useful if merged with model_utils _log_call. # logging.debug(message.format(wrapped=wrapped, instance=instance, args=args, kwargs=kwargs)) return wrapped(*args, **kwargs) @@ -64,20 +78,24 @@ def __init__(self, load_data: pd_DataFrameCallable): def load(self, *args, **kwargs) -> pd.DataFrame: """Loads data.""" - # TODO: Think about whether to use wrapt at all (probably yes) and how to handle enabled=False. # Data source name can be extracted from the function's name since it was added there in # DataManager.__setitem__. - logger.debug("Requesting data for %s", self.__load_data.__name__.rpartition(".")[-1]) + logger.debug( + "Looking in cache for data source %s on process %s", + self.__load_data.__name__.rpartition(".")[-1], + os.getpid(), + ) # We don't memoize the load method itself as this is tricky to get working fully when load is called with # arguments, since we need the signature of the memoized function to match that of load_data. See # https://github.com/GrahamDumpleton/wrapt/issues/263. # It's also difficult to get memoize working correctly with bound methods anyway - see comment in # DataManager.__setitem__. It's much easier to ensure that self.__load_data is always just a function. if data_manager._cache_has_app: + # This includes the case of NullCache. load_data = _log_call("Cache miss; reloading data")(self.__load_data) load_data = data_manager.cache.memoize(timeout=self.timeout)(load_data) else: - logging.debug("Cache not active; reloading data") + logger.debug("Cache not active; reloading data") load_data = self.__load_data return load_data(*args, **kwargs) diff --git a/vizro-core/tests/unit/vizro/managers/test_data_manager.py b/vizro-core/tests/unit/vizro/managers/test_data_manager.py index d324f540d..5dcb60b47 100644 --- a/vizro-core/tests/unit/vizro/managers/test_data_manager.py +++ b/vizro-core/tests/unit/vizro/managers/test_data_manager.py @@ -121,7 +121,7 @@ def load(self, label="x"): ) class TestCacheNotOperational: def test_null_cache_no_app(self, data_callable): - # No app at all, so memoize decorator is bypassed completely as data_manager._cache_has_app is False. + # No app at all, so data_manager._cache_has_app is False. data_manager["data"] = data_callable loaded_data_1 = data_manager["data"].load() loaded_data_2 = data_manager["data"].load() From 0ee972918c15783983ba874827a547fac2faadf9 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 14 May 2024 16:39:07 +0000 Subject: [PATCH 27/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/src/vizro/managers/_data_manager.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index e1f544432..285afe9a4 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -2,12 +2,10 @@ from __future__ import annotations -import os - -from functools import partial - import logging +import os import warnings +from functools import partial from typing import Callable, Dict, Optional, Union import pandas as pd From 700ea7c17fd3516833e1e46d8ea1f21ceeae1253 Mon Sep 17 00:00:00 2001 From: Antony Milne <49395058+antonymilne@users.noreply.github.com> Date: Tue, 14 May 2024 21:22:53 +0100 Subject: [PATCH 28/82] Update vizro-core/tests/unit/vizro/integrations/kedro/fixtures/test_catalog.yaml Signed-off-by: Antony Milne <49395058+antonymilne@users.noreply.github.com> --- .../unit/vizro/integrations/kedro/fixtures/test_catalog.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vizro-core/tests/unit/vizro/integrations/kedro/fixtures/test_catalog.yaml b/vizro-core/tests/unit/vizro/integrations/kedro/fixtures/test_catalog.yaml index 382fede55..8ae6ef952 100644 --- a/vizro-core/tests/unit/vizro/integrations/kedro/fixtures/test_catalog.yaml +++ b/vizro-core/tests/unit/vizro/integrations/kedro/fixtures/test_catalog.yaml @@ -3,5 +3,5 @@ companies: filepath: companies.json reviews: - type: pandas.JSONDataset + type: pickle.PickleDataset filepath: reviews.pkl From dbd1f62e5174cc0f07a2c6d979af0e095e9828be Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Tue, 14 May 2024 21:32:57 +0100 Subject: [PATCH 29/82] Add changelog --- ...ntony.milne_dynamic_data_load_with_args.md | 48 +++++++++++++++++++ .../src/vizro/managers/_data_manager.py | 19 ++++---- 2 files changed, 56 insertions(+), 11 deletions(-) create mode 100644 vizro-core/changelog.d/20240514_213231_antony.milne_dynamic_data_load_with_args.md diff --git a/vizro-core/changelog.d/20240514_213231_antony.milne_dynamic_data_load_with_args.md b/vizro-core/changelog.d/20240514_213231_antony.milne_dynamic_data_load_with_args.md new file mode 100644 index 000000000..f1f65e73c --- /dev/null +++ b/vizro-core/changelog.d/20240514_213231_antony.milne_dynamic_data_load_with_args.md @@ -0,0 +1,48 @@ + + + + + + + + + diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index 285afe9a4..a9ce33f74 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -27,22 +27,21 @@ def process(self, msg, kwargs): logger.setLevel(logging.DEBUG) ##################### - # Really DataSourceName should be NewType and not just aliases but then for a user's code to type check # correctly they would need to cast all strings to these types. DataSourceName = str pd_DataFrameCallable = Callable[..., pd.DataFrame] -# TODO: consider merging with model_utils _log_call. Using wrapt.decorator is definitely better here. Might need -# messages that run before/after the wrapped function call. +# TODO: consider merging with model_utils _log_call. Using wrapt.decorator is probably better than functools here. +# Might need messages that run before/after the wrapped function call. # Follows the pattern recommended in https://wrapt.readthedocs.io/en/latest/decorators.html#decorators-with-arguments # for making a wrapt.decorator with arguments. def _log_call(message: str) -> Callable: @wrapt.decorator def wrapper(wrapped, instance, args, kwargs): logger.debug(message) - # Might be useful if merged with model_utils _log_call. + # Might be useful if merged with model_utils _log_call: # logging.debug(message.format(wrapped=wrapped, instance=instance, args=args, kwargs=kwargs)) return wrapped(*args, **kwargs) @@ -76,8 +75,7 @@ def __init__(self, load_data: pd_DataFrameCallable): def load(self, *args, **kwargs) -> pd.DataFrame: """Loads data.""" - # Data source name can be extracted from the function's name since it was added there in - # DataManager.__setitem__. + # Data source name can be extracted from the function's name since it was added there in DataManager.__setitem__ logger.debug( "Looking in cache for data source %s on process %s", self.__load_data.__name__.rpartition(".")[-1], @@ -172,15 +170,14 @@ def __setitem__(self, name: DataSourceName, data: Union[pd.DataFrame, pd_DataFra # in case they change the underlying implementation to use it. # We use partial to effectively make an independent copy of the underlying data function. This means that # it's possible to set __qualname__ independently for each data source. This is not essential for - # functions other than lambda, but it is essential for bound method, as flask-caching cannot easily + # functions other than lambda, but it is essential for bound methods, as flask-caching cannot easily # independently timeout different instances with different bound methods but the same underlying function - # data.__func__. + # data.__func__. If we don't do this then the bound method case needs some uglier hacking to make work + # correctly - see https://github.com/mckinsey/vizro/blob/abb7eebb230ba7e6cfdf6150dc56b211a78b1cd5/ + # vizro-core/src/vizro/managers/_data_manager.py. # Once partial has been used, all dynamic data sources are on equal footing since they're all treated as # functions rather than bound methods, e.g. by flask_caching.utils.function_namespace. This makes it much # simpler to use flask-caching reliably. - # If we don't do this then the bound method case needs some uglier hacking to make work correctly - see - # https://github.com/mckinsey/vizro/blob/abb7eebb230ba7e6cfdf6150dc56b211a78b1cd5/vizro-core/src/vizro/ - # managers/_data_manager.py. # It's important the __qualname__ is the same across all workers, so use the data source name rather than # e.g. the repr method that includes the id of the instance so would only work in the case that gunicorn is # running with --preload. From 893b63f033e679a74f221854c84b925bdbc209c3 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Tue, 14 May 2024 23:40:15 +0100 Subject: [PATCH 30/82] Oops --- vizro-core/src/vizro/managers/_data_manager.py | 2 ++ vizro-core/tests/unit/vizro/managers/test_data_manager.py | 4 ++-- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index 810b31947..bdd560940 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -2,6 +2,8 @@ from __future__ import annotations +import os + import logging import warnings from functools import partial diff --git a/vizro-core/tests/unit/vizro/managers/test_data_manager.py b/vizro-core/tests/unit/vizro/managers/test_data_manager.py index 5dcb60b47..5fd6d188d 100644 --- a/vizro-core/tests/unit/vizro/managers/test_data_manager.py +++ b/vizro-core/tests/unit/vizro/managers/test_data_manager.py @@ -95,11 +95,11 @@ def load(self, label="x"): return make_random_data_with_args(label) -make_random_data_lambda = lambda: make_random_data() +make_random_data_lambda = lambda: make_random_data() # noqa: E731 make_random_data_partial = partial(make_random_data) -make_random_data_with_args_lambda = lambda label="x": make_random_data_with_args(label) +make_random_data_with_args_lambda = lambda label="x": make_random_data_with_args(label) # noqa: E731 make_random_data_with_args_partial = partial(make_random_data_with_args) From 8c5d85888ecdc7f24fa9cd19e420524dd8a8f9d8 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 14 May 2024 22:40:45 +0000 Subject: [PATCH 31/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/src/vizro/managers/_data_manager.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index bdd560940..c3441b9ee 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -2,9 +2,8 @@ from __future__ import annotations -import os - import logging +import os import warnings from functools import partial from typing import Callable, Dict, Optional, Union From cab9740ff1ed5bfb56a70679431355c950e94a50 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Wed, 15 May 2024 10:40:34 +0100 Subject: [PATCH 32/82] Add update_wrapper and __module__ assignment for partial(data) --- vizro-core/src/vizro/managers/_data_manager.py | 14 +++++++++++--- 1 file changed, 11 insertions(+), 3 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index c3441b9ee..6c858af11 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -2,6 +2,8 @@ from __future__ import annotations +import functools + import logging import os import warnings @@ -180,9 +182,15 @@ def __setitem__(self, name: DataSourceName, data: Union[pd.DataFrame, pd_DataFra # It's important the __qualname__ is the same across all workers, so use the data source name rather than # e.g. the repr method that includes the id of the instance so would only work in the case that gunicorn is # running with --preload. - data = partial(data) - data.__name__ = ".".join([getattr(data.func, "__name__", ""), name]) - data.__qualname__ = ".".join([getattr(data.func, "__qualname__", ""), name]) + # __module__ is also required in flask_caching.utils.function_namespace and not defined for partial + # functions in some versions of Python. + # update_wrapper ensures that __module__, __name__, __qualname__, __annotations__ and __doc__ are + # assigned to the new partial(data) the same as they were in data. This isn't strictly necessary but makes + # inspecting these functions easier. + data = functools.update_wrapper(partial(data), data) + data.__module__ = getattr(data, "__module__", "") + data.__name__ = ".".join([getattr(data, "__name__", ""), name]) + data.__qualname__ = ".".join([getattr(data, "__qualname__", ""), name]) self.__data[name] = _DynamicData(data) elif isinstance(data, pd.DataFrame): self.__data[name] = _StaticData(data) From 850a62cd0a7cd2f358aa0953edb9228fae05665c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 15 May 2024 09:41:00 +0000 Subject: [PATCH 33/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/src/vizro/managers/_data_manager.py | 1 - 1 file changed, 1 deletion(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index 6c858af11..0ddd5f2bc 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -3,7 +3,6 @@ from __future__ import annotations import functools - import logging import os import warnings From d8269c8cc3c6c718aa4e158d0b3d2e3f0adec4ec Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Wed, 15 May 2024 13:59:11 +0100 Subject: [PATCH 34/82] First attempt at docs --- ...9_antony.milne_parametrise_dynamic_data.md | 48 ++++++++ vizro-core/docs/pages/user-guides/data.md | 108 +++++++++++++++++- vizro-core/docs/pages/user-guides/filters.md | 2 +- .../src/vizro/models/_controls/parameter.py | 4 +- 4 files changed, 154 insertions(+), 8 deletions(-) create mode 100644 vizro-core/changelog.d/20240515_104219_antony.milne_parametrise_dynamic_data.md diff --git a/vizro-core/changelog.d/20240515_104219_antony.milne_parametrise_dynamic_data.md b/vizro-core/changelog.d/20240515_104219_antony.milne_parametrise_dynamic_data.md new file mode 100644 index 000000000..f1f65e73c --- /dev/null +++ b/vizro-core/changelog.d/20240515_104219_antony.milne_parametrise_dynamic_data.md @@ -0,0 +1,48 @@ + + + + + + + + + diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index 95e1f32c0..c4f8163e0 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -26,6 +26,8 @@ graph TD classDef clickable color:#4051b5; ``` +[//]: # (TODO: add to this diagram?) + ??? note "Static vs. dynamic data comparison" This table gives a full comparison between static and dynamic data. Do not worry if you do not yet understand everything in it; it will become clearer after reading more about [static data](#static-data) and [dynamic data](#dynamic-data)! @@ -137,7 +139,6 @@ Unlike static data, dynamic data cannot be supplied directly into the `data_fram The example below shows how data is fetched dynamically every time the page is refreshed. When you run the code and refresh the page the function `load_iris_data` is re-run, which returns different data each time. The example uses the Iris data saved to a file `iris.csv` in the same directory as `app.py`. This data can be generated using `px.data.iris()` or [downloaded](../../assets/user_guides/data/iris.csv). - !!! example "Dynamic data" === "app.py" ```py @@ -167,7 +168,7 @@ The example below shows how data is fetched dynamically every time the page is r ``` 1. `iris` is a pandas DataFrame created by reading from the CSV file `iris.csv`. - 2. To demonstrate that dynamic data can change when the page is refreshed, select 30 points at random. This simulates what would happen if your file `iris.csv` were constantly changing. + 2. To demonstrate that dynamic data can change when the page is refreshed, select 50 points at random. This simulates what would happen if your file `iris.csv` were constantly changing. 3. To use `load_iris_data` as dynamic data it must be added to the data manager. You should **not** actually call the function as `load_iris_data()`; doing so would result in static data that cannot be reloaded. 4. Dynamic data is referenced by the name of the data source `"iris"`. @@ -217,8 +218,6 @@ In a development environment the easiest way to enable caching is to use a [simp Vizro().build(dashboard).run() ``` - - By default, when caching is turned on, dynamic data is cached in the data manager for 5 minutes. A refresh of the dashboard within this time interval will fetch the pandas DataFrame from the cache and _not_ re-run the data loading function. Once the cache timeout period has elapsed, the next refresh of the dashboard will re-execute the dynamic data loading function. The resulting pandas DataFrame will again be put into the cache and not expire until another 5 minutes has elapsed. If you would like to alter some options, such as the default cache timeout, then you can specify a different cache configuration: @@ -268,3 +267,104 @@ data_manager["slow_expire_data"].timeout = 60 * 60 data_manager["no_expire_data"] = load_iris_data data_manager["no_expire_data"].timeout = 0 ``` + +### Parametrize data loading + +You can supply arguments to your dynamic data loading function that can be modified from the dashboard. For example, if you are handling big data then you might like to load on demand only one chunk of the data. + +To add a parameter to control a dynamic data source, do the following: +- add the appropriate argument to your dynamic data function. +- add an `id` to all components that have a data source you wish to alter through a parameter. +- [add a parameter](parameters.md) with `targets` of the form `.data_frame.` and a suitable [selector](selectors.md) + +For example, let us extend the [dynamic data example](#dynamic-data) to show how the `load_iris_data` can take an argument `number_of_points` controlled from the dashboard with a [`Slider`][vizro.models.Slider]. + +!!! example "Parametrized dynamic data" + === "app.py" + ```py hl_lines="8, 10, 19" + from vizro import Vizro + import pandas as pd + import vizro.plotly.express as px + import vizro.models as vm + + from vizro.managers import data_manager + + def load_iris_data(number_of_points): # (1)! + iris = pd.read_csv("iris.csv") # (2)! + return iris.sample(number_of_points) # (3)! + + data_manager["iris"] = load_iris_data # (4)! + + page = vm.Page( + title="Update the chart on page refresh", + components=[ + vm.Graph(id="graph", figure=px.box("iris", x="species", y="petal_width", color="species")) # (5)! + ], + controls=[vm.Parameter(targets=["graph.data_frame.number_of_points"], selector=vm.Slider(min=1, max=20, value=10)], # (6)! + ) + + dashboard = vm.Dashboard(pages=[page]) + + Vizro().build(dashboard).run() + ``` + + 1. `load_iris_data` now takes a single argument, `number_of_points`. + 2. `iris` is still a pandas DataFrame created by reading from the CSV file `iris.csv`. + 3. Sample points at random, where `number_of_points` gives the number of points selected. + 4. To use `load_iris_data` as dynamic data it must be added to the data manager. You should **not** actually call the function as `load_iris_data(number_of_points=...)`; doing so would result in static data that cannot be reloaded. + 5. Give the graph `id="graph"` so that the `vm.Parameter` can target it. Dynamic data is referenced by the name of the data source `"iris"`. + 6. Create a `vm.Paramater` to target the `number_of_points` argument for the `data_frame` used in `graph`. + + === "Result" + [![DynamicData]][DynamicData] + + [DynamicData]: ../../assets/user_guides/data/dynamic_data.gif + + + +Parametrized data loading is compatible with [caching](#configure-cache). The cache uses [memoization](https://flask-caching.readthedocs.io/en/latest/#memoization), so that the dynamic data function's arguments are included in the cache key. This means that, for example `load_iris_data(number_of_points=10)` is cached independently of `load_iris_data(number_of_points=20)`. + +!!! warning + + You should always [treat the content of user input as untrusted](https://community.plotly.com/t/writing-secure-dash-apps-community-thread/54619). For example, you should not expose as a parameter a filepath to load without, for example, passing it through [werkzeug.utils.secure_filename](https://werkzeug.palletsprojects.com/en/3.0.x/utils/#werkzeug.utils.secure_filename); otherwise you might enable a user to access arbitrary files from your server. + +It is not possible to pass [nested parameters](parameters.md#nested-parameters) to dynamic data. You can only target top-level arguments of the data loading function and not address nested keys in a dictionary. + +#### Filters + +If your dashboard includes a [filter](filters.md) then you should be aware of some limitations that currently exist but should be lifted in future releases. If these limitations are problematic for you then please [raise an issue on our Github repo](https://github.com/mckinsey/vizro/issues/). + +The possible values shown on a filter's [selector](selectors.md) are fixed and do not update while the dashboard is running. Furthermore, all the arguments of your data loading function must be optional by defining default values. Regardless of the value of the `vm.Parameter`, these default values are used when the `vm.Filter` is built in order to determine the type of selector used in a filter and the options shown. + +??? example "Parametrized dynamic data with a filter" + ```py hl_lines="8, 21" + from vizro import Vizro + import pandas as pd + import vizro.plotly.express as px + import vizro.models as vm + + from vizro.managers import data_manager + + def load_iris_data(number_of_points=10): + iris = pd.read_csv("iris.csv") + return iris.sample(number_of_points) + + data_manager["iris"] = load_iris_data + + page = vm.Page( + title="Update the chart on page refresh", + components=[ + vm.Graph(id="graph", figure=px.box("iris", x="species", y="petal_width", color="species")) + ], + controls=[ + vm.Parameter(targets=["graph.data_frame.number_of_points"], selector=vm.Slider(min=1, max=20, value=10), + vm.Filter(column="species"), + ], + ) + + dashboard = vm.Dashboard(pages=[page]) + + Vizro().build(dashboard).run() + ``` + +Although a selector is automatically chosen for you in a filter, remember that [you can change it](filters.md#changing-selectors). For example, we could ensure that by explicitly specifying `vm.Filter(column="species", selector=vm.Dropdown(options=["setosa", "versicolor", "virginica"])`. diff --git a/vizro-core/docs/pages/user-guides/filters.md b/vizro-core/docs/pages/user-guides/filters.md index 6652d1e18..7a904e813 100644 --- a/vizro-core/docs/pages/user-guides/filters.md +++ b/vizro-core/docs/pages/user-guides/filters.md @@ -82,7 +82,7 @@ Currently available selectors are [`Checklist`][vizro.models.Checklist], [`Dropd vm.Graph(figure=px.scatter(iris, x="sepal_length", y="petal_width")), ], controls=[ - vm.Filter(column="species",selector=vm.RadioItems()), + vm.Filter(column="species", selector=vm.RadioItems()), ], ) diff --git a/vizro-core/src/vizro/models/_controls/parameter.py b/vizro-core/src/vizro/models/_controls/parameter.py index 51a97b884..42e94cab3 100644 --- a/vizro-core/src/vizro/models/_controls/parameter.py +++ b/vizro-core/src/vizro/models/_controls/parameter.py @@ -18,9 +18,7 @@ class Parameter(VizroBaseModel): """Alter the arguments supplied to any `targets` on the [`Page`][vizro.models.Page]. Examples: - >>> print(repr(Parameter( - >>> targets=["scatter.x"], selector=Slider(min=0, max=1, default=0.8, title="Bubble opacity")))) - + >>> Parameter(targets=["scatter.x"], selector=Slider(min=0, max=1, default=0.8, title="Bubble opacity")) Args: type (Literal["parameter"]): Defaults to `"parameter"`. targets (List[str]): Targets in the form of `.`. From a49e660f6b24fb6c13098c93eb5b0c6255b38c23 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Wed, 15 May 2024 13:59:11 +0100 Subject: [PATCH 35/82] First attempt at docs --- vizro-core/docs/pages/user-guides/parameters.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/vizro-core/docs/pages/user-guides/parameters.md b/vizro-core/docs/pages/user-guides/parameters.md index 9b3ceea80..b8ea4264c 100644 --- a/vizro-core/docs/pages/user-guides/parameters.md +++ b/vizro-core/docs/pages/user-guides/parameters.md @@ -1,3 +1,5 @@ + + # How to use parameters This guide shows you how to add parameters to your dashboard. One main way to interact with the charts/components on your page is by changing the parameters of the underlying function that creates the chart/component. From 815393a5ec521dcbaae9beff2db42894d338e080 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 15 May 2024 13:02:26 +0000 Subject: [PATCH 36/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/docs/pages/user-guides/data.md | 10 +++++----- vizro-core/src/vizro/models/_controls/parameter.py | 1 + 2 files changed, 6 insertions(+), 5 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index c4f8163e0..ca37a6fb2 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -275,7 +275,7 @@ You can supply arguments to your dynamic data loading function that can be modif To add a parameter to control a dynamic data source, do the following: - add the appropriate argument to your dynamic data function. - add an `id` to all components that have a data source you wish to alter through a parameter. -- [add a parameter](parameters.md) with `targets` of the form `.data_frame.` and a suitable [selector](selectors.md) +- [add a parameter](parameters.md) with `targets` of the form `.data_frame.` and a suitable [selector](selectors.md) For example, let us extend the [dynamic data example](#dynamic-data) to show how the `load_iris_data` can take an argument `number_of_points` controlled from the dashboard with a [`Slider`][vizro.models.Slider]. @@ -313,7 +313,7 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how 3. Sample points at random, where `number_of_points` gives the number of points selected. 4. To use `load_iris_data` as dynamic data it must be added to the data manager. You should **not** actually call the function as `load_iris_data(number_of_points=...)`; doing so would result in static data that cannot be reloaded. 5. Give the graph `id="graph"` so that the `vm.Parameter` can target it. Dynamic data is referenced by the name of the data source `"iris"`. - 6. Create a `vm.Paramater` to target the `number_of_points` argument for the `data_frame` used in `graph`. + 6. Create a `vm.Paramater` to target the `number_of_points` argument for the `data_frame` used in `graph`. === "Result" [![DynamicData]][DynamicData] @@ -322,7 +322,7 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how -Parametrized data loading is compatible with [caching](#configure-cache). The cache uses [memoization](https://flask-caching.readthedocs.io/en/latest/#memoization), so that the dynamic data function's arguments are included in the cache key. This means that, for example `load_iris_data(number_of_points=10)` is cached independently of `load_iris_data(number_of_points=20)`. +Parametrized data loading is compatible with [caching](#configure-cache). The cache uses [memoization](https://flask-caching.readthedocs.io/en/latest/#memoization), so that the dynamic data function's arguments are included in the cache key. This means that, for example `load_iris_data(number_of_points=10)` is cached independently of `load_iris_data(number_of_points=20)`. !!! warning @@ -334,9 +334,9 @@ It is not possible to pass [nested parameters](parameters.md#nested-parameters) If your dashboard includes a [filter](filters.md) then you should be aware of some limitations that currently exist but should be lifted in future releases. If these limitations are problematic for you then please [raise an issue on our Github repo](https://github.com/mckinsey/vizro/issues/). -The possible values shown on a filter's [selector](selectors.md) are fixed and do not update while the dashboard is running. Furthermore, all the arguments of your data loading function must be optional by defining default values. Regardless of the value of the `vm.Parameter`, these default values are used when the `vm.Filter` is built in order to determine the type of selector used in a filter and the options shown. +The possible values shown on a filter's [selector](selectors.md) are fixed and do not update while the dashboard is running. Furthermore, all the arguments of your data loading function must be optional by defining default values. Regardless of the value of the `vm.Parameter`, these default values are used when the `vm.Filter` is built in order to determine the type of selector used in a filter and the options shown. -??? example "Parametrized dynamic data with a filter" +??? example "Parametrized dynamic data with a filter" ```py hl_lines="8, 21" from vizro import Vizro import pandas as pd diff --git a/vizro-core/src/vizro/models/_controls/parameter.py b/vizro-core/src/vizro/models/_controls/parameter.py index 42e94cab3..770b241ec 100644 --- a/vizro-core/src/vizro/models/_controls/parameter.py +++ b/vizro-core/src/vizro/models/_controls/parameter.py @@ -19,6 +19,7 @@ class Parameter(VizroBaseModel): Examples: >>> Parameter(targets=["scatter.x"], selector=Slider(min=0, max=1, default=0.8, title="Bubble opacity")) + Args: type (Literal["parameter"]): Defaults to `"parameter"`. targets (List[str]): Targets in the form of `.`. From c7746d64eed2d84366532bbb8921a1fbd96a60b5 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Fri, 17 May 2024 11:15:12 +0200 Subject: [PATCH 37/82] Adding the _dev/app.py file to make testing easier for other reviewers --- vizro-core/examples/_dev/app.py | 105 ++++++++++++++------------------ 1 file changed, 47 insertions(+), 58 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index 99e596fc9..b875abbfb 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -1,74 +1,63 @@ """Dev app to try things out.""" +from flask_caching import Cache import pandas as pd import vizro.models as vm +import vizro.plotly.express as px from vizro import Vizro -from vizro.tables import dash_ag_grid +from vizro.managers import data_manager -# DATA -data = { - "this_is_a_really_long_column_name_0": [ - "sdfjalskdfnaksnfa;sldknfalksdnfl;kasdnfl;kasndflkasdf", - "sdfjalskdfnaksnfa;sldknfalksdnfl;kasdnfl;kasndflkasdf", - "sdfjalskdfnaksnfa;sldknfalksdnfl;kasdnfl;kasndflkasdf", - ], - "short_col_name": [4, 5, 6], - "this_is_a_really_long_column_name_2": [ - "sdfjalskdfnaksnfa;sldknfalksdnfl;kasdnfl;kasndflkasdf", - "sdfjalskdfnaksnfa;sldknfalksdnfl;kasdnfl;kasndflkasdf", - "sdfjalskdfnaksnfa;sldknfalksdnfl;kasdnfl;kasndflkasdf", - ], - "short": [10, 11, 12], - "this_is_a_really_long_column_name_4": [ - "sdfjalskdfnaksnfa;sldknfalksdnfl;kasdnfl;kasndflkasdf", - "sdfjalskdfnaksnfa;sldknfalksdnfl;kasdnfl;kasndflkasdf", - "sdfjalskdfnaksnfa;sldknfalksdnfl;kasdnfl;kasndflkasdf", - ], - "this_is_a_really_long_column_name_6": [ - "sdfjalskdfnaksnfa;sldknfalksdnfl;kasdnfl;kasndflkasdf", - "sdfjalskdfnaksnfa;sldknfalksdnfl;kasdnfl;kasndflkasdf", - "sdfjalskdfnaksnfa;sldknfalksdnfl;kasdnfl;kasndflkasdf", - ], - "short4": [10, 11, 12], - "this_is_a_really_long_column_name_7": [13, 14, 15], -} -df = pd.DataFrame(data) +def conf(title=""): + return { + 'x': 'gdpPercap', + 'y': 'lifeExp', + 'color': 'continent', + 'title': title, + } + + +def get_data_function(): + return px.data.gapminder().sample(20) + + +data_manager["static_df"] = px.data.gapminder() +data_manager["dynamic_df"] = get_data_function +data_manager["dynamic_df_2"] = get_data_function + +# data_manager["dynamic_df"] = lambda: px.data.gapminder().sample(20) +# data_manager["dynamic_df_2"] = lambda: px.data.gapminder().sample(20) + + +data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) +# data_manager.cache = Cache(config={"CACHE_TYPE": "RedisCache", "CACHE_REDIS_HOST": "localhost", "CACHE_REDIS_PORT": 6379}) +# data_manager["dynamic_df"].timeout = 30 +# data_manager["dynamic_df_2"].timeout = 10 -# df = px.data.gapminder() page = vm.Page( - title="Example of a Dash AG Grid", + title="Data Manager", + layout=vm.Layout(grid=[ + [0, 1], + [2, 3], + [4, 5], + ]), components=[ - vm.AgGrid( - title="Dash AG Grid", - figure=dash_ag_grid( - id="grid1", - data_frame=df, - defaultColDef={"flex": 1, "minWidth": 200}, - persistence=True, - persisted_props=["filterModel", "columnSize"], # ,persistence_type = "local" #columnSize="autoSize"# - ), - ), + vm.Graph(id="graph_static_direct_1", figure=px.scatter(data_frame=px.data.gapminder(), **conf("Static direct 1"))), + vm.Graph(id="graph_static_direct_2", figure=px.scatter(data_frame=px.data.gapminder(), **conf("Static direct 2"))), + vm.Graph(id="graph_static_dm_1", figure=px.scatter(data_frame="static_df", **conf("Static DM 1"))), + vm.Graph(id="graph_static_dm_2", figure=px.scatter(data_frame="static_df", **conf("Static DM 2"))), + vm.Graph(id="graph_dynamic_dm_1", figure=px.scatter(data_frame="dynamic_df", **conf("Dynamic DM 1"))), + vm.Graph(id="graph_dynamic_dm_2", figure=px.scatter(data_frame="dynamic_df_2", **conf("Dynamic DM 2"))), ], - controls=[vm.Filter(column="this_is_a_really_long_column_name_0")], -) -page2 = vm.Page( - title="Example of a Dash AG Grid 2", - components=[ - vm.AgGrid( - title="Dash AG Grid 2", - figure=dash_ag_grid( - id="grid2", - data_frame=df, - columnSize="autoSize", - # , persistence=True, persisted_props=["filterModel","columnSize"]#,persistence_type = "local" - ), - ), + controls=[ + vm.Filter(column="continent") ], - # controls=[vm.Filter(column="continent")], ) -dashboard = vm.Dashboard(pages=[page, page2]) + +dashboard = vm.Dashboard(pages=[page]) +app = Vizro().build(dashboard) +server = app.dash.server if __name__ == "__main__": - Vizro().build(dashboard).run() + app.run() From a28e544d01d1692cdd60c4f11ce297b726b3ab87 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 17 May 2024 09:16:39 +0000 Subject: [PATCH 38/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/examples/_dev/app.py | 35 ++++++++++++++++++--------------- 1 file changed, 19 insertions(+), 16 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index ed36a0502..5359d44a0 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -1,19 +1,18 @@ """Dev app to try things out.""" -from flask_caching import Cache -import numpy as np import vizro.models as vm import vizro.plotly.express as px +from flask_caching import Cache from vizro import Vizro from vizro.managers import data_manager def conf(title=""): return { - 'x': 'gdpPercap', - 'y': 'lifeExp', - 'color': 'continent', - 'title': title, + "x": "gdpPercap", + "y": "lifeExp", + "color": "continent", + "title": title, } @@ -37,22 +36,26 @@ def get_data_function(): page = vm.Page( title="Data Manager", - layout=vm.Layout(grid=[ - [0, 1], - [2, 3], - [4, 5], - ]), + layout=vm.Layout( + grid=[ + [0, 1], + [2, 3], + [4, 5], + ] + ), components=[ - vm.Graph(id="graph_static_direct_1", figure=px.scatter(data_frame=px.data.gapminder(), **conf("Static direct 1"))), - vm.Graph(id="graph_static_direct_2", figure=px.scatter(data_frame=px.data.gapminder(), **conf("Static direct 2"))), + vm.Graph( + id="graph_static_direct_1", figure=px.scatter(data_frame=px.data.gapminder(), **conf("Static direct 1")) + ), + vm.Graph( + id="graph_static_direct_2", figure=px.scatter(data_frame=px.data.gapminder(), **conf("Static direct 2")) + ), vm.Graph(id="graph_static_dm_1", figure=px.scatter(data_frame="static_df", **conf("Static DM 1"))), vm.Graph(id="graph_static_dm_2", figure=px.scatter(data_frame="static_df", **conf("Static DM 2"))), vm.Graph(id="graph_dynamic_dm_1", figure=px.scatter(data_frame="dynamic_df", **conf("Dynamic DM 1"))), vm.Graph(id="graph_dynamic_dm_2", figure=px.scatter(data_frame="dynamic_df_2", **conf("Dynamic DM 2"))), ], - controls=[ - vm.Filter(column="continent") - ], + controls=[vm.Filter(column="continent")], ) dashboard = vm.Dashboard(pages=[page]) From 11b2d02e5dac9fe618f7442e931b219e0fcbcf99 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Fri, 17 May 2024 11:17:50 +0200 Subject: [PATCH 39/82] Linting --- vizro-core/examples/_dev/app.py | 35 ++++++++++++++++++--------------- 1 file changed, 19 insertions(+), 16 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index ed36a0502..5359d44a0 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -1,19 +1,18 @@ """Dev app to try things out.""" -from flask_caching import Cache -import numpy as np import vizro.models as vm import vizro.plotly.express as px +from flask_caching import Cache from vizro import Vizro from vizro.managers import data_manager def conf(title=""): return { - 'x': 'gdpPercap', - 'y': 'lifeExp', - 'color': 'continent', - 'title': title, + "x": "gdpPercap", + "y": "lifeExp", + "color": "continent", + "title": title, } @@ -37,22 +36,26 @@ def get_data_function(): page = vm.Page( title="Data Manager", - layout=vm.Layout(grid=[ - [0, 1], - [2, 3], - [4, 5], - ]), + layout=vm.Layout( + grid=[ + [0, 1], + [2, 3], + [4, 5], + ] + ), components=[ - vm.Graph(id="graph_static_direct_1", figure=px.scatter(data_frame=px.data.gapminder(), **conf("Static direct 1"))), - vm.Graph(id="graph_static_direct_2", figure=px.scatter(data_frame=px.data.gapminder(), **conf("Static direct 2"))), + vm.Graph( + id="graph_static_direct_1", figure=px.scatter(data_frame=px.data.gapminder(), **conf("Static direct 1")) + ), + vm.Graph( + id="graph_static_direct_2", figure=px.scatter(data_frame=px.data.gapminder(), **conf("Static direct 2")) + ), vm.Graph(id="graph_static_dm_1", figure=px.scatter(data_frame="static_df", **conf("Static DM 1"))), vm.Graph(id="graph_static_dm_2", figure=px.scatter(data_frame="static_df", **conf("Static DM 2"))), vm.Graph(id="graph_dynamic_dm_1", figure=px.scatter(data_frame="dynamic_df", **conf("Dynamic DM 1"))), vm.Graph(id="graph_dynamic_dm_2", figure=px.scatter(data_frame="dynamic_df_2", **conf("Dynamic DM 2"))), ], - controls=[ - vm.Filter(column="continent") - ], + controls=[vm.Filter(column="continent")], ) dashboard = vm.Dashboard(pages=[page]) From 8ef927ddb17cb66d29f9d841beb2ac9dcbd368e4 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Wed, 15 May 2024 19:37:08 +0100 Subject: [PATCH 40/82] Fix docs --- vizro-core/docs/pages/user-guides/data.md | 19 +++++++++---------- 1 file changed, 9 insertions(+), 10 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index ca37a6fb2..f4d740519 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -26,8 +26,6 @@ graph TD classDef clickable color:#4051b5; ``` -[//]: # (TODO: add to this diagram?) - ??? note "Static vs. dynamic data comparison" This table gives a full comparison between static and dynamic data. Do not worry if you do not yet understand everything in it; it will become clearer after reading more about [static data](#static-data) and [dynamic data](#dynamic-data)! @@ -273,15 +271,16 @@ data_manager["no_expire_data"].timeout = 0 You can supply arguments to your dynamic data loading function that can be modified from the dashboard. For example, if you are handling big data then you might like to load on demand only one chunk of the data. To add a parameter to control a dynamic data source, do the following: + - add the appropriate argument to your dynamic data function. - add an `id` to all components that have a data source you wish to alter through a parameter. -- [add a parameter](parameters.md) with `targets` of the form `.data_frame.` and a suitable [selector](selectors.md) +- [add a parameter](parameters.md) with `targets` of the form `.data_frame.` and a suitable [selector](selectors.md). For example, let us extend the [dynamic data example](#dynamic-data) to show how the `load_iris_data` can take an argument `number_of_points` controlled from the dashboard with a [`Slider`][vizro.models.Slider]. !!! example "Parametrized dynamic data" === "app.py" - ```py hl_lines="8, 10, 19" + ```py hl_lines="8 10 19" from vizro import Vizro import pandas as pd import vizro.plotly.express as px @@ -313,7 +312,7 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how 3. Sample points at random, where `number_of_points` gives the number of points selected. 4. To use `load_iris_data` as dynamic data it must be added to the data manager. You should **not** actually call the function as `load_iris_data(number_of_points=...)`; doing so would result in static data that cannot be reloaded. 5. Give the graph `id="graph"` so that the `vm.Parameter` can target it. Dynamic data is referenced by the name of the data source `"iris"`. - 6. Create a `vm.Paramater` to target the `number_of_points` argument for the `data_frame` used in `graph`. + 6. Create a `vm.Paramater` to target the `number_of_points` argument for the `data_frame` used in `graph`. === "Result" [![DynamicData]][DynamicData] @@ -322,7 +321,7 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how -Parametrized data loading is compatible with [caching](#configure-cache). The cache uses [memoization](https://flask-caching.readthedocs.io/en/latest/#memoization), so that the dynamic data function's arguments are included in the cache key. This means that, for example `load_iris_data(number_of_points=10)` is cached independently of `load_iris_data(number_of_points=20)`. +Parametrized data loading is compatible with [caching](#configure-cache). The cache uses [memoization](https://flask-caching.readthedocs.io/en/latest/#memoization), so that the dynamic data function's arguments are included in the cache key. This means that, for example `load_iris_data(number_of_points=10)` is cached independently of `load_iris_data(number_of_points=20)`. !!! warning @@ -330,14 +329,14 @@ Parametrized data loading is compatible with [caching](#configure-cache). The ca It is not possible to pass [nested parameters](parameters.md#nested-parameters) to dynamic data. You can only target top-level arguments of the data loading function and not address nested keys in a dictionary. -#### Filters +#### Filter limitations If your dashboard includes a [filter](filters.md) then you should be aware of some limitations that currently exist but should be lifted in future releases. If these limitations are problematic for you then please [raise an issue on our Github repo](https://github.com/mckinsey/vizro/issues/). -The possible values shown on a filter's [selector](selectors.md) are fixed and do not update while the dashboard is running. Furthermore, all the arguments of your data loading function must be optional by defining default values. Regardless of the value of the `vm.Parameter`, these default values are used when the `vm.Filter` is built in order to determine the type of selector used in a filter and the options shown. +The possible values shown on a filter's [selector](selectors.md) are fixed and do not update while the dashboard is running. Furthermore, all the arguments of your data loading function must be optional by defining default values. Regardless of the value of the `vm.Parameter`, these default values are used when the `vm.Filter` is built in order to determine the type of selector used in a filter and the options shown. -??? example "Parametrized dynamic data with a filter" - ```py hl_lines="8, 21" +??? example "Parametrized dynamic data with a filter" + ```py hl_lines="8 21" from vizro import Vizro import pandas as pd import vizro.plotly.express as px From 10f254536173de6780948956a377081aea69b8ab Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 20 May 2024 09:13:19 +0000 Subject: [PATCH 41/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/docs/pages/user-guides/data.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index f4d740519..18ebd49cc 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -312,7 +312,7 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how 3. Sample points at random, where `number_of_points` gives the number of points selected. 4. To use `load_iris_data` as dynamic data it must be added to the data manager. You should **not** actually call the function as `load_iris_data(number_of_points=...)`; doing so would result in static data that cannot be reloaded. 5. Give the graph `id="graph"` so that the `vm.Parameter` can target it. Dynamic data is referenced by the name of the data source `"iris"`. - 6. Create a `vm.Paramater` to target the `number_of_points` argument for the `data_frame` used in `graph`. + 6. Create a `vm.Paramater` to target the `number_of_points` argument for the `data_frame` used in `graph`. === "Result" [![DynamicData]][DynamicData] @@ -321,7 +321,7 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how -Parametrized data loading is compatible with [caching](#configure-cache). The cache uses [memoization](https://flask-caching.readthedocs.io/en/latest/#memoization), so that the dynamic data function's arguments are included in the cache key. This means that, for example `load_iris_data(number_of_points=10)` is cached independently of `load_iris_data(number_of_points=20)`. +Parametrized data loading is compatible with [caching](#configure-cache). The cache uses [memoization](https://flask-caching.readthedocs.io/en/latest/#memoization), so that the dynamic data function's arguments are included in the cache key. This means that, for example `load_iris_data(number_of_points=10)` is cached independently of `load_iris_data(number_of_points=20)`. !!! warning @@ -333,9 +333,9 @@ It is not possible to pass [nested parameters](parameters.md#nested-parameters) If your dashboard includes a [filter](filters.md) then you should be aware of some limitations that currently exist but should be lifted in future releases. If these limitations are problematic for you then please [raise an issue on our Github repo](https://github.com/mckinsey/vizro/issues/). -The possible values shown on a filter's [selector](selectors.md) are fixed and do not update while the dashboard is running. Furthermore, all the arguments of your data loading function must be optional by defining default values. Regardless of the value of the `vm.Parameter`, these default values are used when the `vm.Filter` is built in order to determine the type of selector used in a filter and the options shown. +The possible values shown on a filter's [selector](selectors.md) are fixed and do not update while the dashboard is running. Furthermore, all the arguments of your data loading function must be optional by defining default values. Regardless of the value of the `vm.Parameter`, these default values are used when the `vm.Filter` is built in order to determine the type of selector used in a filter and the options shown. -??? example "Parametrized dynamic data with a filter" +??? example "Parametrized dynamic data with a filter" ```py hl_lines="8 21" from vizro import Vizro import pandas as pd From 0d6f58b1dfba2f7933c4e56b419e46c319d2a6ea Mon Sep 17 00:00:00 2001 From: petar-qb Date: Mon, 20 May 2024 14:40:20 +0200 Subject: [PATCH 42/82] Add DynamicData function arguments parametrisation + export_data action changes and tests --- vizro-core/examples/_dev/app.py | 72 ++++----- .../src/vizro/actions/_actions_utils.py | 47 +++++- .../_callback_mapping_utils.py | 5 +- .../src/vizro/actions/export_data_action.py | 7 +- .../test_get_action_callback_mapping.py | 23 +-- .../tests/unit/vizro/actions/conftest.py | 30 ++++ .../vizro/actions/test_export_data_action.py | 137 +++++++++++++++++- 7 files changed, 236 insertions(+), 85 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index 5359d44a0..bc56cc6ad 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -1,66 +1,44 @@ -"""Dev app to try things out.""" - -import vizro.models as vm -import vizro.plotly.express as px from flask_caching import Cache from vizro import Vizro -from vizro.managers import data_manager - - -def conf(title=""): - return { - "x": "gdpPercap", - "y": "lifeExp", - "color": "continent", - "title": title, - } - +import pandas as pd +import vizro.plotly.express as px +import vizro.models as vm -def get_data_function(): - return px.data.gapminder().sample(20) +from vizro.actions import export_data +from vizro.managers import data_manager +from vizro.models.types import CapturedCallable, capture -data_manager["static_df"] = px.data.gapminder() -data_manager["dynamic_df"] = get_data_function -data_manager["dynamic_df_2"] = get_data_function +# Note need to specify default value if have Filter since that calls data load function +# Then have problem that filter options don't get updated when data source changes +def load_iris_data(points=1): + iris = px.data.iris() + return iris.sample(points) -# data_manager["dynamic_df"] = lambda: px.data.gapminder().sample(20) -# data_manager["dynamic_df_2"] = lambda: px.data.gapminder().sample(20) +# TODO: double check cache works correctly. +data_manager["iris"] = load_iris_data data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) # data_manager.cache = Cache(config={"CACHE_TYPE": "RedisCache", "CACHE_REDIS_HOST": "localhost", "CACHE_REDIS_PORT": 6379}) -# data_manager["dynamic_df"].timeout = 30 -# data_manager["dynamic_df_2"].timeout = 10 +data_manager["iris"].timeout = 15 page = vm.Page( - title="Data Manager", - layout=vm.Layout( - grid=[ - [0, 1], - [2, 3], - [4, 5], - ] - ), + title="My first page", components=[ - vm.Graph( - id="graph_static_direct_1", figure=px.scatter(data_frame=px.data.gapminder(), **conf("Static direct 1")) - ), - vm.Graph( - id="graph_static_direct_2", figure=px.scatter(data_frame=px.data.gapminder(), **conf("Static direct 2")) - ), - vm.Graph(id="graph_static_dm_1", figure=px.scatter(data_frame="static_df", **conf("Static DM 1"))), - vm.Graph(id="graph_static_dm_2", figure=px.scatter(data_frame="static_df", **conf("Static DM 2"))), - vm.Graph(id="graph_dynamic_dm_1", figure=px.scatter(data_frame="dynamic_df", **conf("Dynamic DM 1"))), - vm.Graph(id="graph_dynamic_dm_2", figure=px.scatter(data_frame="dynamic_df_2", **conf("Dynamic DM 2"))), + vm.Graph(id="graph", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species")), + vm.Button(text="Export", actions=[vm.Action(function=export_data())]) + ], + controls=[ + vm.Parameter(targets=["graph.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), + vm.Parameter(targets=[ + "graph.data_frame.points" + ], selector=vm.Slider(min=1, max=10, step=1)), + vm.Filter(column="species"), ], - controls=[vm.Filter(column="continent")], ) dashboard = vm.Dashboard(pages=[page]) -app = Vizro().build(dashboard) -server = app.dash.server -if __name__ == "__main__": - app.run() +Vizro().build(dashboard).run() diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index 7227ac694..96d92c4bf 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -132,12 +132,15 @@ def _get_parametrized_config( targets: List[ModelID], parameters: List[CallbackTriggerDict] ) -> Dict[ModelID, Dict[str, Any]]: parameterized_config = {} + parameterized_data_frame_arguments = {} for target in targets: # TODO - avoid calling _captured_callable. Once we have done this we can remove _arguments from # CapturedCallable entirely. graph_config = deepcopy(model_manager[target].figure._arguments) - if "data_frame" in graph_config: - graph_config.pop("data_frame") + + # Not possible to update nested arguments for data_frame, just top-level ones. This is ok. + # TODO: Put in some check to raise error? + graph_config["data_frame"] = {} for ctd in parameters: selector_value = ctd[ @@ -159,10 +162,13 @@ def _get_parametrized_config( graph_config = _update_nested_graph_properties( graph_config=graph_config, dot_separated_string=action_targets_arg, value=selector_value ) + # TODO: think if changing data_frame entirely to new source is ok. Probably don't allow for now + # in case change how things work and want to disallow it in future. + parameterized_data_frame_arguments[target] = {"data_frame": graph_config.pop("data_frame")} parameterized_config[target] = graph_config - return parameterized_config + return parameterized_config, parameterized_data_frame_arguments # Helper functions used in pre-defined actions ---- @@ -170,11 +176,14 @@ def _get_filtered_data( targets: List[ModelID], ctds_filters: List[CallbackTriggerDict], ctds_filter_interaction: List[Dict[str, CallbackTriggerDict]], + parameterized_data_frame_arguments: Optional[Dict[ModelID, [str, Any]]] = None, ) -> Dict[ModelID, pd.DataFrame]: filtered_data = {} for target in targets: data_source_name = model_manager[target]["data_frame"] - data_frame = data_manager[data_source_name].load() + data_frame = data_manager[data_source_name].load( + **parameterized_data_frame_arguments[target]["data_frame"] if parameterized_data_frame_arguments else {} + ) data_frame = _apply_filters(data_frame=data_frame, ctds_filters=ctds_filters, target=target) data_frame = _apply_filter_interaction( data_frame=data_frame, ctds_filter_interaction=ctds_filter_interaction, target=target @@ -185,6 +194,26 @@ def _get_filtered_data( return filtered_data +def _get_targets_data_and_config( + ctds_filter: List[CallbackTriggerDict], + ctds_filter_interaction: List[Dict[str, CallbackTriggerDict]], + ctds_parameters: List[CallbackTriggerDict], + targets: Optional[List[ModelID]] = None, +): + parameterized_config, parameterized_data_frame_arguments = _get_parametrized_config( + targets=targets, + parameters=ctds_parameters + ) + + filtered_data = _get_filtered_data( + targets=targets, + ctds_filters=ctds_filter, + ctds_filter_interaction=ctds_filter_interaction, + parameterized_data_frame_arguments=parameterized_data_frame_arguments, + ) + + return filtered_data, parameterized_config + def _get_modified_page_figures( ctds_filter: List[CallbackTriggerDict], ctds_filter_interaction: List[Dict[str, CallbackTriggerDict]], @@ -193,11 +222,13 @@ def _get_modified_page_figures( ) -> Dict[str, Any]: if not targets: targets = [] - filtered_data = _get_filtered_data( - targets=targets, ctds_filters=ctds_filter, ctds_filter_interaction=ctds_filter_interaction - ) - parameterized_config = _get_parametrized_config(targets=targets, parameters=ctds_parameters) + filtered_data, parameterized_config = _get_targets_data_and_config( + ctds_filter=ctds_filter, + ctds_filter_interaction=ctds_filter_interaction, + ctds_parameters=ctds_parameters, + targets=targets, + ) outputs: Dict[str, Any] = {} for target in targets: diff --git a/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py b/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py index 97bcfe664..3edc6fc36 100644 --- a/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py +++ b/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py @@ -65,10 +65,7 @@ def _get_action_callback_inputs(action_id: ModelID) -> Dict[str, List[Union[Stat action_function = model_manager[action_id].function._function page: Page = model_manager[model_manager._get_model_page_id(model_id=action_id)] - if action_function == export_data.__wrapped__: - include_inputs = ["filters", "filter_interaction"] - else: - include_inputs = ["filters", "parameters", "filter_interaction", "theme_selector"] + include_inputs = {"filters", "parameters", "filter_interaction", "theme_selector"} action_input_mapping = { "filters": (_get_inputs_of_controls(page=page, control_type=Filter) if "filters" in include_inputs else []), diff --git a/vizro-core/src/vizro/actions/export_data_action.py b/vizro-core/src/vizro/actions/export_data_action.py index 086ad053f..5a1769801 100644 --- a/vizro-core/src/vizro/actions/export_data_action.py +++ b/vizro-core/src/vizro/actions/export_data_action.py @@ -5,7 +5,7 @@ from dash import ctx, dcc from typing_extensions import Literal -from vizro.actions._actions_utils import _get_filtered_data +from vizro.actions._actions_utils import _get_targets_data_and_config from vizro.managers import model_manager from vizro.managers._model_manager import ModelID from vizro.models.types import capture @@ -41,10 +41,11 @@ def export_data( if target not in model_manager: raise ValueError(f"Component '{target}' does not exist.") - data_frames = _get_filtered_data( + data_frames, _ = _get_targets_data_and_config( targets=targets, - ctds_filters=ctx.args_grouping["external"]["filters"], + ctds_filter=ctx.args_grouping["external"]["filters"], ctds_filter_interaction=ctx.args_grouping["external"]["filter_interaction"], + ctds_parameters=ctx.args_grouping["external"]["parameters"], ) outputs = {} diff --git a/vizro-core/tests/unit/vizro/actions/_callback_mapping/test_get_action_callback_mapping.py b/vizro-core/tests/unit/vizro/actions/_callback_mapping/test_get_action_callback_mapping.py index d22caefb2..cfeed7f1f 100644 --- a/vizro-core/tests/unit/vizro/actions/_callback_mapping/test_get_action_callback_mapping.py +++ b/vizro-core/tests/unit/vizro/actions/_callback_mapping/test_get_action_callback_mapping.py @@ -151,27 +151,6 @@ def action_callback_outputs_expected(request): target["component_id"]: dash.Output(target["component_id"], target["component_property"]) for target in targets } - -@pytest.fixture -def export_data_inputs_expected(): - return { - "filters": [ - dash.State("filter_continent_selector", "value"), - dash.State("filter_country_selector", "value"), - ], - "parameters": [], - "filter_interaction": [ - {"clickData": dash.State("scatter_chart", "clickData"), "modelID": dash.State("scatter_chart", "id")}, - { - "active_cell": dash.State("underlying_table_id", "active_cell"), - "derived_viewport_data": dash.State("underlying_table_id", "derived_viewport_data"), - "modelID": dash.State("vizro_table", "id"), - }, - ], - "theme_selector": [], - } - - @pytest.fixture def export_data_outputs_expected(request): return { @@ -201,7 +180,7 @@ class TestCallbackMapping: ("filter_interaction_action", "action_callback_inputs_expected"), ("parameter_action_parameter_x", "action_callback_inputs_expected"), ("on_page_load_action_action_test_page", "action_callback_inputs_expected"), - ("export_data_action", "export_data_inputs_expected"), + ("export_data_action", "action_callback_inputs_expected"), ], ) def test_action_callback_mapping_inputs(self, action_id, callback_mapping_inputs_expected, request): diff --git a/vizro-core/tests/unit/vizro/actions/conftest.py b/vizro-core/tests/unit/vizro/actions/conftest.py index 413fb36eb..5bc5a8e95 100644 --- a/vizro-core/tests/unit/vizro/actions/conftest.py +++ b/vizro-core/tests/unit/vizro/actions/conftest.py @@ -9,6 +9,11 @@ def gapminder_2007(gapminder): return gapminder.query("year == 2007") +@pytest.fixture +def gapminder_2007_dynamic_first_n(gapminder_2007): + return lambda first_n=None: gapminder_2007[:first_n] if first_n else gapminder_2007 + + @pytest.fixture def box_params(): return {"x": "continent", "y": "lifeExp", "custom_data": ["continent"]} @@ -19,6 +24,11 @@ def box_chart(gapminder_2007, box_params): return px.box(gapminder_2007, **box_params).update_layout(margin_t=24) +@pytest.fixture +def box_chart_dynamic_data_frame(gapminder_2007_dynamic_first_n, box_params): + return px.box("gapminder_2007_dynamic_first_n", **box_params).update_layout(margin_t=24) + + @pytest.fixture def scatter_params(): return {"x": "gdpPercap", "y": "lifeExp"} @@ -29,6 +39,11 @@ def scatter_chart(gapminder_2007, scatter_params): return px.scatter(gapminder_2007, **scatter_params).update_layout(margin_t=24) +@pytest.fixture +def scatter_chart_dynamic_data_frame(gapminder_2007_dynamic_first_n, scatter_params): + return px.scatter("gapminder_2007_dynamic_first_n", **scatter_params).update_layout(margin_t=24) + + @pytest.fixture def target_scatter_filtered_continent(request, gapminder_2007, scatter_params): continent = request.param @@ -58,6 +73,21 @@ def managers_one_page_two_graphs_one_button(box_chart, scatter_chart): Vizro._pre_build() +@pytest.fixture +def managers_one_page_two_graphs_with_dynamic_data(box_chart_dynamic_data_frame, scatter_chart_dynamic_data_frame): + """Instantiates a simple model_manager and data_manager with a page, two graph models and the button component.""" + vm.Page( + id="test_page", + title="My first dashboard", + components=[ + vm.Graph(id="box_chart", figure=box_chart_dynamic_data_frame), + vm.Graph(id="scatter_chart", figure=scatter_chart_dynamic_data_frame), + vm.Button(id="button"), + ], + ) + Vizro._pre_build() + + @pytest.fixture def managers_one_page_two_graphs_one_table_one_aggrid_one_button( box_chart, scatter_chart, dash_data_table_with_id, ag_grid_with_id diff --git a/vizro-core/tests/unit/vizro/actions/test_export_data_action.py b/vizro-core/tests/unit/vizro/actions/test_export_data_action.py index f3a1f5585..2d7ce2c0f 100644 --- a/vizro-core/tests/unit/vizro/actions/test_export_data_action.py +++ b/vizro-core/tests/unit/vizro/actions/test_export_data_action.py @@ -5,7 +5,7 @@ from vizro import Vizro from vizro.actions import export_data, filter_interaction from vizro.actions._actions_utils import CallbackTriggerDict -from vizro.managers import model_manager +from vizro.managers import data_manager, model_manager @pytest.fixture @@ -21,6 +21,28 @@ def target_scatter_filter_and_filter_interaction(request, gapminder_2007): return data +@pytest.fixture +def target_scatter_filter_and_parameter(request, gapminder_2007): + pop_filter, first_n_parameter = request.param + data = gapminder_2007 + if first_n_parameter: + data = data.head(first_n_parameter) + if pop_filter: + data = data[data["pop"].between(pop_filter[0], pop_filter[1], inclusive="both")] + return data + + +@pytest.fixture +def target_box_filter_and_parameter(request, gapminder_2007): + pop_filter, first_n_parameter = request.param + data = gapminder_2007 + if first_n_parameter: + data = data[:first_n_parameter] + if pop_filter: + data = data[data["pop"].between(pop_filter[0], pop_filter[1], inclusive="both")] + return data + + @pytest.fixture def target_box_filtered_pop(request, gapminder_2007): pop_filter = request.param @@ -94,6 +116,7 @@ def ctx_export_data(request): if pop_filter else [] ), + "parameters": [], "filter_interaction": args_grouping_filter_interaction, } }, @@ -107,6 +130,48 @@ def ctx_export_data(request): return context_value +@pytest.fixture +def ctx_export_data_filter_and_parameter(request): + """Mock dash.ctx that represents filters and parameter applied.""" + targets, pop_filter, first_n_parameter = request.param + mock_ctx = { + "args_grouping": { + "external": { + "filters": ( + [ + CallbackTriggerDict( + id="pop_filter", property="value", value=pop_filter, str_id="pop_filter", triggered=False + ) + ] + if pop_filter + else [] + ), + "parameters": ( + [ + CallbackTriggerDict( + id="first_n_parameter", + property="value", + value=first_n_parameter, + str_id="first_n_parameter", + triggered=False + ) + ] + if first_n_parameter + else [] + ), + "filter_interaction": [], + } + }, + "outputs_list": [ + {"id": {"action_id": "test_action", "target_id": target, "type": "download_dataframe"}, "property": "data"} + for target in targets + ], + } + + context_value.set(AttributeDict(**mock_ctx)) + return context_value + + class TestExportData: @pytest.mark.usefixtures("managers_one_page_without_graphs_one_button") @pytest.mark.parametrize("ctx_export_data", [([[], None, None, None])], indirect=True) @@ -350,3 +415,73 @@ def test_multiple_targets_with_filter_and_filter_interaction_and_table( } assert result == expected + + @pytest.mark.usefixtures("managers_one_page_two_graphs_with_dynamic_data") + @pytest.mark.parametrize( + "ctx_export_data_filter_and_parameter, target_scatter_filter_and_parameter, target_box_filter_and_parameter", + [ + ( + [["scatter_chart", "box_chart"], [10**6, 10**7], None], + [[10**6, 10**7], None], + [[10**6, 10**7], None], + ), + ( + [["scatter_chart", "box_chart"], None, 50], + [None, 50], + [None, 50], + ), + ( + [["scatter_chart", "box_chart"], [10**6, 10**7], 50], + [[10**6, 10**7], 50], + [[10**6, 10**7], 50], + ), + ], + indirect=True, + ) + def test_multiple_targets_with_filter_and_data_frame_parameter( + self, + ctx_export_data_filter_and_parameter, + target_scatter_filter_and_parameter, + target_box_filter_and_parameter, + gapminder_2007_dynamic_first_n + ): + # Adding dynamic data_frame to data_manager + data_manager["gapminder_2007_dynamic_first_n"] = gapminder_2007_dynamic_first_n + + # Creating and adding a Filter object to the existing Page + pop_filter = vm.Filter(column="pop", selector=vm.RangeSlider(id="pop_filter")) + model_manager["test_page"].controls = [pop_filter] + # Adds a default _filter Action to the filter selector objects + pop_filter.pre_build() + + # Creating and adding a Parameter object (data_frame function argument parametrizing) to the existing Page + first_n_parameter = vm.Parameter( + targets=["scatter_chart.data_frame.first_n", "box_chart.data_frame.first_n"], + selector=vm.Slider(id="first_n_parameter", min=1, max=10, step=1) + ) + model_manager["test_page"].controls.append(first_n_parameter) + first_n_parameter.pre_build() + + # Add export_data action to relevant component + model_manager["button"].actions = [ + vm.Action(id="test_action", function=export_data(targets=["scatter_chart", "box_chart"])) + ] + + # Run action by picking the above added export_data action function and executing it with () + result = model_manager["test_action"].function() + expected = { + "download_dataframe_scatter_chart": { + "filename": "scatter_chart.csv", + "content": target_scatter_filter_and_parameter.to_csv(index=False), + "type": None, + "base64": False, + }, + "download_dataframe_box_chart": { + "filename": "box_chart.csv", + "content": target_box_filter_and_parameter.to_csv(index=False), + "type": None, + "base64": False, + }, + } + + assert result == expected From 70587e842a6aa28467cf34bbe5646680a1c08ed4 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Mon, 20 May 2024 16:39:51 +0200 Subject: [PATCH 43/82] Minor Parameter validation added --- vizro-core/examples/_dev/app.py | 25 ++++++++++++++----- .../src/vizro/models/_controls/parameter.py | 10 ++++++++ .../vizro/models/_controls/test_parameter.py | 9 +++++++ 3 files changed, 38 insertions(+), 6 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index bc56cc6ad..c3163c5c7 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -19,8 +19,13 @@ def load_iris_data(points=1): # TODO: double check cache works correctly. data_manager["iris"] = load_iris_data +# SimpleCache data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) + +# RedisCache # data_manager.cache = Cache(config={"CACHE_TYPE": "RedisCache", "CACHE_REDIS_HOST": "localhost", "CACHE_REDIS_PORT": 6379}) + +# Timeout data_manager["iris"].timeout = 15 @@ -31,14 +36,22 @@ def load_iris_data(points=1): vm.Button(text="Export", actions=[vm.Action(function=export_data())]) ], controls=[ - vm.Parameter(targets=["graph.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), - vm.Parameter(targets=[ - "graph.data_frame.points" - ], selector=vm.Slider(min=1, max=10, step=1)), - vm.Filter(column="species"), + vm.Parameter( + targets=["graph.x"], + selector=vm.RadioItems(options=["sepal_length", "sepal_width"]) + ), + vm.Parameter( + targets=["graph.data_frame.points"], + selector=vm.Slider(min=1, max=10, step=1) + ), + vm.Filter( + column="species", + selector=vm.Dropdown(options=["setosa", "versicolor", "virginica"]) + ), ], ) dashboard = vm.Dashboard(pages=[page]) -Vizro().build(dashboard).run() +if __name__ == "__main__": + Vizro().build(dashboard).run() diff --git a/vizro-core/src/vizro/models/_controls/parameter.py b/vizro-core/src/vizro/models/_controls/parameter.py index 770b241ec..e9be534ef 100644 --- a/vizro-core/src/vizro/models/_controls/parameter.py +++ b/vizro-core/src/vizro/models/_controls/parameter.py @@ -48,6 +48,16 @@ def check_target_present(cls, target): raise ValueError(f"Target {target_id} not found in model_manager.") return target + @validator("targets", each_item=True) + def check_data_frame_as_target_argument(cls, target): + targeted_argument = target.split(".", 1)[1] + if targeted_argument.startswith("data_frame") and targeted_argument.count('.') != 1: + raise ValueError( + f"Invalid target {target}. 'data_frame' target must be supplied in the form of " + ".data_frame." + ) + return target + @validator("targets") def check_duplicate_parameter_target(cls, targets): all_targets = targets.copy() diff --git a/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py b/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py index a2a1fabc3..89970b031 100644 --- a/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py +++ b/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py @@ -32,6 +32,15 @@ def test_check_target_present_failed(self): with pytest.raises(ValueError, match="Target scatter_chart_invalid not found in model_manager."): Parameter(targets=["scatter_chart_invalid.x"], selector=vm.Dropdown(options=["lifeExp", "pop"])) + @pytest.mark.parametrize("target", ["scatter_chart.data_frame", "scatter_chart.data_frame.argument.nested_arg"]) + def test_check_data_frame_as_target_argument_failed(self, target): + with pytest.raises( + ValueError, + match=f"Invalid target {target}. 'data_frame' target must be supplied in the form of " + ".data_frame.", + ): + Parameter(targets=[target], selector=vm.Dropdown(options=["lifeExp", "pop"])) + def test_duplicate_parameter_target_failed(self): with pytest.raises(ValueError, match="Duplicate parameter targets {'scatter_chart.x'} found."): Parameter(targets=["scatter_chart.x", "scatter_chart.x"], selector=vm.Dropdown(options=["lifeExp", "pop"])) From cbe7d16c784c054deb192c61929d4bbfb04b432e Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 20 May 2024 16:27:41 +0000 Subject: [PATCH 44/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/examples/_dev/app.py | 24 +++++-------------- .../src/vizro/actions/_actions_utils.py | 4 ++-- .../_callback_mapping_utils.py | 2 +- .../src/vizro/models/_controls/parameter.py | 2 +- .../test_get_action_callback_mapping.py | 1 + .../vizro/actions/test_export_data_action.py | 6 ++--- .../vizro/models/_controls/test_parameter.py | 2 +- 7 files changed, 15 insertions(+), 26 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index c3163c5c7..e62ac91bd 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -1,12 +1,9 @@ +import vizro.models as vm +import vizro.plotly.express as px from flask_caching import Cache from vizro import Vizro -import pandas as pd -import vizro.plotly.express as px -import vizro.models as vm - from vizro.actions import export_data from vizro.managers import data_manager -from vizro.models.types import CapturedCallable, capture # Note need to specify default value if have Filter since that calls data load function @@ -33,21 +30,12 @@ def load_iris_data(points=1): title="My first page", components=[ vm.Graph(id="graph", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species")), - vm.Button(text="Export", actions=[vm.Action(function=export_data())]) + vm.Button(text="Export", actions=[vm.Action(function=export_data())]), ], controls=[ - vm.Parameter( - targets=["graph.x"], - selector=vm.RadioItems(options=["sepal_length", "sepal_width"]) - ), - vm.Parameter( - targets=["graph.data_frame.points"], - selector=vm.Slider(min=1, max=10, step=1) - ), - vm.Filter( - column="species", - selector=vm.Dropdown(options=["setosa", "versicolor", "virginica"]) - ), + vm.Parameter(targets=["graph.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), + vm.Parameter(targets=["graph.data_frame.points"], selector=vm.Slider(min=1, max=10, step=1)), + vm.Filter(column="species", selector=vm.Dropdown(options=["setosa", "versicolor", "virginica"])), ], ) diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index 96d92c4bf..ba731763f 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -201,8 +201,7 @@ def _get_targets_data_and_config( targets: Optional[List[ModelID]] = None, ): parameterized_config, parameterized_data_frame_arguments = _get_parametrized_config( - targets=targets, - parameters=ctds_parameters + targets=targets, parameters=ctds_parameters ) filtered_data = _get_filtered_data( @@ -214,6 +213,7 @@ def _get_targets_data_and_config( return filtered_data, parameterized_config + def _get_modified_page_figures( ctds_filter: List[CallbackTriggerDict], ctds_filter_interaction: List[Dict[str, CallbackTriggerDict]], diff --git a/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py b/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py index 3edc6fc36..1b08a75ef 100644 --- a/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py +++ b/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py @@ -4,7 +4,7 @@ from dash import Output, State, dcc -from vizro.actions import _parameter, export_data, filter_interaction +from vizro.actions import _parameter, filter_interaction from vizro.managers import model_manager from vizro.managers._model_manager import ModelID from vizro.models import Action, Page diff --git a/vizro-core/src/vizro/models/_controls/parameter.py b/vizro-core/src/vizro/models/_controls/parameter.py index e9be534ef..d89aa0ee6 100644 --- a/vizro-core/src/vizro/models/_controls/parameter.py +++ b/vizro-core/src/vizro/models/_controls/parameter.py @@ -51,7 +51,7 @@ def check_target_present(cls, target): @validator("targets", each_item=True) def check_data_frame_as_target_argument(cls, target): targeted_argument = target.split(".", 1)[1] - if targeted_argument.startswith("data_frame") and targeted_argument.count('.') != 1: + if targeted_argument.startswith("data_frame") and targeted_argument.count(".") != 1: raise ValueError( f"Invalid target {target}. 'data_frame' target must be supplied in the form of " ".data_frame." diff --git a/vizro-core/tests/unit/vizro/actions/_callback_mapping/test_get_action_callback_mapping.py b/vizro-core/tests/unit/vizro/actions/_callback_mapping/test_get_action_callback_mapping.py index cfeed7f1f..f25b38303 100644 --- a/vizro-core/tests/unit/vizro/actions/_callback_mapping/test_get_action_callback_mapping.py +++ b/vizro-core/tests/unit/vizro/actions/_callback_mapping/test_get_action_callback_mapping.py @@ -151,6 +151,7 @@ def action_callback_outputs_expected(request): target["component_id"]: dash.Output(target["component_id"], target["component_property"]) for target in targets } + @pytest.fixture def export_data_outputs_expected(request): return { diff --git a/vizro-core/tests/unit/vizro/actions/test_export_data_action.py b/vizro-core/tests/unit/vizro/actions/test_export_data_action.py index 2d7ce2c0f..1978b5085 100644 --- a/vizro-core/tests/unit/vizro/actions/test_export_data_action.py +++ b/vizro-core/tests/unit/vizro/actions/test_export_data_action.py @@ -153,7 +153,7 @@ def ctx_export_data_filter_and_parameter(request): property="value", value=first_n_parameter, str_id="first_n_parameter", - triggered=False + triggered=False, ) ] if first_n_parameter @@ -443,7 +443,7 @@ def test_multiple_targets_with_filter_and_data_frame_parameter( ctx_export_data_filter_and_parameter, target_scatter_filter_and_parameter, target_box_filter_and_parameter, - gapminder_2007_dynamic_first_n + gapminder_2007_dynamic_first_n, ): # Adding dynamic data_frame to data_manager data_manager["gapminder_2007_dynamic_first_n"] = gapminder_2007_dynamic_first_n @@ -457,7 +457,7 @@ def test_multiple_targets_with_filter_and_data_frame_parameter( # Creating and adding a Parameter object (data_frame function argument parametrizing) to the existing Page first_n_parameter = vm.Parameter( targets=["scatter_chart.data_frame.first_n", "box_chart.data_frame.first_n"], - selector=vm.Slider(id="first_n_parameter", min=1, max=10, step=1) + selector=vm.Slider(id="first_n_parameter", min=1, max=10, step=1), ) model_manager["test_page"].controls.append(first_n_parameter) first_n_parameter.pre_build() diff --git a/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py b/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py index 89970b031..8bb1dc289 100644 --- a/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py +++ b/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py @@ -37,7 +37,7 @@ def test_check_data_frame_as_target_argument_failed(self, target): with pytest.raises( ValueError, match=f"Invalid target {target}. 'data_frame' target must be supplied in the form of " - ".data_frame.", + ".data_frame.", ): Parameter(targets=[target], selector=vm.Dropdown(options=["lifeExp", "pop"])) From f4d369fc092e80101eb01a1afbdacd77b5c8a03c Mon Sep 17 00:00:00 2001 From: petar-qb Date: Tue, 21 May 2024 13:21:05 +0200 Subject: [PATCH 45/82] Docs and demo_example fixed --- vizro-core/docs/pages/user-guides/actions.md | 5 +++++ vizro-core/docs/pages/user-guides/custom-charts.md | 4 ++++ vizro-core/examples/_dev/app.py | 6 +++--- vizro-core/examples/demo/app.py | 5 +++-- 4 files changed, 15 insertions(+), 5 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/actions.md b/vizro-core/docs/pages/user-guides/actions.md index 71ffc4274..883bcf612 100644 --- a/vizro-core/docs/pages/user-guides/actions.md +++ b/vizro-core/docs/pages/user-guides/actions.md @@ -27,6 +27,11 @@ The below sections are guides on how to use pre-defined action functions. To enable downloading data, you can add the [`export_data`][vizro.actions.export_data] action function to the [`Button`][vizro.models.Button] component. Hence, as a result, when a dashboard user now clicks the button, all data on the page will be downloaded. +!!! info + + If data from [custom chart](custom-charts.md) is being downloaded, then the `data_frame` input argument represents the data that is going to be downloaded. + + !!! example "`export_data`" === "app.py" diff --git a/vizro-core/docs/pages/user-guides/custom-charts.md b/vizro-core/docs/pages/user-guides/custom-charts.md index 85982dbee..b1ffde9f2 100644 --- a/vizro-core/docs/pages/user-guides/custom-charts.md +++ b/vizro-core/docs/pages/user-guides/custom-charts.md @@ -35,6 +35,10 @@ Building on the above, there are several routes one can take. The following exam Custom charts can be targeted by [Filters](filters.md) or [Parameters](parameters.md) without any additional configuration. We will showcase both possibilities in the following examples. In particular the `Parameters` in combination with custom charts can be highly versatile in achieving custom functionality. +!!! info + + The required function argument `data_frame` contains already preprocessed data. This means that the `data_frame` has already been filtered using the [Filters](filters.md) and further parametrized using the [parametrize data loading](data.md/#parametrize-data-loading) feature for [dynamic data](data.md/#dynamic-data). + ## Enhanced `plotly.express` chart with reference line diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index e62ac91bd..9b3cb996a 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -17,13 +17,13 @@ def load_iris_data(points=1): data_manager["iris"] = load_iris_data # SimpleCache -data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) +# data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) # RedisCache -# data_manager.cache = Cache(config={"CACHE_TYPE": "RedisCache", "CACHE_REDIS_HOST": "localhost", "CACHE_REDIS_PORT": 6379}) +data_manager.cache = Cache(config={"CACHE_TYPE": "RedisCache", "CACHE_REDIS_HOST": "localhost", "CACHE_REDIS_PORT": 6379}) # Timeout -data_manager["iris"].timeout = 15 +data_manager["iris"].timeout = 30 page = vm.Page( diff --git a/vizro-core/examples/demo/app.py b/vizro-core/examples/demo/app.py index 120c08c81..23d8b466e 100644 --- a/vizro-core/examples/demo/app.py +++ b/vizro-core/examples/demo/app.py @@ -16,6 +16,7 @@ .agg({"lifeExp": "mean", "pop": "mean", "gdpPercap": "mean"}) .reset_index() ) +gapminder_mean_2007 = gapminder_mean.query("year == 2007") gapminder_transformed = gapminder.copy() gapminder_transformed["lifeExp"] = gapminder.groupby(by=["continent", "year"])["lifeExp"].transform("mean") @@ -84,7 +85,7 @@ def variable_boxplot(y: str, data_frame: pd.DataFrame = None): def variable_bar(x: str, data_frame: pd.DataFrame = None): """Custom bar figure that needs post update calls.""" fig = px.bar( - data_frame.query("year == 2007"), + data_frame, x=x, y="continent", orientation="h", @@ -254,7 +255,7 @@ def create_variable_analysis(): ), vm.Graph( id="variable_bar", - figure=variable_bar(data_frame=gapminder_mean, x="lifeExp"), + figure=variable_bar(data_frame=gapminder_mean_2007, x="lifeExp"), ), ], controls=[ From 2f0833107d35ac67db203b08b8c17e03547e26d1 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Tue, 21 May 2024 15:05:51 +0200 Subject: [PATCH 46/82] Parameter data_frame action test added --- .../vizro/actions/test_export_data_action.py | 2 +- .../vizro/actions/test_parameter_action.py | 86 ++++++++++++++++++- 2 files changed, 85 insertions(+), 3 deletions(-) diff --git a/vizro-core/tests/unit/vizro/actions/test_export_data_action.py b/vizro-core/tests/unit/vizro/actions/test_export_data_action.py index 1978b5085..664cb79b1 100644 --- a/vizro-core/tests/unit/vizro/actions/test_export_data_action.py +++ b/vizro-core/tests/unit/vizro/actions/test_export_data_action.py @@ -457,7 +457,7 @@ def test_multiple_targets_with_filter_and_data_frame_parameter( # Creating and adding a Parameter object (data_frame function argument parametrizing) to the existing Page first_n_parameter = vm.Parameter( targets=["scatter_chart.data_frame.first_n", "box_chart.data_frame.first_n"], - selector=vm.Slider(id="first_n_parameter", min=1, max=10, step=1), + selector=vm.Slider(id="first_n_parameter", min=1, max=10, step=1, value=1), ) model_manager["test_page"].controls.append(first_n_parameter) first_n_parameter.pre_build() diff --git a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py index 9015a382a..44d66b326 100644 --- a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py +++ b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py @@ -5,7 +5,7 @@ from dash._utils import AttributeDict from vizro._constants import PARAMETER_ACTION_PREFIX from vizro.actions._actions_utils import CallbackTriggerDict -from vizro.managers import model_manager +from vizro.managers import data_manager, model_manager @pytest.fixture @@ -36,6 +36,17 @@ def target_scatter_parameter_y_and_x(request, gapminder_2007, scatter_params): scatter_params["x"] = x return px.scatter(gapminder_2007, **scatter_params).update_layout(margin_t=24) +@pytest.fixture +def target_scatter_parameter_data_frame_first_n(request, gapminder_2007_dynamic_first_n, scatter_params): + first_n = request.param + return px.scatter(gapminder_2007_dynamic_first_n(first_n), **scatter_params).update_layout(margin_t=24) + + +@pytest.fixture +def target_box_parameter_data_frame_first_n(request, gapminder_2007_dynamic_first_n, box_params): + first_n = request.param + return px.box(gapminder_2007_dynamic_first_n(first_n), **box_params).update_layout(margin_t=24) + @pytest.fixture def target_box_parameter_y_and_x(request, gapminder_2007, box_params): @@ -148,8 +159,38 @@ def ctx_parameter_y_and_x(request): return context_value -@pytest.mark.usefixtures("managers_one_page_two_graphs_one_button") +@pytest.fixture +def ctx_parameter_data_frame_argument(request): + """Mock dash.ctx that represents parameter applied.""" + targets, first_n_parameter = request.param + mock_ctx = { + "args_grouping": { + "external": { + "filters": [], + "filter_interaction": [], + "parameters": [ + CallbackTriggerDict( + id="first_n_parameter", + property="value", + value=first_n_parameter, + str_id="first_n_parameter", + triggered=False, + ) + ] + } + }, + "outputs_list": [ + {"id": {"action_id": "test_action", "target_id": target, "type": "download_dataframe"}, "property": "data"} + for target in targets + ], + } + + context_value.set(AttributeDict(**mock_ctx)) + return context_value + + class TestParameter: + @pytest.mark.usefixtures("managers_one_page_two_graphs_one_button") @pytest.mark.parametrize( "ctx_parameter_y, target_scatter_parameter_y", [("pop", "pop"), ("gdpPercap", "gdpPercap"), ("NONE", None)], @@ -173,6 +214,7 @@ def test_one_parameter_one_target(self, ctx_parameter_y, target_scatter_paramete assert result == expected + @pytest.mark.usefixtures("managers_one_page_two_graphs_one_button") @pytest.mark.parametrize( "ctx_parameter_hover_data, target_scatter_parameter_hover_data", [ @@ -205,6 +247,7 @@ def test_one_parameter_one_target_NONE_list(self, ctx_parameter_hover_data, targ assert result == expected + @pytest.mark.usefixtures("managers_one_page_two_graphs_one_button") @pytest.mark.parametrize( "ctx_parameter_y, target_scatter_parameter_y, target_box_parameter_y", [("pop", "pop", "pop"), ("gdpPercap", "gdpPercap", "gdpPercap")], @@ -228,6 +271,7 @@ def test_one_parameter_multiple_targets(self, ctx_parameter_y, target_scatter_pa assert result == expected + @pytest.mark.usefixtures("managers_one_page_two_graphs_one_button") @pytest.mark.parametrize( "ctx_parameter_y_and_x, target_scatter_parameter_y_and_x", [(["pop", "continent"], ["pop", "continent"]), (["gdpPercap", "country"], ["gdpPercap", "country"])], @@ -257,6 +301,7 @@ def test_multiple_parameters_one_target(self, ctx_parameter_y_and_x, target_scat assert result == expected + @pytest.mark.usefixtures("managers_one_page_two_graphs_one_button") @pytest.mark.parametrize( "ctx_parameter_y_and_x, target_scatter_parameter_y_and_x, target_box_parameter_y_and_x", [ @@ -291,6 +336,7 @@ def test_multiple_parameters_multiple_targets( assert result == expected + @pytest.mark.usefixtures("managers_one_page_two_graphs_one_button") @pytest.mark.parametrize( "ctx_parameter_y_and_x, target_scatter_parameter_y_and_x, target_box_parameter_y_and_x", [ @@ -329,3 +375,39 @@ def test_one_parameter_per_target_multiple_attributes( expected = {"box_chart": target_box_parameter_y_and_x} assert result == expected + + @pytest.mark.usefixtures("managers_one_page_two_graphs_with_dynamic_data") + @pytest.mark.parametrize( + "ctx_parameter_data_frame_argument, " + "target_scatter_parameter_data_frame_first_n, " + "target_box_parameter_data_frame_first_n", + [((["scatter_chart", "box_chart"], 50), 50, 50), ((["scatter_chart", "box_chart"], 100), 100, 100)], + indirect=True, + ) + def test_one_data_frame_parameter_multiple_targets( + self, + ctx_parameter_data_frame_argument, + target_scatter_parameter_data_frame_first_n, + target_box_parameter_data_frame_first_n, + gapminder_2007_dynamic_first_n, + ): + data_manager["gapminder_2007_dynamic_first_n"] = gapminder_2007_dynamic_first_n + + # Creating and adding a Parameter object (data_frame function argument parametrizing) to the existing Page + first_n_parameter = vm.Parameter( + id="test_data_frame_parameter", + targets=["scatter_chart.data_frame.first_n", "box_chart.data_frame.first_n"], + selector=vm.Slider(id="first_n_parameter", min=1, max=10, step=1), + ) + model_manager["test_page"].controls.append(first_n_parameter) + first_n_parameter.pre_build() + + # Run action by picking the above added action function and executing it with () + result = model_manager[f"{PARAMETER_ACTION_PREFIX}_test_data_frame_parameter"].function() + + expected = { + "scatter_chart": target_scatter_parameter_data_frame_first_n, + "box_chart": target_box_parameter_data_frame_first_n, + } + + assert result == expected From f4b5cf97a9817a0499025e6e8366b5ff077c9ee3 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Tue, 21 May 2024 15:32:12 +0200 Subject: [PATCH 47/82] Linting --- vizro-core/docs/pages/user-guides/actions.md | 2 +- vizro-core/docs/pages/user-guides/data.md | 2 +- vizro-core/examples/_dev/app.py | 4 +++- .../actions/_callback_mapping/_callback_mapping_utils.py | 1 - vizro-core/tests/unit/vizro/actions/test_parameter_action.py | 3 ++- 5 files changed, 7 insertions(+), 5 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/actions.md b/vizro-core/docs/pages/user-guides/actions.md index 883bcf612..603e1a8ea 100644 --- a/vizro-core/docs/pages/user-guides/actions.md +++ b/vizro-core/docs/pages/user-guides/actions.md @@ -29,7 +29,7 @@ a result, when a dashboard user now clicks the button, all data on the page will !!! info - If data from [custom chart](custom-charts.md) is being downloaded, then the `data_frame` input argument represents the data that is going to be downloaded. + If data from [custom chart](custom-charts.md) is being downloaded, then the `data_frame` input argument represents the data that is going to be downloaded. !!! example "`export_data`" diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index 18ebd49cc..ce208c875 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -312,7 +312,7 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how 3. Sample points at random, where `number_of_points` gives the number of points selected. 4. To use `load_iris_data` as dynamic data it must be added to the data manager. You should **not** actually call the function as `load_iris_data(number_of_points=...)`; doing so would result in static data that cannot be reloaded. 5. Give the graph `id="graph"` so that the `vm.Parameter` can target it. Dynamic data is referenced by the name of the data source `"iris"`. - 6. Create a `vm.Paramater` to target the `number_of_points` argument for the `data_frame` used in `graph`. + 6. Create a `vm.Parameter` to target the `number_of_points` argument for the `data_frame` used in `graph`. === "Result" [![DynamicData]][DynamicData] diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index 9b3cb996a..e70765d8c 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -20,7 +20,9 @@ def load_iris_data(points=1): # data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) # RedisCache -data_manager.cache = Cache(config={"CACHE_TYPE": "RedisCache", "CACHE_REDIS_HOST": "localhost", "CACHE_REDIS_PORT": 6379}) +data_manager.cache = Cache( + config={"CACHE_TYPE": "RedisCache", "CACHE_REDIS_HOST": "localhost", "CACHE_REDIS_PORT": 6379} +) # Timeout data_manager["iris"].timeout = 30 diff --git a/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py b/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py index 1b08a75ef..45c20a0dc 100644 --- a/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py +++ b/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py @@ -62,7 +62,6 @@ def _get_inputs_of_figure_interactions( # TODO: Refactor this and util functions once we implement "_get_input_property" method in VizroBaseModel models def _get_action_callback_inputs(action_id: ModelID) -> Dict[str, List[Union[State, Dict[str, State]]]]: """Creates mapping of pre-defined action names and a list of `States`.""" - action_function = model_manager[action_id].function._function page: Page = model_manager[model_manager._get_model_page_id(model_id=action_id)] include_inputs = {"filters", "parameters", "filter_interaction", "theme_selector"} diff --git a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py index 44d66b326..36ad2e608 100644 --- a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py +++ b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py @@ -36,6 +36,7 @@ def target_scatter_parameter_y_and_x(request, gapminder_2007, scatter_params): scatter_params["x"] = x return px.scatter(gapminder_2007, **scatter_params).update_layout(margin_t=24) + @pytest.fixture def target_scatter_parameter_data_frame_first_n(request, gapminder_2007_dynamic_first_n, scatter_params): first_n = request.param @@ -176,7 +177,7 @@ def ctx_parameter_data_frame_argument(request): str_id="first_n_parameter", triggered=False, ) - ] + ], } }, "outputs_list": [ From b463bc144d7c1b059170229e8af9275bb9d6e9e3 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Wed, 22 May 2024 16:39:21 +0200 Subject: [PATCH 48/82] Add new parameter data_frame test --- .../docs/pages/user-guides/parameters.md | 6 +- vizro-core/examples/_dev/app.py | 9 +- .../src/vizro/actions/_actions_utils.py | 7 +- .../tests/unit/vizro/actions/conftest.py | 13 +- .../vizro/actions/test_parameter_action.py | 136 ++++++++++++++---- 5 files changed, 129 insertions(+), 42 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/parameters.md b/vizro-core/docs/pages/user-guides/parameters.md index b8ea4264c..160d69774 100644 --- a/vizro-core/docs/pages/user-guides/parameters.md +++ b/vizro-core/docs/pages/user-guides/parameters.md @@ -1,5 +1,3 @@ - - # How to use parameters This guide shows you how to add parameters to your dashboard. One main way to interact with the charts/components on your page is by changing the parameters of the underlying function that creates the chart/component. @@ -179,3 +177,7 @@ If you want to change nested parameters, you can specify the `targets` argument In the above example, the object passed to the function argument `color_discrete_map` is a dictionary which maps the different flower species to fixed colors (for example, `{"virginica":"blue"}`). In this case, only the value `blue` should be changed instead of the entire dictionary. This can be achieved by specifying a target as `scatter.color_discrete_map.virginica`. Note that in the above example, one parameter affects multiple targets. + +## Data loading parameters + +If you are using [dynamic data](data.md/#dynamic-data) loading, you can customize the data being loaded by utilizing parameters. For detailed instructions on how to pass parameters to dynamic data functions from the user interface, refer to the [parametrize data loading](data.md/#parametrize-data-loading) section. \ No newline at end of file diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index e70765d8c..7d341838f 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -13,16 +13,15 @@ def load_iris_data(points=1): return iris.sample(points) -# TODO: double check cache works correctly. data_manager["iris"] = load_iris_data # SimpleCache -# data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) +data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) # RedisCache -data_manager.cache = Cache( - config={"CACHE_TYPE": "RedisCache", "CACHE_REDIS_HOST": "localhost", "CACHE_REDIS_PORT": 6379} -) +# data_manager.cache = Cache( +# config={"CACHE_TYPE": "RedisCache", "CACHE_REDIS_HOST": "localhost", "CACHE_REDIS_PORT": 6379} +# ) # Timeout data_manager["iris"].timeout = 30 diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index ba731763f..eb62c5f67 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -129,7 +129,7 @@ def _update_nested_graph_properties( def _get_parametrized_config( - targets: List[ModelID], parameters: List[CallbackTriggerDict] + targets: List[ModelID], ctds_parameters: List[CallbackTriggerDict] ) -> Dict[ModelID, Dict[str, Any]]: parameterized_config = {} parameterized_data_frame_arguments = {} @@ -139,10 +139,9 @@ def _get_parametrized_config( graph_config = deepcopy(model_manager[target].figure._arguments) # Not possible to update nested arguments for data_frame, just top-level ones. This is ok. - # TODO: Put in some check to raise error? graph_config["data_frame"] = {} - for ctd in parameters: + for ctd in ctds_parameters: selector_value = ctd[ "value" ] # TODO: needs to be refactored so that it is independent of implementation details @@ -201,7 +200,7 @@ def _get_targets_data_and_config( targets: Optional[List[ModelID]] = None, ): parameterized_config, parameterized_data_frame_arguments = _get_parametrized_config( - targets=targets, parameters=ctds_parameters + targets=targets, ctds_parameters=ctds_parameters ) filtered_data = _get_filtered_data( diff --git a/vizro-core/tests/unit/vizro/actions/conftest.py b/vizro-core/tests/unit/vizro/actions/conftest.py index 5bc5a8e95..4335c8fdc 100644 --- a/vizro-core/tests/unit/vizro/actions/conftest.py +++ b/vizro-core/tests/unit/vizro/actions/conftest.py @@ -1,3 +1,4 @@ +import pandas as pd import pytest import vizro.models as vm import vizro.plotly.express as px @@ -10,8 +11,8 @@ def gapminder_2007(gapminder): @pytest.fixture -def gapminder_2007_dynamic_first_n(gapminder_2007): - return lambda first_n=None: gapminder_2007[:first_n] if first_n else gapminder_2007 +def gapminder_dynamic_first_n_last_n_function(gapminder): + return lambda first_n=None, last_n=None: pd.concat([gapminder[:first_n], gapminder[-last_n:]]) if last_n else gapminder[:first_n] @pytest.fixture @@ -25,8 +26,8 @@ def box_chart(gapminder_2007, box_params): @pytest.fixture -def box_chart_dynamic_data_frame(gapminder_2007_dynamic_first_n, box_params): - return px.box("gapminder_2007_dynamic_first_n", **box_params).update_layout(margin_t=24) +def box_chart_dynamic_data_frame(box_params): + return px.box("gapminder_dynamic_first_n_last_n", **box_params).update_layout(margin_t=24) @pytest.fixture @@ -40,8 +41,8 @@ def scatter_chart(gapminder_2007, scatter_params): @pytest.fixture -def scatter_chart_dynamic_data_frame(gapminder_2007_dynamic_first_n, scatter_params): - return px.scatter("gapminder_2007_dynamic_first_n", **scatter_params).update_layout(margin_t=24) +def scatter_chart_dynamic_data_frame(scatter_params): + return px.scatter("gapminder_dynamic_first_n_last_n", **scatter_params).update_layout(margin_t=24) @pytest.fixture diff --git a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py index 36ad2e608..5bdd9bcf4 100644 --- a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py +++ b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py @@ -38,15 +38,21 @@ def target_scatter_parameter_y_and_x(request, gapminder_2007, scatter_params): @pytest.fixture -def target_scatter_parameter_data_frame_first_n(request, gapminder_2007_dynamic_first_n, scatter_params): - first_n = request.param - return px.scatter(gapminder_2007_dynamic_first_n(first_n), **scatter_params).update_layout(margin_t=24) +def target_scatter_parameter_data_frame_first_n_last_n(request, gapminder_dynamic_first_n_last_n_function, scatter_params): + first_n, last_n = request.param + return px.scatter( + gapminder_dynamic_first_n_last_n_function(first_n, last_n), + **scatter_params + ).update_layout(margin_t=24) @pytest.fixture -def target_box_parameter_data_frame_first_n(request, gapminder_2007_dynamic_first_n, box_params): - first_n = request.param - return px.box(gapminder_2007_dynamic_first_n(first_n), **box_params).update_layout(margin_t=24) +def target_box_parameter_data_frame_first_n_last_n(request, gapminder_dynamic_first_n_last_n_function, box_params): + first_n, last_n = request.param + return px.box( + gapminder_dynamic_first_n_last_n_function(first_n, last_n), + **box_params + ).update_layout(margin_t=24) @pytest.fixture @@ -163,21 +169,35 @@ def ctx_parameter_y_and_x(request): @pytest.fixture def ctx_parameter_data_frame_argument(request): """Mock dash.ctx that represents parameter applied.""" - targets, first_n_parameter = request.param + targets, first_n, last_n = request.param + + parameters = [ + CallbackTriggerDict( + id="first_n_parameter", + property="value", + value=first_n, + str_id="first_n_parameter", + triggered=False, + ) + ] + + if last_n: + parameters.append( + CallbackTriggerDict( + id="last_n_parameter", + property="value", + value=last_n, + str_id="last_n_parameter", + triggered=False, + ) + ) + mock_ctx = { "args_grouping": { "external": { "filters": [], "filter_interaction": [], - "parameters": [ - CallbackTriggerDict( - id="first_n_parameter", - property="value", - value=first_n_parameter, - str_id="first_n_parameter", - triggered=False, - ) - ], + "parameters": parameters } }, "outputs_list": [ @@ -380,19 +400,30 @@ def test_one_parameter_per_target_multiple_attributes( @pytest.mark.usefixtures("managers_one_page_two_graphs_with_dynamic_data") @pytest.mark.parametrize( "ctx_parameter_data_frame_argument, " - "target_scatter_parameter_data_frame_first_n, " - "target_box_parameter_data_frame_first_n", - [((["scatter_chart", "box_chart"], 50), 50, 50), ((["scatter_chart", "box_chart"], 100), 100, 100)], + "target_scatter_parameter_data_frame_first_n_last_n, " + "target_box_parameter_data_frame_first_n_last_n", + [ + ( + (["scatter_chart", "box_chart"], 50, None), + (50, None), + (50, None), + ), + ( + (["scatter_chart", "box_chart"], 100, None), + (100, None), + (100, None), + ) + ], indirect=True, ) def test_one_data_frame_parameter_multiple_targets( self, ctx_parameter_data_frame_argument, - target_scatter_parameter_data_frame_first_n, - target_box_parameter_data_frame_first_n, - gapminder_2007_dynamic_first_n, + target_scatter_parameter_data_frame_first_n_last_n, + target_box_parameter_data_frame_first_n_last_n, + gapminder_dynamic_first_n_last_n_function, ): - data_manager["gapminder_2007_dynamic_first_n"] = gapminder_2007_dynamic_first_n + data_manager["gapminder_dynamic_first_n_last_n"] = gapminder_dynamic_first_n_last_n_function # Creating and adding a Parameter object (data_frame function argument parametrizing) to the existing Page first_n_parameter = vm.Parameter( @@ -407,8 +438,63 @@ def test_one_data_frame_parameter_multiple_targets( result = model_manager[f"{PARAMETER_ACTION_PREFIX}_test_data_frame_parameter"].function() expected = { - "scatter_chart": target_scatter_parameter_data_frame_first_n, - "box_chart": target_box_parameter_data_frame_first_n, + "scatter_chart": target_scatter_parameter_data_frame_first_n_last_n, + "box_chart": target_box_parameter_data_frame_first_n_last_n, + } + + assert result == expected + + @pytest.mark.usefixtures("managers_one_page_two_graphs_with_dynamic_data") + @pytest.mark.parametrize( + "ctx_parameter_data_frame_argument, " + "target_scatter_parameter_data_frame_first_n_last_n, " + "target_box_parameter_data_frame_first_n_last_n", + [ + ( + (["scatter_chart", "box_chart"], 50, 50), + (50, 50), + (50, 50), + ), + ( + (["scatter_chart", "box_chart"], 100, 100), + (100, 100), + (100, 100), + ) + ], + indirect=True, + ) + def test_multiple_data_frame_parameters_multiple_targets( + self, + ctx_parameter_data_frame_argument, + target_scatter_parameter_data_frame_first_n_last_n, + target_box_parameter_data_frame_first_n_last_n, + gapminder_dynamic_first_n_last_n_function, + ): + data_manager["gapminder_dynamic_first_n_last_n"] = gapminder_dynamic_first_n_last_n_function + + # Creating and adding a Parameter object (data_frame function argument parametrizing) to the existing Page + first_n_parameter = vm.Parameter( + id="test_data_frame_parameter_first_n", + targets=["scatter_chart.data_frame.first_n", "box_chart.data_frame.first_n"], + selector=vm.Slider(id="first_n_parameter", min=1, max=10, step=1), + ) + model_manager["test_page"].controls.append(first_n_parameter) + first_n_parameter.pre_build() + + last_n_parameter = vm.Parameter( + id="test_data_frame_parameter_last_n", + targets=["scatter_chart.data_frame.last_n", "box_chart.data_frame.last_n"], + selector=vm.Slider(id="last_n_parameter", min=1, max=10, step=1), + ) + model_manager["test_page"].controls.append(last_n_parameter) + last_n_parameter.pre_build() + + # Run action by picking the above added action function and executing it with () + result = model_manager[f"{PARAMETER_ACTION_PREFIX}_test_data_frame_parameter_first_n"].function() + + expected = { + "scatter_chart": target_scatter_parameter_data_frame_first_n_last_n, + "box_chart": target_box_parameter_data_frame_first_n_last_n, } assert result == expected From 773e8aff2d791853c9b7eb167b58a323cde76548 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed, 22 May 2024 14:39:51 +0000 Subject: [PATCH 49/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- .../docs/pages/user-guides/parameters.md | 2 +- .../tests/unit/vizro/actions/conftest.py | 4 ++- .../vizro/actions/test_parameter_action.py | 28 +++++++------------ 3 files changed, 14 insertions(+), 20 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/parameters.md b/vizro-core/docs/pages/user-guides/parameters.md index 160d69774..49f9e3863 100644 --- a/vizro-core/docs/pages/user-guides/parameters.md +++ b/vizro-core/docs/pages/user-guides/parameters.md @@ -180,4 +180,4 @@ Note that in the above example, one parameter affects multiple targets. ## Data loading parameters -If you are using [dynamic data](data.md/#dynamic-data) loading, you can customize the data being loaded by utilizing parameters. For detailed instructions on how to pass parameters to dynamic data functions from the user interface, refer to the [parametrize data loading](data.md/#parametrize-data-loading) section. \ No newline at end of file +If you are using [dynamic data](data.md/#dynamic-data) loading, you can customize the data being loaded by utilizing parameters. For detailed instructions on how to pass parameters to dynamic data functions from the user interface, refer to the [parametrize data loading](data.md/#parametrize-data-loading) section. diff --git a/vizro-core/tests/unit/vizro/actions/conftest.py b/vizro-core/tests/unit/vizro/actions/conftest.py index 4335c8fdc..676e07456 100644 --- a/vizro-core/tests/unit/vizro/actions/conftest.py +++ b/vizro-core/tests/unit/vizro/actions/conftest.py @@ -12,7 +12,9 @@ def gapminder_2007(gapminder): @pytest.fixture def gapminder_dynamic_first_n_last_n_function(gapminder): - return lambda first_n=None, last_n=None: pd.concat([gapminder[:first_n], gapminder[-last_n:]]) if last_n else gapminder[:first_n] + return lambda first_n=None, last_n=None: ( + pd.concat([gapminder[:first_n], gapminder[-last_n:]]) if last_n else gapminder[:first_n] + ) @pytest.fixture diff --git a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py index 5bdd9bcf4..e192a6b69 100644 --- a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py +++ b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py @@ -38,21 +38,19 @@ def target_scatter_parameter_y_and_x(request, gapminder_2007, scatter_params): @pytest.fixture -def target_scatter_parameter_data_frame_first_n_last_n(request, gapminder_dynamic_first_n_last_n_function, scatter_params): +def target_scatter_parameter_data_frame_first_n_last_n( + request, gapminder_dynamic_first_n_last_n_function, scatter_params +): first_n, last_n = request.param - return px.scatter( - gapminder_dynamic_first_n_last_n_function(first_n, last_n), - **scatter_params - ).update_layout(margin_t=24) + return px.scatter(gapminder_dynamic_first_n_last_n_function(first_n, last_n), **scatter_params).update_layout( + margin_t=24 + ) @pytest.fixture def target_box_parameter_data_frame_first_n_last_n(request, gapminder_dynamic_first_n_last_n_function, box_params): first_n, last_n = request.param - return px.box( - gapminder_dynamic_first_n_last_n_function(first_n, last_n), - **box_params - ).update_layout(margin_t=24) + return px.box(gapminder_dynamic_first_n_last_n_function(first_n, last_n), **box_params).update_layout(margin_t=24) @pytest.fixture @@ -193,13 +191,7 @@ def ctx_parameter_data_frame_argument(request): ) mock_ctx = { - "args_grouping": { - "external": { - "filters": [], - "filter_interaction": [], - "parameters": parameters - } - }, + "args_grouping": {"external": {"filters": [], "filter_interaction": [], "parameters": parameters}}, "outputs_list": [ {"id": {"action_id": "test_action", "target_id": target, "type": "download_dataframe"}, "property": "data"} for target in targets @@ -412,7 +404,7 @@ def test_one_parameter_per_target_multiple_attributes( (["scatter_chart", "box_chart"], 100, None), (100, None), (100, None), - ) + ), ], indirect=True, ) @@ -459,7 +451,7 @@ def test_one_data_frame_parameter_multiple_targets( (["scatter_chart", "box_chart"], 100, 100), (100, 100), (100, 100), - ) + ), ], indirect=True, ) From 7078134a20280524939b902b629370004d946eb8 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Thu, 23 May 2024 06:46:55 +0200 Subject: [PATCH 50/82] Fixing docs examples --- vizro-core/docs/pages/user-guides/data.md | 14 +++++++++++--- .../unit/vizro/actions/test_export_data_action.py | 12 ++++++------ .../unit/vizro/actions/test_parameter_action.py | 1 + 3 files changed, 18 insertions(+), 9 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index ce208c875..83650d7fa 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -288,7 +288,7 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how from vizro.managers import data_manager - def load_iris_data(number_of_points): # (1)! + def load_iris_data(number_of_points=10): # (1)! iris = pd.read_csv("iris.csv") # (2)! return iris.sample(number_of_points) # (3)! @@ -299,7 +299,12 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how components=[ vm.Graph(id="graph", figure=px.box("iris", x="species", y="petal_width", color="species")) # (5)! ], - controls=[vm.Parameter(targets=["graph.data_frame.number_of_points"], selector=vm.Slider(min=1, max=20, value=10)], # (6)! + controls=[ + vm.Parameter( + targets=["graph.data_frame.number_of_points"], # (6)! + selector=vm.Slider(min=1, max=20, step=1, value=10) + ) + ], ) dashboard = vm.Dashboard(pages=[page]) @@ -356,7 +361,10 @@ The possible values shown on a filter's [selector](selectors.md) are fixed and d vm.Graph(id="graph", figure=px.box("iris", x="species", y="petal_width", color="species")) ], controls=[ - vm.Parameter(targets=["graph.data_frame.number_of_points"], selector=vm.Slider(min=1, max=20, value=10), + vm.Parameter( + targets=["graph.data_frame.number_of_points"], + selector=vm.Slider(min=1, max=20, step=1, value=10) + ), vm.Filter(column="species"), ], ) diff --git a/vizro-core/tests/unit/vizro/actions/test_export_data_action.py b/vizro-core/tests/unit/vizro/actions/test_export_data_action.py index 664cb79b1..a14bab523 100644 --- a/vizro-core/tests/unit/vizro/actions/test_export_data_action.py +++ b/vizro-core/tests/unit/vizro/actions/test_export_data_action.py @@ -22,9 +22,9 @@ def target_scatter_filter_and_filter_interaction(request, gapminder_2007): @pytest.fixture -def target_scatter_filter_and_parameter(request, gapminder_2007): +def target_scatter_filter_and_parameter(request, gapminder): pop_filter, first_n_parameter = request.param - data = gapminder_2007 + data = gapminder if first_n_parameter: data = data.head(first_n_parameter) if pop_filter: @@ -33,9 +33,9 @@ def target_scatter_filter_and_parameter(request, gapminder_2007): @pytest.fixture -def target_box_filter_and_parameter(request, gapminder_2007): +def target_box_filter_and_parameter(request, gapminder): pop_filter, first_n_parameter = request.param - data = gapminder_2007 + data = gapminder if first_n_parameter: data = data[:first_n_parameter] if pop_filter: @@ -443,10 +443,10 @@ def test_multiple_targets_with_filter_and_data_frame_parameter( ctx_export_data_filter_and_parameter, target_scatter_filter_and_parameter, target_box_filter_and_parameter, - gapminder_2007_dynamic_first_n, + gapminder_dynamic_first_n_last_n_function, ): # Adding dynamic data_frame to data_manager - data_manager["gapminder_2007_dynamic_first_n"] = gapminder_2007_dynamic_first_n + data_manager["gapminder_dynamic_first_n_last_n"] = gapminder_dynamic_first_n_last_n_function # Creating and adding a Filter object to the existing Page pop_filter = vm.Filter(column="pop", selector=vm.RangeSlider(id="pop_filter")) diff --git a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py index e192a6b69..83725dae2 100644 --- a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py +++ b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py @@ -473,6 +473,7 @@ def test_multiple_data_frame_parameters_multiple_targets( model_manager["test_page"].controls.append(first_n_parameter) first_n_parameter.pre_build() + # Creating and adding a Parameter object (data_frame function argument parametrizing) to the existing Page last_n_parameter = vm.Parameter( id="test_data_frame_parameter_last_n", targets=["scatter_chart.data_frame.last_n", "box_chart.data_frame.last_n"], From a838c98660401ac8ed5bfe0b6300873334a8eaae Mon Sep 17 00:00:00 2001 From: petar-qb Date: Thu, 23 May 2024 09:38:46 +0200 Subject: [PATCH 51/82] Fix loading iris in example and minor docs changes to include info about argument default value --- vizro-core/docs/pages/user-guides/data.md | 8 ++--- vizro-core/examples/_dev/app.py | 41 +++++------------------ 2 files changed, 13 insertions(+), 36 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index 83650d7fa..080d2ae95 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -63,7 +63,7 @@ The below example uses the Iris data saved to a file `iris.csv` in the same dire page = vm.Page( title="Static data example", components=[ - vm.Graph(figure=px.box("iris", x="species", y="petal_width", color="species")), + vm.Graph(figure=px.box(iris, x="species", y="petal_width", color="species")), ] ) @@ -272,7 +272,7 @@ You can supply arguments to your dynamic data loading function that can be modif To add a parameter to control a dynamic data source, do the following: -- add the appropriate argument to your dynamic data function. +- add the appropriate argument to your dynamic data function and specify a default value for the argument. - add an `id` to all components that have a data source you wish to alter through a parameter. - [add a parameter](parameters.md) with `targets` of the form `.data_frame.` and a suitable [selector](selectors.md). @@ -280,7 +280,7 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how !!! example "Parametrized dynamic data" === "app.py" - ```py hl_lines="8 10 19" + ```py hl_lines="8 10 21" from vizro import Vizro import pandas as pd import vizro.plotly.express as px @@ -312,7 +312,7 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how Vizro().build(dashboard).run() ``` - 1. `load_iris_data` now takes a single argument, `number_of_points`. + 1. `load_iris_data` now takes a single argument, `number_of_points=10` (with the default value of 10). 2. `iris` is still a pandas DataFrame created by reading from the CSV file `iris.csv`. 3. Sample points at random, where `number_of_points` gives the number of points selected. 4. To use `load_iris_data` as dynamic data it must be added to the data manager. You should **not** actually call the function as `load_iris_data(number_of_points=...)`; doing so would result in static data that cannot be reloaded. diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index 7d341838f..83d9c1d2f 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -1,46 +1,23 @@ -import vizro.models as vm -import vizro.plotly.express as px -from flask_caching import Cache from vizro import Vizro -from vizro.actions import export_data -from vizro.managers import data_manager +import pandas as pd +import vizro.plotly.express as px +import vizro.models as vm +from vizro.managers import data_manager -# Note need to specify default value if have Filter since that calls data load function -# Then have problem that filter options don't get updated when data source changes -def load_iris_data(points=1): +def load_iris_data(): iris = px.data.iris() - return iris.sample(points) - + return iris.sample(50) data_manager["iris"] = load_iris_data -# SimpleCache -data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) - -# RedisCache -# data_manager.cache = Cache( -# config={"CACHE_TYPE": "RedisCache", "CACHE_REDIS_HOST": "localhost", "CACHE_REDIS_PORT": 6379} -# ) - -# Timeout -data_manager["iris"].timeout = 30 - - page = vm.Page( - title="My first page", + title="Update the chart on page refresh", components=[ - vm.Graph(id="graph", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species")), - vm.Button(text="Export", actions=[vm.Action(function=export_data())]), - ], - controls=[ - vm.Parameter(targets=["graph.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), - vm.Parameter(targets=["graph.data_frame.points"], selector=vm.Slider(min=1, max=10, step=1)), - vm.Filter(column="species", selector=vm.Dropdown(options=["setosa", "versicolor", "virginica"])), + vm.Graph(figure=px.box("iris", x="species", y="petal_width", color="species")) ], ) dashboard = vm.Dashboard(pages=[page]) -if __name__ == "__main__": - Vizro().build(dashboard).run() +Vizro().build(dashboard).run() \ No newline at end of file From 7ea420e00877c64faa8bc2736772edbde78c8c9b Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 23 May 2024 07:43:09 +0000 Subject: [PATCH 52/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/examples/_dev/app.py | 13 ++++--------- 1 file changed, 4 insertions(+), 9 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index 35df12a32..3769c3602 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -1,8 +1,6 @@ -from vizro import Vizro -import pandas as pd -import vizro.plotly.express as px import vizro.models as vm - +import vizro.plotly.express as px +from vizro import Vizro from vizro.managers import data_manager @@ -15,13 +13,10 @@ def load_iris_data(number_of_points=10): page = vm.Page( title="Update the chart on page refresh", - components=[ - vm.Graph(id="graph", figure=px.box("iris", x="species", y="petal_width", color="species")) - ], + components=[vm.Graph(id="graph", figure=px.box("iris", x="species", y="petal_width", color="species"))], controls=[ vm.Parameter( - targets=["graph.data_frame.number_of_points"], - selector=vm.Slider(min=1, max=20, step=1, value=10) + targets=["graph.data_frame.number_of_points"], selector=vm.Slider(min=1, max=20, step=1, value=10) ), vm.Filter(column="species"), ], From 92120e0ba2d34cb110c43f4e927cfe562295153f Mon Sep 17 00:00:00 2001 From: petar-qb Date: Thu, 23 May 2024 09:44:13 +0200 Subject: [PATCH 53/82] New _dev/app example --- vizro-core/examples/_dev/app.py | 39 ++++++++++++++++++++++----------- 1 file changed, 26 insertions(+), 13 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index 35df12a32..7d341838f 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -1,29 +1,42 @@ -from vizro import Vizro -import pandas as pd -import vizro.plotly.express as px import vizro.models as vm - +import vizro.plotly.express as px +from flask_caching import Cache +from vizro import Vizro +from vizro.actions import export_data from vizro.managers import data_manager -def load_iris_data(number_of_points=10): +# Note need to specify default value if have Filter since that calls data load function +# Then have problem that filter options don't get updated when data source changes +def load_iris_data(points=1): iris = px.data.iris() - return iris.sample(number_of_points) + return iris.sample(points) data_manager["iris"] = load_iris_data +# SimpleCache +data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) + +# RedisCache +# data_manager.cache = Cache( +# config={"CACHE_TYPE": "RedisCache", "CACHE_REDIS_HOST": "localhost", "CACHE_REDIS_PORT": 6379} +# ) + +# Timeout +data_manager["iris"].timeout = 30 + + page = vm.Page( - title="Update the chart on page refresh", + title="My first page", components=[ - vm.Graph(id="graph", figure=px.box("iris", x="species", y="petal_width", color="species")) + vm.Graph(id="graph", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species")), + vm.Button(text="Export", actions=[vm.Action(function=export_data())]), ], controls=[ - vm.Parameter( - targets=["graph.data_frame.number_of_points"], - selector=vm.Slider(min=1, max=20, step=1, value=10) - ), - vm.Filter(column="species"), + vm.Parameter(targets=["graph.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), + vm.Parameter(targets=["graph.data_frame.points"], selector=vm.Slider(min=1, max=10, step=1)), + vm.Filter(column="species", selector=vm.Dropdown(options=["setosa", "versicolor", "virginica"])), ], ) From 2a1e8beaa63b88220ce81ed5b0d93986346c551e Mon Sep 17 00:00:00 2001 From: petar-qb Date: Thu, 23 May 2024 10:08:28 +0200 Subject: [PATCH 54/82] More representative _dev/app.py example --- vizro-core/examples/_dev/app.py | 48 ++++++++++++++++++++++++++++----- 1 file changed, 41 insertions(+), 7 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index 7d341838f..4a5e2f796 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -8,9 +8,9 @@ # Note need to specify default value if have Filter since that calls data load function # Then have problem that filter options don't get updated when data source changes -def load_iris_data(points=1): +def load_iris_data(points=1, additional_points=1): iris = px.data.iris() - return iris.sample(points) + return iris.sample(points + additional_points) data_manager["iris"] = load_iris_data @@ -27,20 +27,54 @@ def load_iris_data(points=1): data_manager["iris"].timeout = 30 -page = vm.Page( +# TEST CASE: +# There are 2 Parameters per page that control the number of points and additional points. +# Set all of them to same number and see that the output for all of them will be the same if cache is configured, +# otherwise the output will be different. + +page_1 = vm.Page( title="My first page", components=[ - vm.Graph(id="graph", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species")), + vm.Graph(id="graph_1", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species")), + vm.Graph(id="graph_2", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species")), + vm.Button(text="Export", actions=[vm.Action(function=export_data())]), + ], + controls=[ + vm.Parameter(targets=["graph_1.x", "graph_2.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), + vm.Parameter( + targets=["graph_1.data_frame.points", "graph_1.data_frame.additional_points"], + selector=vm.Slider(title="Graph 1 points / Graph 1 additional_points", min=1, max=10, step=1) + ), + vm.Parameter( + targets=["graph_2.data_frame.points", "graph_2.data_frame.additional_points"], + selector=vm.Slider(title="Graph 2 points / Graph 2 additional_points", min=1, max=10, step=1) + ), + vm.Filter(column="species", selector=vm.Dropdown(options=["setosa", "versicolor", "virginica"])), + ], +) + +page_2 = vm.Page( + title="My second page", + components=[ + vm.Graph(id="graph_second_1", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species")), + vm.Graph(id="graph_second_2", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species")), vm.Button(text="Export", actions=[vm.Action(function=export_data())]), ], controls=[ - vm.Parameter(targets=["graph.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), - vm.Parameter(targets=["graph.data_frame.points"], selector=vm.Slider(min=1, max=10, step=1)), + vm.Parameter(targets=["graph_second_1.x", "graph_second_2.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), + vm.Parameter( + targets=["graph_second_1.data_frame.points", "graph_second_2.data_frame.points"], + selector=vm.Slider(title="Graph 1 points / Graph 2 points", min=1, max=10, step=1) + ), + vm.Parameter( + targets=["graph_second_1.data_frame.additional_points", "graph_second_2.data_frame.additional_points"], + selector=vm.Slider(title="Graph 1 additional_points / Graph 2 additional_points", min=1, max=10, step=1) + ), vm.Filter(column="species", selector=vm.Dropdown(options=["setosa", "versicolor", "virginica"])), ], ) -dashboard = vm.Dashboard(pages=[page]) +dashboard = vm.Dashboard(pages=[page_1, page_2]) if __name__ == "__main__": Vizro().build(dashboard).run() From a658e43f09296c43cc062d799a7233441a679dcb Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 23 May 2024 08:08:54 +0000 Subject: [PATCH 55/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/examples/_dev/app.py | 35 +++++++++++++++++++++++---------- 1 file changed, 25 insertions(+), 10 deletions(-) diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index 4a5e2f796..c16c48f43 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -35,19 +35,25 @@ def load_iris_data(points=1, additional_points=1): page_1 = vm.Page( title="My first page", components=[ - vm.Graph(id="graph_1", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species")), - vm.Graph(id="graph_2", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species")), + vm.Graph( + id="graph_1", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species") + ), + vm.Graph( + id="graph_2", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species") + ), vm.Button(text="Export", actions=[vm.Action(function=export_data())]), ], controls=[ - vm.Parameter(targets=["graph_1.x", "graph_2.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), + vm.Parameter( + targets=["graph_1.x", "graph_2.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"]) + ), vm.Parameter( targets=["graph_1.data_frame.points", "graph_1.data_frame.additional_points"], - selector=vm.Slider(title="Graph 1 points / Graph 1 additional_points", min=1, max=10, step=1) + selector=vm.Slider(title="Graph 1 points / Graph 1 additional_points", min=1, max=10, step=1), ), vm.Parameter( targets=["graph_2.data_frame.points", "graph_2.data_frame.additional_points"], - selector=vm.Slider(title="Graph 2 points / Graph 2 additional_points", min=1, max=10, step=1) + selector=vm.Slider(title="Graph 2 points / Graph 2 additional_points", min=1, max=10, step=1), ), vm.Filter(column="species", selector=vm.Dropdown(options=["setosa", "versicolor", "virginica"])), ], @@ -56,19 +62,28 @@ def load_iris_data(points=1, additional_points=1): page_2 = vm.Page( title="My second page", components=[ - vm.Graph(id="graph_second_1", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species")), - vm.Graph(id="graph_second_2", figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species")), + vm.Graph( + id="graph_second_1", + figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species"), + ), + vm.Graph( + id="graph_second_2", + figure=px.scatter(data_frame="iris", x="sepal_length", y="petal_width", color="species"), + ), vm.Button(text="Export", actions=[vm.Action(function=export_data())]), ], controls=[ - vm.Parameter(targets=["graph_second_1.x", "graph_second_2.x"], selector=vm.RadioItems(options=["sepal_length", "sepal_width"])), + vm.Parameter( + targets=["graph_second_1.x", "graph_second_2.x"], + selector=vm.RadioItems(options=["sepal_length", "sepal_width"]), + ), vm.Parameter( targets=["graph_second_1.data_frame.points", "graph_second_2.data_frame.points"], - selector=vm.Slider(title="Graph 1 points / Graph 2 points", min=1, max=10, step=1) + selector=vm.Slider(title="Graph 1 points / Graph 2 points", min=1, max=10, step=1), ), vm.Parameter( targets=["graph_second_1.data_frame.additional_points", "graph_second_2.data_frame.additional_points"], - selector=vm.Slider(title="Graph 1 additional_points / Graph 2 additional_points", min=1, max=10, step=1) + selector=vm.Slider(title="Graph 1 additional_points / Graph 2 additional_points", min=1, max=10, step=1), ), vm.Filter(column="species", selector=vm.Dropdown(options=["setosa", "versicolor", "virginica"])), ], From 183fd22f0324ef354abd516f910fa25ed5c696c6 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Thu, 23 May 2024 10:54:02 +0200 Subject: [PATCH 56/82] A small refactoring in _callback_mapping.py --- .../_callback_mapping/_callback_mapping_utils.py | 14 ++++---------- 1 file changed, 4 insertions(+), 10 deletions(-) diff --git a/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py b/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py index 45c20a0dc..e62b712cb 100644 --- a/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py +++ b/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py @@ -67,17 +67,11 @@ def _get_action_callback_inputs(action_id: ModelID) -> Dict[str, List[Union[Stat include_inputs = {"filters", "parameters", "filter_interaction", "theme_selector"} action_input_mapping = { - "filters": (_get_inputs_of_controls(page=page, control_type=Filter) if "filters" in include_inputs else []), - "parameters": ( - _get_inputs_of_controls(page=page, control_type=Parameter) if "parameters" in include_inputs else [] - ), + "filters": _get_inputs_of_controls(page=page, control_type=Filter), + "parameters": _get_inputs_of_controls(page=page, control_type=Parameter), # TODO: Probably need to adjust other inputs to follow the same structure List[Dict[str, State]] - "filter_interaction": ( - _get_inputs_of_figure_interactions(page=page, action_function=filter_interaction.__wrapped__) - if "filter_interaction" in include_inputs - else [] - ), - "theme_selector": State("theme_selector", "checked") if "theme_selector" in include_inputs else [], + "filter_interaction": _get_inputs_of_figure_interactions(page=page, action_function=filter_interaction.__wrapped__), + "theme_selector": State("theme_selector", "checked"), } return action_input_mapping From 32ee7c71faa841ba5a24f733d14127a06ab74e08 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 23 May 2024 08:54:45 +0000 Subject: [PATCH 57/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- .../actions/_callback_mapping/_callback_mapping_utils.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py b/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py index e62b712cb..6db3857d5 100644 --- a/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py +++ b/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py @@ -70,7 +70,9 @@ def _get_action_callback_inputs(action_id: ModelID) -> Dict[str, List[Union[Stat "filters": _get_inputs_of_controls(page=page, control_type=Filter), "parameters": _get_inputs_of_controls(page=page, control_type=Parameter), # TODO: Probably need to adjust other inputs to follow the same structure List[Dict[str, State]] - "filter_interaction": _get_inputs_of_figure_interactions(page=page, action_function=filter_interaction.__wrapped__), + "filter_interaction": _get_inputs_of_figure_interactions( + page=page, action_function=filter_interaction.__wrapped__ + ), "theme_selector": State("theme_selector", "checked"), } return action_input_mapping From afd91c615735d9b93154c9c3c98bd38de6a00253 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 23 May 2024 10:32:21 +0100 Subject: [PATCH 58/82] Refactor _actions_utils and minor rewording --- .../src/vizro/actions/_actions_utils.py | 120 +++++++----------- .../src/vizro/models/_controls/parameter.py | 5 +- .../vizro/models/_controls/test_parameter.py | 6 +- 3 files changed, 53 insertions(+), 78 deletions(-) diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index eb62c5f67..22b48caf3 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -128,89 +128,68 @@ def _update_nested_graph_properties( return graph_config -def _get_parametrized_config( - targets: List[ModelID], ctds_parameters: List[CallbackTriggerDict] -) -> Dict[ModelID, Dict[str, Any]]: - parameterized_config = {} - parameterized_data_frame_arguments = {} - for target in targets: - # TODO - avoid calling _captured_callable. Once we have done this we can remove _arguments from - # CapturedCallable entirely. - graph_config = deepcopy(model_manager[target].figure._arguments) - - # Not possible to update nested arguments for data_frame, just top-level ones. This is ok. - graph_config["data_frame"] = {} - - for ctd in ctds_parameters: - selector_value = ctd[ - "value" - ] # TODO: needs to be refactored so that it is independent of implementation details - if hasattr(selector_value, "__iter__") and ALL_OPTION in selector_value: # type: ignore[operator] - selector: SelectorType = model_manager[ctd["id"]] - selector_value = selector.options - selector_value = _validate_selector_value_none(selector_value) - selector_actions = _get_component_actions(model_manager[ctd["id"]]) - - for action in selector_actions: - action_targets = _create_target_arg_mapping(action.function["targets"]) +def _get_parametrized_config(target: ModelID, ctd_parameters: List[CallbackTriggerDict]) -> Dict[str, Any]: + # TODO - avoid calling _captured_callable. Once we have done this we can remove _arguments from + # CapturedCallable entirely. + config = deepcopy(model_manager[target].figure._arguments) + + # It's not possible to address nested argument of data_frame like data_frame.x.y, just top-level ones like + # data_frame.x. + config["data_frame"] = {} + + for ctd in ctd_parameters: + selector_value = ctd[ + "value" + ] # TODO: needs to be refactored so that it is independent of implementation details + if hasattr(selector_value, "__iter__") and ALL_OPTION in selector_value: # type: ignore[operator] + selector: SelectorType = model_manager[ctd["id"]] + selector_value = selector.options + selector_value = _validate_selector_value_none(selector_value) + selector_actions = _get_component_actions(model_manager[ctd["id"]]) - if action.function._function.__name__ != "_parameter" or target not in action_targets: - continue + for action in selector_actions: + action_targets = _create_target_arg_mapping(action.function["targets"]) - for action_targets_arg in action_targets[target]: - graph_config = _update_nested_graph_properties( - graph_config=graph_config, dot_separated_string=action_targets_arg, value=selector_value - ) - # TODO: think if changing data_frame entirely to new source is ok. Probably don't allow for now - # in case change how things work and want to disallow it in future. + if action.function._function.__name__ != "_parameter" or target not in action_targets: + continue - parameterized_data_frame_arguments[target] = {"data_frame": graph_config.pop("data_frame")} - parameterized_config[target] = graph_config + for action_targets_arg in action_targets[target]: + config = _update_nested_graph_properties( + graph_config=config, dot_separated_string=action_targets_arg, value=selector_value + ) - return parameterized_config, parameterized_data_frame_arguments + return config # Helper functions used in pre-defined actions ---- -def _get_filtered_data( - targets: List[ModelID], - ctds_filters: List[CallbackTriggerDict], - ctds_filter_interaction: List[Dict[str, CallbackTriggerDict]], - parameterized_data_frame_arguments: Optional[Dict[ModelID, [str, Any]]] = None, -) -> Dict[ModelID, pd.DataFrame]: - filtered_data = {} - for target in targets: - data_source_name = model_manager[target]["data_frame"] - data_frame = data_manager[data_source_name].load( - **parameterized_data_frame_arguments[target]["data_frame"] if parameterized_data_frame_arguments else {} - ) - data_frame = _apply_filters(data_frame=data_frame, ctds_filters=ctds_filters, target=target) - data_frame = _apply_filter_interaction( - data_frame=data_frame, ctds_filter_interaction=ctds_filter_interaction, target=target - ) - - filtered_data[target] = data_frame - - return filtered_data - - def _get_targets_data_and_config( ctds_filter: List[CallbackTriggerDict], ctds_filter_interaction: List[Dict[str, CallbackTriggerDict]], ctds_parameters: List[CallbackTriggerDict], - targets: Optional[List[ModelID]] = None, + targets: List[ModelID], ): - parameterized_config, parameterized_data_frame_arguments = _get_parametrized_config( - targets=targets, ctds_parameters=ctds_parameters - ) + all_filtered_data = {} + all_parameterized_config = {} - filtered_data = _get_filtered_data( - targets=targets, - ctds_filters=ctds_filter, - ctds_filter_interaction=ctds_filter_interaction, - parameterized_data_frame_arguments=parameterized_data_frame_arguments, - ) + for target in targets: + # parametrized_config includes a key "data_frame" that is used in the data loading function. + parameterized_config = _get_parametrized_config(target=target, ctd_parameters=ctds_parameters) + data_source_name = model_manager[target]["data_frame"] + data_frame = data_manager[data_source_name].load(**parameterized_config["data_frame"]) + + filtered_data = _apply_filters(data_frame=data_frame, ctds_filters=ctds_filter, target=target) + filtered_data = _apply_filter_interaction( + data_frame=filtered_data, ctds_filter_interaction=ctds_filter_interaction, target=target + ) + + # Parameters affecting data_frame have already been used above in data loading and so are excluded from + # all_parameterized_config. + all_filtered_data[target] = filtered_data + all_parameterized_config[target] = { + key: value for key, value in parameterized_config.items() if key != "data_frame" + } - return filtered_data, parameterized_config + return all_filtered_data, all_parameterized_config def _get_modified_page_figures( @@ -219,8 +198,7 @@ def _get_modified_page_figures( ctds_parameters: List[CallbackTriggerDict], targets: Optional[List[ModelID]] = None, ) -> Dict[str, Any]: - if not targets: - targets = [] + targets = targets or [] filtered_data, parameterized_config = _get_targets_data_and_config( ctds_filter=ctds_filter, diff --git a/vizro-core/src/vizro/models/_controls/parameter.py b/vizro-core/src/vizro/models/_controls/parameter.py index d89aa0ee6..748a669b0 100644 --- a/vizro-core/src/vizro/models/_controls/parameter.py +++ b/vizro-core/src/vizro/models/_controls/parameter.py @@ -36,8 +36,7 @@ class Parameter(VizroBaseModel): def check_dot_notation(cls, target): if "." not in target: raise ValueError( - f"Invalid target {target}. Targets must be supplied in the from of " - "." + f"Invalid target {target}. Targets must be supplied in the form ." ) return target @@ -53,7 +52,7 @@ def check_data_frame_as_target_argument(cls, target): targeted_argument = target.split(".", 1)[1] if targeted_argument.startswith("data_frame") and targeted_argument.count(".") != 1: raise ValueError( - f"Invalid target {target}. 'data_frame' target must be supplied in the form of " + f"Invalid target {target}. 'data_frame' target must be supplied in the form " ".data_frame." ) return target diff --git a/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py b/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py index 8bb1dc289..e83821741 100644 --- a/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py +++ b/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py @@ -23,8 +23,7 @@ def test_instantiation(self): def test_check_dot_notation_failed(self): with pytest.raises( ValueError, - match="Invalid target scatter_chart. Targets must be supplied in the from of " - ".", + match="Invalid target scatter_chart. Targets must be supplied in the form .", ): Parameter(targets=["scatter_chart"], selector=vm.Dropdown(options=["lifeExp", "pop"])) @@ -36,8 +35,7 @@ def test_check_target_present_failed(self): def test_check_data_frame_as_target_argument_failed(self, target): with pytest.raises( ValueError, - match=f"Invalid target {target}. 'data_frame' target must be supplied in the form of " - ".data_frame.", + match=f"Invalid target {target}. 'data_frame' target must be supplied in the form .data_frame.", ): Parameter(targets=[target], selector=vm.Dropdown(options=["lifeExp", "pop"])) From 7f179803ffeb175bfb0b34ceecd97b791ab8b032 Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 23 May 2024 11:18:29 +0100 Subject: [PATCH 59/82] Update docs --- vizro-core/docs/pages/user-guides/actions.md | 2 +- .../docs/pages/user-guides/custom-charts.md | 7 +-- vizro-core/docs/pages/user-guides/data.md | 60 +++++-------------- .../docs/pages/user-guides/parameters.md | 6 +- 4 files changed, 21 insertions(+), 54 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/actions.md b/vizro-core/docs/pages/user-guides/actions.md index 603e1a8ea..3cc049854 100644 --- a/vizro-core/docs/pages/user-guides/actions.md +++ b/vizro-core/docs/pages/user-guides/actions.md @@ -29,7 +29,7 @@ a result, when a dashboard user now clicks the button, all data on the page will !!! info - If data from [custom chart](custom-charts.md) is being downloaded, then the `data_frame` input argument represents the data that is going to be downloaded. + If data from a [custom chart](custom-charts.md) is being downloaded, then the content of the `data_frame` input argument is what will be downloaded. Any transformations to the `data_frame` done inside the chart function will not be reflected in the downloaded data. !!! example "`export_data`" diff --git a/vizro-core/docs/pages/user-guides/custom-charts.md b/vizro-core/docs/pages/user-guides/custom-charts.md index b1ffde9f2..b9f645057 100644 --- a/vizro-core/docs/pages/user-guides/custom-charts.md +++ b/vizro-core/docs/pages/user-guides/custom-charts.md @@ -31,15 +31,12 @@ def minimal_example(data_frame:pd.DataFrame=None): Building on the above, there are several routes one can take. The following examples are guides on the most common custom requests, but also serve as an illustration of more general principles. +If you wish to alter the data contained in the `data_frame` argument then you should also consider using a [Filter](filters.md) or [parametrized data loading](data.md/#parametrize-data-loading) and [dynamic data](data.md/#dynamic-data). The `data_frame` argument input to a custom chart contains the data after filters and parameters have been applied. + !!! tip Custom charts can be targeted by [Filters](filters.md) or [Parameters](parameters.md) without any additional configuration. We will showcase both possibilities in the following examples. In particular the `Parameters` in combination with custom charts can be highly versatile in achieving custom functionality. -!!! info - - The required function argument `data_frame` contains already preprocessed data. This means that the `data_frame` has already been filtered using the [Filters](filters.md) and further parametrized using the [parametrize data loading](data.md/#parametrize-data-loading) feature for [dynamic data](data.md/#dynamic-data). - - ## Enhanced `plotly.express` chart with reference line The below examples shows a case where we enhance an existing `plotly.express` chart. We add a new argument (`hline`), that is used to draw a grey reference line at the height determined by the value of `hline`. The important thing to note is that we then diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index 080d2ae95..201e4a3fa 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -273,14 +273,14 @@ You can supply arguments to your dynamic data loading function that can be modif To add a parameter to control a dynamic data source, do the following: - add the appropriate argument to your dynamic data function and specify a default value for the argument. -- add an `id` to all components that have a data source you wish to alter through a parameter. +- give an `id` to all components that have the data source you wish to alter through a parameter. - [add a parameter](parameters.md) with `targets` of the form `.data_frame.` and a suitable [selector](selectors.md). -For example, let us extend the [dynamic data example](#dynamic-data) to show how the `load_iris_data` can take an argument `number_of_points` controlled from the dashboard with a [`Slider`][vizro.models.Slider]. +For example, let us extend the [dynamic data example](#dynamic-data) above to show how the `load_iris_data` can take an argument `number_of_points` controlled from the dashboard with a [`Slider`][vizro.models.Slider]. !!! example "Parametrized dynamic data" === "app.py" - ```py hl_lines="8 10 21" + ```py hl_lines="8 10 20-23" from vizro import Vizro import pandas as pd import vizro.plotly.express as px @@ -302,7 +302,7 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how controls=[ vm.Parameter( targets=["graph.data_frame.number_of_points"], # (6)! - selector=vm.Slider(min=1, max=20, step=1, value=10) + selector=vm.Slider(min=1, max=20, step=1, value=10), ) ], ) @@ -312,11 +312,11 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how Vizro().build(dashboard).run() ``` - 1. `load_iris_data` now takes a single argument, `number_of_points=10` (with the default value of 10). + 1. `load_iris_data` now takes a single argument, `number_of_points`, with a default value of 10. 2. `iris` is still a pandas DataFrame created by reading from the CSV file `iris.csv`. 3. Sample points at random, where `number_of_points` gives the number of points selected. - 4. To use `load_iris_data` as dynamic data it must be added to the data manager. You should **not** actually call the function as `load_iris_data(number_of_points=...)`; doing so would result in static data that cannot be reloaded. - 5. Give the graph `id="graph"` so that the `vm.Parameter` can target it. Dynamic data is referenced by the name of the data source `"iris"`. + 4. To use `load_iris_data` as dynamic data it must be added to the data manager. You should **not** actually call the function as `load_iris_data()` or `load_iris_data(number_of_points=...)`; doing so would result in static data that cannot be reloaded. + 5. Give the `vm.Graph` component `id="graph"` so that the `vm.Parameter` can target it. Dynamic data is referenced by the name of the data source `"iris"`. 6. Create a `vm.Parameter` to target the `number_of_points` argument for the `data_frame` used in `graph`. === "Result" @@ -330,48 +330,18 @@ Parametrized data loading is compatible with [caching](#configure-cache). The ca !!! warning - You should always [treat the content of user input as untrusted](https://community.plotly.com/t/writing-secure-dash-apps-community-thread/54619). For example, you should not expose as a parameter a filepath to load without, for example, passing it through [werkzeug.utils.secure_filename](https://werkzeug.palletsprojects.com/en/3.0.x/utils/#werkzeug.utils.secure_filename); otherwise you might enable a user to access arbitrary files from your server. + You should always [treat the content of user input as untrusted](https://community.plotly.com/t/writing-secure-dash-apps-community-thread/54619). For example, you should not expose as a parameter a filepath to load without passing it through a function like [`werkzeug.utils.secure_filename`](https://werkzeug.palletsprojects.com/en/3.0.x/utils/#werkzeug.utils.secure_filename); otherwise you might enable a user to access arbitrary files on your server. It is not possible to pass [nested parameters](parameters.md#nested-parameters) to dynamic data. You can only target top-level arguments of the data loading function and not address nested keys in a dictionary. -#### Filter limitations +### Filter update limitation -If your dashboard includes a [filter](filters.md) then you should be aware of some limitations that currently exist but should be lifted in future releases. If these limitations are problematic for you then please [raise an issue on our Github repo](https://github.com/mckinsey/vizro/issues/). +If your dashboard includes a [filter](filters.md) then the values shown on a filter's [selector](selectors.md) _do not_ update while the dashboard is running. This is a known limitation that will be lifted in future releases, but if is problematic for you already then please [raise an issue on our Github repo](https://github.com/mckinsey/vizro/issues/). -The possible values shown on a filter's [selector](selectors.md) are fixed and do not update while the dashboard is running. Furthermore, all the arguments of your data loading function must be optional by defining default values. Regardless of the value of the `vm.Parameter`, these default values are used when the `vm.Filter` is built in order to determine the type of selector used in a filter and the options shown. +This limitation is why all arguments of your dynamic data loading function must have a default value. Regardless of the value of the `vm.Parameter` selected in the dashboard, these default parameter values are used when the `vm.Filter` is built. This determines the type of selector used in a filter and the options shown, which cannot currently be changed while the dashboard is running. -??? example "Parametrized dynamic data with a filter" - ```py hl_lines="8 21" - from vizro import Vizro - import pandas as pd - import vizro.plotly.express as px - import vizro.models as vm - - from vizro.managers import data_manager - - def load_iris_data(number_of_points=10): - iris = pd.read_csv("iris.csv") - return iris.sample(number_of_points) - - data_manager["iris"] = load_iris_data - - page = vm.Page( - title="Update the chart on page refresh", - components=[ - vm.Graph(id="graph", figure=px.box("iris", x="species", y="petal_width", color="species")) - ], - controls=[ - vm.Parameter( - targets=["graph.data_frame.number_of_points"], - selector=vm.Slider(min=1, max=20, step=1, value=10) - ), - vm.Filter(column="species"), - ], - ) - - dashboard = vm.Dashboard(pages=[page]) - - Vizro().build(dashboard).run() - ``` +Although a selector is automatically chosen for you in a filter when your dashboard is built, remember that [you can change this choice](filters.md#changing-selectors). For example, we could ensure that a dropdown always contains the options "setosa", "versicolor" and "virginica" by explicitly specifying your filter as follows. -Although a selector is automatically chosen for you in a filter, remember that [you can change it](filters.md#changing-selectors). For example, we could ensure that by explicitly specifying `vm.Filter(column="species", selector=vm.Dropdown(options=["setosa", "versicolor", "virginica"])`. +```py +vm.Filter(column="species", selector=vm.Dropdown(options=["setosa", "versicolor", "virginica"]) +``` \ No newline at end of file diff --git a/vizro-core/docs/pages/user-guides/parameters.md b/vizro-core/docs/pages/user-guides/parameters.md index 49f9e3863..dc249b7bc 100644 --- a/vizro-core/docs/pages/user-guides/parameters.md +++ b/vizro-core/docs/pages/user-guides/parameters.md @@ -1,6 +1,6 @@ # How to use parameters -This guide shows you how to add parameters to your dashboard. One main way to interact with the charts/components on your page is by changing the parameters of the underlying function that creates the chart/component. +This guide shows you how to add parameters to your dashboard. One main way to interact with the charts/components on your page is by changing the parameters of the underlying function that creates the chart/component. Parameters can also be used to [modify the data loaded into the dashboard itself](data.md/#parametrize-data-loading). The [`Page`][vizro.models.Page] model accepts the `controls` argument, where you can enter a [`Parameter`][vizro.models.Parameter] model. For example, if the charting function has a `title` argument, you could configure a parameter that enables the user to select the chart title with a dropdown. @@ -178,6 +178,6 @@ In the above example, the object passed to the function argument `color_discrete Note that in the above example, one parameter affects multiple targets. -## Data loading parameters +## Dynamic data parameters -If you are using [dynamic data](data.md/#dynamic-data) loading, you can customize the data being loaded by utilizing parameters. For detailed instructions on how to pass parameters to dynamic data functions from the user interface, refer to the [parametrize data loading](data.md/#parametrize-data-loading) section. +If you use [dynamic data](data.md/#dynamic-data) that can be updated while the dashboard is running then you can pass parameters to the dynamic data function to alter the data loaded into your dashboard. For detailed instructions, refer to the section on [parametrized data loading](data.md/#parametrize-data-loading). From 2a7620d4fce898cf008b76c395c106498c35db55 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 23 May 2024 10:18:54 +0000 Subject: [PATCH 60/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/docs/pages/user-guides/custom-charts.md | 2 +- vizro-core/docs/pages/user-guides/data.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/custom-charts.md b/vizro-core/docs/pages/user-guides/custom-charts.md index b9f645057..a70ccc0e5 100644 --- a/vizro-core/docs/pages/user-guides/custom-charts.md +++ b/vizro-core/docs/pages/user-guides/custom-charts.md @@ -31,7 +31,7 @@ def minimal_example(data_frame:pd.DataFrame=None): Building on the above, there are several routes one can take. The following examples are guides on the most common custom requests, but also serve as an illustration of more general principles. -If you wish to alter the data contained in the `data_frame` argument then you should also consider using a [Filter](filters.md) or [parametrized data loading](data.md/#parametrize-data-loading) and [dynamic data](data.md/#dynamic-data). The `data_frame` argument input to a custom chart contains the data after filters and parameters have been applied. +If you wish to alter the data contained in the `data_frame` argument then you should also consider using a [Filter](filters.md) or [parametrized data loading](data.md/#parametrize-data-loading) and [dynamic data](data.md/#dynamic-data). The `data_frame` argument input to a custom chart contains the data after filters and parameters have been applied. !!! tip diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index 201e4a3fa..7f14eee8a 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -344,4 +344,4 @@ Although a selector is automatically chosen for you in a filter when your dashbo ```py vm.Filter(column="species", selector=vm.Dropdown(options=["setosa", "versicolor", "virginica"]) -``` \ No newline at end of file +``` From b6bf44457cbfd7af0f521a1dd2fe566f4c42b95b Mon Sep 17 00:00:00 2001 From: Antony Milne Date: Thu, 23 May 2024 11:21:52 +0100 Subject: [PATCH 61/82] Add changelog --- ...0240514_213231_antony.milne_dynamic_data_load_with_args.md | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/vizro-core/changelog.d/20240514_213231_antony.milne_dynamic_data_load_with_args.md b/vizro-core/changelog.d/20240514_213231_antony.milne_dynamic_data_load_with_args.md index f1f65e73c..1dd32afe9 100644 --- a/vizro-core/changelog.d/20240514_213231_antony.milne_dynamic_data_load_with_args.md +++ b/vizro-core/changelog.d/20240514_213231_antony.milne_dynamic_data_load_with_args.md @@ -4,12 +4,10 @@ A new scriv changelog fragment. 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zKvlIGz6R|E8tWbEmAh*l@e2Y7SSM$Z&114u-CW2 z1lzFX?~ZT(1^lPs|LFKuZJjQg0zRyvtD*4`YmioDD=C5$K_JK~Kx^S@EuZAZ%ili9 NVaR8n{#75e{BK=#diDSS literal 0 HcmV?d00001 diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index 080d2ae95..f46899785 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -320,9 +320,9 @@ For example, let us extend the [dynamic data example](#dynamic-data) to show how 6. Create a `vm.Parameter` to target the `number_of_points` argument for the `data_frame` used in `graph`. === "Result" - [![DynamicData]][DynamicData] + [![ParametrizedDynamicData]][ParametrizedDynamicData] - [DynamicData]: ../../assets/user_guides/data/dynamic_data.gif + [ParametrizedDynamicData]: ../../assets/user_guides/data/parametrized_dynamic_data.gif From ce011528c520b85067af95f5a0c8f4b9f3e5c118 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Thu, 23 May 2024 13:20:39 +0200 Subject: [PATCH 65/82] More linting --- vizro-core/docs/pages/user-guides/data.md | 2 -- vizro-core/examples/_dev/app.py | 3 +++ .../actions/_callback_mapping/_callback_mapping_utils.py | 2 -- .../tests/unit/vizro/models/_controls/test_parameter.py | 6 ++++-- 4 files changed, 7 insertions(+), 6 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index 582bd7927..7f0edca55 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -324,8 +324,6 @@ For example, let us extend the [dynamic data example](#dynamic-data) above to sh [ParametrizedDynamicData]: ../../assets/user_guides/data/parametrized_dynamic_data.gif - - Parametrized data loading is compatible with [caching](#configure-cache). The cache uses [memoization](https://flask-caching.readthedocs.io/en/latest/#memoization), so that the dynamic data function's arguments are included in the cache key. This means that, for example `load_iris_data(number_of_points=10)` is cached independently of `load_iris_data(number_of_points=20)`. !!! warning diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index c16c48f43..54d0adb71 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -1,3 +1,5 @@ +"""Example to show dashboard configuration.""" + import vizro.models as vm import vizro.plotly.express as px from flask_caching import Cache @@ -9,6 +11,7 @@ # Note need to specify default value if have Filter since that calls data load function # Then have problem that filter options don't get updated when data source changes def load_iris_data(points=1, additional_points=1): + """Load iris data.""" iris = px.data.iris() return iris.sample(points + additional_points) diff --git a/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py b/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py index 6db3857d5..574ec4296 100644 --- a/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py +++ b/vizro-core/src/vizro/actions/_callback_mapping/_callback_mapping_utils.py @@ -64,8 +64,6 @@ def _get_action_callback_inputs(action_id: ModelID) -> Dict[str, List[Union[Stat """Creates mapping of pre-defined action names and a list of `States`.""" page: Page = model_manager[model_manager._get_model_page_id(model_id=action_id)] - include_inputs = {"filters", "parameters", "filter_interaction", "theme_selector"} - action_input_mapping = { "filters": _get_inputs_of_controls(page=page, control_type=Filter), "parameters": _get_inputs_of_controls(page=page, control_type=Parameter), diff --git a/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py b/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py index e83821741..1d1095627 100644 --- a/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py +++ b/vizro-core/tests/unit/vizro/models/_controls/test_parameter.py @@ -23,7 +23,8 @@ def test_instantiation(self): def test_check_dot_notation_failed(self): with pytest.raises( ValueError, - match="Invalid target scatter_chart. Targets must be supplied in the form .", + match="Invalid target scatter_chart. " + "Targets must be supplied in the form .", ): Parameter(targets=["scatter_chart"], selector=vm.Dropdown(options=["lifeExp", "pop"])) @@ -35,7 +36,8 @@ def test_check_target_present_failed(self): def test_check_data_frame_as_target_argument_failed(self, target): with pytest.raises( ValueError, - match=f"Invalid target {target}. 'data_frame' target must be supplied in the form .data_frame.", + match=f"Invalid target {target}. 'data_frame' target must be supplied in the form " + f".data_frame.", ): Parameter(targets=[target], selector=vm.Dropdown(options=["lifeExp", "pop"])) From 1fefdfd0171cc96d5488b38cdbf93afe481d07e6 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Thu, 23 May 2024 13:50:49 +0200 Subject: [PATCH 66/82] Fixing vale errors --- .vale/styles/Microsoft/ignore.txt | 4 ++ ...9_antony.milne_parametrise_dynamic_data.md | 48 ------------------- vizro-core/docs/pages/user-guides/data.md | 2 +- 3 files changed, 5 insertions(+), 49 deletions(-) delete mode 100644 vizro-core/changelog.d/20240515_104219_antony.milne_parametrise_dynamic_data.md diff --git a/.vale/styles/Microsoft/ignore.txt b/.vale/styles/Microsoft/ignore.txt index ac4788874..2cb10f1f8 100644 --- a/.vale/styles/Microsoft/ignore.txt +++ b/.vale/styles/Microsoft/ignore.txt @@ -87,3 +87,7 @@ Plotly's Gunicorn dataframe streamlit +memoization +setosa +versicolor +virginica diff --git a/vizro-core/changelog.d/20240515_104219_antony.milne_parametrise_dynamic_data.md b/vizro-core/changelog.d/20240515_104219_antony.milne_parametrise_dynamic_data.md deleted file mode 100644 index f1f65e73c..000000000 --- a/vizro-core/changelog.d/20240515_104219_antony.milne_parametrise_dynamic_data.md +++ /dev/null @@ -1,48 +0,0 @@ - - - - - - - - - diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index 7f0edca55..6e2c5960c 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -334,7 +334,7 @@ It is not possible to pass [nested parameters](parameters.md#nested-parameters) ### Filter update limitation -If your dashboard includes a [filter](filters.md) then the values shown on a filter's [selector](selectors.md) _do not_ update while the dashboard is running. This is a known limitation that will be lifted in future releases, but if is problematic for you already then please [raise an issue on our Github repo](https://github.com/mckinsey/vizro/issues/). +If your dashboard includes a [filter](filters.md) then the values shown on a filter's [selector](selectors.md) _do not_ update while the dashboard is running. This is a known limitation that will be lifted in future releases, but if is problematic for you already then [raise an issue on our GitHub repo](https://github.com/mckinsey/vizro/issues/). This limitation is why all arguments of your dynamic data loading function must have a default value. Regardless of the value of the `vm.Parameter` selected in the dashboard, these default parameter values are used when the `vm.Filter` is built. This determines the type of selector used in a filter and the options shown, which cannot currently be changed while the dashboard is running. From f9e560fe6b77c864858400e614f6d5fe98de2ce4 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Thu, 23 May 2024 14:18:59 +0200 Subject: [PATCH 67/82] One test fixed --- .../_callback_mapping/test_get_action_callback_mapping.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/vizro-core/tests/unit/vizro/actions/_callback_mapping/test_get_action_callback_mapping.py b/vizro-core/tests/unit/vizro/actions/_callback_mapping/test_get_action_callback_mapping.py index 57714ac37..9a728a6d3 100644 --- a/vizro-core/tests/unit/vizro/actions/_callback_mapping/test_get_action_callback_mapping.py +++ b/vizro-core/tests/unit/vizro/actions/_callback_mapping/test_get_action_callback_mapping.py @@ -184,11 +184,9 @@ class TestCallbackMapping: "export_data_action", ], ) - def test_action_callback_mapping_inputs(self, action_id, callback_mapping_inputs_expected, request): + def test_action_callback_mapping_inputs(self, action_id, action_callback_inputs_expected): result = _get_action_callback_mapping(action_id=action_id, argument="inputs") - - callback_mapping_inputs_expected = request.getfixturevalue(callback_mapping_inputs_expected) - assert result == callback_mapping_inputs_expected + assert result == action_callback_inputs_expected @pytest.mark.parametrize( "action_id, action_callback_outputs_expected", From 4242a326233ff5fddd07fac1ee273d07302e26ea Mon Sep 17 00:00:00 2001 From: petar-qb Date: Thu, 23 May 2024 14:27:11 +0200 Subject: [PATCH 68/82] Unit tests refactoring --- .../vizro/actions/test_export_data_action.py | 45 +++++++------------ 1 file changed, 15 insertions(+), 30 deletions(-) diff --git a/vizro-core/tests/unit/vizro/actions/test_export_data_action.py b/vizro-core/tests/unit/vizro/actions/test_export_data_action.py index a14bab523..5f4fbee8e 100644 --- a/vizro-core/tests/unit/vizro/actions/test_export_data_action.py +++ b/vizro-core/tests/unit/vizro/actions/test_export_data_action.py @@ -9,7 +9,7 @@ @pytest.fixture -def target_scatter_filter_and_filter_interaction(request, gapminder_2007): +def target_data_filter_and_filter_interaction(request, gapminder_2007): pop_filter, continent_filter_interaction, country_table_filter_interaction = request.param data = gapminder_2007 if pop_filter: @@ -22,7 +22,7 @@ def target_scatter_filter_and_filter_interaction(request, gapminder_2007): @pytest.fixture -def target_scatter_filter_and_parameter(request, gapminder): +def target_data_filter_and_parameter(request, gapminder): pop_filter, first_n_parameter = request.param data = gapminder if first_n_parameter: @@ -33,18 +33,7 @@ def target_scatter_filter_and_parameter(request, gapminder): @pytest.fixture -def target_box_filter_and_parameter(request, gapminder): - pop_filter, first_n_parameter = request.param - data = gapminder - if first_n_parameter: - data = data[:first_n_parameter] - if pop_filter: - data = data[data["pop"].between(pop_filter[0], pop_filter[1], inclusive="both")] - return data - - -@pytest.fixture -def target_box_filtered_pop(request, gapminder_2007): +def target_data_filtered_pop(request, gapminder_2007): pop_filter = request.param data = gapminder_2007 if pop_filter: @@ -302,7 +291,7 @@ def test_invalid_target(self, ctx_export_data): @pytest.mark.usefixtures("managers_one_page_two_graphs_one_button") @pytest.mark.parametrize( - "ctx_export_data, target_scatter_filter_and_filter_interaction, target_box_filtered_pop", + "ctx_export_data, target_data_filter_and_filter_interaction, target_data_filtered_pop", [ ( [["scatter_chart", "box_chart"], [10**6, 10**7], None, None], @@ -319,7 +308,7 @@ def test_invalid_target(self, ctx_export_data): indirect=True, ) def test_multiple_targets_with_filter_and_filter_interaction( - self, ctx_export_data, target_scatter_filter_and_filter_interaction, target_box_filtered_pop + self, ctx_export_data, target_data_filter_and_filter_interaction, target_data_filtered_pop ): # Creating and adding a Filter object to the existing Page pop_filter = vm.Filter(column="pop", selector=vm.RangeSlider(id="pop_filter")) @@ -342,13 +331,13 @@ def test_multiple_targets_with_filter_and_filter_interaction( expected = { "download_dataframe_scatter_chart": { "filename": "scatter_chart.csv", - "content": target_scatter_filter_and_filter_interaction.to_csv(index=False), + "content": target_data_filter_and_filter_interaction.to_csv(index=False), "type": None, "base64": False, }, "download_dataframe_box_chart": { "filename": "box_chart.csv", - "content": target_box_filtered_pop.to_csv(index=False), + "content": target_data_filtered_pop.to_csv(index=False), "type": None, "base64": False, }, @@ -358,7 +347,7 @@ def test_multiple_targets_with_filter_and_filter_interaction( @pytest.mark.usefixtures("managers_one_page_two_graphs_one_table_one_aggrid_one_button") @pytest.mark.parametrize( - "ctx_export_data, target_scatter_filter_and_filter_interaction, target_box_filtered_pop", + "ctx_export_data, target_data_filter_and_filter_interaction, target_data_filtered_pop", [ ( [["scatter_chart", "box_chart"], [10**6, 10**7], None, "Algeria"], @@ -375,7 +364,7 @@ def test_multiple_targets_with_filter_and_filter_interaction( indirect=True, ) def test_multiple_targets_with_filter_and_filter_interaction_and_table( - self, ctx_export_data, target_scatter_filter_and_filter_interaction, target_box_filtered_pop + self, ctx_export_data, target_data_filter_and_filter_interaction, target_data_filtered_pop ): # Creating and adding a Filter object to the existing Page pop_filter = vm.Filter(column="pop", selector=vm.RangeSlider(id="pop_filter")) @@ -402,13 +391,13 @@ def test_multiple_targets_with_filter_and_filter_interaction_and_table( expected = { "download_dataframe_scatter_chart": { "filename": "scatter_chart.csv", - "content": target_scatter_filter_and_filter_interaction.to_csv(index=False), + "content": target_data_filter_and_filter_interaction.to_csv(index=False), "type": None, "base64": False, }, "download_dataframe_box_chart": { "filename": "box_chart.csv", - "content": target_box_filtered_pop.to_csv(index=False), + "content": target_data_filtered_pop.to_csv(index=False), "type": None, "base64": False, }, @@ -418,22 +407,19 @@ def test_multiple_targets_with_filter_and_filter_interaction_and_table( @pytest.mark.usefixtures("managers_one_page_two_graphs_with_dynamic_data") @pytest.mark.parametrize( - "ctx_export_data_filter_and_parameter, target_scatter_filter_and_parameter, target_box_filter_and_parameter", + "ctx_export_data_filter_and_parameter, target_data_filter_and_parameter", [ ( [["scatter_chart", "box_chart"], [10**6, 10**7], None], [[10**6, 10**7], None], - [[10**6, 10**7], None], ), ( [["scatter_chart", "box_chart"], None, 50], [None, 50], - [None, 50], ), ( [["scatter_chart", "box_chart"], [10**6, 10**7], 50], [[10**6, 10**7], 50], - [[10**6, 10**7], 50], ), ], indirect=True, @@ -441,8 +427,7 @@ def test_multiple_targets_with_filter_and_filter_interaction_and_table( def test_multiple_targets_with_filter_and_data_frame_parameter( self, ctx_export_data_filter_and_parameter, - target_scatter_filter_and_parameter, - target_box_filter_and_parameter, + target_data_filter_and_parameter, gapminder_dynamic_first_n_last_n_function, ): # Adding dynamic data_frame to data_manager @@ -472,13 +457,13 @@ def test_multiple_targets_with_filter_and_data_frame_parameter( expected = { "download_dataframe_scatter_chart": { "filename": "scatter_chart.csv", - "content": target_scatter_filter_and_parameter.to_csv(index=False), + "content": target_data_filter_and_parameter.to_csv(index=False), "type": None, "base64": False, }, "download_dataframe_box_chart": { "filename": "box_chart.csv", - "content": target_box_filter_and_parameter.to_csv(index=False), + "content": target_data_filter_and_parameter.to_csv(index=False), "type": None, "base64": False, }, From e64c9786f9a86bac9d0f052bc308c0f912378741 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Thu, 23 May 2024 14:54:49 +0200 Subject: [PATCH 69/82] More tests refactoring --- .../vizro/actions/test_parameter_action.py | 57 +++---------------- 1 file changed, 7 insertions(+), 50 deletions(-) diff --git a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py index 1a88e4538..f2005efa8 100644 --- a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py +++ b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py @@ -402,62 +402,19 @@ def test_one_parameter_per_target_multiple_attributes( {"first_n": 50}, {"first_n": 50}, ), - ( - (["scatter_chart", "box_chart"], {"first_n": 100}), - {"first_n": 100}, - {"first_n": 100}, - ), - ], - indirect=True, - ) - def test_one_data_frame_parameter_multiple_targets( - self, - ctx_parameter_data_frame_argument, - target_scatter_parameter_data_frame_first_n_last_n, - target_box_parameter_data_frame_first_n_last_n, - gapminder_dynamic_first_n_last_n_function, - ): - data_manager["gapminder_dynamic_first_n_last_n"] = gapminder_dynamic_first_n_last_n_function - - # Creating and adding a Parameter object (data_frame function argument parametrizing) to the existing Page - first_n_parameter = vm.Parameter( - id="test_data_frame_parameter", - targets=["scatter_chart.data_frame.first_n", "box_chart.data_frame.first_n"], - selector=vm.Slider(id="first_n_parameter", min=1, max=10, step=1), - ) - model_manager["test_page"].controls.append(first_n_parameter) - first_n_parameter.pre_build() - - # Run action by picking the above added action function and executing it with () - result = model_manager[f"{PARAMETER_ACTION_PREFIX}_test_data_frame_parameter"].function() - - expected = { - "scatter_chart": target_scatter_parameter_data_frame_first_n_last_n, - "box_chart": target_box_parameter_data_frame_first_n_last_n, - } - - assert result == expected - - @pytest.mark.usefixtures("managers_one_page_two_graphs_with_dynamic_data") - @pytest.mark.parametrize( - "ctx_parameter_data_frame_argument, " - "target_scatter_parameter_data_frame_first_n_last_n, " - "target_box_parameter_data_frame_first_n_last_n", - [ ( (["scatter_chart", "box_chart"], {"first_n": 50, "last_n": 50}), {"first_n": 50, "last_n": 50}, {"first_n": 50, "last_n": 50}, ), - ( - (["scatter_chart", "box_chart"], {"first_n": 100, "last_n": 100}), - {"first_n": 100, "last_n": 100}, - {"first_n": 100, "last_n": 100}, - ), ], - indirect=True, + indirect=[ + "ctx_parameter_data_frame_argument", + "target_scatter_parameter_data_frame_first_n_last_n", + "target_box_parameter_data_frame_first_n_last_n", + ], ) - def test_multiple_data_frame_parameters_multiple_targets( + def test_one_data_frame_parameter_multiple_targets( self, ctx_parameter_data_frame_argument, target_scatter_parameter_data_frame_first_n_last_n, @@ -475,7 +432,7 @@ def test_multiple_data_frame_parameters_multiple_targets( model_manager["test_page"].controls.append(first_n_parameter) first_n_parameter.pre_build() - # Creating and adding a Parameter object (data_frame function argument parametrizing) to the existing Page + # This parameter will affect results only if included in the ctx_parameter_data_frame_argument: last_n_parameter = vm.Parameter( id="test_data_frame_parameter_last_n", targets=["scatter_chart.data_frame.last_n", "box_chart.data_frame.last_n"], From 35478b65ba2a49835ecbd0f3bbc81fc737ff0eaa Mon Sep 17 00:00:00 2001 From: petar-qb Date: Thu, 23 May 2024 17:16:15 +0200 Subject: [PATCH 70/82] Final refactoring --- vizro-core/docs/pages/user-guides/actions.md | 2 +- vizro-core/docs/pages/user-guides/parameters.md | 2 +- vizro-core/src/vizro/actions/_actions_utils.py | 5 ++++- vizro-core/tests/unit/vizro/actions/test_parameter_action.py | 2 +- 4 files changed, 7 insertions(+), 4 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/actions.md b/vizro-core/docs/pages/user-guides/actions.md index 2f8a5d6de..a03dcd891 100644 --- a/vizro-core/docs/pages/user-guides/actions.md +++ b/vizro-core/docs/pages/user-guides/actions.md @@ -29,7 +29,7 @@ a result, when a dashboard user now clicks the button, all data on the page will !!! info - When data from a [custom chart](custom-charts.md) is downloaded then the content of the `data_frame` input argument is what will be downloaded. Any transformations to the `data_frame` done inside the chart function will not be reflected in the downloaded data. + When data from a [custom chart](custom-charts.md) is exported then the content of the `data_frame` input argument is what will be exported. Any transformations to the `data_frame` done inside the chart function will not be reflected in the exported data. !!! example "`export_data`" diff --git a/vizro-core/docs/pages/user-guides/parameters.md b/vizro-core/docs/pages/user-guides/parameters.md index dc249b7bc..da007497d 100644 --- a/vizro-core/docs/pages/user-guides/parameters.md +++ b/vizro-core/docs/pages/user-guides/parameters.md @@ -1,6 +1,6 @@ # How to use parameters -This guide shows you how to add parameters to your dashboard. One main way to interact with the charts/components on your page is by changing the parameters of the underlying function that creates the chart/component. Parameters can also be used to [modify the data loaded into the dashboard itself](data.md/#parametrize-data-loading). +This guide shows you how to add parameters to your dashboard. One main way to interact with the charts/components on your page is by changing the parameters of the underlying function (`figure` argument) that creates the chart/component. Parameters can also be used to [modify the data loaded into the dashboard itself](data.md/#parametrize-data-loading). The [`Page`][vizro.models.Page] model accepts the `controls` argument, where you can enter a [`Parameter`][vizro.models.Parameter] model. For example, if the charting function has a `title` argument, you could configure a parameter that enables the user to select the chart title with a dropdown. diff --git a/vizro-core/src/vizro/actions/_actions_utils.py b/vizro-core/src/vizro/actions/_actions_utils.py index 22b48caf3..6f0c327bb 100644 --- a/vizro-core/src/vizro/actions/_actions_utils.py +++ b/vizro-core/src/vizro/actions/_actions_utils.py @@ -148,9 +148,12 @@ def _get_parametrized_config(target: ModelID, ctd_parameters: List[CallbackTrigg selector_actions = _get_component_actions(model_manager[ctd["id"]]) for action in selector_actions: + if action.function._function.__name__ != "_parameter": + continue + action_targets = _create_target_arg_mapping(action.function["targets"]) - if action.function._function.__name__ != "_parameter" or target not in action_targets: + if target not in action_targets: continue for action_targets_arg in action_targets[target]: diff --git a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py index f2005efa8..530975411 100644 --- a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py +++ b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py @@ -414,7 +414,7 @@ def test_one_parameter_per_target_multiple_attributes( "target_box_parameter_data_frame_first_n_last_n", ], ) - def test_one_data_frame_parameter_multiple_targets( + def test_data_frame_parameters_multiple_targets( self, ctx_parameter_data_frame_argument, target_scatter_parameter_data_frame_first_n_last_n, From e51301558dd24bfa18dd7f5213934fcb4d4452d3 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Fri, 24 May 2024 10:29:44 +0200 Subject: [PATCH 71/82] Adjusting schemas --- vizro-core/schemas/0.1.17.dev0.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vizro-core/schemas/0.1.17.dev0.json b/vizro-core/schemas/0.1.17.dev0.json index 505d0f269..eb7c6878b 100644 --- a/vizro-core/schemas/0.1.17.dev0.json +++ b/vizro-core/schemas/0.1.17.dev0.json @@ -1012,7 +1012,7 @@ }, "Parameter": { "title": "Parameter", - "description": "Alter the arguments supplied to any `targets` on the [`Page`][vizro.models.Page].\n\nExamples:\n >>> print(repr(Parameter(\n >>> targets=[\"scatter.x\"], selector=Slider(min=0, max=1, default=0.8, title=\"Bubble opacity\"))))\n\nArgs:\n type (Literal[\"parameter\"]): Defaults to `\"parameter\"`.\n targets (List[str]): Targets in the form of `.`.\n selector (SelectorType): See [SelectorType][vizro.models.types.SelectorType]. Converts selector value\n `\"NONE\"` into `None` to allow optional parameters.", + "description": "Alter the arguments supplied to any `targets` on the [`Page`][vizro.models.Page].\n\nExamples:\n >>> Parameter(targets=[\"scatter.x\"], selector=Slider(min=0, max=1, default=0.8, title=\"Bubble opacity\"))\n\nArgs:\n type (Literal[\"parameter\"]): Defaults to `\"parameter\"`.\n targets (List[str]): Targets in the form of `.`.\n selector (SelectorType): See [SelectorType][vizro.models.types.SelectorType]. Converts selector value\n `\"NONE\"` into `None` to allow optional parameters.", "type": "object", "properties": { "id": { From a8f8caef5a5f5e2b1867ac809b483b0de8ec8f87 Mon Sep 17 00:00:00 2001 From: Petar Pejovic <108530920+petar-qb@users.noreply.github.com> Date: Fri, 24 May 2024 11:30:26 +0200 Subject: [PATCH 72/82] Update vizro-core/docs/pages/user-guides/actions.md Co-authored-by: Jo Stichbury --- vizro-core/docs/pages/user-guides/actions.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vizro-core/docs/pages/user-guides/actions.md b/vizro-core/docs/pages/user-guides/actions.md index a03dcd891..20fdb304a 100644 --- a/vizro-core/docs/pages/user-guides/actions.md +++ b/vizro-core/docs/pages/user-guides/actions.md @@ -29,7 +29,7 @@ a result, when a dashboard user now clicks the button, all data on the page will !!! info - When data from a [custom chart](custom-charts.md) is exported then the content of the `data_frame` input argument is what will be exported. Any transformations to the `data_frame` done inside the chart function will not be reflected in the exported data. + When data from a [custom chart](custom-charts.md) is exported it is the contents of the `data_frame` input argument that is exported. Transformations to the `data_frame` done inside the chart function are not reflected in the exported data. !!! example "`export_data`" From e62370e744e6660e83fea49191bfb09ed2a3e9eb Mon Sep 17 00:00:00 2001 From: Petar Pejovic <108530920+petar-qb@users.noreply.github.com> Date: Fri, 24 May 2024 11:30:49 +0200 Subject: [PATCH 73/82] Update vizro-core/docs/pages/user-guides/custom-charts.md Co-authored-by: Jo Stichbury --- vizro-core/docs/pages/user-guides/custom-charts.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vizro-core/docs/pages/user-guides/custom-charts.md b/vizro-core/docs/pages/user-guides/custom-charts.md index a70ccc0e5..31a312ecb 100644 --- a/vizro-core/docs/pages/user-guides/custom-charts.md +++ b/vizro-core/docs/pages/user-guides/custom-charts.md @@ -31,7 +31,7 @@ def minimal_example(data_frame:pd.DataFrame=None): Building on the above, there are several routes one can take. The following examples are guides on the most common custom requests, but also serve as an illustration of more general principles. -If you wish to alter the data contained in the `data_frame` argument then you should also consider using a [Filter](filters.md) or [parametrized data loading](data.md/#parametrize-data-loading) and [dynamic data](data.md/#dynamic-data). The `data_frame` argument input to a custom chart contains the data after filters and parameters have been applied. +To alter the data in the `data_frame` argument, consider using a [Filter](filters.md) or [parametrized data loading](data.md/#parametrize-data-loading) and [dynamic data](data.md/#dynamic-data). The `data_frame` argument input to a custom chart contains the data **after** filters and parameters have been applied. !!! tip From d13a060cd0c62f176698061e9954f185e8d8d8df Mon Sep 17 00:00:00 2001 From: Petar Pejovic <108530920+petar-qb@users.noreply.github.com> Date: Fri, 24 May 2024 11:32:13 +0200 Subject: [PATCH 74/82] Update vizro-core/docs/pages/user-guides/data.md Co-authored-by: Jo Stichbury --- vizro-core/docs/pages/user-guides/data.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index 6e2c5960c..57de3ca1b 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -324,7 +324,7 @@ For example, let us extend the [dynamic data example](#dynamic-data) above to sh [ParametrizedDynamicData]: ../../assets/user_guides/data/parametrized_dynamic_data.gif -Parametrized data loading is compatible with [caching](#configure-cache). The cache uses [memoization](https://flask-caching.readthedocs.io/en/latest/#memoization), so that the dynamic data function's arguments are included in the cache key. This means that, for example `load_iris_data(number_of_points=10)` is cached independently of `load_iris_data(number_of_points=20)`. +Parametrized data loading is compatible with [caching](#configure-cache). The cache uses [memoization](https://flask-caching.readthedocs.io/en/latest/#memoization), so that the dynamic data function's arguments are included in the cache key. This means that `load_iris_data(number_of_points=10)` is cached independently of `load_iris_data(number_of_points=20)`. !!! warning From ff5504bd3ec3a4540887f5568e1235af882be9d4 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Fri, 24 May 2024 11:52:01 +0200 Subject: [PATCH 75/82] Minor docs and dev/app.py changes --- vizro-core/docs/pages/user-guides/data.md | 8 ++++---- vizro-core/examples/_dev/app.py | 3 +++ 2 files changed, 7 insertions(+), 4 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index 57de3ca1b..17f4dad05 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -272,9 +272,9 @@ You can supply arguments to your dynamic data loading function that can be modif To add a parameter to control a dynamic data source, do the following: -- add the appropriate argument to your dynamic data function and specify a default value for the argument. -- give an `id` to all components that have the data source you wish to alter through a parameter. -- [add a parameter](parameters.md) with `targets` of the form `.data_frame.` and a suitable [selector](selectors.md). +1. add the appropriate argument to your dynamic data function and specify a default value for the argument. +2. give an `id` to all components that have the data source you wish to alter through a parameter. +3. [add a parameter](parameters.md) with `targets` of the form `.data_frame.` and a suitable [selector](selectors.md). For example, let us extend the [dynamic data example](#dynamic-data) above to show how the `load_iris_data` can take an argument `number_of_points` controlled from the dashboard with a [`Slider`][vizro.models.Slider]. @@ -328,7 +328,7 @@ Parametrized data loading is compatible with [caching](#configure-cache). The ca !!! warning - You should always [treat the content of user input as untrusted](https://community.plotly.com/t/writing-secure-dash-apps-community-thread/54619). For example, you should not expose as a parameter a filepath to load without passing it through a function like [`werkzeug.utils.secure_filename`](https://werkzeug.palletsprojects.com/en/3.0.x/utils/#werkzeug.utils.secure_filename); otherwise you might enable a user to access arbitrary files on your server. + You should always [treat the content of user input as untrusted](https://community.plotly.com/t/writing-secure-dash-apps-community-thread/54619). For example, you should not expose a filepath to load without passing it through a function like [`werkzeug.utils.secure_filename`](https://werkzeug.palletsprojects.com/en/3.0.x/utils/#werkzeug.utils.secure_filename), or you might enable arbitrary access to files on your server. It is not possible to pass [nested parameters](parameters.md#nested-parameters) to dynamic data. You can only target top-level arguments of the data loading function and not address nested keys in a dictionary. diff --git a/vizro-core/examples/_dev/app.py b/vizro-core/examples/_dev/app.py index 54d0adb71..46935aa62 100644 --- a/vizro-core/examples/_dev/app.py +++ b/vizro-core/examples/_dev/app.py @@ -18,6 +18,9 @@ def load_iris_data(points=1, additional_points=1): data_manager["iris"] = load_iris_data +# If you want to cache the data on the page_2 differently from page_1, you can define another data_manager entry with +# the same function and assign it to the page_2 graphs. e.g. `data_manager["iris_2"] = load_iris_data` + # SimpleCache data_manager.cache = Cache(config={"CACHE_TYPE": "SimpleCache"}) From a0d889e0bb1bb1406cbe0870744043aad9ce13bb Mon Sep 17 00:00:00 2001 From: petar-qb Date: Tue, 28 May 2024 11:49:54 +0200 Subject: [PATCH 76/82] Add 'test_data_frame_parameters_one_target' test --- .../src/vizro/managers/_data_manager.py | 11 +---- .../tests/unit/vizro/actions/conftest.py | 4 +- .../vizro/actions/test_parameter_action.py | 47 +++++++++++++++++++ 3 files changed, 51 insertions(+), 11 deletions(-) diff --git a/vizro-core/src/vizro/managers/_data_manager.py b/vizro-core/src/vizro/managers/_data_manager.py index a24f917fb..6287f629d 100644 --- a/vizro-core/src/vizro/managers/_data_manager.py +++ b/vizro-core/src/vizro/managers/_data_manager.py @@ -15,17 +15,8 @@ from vizro.managers._managers_utils import _state_modifier +logger = logging.getLogger(__name__) -# Just for the purposes of easily seeing the right debug messages. Remove before merging to main and revert to this: -# logger = logging.getLogger(__name__) -class PrefixAdapter(logging.LoggerAdapter): - def process(self, msg, kwargs): - return f"[DATA MANAGER] {msg}", kwargs - - -logger = PrefixAdapter(logging.getLogger(__name__), {}) -logger.setLevel(logging.DEBUG) -##################### # Really DataSourceName should be NewType and not just aliases but then for a user's code to type check # correctly they would need to cast all strings to these types. diff --git a/vizro-core/tests/unit/vizro/actions/conftest.py b/vizro-core/tests/unit/vizro/actions/conftest.py index 676e07456..2adf94ae8 100644 --- a/vizro-core/tests/unit/vizro/actions/conftest.py +++ b/vizro-core/tests/unit/vizro/actions/conftest.py @@ -13,7 +13,9 @@ def gapminder_2007(gapminder): @pytest.fixture def gapminder_dynamic_first_n_last_n_function(gapminder): return lambda first_n=None, last_n=None: ( - pd.concat([gapminder[:first_n], gapminder[-last_n:]]) if last_n else gapminder[:first_n] + pd.concat([gapminder[:first_n], gapminder[-last_n:]]) + if last_n + else gapminder[:first_n] if first_n else gapminder ) diff --git a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py index 530975411..d4677e865 100644 --- a/vizro-core/tests/unit/vizro/actions/test_parameter_action.py +++ b/vizro-core/tests/unit/vizro/actions/test_parameter_action.py @@ -391,6 +391,53 @@ def test_one_parameter_per_target_multiple_attributes( assert result == expected + @pytest.mark.usefixtures("managers_one_page_two_graphs_with_dynamic_data") + @pytest.mark.parametrize( + "ctx_parameter_data_frame_argument, " "target_scatter_parameter_data_frame_first_n_last_n", + [ + ((["scatter_chart"], {"first_n": 50}), {"first_n": 50}), + ((["scatter_chart"], {"first_n": 50, "last_n": 50}), {"first_n": 50, "last_n": 50}), + ], + indirect=[ + "ctx_parameter_data_frame_argument", + "target_scatter_parameter_data_frame_first_n_last_n", + ], + ) + def test_data_frame_parameters_one_target( + self, + ctx_parameter_data_frame_argument, + target_scatter_parameter_data_frame_first_n_last_n, + gapminder_dynamic_first_n_last_n_function, + ): + data_manager["gapminder_dynamic_first_n_last_n"] = gapminder_dynamic_first_n_last_n_function + + # Creating and adding a Parameter object (data_frame function argument parametrizing) to the existing Page + first_n_parameter = vm.Parameter( + id="test_data_frame_parameter", + targets=["scatter_chart.data_frame.first_n"], + selector=vm.Slider(id="first_n_parameter", min=1, max=10, step=1), + ) + model_manager["test_page"].controls.append(first_n_parameter) + first_n_parameter.pre_build() + + # This parameter will affect results only if included in the ctx_parameter_data_frame_argument: + last_n_parameter = vm.Parameter( + id="test_data_frame_parameter_last_n", + targets=["scatter_chart.data_frame.last_n"], + selector=vm.Slider(id="last_n_parameter", min=1, max=10, step=1), + ) + model_manager["test_page"].controls.append(last_n_parameter) + last_n_parameter.pre_build() + + # Run action by picking the above added action function and executing it with () + result = model_manager[f"{PARAMETER_ACTION_PREFIX}_test_data_frame_parameter"].function() + + expected = { + "scatter_chart": target_scatter_parameter_data_frame_first_n_last_n, + } + + assert result == expected + @pytest.mark.usefixtures("managers_one_page_two_graphs_with_dynamic_data") @pytest.mark.parametrize( "ctx_parameter_data_frame_argument, " From f32b53805a81a7b58a95638b142abd3f1f158297 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Tue, 28 May 2024 13:29:55 +0200 Subject: [PATCH 77/82] Minor docs changes --- vizro-core/docs/pages/user-guides/actions.md | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/actions.md b/vizro-core/docs/pages/user-guides/actions.md index 20fdb304a..7b561d337 100644 --- a/vizro-core/docs/pages/user-guides/actions.md +++ b/vizro-core/docs/pages/user-guides/actions.md @@ -5,7 +5,7 @@ Many components of a dashboard (for example, [`Graph`][vizro.models.Graph] or [` By combining the [`Action`][vizro.models.Action] model with an action function, you can create complex dashboard interactions triggered by various events. -There are already lots of action functions you can reuse. +There are already a few action functions you can reuse. ???+ info "Overview of currently available pre-defined action functions" @@ -24,12 +24,11 @@ The below sections are guides on how to use pre-defined action functions. ### Export data -To enable downloading data, you can add the [`export_data`][vizro.actions.export_data] action function to the [`Button`][vizro.models.Button] component. Hence, as -a result, when a dashboard user now clicks the button, all data on the page will be downloaded. +To enable downloading data, you can add the [`export_data`][vizro.actions.export_data] action function to the [`Button`][vizro.models.Button] component. +Hence, as a result, when a dashboard user now clicks the button, all data on the page will be downloaded. -!!! info - - When data from a [custom chart](custom-charts.md) is exported it is the contents of the `data_frame` input argument that is exported. Transformations to the `data_frame` done inside the chart function are not reflected in the exported data. +When data from a [custom chart](custom-charts.md) is exported it is the contents of the `data_frame` input argument that is exported. +Therefore, the exported data will reflect any native filters and parameters, but no transformations to the `data_frame` done inside the chart function. !!! example "`export_data`" From bd6b0b887ea8982414baeb0bd79b610c5bff4225 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Tue, 28 May 2024 13:33:20 +0200 Subject: [PATCH 78/82] Add new changelog file --- ...ntony.milne_dynamic_data_load_with_args.md | 4 +- ..._petar_pejovic_parametrise_dynamic_data.md | 46 +++++++++++++++++++ 2 files changed, 49 insertions(+), 1 deletion(-) create mode 100644 vizro-core/changelog.d/20240528_133148_petar_pejovic_parametrise_dynamic_data.md diff --git a/vizro-core/changelog.d/20240514_213231_antony.milne_dynamic_data_load_with_args.md b/vizro-core/changelog.d/20240514_213231_antony.milne_dynamic_data_load_with_args.md index 1dd32afe9..0862282b9 100644 --- a/vizro-core/changelog.d/20240514_213231_antony.milne_dynamic_data_load_with_args.md +++ b/vizro-core/changelog.d/20240514_213231_antony.milne_dynamic_data_load_with_args.md @@ -3,11 +3,13 @@ A new scriv changelog fragment. Uncomment the section that is right (remove the HTML comment wrapper). --> + + +### Highlights ✨ + +- Enable dynamic data parametrization, so that different data can be loaded while the dashboard is running ([#482](https://github.com/mckinsey/vizro/pull/482)) + + + + + + + From f93886e719feb9dbebad946c13238b6c18012eeb Mon Sep 17 00:00:00 2001 From: petar-qb Date: Tue, 28 May 2024 14:35:12 +0200 Subject: [PATCH 79/82] Minor docs change --- vizro-core/docs/pages/user-guides/data.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index 17f4dad05..f6bbf9c60 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -302,7 +302,7 @@ For example, let us extend the [dynamic data example](#dynamic-data) above to sh controls=[ vm.Parameter( targets=["graph.data_frame.number_of_points"], # (6)! - selector=vm.Slider(min=1, max=20, step=1, value=10), + selector=vm.Slider(min=10, max=100, step=10, value=10), ) ], ) From c69deb27553eac12037a534ca529de2fabba48c4 Mon Sep 17 00:00:00 2001 From: petar-qb Date: Tue, 28 May 2024 15:03:01 +0200 Subject: [PATCH 80/82] Minor docs change --- vizro-core/docs/pages/user-guides/data.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index f6bbf9c60..9b579da29 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -312,8 +312,8 @@ For example, let us extend the [dynamic data example](#dynamic-data) above to sh Vizro().build(dashboard).run() ``` - 1. `load_iris_data` now takes a single argument, `number_of_points`, with a default value of 10. - 2. `iris` is still a pandas DataFrame created by reading from the CSV file `iris.csv`. + 1. `load_iris_data` takes a single argument, `number_of_points`, with a default value of 10. + 2. `iris` is a pandas DataFrame created by reading from the CSV file `iris.csv`. 3. Sample points at random, where `number_of_points` gives the number of points selected. 4. To use `load_iris_data` as dynamic data it must be added to the data manager. You should **not** actually call the function as `load_iris_data()` or `load_iris_data(number_of_points=...)`; doing so would result in static data that cannot be reloaded. 5. Give the `vm.Graph` component `id="graph"` so that the `vm.Parameter` can target it. Dynamic data is referenced by the name of the data source `"iris"`. From 2bc4dfc7cc3ded798741c50f5713ded51165f07e Mon Sep 17 00:00:00 2001 From: petar-qb Date: Tue, 28 May 2024 15:13:45 +0200 Subject: [PATCH 81/82] Minor docs change --- vizro-core/docs/pages/user-guides/data.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index 9b579da29..31e39b5c3 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -268,7 +268,8 @@ data_manager["no_expire_data"].timeout = 0 ### Parametrize data loading -You can supply arguments to your dynamic data loading function that can be modified from the dashboard. For example, if you are handling big data then you might like to load on demand only one chunk of the data. +You can supply arguments to your dynamic data loading function that can be modified from the dashboard. +For example, if you are handling big data then you can use an argument to specify the number of entries or size of chunk of data. To add a parameter to control a dynamic data source, do the following: From 2815ea6da96d476979bbd8374a18d508905819a5 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 28 May 2024 13:14:19 +0000 Subject: [PATCH 82/82] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- vizro-core/docs/pages/user-guides/data.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vizro-core/docs/pages/user-guides/data.md b/vizro-core/docs/pages/user-guides/data.md index 31e39b5c3..c670c7655 100644 --- a/vizro-core/docs/pages/user-guides/data.md +++ b/vizro-core/docs/pages/user-guides/data.md @@ -268,7 +268,7 @@ data_manager["no_expire_data"].timeout = 0 ### Parametrize data loading -You can supply arguments to your dynamic data loading function that can be modified from the dashboard. +You can supply arguments to your dynamic data loading function that can be modified from the dashboard. For example, if you are handling big data then you can use an argument to specify the number of entries or size of chunk of data. To add a parameter to control a dynamic data source, do the following: