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manager-base.ts
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// Copyright (c) Jupyter Development Team.
// Distributed under the terms of the Modified BSD License.
import * as services from '@jupyterlab/services';
import { JSONObject, PartialJSONObject } from '@lumino/coreutils';
import {
DOMWidgetView,
WidgetModel,
WidgetView,
DOMWidgetModel,
IClassicComm,
ICallbacks,
put_buffers,
remove_buffers,
resolvePromisesDict,
ISerializedState,
reject,
uuid,
PROTOCOL_VERSION,
IWidgetManager,
IModelOptions,
IWidgetOptions
} from '@jupyter-widgets/base';
import { base64ToBuffer, bufferToBase64, hexToBuffer } from './utils';
const PROTOCOL_MAJOR_VERSION = PROTOCOL_VERSION.split('.', 1)[0];
export interface IState extends PartialJSONObject {
buffers?: IBase64Buffers[];
model_name: string;
model_module: string;
model_module_version: string;
state: JSONObject;
}
export interface IManagerStateMap extends PartialJSONObject {
[key: string]: IState;
}
export interface IManagerState extends PartialJSONObject {
version_major: number;
version_minor: number;
state: IManagerStateMap;
}
export interface IBase64Buffers extends PartialJSONObject {
data: string;
path: (string | number)[];
encoding: 'base64';
}
/**
* Manager abstract base class
*/
export abstract class ManagerBase implements IWidgetManager {
/**
* Modifies view options. Generally overloaded in custom widget manager
* implementations.
*/
setViewOptions(options: any = {}): any {
return options;
}
/**
* Creates a promise for a view of a given model
*
* #### Notes
* The implementation must trigger the Lumino 'after-attach' and 'after-show' events when appropriate, which in turn will trigger the view's 'displayed' events.
*
* Make sure the view creation is not out of order with
* any state updates.
*
*/
create_view<VT extends DOMWidgetView = DOMWidgetView>(
model: DOMWidgetModel,
options?: any
): Promise<VT>;
create_view<VT extends WidgetView = WidgetView>(
model: WidgetModel,
options?: any
): Promise<VT>;
create_view<VT extends WidgetView = WidgetView>(
model: WidgetModel,
options = {}
): Promise<VT> {
const id = uuid();
const viewPromise = (model.state_change = model.state_change.then(
async () => {
try {
const ViewType = (await this.loadClass(
model.get('_view_name'),
model.get('_view_module'),
model.get('_view_module_version')
)) as typeof WidgetView;
const view = new ViewType({
model: model,
options: this.setViewOptions(options)
});
view.listenTo(model, 'destroy', view.remove);
await view.render();
// This presumes the view is added to the list of model views below
view.once('remove', () => {
delete model.views[id];
});
return view;
} catch (e) {
console.error(
`Could not create a view for model id ${model.model_id}`
);
throw e;
}
}
));
model.views[id] = viewPromise;
return viewPromise;
}
/**
* callback handlers specific to a view
*/
callbacks(view?: WidgetView): ICallbacks {
return {};
}
/**
* Get a promise for a model by model id.
*
* #### Notes
* If a model is not found, undefined is returned (NOT a promise). However,
* the calling code should also deal with the case where a rejected promise
* is returned, and should treat that also as a model not found.
*/
get_model(model_id: string): Promise<WidgetModel> | undefined {
// TODO: Perhaps we should return a Promise.reject if the model is not
// found. Right now this isn't a true async function because it doesn't
// always return a promise.
return this._models[model_id];
}
/**
* Handle when a comm is opened.
*/
handle_comm_open(
comm: IClassicComm,
msg: services.KernelMessage.ICommOpenMsg
): Promise<WidgetModel> {
const protocolVersion = ((msg.metadata || {})['version'] as string) || '';
if (protocolVersion.split('.', 1)[0] !== PROTOCOL_MAJOR_VERSION) {
const error = `Wrong widget protocol version: received protocol version '${protocolVersion}', but was expecting major version '${PROTOCOL_MAJOR_VERSION}'`;
console.error(error);
return Promise.reject(error);
}
const data = (msg.content.data as unknown) as ISerializedState;
const buffer_paths = data.buffer_paths || [];
// Make sure the buffers are DataViews
const buffers = (msg.buffers || []).map(b => {
if (b instanceof DataView) {
return b;
} else {
return new DataView(b instanceof ArrayBuffer ? b : b.buffer);
}
});
put_buffers(data.state, buffer_paths, buffers);
return this.new_model(
{
model_name: data.state['_model_name'] as string,
model_module: data.state['_model_module'] as string,
model_module_version: data.state['_model_module_version'] as string,
comm: comm
},
data.state
).catch(reject('Could not create a model.', true));
}
/**
* Create a comm and new widget model.
* @param options - same options as new_model but comm is not
* required and additional options are available.
* @param serialized_state - serialized model attributes.
*/
new_widget(
options: IWidgetOptions,
serialized_state: JSONObject = {}
): Promise<WidgetModel> {
let commPromise;
// we check to make sure the view information is provided, to help catch
// backwards incompatibility errors.
if (
options.view_name === undefined ||
options.view_module === undefined ||
options.view_module_version === undefined
) {
return Promise.reject(
'new_widget(...) must be given view information in the options.'
);
}
// If no comm is provided, a new comm is opened for the jupyter.widget
// target.
if (options.comm) {
commPromise = Promise.resolve(options.comm);
} else {
commPromise = this._create_comm(
this.comm_target_name,
options.model_id,
{
state: {
_model_module: options.model_module,
_model_module_version: options.model_module_version,
_model_name: options.model_name,
_view_module: options.view_module,
_view_module_version: options.view_module_version,
_view_name: options.view_name
}
},
{ version: PROTOCOL_VERSION }
);
}
// The options dictionary is copied since data will be added to it.
const options_clone = { ...options };
// Create the model. In the case where the comm promise is rejected a
// comm-less model is still created with the required model id.
return commPromise.then(
comm => {
// Comm Promise Resolved.
options_clone.comm = comm;
const widget_model = this.new_model(options_clone, serialized_state);
return widget_model.then(model => {
model.sync('create', model);
return model;
});
},
() => {
// Comm Promise Rejected.
if (!options_clone.model_id) {
options_clone.model_id = uuid();
}
return this.new_model(options_clone, serialized_state);
}
);
}
register_model(model_id: string, modelPromise: Promise<WidgetModel>): void {
this._models[model_id] = modelPromise;
modelPromise.then(model => {
model.once('comm:close', () => {
delete this._models[model_id];
});
});
}
/**
* Create and return a promise for a new widget model
*
* @param options - the options for creating the model.
* @param serialized_state - attribute values for the model.
*
* @example
* widget_manager.new_model({
* model_name: 'IntSlider',
* model_module: '@jupyter-widgets/controls',
* model_module_version: '1.0.0',
* model_id: 'u-u-i-d'
* }).then((model) => { console.log('Create success!', model); },
* (err) => {console.error(err)});
*
*/
async new_model(
options: IModelOptions,
serialized_state: any = {}
): Promise<WidgetModel> {
let model_id;
if (options.model_id) {
model_id = options.model_id;
} else if (options.comm) {
model_id = options.model_id = options.comm.comm_id;
} else {
throw new Error(
'Neither comm nor model_id provided in options object. At least one must exist.'
);
}
const modelPromise = this._make_model(options, serialized_state);
// this call needs to happen before the first `await`, see note in `set_state`:
this.register_model(model_id, modelPromise);
return await modelPromise;
}
async _make_model(
options: IModelOptions,
serialized_state: any = {}
): Promise<WidgetModel> {
const model_id = options.model_id;
const model_promise = this.loadClass(
options.model_name,
options.model_module,
options.model_module_version
) as Promise<typeof WidgetModel>;
let ModelType: typeof WidgetModel;
try {
ModelType = await model_promise;
} catch (error) {
console.error('Could not instantiate widget');
throw error;
}
if (!ModelType) {
throw new Error(
`Cannot find model module ${options.model_module}@${options.model_module_version}, ${options.model_name}`
);
}
const attributes = await ModelType._deserialize_state(
serialized_state,
this
);
const modelOptions = {
widget_manager: this,
model_id: model_id,
comm: options.comm
};
const widget_model = new ModelType(attributes, modelOptions);
widget_model.name = options.model_name;
widget_model.module = options.model_module;
return widget_model;
}
/**
* Close all widgets and empty the widget state.
* @return Promise that resolves when the widget state is cleared.
*/
clear_state(): Promise<void> {
return resolvePromisesDict(this._models).then(models => {
Object.keys(models).forEach(id => models[id].close());
this._models = Object.create(null);
});
}
/**
* Asynchronously get the state of the widget manager.
*
* This includes all of the widget models, and follows the format given in
* the @jupyter-widgets/schema package.
*
* @param options - The options for what state to return.
* @returns Promise for a state dictionary
*/
get_state(options: IStateOptions = {}): Promise<IManagerState> {
const modelPromises = Object.keys(this._models).map(id => this._models[id]);
return Promise.all(modelPromises).then(models => {
return serialize_state(models, options);
});
}
/**
* Set the widget manager state.
*
* @param state - a Javascript object conforming to the application/vnd.jupyter.widget-state+json spec.
*
* Reconstructs all of the widget models in the state, merges that with the
* current manager state, and then attempts to redisplay the widgets in the
* state.
*/
set_state(state: IManagerState): Promise<WidgetModel[]> {
// Check to make sure that it's the same version we are parsing.
if (!(state.version_major && state.version_major <= 2)) {
throw 'Unsupported widget state format';
}
const models = state.state as any;
// Recreate all the widget models for the given widget manager state.
const all_models = this._get_comm_info().then(live_comms => {
/* Note: It is currently safe to just loop over the models in any order,
given that the following holds (does at the time of writing):
1: any call to `new_model` with state registers the model promise (e.g. with `register_model`)
synchronously (before it's first `await` statement).
2: any calls to a model constructor or the `set_state` method on a model,
happens asynchronously (in a `then` clause, or after an `await` statement).
Without these assumptions, one risks trying to set model state with a reference
to another model that doesn't exist yet!
*/
return Promise.all(
Object.keys(models).map(model_id => {
// First put back the binary buffers
const decode: { [s: string]: (s: string) => ArrayBuffer } = {
base64: base64ToBuffer,
hex: hexToBuffer
};
const model = models[model_id];
const modelState = model.state;
if (model.buffers) {
const bufferPaths = model.buffers.map((b: any) => b.path);
// put_buffers expects buffers to be DataViews
const buffers = model.buffers.map(
(b: any) => new DataView(decode[b.encoding](b.data))
);
put_buffers(model.state, bufferPaths, buffers);
}
// If the model has already been created, set its state and then
// return it.
if (this._models[model_id]) {
return this._models[model_id].then(model => {
// deserialize state
return (model.constructor as typeof WidgetModel)
._deserialize_state(modelState || {}, this)
.then(attributes => {
model.set_state(attributes); // case 2
return model;
});
});
}
const modelCreate: IModelOptions = {
model_id: model_id,
model_name: model.model_name,
model_module: model.model_module,
model_module_version: model.model_module_version
};
if (Object.prototype.hasOwnProperty.call(live_comms, 'model_id')) {
// live comm
// This connects to an existing comm if it exists, and
// should *not* send a comm open message.
return this._create_comm(this.comm_target_name, model_id).then(
comm => {
modelCreate.comm = comm;
return this.new_model(modelCreate); // No state, so safe wrt. case 1
}
);
} else {
return this.new_model(modelCreate, modelState); // case 1
}
})
);
});
return all_models;
}
/**
* Disconnect the widget manager from the kernel, setting each model's comm
* as dead.
*/
disconnect(): void {
Object.keys(this._models).forEach(i => {
this._models[i].then(model => {
model.comm_live = false;
});
});
}
/**
* Resolve a URL relative to the current notebook location.
*
* The default implementation just returns the original url.
*/
resolveUrl(url: string): Promise<string> {
return Promise.resolve(url);
}
/**
* The comm target name to register
*/
readonly comm_target_name = 'jupyter.widget';
/**
* Load a class and return a promise to the loaded object.
*/
protected abstract loadClass(
className: string,
moduleName: string,
moduleVersion: string
): Promise<typeof WidgetModel | typeof WidgetView>;
/**
* Create a comm which can be used for communication for a widget.
*
* If the data/metadata is passed in, open the comm before returning (i.e.,
* send the comm_open message). If the data and metadata is undefined, we
* want to reconstruct a comm that already exists in the kernel, so do not
* open the comm by sending the comm_open message.
*
* @param comm_target_name Comm target name
* @param model_id The comm id
* @param data The initial data for the comm
* @param metadata The metadata in the open message
*/
protected abstract _create_comm(
comm_target_name: string,
model_id?: string,
data?: JSONObject,
metadata?: JSONObject,
buffers?: ArrayBuffer[] | ArrayBufferView[]
): Promise<IClassicComm>;
protected abstract _get_comm_info(): Promise<{}>;
/**
* Filter serialized widget state to remove any ID's already present in manager.
*
* @param {*} state Serialized state to filter
*
* @returns {*} A copy of the state, with its 'state' attribute filtered
*/
protected filterExistingModelState(serialized_state: any): any {
let models = serialized_state.state;
models = Object.keys(models)
.filter(model_id => {
return !this._models[model_id];
})
.reduce<IManagerStateMap>((res, model_id) => {
res[model_id] = models[model_id];
return res;
}, {});
return { ...serialized_state, state: models };
}
/**
* Dictionary of model ids and model instance promises
*/
private _models: { [key: string]: Promise<WidgetModel> } = Object.create(
null
);
}
export interface IStateOptions {
/**
* Drop model attributes that are equal to their default value.
*
* @default false
*/
drop_defaults?: boolean;
}
/**
* Serialize an array of widget models
*
* #### Notes
* The return value follows the format given in the
* @jupyter-widgets/schema package.
*/
export function serialize_state(
models: WidgetModel[],
options: IStateOptions = {}
): IManagerState {
const state: IManagerStateMap = {};
models.forEach(model => {
const model_id = model.model_id;
const split = remove_buffers(
model.serialize(model.get_state(options.drop_defaults))
);
const buffers: IBase64Buffers[] = split.buffers.map((buffer, index) => {
return {
data: bufferToBase64(buffer),
path: split.buffer_paths[index],
encoding: 'base64'
};
});
state[model_id] = {
model_name: model.name,
model_module: model.module,
model_module_version: model.get('_model_module_version'),
state: split.state
};
// To save space, only include the buffers key if we have buffers
if (buffers.length > 0) {
state[model_id].buffers = buffers;
}
});
return { version_major: 2, version_minor: 0, state: state };
}