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NotebookCommModel.ts
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NotebookCommModel.ts
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import type { JSONObject } from '@lumino/coreutils';
import type { ISessionContext } from '@jupyterlab/apputils';
import { get, writable, type Writable } from 'svelte/store';
import {
notebookCommModel,
connectionReady,
errorHandler,
kernelStatus,
wizardMode,
} from '../stores';
import { NotebookActions, type NotebookPanel } from '@jupyterlab/notebook';
import type {
IComm,
IKernelConnection
} from '@jupyterlab/services/lib/kernel/kernel';
import {
GenericMatcher,
type IAutoCompleteItem,
type IChatMessage,
type IKernelMatcher,
type ILoaderForm,
type Subset
} from '../common/chatbotInterfaces';
import type { KernelMessage } from '@jupyterlab/services';
import type { IErrorMsg } from '@jupyterlab/services/lib/kernel/messages';
import { createChatInstance, type IChatInstance } from '../chatinstance';
export class NotebookCommModel {
private _sessionContext: ISessionContext;
public _notebook: NotebookPanel;
private _icomm: IComm | null;
private _language: IKernelMatcher;
public chatInstances: Writable<{ [id: string]: IChatInstance }>;
public chatLoaders: Writable<{ [id: string]: ILoaderForm }>;
/*private _boundQueryCall: (
sess: ISessionContext,
args: KernelMessage.IMessage<KernelMessage.MessageType>
) => void;*/
constructor(notebook: NotebookPanel) {
this._sessionContext = notebook.sessionContext;
this._notebook = notebook;
this._icomm = null;
this._language = GenericMatcher;
this.chatInstances = writable({
"base": createChatInstance(this, "base", "newton") // Passing this here may cause a memory leak, but I haven't checked
});
this.chatLoaders = writable({});
//this._boundQueryCall = this._queryCall.bind(this);
}
get session(): ISessionContext {
return this._sessionContext;
}
get language(): string | null {
return this._language?.language;
}
get name(): string {
return this.session?.name;
}
public async connectNotebook() {
console.log('Connecting notebook to Newton');
this.resetData();
await this.session.ready;
kernelStatus.setattr('connectedOnce', true);
this.listenForRestart();
await this.initBot();
connectionReady.set(true);
}
public refresh() {
console.log("refresh", this.name)
this.sendRefreshLoaders();
for (const instance of Object.keys(get(this.chatInstances))) {
this.sendRefreshInstance(instance);
}
}
public insertAbove(text: string) {
const content = this._notebook.content;
NotebookActions.insertAbove(content);
const activeCell = content.activeCell;
if (activeCell) {
activeCell.model.value.text = text;
activeCell.editorWidget.editor.focus();
}
}
public insertBelow(text: string) {
const content = this._notebook.content;
NotebookActions.insertBelow(content);
const activeCell = content.activeCell;
if (activeCell) {
activeCell.model.value.text = text;
activeCell.editorWidget.editor.focus();
}
}
public insertBottom(text: string) {
const content = this._notebook.content;
content.activeCellIndex = content.widgets.length - 1;
NotebookActions.insertBelow(content);
const activeCell = content.activeCell;
if (activeCell) {
activeCell.model.value.text = text;
activeCell.editorWidget.editor.focus();
}
}
public async listenForRestart() {
this.session.session?.kernel?.statusChanged.connect((_, status) => {
if (status.endsWith('restarting')) {
kernelStatus.setattr('hasKernel', false);
// DO something
console.log('[Newton] resetting data on kernel restart.');
this.resetData();
this.initBot().then();
}
});
}
public async initBot() {
const kernel = this.session.session?.kernel;
if (!kernel) {
throw errorHandler.report(undefined, 'NotebookCommModel:initBot', []);
}
await this._setKernelLanguage(kernel);
kernelStatus.setattr('connectedOnce', true);
kernelStatus.setattr('connectedNow', !!get(notebookCommModel));
kernel.registerCommTarget('newton.comm', (comm, msg) => {
this._icomm = comm;
this._icomm.onMsg = this._receiveNewtonQuery.bind(this);
});
await this._initOnKernel(kernel);
//this._sessionContext.iopubMessage.disconnect(this._boundQueryCall);
//this._sessionContext.iopubMessage.connect(this._boundQueryCall);
}
public resetData() {
connectionReady.set(false);
kernelStatus.reset();
for (const chatInstance of Object.values(get(this.chatInstances))) {
chatInstance.reset();
}
}
/**
* Send data to icomm
* @param data
*/
public send(data: JSONObject): void {
const session = this._sessionContext.session;
if (
this._icomm &&
session &&
session.kernel &&
session.kernel.hasComm(this._icomm.commId)
) {
this._icomm.send(data);
}
}
/**
* Send a init command to the kernel
*/
public sendInitKernel(): void {
this.send({
operation: 'init',
instance: "<all>"
});
}
/**
* Send a init command to the kernel
*/
public sendMessageKernel(instance: string, message: IChatMessage): void {
this.send({
operation: 'message',
instance,
message: message as unknown as JSONObject
});
}
/**
* Send a cell execution command to the kernel
*/
/*public sendExecKernel(): void {
this.send({
operation: 'exec',
instance: "<all>"
});
}*/
/**
* Send a create instance command to the kernel
*/
public sendCreateInstance(name: string, mode: string, data: { [id: string]: string | null }): void {
this.send({
operation: 'new-instance',
instance: '<meta>',
name,
mode,
data
});
}
/**
* Send a remove instance command to the kernel
*/
public sendRemoveInstance(name: string): void {
this.send({
operation: 'remove-instance',
instance: '<meta>',
name
});
}
/**
* Send a refresh command to the kernel
*/
public sendRefreshLoaders(): void {
this.send({
operation: 'refresh',
instance: '<meta>'
});
}
/**
* Send a save command to the kernel
*/
public sendSaveInstances(): void {
this.send({
operation: 'save-instances',
instance: '<meta>'
});
}
/**
* Send a save command to the kernel
*/
public sendLoadInstances(data: any): void {
this.send({
operation: 'load-instances',
instance: '<meta>',
data
});
}
/**
* Send a refresh command to the kernel
*/
public sendRefreshInstance(instance: string): void {
this.send({
operation: 'refresh',
instance
});
}
/**
* Send a config command to the kernel
*/
public sendConfig(instance: string, data: any): void {
data.operation = 'config';
data.instance = instance;
this.send(data);
}
/**
* Send a message sync command to the kernel
*/
public sendSyncMessage(instance: string, message: Pick<IChatMessage, 'id'> & Subset<IChatMessage>): void {
this.send({
operation: 'sync-message',
instance,
message
})
}
/**
* Send a subject query command to the kernel
*/
public sendAutoCompleteQuery(instance: string, requestId: number, query: string): void {
this.send({
operation: 'autocomplete-query',
instance,
requestId: requestId,
query: query,
});
}
private async _setKernelLanguage(kernel: IKernelConnection) {
const infoReply = await kernel.info;
this._language = GenericMatcher;
if (
kernel.name.match('python') ||
infoReply?.language_info.name.match('python')
) {
this._language = {
language: 'python',
initScript: 'import newtonchat.comm; newtonchat.comm.init()',
evalue: "No module named 'newtonchat.comm'"
};
}
}
private async _initOnKernel(kernel: IKernelConnection) {
const code = this._language.initScript;
if (!code) {
return;
}
const language = this._language;
const content: KernelMessage.IExecuteRequestMsg['content'] = {
code: code,
stop_on_error: false,
store_history: false,
silent: true
};
const future = kernel.requestExecute(content, false);
future.onIOPub = (msg: KernelMessage.IIOPubMessage): void => {
if (
msg.header.msg_type === 'error' &&
(msg as IErrorMsg).content.evalue === language.evalue
) {
const err: IErrorMsg = msg as IErrorMsg;
errorHandler.report(undefined, '_initOnKernel', [
err.content.ename,
err.content.evalue,
err.content.traceback
]);
}
this.sendInitKernel();
};
return future;
}
/*
* Handle query response
*/
private _loadInstanceConfig(chatInstance: IChatInstance, config: { [id: string]: any }) {
for (const [key, value] of Object.entries(config)) {
let configVar = chatInstance.configMap[key];
if (configVar !== undefined) {
configVar.initialized = true;
configVar.load(value);
}
}
}
private _loadInstances(instances: { [id: string]: string }) {
let changed = false;
let chatInstancesObj = get(this.chatInstances);
for (const instance of Object.keys(chatInstancesObj)) {
if (!(instance in instances)) {
delete chatInstancesObj[instance];
changed = true;
}
}
for (const [instance, mode] of Object.entries(instances)) {
if (!(instance in chatInstancesObj)) {
chatInstancesObj[instance] = createChatInstance(this, instance, mode);
chatInstancesObj[instance].refresh();
changed = true;
}
}
if (changed) {
this.chatInstances.set(chatInstancesObj);
}
}
private _receiveNewtonQuery(
msg: KernelMessage.ICommMsgMsg
): void | PromiseLike<void> {
try {
const operation = msg.content.data.operation;
const instance = msg.content.data.instance as string;
if (instance === "<meta>") {
if (operation === 'sync-meta') {
this.chatLoaders.set(msg.content.data.loaders as unknown as { [id: string]: ILoaderForm });
const instances = msg.content.data.instances as unknown as { [id: string]: string };
this._loadInstances(instances);
}
if (operation === 'instances') {
if (get(wizardMode)) {
const a = document.createElement('a');
const blob = new Blob([JSON.stringify(msg.content.data.data)], {type: 'application/json'});
const url = URL.createObjectURL(blob);
a.setAttribute('href', url);
a.setAttribute('download', 'instances.json');
a.click();
a.remove();
}
}
return;
}
const chatInstance = get(this.chatInstances)[instance];
if (chatInstance === undefined) {
// On some operations, the client receives an update about an instance that it does not know about yet
// I saw it occur on loading the history, and on starting a new client
// Maybe we should treat it in a different way to prevent the error,
// but I'm just sending a message to the kernel to check for updates for now
this.sendRefreshLoaders();
return;
//throw new Error("Invalid instance " + instance);
}
if (operation === 'init' || operation === 'refresh') {
kernelStatus.setattr('hasKernel', true);
console.log("Load", instance, msg.content.data)
chatInstance.load(msg.content.data.history as unknown as IChatMessage[]);
this._loadInstanceConfig(chatInstance, msg.content.data.config as unknown as { [id: string]: any });
} else if (operation === 'reply') {
kernelStatus.setattr('hasKernel', true);
const message: IChatMessage = msg.content.data
.message as unknown as IChatMessage;
chatInstance.push(message);
} else if (operation === 'update-message') {
kernelStatus.setattr('hasKernel', true);
const message: IChatMessage = msg.content.data
.message as unknown as IChatMessage;
chatInstance.updateMessage(message);
} else if (operation === 'update-config') {
const config: { [id: string]: any } = msg.content.data
.config as unknown as { [id: string]: any };
this._loadInstanceConfig(chatInstance, config)
} else if (operation === 'error') {
errorHandler.report(
'Failed to run ICOMM command',
'_receiveNewtonQuery',
[msg.content.data.command, msg.content.data.message]
);
} else if (operation === 'autocomplete-response') {
const { autoCompleteResponseId, autoCompleteItems } = chatInstance;
autoCompleteResponseId.set(msg.content.data.responseId as number);
autoCompleteItems.set(msg.content.data.items as unknown as IAutoCompleteItem[]);
}
} catch (error) {
throw errorHandler.report(error, '_receiveNewtonQuery', [msg]);
}
}
/*
* Invokes a inspection if the signal emitted from specified session is an 'execute_input' msg.
*/
/*private _queryCall(
sess: ISessionContext,
args: KernelMessage.IMessage
): void {
try {
const msg: KernelMessage.IIOPubMessage =
args as KernelMessage.IIOPubMessage;
const msgType = msg.header.msg_type;
switch (msgType) {
case 'execute_input':
this.sendExecKernel();
break;
default:
break;
}
} catch (error) {
throw errorHandler.report(error, '_queryCall', [args.content]);
}
}*/
}