230 lines
7.8 KiB
JavaScript
230 lines
7.8 KiB
JavaScript
import vegaEmbed from "https://esm.sh/vega-embed@6?deps=vega@5&deps=vega-lite@5.20.1";
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import lodashDebounce from "https://esm.sh/lodash-es@4.17.21/debounce";
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// Note: For offline support, the import lines above are removed and the remaining script
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// is bundled using vl-convert's javascript_bundle function. See the documentation of
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// the javascript_bundle function for details on the available imports and their names.
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// If an additional import is required in the future, it will need to be added to vl-convert
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// in order to preserve offline support.
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async function render({ model, el }) {
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let finalize;
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function showError(error){
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el.innerHTML = (
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'<div style="color:red;">'
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+ '<p>JavaScript Error: ' + error.message + '</p>'
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+ "<p>This usually means there's a typo in your chart specification. "
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+ "See the javascript console for the full traceback.</p>"
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+ '</div>'
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);
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}
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const reembed = async () => {
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if (finalize != null) {
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finalize();
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}
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model.set("local_tz", Intl.DateTimeFormat().resolvedOptions().timeZone);
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let spec = structuredClone(model.get("spec"));
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if (spec == null) {
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// Remove any existing chart and return
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while (el.firstChild) {
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el.removeChild(el.lastChild);
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}
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model.save_changes();
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return;
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}
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let embedOptions = structuredClone(model.get("embed_options")) ?? undefined;
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let api;
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try {
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api = await vegaEmbed(el, spec, embedOptions);
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} catch (error) {
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showError(error)
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return;
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}
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finalize = api.finalize;
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// Debounce config
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const wait = model.get("debounce_wait") ?? 10;
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const debounceOpts = {leading: false, trailing: true};
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if (model.get("max_wait") ?? true) {
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debounceOpts["maxWait"] = wait;
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}
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const initialSelections = {};
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for (const selectionName of Object.keys(model.get("_vl_selections"))) {
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const storeName = `${selectionName}_store`;
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const selectionHandler = (_, value) => {
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const newSelections = cleanJson(model.get("_vl_selections") ?? {});
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const store = cleanJson(api.view.data(storeName) ?? []);
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newSelections[selectionName] = {value, store};
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model.set("_vl_selections", newSelections);
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model.save_changes();
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};
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api.view.addSignalListener(selectionName, lodashDebounce(selectionHandler, wait, debounceOpts));
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initialSelections[selectionName] = {
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value: cleanJson(api.view.signal(selectionName) ?? {}),
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store: cleanJson(api.view.data(storeName) ?? [])
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}
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}
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model.set("_vl_selections", initialSelections);
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const initialParams = {};
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for (const paramName of Object.keys(model.get("_params"))) {
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const paramHandler = (_, value) => {
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const newParams = JSON.parse(JSON.stringify(model.get("_params"))) || {};
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newParams[paramName] = value;
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model.set("_params", newParams);
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model.save_changes();
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};
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api.view.addSignalListener(paramName, lodashDebounce(paramHandler, wait, debounceOpts));
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initialParams[paramName] = api.view.signal(paramName) ?? null
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}
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model.set("_params", initialParams);
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model.save_changes();
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// Param change callback
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model.on('change:_params', async (new_params) => {
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for (const [param, value] of Object.entries(new_params.changed._params)) {
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api.view.signal(param, value);
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}
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await api.view.runAsync();
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});
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// Add signal/data listeners
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for (const watch of model.get("_js_watch_plan") ?? []) {
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if (watch.namespace === "data") {
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const dataHandler = (_, value) => {
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model.set("_js_to_py_updates", [{
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namespace: "data",
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name: watch.name,
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scope: watch.scope,
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value: cleanJson(value)
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}]);
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model.save_changes();
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};
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addDataListener(api.view, watch.name, watch.scope, lodashDebounce(dataHandler, wait, debounceOpts))
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} else if (watch.namespace === "signal") {
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const signalHandler = (_, value) => {
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model.set("_js_to_py_updates", [{
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namespace: "signal",
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name: watch.name,
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scope: watch.scope,
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value: cleanJson(value)
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}]);
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model.save_changes();
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};
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addSignalListener(api.view, watch.name, watch.scope, lodashDebounce(signalHandler, wait, debounceOpts))
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}
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}
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// Add signal/data updaters
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model.on('change:_py_to_js_updates', async (updates) => {
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for (const update of updates.changed._py_to_js_updates ?? []) {
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if (update.namespace === "signal") {
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setSignalValue(api.view, update.name, update.scope, update.value);
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} else if (update.namespace === "data") {
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setDataValue(api.view, update.name, update.scope, update.value);
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}
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}
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await api.view.runAsync();
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});
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}
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model.on('change:spec', reembed);
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model.on('change:embed_options', reembed);
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model.on('change:debounce_wait', reembed);
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model.on('change:max_wait', reembed);
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await reembed();
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}
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function cleanJson(data) {
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return JSON.parse(JSON.stringify(data))
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}
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function getNestedRuntime(view, scope) {
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var runtime = view._runtime;
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for (const index of scope) {
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runtime = runtime.subcontext[index];
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}
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return runtime
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}
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function lookupSignalOp(view, name, scope) {
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let parent_runtime = getNestedRuntime(view, scope);
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return parent_runtime.signals[name] ?? null;
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}
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function dataRef(view, name, scope) {
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let parent_runtime = getNestedRuntime(view, scope);
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return parent_runtime.data[name];
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}
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export function setSignalValue(view, name, scope, value) {
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let signal_op = lookupSignalOp(view, name, scope);
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view.update(signal_op, value);
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}
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export function setDataValue(view, name, scope, value) {
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let dataset = dataRef(view, name, scope);
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let changeset = view.changeset().remove(() => true).insert(value)
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dataset.modified = true;
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view.pulse(dataset.input, changeset);
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}
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export function addSignalListener(view, name, scope, handler) {
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let signal_op = lookupSignalOp(view, name, scope);
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return addOperatorListener(
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view,
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name,
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signal_op,
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handler,
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);
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}
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export function addDataListener(view, name, scope, handler) {
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let dataset = dataRef(view, name, scope).values;
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return addOperatorListener(
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view,
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name,
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dataset,
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handler,
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);
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}
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// Private helpers from Vega for dealing with nested signals/data
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function findOperatorHandler(op, handler) {
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const h = (op._targets || [])
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.filter(op => op._update && op._update.handler === handler);
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return h.length ? h[0] : null;
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}
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function addOperatorListener(view, name, op, handler) {
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let h = findOperatorHandler(op, handler);
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if (!h) {
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h = trap(view, () => handler(name, op.value));
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h.handler = handler;
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view.on(op, null, h);
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}
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return view;
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}
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function trap(view, fn) {
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return !fn ? null : function() {
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try {
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fn.apply(this, arguments);
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} catch (error) {
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view.error(error);
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}
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};
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}
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export default { render }
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