chore: import upstream snapshot with attribution
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# Implementing a custom Virtual Server
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You can connect Perspective to any data source by implementing the
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`VirtualServerHandler` interface and passing it to `createMessageHandler()`.
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For background on virtual servers, see the
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[Virtual Servers overview](../../../explanation/virtual_servers.md).
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## Example
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```typescript
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import perspective from "@perspective-dev/client";
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import type {
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VirtualServerHandler,
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ColumnType,
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ViewConfig,
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ViewWindow,
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VirtualDataSlice,
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} from "@perspective-dev/client";
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const handler = {
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async getHostedTables(): Promise<string[]> {
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return ["my_table"];
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},
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async tableSchema(tableId: string): Promise<Record<string, ColumnType>> {
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return { name: "string", price: "float", date: "date" };
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},
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async tableSize(tableId: string): Promise<number> {
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return 1000;
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},
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async tableMakeView(
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tableId: string,
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viewId: string,
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config: ViewConfig,
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): Promise<void> {
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// Translate `config` (group_by, sort, filter, etc.) into a query
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// against your data source. Store the query keyed by `viewId`
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// for later data retrieval.
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},
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async viewDelete(viewId: string): Promise<void> {
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// Clean up resources for this view
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},
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async viewGetData(
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viewId: string,
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config: ViewConfig,
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schema: Record<string, ColumnType>,
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viewport: ViewWindow,
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dataSlice: VirtualDataSlice,
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): Promise<void> {
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// Query your data source using `config` and `viewport` for the
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// row/column window. Push columnar results via `dataSlice.setCol()`.
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},
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getFeatures() {
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return {
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group_by: true,
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sort: true,
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filter_ops: {
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string: ["==", "!=", "contains", "is null", "is not null"],
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float: ["==", "!=", ">", "<", ">=", "<="],
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},
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aggregates: {
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float: ["sum", "avg", "count", "min", "max"],
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string: ["count", "any"],
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},
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};
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},
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} satisfies VirtualServerHandler;
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// Create a message handler and use it like a worker
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const messageHandler = perspective.createMessageHandler(handler);
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const client = await perspective.worker(messageHandler);
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const table = await client.open_table("my_table");
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document.getElementById("viewer").load(table);
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```
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