Materialize query pipeline to a store and query it

eslint.base.mjs

@@ -51,7 +51,10 @@ export default [
         console: true,
         window: true,
         document: true,
-        globalThis: true
+        globalThis: true,
+        EventTarget: true,
+        CustomEvent: true,
+        EventListener: true
       },
     },
     ignores: ['dist/', 'node_modules/'],

packages/d2ts/examples/fruit-processed.ts

@@ -1,22 +1,62 @@
-import { MultiSet } from '../src/multiset'
-import { D2 } from '../src/index.js'
-import { map, reduce, consolidate, output } from '../src/operators/index.js'
-import { v } from '../src/order.js'
-import { MessageType } from '../src/types.js'
+import { map, reduce, consolidate } from '../src/operators/index.js'
+import { Store } from '../src/store.js'
 
 type FruitOrder = {
-  name: string,
-  quantity: number,
-  shipping_id: string,
+  name: string
+  quantity: number
+  shipping_id: string
   status: 'packed' | 'shipped' | 'delivered'
 }
 
-const graph = new D2({ initialFrontier: v(0) })
-const input = graph.newInput<FruitOrder>()
-
-// Track quantities by status
-const materializedStatus = new Map<string, number>();
-const materializedProcessed = new Map<string, number>();
+const fruitOrders = new Store<string, FruitOrder>()
+
+const { materializedStatus, materializedProcessed } = Store.queryAll(
+  [fruitOrders],
+  ([fruitStream]) => {
+    const statusStream = fruitStream.pipe(
+      // debug('Raw Input'),
+      map(
+        ([orderId, order]) =>
+          [`${order.name}-${order.status}`, order.quantity] as [string, number],
+      ),
+      // debug('After Map'),
+      reduce((values) => {
+        // The reduce function receives an array of [quantity, diff] for each key
+        // `diff` being the change in number of occurrences of the specific quantity
+        // It is not aware of the key, just that everything it is receiving is for the same key
+        // Here we want to sum the quantity for each key, so a sum of num * diff
+        let count = 0
+        for (const [num, diff] of values) {
+          count += num * diff
+        }
+        return [[count, 1]]
+      }),
+      // debug('Status Totals'),
+      consolidate(),
+    )
+    const processedStream = fruitStream.pipe(
+      // debug('Raw Input'),
+      map(
+        ([orderId, order]) => [order.name, order.quantity] as [string, number],
+      ),
+      // debug('After Map'),
+      reduce((values) => {
+        // Count the total number of each fruit processed
+        let count = 0
+        for (const [num, diff] of values) {
+          count += num * diff
+        }
+        return [[count, 1]]
+      }),
+      // debug('Total Processed'),
+      consolidate(),
+    )
+
+    const materializedStatus = Store.materialize(statusStream)
+    const materializedProcessed = Store.materialize(processedStream)
+    return { materializedStatus, materializedProcessed }
+  },
+)
 
 function showStatus() {
   const obj = Object.fromEntries(materializedStatus.entries())
@@ -30,93 +70,25 @@ function showProcessed() {
   console.log(JSON.stringify(obj, null, 2))
 }
 
-input.pipe(
-  // debug('Raw Input'),
-  map((order) => [`${order.name}-${order.status}`, order.quantity] as [string, number]),
-  // debug('After Map'),
-  reduce((values) => {
-    // The reduce function receives an array of [quantity, diff] for each key
-    // `diff` being the change in number of occurrences of the specific quantity
-    // It is not aware of the key, just that everything it is receiving is for the same key
-    // Here we want to sum the quantity for each key, so a sum of num * diff
-    let count = 0
-    for (const [num, diff] of values) {
-      count += num * diff
-    }
-    return [[count, 1]]
-  }),
-  // debug('Status Totals'),
-  consolidate(),
-  output((msg) => {
-    if (msg.type === MessageType.DATA) {
-      const entries = msg.data.collection.getInner();
-      // The entreis are:
-      // key: {fruit-name}-{status}
-      // count: number of items in that status
-      // diff: 1 if adding a row, -1 if removing a row
-      for (const [[key, count], diff] of entries) {
-        if (diff > 0) {
-          materializedStatus.set(key, count)
-        } else if (diff < 0) {
-          materializedStatus.delete(key)
-        }
-      }
-    }
-  })
-)
-
-// Track total processed quantities regardless of status
-input.pipe(
-  // debug('Raw Input'),
-  map((order) => [order.name, order.quantity] as [string, number]),
-  // debug('After Map'),
-  reduce((values) => {
-    // Count the total number of each fruit processed
-    let count = 0
-    for (const [num, diff] of values) {
-      count += num * diff
-    }
-    return [[count, 1]]
-  }),
-  // debug('Total Processed'),
-  consolidate(),
-  output((msg) => {
-    if (msg.type === MessageType.DATA) {
-      const entries = msg.data.collection.getInner();
-      for (const [[key, count], diff] of entries) {
-        if (diff > 0) {
-          materializedProcessed.set(key, count)
-        } else if (diff < 0) {
-          materializedProcessed.delete(key)
-        }
-      }
-    }
-  })
-)
-
-graph.finalize()
-
 console.log('--------------------------------')
 
 // Initial packing of orders
 console.log('Sending initial orders')
-input.sendData(v(0), new MultiSet([
-  [{
+fruitOrders.transaction((tx) => {
+  tx.set('A001', {
     name: 'apple',
     quantity: 100,
     shipping_id: 'A001',
-    status: 'packed'
-  }, 1],
-  [{
+    status: 'packed',
+  })
+  tx.set('B001', {
     name: 'banana',
     quantity: 150,
     shipping_id: 'B001',
-    status: 'packed'
-  }, 1]
-]))
+    status: 'packed',
+  })
+})
 
-input.sendFrontier(v(1)) // Send a frontier to set the new minimum version
-graph.step() // Step the graph to process the data
 // Show the materialized status and processed totals:
 showStatus()
 showProcessed()
@@ -125,64 +97,37 @@ console.log('--------------------------------')
 
 // Ship 2 orders
 console.log('Shipping 2 orders')
-input.sendData(v(1), new MultiSet([
-  // Remove from packed status
-  [{
-    name: 'apple',
-    quantity: 100,
-    shipping_id: 'A001',
-    status: 'packed'
-  }, -1],
-  // Add to shipped status
-  [{
+fruitOrders.transaction((tx) => {
+  tx.set('A001', {
     name: 'apple',
     quantity: 100,
     shipping_id: 'A001',
-    status: 'shipped'
-  }, 1],
-
-  [{
-    name: 'banana',
-    quantity: 150,
-    shipping_id: 'B001',
-    status: 'packed'
-  }, -1],
-  [{
+    status: 'shipped',
+  })
+  tx.set('B001', {
     name: 'banana',
     quantity: 150,
     shipping_id: 'B001',
-    status: 'shipped'
-  }, 1]
-]))
+    status: 'shipped',
+  })
+})
 
-input.sendFrontier(v(2))
-graph.step()
 showStatus()
 showProcessed()
 
 console.log('--------------------------------')
 
 // One order arrives
 console.log('One order arrives')
-input.sendData(v(2), new MultiSet([
-  // Remove from shipped status
-  [{
-    name: 'apple',
-    quantity: 100,
-    shipping_id: 'A001',
-    status: 'shipped'
-  }, -1],
-  // Add to delivered status
-  [{
+fruitOrders.transaction((tx) => {
+  tx.set('A001', {
     name: 'apple',
     quantity: 100,
     shipping_id: 'A001',
-    status: 'delivered'
-  }, 1]
-]))
+    status: 'delivered',
+  })
+})
 
-input.sendFrontier(v(3))
-graph.step()
 showStatus()
 showProcessed()