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testing proof of concept #1116

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@jsaltermedialab jsaltermedialab requested a review from a team as a code owner November 13, 2024 09:36
// console.log(query);
// console.log(JSON.stringify(essence));
// console.log(JSON.stringify(dataCube));
// console.log(decorator)
const queryTimeStart = Date.now();
const result = await executeQuery(dataCube, query, essence.timezone, decorator);
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i think we can just stub this portion out with whatever BQ jobs we need to get the data, or implement a real data cube API if we wanted

@@ -0,0 +1,286 @@
import { parse } from "path";
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this file is mostly AI generated version that yield super broken SQL but demonstrates something hat may look kind of close to the end goal

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jsaltermedialab commented Nov 13, 2024

i think the most complex problem to solve is turning
{"op":"apply","operand":{"op":"apply","operand":{"op":"apply","operand":{"op":"apply","operand":{"op":"literal","value":{"attributes":[],"data":[{}]},"type":"DATASET"},"expression":{"op":"filter","operand":{"op":"ref","name":"main"},"expression":{"op":"overlap","operand":{"op":"ref","name":"__time"},"expression":{"op":"literal","value":{"setType":"TIME_RANGE","elements":[{"start":"2019-02-01T00:01:00.000Z","end":"2019-03-01T00:01:00.000Z"}]},"type":"SET"}}},"name":"main"},"expression":{"op":"literal","value":2592000000},"name":"MillisecondsInInterval"},"expression":{"op":"count","operand":{"op":"ref","name":"main"}},"name":"count"},"expression":{"op":"limit","operand":{"op":"sort","operand":{"op":"apply","operand":{"op":"split","operand":{"op":"ref","name":"main"},"name":"terminal","expression":{"op":"ref","name":"terminal"},"dataName":"main"},"expression":{"op":"count","operand":{"op":"ref","name":"main"}},"name":"count"},"expression":{"op":"ref","name":"count"},"direction":"descending"},"value":100},"name":"SPLIT"}

into SQL to run on BQ, and then turning the BQ response into something that looks like

{"attributes":[{"name":"main","type":"DATASET"},{"name":"MillisecondsInInterval","type":"NUMBER"},{"name":"count","type":"NUMBER"},{"name":"SPLIT","type":"DATASET"}],"data":[{"MillisecondsInInterval":2592000000,"count":20,"SPLIT":{"keys":["terminal"],"attributes":[{"name":"terminal","type":"STRING"},{"name":"main","type":"DATASET"},{"name":"count","type":"NUMBER"}],"data":[{"terminal":"Misc. Terminal","count":2},{"terminal":"Terminal 1","count":2},{"terminal":"Terminal 2","count":2},{"terminal":"Terminal 3","count":2},{"terminal":"Terminal 4","count":2},{"terminal":"Terminal 5","count":2},{"terminal":"Terminal 6","count":2},{"terminal":"Terminal 7","count":2},{"terminal":"Terminal 8","count":2},{"terminal":"Tom Bradley International Terminal","count":2}]}}]}

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Screenshot 2024-11-13 at 1 40 56 AM

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