mirror of
https://github.com/chanzuckerberg/cellxgene.git
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binary wire format with flatbuffers (#509)
* first flatbuffer schema * do not lint auto-generated files * add flatbuffers package * add flatbuffer module * wire up /data/X/T route * use flatbuffers for matrix data fetc * clarity and comments * add flatbuffer layout route * clean up obsolete code * fix tests * move flake8 config to setup.cfg * add comments * lint * rework layout routes for fbs * add more type support to fbs * lint * add flatbuffer support for annotations * function name improvements * fix botched merge with master * remove unused import * route cleanup for flatbuffers * rename function for clarity * add missing globals to Jest tests * fix client JS tests * fix routes for Python tests * comments for clarity * non-finite floating point hardening * more non-finite number handling * lint * fix tests for summarizeAnnotations * harden diffexp calculation against FP errors * cleanup unused code * lint * add encoding tests for flatbuffers * application type specified as strings * fix spelling error * improve variable names * add note about documentation gap * rename FBS DataFrame to Matrix
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@@ -30,7 +30,6 @@ describe("createUniverseFromRestV02Response", () => {
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create a universe from sample data nad validate its shape & contents
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*/
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const { nObs, nVar } = REST.schema.schema.dataframe;
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const universe = Universe.createUniverseFromRestV02Response(
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REST.config,
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REST.schema,
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@@ -66,56 +65,3 @@ describe("createUniverseFromRestV02Response", () => {
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expect(_.keys(universe.varNameToIndexMap)).toHaveLength(nVar);
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});
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});
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describe("convertExpressionRESTv02ToObject", () => {
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/*
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test convertExpressionRESTv02ToObject
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convertExpressionRESTv02ToObject(
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universe,
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response) --> { geneName: Float32Array, geneName: Float32Array, ... }
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reponse is a /data/obs response:
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{
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var: [ varIndices fetched ],
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obs: [
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[ obsIndex, evalue, ... ],
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...
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]
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}
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*/
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test("create from response data", () => {
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const universe = Universe.createUniverseFromRestV02Response(
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REST.config,
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REST.schema,
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REST.annotationsObs,
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REST.annotationsVar,
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REST.layoutObs
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);
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const expression = Universe.convertExpressionRESTv02ToObject(
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universe,
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REST.dataObs
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);
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/* Check that the expected keys are present */
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const expectedGeneNames = _.map(
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REST.dataObs.var,
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v => REST.annotationsVar.data[v][5]
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);
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expect(Object.keys(expression)).toEqual(
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expect.arrayContaining(expectedGeneNames)
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);
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const expectedExpressionValues = _.map(
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_.unzip(REST.dataObs.obs),
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a => new Float32Array(a)
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);
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_.forEach(REST.dataObs.var, (varIdx, idx) => {
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const varName = universe.varAnnotations[varIdx].name;
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expect(varName).toBeDefined();
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expect(varIdx).toBe(universe.varNameToIndexMap[varName]);
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expect(expression[varName]).toEqual(expectedExpressionValues[idx + 1]);
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});
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});
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});
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