fix: Fix fromArrow nested null value extraction.

src/format/from-arrow.js

@@ -44,35 +44,32 @@ export default function(arrowTable, options = {}) {
 }
 
 function arrayFromNested(vector) {
-  const create = vector.typeId === LIST ? listExtractor(vector)
+  const extract = vector.typeId === LIST ? i => arrayExtractor(vector.get(i))
     : vector.typeId === STRUCT ? structExtractor(vector)
     : error(`Unsupported Arrow type: ${toString(vector.VectorName)}`);
 
   // generate and return objects for each nested value
-  return Array.from({ length: vector.length }, create);
+  return Array.from(
+    { length: vector.length },
+    (_, i) => vector.isValid(i) ? extract(i) : null
+  );
 }
 
-function listExtractor(vector) {
-  // extract a list value. recurse if nested, otherwise convert to array
-  return (_, i) => {
-    const v = vector.get(i);
-    return v.numChildren ? arrayFromNested(v) : arrayFromVector(v);
-  };
+function arrayExtractor(vector) {
+  // extract an array, recurse if nested.
+  return vector.numChildren
+    ? arrayFromNested(vector)
+    : arrayFromVector(vector);
 }
 
 function structExtractor(vector) {
-  // extract struct field names
+  // extract struct field names and values
   const names = vector.type.children.map(field => field.name);
-
-  // extract struct field values into parallel arrays
-  const data = names.map((_, i) => {
-    const v = vector.getChildAt(i);
-    return v.numChildren ? arrayFromNested(v) : arrayFromVector(v);
-  });
+  const values = names.map((_, i) => arrayExtractor(vector.getChildAt(i)));
 
   // function to generate objects with field name properties
   return unroll(
-    data, '_,i',
+    values, 'i',
     '({' + names.map((_, d) => `${toString(_)}:_${d}[i]`) + '})'
   );
 }

test/format/arrow-test.js

@@ -7,6 +7,7 @@ function arrowColumn(data, nullCount = 0) {
     length: data.length,
     get: row => data[row],
     toArray: () => data,
+    isValid: row => data[row] != null,
     [Symbol.iterator]: () => data[Symbol.iterator](),
     nullCount,
     _data: data
@@ -51,19 +52,20 @@ function arrowDictionary(data) {
 }
 
 function arrowListColumn(data) {
-  const c = arrowColumn(data.map(d => arrowColumn(d)));
+  const c = arrowColumn(data.map(d => d ? arrowColumn(d) : null));
   c.typeId = LIST;
   c.numChildren = 1;
   return c;
 }
 
-function arrowStructColumn(names, children) {
+function arrowStructColumn(valid, names, children) {
   return {
     type: { children: names.map(name => ({ name })) },
     typeId: STRUCT,
-    length: children[0].length,
+    length: valid.length,
     numChildren: names.length,
-    getChildAt: i => children[i]
+    getChildAt: i => children[i],
+    isValid: row => !!valid[row]
   };
 }
 
@@ -104,7 +106,7 @@ tape('fromArrow can unpack Apache Arrow tables', t => {
 });
 
 tape('fromArrow can read Apache Arrow lists', t => {
-  const d = [[1, 2, 3], [4, 5]];
+  const d = [[1, 2, 3], null, [4, 5]];
   const l = arrowListColumn(d);
   const at = arrowTable({ l });
   const dt = fromArrow(at);
@@ -114,10 +116,10 @@ tape('fromArrow can read Apache Arrow lists', t => {
 });
 
 tape('fromArrow can read Apache Arrow structs', t => {
-  const d = [{ foo: 1, bar: [2, 3] }, { foo: 2, bar: [4] }];
-  const s = arrowStructColumn(Object.keys(d[0]), [
-    arrowColumn(d.map(v => v.foo)),
-    arrowListColumn(d.map(v => v.bar))
+  const d = [{ foo: 1, bar: [2, 3] }, null, { foo: 2, bar: [4] }];
+  const s = arrowStructColumn(d, Object.keys(d[0]), [
+    arrowColumn(d.map(v => v ? v.foo : null)),
+    arrowListColumn(d.map(v => v ? v.bar : null))
   ]);
   const at = arrowTable({ s });
   const dt = fromArrow(at);
@@ -128,9 +130,9 @@ tape('fromArrow can read Apache Arrow structs', t => {
 
 tape('fromArrow can read nested Apache Arrow structs', t => {
   const d = [{ foo: 1, bar: { bop: 2 } }, { foo: 2, bar: { bop: 3 } }];
-  const s = arrowStructColumn(Object.keys(d[0]), [
-    arrowColumn(d.map(v => v.foo)),
-    arrowStructColumn(['bop'], [ arrowColumn([2, 3]) ])
+  const s = arrowStructColumn(d, Object.keys(d[0]), [
+    arrowColumn(d.map(v => v ? v.foo : null)),
+    arrowStructColumn([1, 1], ['bop'], [ arrowColumn([2, 3]) ])
   ]);
   const at = arrowTable({ s });
   const dt = fromArrow(at);