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impl
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@ -411,6 +411,8 @@ type Column
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example_lt = Examples.integer_column < 1
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< : Column | Any -> Column
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< self other = Value_Type.expect_comparable self other <|
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if other.is_a Column then
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IO.println "AAA "+self.value_type.to_text+" :: "+other.value_type.to_text
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Incomparable_Values.handle_errors <|
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run_vectorized_binary_op self Java_Storage.Maps.LT fallback_fn=(<) other expected_result_type=Value_Type.Boolean
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@ -4,10 +4,12 @@ import static org.enso.table.data.column.operation.map.numeric.helpers.DoubleArr
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import java.math.BigInteger;
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import java.util.BitSet;
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import org.enso.base.CompareException;
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import org.enso.base.polyglot.NumericConverter;
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import org.enso.table.data.column.operation.map.BinaryMapOperation;
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import org.enso.table.data.column.operation.map.MapOperationProblemAggregator;
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import org.enso.table.data.column.operation.map.numeric.helpers.BigDecimalArrayAdapter;
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import org.enso.table.data.column.operation.map.numeric.helpers.BigIntegerArrayAdapter;
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import org.enso.table.data.column.operation.map.numeric.helpers.DoubleArrayAdapter;
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import org.enso.table.data.column.storage.BoolStorage;
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@ -47,6 +49,8 @@ public abstract class NumericComparison<T extends Number, I extends Storage<? su
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BigIntegerArrayAdapter.fromStorage(s), bigInteger, problemAggregator);
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case BigIntegerStorage s -> runBigIntegerMap(
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BigIntegerArrayAdapter.fromStorage(s), bigInteger, problemAggregator);
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case BigDecimalStorage s -> runBigDecimalMap(
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BigIntegerArrayAdapter.fromStorage(s), new BigDecimal(bigInteger), problemAggregator);
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case DoubleStorage s -> runDoubleMap(s, bigInteger.doubleValue(), problemAggregator);
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default -> throw new IllegalStateException(
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"Unsupported lhs storage: " + storage.getClass().getCanonicalName());
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@ -57,14 +61,21 @@ public abstract class NumericComparison<T extends Number, I extends Storage<? su
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case AbstractLongStorage s -> runLongMap(s, rhs, problemAggregator);
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case BigIntegerStorage s -> runBigIntegerMap(
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BigIntegerArrayAdapter.fromStorage(s), BigInteger.valueOf(rhs), problemAggregator);
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case BigDecimalStorage s -> runBigDecimalMap(
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BigDecimalArrayAdapter.fromStorage(s), BigDecimal.valueOf(rhs), problemAggregator);
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case DoubleStorage s -> runDoubleMap(s, (double) rhs, problemAggregator);
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default -> throw new IllegalStateException(
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"Unsupported lhs storage: " + storage.getClass().getCanonicalName());
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};
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} else if (NumericConverter.isCoercibleToDouble(arg)) {
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DoubleArrayAdapter lhs = DoubleArrayAdapter.fromAnyStorage(storage);
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double rhs = NumericConverter.coerceToDouble(arg);
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return runDoubleMap(lhs, rhs, problemAggregator);
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return switch (storage) {
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case BigDecimalStorage s -> runBigDecimalMap(
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BigDecimalArrayAdapter.fromStorage(s), BigDecimal.valueOf(arg), problemAggregator);
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default -> {
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DoubleArrayAdapter lhs = DoubleArrayAdapter.fromAnyStorage(storage);
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double rhs = NumericConverter.coerceToDouble(arg);
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yield runDoubleMap(lhs, rhs, problemAggregator);
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}
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} else {
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int n = storage.size();
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BitSet isNothing = new BitSet();
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@ -155,15 +166,44 @@ public abstract class NumericComparison<T extends Number, I extends Storage<? su
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return new BoolStorage(comparisonResults, isNothing, n, false);
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}
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protected BoolStorage runBigDecimalMap(
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BigDecimalArrayAdapter lhs, BigDecimal rhs, MapOperationProblemAggregator problemAggregator) {
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int n = lhs.size();
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BitSet comparisonResults = new BitSet();
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BitSet isNothing = new BitSet();
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Context context = Context.getCurrent();
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for (int i = 0; i < n; ++i) {
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BigDecimal item = lhs.getItem(i);
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if (item == null) {
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isNothing.set(i);
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} else {
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boolean r = doBigDecimal(item, rhs);
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if (r) {
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comparisonResults.set(i);
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}
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}
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context.safepoint();
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}
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return new BoolStorage(comparisonResults, isNothing, n, false);
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}
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@Override
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public BoolStorage runZip(
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I storage, Storage<?> arg, MapOperationProblemAggregator problemAggregator) {
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return switch (storage) {
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case DoubleStorage lhs -> {
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if (arg.getType() instanceof AnyObjectType) {
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yield runMixedZip(lhs, arg, problemAggregator);
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} else {
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yield runDoubleZip(lhs, fromAnyStorage(arg), problemAggregator);
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case BigDecimalStorage rhs -> runBigDecimalZip(
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new BigDecimalArrayAdapter(lhs),
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new BigDecimalArrayAdapter(rhs),
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problemAggregator);
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default -> {
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if (arg.getType() instanceof AnyObjectType) {
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yield runMixedZip(lhs, arg, problemAggregator);
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} else {
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yield runDoubleZip(lhs, fromAnyStorage(arg), problemAggregator);
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}
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}
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}
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@ -174,22 +214,31 @@ public abstract class NumericComparison<T extends Number, I extends Storage<? su
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BigIntegerArrayAdapter right = BigIntegerArrayAdapter.fromStorage(rhs);
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yield runBigIntegerZip(left, right, problemAggregator);
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}
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case BigDecimalStorage rhs -> runBigDecimalZip(
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new BigDecimalArrayAdapter(lhs),
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new BigDecimalArrayAdapter(rhs),
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problemAggregator);
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case DoubleStorage rhs -> runDoubleZip(
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DoubleArrayAdapter.fromStorage(lhs), rhs, problemAggregator);
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default -> runMixedZip(lhs, arg, problemAggregator);
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};
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case BigIntegerStorage lhs -> {
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BigIntegerArrayAdapter left = BigIntegerArrayAdapter.fromStorage(lhs);
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yield switch (arg) {
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case AbstractLongStorage rhs -> {
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BigIntegerArrayAdapter left = BigIntegerArrayAdapter.fromStorage(lhs);
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BigIntegerArrayAdapter right = BigIntegerArrayAdapter.fromStorage(rhs);
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yield runBigIntegerZip(left, right, problemAggregator);
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}
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case BigIntegerStorage rhs -> {
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BigIntegerArrayAdapter left = BigIntegerArrayAdapter.fromStorage(lhs);
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BigIntegerArrayAdapter right = BigIntegerArrayAdapter.fromStorage(rhs);
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yield runBigIntegerZip(left, right, problemAggregator);
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}
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case BigDecimalStorage rhs -> runBigDecimalZip(
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new BigDecimalArrayAdapter(lhs),
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new BigDecimalArrayAdapter(rhs),
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problemAggregator);
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case DoubleStorage rhs -> runDoubleZip(
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DoubleArrayAdapter.fromStorage(lhs), rhs, problemAggregator);
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default -> runMixedZip(lhs, arg, problemAggregator);
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@ -294,6 +343,37 @@ public abstract class NumericComparison<T extends Number, I extends Storage<? su
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return new BoolStorage(comparisonResults, isNothing, n, false);
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}
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protected BoolStorage runBigDecimalZip(
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BigDecimalArrayAdapter lhs,
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BigDecimalArrayAdapter rhs,
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MapOperationProblemAggregator problemAggregator) {
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int n = lhs.size();
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int m = Math.min(lhs.size(), rhs.size());
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BitSet comparisonResults = new BitSet();
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BitSet isNothing = new BitSet();
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Context context = Context.getCurrent();
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for (int i = 0; i < m; ++i) {
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BigDecimal x = lhs.getItem(i);
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BigDecimal y = rhs.getItem(i);
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if (x == null || y == null) {
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isNothing.set(i);
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} else {
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boolean r = doBigDecimal(x, y);
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if (r) {
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comparisonResults.set(i);
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}
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}
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context.safepoint();
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}
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if (m < n) {
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isNothing.set(m, n);
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}
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return new BoolStorage(comparisonResults, isNothing, n, false);
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}
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protected BoolStorage runMixedZip(
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Storage<?> lhs, Storage<?> rhs, MapOperationProblemAggregator problemAggregator) {
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int n = lhs.size();
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@ -649,26 +649,75 @@ add_specs suite_builder setup =
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suite_builder.group prefix+"(Column_Operations_Spec) Column Comparisons" group_builder->
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table_builder = build_sorted_table table_builder=setup.light_table_builder
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group_builder.specify "should infer the correct precise value type for mixed columns" <|
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with_mixed_columns_if_supported [["i", [1, 4, 5, Nothing]], ["f", [2.0, 3.25, 5.0, Nothing]], ["d", [dec "2.0", dec "3.25", dec "5.0", Nothing]]] t->
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setup.is_integer_type (t.at "i").inferred_precise_value_type . should_be_true
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(t.at "f").inferred_precise_value_type . should_be_a (Value_Type.Float ...)
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(t.at "d").inferred_precise_value_type . should_be_a (Value_Type.Decimal ...)
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group_builder.specify "should allow to compare numbers" <|
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with_mixed_columns_if_supported [["x", [1, 4, 5, Nothing]], ["y", [2.0, 3.25, 5.0, Nothing]]] t2->
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x = t2.at "x"
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y = t2.at "y"
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setup.is_integer_type x.inferred_precise_value_type . should_be_true
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y.inferred_precise_value_type . should_be_a (Value_Type.Float ...)
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x_values = [1.25, 4.5, 5.0]
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y_values = [2.0, 3.25, 5.0]
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(x < y).to_vector . should_equal [True, False, False, Nothing]
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(x <= y).to_vector . should_equal [True, False, True, Nothing]
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(x > y).to_vector . should_equal (x <= y).not.to_vector
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(x >= y).to_vector . should_equal (x < y).not.to_vector
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converters = [.truncate, x->x, dec]
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converters.map x_converter -> converters.map y_converter ->
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x_values_converted = x_values.map x_converter
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y_values_converted = y_values.map y_converter
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with_mixed_columns_if_supported [['x', x_values_converted + [Nothing]], ['y', y_values_converted + [Nothing]]
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clue = x.value_type.to_text+', '+y.value_type.to_text
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#IO.println "CLUE "+clue
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Test.with_clue clue <|
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(x < y).to_vector . should_equal [True, False, False, Nothing]
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(x <= y).to_vector . should_equal [True, False, True, Nothing]
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(x > y).to_vector . should_equal (x <= y).not.to_vector
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(x >= y).to_vector . should_equal (x < y).not.to_vector
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(x < 1000).to_vector . should_equal [True, True, True, Nothing]
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[6.5, 1000.5].map const_float->
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converters.map converter->
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constant = converter const_float
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(x < -constant).to_vector . should_equal [False, False, False, Nothing]
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(x < constant).to_vector . should_equal [True, True, True, Nothing]
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(x < -constant).to_vector . should_equal [False, False, False, Nothing]
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(x < constant).to_vector . should_equal [True, True, True, Nothing]
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[(<), (<=), (>), (>=)].each op->
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op x y . value_type . should_equal Value_Type.Boolean
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op x y . to_vector . should_succeed
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op x 23 . to_vector . should_succeed
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op y 23 . to_vector . should_succeed
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op x 1.5 . to_vector . should_succeed
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op x (dec 1.5) . to_vector . should_succeed
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##
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with_mixed_columns_if_supported [["x", [1, 4, 5, Nothing]], ["yf", [2.0, 3.25, 5.0, Nothing]], ["yd", [Decimal.new "2.0", Decimal.new "3.25", Decimal.new "5.0", Nothing]]] t->
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setup.is_integer_type (t.at "x").inferred_precise_value_type . should_be_true
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(t.at "yf").inferred_precise_value_type . should_be_a (Value_Type.Float ...)
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(t.at "yd").inferred_precise_value_type . should_be_a (Value_Type.Decimal ...)
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x = t.at "x"
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#q0 = (x < (t.at "yf")).to_vector
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#q1 = (x < (t.at "yd")).to_vector
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[t.at "yf", t.at "yd"].map y->
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clue = x.value_type.to_text+', '+y.value_type.to_text
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IO.println "CLUE "+clue
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Test.with_clue clue <|
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(x < y).to_vector . should_equal [True, False, False, Nothing]
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(x <= y).to_vector . should_equal [True, False, True, Nothing]
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(x > y).to_vector . should_equal (x <= y).not.to_vector
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(x >= y).to_vector . should_equal (x < y).not.to_vector
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(x < 1000).to_vector . should_equal [True, True, True, Nothing]
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[(<), (<=), (>), (>=)].each op->
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op x y . value_type . should_equal Value_Type.Boolean
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op x y . to_vector . should_succeed
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op x 23 . to_vector . should_succeed
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op y 23 . to_vector . should_succeed
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op x 1.5 . to_vector . should_succeed
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[(<), (<=), (>), (>=)].each op->
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op x y . value_type . should_equal Value_Type.Boolean
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op x y . to_vector . should_succeed
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op x 23 . to_vector . should_succeed
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op y 23 . to_vector . should_succeed
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op x 1.5 . to_vector . should_succeed
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group_builder.specify "should allow to compare texts" <|
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t0 = table_builder [["X", ["a", "b", "c"]], ["Y", ["a", "b", "d"]]]
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