diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/UpdateByOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/UpdateByOperator.java index ab36bbb757e..00388296aa0 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/UpdateByOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/UpdateByOperator.java @@ -33,7 +33,7 @@ * {@link UpdateByOperator#initializeRolling(Context, RowSet)} (Context)} for windowed operators *
  • {@link UpdateByOperator.Context#accumulateCumulative(RowSequence, Chunk[], LongChunk, int)} for cumulative * operators or - * {@link UpdateByOperator.Context#accumulateRolling(RowSequence, Chunk[], LongChunk, LongChunk, IntChunk, IntChunk, int)} + * {@link UpdateByOperator.Context#accumulateRolling(RowSequence, Chunk[], LongChunk, LongChunk, IntChunk, IntChunk, int, int)} * for windowed operators
    • *
  • {@link #finishUpdate(UpdateByOperator.Context)}
    • * @@ -99,18 +99,48 @@ protected void pop(int count) { throw new UnsupportedOperationException("pop() must be overriden by rolling operators"); } - public abstract void accumulateCumulative(RowSequence inputKeys, + /** + * For cumulative operators only, this method will be called to pass the input chunk data to the operator and + * produce the output data values. + * + * @param inputKeys the keys for the input data rows (also matches the output keys) + * @param valueChunkArr the input data chunks needed by the operator for internal calculations + * @param tsChunk the timestamp chunk for the input data (if applicable) + * @param len the number of items in the input data chunks + */ + public abstract void accumulateCumulative( + RowSequence inputKeys, Chunk[] valueChunkArr, LongChunk tsChunk, int len); - public abstract void accumulateRolling(RowSequence inputKeys, + /** + * For windowed operators only, this method will be called to pass the input chunk data to the operator and + * produce the output data values. It is important to note that the size of the influencer (input) and affected + * (output) chunks are not likely be the same. We pass these sizes explicitly to the operators for the sake of + * the operators (such as {@link io.deephaven.engine.table.impl.updateby.countwhere.CountWhereOperator} with + * zero input columns) where no input chunks are provided but we must still process the exact number of input + * rows. + * + * @param inputKeys the keys for the input data rows (also matches the output keys) + * @param influencerValueChunkArr the input data chunks needed by the operator for internal calculations, these + * values will be pushed and popped into the current window + * @param affectedPosChunk the row positions of the affected rows + * @param influencerPosChunk the row positions of the influencer rows + * @param pushChunk a chunk containing the push instructions for each output row to be calculated + * @param popChunk a chunk containing the pop instructions for each output row to be calculated + * @param affectedCount how many affected (output) rows are being computed + * @param influencerCount how many influencer (input) rows are needed for the computation + */ + public abstract void accumulateRolling( + RowSequence inputKeys, Chunk[] influencerValueChunkArr, LongChunk affectedPosChunk, LongChunk influencerPosChunk, IntChunk pushChunk, IntChunk popChunk, - int len); + int affectedCount, + int influencerCount); /** * Write the current value for this row to the output chunk diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/UpdateByOperatorFactory.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/UpdateByOperatorFactory.java index 671e87bdd01..ad7e4687ffe 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/UpdateByOperatorFactory.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/UpdateByOperatorFactory.java @@ -10,12 +10,21 @@ import io.deephaven.api.updateby.UpdateByControl; import io.deephaven.api.updateby.UpdateByOperation; import io.deephaven.api.updateby.spec.*; +import io.deephaven.base.verify.Require; +import io.deephaven.engine.rowset.RowSetFactory; import io.deephaven.engine.table.ColumnDefinition; +import io.deephaven.engine.table.ColumnSource; +import io.deephaven.engine.table.Table; import io.deephaven.engine.table.TableDefinition; import io.deephaven.engine.table.impl.MatchPair; import io.deephaven.engine.table.impl.QueryCompilerRequestProcessor; +import io.deephaven.engine.table.impl.QueryTable; import io.deephaven.engine.table.impl.select.FormulaColumn; import io.deephaven.engine.table.impl.select.SelectColumn; +import io.deephaven.engine.table.impl.select.WhereFilter; +import io.deephaven.engine.table.impl.sources.NullValueColumnSource; +import io.deephaven.engine.table.impl.sources.ReinterpretUtils; +import io.deephaven.engine.table.impl.updateby.countwhere.CountWhereOperator; import io.deephaven.engine.table.impl.updateby.delta.*; import io.deephaven.engine.table.impl.updateby.em.*; import io.deephaven.engine.table.impl.updateby.emstd.*; @@ -45,6 +54,7 @@ import java.time.Instant; import java.util.*; import java.util.stream.Collectors; +import java.util.stream.IntStream; import java.util.stream.Stream; import static io.deephaven.util.BooleanUtils.NULL_BOOLEAN_AS_BYTE; @@ -414,6 +424,12 @@ public Void visit(CumProdSpec cps) { return null; } + @Override + public Void visit(CumCountWhereSpec spec) { + ops.add(makeCountWhereOperator(tableDef, spec)); + return null; + } + @Override public Void visit(@NotNull final DeltaSpec spec) { Arrays.stream(pairs) @@ -537,6 +553,12 @@ public Void visit(@NotNull final RollingCountSpec spec) { return null; } + @Override + public Void visit(@NotNull final RollingCountWhereSpec spec) { + ops.add(makeCountWhereOperator(tableDef, spec)); + return null; + } + @Override public Void visit(@NotNull final RollingFormulaSpec spec) { final boolean isTimeBased = spec.revWindowScale().isTimeBased(); @@ -1240,6 +1262,130 @@ private UpdateByOperator makeRollingCountOperator(@NotNull final MatchPair pair, } } + /** + * This is used for Cum/Rolling CountWhere operators + */ + private UpdateByOperator makeCountWhereOperator( + @NotNull final TableDefinition tableDef, + @NotNull final UpdateBySpec spec) { + + Require.eqTrue(spec instanceof CumCountWhereSpec || spec instanceof RollingCountWhereSpec, + "spec instanceof CumCountWhereSpec || spec instanceof RollingCountWhereSpec"); + + final boolean isCumulative = spec instanceof CumCountWhereSpec; + + final WhereFilter[] whereFilters = isCumulative + ? WhereFilter.fromInternal(((CumCountWhereSpec) spec).filter()) + : WhereFilter.fromInternal(((RollingCountWhereSpec) spec).filter()); + + final List inputColumnNameList = new ArrayList<>(); + final Map inputColumnMap = new HashMap<>(); + final List filterInputColumnIndicesList = new ArrayList<>(); + + // Verify all the columns in the where filters are present in the dummy table and valid for use. + for (final WhereFilter whereFilter : whereFilters) { + whereFilter.init(tableDef); + if (whereFilter.isRefreshing()) { + throw new UnsupportedOperationException("CountWhere does not support refreshing filters"); + } + + // Compute which input sources this filter will use. + final List filterColumnName = whereFilter.getColumns(); + final int inputColumnCount = whereFilter.getColumns().size(); + final int[] inputColumnIndices = new int[inputColumnCount]; + for (int ii = 0; ii < inputColumnCount; ++ii) { + final String inputColumnName = filterColumnName.get(ii); + final int inputColumnIndex = inputColumnMap.computeIfAbsent(inputColumnName, k -> { + inputColumnNameList.add(inputColumnName); + return inputColumnNameList.size() - 1; + }); + inputColumnIndices[ii] = inputColumnIndex; + } + filterInputColumnIndicesList.add(inputColumnIndices); + } + + // Gather the input column type info and create a dummy table we can use to initialize filters. + final String[] inputColumnNames = inputColumnNameList.toArray(String[]::new); + final ColumnSource[] originalColumnSources = new ColumnSource[inputColumnNames.length]; + final ColumnSource[] reinterpretedColumnSources = new ColumnSource[inputColumnNames.length]; + + final Map> columnSourceMap = new LinkedHashMap<>(); + for (int i = 0; i < inputColumnNames.length; i++) { + final String col = inputColumnNames[i]; + final ColumnDefinition def = tableDef.getColumn(col); + // Create a representative column source of the correct type for the filter. + final ColumnSource nullSource = + NullValueColumnSource.getInstance(def.getDataType(), def.getComponentType()); + // Create a reinterpreted version of the column source. + final ColumnSource maybeReinterpretedSource = ReinterpretUtils.maybeConvertToPrimitive(nullSource); + if (nullSource != maybeReinterpretedSource) { + originalColumnSources[i] = nullSource; + } + columnSourceMap.put(col, maybeReinterpretedSource); + reinterpretedColumnSources[i] = maybeReinterpretedSource; + } + final Table dummyTable = new QueryTable(RowSetFactory.empty().toTracking(), columnSourceMap); + + final CountWhereOperator.CountFilter[] countFilters = + CountWhereOperator.CountFilter.createCountFilters(whereFilters, dummyTable, + filterInputColumnIndicesList); + + // If any filter is ConditionFilter or ChunkFilter and uses a reinterpreted column, need to produce + // original-typed chunks. + final boolean originalChunksRequired = Arrays.asList(countFilters).stream() + .anyMatch(filter -> (filter.chunkFilter() != null || filter.conditionFilter() != null) + && IntStream.of(filter.inputColumnIndices()) + .anyMatch(i -> originalColumnSources[i] != null)); + + // If any filter is a standard WhereFilter or we need to produce original-typed chunks, need a chunk source + // table. + final boolean chunkSourceTableRequired = originalChunksRequired || + Arrays.asList(countFilters).stream().anyMatch(filter -> filter.whereFilter() != null); + + // Create a new column pair with the same name for the left and right columns + final String columnName = isCumulative + ? ((CumCountWhereSpec) spec).column().name() + : ((RollingCountWhereSpec) spec).column().name(); + final MatchPair pair = new MatchPair(columnName, columnName); + + // Create and return the operator. + if (isCumulative) { + return new CountWhereOperator( + pair, + countFilters, + inputColumnNames, + originalColumnSources, + reinterpretedColumnSources, + chunkSourceTableRequired, + originalChunksRequired); + } else { + final RollingCountWhereSpec rs = (RollingCountWhereSpec) spec; + + final String[] affectingColumns; + if (rs.revWindowScale().timestampCol() == null) { + affectingColumns = inputColumnNames; + } else { + affectingColumns = ArrayUtils.add(inputColumnNames, rs.revWindowScale().timestampCol()); + } + + final long prevWindowScaleUnits = rs.revWindowScale().getTimeScaleUnits(); + final long fwdWindowScaleUnits = rs.fwdWindowScale().getTimeScaleUnits(); + + return new CountWhereOperator( + pair, + affectingColumns, + rs.revWindowScale().timestampCol(), + prevWindowScaleUnits, + fwdWindowScaleUnits, + countFilters, + inputColumnNames, + originalColumnSources, + reinterpretedColumnSources, + chunkSourceTableRequired, + originalChunksRequired); + } + } + private UpdateByOperator makeRollingStdOperator(@NotNull final MatchPair pair, @NotNull final TableDefinition tableDef, @NotNull final RollingStdSpec rs) { diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/UpdateByWindowRollingBase.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/UpdateByWindowRollingBase.java index 37ccac96fbe..2077f38df42 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/UpdateByWindowRollingBase.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/UpdateByWindowRollingBase.java @@ -204,7 +204,8 @@ void processWindowBucketOperatorSet(final UpdateByWindowBucketContext context, influencePosChunk, ctx.pushChunks[affectedChunkOffset], ctx.popChunks[affectedChunkOffset], - affectedChunkSize); + affectedChunkSize, + influencerCount); } affectedChunkOffset++; diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/countwhere/CountWhereOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/countwhere/CountWhereOperator.java new file mode 100644 index 00000000000..04ae34e6f0e --- /dev/null +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/countwhere/CountWhereOperator.java @@ -0,0 +1,627 @@ +// +// Copyright (c) 2016-2024 Deephaven Data Labs and Patent Pending +// +package io.deephaven.engine.table.impl.updateby.countwhere; + +import io.deephaven.base.ringbuffer.ByteRingBuffer; +import io.deephaven.base.verify.Assert; +import io.deephaven.base.verify.Require; +import io.deephaven.chunk.*; +import io.deephaven.chunk.attributes.Values; +import io.deephaven.engine.rowset.*; +import io.deephaven.engine.rowset.chunkattributes.OrderedRowKeys; +import io.deephaven.engine.table.*; +import io.deephaven.engine.table.impl.MatchPair; +import io.deephaven.engine.table.impl.QueryTable; +import io.deephaven.engine.table.impl.chunkfilter.ChunkFilter; +import io.deephaven.engine.table.impl.select.AbstractConditionFilter; +import io.deephaven.engine.table.impl.select.ConditionFilter; +import io.deephaven.engine.table.impl.select.ExposesChunkFilter; +import io.deephaven.engine.table.impl.select.WhereFilter; +import io.deephaven.engine.table.impl.sources.ReinterpretUtils; +import io.deephaven.engine.table.impl.sources.chunkcolumnsource.ChunkColumnSource; +import io.deephaven.engine.table.impl.updateby.UpdateByOperator; +import io.deephaven.engine.table.impl.updateby.internal.BaseLongUpdateByOperator; +import io.deephaven.util.SafeCloseable; +import io.deephaven.util.SafeCloseableList; +import org.apache.commons.lang3.ArrayUtils; +import org.jetbrains.annotations.NotNull; +import org.jetbrains.annotations.Nullable; + +import java.util.*; + +import static io.deephaven.util.QueryConstants.*; + +public class CountWhereOperator extends BaseLongUpdateByOperator { + private static final int BUFFER_INITIAL_CAPACITY = 512; + + /** + * Store the input column names and type information. + */ + private final String[] inputColumnNames; + /** + * Store representative sources for reinterpreted input and original columns, will not hold data. + */ + private final ColumnSource[] originalSources; + private final ColumnSource[] reinterpretedSources; + /** + * The raw filters to apply to the data. + */ + private final CountFilter[] filters; + + /** + * Whether we need to create and maintain a chunk source table. + */ + private final boolean chunkSourceTableRequired; + + /** + * Whether we need to produce original-typed chunks for condition and chunk filters. + */ + private final boolean originalChunksRequired; + + /** + * Holder class to hold filter objects and the input column indices they apply to. + */ + public static class CountFilter { + final ChunkFilter chunkFilter; + final AbstractConditionFilter.Filter conditionFilter; + final WhereFilter whereFilter; + final int[] inputColumnIndices; + + public CountFilter(ChunkFilter chunkFilter, int[] inputColumnIndices) { + this.chunkFilter = chunkFilter; + this.conditionFilter = null; + this.whereFilter = null; + this.inputColumnIndices = inputColumnIndices; + } + + public CountFilter(AbstractConditionFilter.Filter conditionFilter, int[] inputColumnIndices) { + this.chunkFilter = null; + this.conditionFilter = conditionFilter; + this.whereFilter = null; + this.inputColumnIndices = inputColumnIndices; + } + + public CountFilter(WhereFilter whereFilter, int[] inputColumnIndices) { + this.chunkFilter = null; + this.conditionFilter = null; + this.whereFilter = whereFilter; + this.inputColumnIndices = inputColumnIndices; + } + + public ChunkFilter chunkFilter() { + return chunkFilter; + } + + public AbstractConditionFilter.Filter conditionFilter() { + return conditionFilter; + } + + public WhereFilter whereFilter() { + return whereFilter; + } + + public int[] inputColumnIndices() { + return inputColumnIndices; + } + + /** + * Create CountFilters from WhereFilter array, initializing the filters against the provided table. + */ + public static CountFilter[] createCountFilters( + final WhereFilter[] filters, + final Table inputTable, + final List filterInputIndices) { + + // Create the internal filters + final List filterList = new ArrayList<>(); + boolean forcedWhereFilter = false; + for (int fi = 0; fi < filters.length; fi++) { + final WhereFilter filter = filters[fi]; + final CountFilter countFilter; + if (!forcedWhereFilter && filter instanceof ConditionFilter) { + final ConditionFilter conditionFilter = (ConditionFilter) filter; + if (conditionFilter.hasVirtualRowVariables()) { + throw new UnsupportedOperationException( + "UpdateBy CountWhere operator does not support refreshing filters"); + } + try { + countFilter = new CountFilter(conditionFilter.getFilter(inputTable, RowSetFactory.empty()), + filterInputIndices.get(fi)); + } catch (final Exception e) { + throw new IllegalArgumentException( + "Error creating condition filter in UpdateBy CountWhere Operator", e); + } + } else if (!forcedWhereFilter && filter instanceof ExposesChunkFilter + && ((ExposesChunkFilter) filter).chunkFilter().isPresent()) { + final Optional chunkFilter = ((ExposesChunkFilter) filter).chunkFilter(); + countFilter = new CountFilter(chunkFilter.get(), filterInputIndices.get(fi)); + } else { + try (final SafeCloseable ignored = filter.beginOperation(inputTable)) { + countFilter = new CountFilter(filter, filterInputIndices.get(fi)); + } + forcedWhereFilter = true; + } + filterList.add(countFilter); + } + + return filterList.toArray(CountFilter[]::new); + } + } + + private class Context extends BaseLongUpdateByOperator.Context { + /** + * The chunk sources that populate the chunkSourceTable for this context. + */ + private final ChunkColumnSource[] chunkColumnSources; + /** + * The chunk sources that help populate the original-typed chunks for this context. + */ + private final ColumnSource[] contextOriginalColumnSources; + /** + * Fill contexts to help convert back to original-typed chunks. + */ + private final ChunkSource.FillContext[] originalFillContexts; + /** + * Chunks to store original-typed values for condition and chunk filters. + */ + private final WritableChunk[] originalValueChunks; + + /** + * A table composed of chunk sources for generic where filters for this context. + */ + private final Table chunkSourceTable; + /** + * Contains the results of the filters as a boolean chunk, where true indicates a row passed all filters. + */ + private final WritableBooleanChunk resultsChunk; + /** + * The ring buffer representing the filter output for the values currently in the window. + */ + private final ByteRingBuffer buffer; + /** + * The raw filters to apply to the data, these may diverge from the operator filters. + */ + private final CountFilter[] contextFilters; + /** + * The chunk data from the recorders to be used as input to the filters. + */ + private final Chunk[][] filterChunks; + /** + * ConditionFilters need a context to store intermediate results. + */ + final ConditionFilter.FilterKernel.Context[] conditionFilterContexts; + + /** + * Store the SafeCloseable items returned by the WhereFilter#beginOperation() calls for clean up when the + * context is released. + */ + final SafeCloseable[] filterOperationContexts; + + /** + * A list of all items that need to be closed when the context is released. + */ + final SafeCloseableList closeableList; + + @SuppressWarnings("unused") + private Context(final int affectedChunkSize, final int influencerChunkSize) { + super(affectedChunkSize); + + closeableList = new SafeCloseableList(); + + if (originalChunksRequired) { + originalFillContexts = new ChunkSource.FillContext[inputColumnNames.length]; + // noinspection unchecked + originalValueChunks = new WritableChunk[inputColumnNames.length]; + } else { + originalFillContexts = null; + originalValueChunks = null; + } + + // Create a new chunk source table for this context + if (chunkSourceTableRequired) { + contextOriginalColumnSources = new ColumnSource[inputColumnNames.length]; + final Map> columnSourceMap = new LinkedHashMap<>(); + chunkColumnSources = new ChunkColumnSource[inputColumnNames.length]; + for (int i = 0; i < inputColumnNames.length; i++) { + final ColumnSource inputSource = reinterpretedSources[i]; + chunkColumnSources[i] = ChunkColumnSource.make(inputSource.getChunkType(), inputSource.getType(), + inputSource.getComponentType()); + if (originalSources[i] != null) { + // This column needs to be interpreted back to the original type. + final ColumnSource toOriginal = + ReinterpretUtils.convertToOriginalType(originalSources[i], chunkColumnSources[i]); + // Put the re-reinterpreted column source in the map + columnSourceMap.put(inputColumnNames[i], toOriginal); + // Create chunk and fill context for original-typed converted values + originalFillContexts[i] = toOriginal.makeFillContext(influencerChunkSize); + closeableList.add(originalFillContexts[i]); + originalValueChunks[i] = toOriginal.getChunkType().makeWritableChunk(influencerChunkSize); + closeableList.add(originalValueChunks[i]); + contextOriginalColumnSources[i] = toOriginal; + } else { + columnSourceMap.put(inputColumnNames[i], chunkColumnSources[i]); + } + } + chunkSourceTable = new QueryTable(RowSetFactory.empty().toTracking(), columnSourceMap); + } else { + chunkColumnSources = null; + chunkSourceTable = null; + contextOriginalColumnSources = null; + } + + // Store the operator's chunk and condition filters, but create new WhereFilters. This is required because + // the operator WhereFilters were initialized against a dummy table. + contextFilters = new CountFilter[filters.length]; + filterOperationContexts = new SafeCloseable[filters.length]; + + for (int fi = 0; fi < filters.length; fi++) { + final CountFilter filter = filters[fi]; + if (filter.whereFilter != null) { + Require.neqNull(chunkSourceTable, "chunkSourceTable"); + final WhereFilter copiedFilter = filter.whereFilter.copy(); + + // Initialize the copied filter against this context chunk source table. + copiedFilter.init(chunkSourceTable.getDefinition()); + + // noinspection resource + filterOperationContexts[fi] = copiedFilter.beginOperation(chunkSourceTable); + closeableList.add(filterOperationContexts[fi]); + + // Use this WhereFilter in chunk processing + contextFilters[fi] = new CountFilter(copiedFilter, filter.inputColumnIndices); + } else { + contextFilters[fi] = filter; + } + } + + conditionFilterContexts = new ConditionFilter.FilterKernel.Context[filters.length]; + for (int ii = 0; ii < filters.length; ii++) { + if (filters[ii].conditionFilter != null) { + conditionFilterContexts[ii] = filters[ii].conditionFilter.getContext(influencerChunkSize); + closeableList.add(conditionFilterContexts[ii]); + } + } + + // noinspection unchecked + filterChunks = new Chunk[filters.length][]; + for (int ii = 0; ii < filters.length; ii++) { + final CountFilter filter = filters[ii]; + // noinspection unchecked + filterChunks[ii] = new Chunk[filter.inputColumnIndices.length]; + } + + resultsChunk = WritableBooleanChunk.makeWritableChunk(influencerChunkSize); + closeableList.add(resultsChunk); + + buffer = new ByteRingBuffer(BUFFER_INITIAL_CAPACITY, true); + + curVal = 0; + } + + @Override + public void reset() { + buffer.clear(); + curVal = 0; + } + + @Override + public void close() { + super.close(); + closeableList.close(); + } + + /** + * Assign the input chunks to the correct filters, maybe reinterpreting the chunks to the original type. + */ + private void assignInputChunksToFilters( + @NotNull Chunk[] valueChunks, + final int influencerChunkSize) { + + try (final RowSet influencerRs = originalChunksRequired ? RowSetFactory.flat(influencerChunkSize) : null) { + // Update the chunk source table chunks if needed. + if (chunkSourceTableRequired) { + for (int i = 0; i < inputColumnNames.length; i++) { + chunkColumnSources[i].clear(); + chunkColumnSources[i].addChunk((WritableChunk) valueChunks[i]); + } + } + + // Assign the filter input chunks from the value chunks. + for (int fi = 0; fi < filters.length; fi++) { + final CountFilter filter = filters[fi]; + + for (int fci = 0; fci < filter.inputColumnIndices.length; fci++) { + final int inputIndex = filter.inputColumnIndices[fci]; + if (originalChunksRequired && contextOriginalColumnSources[inputIndex] != null) { + // Filling from contextOriginalColumnSources[] will produce original typed version of the + // input chunk data since we seeded the underlying ChunkColumnSource with the input chunk. + contextOriginalColumnSources[inputIndex].fillChunk( + originalFillContexts[inputIndex], + originalValueChunks[inputIndex], + influencerRs); + // noinspection unchecked + filterChunks[fi][fci] = (Chunk) originalValueChunks[inputIndex]; + } else { + filterChunks[fi][fci] = valueChunks[inputIndex]; + } + } + } + } + } + + /** + * Do the work of applying the filters against the input data and assigning true to the result chunk where all + * filters pass, false otherwise. + */ + private void applyFilters(final int chunkSize) { + // Use the filters to populate a boolean buffer with the filter results. + boolean initialized = false; + WritableRowSet remainingRows = null; + final RowSet flatRowSet = RowSetFactory.flat(chunkSize); + + // We must apply the filters in the order they were given. + for (int fi = 0; fi < contextFilters.length; fi++) { + final CountFilter filter = contextFilters[fi]; + final Chunk[] valueChunks = filterChunks[fi]; + final ConditionFilter.FilterKernel.Context conditionalFilterContext = conditionFilterContexts[fi]; + + if (filter.chunkFilter != null) { + if (!initialized) { + // Chunk filters only have one input. + filter.chunkFilter.filter(valueChunks[0], resultsChunk); + initialized = true; + } else { + filter.chunkFilter.filterAnd(valueChunks[0], resultsChunk); + } + } else if (filter.conditionFilter != null) { + if (!initialized) { + filter.conditionFilter.filter(conditionalFilterContext, valueChunks, chunkSize, resultsChunk); + initialized = true; + } else { + filter.conditionFilter.filterAnd(conditionalFilterContext, valueChunks, chunkSize, + resultsChunk); + } + } else { + if (remainingRows == null) { + // This is the first WhereFilter to run, initialize the remainingRows RowSet + remainingRows = initialized + ? buildFromBooleanChunk(resultsChunk, chunkSize) + : RowSetFactory.flat(chunkSize); + } + try (final RowSet ignored = remainingRows) { + remainingRows = filter.whereFilter.filter(remainingRows, flatRowSet, chunkSourceTable, false); + } + initialized = true; + } + } + + try (final RowSet ignored = remainingRows; final RowSet ignored2 = flatRowSet) { + if (remainingRows != null) { + // WhereFilters were used, so gather the info from remainingRows + resultsChunk.fillWithValue(0, chunkSize, false); + remainingRows.forAllRowKeyRanges( + (start, end) -> resultsChunk.fillWithValue((int) start, (int) end - (int) start + 1, + true)); + } + } + } + + @Override + public void accumulateRolling( + @NotNull final RowSequence inputKeys, + @NotNull final Chunk[] influencerValueChunkArr, + @Nullable final LongChunk affectedPosChunk, + @Nullable final LongChunk influencerPosChunk, + @NotNull final IntChunk pushChunk, + @NotNull final IntChunk popChunk, + final int affectedCount, + final int influencerCount) { + + assignInputChunksToFilters(influencerValueChunkArr, influencerCount); + setPosChunks(affectedPosChunk, influencerPosChunk); + + applyFilters(influencerCount); + + int pushIndex = 0; + + // chunk processing + for (int ii = 0; ii < affectedCount; ii++) { + final int pushCount = pushChunk.get(ii); + final int popCount = popChunk.get(ii); + + if (pushCount == NULL_INT) { + writeNullToOutputChunk(ii); + continue; + } + + // pop for this row + if (popCount > 0) { + pop(popCount); + } + + // push for this row + if (pushCount > 0) { + push(pushIndex, pushCount); + pushIndex += pushCount; + } + + // write the results to the output chunk + writeToOutputChunk(ii); + } + + // chunk output to column + writeToOutputColumn(inputKeys); + } + + @Override + public void accumulateCumulative( + @NotNull final RowSequence inputKeys, + @NotNull final Chunk[] valueChunkArr, + @Nullable final LongChunk tsChunk, + final int len) { + + assignInputChunksToFilters(valueChunkArr, len); + applyFilters(len); + + // chunk processing + for (int ii = 0; ii < len; ii++) { + push(ii, 1); + writeToOutputChunk(ii); + } + + // chunk output to column + writeToOutputColumn(inputKeys); + } + + @Override + protected void push(int pos, int count) { + // Push from the pre-computed results chunk into the buffer. + buffer.ensureRemaining(count); + + for (int ii = 0; ii < count; ii++) { + final boolean val = resultsChunk.get(pos + ii); + if (val) { + curVal++; + buffer.add((byte) 1); + } else { + buffer.add((byte) 0); + } + } + } + + @Override + protected void pop(int count) { + Assert.geq(buffer.size(), "buffer.size()", count); + + for (int ii = 0; ii < count; ii++) { + final byte val = buffer.removeUnsafe(); + + if (val == 1) { + curVal--; + } + } + } + } + + /** + * Build a RowSet from a boolean chunk, including only the indices that are true. + */ + private static WritableRowSet buildFromBooleanChunk(final BooleanChunk values, final int chunkSize) { + final RowSetBuilderSequential builder = RowSetFactory.builderSequential(); + for (int ii = 0; ii < chunkSize; ii++) { + if (values.get(ii)) { + builder.appendKey(ii); + } + } + return builder.build(); + } + + /** + * Create a new CountWhereOperator for rolling / windowed operations. + * + * @param pair Contains the output column name as a MatchPair + * @param affectingColumns The names of the columns that when changed would affect this formula output + * @param timestampColumnName The name of the column containing timestamps for time-based calculations (or null when + * not time-based) + * @param reverseWindowScaleUnits The size of the reverse window in ticks (or nanoseconds when time-based) + * @param forwardWindowScaleUnits The size of the forward window in ticks (or nanoseconds when time-based) + * @param filters the filters to apply to the input columns + * @param inputColumnNames The names of the key columns to be used as inputs + * @param originalSources Representative original sources for the input columns; stores type information and helps + * convert input data chunks but does not hold any actual data + * @param reinterpretedSources Representative reinterpreted sources for input columns; stores type information but + * does not hold any actual data + * @param chunkSourceTableRequired Whether we need to create and maintain a chunk source table + * @param originalChunksRequired Whether we need to produce original-typed chunks for condition and chunk filters + */ + public CountWhereOperator( + @NotNull final MatchPair pair, + @NotNull final String[] affectingColumns, + @Nullable final String timestampColumnName, + final long reverseWindowScaleUnits, + final long forwardWindowScaleUnits, + final CountFilter[] filters, + final String[] inputColumnNames, + final ColumnSource[] originalSources, + final ColumnSource[] reinterpretedSources, + final boolean chunkSourceTableRequired, + final boolean originalChunksRequired) { + super(pair, affectingColumns, timestampColumnName, reverseWindowScaleUnits, forwardWindowScaleUnits, true); + this.filters = filters; + this.inputColumnNames = inputColumnNames; + this.originalSources = originalSources; + this.reinterpretedSources = reinterpretedSources; + this.chunkSourceTableRequired = chunkSourceTableRequired; + this.originalChunksRequired = originalChunksRequired; + } + + /** + * Create a new CountWhereOperator for cumulative operations. + * + * @param pair Contains the output column name as a MatchPair + * @param filters the filters to apply to the input columns + * @param originalSources Representative original sources for the input columns; stores type information and helps + * convert input data chunks but does not hold any actual data + * @param reinterpretedSources Representative reinterpreted sources for input columns; stores type information but + * does not hold any actual data + * @param chunkSourceTableRequired Whether we need to create and maintain a chunk source table + * @param originalChunksRequired Whether we need to produce original-typed chunks for condition and chunk filters + */ + public CountWhereOperator( + @NotNull final MatchPair pair, + final CountFilter[] filters, + final String[] inputColumnNames, + final ColumnSource[] originalSources, + final ColumnSource[] reinterpretedSources, + final boolean chunkSourceTableRequired, + final boolean originalChunksRequired) { + super(pair, inputColumnNames, null, 0, 0, false); + this.filters = filters; + this.inputColumnNames = inputColumnNames; + this.originalSources = originalSources; + this.reinterpretedSources = reinterpretedSources; + this.chunkSourceTableRequired = chunkSourceTableRequired; + this.originalChunksRequired = originalChunksRequired; + } + + @Override + public UpdateByOperator copy() { + if (!isWindowed) { + return new CountWhereOperator( + pair, + filters, + inputColumnNames, + originalSources, + reinterpretedSources, + chunkSourceTableRequired, + originalChunksRequired); + } + return new CountWhereOperator( + pair, + affectingColumns, + timestampColumnName, + reverseWindowScaleUnits, + forwardWindowScaleUnits, + filters, + inputColumnNames, + originalSources, + reinterpretedSources, + chunkSourceTableRequired, + originalChunksRequired); + } + + /** + * This must be overridden to provide the input column chunks that will be needed for computation. + */ + @Override + @NotNull + protected String[] getInputColumnNames() { + return ArrayUtils.addAll(inputColumnNames); + } + + @Override + public UpdateByOperator.@NotNull Context makeUpdateContext(int affectedChunkSize, int influencerChunkSize) { + return new Context(affectedChunkSize, influencerChunkSize); + } +} diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseByteUpdateByOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseByteUpdateByOperator.java index 451b285beb1..738b746cb69 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseByteUpdateByOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseByteUpdateByOperator.java @@ -73,13 +73,15 @@ public void accumulateCumulative(@NotNull final RowSequence inputKeys, } @Override - public void accumulateRolling(@NotNull final RowSequence inputKeys, + public void accumulateRolling( + @NotNull final RowSequence inputKeys, @NotNull final Chunk[] influencerValueChunkArr, @Nullable final LongChunk affectedPosChunk, @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -87,7 +89,7 @@ public void accumulateRolling(@NotNull final RowSequence inputKeys, int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); @@ -123,7 +125,7 @@ public void writeToOutputChunk(final int outIdx) { outputValues.set(outIdx, curVal); } - void writeNullToOutputChunk(final int outIdx) { + protected void writeNullToOutputChunk(final int outIdx) { outputValues.set(outIdx, NULL_BYTE); } diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseCharUpdateByOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseCharUpdateByOperator.java index 7a6c44999ba..fa229ab6ca3 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseCharUpdateByOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseCharUpdateByOperator.java @@ -63,13 +63,15 @@ public void accumulateCumulative(@NotNull final RowSequence inputKeys, } @Override - public void accumulateRolling(@NotNull final RowSequence inputKeys, + public void accumulateRolling( + @NotNull final RowSequence inputKeys, @NotNull final Chunk[] influencerValueChunkArr, @Nullable final LongChunk affectedPosChunk, @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -77,7 +79,7 @@ public void accumulateRolling(@NotNull final RowSequence inputKeys, int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); @@ -113,7 +115,7 @@ public void writeToOutputChunk(final int outIdx) { outputValues.set(outIdx, curVal); } - void writeNullToOutputChunk(final int outIdx) { + protected void writeNullToOutputChunk(final int outIdx) { outputValues.set(outIdx, NULL_CHAR); } diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseDoubleUpdateByOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseDoubleUpdateByOperator.java index ba2585be16b..5f4ff7be489 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseDoubleUpdateByOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseDoubleUpdateByOperator.java @@ -67,13 +67,15 @@ public void accumulateCumulative(@NotNull final RowSequence inputKeys, } @Override - public void accumulateRolling(@NotNull final RowSequence inputKeys, + public void accumulateRolling( + @NotNull final RowSequence inputKeys, @NotNull final Chunk[] influencerValueChunkArr, @Nullable final LongChunk affectedPosChunk, @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -81,7 +83,7 @@ public void accumulateRolling(@NotNull final RowSequence inputKeys, int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); @@ -117,7 +119,7 @@ public void writeToOutputChunk(final int outIdx) { outputValues.set(outIdx, curVal); } - void writeNullToOutputChunk(final int outIdx) { + protected void writeNullToOutputChunk(final int outIdx) { outputValues.set(outIdx, NULL_DOUBLE); } diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseFloatUpdateByOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseFloatUpdateByOperator.java index 5dff3066b43..35364d6a241 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseFloatUpdateByOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseFloatUpdateByOperator.java @@ -67,13 +67,15 @@ public void accumulateCumulative(@NotNull final RowSequence inputKeys, } @Override - public void accumulateRolling(@NotNull final RowSequence inputKeys, + public void accumulateRolling( + @NotNull final RowSequence inputKeys, @NotNull final Chunk[] influencerValueChunkArr, @Nullable final LongChunk affectedPosChunk, @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -81,7 +83,7 @@ public void accumulateRolling(@NotNull final RowSequence inputKeys, int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); @@ -117,7 +119,7 @@ public void writeToOutputChunk(final int outIdx) { outputValues.set(outIdx, curVal); } - void writeNullToOutputChunk(final int outIdx) { + protected void writeNullToOutputChunk(final int outIdx) { outputValues.set(outIdx, NULL_FLOAT); } diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseIntUpdateByOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseIntUpdateByOperator.java index 112284e5a48..042580dacf6 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseIntUpdateByOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseIntUpdateByOperator.java @@ -67,13 +67,15 @@ public void accumulateCumulative(@NotNull final RowSequence inputKeys, } @Override - public void accumulateRolling(@NotNull final RowSequence inputKeys, + public void accumulateRolling( + @NotNull final RowSequence inputKeys, @NotNull final Chunk[] influencerValueChunkArr, @Nullable final LongChunk affectedPosChunk, @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -81,7 +83,7 @@ public void accumulateRolling(@NotNull final RowSequence inputKeys, int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); @@ -117,7 +119,7 @@ public void writeToOutputChunk(final int outIdx) { outputValues.set(outIdx, curVal); } - void writeNullToOutputChunk(final int outIdx) { + protected void writeNullToOutputChunk(final int outIdx) { outputValues.set(outIdx, NULL_INT); } diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseLongUpdateByOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseLongUpdateByOperator.java index 52410ab4d0b..19bf9de5c4e 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseLongUpdateByOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseLongUpdateByOperator.java @@ -67,13 +67,15 @@ public void accumulateCumulative(@NotNull final RowSequence inputKeys, } @Override - public void accumulateRolling(@NotNull final RowSequence inputKeys, + public void accumulateRolling( + @NotNull final RowSequence inputKeys, @NotNull final Chunk[] influencerValueChunkArr, @Nullable final LongChunk affectedPosChunk, @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -81,7 +83,7 @@ public void accumulateRolling(@NotNull final RowSequence inputKeys, int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); @@ -117,7 +119,7 @@ public void writeToOutputChunk(final int outIdx) { outputValues.set(outIdx, curVal); } - void writeNullToOutputChunk(final int outIdx) { + protected void writeNullToOutputChunk(final int outIdx) { outputValues.set(outIdx, NULL_LONG); } diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseObjectUpdateByOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseObjectUpdateByOperator.java index 8d06f8195bf..cd0c7619c2e 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseObjectUpdateByOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseObjectUpdateByOperator.java @@ -70,13 +70,15 @@ public void accumulateCumulative(@NotNull final RowSequence inputKeys, } @Override - public void accumulateRolling(@NotNull final RowSequence inputKeys, + public void accumulateRolling( + @NotNull final RowSequence inputKeys, @NotNull final Chunk[] influencerValueChunkArr, @Nullable final LongChunk affectedPosChunk, @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -84,7 +86,7 @@ public void accumulateRolling(@NotNull final RowSequence inputKeys, int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); @@ -120,7 +122,7 @@ public void writeToOutputChunk(final int outIdx) { outputValues.set(outIdx, curVal); } - void writeNullToOutputChunk(final int outIdx) { + protected void writeNullToOutputChunk(final int outIdx) { outputValues.set(outIdx, null); } diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseShortUpdateByOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseShortUpdateByOperator.java index 0a5107d4ee0..3cebdb795b2 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseShortUpdateByOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/internal/BaseShortUpdateByOperator.java @@ -67,13 +67,15 @@ public void accumulateCumulative(@NotNull final RowSequence inputKeys, } @Override - public void accumulateRolling(@NotNull final RowSequence inputKeys, + public void accumulateRolling( + @NotNull final RowSequence inputKeys, @NotNull final Chunk[] influencerValueChunkArr, @Nullable final LongChunk affectedPosChunk, @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -81,7 +83,7 @@ public void accumulateRolling(@NotNull final RowSequence inputKeys, int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); @@ -117,7 +119,7 @@ public void writeToOutputChunk(final int outIdx) { outputValues.set(outIdx, curVal); } - void writeNullToOutputChunk(final int outIdx) { + protected void writeNullToOutputChunk(final int outIdx) { outputValues.set(outIdx, NULL_SHORT); } diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/BooleanRollingFormulaOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/BooleanRollingFormulaOperator.java index 7144e591683..fb02cd1b1d6 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/BooleanRollingFormulaOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/BooleanRollingFormulaOperator.java @@ -91,7 +91,7 @@ public void accumulateRolling( @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -99,7 +99,7 @@ public void accumulateRolling( int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/ByteRollingFormulaOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/ByteRollingFormulaOperator.java index 477d949f647..f7e308e8033 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/ByteRollingFormulaOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/ByteRollingFormulaOperator.java @@ -94,7 +94,8 @@ public void accumulateRolling( @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -102,7 +103,7 @@ public void accumulateRolling( int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/CharRollingFormulaOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/CharRollingFormulaOperator.java index 1882f881aad..ab6d29be02d 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/CharRollingFormulaOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/CharRollingFormulaOperator.java @@ -90,7 +90,8 @@ public void accumulateRolling( @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -98,7 +99,7 @@ public void accumulateRolling( int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/DoubleRollingFormulaOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/DoubleRollingFormulaOperator.java index 2a4f4026415..a3dcc02b742 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/DoubleRollingFormulaOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/DoubleRollingFormulaOperator.java @@ -94,7 +94,8 @@ public void accumulateRolling( @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -102,7 +103,7 @@ public void accumulateRolling( int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/FloatRollingFormulaOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/FloatRollingFormulaOperator.java index 398685f8da9..629107f712a 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/FloatRollingFormulaOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/FloatRollingFormulaOperator.java @@ -94,7 +94,8 @@ public void accumulateRolling( @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -102,7 +103,7 @@ public void accumulateRolling( int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/IntRollingFormulaOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/IntRollingFormulaOperator.java index e3b432dde19..1787756f28b 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/IntRollingFormulaOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/IntRollingFormulaOperator.java @@ -94,7 +94,8 @@ public void accumulateRolling( @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -102,7 +103,7 @@ public void accumulateRolling( int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/LongRollingFormulaOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/LongRollingFormulaOperator.java index dc2051b2701..50991b8636b 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/LongRollingFormulaOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/LongRollingFormulaOperator.java @@ -94,7 +94,8 @@ public void accumulateRolling( @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -102,7 +103,7 @@ public void accumulateRolling( int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/ObjectRollingFormulaOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/ObjectRollingFormulaOperator.java index c344a150ca5..39526c26232 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/ObjectRollingFormulaOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/ObjectRollingFormulaOperator.java @@ -87,7 +87,7 @@ public void accumulateRolling( @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -95,7 +95,7 @@ public void accumulateRolling( int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/ShortRollingFormulaOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/ShortRollingFormulaOperator.java index 1ab9962c011..ba2c0a5af56 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/ShortRollingFormulaOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformula/ShortRollingFormulaOperator.java @@ -94,7 +94,8 @@ public void accumulateRolling( @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -102,7 +103,7 @@ public void accumulateRolling( int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformulamulticolumn/RollingFormulaMultiColumnOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformulamulticolumn/RollingFormulaMultiColumnOperator.java index ca1effa60e3..fe6aacb196f 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformulamulticolumn/RollingFormulaMultiColumnOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollingformulamulticolumn/RollingFormulaMultiColumnOperator.java @@ -154,7 +154,8 @@ public void accumulateRolling( @Nullable final LongChunk influencerPosChunk, @NotNull final IntChunk pushChunk, @NotNull final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { setValueChunks(influencerValueChunkArr); setPosChunks(affectedPosChunk, influencerPosChunk); @@ -162,7 +163,7 @@ public void accumulateRolling( int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); diff --git a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollinggroup/RollingGroupOperator.java b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollinggroup/RollingGroupOperator.java index f6ec36769a9..999ddaec794 100644 --- a/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollinggroup/RollingGroupOperator.java +++ b/engine/table/src/main/java/io/deephaven/engine/table/impl/updateby/rollinggroup/RollingGroupOperator.java @@ -120,7 +120,8 @@ public void accumulateRolling( final LongChunk influencerPosChunk, final IntChunk pushChunk, final IntChunk popChunk, - final int len) { + final int affectedCount, + final int influencerCount) { if (timestampColumnName == null) { // The only work for ticks operators is to update the groupRowSetSource @@ -133,7 +134,7 @@ public void accumulateRolling( int pushIndex = 0; // chunk processing - for (int ii = 0; ii < len; ii++) { + for (int ii = 0; ii < affectedCount; ii++) { final int pushCount = pushChunk.get(ii); final int popCount = popChunk.get(ii); diff --git a/engine/table/src/test/java/io/deephaven/engine/table/impl/TestAggBy.java b/engine/table/src/test/java/io/deephaven/engine/table/impl/TestAggBy.java index 9ecb8e14e42..32e252f8e13 100644 --- a/engine/table/src/test/java/io/deephaven/engine/table/impl/TestAggBy.java +++ b/engine/table/src/test/java/io/deephaven/engine/table/impl/TestAggBy.java @@ -341,6 +341,21 @@ public void testAggCountWhere() { assertEquals(6L, counts.get(0)); counts = ColumnVectors.ofLong(doubleCounted, "filter15"); assertEquals(6L, counts.get(0)); + + // Get a static set table for use in dynamic where filters (contains 0-3) + final QueryTable setTable = (QueryTable) TableTools.newTable(col("sym", 1, 2, 3)); + + doubleCounted = table.aggBy( + List.of(AggCountWhere("normal", + new DynamicWhereFilter(setTable, true, new MatchPair("B", "sym"))), + AggCountWhere("invert", + new DynamicWhereFilter(setTable, false, new MatchPair("B", "sym"))))); + show(doubleCounted); + assertEquals(1, doubleCounted.size()); + counts = ColumnVectors.ofLong(doubleCounted, "normal"); + assertEquals(3L, counts.get(0)); + counts = ColumnVectors.ofLong(doubleCounted, "invert"); + assertEquals(7L, counts.get(0)); } @Test diff --git a/engine/table/src/test/java/io/deephaven/engine/table/impl/updateby/TestCumCountWhere.java b/engine/table/src/test/java/io/deephaven/engine/table/impl/updateby/TestCumCountWhere.java new file mode 100644 index 00000000000..37a8eca7fdb --- /dev/null +++ b/engine/table/src/test/java/io/deephaven/engine/table/impl/updateby/TestCumCountWhere.java @@ -0,0 +1,703 @@ +// +// Copyright (c) 2016-2024 Deephaven Data Labs and Patent Pending +// +package io.deephaven.engine.table.impl.updateby; + +import io.deephaven.api.filter.Filter; +import io.deephaven.api.updateby.UpdateByOperation; +import io.deephaven.base.Predicate; +import io.deephaven.base.verify.Assert; +import io.deephaven.engine.context.ExecutionContext; +import io.deephaven.engine.primitive.iterator.CloseableIterator; +import io.deephaven.engine.primitive.iterator.CloseablePrimitiveIteratorOfInt; +import io.deephaven.engine.primitive.iterator.CloseablePrimitiveIteratorOfLong; +import io.deephaven.engine.table.PartitionedTable; +import io.deephaven.engine.table.Table; +import io.deephaven.engine.table.impl.MatchPair; +import io.deephaven.engine.table.impl.QueryTable; +import io.deephaven.engine.table.impl.select.DynamicWhereFilter; +import io.deephaven.engine.testutil.ControlledUpdateGraph; +import io.deephaven.engine.testutil.EvalNugget; +import io.deephaven.engine.testutil.TstUtils; +import io.deephaven.engine.testutil.generator.CharGenerator; +import io.deephaven.engine.testutil.generator.SortedInstantGenerator; +import io.deephaven.engine.testutil.generator.TestDataGenerator; +import io.deephaven.engine.util.TableTools; +import io.deephaven.test.types.OutOfBandTest; +import io.deephaven.time.DateTimeUtils; +import org.junit.Test; +import org.junit.experimental.categories.Category; + +import java.time.Instant; +import java.util.Random; + +import static io.deephaven.engine.testutil.GenerateTableUpdates.generateAppends; +import static io.deephaven.engine.testutil.TstUtils.assertTableEquals; +import static io.deephaven.engine.testutil.testcase.RefreshingTableTestCase.simulateShiftAwareStep; + +@Category(OutOfBandTest.class) +public class TestCumCountWhere extends BaseUpdateByTest { + final int STATIC_TABLE_SIZE = 10_000; + final int DYNAMIC_TABLE_SIZE = 1_000; + final int DYNAMIC_UPDATE_SIZE = 100; + final int DYNAMIC_UPDATE_STEPS = 20; + + // region Object Helper functions + private static class TestHelper { + private static void assertWhereInt( + final CloseablePrimitiveIteratorOfLong actualIt, + final CloseablePrimitiveIteratorOfInt valueIt, + final Predicate.Int predicate) { + if (!actualIt.hasNext()) { + return; + } + + long count = 0; + while (actualIt.hasNext()) { + if (predicate.call(valueIt.nextInt())) { + count++; + } + Assert.eq(actualIt.nextLong(), "values match", count); + } + } + + private static void assertWhereObject( + final CloseablePrimitiveIteratorOfLong actualIt, + final CloseableIterator valueIt, + final Predicate.Unary predicate) { + if (!actualIt.hasNext()) { + return; + } + + long count = 0; + while (actualIt.hasNext()) { + if (predicate.call(valueIt.next())) { + count++; + } + Assert.eq(actualIt.nextLong(), "values match", count); + } + } + } + // endregion Object Helper functions + + // region Zero Key Tests + + @Test + public void testStaticZeroKey() { + final QueryTable t = createTestTable(STATIC_TABLE_SIZE, true, false, false, 0xFFFABBBC, + new String[] {"ts", "charCol"}, new TestDataGenerator[] {new SortedInstantGenerator( + DateTimeUtils.parseInstant("2022-03-09T09:00:00.000 NY"), + DateTimeUtils.parseInstant("2022-03-09T16:30:00.000 NY")), + new CharGenerator('A', 'z', 0.1)}).t; + + Table actual; + + // Test simple ChunkFilter, int > 50 + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 50")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val > 50); + } + + // Test simple ChunkFilter, int <= 50 + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol <= 50")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val <= 50); + } + + // Test simple conditional filter, true + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", "true")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> true); + } + + // Test simple conditional filter, false + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", "false")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> false); + } + + // Test complex conditional filter, int > 10 && int <= 50 + actual = t.updateBy( + UpdateByOperation.CumCountWhere("count", "intCol > 10 && intCol <= 50")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val > 10 && val <= 50); + } + + // Test on String column (representing all Object) + actual = t.updateBy( + UpdateByOperation.CumCountWhere("count", + "Sym != null && Sym.startsWith(`A`)")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedIt = t.columnIterator("Sym")) { + TestHelper.assertWhereObject(actualIt, expectedIt, val -> val != null && val.startsWith("A")); + } + + // Test OR filter (processed as a WhereFilter) + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", + Filter.or(Filter.from("intCol < 25", "intCol > 75")))); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val < 25 || val > 75); + } + + // Test ANDing two OR filter (processed as sequential WhereFilters) + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", + Filter.and(Filter.or(Filter.from("intCol < 25", "intCol > 75")), + Filter.or(Filter.from("longCol < 25", "longCol > 75"))))); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt1 = t.integerColumnIterator("intCol"); + final CloseablePrimitiveIteratorOfLong expectedIt2 = t.longColumnIterator("longCol")) { + + long count = 0; + while (actualIt.hasNext()) { + final int val1 = expectedIt1.nextInt(); + final long val2 = expectedIt2.nextLong(); + + if ((val1 < 25 || val1 > 75) && (val2 < 25 || val2 > 75)) { + count++; + } + Assert.eq(actualIt.nextLong(), "values match", count); + } + } + + // Test multi-column chunk filter, int > 10, longCol <= 50 + actual = t.updateBy( + UpdateByOperation.CumCountWhere("count", "intCol > 10", "longCol <= 50")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt1 = t.integerColumnIterator("intCol"); + final CloseablePrimitiveIteratorOfLong expectedIt2 = t.longColumnIterator("longCol")) { + + long count = 0; + while (actualIt.hasNext()) { + final int val1 = expectedIt1.nextInt(); + final long val2 = expectedIt2.nextLong(); + + if (val1 > 10 && val2 <= 50) { + count++; + } + Assert.eq(actualIt.nextLong(), "values match", count); + } + } + + // Test multi-column conditional filter, int > 10 || longCol <= 50 + actual = t.updateBy( + UpdateByOperation.CumCountWhere("count", "intCol > 10 || longCol <= 50")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt1 = t.integerColumnIterator("intCol"); + final CloseablePrimitiveIteratorOfLong expectedIt2 = t.longColumnIterator("longCol")) { + + long count = 0; + while (actualIt.hasNext()) { + final int val1 = expectedIt1.nextInt(); + final long val2 = expectedIt2.nextLong(); + + if (val1 > 10 || val2 <= 50) { + count++; + } + Assert.eq(actualIt.nextLong(), "values match", count); + } + } + + // Test DynamicWhereFilter to ensure we have supported generic WhereFilters correctly. + final QueryTable setTable = (QueryTable) TableTools.emptyTable(30).update("intCol = (int)ii"); + final DynamicWhereFilter filter = new DynamicWhereFilter(setTable, true, new MatchPair("intCol", "intCol")); + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", filter)); + + // The set table contains 0-29, so we can compare against an equivalent filter. + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val >= 0 && val <= 29); + } + + // Test Boolean column + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", "!isNull(boolCol) && boolCol")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedIt = t.columnIterator("boolCol")) { + TestHelper.assertWhereObject(actualIt, expectedIt, val -> val != null && val); + } + + // Test Instant column + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", + "ts > DateTimeUtils.parseInstant(`2022-03-09T12:00:00.000 NY`)")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedIt = t.columnIterator("ts")) { + TestHelper.assertWhereObject(actualIt, expectedIt, + val -> val.isAfter(DateTimeUtils.parseInstant("2022-03-09T12:00:00.000 NY"))); + } + } + + @Test + public void testStaticZeroKeyAllNulls() { + final QueryTable t = createTestTableAllNull(STATIC_TABLE_SIZE, true, false, false, 0xFFFABBBC, + new String[] {"ts", "charCol"}, new TestDataGenerator[] {new SortedInstantGenerator( + DateTimeUtils.parseInstant("2022-03-09T09:00:00.000 NY"), + DateTimeUtils.parseInstant("2022-03-09T16:30:00.000 NY")), + new CharGenerator('A', 'z', 0.1)}).t; + + Table actual; + + // Test simple ChunkFilter, int > 50 + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 50")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val > 50); + } + + // Test simple ChunkFilter, int <= 50 + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol <= 50")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val <= 50); + } + + // Test simple conditional filter, true + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", "true")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> true); + } + + // Test simple conditional filter, false + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", "false")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> false); + } + + // Test complex conditional filter, int > 10 && int <= 50 + actual = t.updateBy( + UpdateByOperation.CumCountWhere("count", "intCol > 10 && intCol <= 50")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val > 10 && val <= 50); + } + + // Test on String column (representing all Object) + actual = t.updateBy( + UpdateByOperation.CumCountWhere("count", + "Sym != null && Sym.startsWith(`A`)")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedIt = t.columnIterator("Sym")) { + TestHelper.assertWhereObject(actualIt, expectedIt, val -> val != null && val.startsWith("A")); + } + + // Test OR filter (processed as a WhereFilter) + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", + Filter.or(Filter.from("intCol < 25", "intCol > 75")))); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val < 25 || val > 75); + } + + // Test ANDing two OR filter (processed as sequential WhereFilters) + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", + Filter.and(Filter.or(Filter.from("intCol < 25", "intCol > 75")), + Filter.or(Filter.from("longCol < 25", "longCol > 75"))))); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt1 = t.integerColumnIterator("intCol"); + final CloseablePrimitiveIteratorOfLong expectedIt2 = t.longColumnIterator("longCol")) { + + long count = 0; + while (actualIt.hasNext()) { + final int val1 = expectedIt1.nextInt(); + final long val2 = expectedIt2.nextLong(); + + if ((val1 < 25 || val1 > 75) && (val2 < 25 || val2 > 75)) { + count++; + } + Assert.eq(actualIt.nextLong(), "values match", count); + } + } + + // Test multi-column chunk filter, int > 10, longCol <= 50 + actual = t.updateBy( + UpdateByOperation.CumCountWhere("count", "intCol > 10", "longCol <= 50")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt1 = t.integerColumnIterator("intCol"); + final CloseablePrimitiveIteratorOfLong expectedIt2 = t.longColumnIterator("longCol")) { + + long count = 0; + while (actualIt.hasNext()) { + final int val1 = expectedIt1.nextInt(); + final long val2 = expectedIt2.nextLong(); + + if (val1 > 10 && val2 <= 50) { + count++; + } + Assert.eq(actualIt.nextLong(), "values match", count); + } + } + + // Test multi-column conditional filter, int > 10 || longCol <= 50 + actual = t.updateBy( + UpdateByOperation.CumCountWhere("count", "intCol > 10 || longCol <= 50")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt1 = t.integerColumnIterator("intCol"); + final CloseablePrimitiveIteratorOfLong expectedIt2 = t.longColumnIterator("longCol")) { + + long count = 0; + while (actualIt.hasNext()) { + final int val1 = expectedIt1.nextInt(); + final long val2 = expectedIt2.nextLong(); + + if (val1 > 10 || val2 <= 50) { + count++; + } + Assert.eq(actualIt.nextLong(), "values match", count); + } + } + + // Test DynamicWhereFilter to ensure we have supported generic WhereFilters correctly. + final QueryTable setTable = (QueryTable) TableTools.emptyTable(30).update("intCol = (int)ii"); + final DynamicWhereFilter filter = new DynamicWhereFilter(setTable, true, new MatchPair("intCol", "intCol")); + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", filter)); + + // The set table contains 0-29, so we can compare against an equivalent filter. + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = t.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val >= 0 && val <= 29); + } + + // Test Boolean column + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", "!isNull(boolCol) && boolCol")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedIt = t.columnIterator("boolCol")) { + TestHelper.assertWhereObject(actualIt, expectedIt, val -> val != null && val); + } + + // Test Instant column + actual = t.updateBy(UpdateByOperation.CumCountWhere("count", + "ts > DateTimeUtils.parseInstant(`2022-03-09T12:00:00.000 NY`)")); + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedIt = t.columnIterator("ts")) { + TestHelper.assertWhereObject(actualIt, expectedIt, + val -> val.isAfter(DateTimeUtils.parseInstant("2022-03-09T12:00:00.000 NY"))); + } + } + + // endregion + + // region Bucketed Tests + + @Test + public void testStaticBucketed() { + final QueryTable t = createTestTable(STATIC_TABLE_SIZE, true, false, false, 0xFFFABBBC, + new String[] {"ts", "charCol"}, new TestDataGenerator[] {new SortedInstantGenerator( + DateTimeUtils.parseInstant("2022-03-09T09:00:00.000 NY"), + DateTimeUtils.parseInstant("2022-03-09T16:30:00.000 NY")), + new CharGenerator('A', 'z', 0.1)}).t; + + final PartitionedTable preOp = t.partitionBy("Sym"); + + PartitionedTable postOp; + + postOp = t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 50"), "Sym") + .partitionBy("Sym"); + preOp.partitionedTransform(postOp, (source, actual) -> { + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = source.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val > 50); + } + return source; + }); + + // Test simple ChunkFilter, int <= 50 + postOp = t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol <= 50"), "Sym") + .partitionBy("Sym"); + preOp.partitionedTransform(postOp, (source, actual) -> { + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = source.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val <= 50); + } + return source; + }); + + // Test simple conditional filter, true + postOp = t.updateBy(UpdateByOperation.CumCountWhere("count", "true"), "Sym") + .partitionBy("Sym"); + preOp.partitionedTransform(postOp, (source, actual) -> { + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = source.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> true); + } + return source; + }); + + // Test simple conditional filter, false + postOp = t.updateBy(UpdateByOperation.CumCountWhere("count", "false"), "Sym") + .partitionBy("Sym"); + preOp.partitionedTransform(postOp, (source, actual) -> { + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = source.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> false); + } + return source; + }); + + // Test complex conditional filter, int > 10 && int <= 50 + postOp = t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 10 && intCol <= 50"), "Sym") + .partitionBy("Sym"); + preOp.partitionedTransform(postOp, (source, actual) -> { + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = source.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val > 10 && val <= 50); + } + return source; + }); + + // Test on String column (representing all Object) + postOp = t.updateBy(UpdateByOperation.CumCountWhere("count", "Sym != null && Sym.startsWith(`A`)"), "Sym") + .partitionBy("Sym"); + preOp.partitionedTransform(postOp, (source, actual) -> { + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedIt = source.columnIterator("Sym")) { + TestHelper.assertWhereObject(actualIt, expectedIt, val -> val != null && val.startsWith("A")); + } + return source; + }); + + // Test OR filter (processed as a WhereFilter) + postOp = t.updateBy( + UpdateByOperation.CumCountWhere("count", Filter.or(Filter.from("intCol < 25", "intCol > 75"))), "Sym") + .partitionBy("Sym"); + preOp.partitionedTransform(postOp, (source, actual) -> { + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = source.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val < 25 || val > 75); + } + return source; + }); + + // Test ANDing two OR filter (processed as sequential WhereFilters) + postOp = t + .updateBy(UpdateByOperation.CumCountWhere("count", + Filter.and(Filter.or(Filter.from("intCol < 25", "intCol > 75")), + Filter.or(Filter.from("longCol < 25", "longCol > 75")))), + "Sym") + .partitionBy("Sym"); + preOp.partitionedTransform(postOp, (source, actual) -> { + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt1 = source.integerColumnIterator("intCol"); + final CloseablePrimitiveIteratorOfLong expectedIt2 = source.longColumnIterator("longCol")) { + + long count = 0; + while (actualIt.hasNext()) { + final int val1 = expectedIt1.nextInt(); + final long val2 = expectedIt2.nextLong(); + + if ((val1 < 25 || val1 > 75) && (val2 < 25 || val2 > 75)) { + count++; + } + Assert.eq(actualIt.nextLong(), "values match", count); + } + } + return source; + }); + + // Test multi-column chunk filter, int > 10, longCol <= 50 + postOp = t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 10", "longCol <= 50"), "Sym") + .partitionBy("Sym"); + preOp.partitionedTransform(postOp, (source, actual) -> { + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt1 = source.integerColumnIterator("intCol"); + final CloseablePrimitiveIteratorOfLong expectedIt2 = source.longColumnIterator("longCol")) { + + long count = 0; + while (actualIt.hasNext()) { + final int val1 = expectedIt1.nextInt(); + final long val2 = expectedIt2.nextLong(); + + if (val1 > 10 && val2 <= 50) { + count++; + } + Assert.eq(actualIt.nextLong(), "values match", count); + } + } + return source; + }); + + // Test multi-column conditional filter, int > 10 || longCol <= 50 + postOp = t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 10 || longCol <= 50"), "Sym") + .partitionBy("Sym"); + preOp.partitionedTransform(postOp, (source, actual) -> { + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt1 = source.integerColumnIterator("intCol"); + final CloseablePrimitiveIteratorOfLong expectedIt2 = source.longColumnIterator("longCol")) { + + long count = 0; + while (actualIt.hasNext()) { + final int val1 = expectedIt1.nextInt(); + final long val2 = expectedIt2.nextLong(); + + if (val1 > 10 || val2 <= 50) { + count++; + } + Assert.eq(actualIt.nextLong(), "values match", count); + } + } + return source; + }); + + // Test DynamicWhereFilter to ensure we have supported generic WhereFilters correctly. + final QueryTable setTable = (QueryTable) TableTools.emptyTable(30).update("intCol = (int)ii"); + final DynamicWhereFilter filter = new DynamicWhereFilter(setTable, true, new MatchPair("intCol", "intCol")); + + postOp = t.updateBy(UpdateByOperation.CumCountWhere("count", filter), "Sym") + .partitionBy("Sym"); + preOp.partitionedTransform(postOp, (source, actual) -> { + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseablePrimitiveIteratorOfInt expectedIt = source.integerColumnIterator("intCol")) { + TestHelper.assertWhereInt(actualIt, expectedIt, val -> val >= 0 && val <= 29); + } + return source; + }); + + + // Test Boolean column + postOp = t.updateBy(UpdateByOperation.CumCountWhere("count", "!isNull(boolCol) && boolCol"), "Sym") + .partitionBy("Sym"); + preOp.partitionedTransform(postOp, (source, actual) -> { + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedIt = source.columnIterator("boolCol")) { + TestHelper.assertWhereObject(actualIt, expectedIt, val -> val != null && val); + } + return source; + }); + + // Test Instant column + postOp = t + .updateBy(UpdateByOperation.CumCountWhere("count", + "ts > DateTimeUtils.parseInstant(`2022-03-09T12:00:00.000 NY`)"), "Sym") + .partitionBy("Sym"); + preOp.partitionedTransform(postOp, (source, actual) -> { + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedIt = source.columnIterator("ts")) { + TestHelper.assertWhereObject(actualIt, expectedIt, + val -> val.isAfter(DateTimeUtils.parseInstant("2022-03-09T12:00:00.000 NY"))); + } + return source; + }); + } + + // endregion + + // region Live Tests + + @Test + public void testZeroKeyAppendOnly() { + doTestTicking(false, true); + } + + @Test + public void testBucketedAppendOnly() { + doTestTicking(true, true); + } + + @Test + public void testZeroKeyGeneral() { + doTestTicking(false, false); + } + + @Test + public void testBucketedGeneral() { + doTestTicking(true, false); + } + + private void doTestTicking(boolean bucketed, boolean appendOnly) { + final int seed = 0xB177B177; + final CreateResult result = createTestTable(DYNAMIC_TABLE_SIZE, bucketed, false, true, seed, + new String[] {"ts", "charCol"}, new TestDataGenerator[] {new SortedInstantGenerator( + DateTimeUtils.parseInstant("2022-03-09T09:00:00.000 NY"), + DateTimeUtils.parseInstant("2022-03-09T16:30:00.000 NY")), + new CharGenerator('A', 'z', 0.1)}); + + final QueryTable t = result.t; + + if (appendOnly) { + t.setAttribute(Table.ADD_ONLY_TABLE_ATTRIBUTE, Boolean.TRUE); + } + + final EvalNugget[] nuggets = new EvalNugget[] { + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 50"), + "Sym") + : t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 50"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 50", + "intCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 50", + "intCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.CumCountWhere("count", + "intCol > 50 && intCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.CumCountWhere("count", + "intCol > 50 && intCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.CumCountWhere("count", "false"), "Sym") + : t.updateBy(UpdateByOperation.CumCountWhere("count", "false"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 50", + "longCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 50", + "longCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.CumCountWhere("count", + "intCol > 50 && longCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.CumCountWhere("count", + "intCol > 50 && longCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.CumCountWhere("count", + "boolCol != null && boolCol"), "Sym") + : t.updateBy(UpdateByOperation.CumCountWhere("count", + "boolCol != null && boolCol"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.CumCountWhere("count", + "ts > DateTimeUtils.parseInstant(`2022-03-09T12:00:00.000 NY`)"), "Sym") + : t.updateBy(UpdateByOperation.CumCountWhere("count", + "ts > DateTimeUtils.parseInstant(`2022-03-09T12:00:00.000 NY`)"))) + }; + + final Random random = new Random(seed); + for (int ii = 0; ii < DYNAMIC_UPDATE_STEPS; ii++) { + if (appendOnly) { + ExecutionContext.getContext().getUpdateGraph().cast().runWithinUnitTestCycle( + () -> generateAppends(DYNAMIC_UPDATE_SIZE, random, t, result.infos)); + TstUtils.validate("Table", nuggets); + } else { + simulateShiftAwareStep(DYNAMIC_UPDATE_SIZE, random, t, result.infos, nuggets); + } + } + } + // endregion + + @Test + public void testProxy() { + final QueryTable t = createTestTable(STATIC_TABLE_SIZE, true, false, false, 0x31313131).t; + + Table actual; + Table expected; + + // Compare the merged proxy table to the bucketed version (need to sort by symbol to get alignment). + PartitionedTable pt = t.partitionBy("Sym"); + actual = pt.proxy() + .updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 50")) + .target().merge().sort("Sym"); + expected = t + .updateBy(UpdateByOperation.CumCountWhere("count", "intCol > 50"), "Sym") + .sort("Sym"); + assertTableEquals(expected, actual); + + actual = pt.proxy() + .updateBy(UpdateByOperation.CumCountWhere("count", "intCol <= 50")) + .target().merge().sort("Sym"); + expected = t + .updateBy(UpdateByOperation.CumCountWhere("count", "intCol <= 50"), "Sym") + .sort("Sym"); + assertTableEquals(expected, actual); + } +} diff --git a/engine/table/src/test/java/io/deephaven/engine/table/impl/updateby/TestRollingCountWhere.java b/engine/table/src/test/java/io/deephaven/engine/table/impl/updateby/TestRollingCountWhere.java new file mode 100644 index 00000000000..9cf813253f6 --- /dev/null +++ b/engine/table/src/test/java/io/deephaven/engine/table/impl/updateby/TestRollingCountWhere.java @@ -0,0 +1,1836 @@ +// +// Copyright (c) 2016-2024 Deephaven Data Labs and Patent Pending +// +package io.deephaven.engine.table.impl.updateby; + +import io.deephaven.api.filter.Filter; +import io.deephaven.api.updateby.UpdateByControl; +import io.deephaven.api.updateby.UpdateByOperation; +import io.deephaven.base.Predicate; +import io.deephaven.base.verify.Assert; +import io.deephaven.engine.context.ExecutionContext; +import io.deephaven.engine.primitive.iterator.CloseableIterator; +import io.deephaven.engine.primitive.iterator.CloseablePrimitiveIteratorOfLong; +import io.deephaven.engine.table.PartitionedTable; +import io.deephaven.engine.table.Table; +import io.deephaven.engine.table.impl.MatchPair; +import io.deephaven.engine.table.impl.QueryTable; +import io.deephaven.engine.table.impl.select.DynamicWhereFilter; +import io.deephaven.engine.testutil.ControlledUpdateGraph; +import io.deephaven.engine.testutil.EvalNugget; +import io.deephaven.engine.testutil.GenerateTableUpdates; +import io.deephaven.engine.testutil.TstUtils; +import io.deephaven.engine.testutil.generator.CharGenerator; +import io.deephaven.engine.testutil.generator.SortedInstantGenerator; +import io.deephaven.engine.testutil.generator.TestDataGenerator; +import io.deephaven.engine.util.TableTools; +import io.deephaven.test.types.OutOfBandTest; +import io.deephaven.time.DateTimeUtils; +import io.deephaven.vector.IntVector; +import io.deephaven.vector.LongVector; +import io.deephaven.vector.ObjectVector; +import org.junit.Test; +import org.junit.experimental.categories.Category; + +import java.time.Duration; +import java.time.Instant; +import java.util.Random; + +import static io.deephaven.engine.testutil.GenerateTableUpdates.generateAppends; +import static io.deephaven.engine.testutil.TstUtils.assertTableEquals; +import static io.deephaven.engine.testutil.testcase.RefreshingTableTestCase.simulateShiftAwareStep; + +@Category(OutOfBandTest.class) +public class TestRollingCountWhere extends BaseUpdateByTest { + final int STATIC_TABLE_SIZE = 10_000; + final int DYNAMIC_TABLE_SIZE = 1_000; + final int DYNAMIC_UPDATE_SIZE = 100; + final int DYNAMIC_UPDATE_STEPS = 20; + + // region Object Helper functions + private static class TestHelper { + + private static long countWhereInt(final IntVector intVector, final Predicate.Int predicate) { + if (intVector == null || intVector.isEmpty()) { + return 0L; + } + + final long n = intVector.size(); + long count = 0; + + for (long i = 0; i < n; i++) { + if (predicate.call(intVector.get(i))) { + count++; + } + } + return count; + } + + private static long countWhereObject(final ObjectVector objectVector, + final Predicate.Unary predicate) { + if (objectVector == null || objectVector.isEmpty()) { + return 0L; + } + + final long n = objectVector.size(); + long count = 0; + + for (long i = 0; i < n; i++) { + if (predicate.call(objectVector.get(i))) { + count++; + } + } + return count; + } + } + // endregion Object Helper functions + + // region Static Zero Key Tests + @Test + public void testStaticZeroKeyAllNullVector() { + final int prevTicks = 1; + final int postTicks = 0; + + doTestStaticZeroKey(prevTicks, postTicks); + } + + @Test + public void testStaticZeroKeyRev() { + final int prevTicks = 10; + final int postTicks = 0; + + doTestStaticZeroKey(prevTicks, postTicks); + } + + @Test + public void testStaticZeroKeyRevExclusive() { + final int prevTicks = 10; + final int postTicks = -5; + + doTestStaticZeroKey(prevTicks, postTicks); + } + + @Test + public void testStaticZeroKeyFwd() { + final int prevTicks = 0; + final int postTicks = 100; + + doTestStaticZeroKey(prevTicks, postTicks); + } + + @Test + public void testStaticZeroKeyFwdExclusive() { + final int prevTicks = -50; + final int postTicks = 100; + + doTestStaticZeroKey(prevTicks, postTicks); + } + + @Test + public void testStaticZeroKeyFwdRevWindow() { + final int prevTicks = 100; + final int postTicks = 100; + + doTestStaticZeroKey(prevTicks, postTicks); + } + + @Test + public void testStaticZeroKeyTimedRev() { + final Duration prevTime = Duration.ofMinutes(10); + final Duration postTime = Duration.ZERO; + + doTestStaticZeroKeyTimed(prevTime, postTime); + } + + @Test + public void testStaticZeroKeyTimedRevExclusive() { + final Duration prevTime = Duration.ofMinutes(10); + final Duration postTime = Duration.ofMinutes(-5); + + doTestStaticZeroKeyTimed(prevTime, postTime); + } + + @Test + public void testStaticZeroKeyTimedFwd() { + final Duration prevTime = Duration.ZERO; + final Duration postTime = Duration.ofMinutes(15); + + doTestStaticZeroKeyTimed(prevTime, postTime); + } + + @Test + public void testStaticZeroKeyTimedFwdExclusive() { + final Duration prevTime = Duration.ofMinutes(-5); + final Duration postTime = Duration.ofMinutes(10); + + doTestStaticZeroKeyTimed(prevTime, postTime); + } + + @Test + public void testStaticZeroKeyTimedFwdRev() { + final Duration prevTime = Duration.ofMinutes(10); + final Duration postTime = Duration.ofMinutes(10); + + doTestStaticZeroKeyTimed(prevTime, postTime); + } + + private void doTestStaticZeroKey(final int prevTicks, final int postTicks) { + final QueryTable t = createTestTable(STATIC_TABLE_SIZE, true, false, false, 0x31313131, + new String[] {"ts", "charCol"}, new TestDataGenerator[] {new SortedInstantGenerator( + DateTimeUtils.parseInstant("2022-03-09T09:00:00.000 NY"), + DateTimeUtils.parseInstant("2022-03-09T16:30:00.000 NY")), + new CharGenerator('A', 'z', 0.1)}).t; + + Table actual; + Table expected; + + // Test simple ChunkFilter, int > 50 + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50")); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> val > 50)); + } + } + + // Test simple ChunkFilter, int <= 50 + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol <= 50")); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> val <= 50)); + } + } + + // Test simple conditional filter, true + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "true")); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> true)); + } + } + + // Test simple conditional filter, false + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "true")); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> true)); + } + } + + // Test complex conditional filter, int > 10 && int <= 50 + actual = t.updateBy( + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 10 && intCol <= 50")); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val > 10 && val <= 50)); + } + } + + // Test chunk, then conditional filter, int > 10 && int % 2 == 0 + actual = t.updateBy( + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 10", "intCol % 2 == 0")); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val > 10 && val % 2 == 0)); + } + } + + // Test on String column (representing all Object) + actual = t.updateBy( + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + "Sym != null && Sym.startsWith(`A`)")); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "SymGroup=Sym")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator> expectedGroupIt = expected.columnIterator("SymGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final ObjectVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereObject(expectedValGroup, + val -> val != null && val.startsWith("A"))); + } + } + + // Test OR filter (processed as a WhereFilter) + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + Filter.or(Filter.from("intCol < 25", "intCol > 75")))); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val < 25 || val > 75)); + } + } + + // Test AND of chunkfilter and OR filter + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + Filter.and(Filter.and(Filter.from("intCol > 50")), + Filter.or(Filter.from("intCol < 25", "intCol > 75"))))); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val > 50 && (val < 25 || val > 75))); + } + } + + // Test ANDing two OR filter (processed as sequential WhereFilters) + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + Filter.and(Filter.or(Filter.from("intCol < 25", "intCol > 75")), + Filter.or(Filter.from("longCol < 25", "longCol > 75"))))); + expected = t.updateBy( + UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol", "longColGroup=longCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroup1It = expected.columnIterator("intColGroup"); + final CloseableIterator expectedGroup2It = expected.columnIterator("longColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup1 = expectedGroup1It.next(); + final LongVector expectedValGroup2 = expectedGroup2It.next(); + + long expectedVal = 0; + for (int ii = 0; ii < expectedValGroup1.size(); ii++) { + final int intVal = expectedValGroup1.get(ii); + final long longVal = expectedValGroup2.get(ii); + + if ((intVal < 25 || intVal > 75) && (longVal < 25 || longVal > 75)) { + expectedVal++; + } + } + + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", expectedVal); + } + } + + // Test multi-column chunk filter, int > 10, longCol <= 50 + actual = t.updateBy( + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 10", "longCol <= 50")); + expected = t.updateBy( + UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol", "longColGroup=longCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroup1It = expected.columnIterator("intColGroup"); + final CloseableIterator expectedGroup2It = expected.columnIterator("longColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup1 = expectedGroup1It.next(); + final LongVector expectedValGroup2 = expectedGroup2It.next(); + + long expectedVal = 0; + for (int ii = 0; ii < expectedValGroup1.size(); ii++) { + final int intVal = expectedValGroup1.get(ii); + final long longVal = expectedValGroup2.get(ii); + + if (intVal > 10 && longVal <= 50) { + expectedVal++; + } + } + + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", expectedVal); + } + } + + // Test multi-column conditional filter, int > 10 || longCol <= 50 + actual = t.updateBy( + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 10 || longCol <= 50")); + expected = t.updateBy( + UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol", "longColGroup=longCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroup1It = expected.columnIterator("intColGroup"); + final CloseableIterator expectedGroup2It = expected.columnIterator("longColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup1 = expectedGroup1It.next(); + final LongVector expectedValGroup2 = expectedGroup2It.next(); + + long expectedVal = 0; + for (int ii = 0; ii < expectedValGroup1.size(); ii++) { + final int intVal = expectedValGroup1.get(ii); + final long longVal = expectedValGroup2.get(ii); + + if (intVal > 10 || longVal <= 50) { + expectedVal++; + } + } + + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", expectedVal); + } + } + + // Test DynamicWhereFilter to ensure we have supported generic WhereFilters correctly. + final QueryTable setTable = (QueryTable) TableTools.emptyTable(30).update("intCol = (int)ii"); + final DynamicWhereFilter filter = new DynamicWhereFilter(setTable, true, new MatchPair("intCol", "intCol")); + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", filter)); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol")); + + // The set table contains 0-29, so we can compare against an equivalent filter. + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val >= 0 && val < 30)); + } + } + + // Test Boolean column + actual = t.updateBy( + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + "!isNull(boolCol) && boolCol")); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "boolColGroup=boolCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator> expectedGroupIt = + expected.columnIterator("boolColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final ObjectVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereObject(expectedValGroup, + val -> val != null && val)); + } + } + + // Test Instant column + actual = t.updateBy( + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + "ts > DateTimeUtils.parseInstant(`2022-03-09T12:00:00.000 NY`)")); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "tsGroup=ts")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator> expectedGroupIt = expected.columnIterator("tsGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final ObjectVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereObject(expectedValGroup, + val -> val.isAfter(DateTimeUtils.parseInstant("2022-03-09T12:00:00.000 NY")))); + } + } + } + + private void doTestStaticZeroKeyTimed(final Duration prevTime, final Duration postTime) { + final QueryTable t = createTestTable(STATIC_TABLE_SIZE, true, false, false, 0xFFFABBBC, + new String[] {"ts", "charCol"}, new TestDataGenerator[] {new SortedInstantGenerator( + DateTimeUtils.parseInstant("2022-03-09T09:00:00.000 NY"), + DateTimeUtils.parseInstant("2022-03-09T16:30:00.000 NY")), + new CharGenerator('A', 'z', 0.1)}).t; + + Table actual; + Table expected; + + // Test simple ChunkFilter, int > 50 + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 50")); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> val > 50)); + } + } + + // Test simple ChunkFilter, int <= 50 + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol <= 50")); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> val <= 50)); + } + } + + // Test simple conditional filter, true + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "true")); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> true)); + } + } + + // Test simple conditional filter, false + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "false")); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> false)); + } + } + + // Test complex conditional filter, int > 10 && int <= 50 + actual = t.updateBy( + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 10 && intCol <= 50")); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val > 10 && val <= 50)); + } + } + + // Test on String column (representing all Object) + actual = t.updateBy( + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "Sym != null && Sym.startsWith(`A`)")); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "SymGroup=Sym")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator> expectedGroupIt = expected.columnIterator("SymGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final ObjectVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereObject(expectedValGroup, + val -> val != null && val.startsWith("A"))); + } + } + + // Test OR filter (processed as a WhereFilter) + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + Filter.or(Filter.from("intCol < 25", "intCol > 75")))); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val < 25 || val > 75)); + } + } + + // Test ANDing two OR filter (processed as sequential WhereFilters) + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + Filter.and(Filter.or(Filter.from("intCol < 25", "intCol > 75")), + Filter.or(Filter.from("longCol < 25", "longCol > 75"))))); + expected = t.updateBy( + UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol", "longColGroup=longCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroup1It = expected.columnIterator("intColGroup"); + final CloseableIterator expectedGroup2It = expected.columnIterator("longColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup1 = expectedGroup1It.next(); + final LongVector expectedValGroup2 = expectedGroup2It.next(); + + long expectedVal = 0; + for (int ii = 0; ii < expectedValGroup1.size(); ii++) { + final int intVal = expectedValGroup1.get(ii); + final long longVal = expectedValGroup2.get(ii); + + if ((intVal < 25 || intVal > 75) && (longVal < 25 || longVal > 75)) { + expectedVal++; + } + } + + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", expectedVal); + } + } + + // Test multi-column chunk filter, int > 10, longCol <= 50 + actual = t.updateBy( + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 10", "longCol <= 50")); + expected = t.updateBy( + UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol", "longColGroup=longCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroup1It = expected.columnIterator("intColGroup"); + final CloseableIterator expectedGroup2It = expected.columnIterator("longColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup1 = expectedGroup1It.next(); + final LongVector expectedValGroup2 = expectedGroup2It.next(); + + long expectedVal = 0; + for (int ii = 0; ii < expectedValGroup1.size(); ii++) { + final int intVal = expectedValGroup1.get(ii); + final long longVal = expectedValGroup2.get(ii); + + if (intVal > 10 && longVal <= 50) { + expectedVal++; + } + } + + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", expectedVal); + } + } + + // Test multi-column conditional filter, int > 10 || longCol <= 50 + actual = t.updateBy( + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 10 || longCol <= 50")); + expected = t.updateBy( + UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol", "longColGroup=longCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroup1It = expected.columnIterator("intColGroup"); + final CloseableIterator expectedGroup2It = expected.columnIterator("longColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup1 = expectedGroup1It.next(); + final LongVector expectedValGroup2 = expectedGroup2It.next(); + + long expectedVal = 0; + for (int ii = 0; ii < expectedValGroup1.size(); ii++) { + final int intVal = expectedValGroup1.get(ii); + final long longVal = expectedValGroup2.get(ii); + + if (intVal > 10 || longVal <= 50) { + expectedVal++; + } + } + + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", expectedVal); + } + } + + // Test DynamicWhereFilter to ensure we have supported generic WhereFilters correctly. + final QueryTable setTable = (QueryTable) TableTools.emptyTable(30).update("intCol = (int)ii"); + final DynamicWhereFilter filter = new DynamicWhereFilter(setTable, true, new MatchPair("intCol", "intCol")); + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", filter)); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol")); + + // The set table contains 0-29, so we can compare against an equivalent filter. + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val >= 0 && val < 30)); + } + } + + // Test Boolean column + actual = t.updateBy( + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "!isNull(boolCol) && boolCol")); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "boolColGroup=boolCol")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator> expectedGroupIt = + expected.columnIterator("boolColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final ObjectVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereObject(expectedValGroup, + val -> val != null && val)); + } + } + + // Test Instant column + actual = t.updateBy( + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "ts > DateTimeUtils.parseInstant(`2022-03-09T12:00:00.000 NY`)")); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "tsGroup=ts")); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator> expectedGroupIt = expected.columnIterator("tsGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final ObjectVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereObject(expectedValGroup, + val -> val.isAfter(DateTimeUtils.parseInstant("2022-03-09T12:00:00.000 NY")))); + } + } + } + + // endregion + + // region Static Bucketed Tests + + @Test + public void testStaticGroupedBucketed() { + final int prevTicks = 100; + final int postTicks = 0; + + doTestStaticBucketed(true, prevTicks, postTicks); + } + + @Test + public void testStaticGroupedBucketedTimed() { + final Duration prevTime = Duration.ofMinutes(10); + final Duration postTime = Duration.ofMinutes(0); + + doTestStaticBucketedTimed(true, prevTime, postTime); + } + + @Test + public void testStaticBucketedRev() { + final int prevTicks = 100; + final int postTicks = 0; + + doTestStaticBucketed(false, prevTicks, postTicks); + } + + @Test + public void testStaticBucketedRevExclusive() { + final int prevTicks = 100; + final int postTicks = -50; + + doTestStaticBucketed(false, prevTicks, postTicks); + } + + @Test + public void testStaticBucketedFwd() { + final int prevTicks = 0; + final int postTicks = 100; + + doTestStaticBucketed(false, prevTicks, postTicks); + } + + @Test + public void testStaticBucketedFwdExclusive() { + final int prevTicks = -50; + final int postTicks = 100; + + doTestStaticBucketed(false, prevTicks, postTicks); + } + + @Test + public void testStaticBucketedTimedRev() { + final Duration prevTime = Duration.ofMinutes(10); + final Duration postTime = Duration.ofMinutes(0); + + doTestStaticBucketedTimed(false, prevTime, postTime); + } + + @Test + public void testStaticBucketedTimedRevExclusive() { + final Duration prevTime = Duration.ofMinutes(10); + final Duration postTime = Duration.ofMinutes(-5); + + doTestStaticBucketedTimed(false, prevTime, postTime); + } + + @Test + public void testStaticBucketedTimedFwd() { + final Duration prevTime = Duration.ofMinutes(0); + final Duration postTime = Duration.ofMinutes(10); + + doTestStaticBucketedTimed(false, prevTime, postTime); + } + + @Test + public void testStaticBucketedTimedFwdExclusive() { + final Duration prevTime = Duration.ofMinutes(-5); + final Duration postTime = Duration.ofMinutes(10); + + doTestStaticBucketedTimed(false, prevTime, postTime); + } + + @Test + public void testStaticBucketedFwdRevWindowTimed() { + final Duration prevTime = Duration.ofMinutes(5); + final Duration postTime = Duration.ofMinutes(5); + + doTestStaticBucketedTimed(false, prevTime, postTime); + } + + private void doTestStaticBucketed(boolean grouped, int prevTicks, int postTicks) { + final QueryTable t = createTestTable(STATIC_TABLE_SIZE, true, grouped, false, 0x31313131, + new String[] {"charCol"}, + new TestDataGenerator[] {new CharGenerator('A', 'z', 0.1)}).t; + + Table actual; + Table expected; + + // Test simple ChunkFilter, int > 50 + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50"), "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol"), "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> val > 50)); + } + } + + // Test simple ChunkFilter, int <= 50 + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol <= 50"), "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol"), "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> val <= 50)); + } + } + + // Test simple conditional filter, true + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "true"), "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol"), "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> true)); + } + } + + // Test simple conditional filter, false + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "true"), "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol"), "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> true)); + } + } + + // Test complex conditional filter, int > 10 && int <= 50 + actual = t.updateBy( + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 10 && intCol <= 50"), + "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol"), "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val > 10 && val <= 50)); + } + } + + // Test OR filter (processed as a WhereFilter) + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + Filter.or(Filter.from("intCol < 25", "intCol > 75"))), "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol"), "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val < 25 || val > 75)); + } + } + + // Test ANDing two OR filter (processed as sequential WhereFilters) + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + Filter.and(Filter.or(Filter.from("intCol < 25", "intCol > 75")), + Filter.or(Filter.from("longCol < 25", "longCol > 75")))), + "Sym"); + expected = t.updateBy( + UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol", "longColGroup=longCol"), + "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroup1It = expected.columnIterator("intColGroup"); + final CloseableIterator expectedGroup2It = expected.columnIterator("longColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup1 = expectedGroup1It.next(); + final LongVector expectedValGroup2 = expectedGroup2It.next(); + + long expectedVal = 0; + for (int ii = 0; ii < expectedValGroup1.size(); ii++) { + final int intVal = expectedValGroup1.get(ii); + final long longVal = expectedValGroup2.get(ii); + + if ((intVal < 25 || intVal > 75) && (longVal < 25 || longVal > 75)) { + expectedVal++; + } + } + + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", expectedVal); + } + } + + // Test multi-column chunk filter, int > 10, longCol <= 50 + actual = t.updateBy( + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 10", "longCol <= 50"), + "Sym"); + expected = t.updateBy( + UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol", "longColGroup=longCol"), + "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroup1It = expected.columnIterator("intColGroup"); + final CloseableIterator expectedGroup2It = expected.columnIterator("longColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup1 = expectedGroup1It.next(); + final LongVector expectedValGroup2 = expectedGroup2It.next(); + + long expectedVal = 0; + for (int ii = 0; ii < expectedValGroup1.size(); ii++) { + final int intVal = expectedValGroup1.get(ii); + final long longVal = expectedValGroup2.get(ii); + + if (intVal > 10 && longVal <= 50) { + expectedVal++; + } + } + + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", expectedVal); + } + } + + // Test multi-column conditional filter, int > 10 || longCol <= 50 + actual = t.updateBy( + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 10 || longCol <= 50"), + "Sym"); + expected = t.updateBy( + UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol", "longColGroup=longCol"), + "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroup1It = expected.columnIterator("intColGroup"); + final CloseableIterator expectedGroup2It = expected.columnIterator("longColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup1 = expectedGroup1It.next(); + final LongVector expectedValGroup2 = expectedGroup2It.next(); + + long expectedVal = 0; + for (int ii = 0; ii < expectedValGroup1.size(); ii++) { + final int intVal = expectedValGroup1.get(ii); + final long longVal = expectedValGroup2.get(ii); + + if (intVal > 10 || longVal <= 50) { + expectedVal++; + } + } + + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", expectedVal); + } + } + + // Test DynamicWhereFilter to ensure we have supported generic WhereFilters correctly. + final QueryTable setTable = (QueryTable) TableTools.emptyTable(30).update("intCol = (int)ii"); + final DynamicWhereFilter filter = new DynamicWhereFilter(setTable, true, new MatchPair("intCol", "intCol")); + actual = t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", filter), "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup(prevTicks, postTicks, "intColGroup=intCol"), "Sym"); + + // The set table contains 0-29, so we can compare against an equivalent filter. + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val >= 0 && val < 30)); + } + } + } + + private void doTestStaticBucketedTimed(boolean grouped, Duration prevTime, Duration postTime) { + final QueryTable t = createTestTable(STATIC_TABLE_SIZE, true, grouped, false, 0xFFFABBBC, + new String[] {"ts", "charCol"}, new TestDataGenerator[] {new SortedInstantGenerator( + DateTimeUtils.parseInstant("2022-03-09T09:00:00.000 NY"), + DateTimeUtils.parseInstant("2022-03-09T16:30:00.000 NY")), + new CharGenerator('A', 'z', 0.1)}).t; + + Table actual; + Table expected; + + // Test simple ChunkFilter, int > 50 + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 50"), + "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol"), "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> val > 50)); + } + } + + // Test simple ChunkFilter, int <= 50 + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol <= 50"), + "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol"), "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> val <= 50)); + } + } + + // Test simple conditional filter, true + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "true"), "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol"), "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> true)); + } + } + + // Test simple conditional filter, false + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "true"), "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol"), "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", TestHelper.countWhereInt(expectedValGroup, val -> true)); + } + } + + // Test complex conditional filter, int > 10 && int <= 50 + actual = t.updateBy( + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 10 && intCol <= 50"), + "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol"), "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val > 10 && val <= 50)); + } + } + + // Test OR filter (processed as a WhereFilter) + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + Filter.or(Filter.from("intCol < 25", "intCol > 75"))), "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol"), "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val < 25 || val > 75)); + } + } + + // Test ANDing two OR filter (processed as sequential WhereFilters) + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + Filter.and(Filter.or(Filter.from("intCol < 25", "intCol > 75")), + Filter.or(Filter.from("longCol < 25", "longCol > 75")))), + "Sym"); + expected = t.updateBy( + UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol", "longColGroup=longCol"), + "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroup1It = expected.columnIterator("intColGroup"); + final CloseableIterator expectedGroup2It = expected.columnIterator("longColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup1 = expectedGroup1It.next(); + final LongVector expectedValGroup2 = expectedGroup2It.next(); + + long expectedVal = 0; + for (int ii = 0; ii < expectedValGroup1.size(); ii++) { + final int intVal = expectedValGroup1.get(ii); + final long longVal = expectedValGroup2.get(ii); + + if ((intVal < 25 || intVal > 75) && (longVal < 25 || longVal > 75)) { + expectedVal++; + } + } + + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", expectedVal); + } + } + + // Test multi-column chunk filter, int > 10, longCol <= 50 + actual = t.updateBy( + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 10", "longCol <= 50"), + "Sym"); + expected = t.updateBy( + UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol", "longColGroup=longCol"), + "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroup1It = expected.columnIterator("intColGroup"); + final CloseableIterator expectedGroup2It = expected.columnIterator("longColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup1 = expectedGroup1It.next(); + final LongVector expectedValGroup2 = expectedGroup2It.next(); + + long expectedVal = 0; + for (int ii = 0; ii < expectedValGroup1.size(); ii++) { + final int intVal = expectedValGroup1.get(ii); + final long longVal = expectedValGroup2.get(ii); + + if (intVal > 10 && longVal <= 50) { + expectedVal++; + } + } + + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", expectedVal); + } + } + + // Test multi-column conditional filter, int > 10 || longCol <= 50 + actual = t.updateBy( + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 10 || longCol <= 50"), + "Sym"); + expected = t.updateBy( + UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol", "longColGroup=longCol"), + "Sym"); + + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroup1It = expected.columnIterator("intColGroup"); + final CloseableIterator expectedGroup2It = expected.columnIterator("longColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup1 = expectedGroup1It.next(); + final LongVector expectedValGroup2 = expectedGroup2It.next(); + + long expectedVal = 0; + for (int ii = 0; ii < expectedValGroup1.size(); ii++) { + final int intVal = expectedValGroup1.get(ii); + final long longVal = expectedValGroup2.get(ii); + + if (intVal > 10 || longVal <= 50) { + expectedVal++; + } + } + + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", expectedVal); + } + } + + // Test DynamicWhereFilter to ensure we have supported generic WhereFilters correctly. + final QueryTable setTable = (QueryTable) TableTools.emptyTable(30).update("intCol = (int)ii"); + final DynamicWhereFilter filter = new DynamicWhereFilter(setTable, true, new MatchPair("intCol", "intCol")); + actual = t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", filter), "Sym"); + expected = t.updateBy(UpdateByOperation.RollingGroup("ts", prevTime, postTime, "intColGroup=intCol"), "Sym"); + + // The set table contains 0-29, so we can compare against an equivalent filter. + try (final CloseablePrimitiveIteratorOfLong actualIt = actual.longColumnIterator("count"); + final CloseableIterator expectedGroupIt = expected.columnIterator("intColGroup")) { + while (actualIt.hasNext()) { + final long actualVal = actualIt.nextLong(); + final IntVector expectedValGroup = expectedGroupIt.next(); + // Use a lambda over expectedValGroup to compute the expected val. + Assert.eq(actualVal, "values match", + TestHelper.countWhereInt(expectedValGroup, val -> val >= 0 && val < 30)); + } + } + } + + // endregion + + // region Append Only Tests + + @Test + public void testZeroKeyAppendOnlyRev() { + final int prevTicks = 100; + final int postTicks = 0; + + doTestAppendOnly(false, prevTicks, postTicks); + } + + @Test + public void testZeroKeyAppendOnlyRevExclusive() { + final int prevTicks = 100; + final int postTicks = -50; + + doTestAppendOnly(false, prevTicks, postTicks); + } + + @Test + public void testZeroKeyAppendOnlyFwd() { + final int prevTicks = 0; + final int postTicks = 100; + + doTestAppendOnly(false, prevTicks, postTicks); + } + + @Test + public void testZeroKeyAppendOnlyFwdExclusive() { + final int prevTicks = -50; + final int postTicks = 100; + + doTestAppendOnly(false, prevTicks, postTicks); + } + + @Test + public void testZeroKeyAppendOnlyFwdRev() { + final int prevTicks = 50; + final int postTicks = 50; + + doTestAppendOnly(false, prevTicks, postTicks); + } + + @Test + public void testBucketedAppendOnlyRev() { + final int prevTicks = 100; + final int postTicks = 0; + + doTestAppendOnly(true, prevTicks, postTicks); + } + + @Test + public void testBucketedAppendOnlyRevExclusive() { + final int prevTicks = 100; + final int postTicks = -50; + + doTestAppendOnly(true, prevTicks, postTicks); + } + + @Test + public void testBucketedAppendOnlyFwd() { + final int prevTicks = 0; + final int postTicks = 100; + + doTestAppendOnly(true, prevTicks, postTicks); + } + + @Test + public void testBucketedAppendOnlyFwdExclusive() { + final int prevTicks = -50; + final int postTicks = 100; + + doTestAppendOnly(true, prevTicks, postTicks); + } + + @Test + public void testZeroKeyAppendOnlyTimedRev() { + final Duration prevTime = Duration.ofMinutes(10); + final Duration postTime = Duration.ofMinutes(0); + + doTestAppendOnlyTimed(false, prevTime, postTime); + } + + @Test + public void testZeroKeyAppendOnlyTimedRevExclusive() { + final Duration prevTime = Duration.ofMinutes(10); + final Duration postTime = Duration.ofMinutes(-5); + + doTestAppendOnlyTimed(false, prevTime, postTime); + } + + @Test + public void testZeroKeyAppendOnlyTimedFwd() { + final Duration prevTime = Duration.ofMinutes(0); + final Duration postTime = Duration.ofMinutes(10); + + doTestAppendOnlyTimed(false, prevTime, postTime); + } + + @Test + public void testZeroKeyAppendOnlyTimedFwdExclusive() { + final Duration prevTime = Duration.ofMinutes(-5); + final Duration postTime = Duration.ofMinutes(10); + + doTestAppendOnlyTimed(false, prevTime, postTime); + } + + @Test + public void testZeroKeyAppendOnlyTimedFwdRev() { + final Duration prevTime = Duration.ofMinutes(5); + final Duration postTime = Duration.ofMinutes(5); + + doTestAppendOnlyTimed(false, prevTime, postTime); + } + + @Test + public void testBucketedAppendOnlyTimedRev() { + final Duration prevTime = Duration.ofMinutes(10); + final Duration postTime = Duration.ofMinutes(0); + + doTestAppendOnlyTimed(true, prevTime, postTime); + } + + @Test + public void testBucketedAppendOnlyTimedRevExclusive() { + final Duration prevTime = Duration.ofMinutes(10); + final Duration postTime = Duration.ofMinutes(-5); + + doTestAppendOnlyTimed(true, prevTime, postTime); + } + + @Test + public void testBucketedAppendOnlyTimedFwd() { + final Duration prevTime = Duration.ofMinutes(0); + final Duration postTime = Duration.ofMinutes(10); + + doTestAppendOnlyTimed(true, prevTime, postTime); + } + + @Test + public void testBucketedAppendOnlyTimedFwdExclusive() { + final Duration prevTime = Duration.ofMinutes(-5); + final Duration postTime = Duration.ofMinutes(10); + + doTestAppendOnlyTimed(true, prevTime, postTime); + } + + @Test + public void testBucketedAppendOnlyTimedFwdRev() { + final Duration prevTime = Duration.ofMinutes(5); + final Duration postTime = Duration.ofMinutes(5); + + doTestAppendOnlyTimed(true, prevTime, postTime); + } + + private void doTestAppendOnly(boolean bucketed, int prevTicks, int postTicks) { + final CreateResult result = createTestTable(DYNAMIC_TABLE_SIZE, bucketed, false, true, 0x31313131, + new String[] {"charCol"}, + new TestDataGenerator[] {new CharGenerator('A', 'z', 0.1)}); + final QueryTable t = result.t; + t.setAttribute(Table.APPEND_ONLY_TABLE_ATTRIBUTE, Boolean.TRUE); + + final EvalNugget[] nuggets = new EvalNugget[] { + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50"), + "Sym") + : t.updateBy( + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50", + "intCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50", + "intCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + "intCol > 50 && intCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + "intCol > 50 && intCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "false"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "false"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50", + "longCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50", + "longCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + "intCol > 50 && longCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + "intCol > 50 && longCol < 90"))) + }; + + final Random billy = new Random(0xB177B177); + for (int ii = 0; ii < DYNAMIC_UPDATE_STEPS; ii++) { + ExecutionContext.getContext().getUpdateGraph().cast().runWithinUnitTestCycle( + () -> generateAppends(DYNAMIC_UPDATE_SIZE, billy, t, result.infos)); + TstUtils.validate("Table", nuggets); + } + } + + private void doTestAppendOnlyTimed(boolean bucketed, Duration prevTime, Duration postTime) { + final CreateResult result = createTestTable(DYNAMIC_TABLE_SIZE, bucketed, false, true, 0x31313131, + new String[] {"ts", "charCol"}, new TestDataGenerator[] {new SortedInstantGenerator( + DateTimeUtils.parseInstant("2022-03-09T09:00:00.000 NY"), + DateTimeUtils.parseInstant("2022-03-09T16:30:00.000 NY")), + new CharGenerator('A', 'z', 0.1)}); + final QueryTable t = result.t; + t.setAttribute(Table.APPEND_ONLY_TABLE_ATTRIBUTE, Boolean.TRUE); + + final EvalNugget[] nuggets = new EvalNugget[] { + EvalNugget.from(() -> bucketed + ? t.updateBy( + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 50"), + "Sym") + : t.updateBy( + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 50"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50", "intCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50", "intCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50 && intCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50 && intCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "false"), + "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "false"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50", "longCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50", "longCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50 && longCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50 && longCol < 90"))) + }; + + final Random billy = new Random(0xB177B177); + for (int ii = 0; ii < DYNAMIC_UPDATE_STEPS; ii++) { + ExecutionContext.getContext().getUpdateGraph().cast().runWithinUnitTestCycle( + () -> generateAppends(DYNAMIC_UPDATE_SIZE, billy, t, result.infos)); + TstUtils.validate("Table", nuggets); + } + } + + // endregion Append Only Tests + + // region General Ticking Tests + + @Test + public void testZeroKeyGeneralTickingRev() { + final long prevTicks = 100; + final long fwdTicks = 0; + + doTestTicking(false, prevTicks, fwdTicks); + } + + @Test + public void testZeroKeyGeneralTickingRevExclusive() { + final long prevTicks = 100; + final long fwdTicks = -50; + + doTestTicking(false, prevTicks, fwdTicks); + } + + @Test + public void testZeroKeyGeneralTickingFwd() { + final long prevTicks = 0; + final long fwdTicks = 100; + + doTestTicking(false, prevTicks, fwdTicks); + } + + @Test + public void testZeroKeyGeneralTickingFwdExclusive() { + final long prevTicks = -50; + final long fwdTicks = 100; + + doTestTicking(false, prevTicks, fwdTicks); + } + + @Test + public void testBucketedGeneralTickingRev() { + final int prevTicks = 100; + final int postTicks = 0; + + doTestTicking(false, prevTicks, postTicks); + } + + @Test + public void testBucketedGeneralTickingRevExclusive() { + final int prevTicks = 100; + final int postTicks = -50; + + doTestTicking(true, prevTicks, postTicks); + } + + @Test + public void testBucketedGeneralTickingFwd() { + final int prevTicks = 0; + final int postTicks = 100; + + doTestTicking(true, prevTicks, postTicks); + } + + @Test + public void testBucketedGeneralTickingFwdExclusive() { + final int prevTicks = -50; + final int postTicks = 100; + + doTestTicking(true, prevTicks, postTicks); + } + + @Test + public void testBucketedGeneralTickingFwdRev() { + final int prevTicks = 50; + final int postTicks = 50; + + doTestTicking(true, prevTicks, postTicks); + } + + @Test + public void testBucketedGeneralTickingTimedRev() { + final Duration prevTime = Duration.ofMinutes(10); + final Duration postTime = Duration.ofMinutes(0); + + doTestTickingTimed(true, prevTime, postTime); + } + + @Test + public void testBucketedGeneralTickingTimedRevExclusive() { + final Duration prevTime = Duration.ofMinutes(10); + final Duration postTime = Duration.ofMinutes(-5); + + doTestTickingTimed(true, prevTime, postTime); + } + + @Test + public void testBucketedGeneralTickingTimedFwd() { + final Duration prevTime = Duration.ofMinutes(0); + final Duration postTime = Duration.ofMinutes(10); + + doTestTickingTimed(true, prevTime, postTime); + } + + @Test + public void testBucketedGeneralTickingTimedFwdExclusive() { + final Duration prevTime = Duration.ofMinutes(-5); + final Duration postTime = Duration.ofMinutes(10); + + doTestTickingTimed(true, prevTime, postTime); + } + + @Test + public void testBucketedGeneralTickingTimedFwdRev() { + final Duration prevTime = Duration.ofMinutes(5); + final Duration postTime = Duration.ofMinutes(5); + + doTestTickingTimed(true, prevTime, postTime); + } + + private void doTestTicking(final boolean bucketed, final long prevTicks, final long postTicks) { + final CreateResult result = createTestTable(DYNAMIC_TABLE_SIZE, bucketed, false, true, 0x31313131, + new String[] {"charCol"}, + new TestDataGenerator[] {new CharGenerator('A', 'z', 0.1)}); + final QueryTable t = result.t; + + final EvalNugget[] nuggets = new EvalNugget[] { + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50"), + "Sym") + : t.updateBy( + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50", + "intCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50", + "intCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + "intCol > 50 && intCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + "intCol > 50 && intCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "false"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "false"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50", + "longCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50", + "longCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + "intCol > 50 && longCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + "intCol > 50 && longCol < 90"))) + }; + + final Random billy = new Random(0xB177B177); + for (int ii = 0; ii < DYNAMIC_UPDATE_STEPS; ii++) { + ExecutionContext.getContext().getUpdateGraph().cast().runWithinUnitTestCycle( + () -> GenerateTableUpdates.generateTableUpdates(DYNAMIC_UPDATE_SIZE, billy, t, result.infos)); + TstUtils.validate("Table - step " + ii, nuggets); + } + } + + private void doTestTickingTimed(final boolean bucketed, final Duration prevTime, final Duration postTime) { + final CreateResult result = createTestTable(DYNAMIC_TABLE_SIZE, bucketed, false, true, 0x31313131, + new String[] {"ts", "charCol"}, new TestDataGenerator[] {new SortedInstantGenerator( + DateTimeUtils.parseInstant("2022-03-09T09:00:00.000 NY"), + DateTimeUtils.parseInstant("2022-03-09T16:30:00.000 NY")), + new CharGenerator('A', 'z', 0.1)}); + + final QueryTable t = result.t; + + final EvalNugget[] nuggets = new EvalNugget[] { + EvalNugget.from(() -> bucketed + ? t.updateBy( + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 50"), + "Sym") + : t.updateBy( + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 50"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50", "intCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50", "intCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50 && intCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50 && intCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "false"), + "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "false"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50", "longCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50", "longCol < 90"))), + EvalNugget.from(() -> bucketed + ? t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50 && longCol < 90"), "Sym") + : t.updateBy(UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50 && longCol < 90"))) + }; + + + final Random billy = new Random(0xB177B177); + for (int ii = 0; ii < DYNAMIC_UPDATE_STEPS; ii++) { + ExecutionContext.getContext().getUpdateGraph().cast().runWithinUnitTestCycle( + () -> GenerateTableUpdates.generateTableUpdates(DYNAMIC_UPDATE_SIZE, billy, t, result.infos)); + TstUtils.validate("Table - step " + ii, nuggets); + } + } + + @Test + public void testBucketedGeneralTickingRevRedirected() { + final int prevTicks = 100; + final int postTicks = 0; + + final CreateResult result = createTestTable(DYNAMIC_TABLE_SIZE, true, false, true, 0x31313131, + new String[] {"charCol"}, + new TestDataGenerator[] {new CharGenerator('A', 'z', 0.1)}); + final QueryTable t = result.t; + + final UpdateByControl control = UpdateByControl.builder().useRedirection(true).build(); + + final EvalNugget[] nuggets = new EvalNugget[] { + EvalNugget.from(() -> t.updateBy(control, + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50"), "Sym")), + EvalNugget.from(() -> t.updateBy(control, + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50", + "intCol < 90"), + "Sym")), + EvalNugget.from(() -> t.updateBy(control, + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + "intCol > 50 && intCol < 90"), + "Sym")), + EvalNugget.from(() -> t.updateBy(control, + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "false"), "Sym")), + EvalNugget.from(() -> t.updateBy(control, + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50", + "longCol < 90"), + "Sym")), + EvalNugget.from(() -> t.updateBy(control, + UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", + "intCol > 50 && longCol < 90"), + "Sym")) + }; + + final Random billy = new Random(0xB177B177); + for (int ii = 0; ii < DYNAMIC_UPDATE_STEPS; ii++) { + try { + simulateShiftAwareStep(DYNAMIC_UPDATE_SIZE, billy, t, result.infos, nuggets); + } catch (Throwable ex) { + System.out.println("Crapped out on step " + ii); + throw ex; + } + } + } + + @Test + public void testBucketedGeneralTickingTimedRevRedirected() { + final Duration prevTime = Duration.ofMinutes(10); + final Duration postTime = Duration.ofMinutes(0); + + final CreateResult result = createTestTable(DYNAMIC_TABLE_SIZE, true, false, true, 0x31313131, + new String[] {"ts", "charCol"}, new TestDataGenerator[] {new SortedInstantGenerator( + DateTimeUtils.parseInstant("2022-03-09T09:00:00.000 NY"), + DateTimeUtils.parseInstant("2022-03-09T16:30:00.000 NY")), + new CharGenerator('A', 'z', 0.1)}); + + final QueryTable t = result.t; + + final UpdateByControl control = UpdateByControl.builder().useRedirection(true).build(); + + final EvalNugget[] nuggets = new EvalNugget[] { + EvalNugget.from(() -> t.updateBy(control, + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 50"), "Sym")), + EvalNugget.from(() -> t.updateBy(control, + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 50", + "intCol < 90"), + "Sym")), + EvalNugget.from(() -> t.updateBy(control, + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50 && intCol < 90"), + "Sym")), + EvalNugget.from(() -> t.updateBy(control, + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "false"), "Sym")), + EvalNugget.from(() -> t.updateBy(control, + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", "intCol > 50", + "longCol < 90"), + "Sym")), + EvalNugget.from(() -> t.updateBy(control, + UpdateByOperation.RollingCountWhere("ts", prevTime, postTime, "count", + "intCol > 50 && longCol < 90"), + "Sym")) + }; + + + final Random billy = new Random(0xB177B177); + for (int ii = 0; ii < DYNAMIC_UPDATE_STEPS; ii++) { + try { + simulateShiftAwareStep(DYNAMIC_UPDATE_SIZE, billy, t, result.infos, nuggets); + } catch (Throwable ex) { + System.out.println("Crapped out on step " + ii); + throw ex; + } + } + } + + // endregion + + @Test + public void testProxy() { + final QueryTable t = createTestTable(STATIC_TABLE_SIZE, true, false, false, 0x31313131).t; + + final int prevTicks = 100; + final int postTicks = 0; + + Table actual; + Table expected; + + // Compare the merged proxy table to the bucketed version (need to sort by symbol to get alignment). + PartitionedTable pt = t.partitionBy("Sym"); + actual = pt.proxy() + .updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50")) + .target().merge().sort("Sym"); + expected = t + .updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol > 50"), "Sym") + .sort("Sym"); + assertTableEquals(expected, actual); + + actual = pt.proxy() + .updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol <= 50")) + .target().merge().sort("Sym"); + expected = t + .updateBy(UpdateByOperation.RollingCountWhere(prevTicks, postTicks, "count", "intCol <= 50"), "Sym") + .sort("Sym"); + assertTableEquals(expected, actual); + } +} diff --git a/go/internal/proto/table/table.pb.go b/go/internal/proto/table/table.pb.go index fe6f76ab686..1130464a7a7 100644 --- a/go/internal/proto/table/table.pb.go +++ b/go/internal/proto/table/table.pb.go @@ -6236,6 +6236,8 @@ type UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec struct { // *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingStd // *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingWavg // *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingFormula + // *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingCountWhere + // *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_CountWhere Type isUpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_Type `protobuf_oneof:"type"` } @@ -6425,6 +6427,20 @@ func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec) GetRolli return nil } +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec) GetRollingCountWhere() *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere { + if x, ok := x.GetType().(*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingCountWhere); ok { + return x.RollingCountWhere + } + return nil +} + +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec) GetCountWhere() *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere { + if x, ok := x.GetType().(*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_CountWhere); ok { + return x.CountWhere + } + return nil +} + type isUpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_Type interface { isUpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_Type() } @@ -6513,6 +6529,14 @@ type UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingFormul RollingFormula *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingFormula `protobuf:"bytes,21,opt,name=rolling_formula,json=rollingFormula,proto3,oneof"` } +type UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingCountWhere struct { + RollingCountWhere *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere `protobuf:"bytes,22,opt,name=rolling_count_where,json=rollingCountWhere,proto3,oneof"` +} + +type UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_CountWhere struct { + CountWhere *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere `protobuf:"bytes,23,opt,name=count_where,json=countWhere,proto3,oneof"` +} + func (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_Sum) isUpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_Type() { } @@ -6576,6 +6600,12 @@ func (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingWavg func (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingFormula) isUpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_Type() { } +func (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingCountWhere) isUpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_Type() { +} + +func (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_CountWhere) isUpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_Type() { +} + type UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeSum struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -7677,6 +7707,140 @@ func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByR return "" } +type UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The reverse window for the rolling operation, may be in ticks or time-based. + ReverseWindowScale *UpdateByWindowScale `protobuf:"bytes,1,opt,name=reverse_window_scale,json=reverseWindowScale,proto3" json:"reverse_window_scale,omitempty"` + // The forward window for the rolling operation, may be in ticks or time-based. + ForwardWindowScale *UpdateByWindowScale `protobuf:"bytes,2,opt,name=forward_window_scale,json=forwardWindowScale,proto3" json:"forward_window_scale,omitempty"` + // The output column name + ResultColumn string `protobuf:"bytes,3,opt,name=result_column,json=resultColumn,proto3" json:"result_column,omitempty"` + // The filters tp apply before counting + Filters []string `protobuf:"bytes,4,rep,name=filters,proto3" json:"filters,omitempty"` +} + +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere) Reset() { + *x = UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere{} + if protoimpl.UnsafeEnabled { + mi := &file_deephaven_core_proto_table_proto_msgTypes[92] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere) ProtoMessage() { +} + +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere) ProtoReflect() protoreflect.Message { + mi := &file_deephaven_core_proto_table_proto_msgTypes[92] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere.ProtoReflect.Descriptor instead. +func (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere) Descriptor() ([]byte, []int) { + return file_deephaven_core_proto_table_proto_rawDescGZIP(), []int{14, 1, 0, 0, 21} +} + +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere) GetReverseWindowScale() *UpdateByWindowScale { + if x != nil { + return x.ReverseWindowScale + } + return nil +} + +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere) GetForwardWindowScale() *UpdateByWindowScale { + if x != nil { + return x.ForwardWindowScale + } + return nil +} + +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere) GetResultColumn() string { + if x != nil { + return x.ResultColumn + } + return "" +} + +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere) GetFilters() []string { + if x != nil { + return x.Filters + } + return nil +} + +type UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The output column name + ResultColumn string `protobuf:"bytes,1,opt,name=result_column,json=resultColumn,proto3" json:"result_column,omitempty"` + // The filters tp apply before counting + Filters []string `protobuf:"bytes,2,rep,name=filters,proto3" json:"filters,omitempty"` +} + +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere) Reset() { + *x = UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere{} + if protoimpl.UnsafeEnabled { + mi := &file_deephaven_core_proto_table_proto_msgTypes[93] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere) ProtoMessage() { +} + +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere) ProtoReflect() protoreflect.Message { + mi := &file_deephaven_core_proto_table_proto_msgTypes[93] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere.ProtoReflect.Descriptor instead. +func (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere) Descriptor() ([]byte, []int) { + return file_deephaven_core_proto_table_proto_rawDescGZIP(), []int{14, 1, 0, 0, 22} +} + +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere) GetResultColumn() string { + if x != nil { + return x.ResultColumn + } + return "" +} + +func (x *UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere) GetFilters() []string { + if x != nil { + return x.Filters + } + return nil +} + type ComboAggregateRequest_Aggregate struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -7692,7 +7856,7 @@ type ComboAggregateRequest_Aggregate struct { func (x *ComboAggregateRequest_Aggregate) Reset() { *x = ComboAggregateRequest_Aggregate{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[92] + mi := &file_deephaven_core_proto_table_proto_msgTypes[94] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -7705,7 +7869,7 @@ func (x *ComboAggregateRequest_Aggregate) String() string { func (*ComboAggregateRequest_Aggregate) ProtoMessage() {} func (x *ComboAggregateRequest_Aggregate) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[92] + mi := &file_deephaven_core_proto_table_proto_msgTypes[94] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -7771,7 +7935,7 @@ type AggSpec_AggSpecApproximatePercentile struct { func (x *AggSpec_AggSpecApproximatePercentile) Reset() { *x = AggSpec_AggSpecApproximatePercentile{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[93] + mi := &file_deephaven_core_proto_table_proto_msgTypes[95] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -7784,7 +7948,7 @@ func (x *AggSpec_AggSpecApproximatePercentile) String() string { func (*AggSpec_AggSpecApproximatePercentile) ProtoMessage() {} func (x *AggSpec_AggSpecApproximatePercentile) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[93] + mi := &file_deephaven_core_proto_table_proto_msgTypes[95] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -7826,7 +7990,7 @@ type AggSpec_AggSpecCountDistinct struct { func (x *AggSpec_AggSpecCountDistinct) Reset() { *x = AggSpec_AggSpecCountDistinct{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[94] + mi := &file_deephaven_core_proto_table_proto_msgTypes[96] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -7839,7 +8003,7 @@ func (x *AggSpec_AggSpecCountDistinct) String() string { func (*AggSpec_AggSpecCountDistinct) ProtoMessage() {} func (x *AggSpec_AggSpecCountDistinct) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[94] + mi := &file_deephaven_core_proto_table_proto_msgTypes[96] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -7874,7 +8038,7 @@ type AggSpec_AggSpecDistinct struct { func (x *AggSpec_AggSpecDistinct) Reset() { *x = AggSpec_AggSpecDistinct{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[95] + mi := &file_deephaven_core_proto_table_proto_msgTypes[97] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -7887,7 +8051,7 @@ func (x *AggSpec_AggSpecDistinct) String() string { func (*AggSpec_AggSpecDistinct) ProtoMessage() {} func (x *AggSpec_AggSpecDistinct) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[95] + mi := &file_deephaven_core_proto_table_proto_msgTypes[97] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -7924,7 +8088,7 @@ type AggSpec_AggSpecFormula struct { func (x *AggSpec_AggSpecFormula) Reset() { *x = AggSpec_AggSpecFormula{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[96] + mi := &file_deephaven_core_proto_table_proto_msgTypes[98] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -7937,7 +8101,7 @@ func (x *AggSpec_AggSpecFormula) String() string { func (*AggSpec_AggSpecFormula) ProtoMessage() {} func (x *AggSpec_AggSpecFormula) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[96] + mi := &file_deephaven_core_proto_table_proto_msgTypes[98] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -7980,7 +8144,7 @@ type AggSpec_AggSpecMedian struct { func (x *AggSpec_AggSpecMedian) Reset() { *x = AggSpec_AggSpecMedian{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[97] + mi := &file_deephaven_core_proto_table_proto_msgTypes[99] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -7993,7 +8157,7 @@ func (x *AggSpec_AggSpecMedian) String() string { func (*AggSpec_AggSpecMedian) ProtoMessage() {} func (x *AggSpec_AggSpecMedian) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[97] + mi := &file_deephaven_core_proto_table_proto_msgTypes[99] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8031,7 +8195,7 @@ type AggSpec_AggSpecPercentile struct { func (x *AggSpec_AggSpecPercentile) Reset() { *x = AggSpec_AggSpecPercentile{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[98] + mi := &file_deephaven_core_proto_table_proto_msgTypes[100] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8044,7 +8208,7 @@ func (x *AggSpec_AggSpecPercentile) String() string { func (*AggSpec_AggSpecPercentile) ProtoMessage() {} func (x *AggSpec_AggSpecPercentile) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[98] + mi := &file_deephaven_core_proto_table_proto_msgTypes[100] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8086,7 +8250,7 @@ type AggSpec_AggSpecSorted struct { func (x *AggSpec_AggSpecSorted) Reset() { *x = AggSpec_AggSpecSorted{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[99] + mi := &file_deephaven_core_proto_table_proto_msgTypes[101] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8099,7 +8263,7 @@ func (x *AggSpec_AggSpecSorted) String() string { func (*AggSpec_AggSpecSorted) ProtoMessage() {} func (x *AggSpec_AggSpecSorted) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[99] + mi := &file_deephaven_core_proto_table_proto_msgTypes[101] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8134,7 +8298,7 @@ type AggSpec_AggSpecSortedColumn struct { func (x *AggSpec_AggSpecSortedColumn) Reset() { *x = AggSpec_AggSpecSortedColumn{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[100] + mi := &file_deephaven_core_proto_table_proto_msgTypes[102] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8147,7 +8311,7 @@ func (x *AggSpec_AggSpecSortedColumn) String() string { func (*AggSpec_AggSpecSortedColumn) ProtoMessage() {} func (x *AggSpec_AggSpecSortedColumn) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[100] + mi := &file_deephaven_core_proto_table_proto_msgTypes[102] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8183,7 +8347,7 @@ type AggSpec_AggSpecTDigest struct { func (x *AggSpec_AggSpecTDigest) Reset() { *x = AggSpec_AggSpecTDigest{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[101] + mi := &file_deephaven_core_proto_table_proto_msgTypes[103] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8196,7 +8360,7 @@ func (x *AggSpec_AggSpecTDigest) String() string { func (*AggSpec_AggSpecTDigest) ProtoMessage() {} func (x *AggSpec_AggSpecTDigest) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[101] + mi := &file_deephaven_core_proto_table_proto_msgTypes[103] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8233,7 +8397,7 @@ type AggSpec_AggSpecUnique struct { func (x *AggSpec_AggSpecUnique) Reset() { *x = AggSpec_AggSpecUnique{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[102] + mi := &file_deephaven_core_proto_table_proto_msgTypes[104] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8246,7 +8410,7 @@ func (x *AggSpec_AggSpecUnique) String() string { func (*AggSpec_AggSpecUnique) ProtoMessage() {} func (x *AggSpec_AggSpecUnique) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[102] + mi := &file_deephaven_core_proto_table_proto_msgTypes[104] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8298,7 +8462,7 @@ type AggSpec_AggSpecNonUniqueSentinel struct { func (x *AggSpec_AggSpecNonUniqueSentinel) Reset() { *x = AggSpec_AggSpecNonUniqueSentinel{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[103] + mi := &file_deephaven_core_proto_table_proto_msgTypes[105] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8311,7 +8475,7 @@ func (x *AggSpec_AggSpecNonUniqueSentinel) String() string { func (*AggSpec_AggSpecNonUniqueSentinel) ProtoMessage() {} func (x *AggSpec_AggSpecNonUniqueSentinel) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[103] + mi := &file_deephaven_core_proto_table_proto_msgTypes[105] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8483,7 +8647,7 @@ type AggSpec_AggSpecWeighted struct { func (x *AggSpec_AggSpecWeighted) Reset() { *x = AggSpec_AggSpecWeighted{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[104] + mi := &file_deephaven_core_proto_table_proto_msgTypes[106] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8496,7 +8660,7 @@ func (x *AggSpec_AggSpecWeighted) String() string { func (*AggSpec_AggSpecWeighted) ProtoMessage() {} func (x *AggSpec_AggSpecWeighted) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[104] + mi := &file_deephaven_core_proto_table_proto_msgTypes[106] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8528,7 +8692,7 @@ type AggSpec_AggSpecAbsSum struct { func (x *AggSpec_AggSpecAbsSum) Reset() { *x = AggSpec_AggSpecAbsSum{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[105] + mi := &file_deephaven_core_proto_table_proto_msgTypes[107] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8541,7 +8705,7 @@ func (x *AggSpec_AggSpecAbsSum) String() string { func (*AggSpec_AggSpecAbsSum) ProtoMessage() {} func (x *AggSpec_AggSpecAbsSum) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[105] + mi := &file_deephaven_core_proto_table_proto_msgTypes[107] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8566,7 +8730,7 @@ type AggSpec_AggSpecAvg struct { func (x *AggSpec_AggSpecAvg) Reset() { *x = AggSpec_AggSpecAvg{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[106] + mi := &file_deephaven_core_proto_table_proto_msgTypes[108] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8579,7 +8743,7 @@ func (x *AggSpec_AggSpecAvg) String() string { func (*AggSpec_AggSpecAvg) ProtoMessage() {} func (x *AggSpec_AggSpecAvg) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[106] + mi := &file_deephaven_core_proto_table_proto_msgTypes[108] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8604,7 +8768,7 @@ type AggSpec_AggSpecFirst struct { func (x *AggSpec_AggSpecFirst) Reset() { *x = AggSpec_AggSpecFirst{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[107] + mi := &file_deephaven_core_proto_table_proto_msgTypes[109] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8617,7 +8781,7 @@ func (x *AggSpec_AggSpecFirst) String() string { func (*AggSpec_AggSpecFirst) ProtoMessage() {} func (x *AggSpec_AggSpecFirst) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[107] + mi := &file_deephaven_core_proto_table_proto_msgTypes[109] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8642,7 +8806,7 @@ type AggSpec_AggSpecFreeze struct { func (x *AggSpec_AggSpecFreeze) Reset() { *x = AggSpec_AggSpecFreeze{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[108] + mi := &file_deephaven_core_proto_table_proto_msgTypes[110] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8655,7 +8819,7 @@ func (x *AggSpec_AggSpecFreeze) String() string { func (*AggSpec_AggSpecFreeze) ProtoMessage() {} func (x *AggSpec_AggSpecFreeze) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[108] + mi := &file_deephaven_core_proto_table_proto_msgTypes[110] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8680,7 +8844,7 @@ type AggSpec_AggSpecGroup struct { func (x *AggSpec_AggSpecGroup) Reset() { *x = AggSpec_AggSpecGroup{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[109] + mi := &file_deephaven_core_proto_table_proto_msgTypes[111] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8693,7 +8857,7 @@ func (x *AggSpec_AggSpecGroup) String() string { func (*AggSpec_AggSpecGroup) ProtoMessage() {} func (x *AggSpec_AggSpecGroup) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[109] + mi := &file_deephaven_core_proto_table_proto_msgTypes[111] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8718,7 +8882,7 @@ type AggSpec_AggSpecLast struct { func (x *AggSpec_AggSpecLast) Reset() { *x = AggSpec_AggSpecLast{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[110] + mi := &file_deephaven_core_proto_table_proto_msgTypes[112] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8731,7 +8895,7 @@ func (x *AggSpec_AggSpecLast) String() string { func (*AggSpec_AggSpecLast) ProtoMessage() {} func (x *AggSpec_AggSpecLast) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[110] + mi := &file_deephaven_core_proto_table_proto_msgTypes[112] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8756,7 +8920,7 @@ type AggSpec_AggSpecMax struct { func (x *AggSpec_AggSpecMax) Reset() { *x = AggSpec_AggSpecMax{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[111] + mi := &file_deephaven_core_proto_table_proto_msgTypes[113] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8769,7 +8933,7 @@ func (x *AggSpec_AggSpecMax) String() string { func (*AggSpec_AggSpecMax) ProtoMessage() {} func (x *AggSpec_AggSpecMax) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[111] + mi := &file_deephaven_core_proto_table_proto_msgTypes[113] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8794,7 +8958,7 @@ type AggSpec_AggSpecMin struct { func (x *AggSpec_AggSpecMin) Reset() { *x = AggSpec_AggSpecMin{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[112] + mi := &file_deephaven_core_proto_table_proto_msgTypes[114] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8807,7 +8971,7 @@ func (x *AggSpec_AggSpecMin) String() string { func (*AggSpec_AggSpecMin) ProtoMessage() {} func (x *AggSpec_AggSpecMin) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[112] + mi := &file_deephaven_core_proto_table_proto_msgTypes[114] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8832,7 +8996,7 @@ type AggSpec_AggSpecStd struct { func (x *AggSpec_AggSpecStd) Reset() { *x = AggSpec_AggSpecStd{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[113] + mi := &file_deephaven_core_proto_table_proto_msgTypes[115] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8845,7 +9009,7 @@ func (x *AggSpec_AggSpecStd) String() string { func (*AggSpec_AggSpecStd) ProtoMessage() {} func (x *AggSpec_AggSpecStd) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[113] + mi := &file_deephaven_core_proto_table_proto_msgTypes[115] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8870,7 +9034,7 @@ type AggSpec_AggSpecSum struct { func (x *AggSpec_AggSpecSum) Reset() { *x = AggSpec_AggSpecSum{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[114] + mi := &file_deephaven_core_proto_table_proto_msgTypes[116] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8883,7 +9047,7 @@ func (x *AggSpec_AggSpecSum) String() string { func (*AggSpec_AggSpecSum) ProtoMessage() {} func (x *AggSpec_AggSpecSum) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[114] + mi := &file_deephaven_core_proto_table_proto_msgTypes[116] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8908,7 +9072,7 @@ type AggSpec_AggSpecVar struct { func (x *AggSpec_AggSpecVar) Reset() { *x = AggSpec_AggSpecVar{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[115] + mi := &file_deephaven_core_proto_table_proto_msgTypes[117] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8921,7 +9085,7 @@ func (x *AggSpec_AggSpecVar) String() string { func (*AggSpec_AggSpecVar) ProtoMessage() {} func (x *AggSpec_AggSpecVar) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[115] + mi := &file_deephaven_core_proto_table_proto_msgTypes[117] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -8949,7 +9113,7 @@ type Aggregation_AggregationColumns struct { func (x *Aggregation_AggregationColumns) Reset() { *x = Aggregation_AggregationColumns{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[116] + mi := &file_deephaven_core_proto_table_proto_msgTypes[118] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -8962,7 +9126,7 @@ func (x *Aggregation_AggregationColumns) String() string { func (*Aggregation_AggregationColumns) ProtoMessage() {} func (x *Aggregation_AggregationColumns) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[116] + mi := &file_deephaven_core_proto_table_proto_msgTypes[118] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -9004,7 +9168,7 @@ type Aggregation_AggregationCount struct { func (x *Aggregation_AggregationCount) Reset() { *x = Aggregation_AggregationCount{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[117] + mi := &file_deephaven_core_proto_table_proto_msgTypes[119] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -9017,7 +9181,7 @@ func (x *Aggregation_AggregationCount) String() string { func (*Aggregation_AggregationCount) ProtoMessage() {} func (x *Aggregation_AggregationCount) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[117] + mi := &file_deephaven_core_proto_table_proto_msgTypes[119] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -9053,7 +9217,7 @@ type Aggregation_AggregationCountWhere struct { func (x *Aggregation_AggregationCountWhere) Reset() { *x = Aggregation_AggregationCountWhere{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[118] + mi := &file_deephaven_core_proto_table_proto_msgTypes[120] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -9066,7 +9230,7 @@ func (x *Aggregation_AggregationCountWhere) String() string { func (*Aggregation_AggregationCountWhere) ProtoMessage() {} func (x *Aggregation_AggregationCountWhere) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[118] + mi := &file_deephaven_core_proto_table_proto_msgTypes[120] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -9107,7 +9271,7 @@ type Aggregation_AggregationRowKey struct { func (x *Aggregation_AggregationRowKey) Reset() { *x = Aggregation_AggregationRowKey{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[119] + mi := &file_deephaven_core_proto_table_proto_msgTypes[121] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -9120,7 +9284,7 @@ func (x *Aggregation_AggregationRowKey) String() string { func (*Aggregation_AggregationRowKey) ProtoMessage() {} func (x *Aggregation_AggregationRowKey) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[119] + mi := &file_deephaven_core_proto_table_proto_msgTypes[121] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -9155,7 +9319,7 @@ type Aggregation_AggregationPartition struct { func (x *Aggregation_AggregationPartition) Reset() { *x = Aggregation_AggregationPartition{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[120] + mi := &file_deephaven_core_proto_table_proto_msgTypes[122] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -9168,7 +9332,7 @@ func (x *Aggregation_AggregationPartition) String() string { func (*Aggregation_AggregationPartition) ProtoMessage() {} func (x *Aggregation_AggregationPartition) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[120] + mi := &file_deephaven_core_proto_table_proto_msgTypes[122] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -9209,7 +9373,7 @@ type Aggregation_AggregationFormula struct { func (x *Aggregation_AggregationFormula) Reset() { *x = Aggregation_AggregationFormula{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[121] + mi := &file_deephaven_core_proto_table_proto_msgTypes[123] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -9222,7 +9386,7 @@ func (x *Aggregation_AggregationFormula) String() string { func (*Aggregation_AggregationFormula) ProtoMessage() {} func (x *Aggregation_AggregationFormula) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[121] + mi := &file_deephaven_core_proto_table_proto_msgTypes[123] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -9257,7 +9421,7 @@ type RunChartDownsampleRequest_ZoomRange struct { func (x *RunChartDownsampleRequest_ZoomRange) Reset() { *x = RunChartDownsampleRequest_ZoomRange{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[122] + mi := &file_deephaven_core_proto_table_proto_msgTypes[124] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -9270,7 +9434,7 @@ func (x *RunChartDownsampleRequest_ZoomRange) String() string { func (*RunChartDownsampleRequest_ZoomRange) ProtoMessage() {} func (x *RunChartDownsampleRequest_ZoomRange) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[122] + mi := &file_deephaven_core_proto_table_proto_msgTypes[124] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -9315,7 +9479,7 @@ type CreateInputTableRequest_InputTableKind struct { func (x *CreateInputTableRequest_InputTableKind) Reset() { *x = CreateInputTableRequest_InputTableKind{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[123] + mi := &file_deephaven_core_proto_table_proto_msgTypes[125] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -9328,7 +9492,7 @@ func (x *CreateInputTableRequest_InputTableKind) String() string { func (*CreateInputTableRequest_InputTableKind) ProtoMessage() {} func (x *CreateInputTableRequest_InputTableKind) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[123] + mi := &file_deephaven_core_proto_table_proto_msgTypes[125] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -9407,7 +9571,7 @@ type CreateInputTableRequest_InputTableKind_InMemoryAppendOnly struct { func (x *CreateInputTableRequest_InputTableKind_InMemoryAppendOnly) Reset() { *x = CreateInputTableRequest_InputTableKind_InMemoryAppendOnly{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[124] + mi := &file_deephaven_core_proto_table_proto_msgTypes[126] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -9420,7 +9584,7 @@ func (x *CreateInputTableRequest_InputTableKind_InMemoryAppendOnly) String() str func (*CreateInputTableRequest_InputTableKind_InMemoryAppendOnly) ProtoMessage() {} func (x *CreateInputTableRequest_InputTableKind_InMemoryAppendOnly) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[124] + mi := &file_deephaven_core_proto_table_proto_msgTypes[126] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -9448,7 +9612,7 @@ type CreateInputTableRequest_InputTableKind_InMemoryKeyBacked struct { func (x *CreateInputTableRequest_InputTableKind_InMemoryKeyBacked) Reset() { *x = CreateInputTableRequest_InputTableKind_InMemoryKeyBacked{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[125] + mi := &file_deephaven_core_proto_table_proto_msgTypes[127] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -9461,7 +9625,7 @@ func (x *CreateInputTableRequest_InputTableKind_InMemoryKeyBacked) String() stri func (*CreateInputTableRequest_InputTableKind_InMemoryKeyBacked) ProtoMessage() {} func (x *CreateInputTableRequest_InputTableKind_InMemoryKeyBacked) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[125] + mi := &file_deephaven_core_proto_table_proto_msgTypes[127] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -9493,7 +9657,7 @@ type CreateInputTableRequest_InputTableKind_Blink struct { func (x *CreateInputTableRequest_InputTableKind_Blink) Reset() { *x = CreateInputTableRequest_InputTableKind_Blink{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[126] + mi := &file_deephaven_core_proto_table_proto_msgTypes[128] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -9506,7 +9670,7 @@ func (x *CreateInputTableRequest_InputTableKind_Blink) String() string { func (*CreateInputTableRequest_InputTableKind_Blink) ProtoMessage() {} func (x *CreateInputTableRequest_InputTableKind_Blink) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[126] + mi := &file_deephaven_core_proto_table_proto_msgTypes[128] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -9576,7 +9740,7 @@ type BatchTableRequest_Operation struct { func (x *BatchTableRequest_Operation) Reset() { *x = BatchTableRequest_Operation{} if protoimpl.UnsafeEnabled { - mi := &file_deephaven_core_proto_table_proto_msgTypes[127] + mi := &file_deephaven_core_proto_table_proto_msgTypes[129] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -9589,7 +9753,7 @@ func (x *BatchTableRequest_Operation) String() string { func (*BatchTableRequest_Operation) ProtoMessage() {} func (x *BatchTableRequest_Operation) ProtoReflect() protoreflect.Message { - mi := &file_deephaven_core_proto_table_proto_msgTypes[127] + mi := &file_deephaven_core_proto_table_proto_msgTypes[129] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -10364,7 +10528,7 @@ var file_deephaven_core_proto_table_proto_rawDesc = []byte{ 0x62, 0x61, 0x63, 0x6b, 0x70, 0x6c, 0x61, 0x6e, 0x65, 0x2e, 0x67, 0x72, 0x70, 0x63, 0x2e, 0x55, 0x70, 0x64, 0x61, 0x74, 0x65, 0x42, 0x79, 0x4e, 0x75, 0x6c, 0x6c, 0x42, 0x65, 0x68, 0x61, 0x76, 0x69, 0x6f, 0x72, 0x52, 0x0c, 0x6e, 0x75, 0x6c, 0x6c, 0x42, 0x65, 0x68, 0x61, 0x76, 0x69, 0x6f, - 0x72, 0x22, 0xeb, 0x3e, 0x0a, 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0x65, 0x65, 0x70, 0x68, 0x61, 0x76, + 0x65, 0x6e, 0x2d, 0x63, 0x6f, 0x72, 0x65, 0x2f, 0x67, 0x6f, 0x2f, 0x69, 0x6e, 0x74, 0x65, 0x72, + 0x6e, 0x61, 0x6c, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x2f, 0x74, 0x61, 0x62, 0x6c, 0x65, 0x62, + 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33, } var ( @@ -12749,7 +12959,7 @@ func file_deephaven_core_proto_table_proto_rawDescGZIP() []byte { } var file_deephaven_core_proto_table_proto_enumTypes = make([]protoimpl.EnumInfo, 12) -var file_deephaven_core_proto_table_proto_msgTypes = make([]protoimpl.MessageInfo, 128) +var file_deephaven_core_proto_table_proto_msgTypes = make([]protoimpl.MessageInfo, 130) var file_deephaven_core_proto_table_proto_goTypes = []interface{}{ (BadDataBehavior)(0), // 0: io.deephaven.proto.backplane.grpc.BadDataBehavior (UpdateByNullBehavior)(0), // 1: io.deephaven.proto.backplane.grpc.UpdateByNullBehavior @@ -12833,77 +13043,79 @@ var file_deephaven_core_proto_table_proto_goTypes = []interface{}{ (*UpdateByRequest_UpdateByOptions)(nil), // 79: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOptions (*UpdateByRequest_UpdateByOperation)(nil), // 80: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation (*UpdateByRequest_UpdateByOperation_UpdateByColumn)(nil), // 81: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec)(nil), // 82: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeSum)(nil), // 83: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByCumulativeSum - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeMin)(nil), // 84: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByCumulativeMin - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeMax)(nil), // 85: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByCumulativeMax - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeProduct)(nil), // 86: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByCumulativeProduct - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByFill)(nil), // 87: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByFill - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByEma)(nil), // 88: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEma - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByEms)(nil), // 89: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEms - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByEmMin)(nil), // 90: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmMin - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByEmMax)(nil), // 91: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmMax - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByEmStd)(nil), // 92: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmStd - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByDelta)(nil), // 93: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByDelta - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingSum)(nil), // 94: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingSum - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingGroup)(nil), // 95: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingGroup - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingAvg)(nil), // 96: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingAvg - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingMin)(nil), // 97: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingMin - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingMax)(nil), // 98: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingMax - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingProduct)(nil), // 99: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingProduct - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCount)(nil), // 100: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingCount - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingStd)(nil), // 101: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingStd - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingWAvg)(nil), // 102: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingWAvg - (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingFormula)(nil), // 103: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingFormula - (*ComboAggregateRequest_Aggregate)(nil), // 104: io.deephaven.proto.backplane.grpc.ComboAggregateRequest.Aggregate - (*AggSpec_AggSpecApproximatePercentile)(nil), // 105: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecApproximatePercentile - (*AggSpec_AggSpecCountDistinct)(nil), // 106: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecCountDistinct - (*AggSpec_AggSpecDistinct)(nil), // 107: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecDistinct - (*AggSpec_AggSpecFormula)(nil), // 108: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecFormula - (*AggSpec_AggSpecMedian)(nil), // 109: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecMedian - (*AggSpec_AggSpecPercentile)(nil), // 110: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecPercentile - (*AggSpec_AggSpecSorted)(nil), // 111: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSorted - (*AggSpec_AggSpecSortedColumn)(nil), // 112: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSortedColumn - (*AggSpec_AggSpecTDigest)(nil), // 113: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecTDigest - (*AggSpec_AggSpecUnique)(nil), // 114: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecUnique - (*AggSpec_AggSpecNonUniqueSentinel)(nil), // 115: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecNonUniqueSentinel - (*AggSpec_AggSpecWeighted)(nil), // 116: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecWeighted - (*AggSpec_AggSpecAbsSum)(nil), // 117: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecAbsSum - (*AggSpec_AggSpecAvg)(nil), // 118: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecAvg - (*AggSpec_AggSpecFirst)(nil), // 119: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecFirst - (*AggSpec_AggSpecFreeze)(nil), // 120: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecFreeze - (*AggSpec_AggSpecGroup)(nil), // 121: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecGroup - (*AggSpec_AggSpecLast)(nil), // 122: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecLast - (*AggSpec_AggSpecMax)(nil), // 123: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecMax - (*AggSpec_AggSpecMin)(nil), // 124: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecMin - (*AggSpec_AggSpecStd)(nil), // 125: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecStd - (*AggSpec_AggSpecSum)(nil), // 126: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSum - (*AggSpec_AggSpecVar)(nil), // 127: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecVar - (*Aggregation_AggregationColumns)(nil), // 128: io.deephaven.proto.backplane.grpc.Aggregation.AggregationColumns - (*Aggregation_AggregationCount)(nil), // 129: io.deephaven.proto.backplane.grpc.Aggregation.AggregationCount - (*Aggregation_AggregationCountWhere)(nil), // 130: io.deephaven.proto.backplane.grpc.Aggregation.AggregationCountWhere - (*Aggregation_AggregationRowKey)(nil), // 131: io.deephaven.proto.backplane.grpc.Aggregation.AggregationRowKey - (*Aggregation_AggregationPartition)(nil), // 132: io.deephaven.proto.backplane.grpc.Aggregation.AggregationPartition - (*Aggregation_AggregationFormula)(nil), // 133: io.deephaven.proto.backplane.grpc.Aggregation.AggregationFormula - (*RunChartDownsampleRequest_ZoomRange)(nil), // 134: io.deephaven.proto.backplane.grpc.RunChartDownsampleRequest.ZoomRange - (*CreateInputTableRequest_InputTableKind)(nil), // 135: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind - (*CreateInputTableRequest_InputTableKind_InMemoryAppendOnly)(nil), // 136: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.InMemoryAppendOnly - (*CreateInputTableRequest_InputTableKind_InMemoryKeyBacked)(nil), // 137: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.InMemoryKeyBacked - (*CreateInputTableRequest_InputTableKind_Blink)(nil), // 138: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.Blink - (*BatchTableRequest_Operation)(nil), // 139: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation - (*ticket.Ticket)(nil), // 140: io.deephaven.proto.backplane.grpc.Ticket + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec)(nil), // 82: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeSum)(nil), // 83: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByCumulativeSum + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeMin)(nil), // 84: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByCumulativeMin + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeMax)(nil), // 85: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByCumulativeMax + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeProduct)(nil), // 86: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByCumulativeProduct + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByFill)(nil), // 87: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByFill + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByEma)(nil), // 88: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEma + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByEms)(nil), // 89: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEms + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByEmMin)(nil), // 90: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmMin + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByEmMax)(nil), // 91: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmMax + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByEmStd)(nil), // 92: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmStd + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByDelta)(nil), // 93: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByDelta + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingSum)(nil), // 94: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingSum + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingGroup)(nil), // 95: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingGroup + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingAvg)(nil), // 96: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingAvg + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingMin)(nil), // 97: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingMin + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingMax)(nil), // 98: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingMax + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingProduct)(nil), // 99: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingProduct + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCount)(nil), // 100: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingCount + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingStd)(nil), // 101: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingStd + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingWAvg)(nil), // 102: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingWAvg + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingFormula)(nil), // 103: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingFormula + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere)(nil), // 104: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingCountWhere + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere)(nil), // 105: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByCumulativeCountWhere + (*ComboAggregateRequest_Aggregate)(nil), // 106: io.deephaven.proto.backplane.grpc.ComboAggregateRequest.Aggregate + (*AggSpec_AggSpecApproximatePercentile)(nil), // 107: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecApproximatePercentile + (*AggSpec_AggSpecCountDistinct)(nil), // 108: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecCountDistinct + (*AggSpec_AggSpecDistinct)(nil), // 109: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecDistinct + (*AggSpec_AggSpecFormula)(nil), // 110: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecFormula + (*AggSpec_AggSpecMedian)(nil), // 111: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecMedian + (*AggSpec_AggSpecPercentile)(nil), // 112: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecPercentile + (*AggSpec_AggSpecSorted)(nil), // 113: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSorted + (*AggSpec_AggSpecSortedColumn)(nil), // 114: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSortedColumn + (*AggSpec_AggSpecTDigest)(nil), // 115: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecTDigest + (*AggSpec_AggSpecUnique)(nil), // 116: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecUnique + (*AggSpec_AggSpecNonUniqueSentinel)(nil), // 117: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecNonUniqueSentinel + (*AggSpec_AggSpecWeighted)(nil), // 118: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecWeighted + (*AggSpec_AggSpecAbsSum)(nil), // 119: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecAbsSum + (*AggSpec_AggSpecAvg)(nil), // 120: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecAvg + (*AggSpec_AggSpecFirst)(nil), // 121: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecFirst + (*AggSpec_AggSpecFreeze)(nil), // 122: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecFreeze + (*AggSpec_AggSpecGroup)(nil), // 123: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecGroup + (*AggSpec_AggSpecLast)(nil), // 124: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecLast + (*AggSpec_AggSpecMax)(nil), // 125: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecMax + (*AggSpec_AggSpecMin)(nil), // 126: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecMin + (*AggSpec_AggSpecStd)(nil), // 127: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecStd + (*AggSpec_AggSpecSum)(nil), // 128: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSum + (*AggSpec_AggSpecVar)(nil), // 129: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecVar + (*Aggregation_AggregationColumns)(nil), // 130: io.deephaven.proto.backplane.grpc.Aggregation.AggregationColumns + (*Aggregation_AggregationCount)(nil), // 131: io.deephaven.proto.backplane.grpc.Aggregation.AggregationCount + (*Aggregation_AggregationCountWhere)(nil), // 132: io.deephaven.proto.backplane.grpc.Aggregation.AggregationCountWhere + (*Aggregation_AggregationRowKey)(nil), // 133: io.deephaven.proto.backplane.grpc.Aggregation.AggregationRowKey + (*Aggregation_AggregationPartition)(nil), // 134: io.deephaven.proto.backplane.grpc.Aggregation.AggregationPartition + (*Aggregation_AggregationFormula)(nil), // 135: io.deephaven.proto.backplane.grpc.Aggregation.AggregationFormula + (*RunChartDownsampleRequest_ZoomRange)(nil), // 136: io.deephaven.proto.backplane.grpc.RunChartDownsampleRequest.ZoomRange + (*CreateInputTableRequest_InputTableKind)(nil), // 137: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind + (*CreateInputTableRequest_InputTableKind_InMemoryAppendOnly)(nil), // 138: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.InMemoryAppendOnly + (*CreateInputTableRequest_InputTableKind_InMemoryKeyBacked)(nil), // 139: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.InMemoryKeyBacked + (*CreateInputTableRequest_InputTableKind_Blink)(nil), // 140: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.Blink + (*BatchTableRequest_Operation)(nil), // 141: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation + (*ticket.Ticket)(nil), // 142: io.deephaven.proto.backplane.grpc.Ticket } var file_deephaven_core_proto_table_proto_depIdxs = []int32{ - 140, // 0: io.deephaven.proto.backplane.grpc.TableReference.ticket:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 0: io.deephaven.proto.backplane.grpc.TableReference.ticket:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 1: io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse.result_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 12, // 2: io.deephaven.proto.backplane.grpc.FetchTableRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 3: io.deephaven.proto.backplane.grpc.FetchTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 3: io.deephaven.proto.backplane.grpc.FetchTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 4: io.deephaven.proto.backplane.grpc.ApplyPreviewColumnsRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 5: io.deephaven.proto.backplane.grpc.ApplyPreviewColumnsRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket - 140, // 6: io.deephaven.proto.backplane.grpc.ExportedTableUpdateMessage.export_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket - 140, // 7: io.deephaven.proto.backplane.grpc.EmptyTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket - 140, // 8: io.deephaven.proto.backplane.grpc.TimeTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket - 140, // 9: io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 5: io.deephaven.proto.backplane.grpc.ApplyPreviewColumnsRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 6: io.deephaven.proto.backplane.grpc.ExportedTableUpdateMessage.export_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 7: io.deephaven.proto.backplane.grpc.EmptyTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 8: io.deephaven.proto.backplane.grpc.TimeTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 9: io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 10: io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 5, // 11: io.deephaven.proto.backplane.grpc.MathContext.rounding_mode:type_name -> io.deephaven.proto.backplane.grpc.MathContext.RoundingMode 77, // 12: io.deephaven.proto.backplane.grpc.UpdateByWindowScale.ticks:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale.UpdateByWindowTicks @@ -12915,105 +13127,105 @@ var file_deephaven_core_proto_table_proto_depIdxs = []int32{ 0, // 18: io.deephaven.proto.backplane.grpc.UpdateByEmOptions.on_zero_delta_time:type_name -> io.deephaven.proto.backplane.grpc.BadDataBehavior 22, // 19: io.deephaven.proto.backplane.grpc.UpdateByEmOptions.big_value_context:type_name -> io.deephaven.proto.backplane.grpc.MathContext 1, // 20: io.deephaven.proto.backplane.grpc.UpdateByDeltaOptions.null_behavior:type_name -> io.deephaven.proto.backplane.grpc.UpdateByNullBehavior - 140, // 21: io.deephaven.proto.backplane.grpc.UpdateByRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 21: io.deephaven.proto.backplane.grpc.UpdateByRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 22: io.deephaven.proto.backplane.grpc.UpdateByRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 79, // 23: io.deephaven.proto.backplane.grpc.UpdateByRequest.options:type_name -> io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOptions 80, // 24: io.deephaven.proto.backplane.grpc.UpdateByRequest.operations:type_name -> io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation - 140, // 25: io.deephaven.proto.backplane.grpc.SelectDistinctRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 25: io.deephaven.proto.backplane.grpc.SelectDistinctRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 26: io.deephaven.proto.backplane.grpc.SelectDistinctRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 27: io.deephaven.proto.backplane.grpc.DropColumnsRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 27: io.deephaven.proto.backplane.grpc.DropColumnsRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 28: io.deephaven.proto.backplane.grpc.DropColumnsRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 29: io.deephaven.proto.backplane.grpc.UnstructuredFilterTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 29: io.deephaven.proto.backplane.grpc.UnstructuredFilterTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 30: io.deephaven.proto.backplane.grpc.UnstructuredFilterTableRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 31: io.deephaven.proto.backplane.grpc.HeadOrTailRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 31: io.deephaven.proto.backplane.grpc.HeadOrTailRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 32: io.deephaven.proto.backplane.grpc.HeadOrTailRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 33: io.deephaven.proto.backplane.grpc.HeadOrTailByRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 33: io.deephaven.proto.backplane.grpc.HeadOrTailByRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 34: io.deephaven.proto.backplane.grpc.HeadOrTailByRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 35: io.deephaven.proto.backplane.grpc.UngroupRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 35: io.deephaven.proto.backplane.grpc.UngroupRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 36: io.deephaven.proto.backplane.grpc.UngroupRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 37: io.deephaven.proto.backplane.grpc.MergeTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 37: io.deephaven.proto.backplane.grpc.MergeTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 38: io.deephaven.proto.backplane.grpc.MergeTablesRequest.source_ids:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 39: io.deephaven.proto.backplane.grpc.SnapshotTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 39: io.deephaven.proto.backplane.grpc.SnapshotTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 40: io.deephaven.proto.backplane.grpc.SnapshotTableRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 41: io.deephaven.proto.backplane.grpc.SnapshotWhenTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 41: io.deephaven.proto.backplane.grpc.SnapshotWhenTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 42: io.deephaven.proto.backplane.grpc.SnapshotWhenTableRequest.base_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 12, // 43: io.deephaven.proto.backplane.grpc.SnapshotWhenTableRequest.trigger_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 44: io.deephaven.proto.backplane.grpc.CrossJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 44: io.deephaven.proto.backplane.grpc.CrossJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 45: io.deephaven.proto.backplane.grpc.CrossJoinTablesRequest.left_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 12, // 46: io.deephaven.proto.backplane.grpc.CrossJoinTablesRequest.right_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 47: io.deephaven.proto.backplane.grpc.NaturalJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 47: io.deephaven.proto.backplane.grpc.NaturalJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 48: io.deephaven.proto.backplane.grpc.NaturalJoinTablesRequest.left_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 12, // 49: io.deephaven.proto.backplane.grpc.NaturalJoinTablesRequest.right_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 50: io.deephaven.proto.backplane.grpc.ExactJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 50: io.deephaven.proto.backplane.grpc.ExactJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 51: io.deephaven.proto.backplane.grpc.ExactJoinTablesRequest.left_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 12, // 52: io.deephaven.proto.backplane.grpc.ExactJoinTablesRequest.right_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 53: io.deephaven.proto.backplane.grpc.LeftJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 53: io.deephaven.proto.backplane.grpc.LeftJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 54: io.deephaven.proto.backplane.grpc.LeftJoinTablesRequest.left_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 12, // 55: io.deephaven.proto.backplane.grpc.LeftJoinTablesRequest.right_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 56: io.deephaven.proto.backplane.grpc.AsOfJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 56: io.deephaven.proto.backplane.grpc.AsOfJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 57: io.deephaven.proto.backplane.grpc.AsOfJoinTablesRequest.left_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 12, // 58: io.deephaven.proto.backplane.grpc.AsOfJoinTablesRequest.right_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 6, // 59: io.deephaven.proto.backplane.grpc.AsOfJoinTablesRequest.as_of_match_rule:type_name -> io.deephaven.proto.backplane.grpc.AsOfJoinTablesRequest.MatchRule - 140, // 60: io.deephaven.proto.backplane.grpc.AjRajTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 60: io.deephaven.proto.backplane.grpc.AjRajTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 61: io.deephaven.proto.backplane.grpc.AjRajTablesRequest.left_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 12, // 62: io.deephaven.proto.backplane.grpc.AjRajTablesRequest.right_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 12, // 63: io.deephaven.proto.backplane.grpc.MultiJoinInput.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 64: io.deephaven.proto.backplane.grpc.MultiJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 64: io.deephaven.proto.backplane.grpc.MultiJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 42, // 65: io.deephaven.proto.backplane.grpc.MultiJoinTablesRequest.multi_join_inputs:type_name -> io.deephaven.proto.backplane.grpc.MultiJoinInput - 140, // 66: io.deephaven.proto.backplane.grpc.RangeJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 66: io.deephaven.proto.backplane.grpc.RangeJoinTablesRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 67: io.deephaven.proto.backplane.grpc.RangeJoinTablesRequest.left_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 12, // 68: io.deephaven.proto.backplane.grpc.RangeJoinTablesRequest.right_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 7, // 69: io.deephaven.proto.backplane.grpc.RangeJoinTablesRequest.range_start_rule:type_name -> io.deephaven.proto.backplane.grpc.RangeJoinTablesRequest.RangeStartRule 8, // 70: io.deephaven.proto.backplane.grpc.RangeJoinTablesRequest.range_end_rule:type_name -> io.deephaven.proto.backplane.grpc.RangeJoinTablesRequest.RangeEndRule 49, // 71: io.deephaven.proto.backplane.grpc.RangeJoinTablesRequest.aggregations:type_name -> io.deephaven.proto.backplane.grpc.Aggregation - 140, // 72: io.deephaven.proto.backplane.grpc.ComboAggregateRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 72: io.deephaven.proto.backplane.grpc.ComboAggregateRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 73: io.deephaven.proto.backplane.grpc.ComboAggregateRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 104, // 74: io.deephaven.proto.backplane.grpc.ComboAggregateRequest.aggregates:type_name -> io.deephaven.proto.backplane.grpc.ComboAggregateRequest.Aggregate - 140, // 75: io.deephaven.proto.backplane.grpc.AggregateAllRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 106, // 74: io.deephaven.proto.backplane.grpc.ComboAggregateRequest.aggregates:type_name -> io.deephaven.proto.backplane.grpc.ComboAggregateRequest.Aggregate + 142, // 75: io.deephaven.proto.backplane.grpc.AggregateAllRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 76: io.deephaven.proto.backplane.grpc.AggregateAllRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 47, // 77: io.deephaven.proto.backplane.grpc.AggregateAllRequest.spec:type_name -> io.deephaven.proto.backplane.grpc.AggSpec - 117, // 78: io.deephaven.proto.backplane.grpc.AggSpec.abs_sum:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecAbsSum - 105, // 79: io.deephaven.proto.backplane.grpc.AggSpec.approximate_percentile:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecApproximatePercentile - 118, // 80: io.deephaven.proto.backplane.grpc.AggSpec.avg:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecAvg - 106, // 81: io.deephaven.proto.backplane.grpc.AggSpec.count_distinct:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecCountDistinct - 107, // 82: io.deephaven.proto.backplane.grpc.AggSpec.distinct:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecDistinct - 119, // 83: io.deephaven.proto.backplane.grpc.AggSpec.first:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecFirst - 108, // 84: io.deephaven.proto.backplane.grpc.AggSpec.formula:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecFormula - 120, // 85: io.deephaven.proto.backplane.grpc.AggSpec.freeze:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecFreeze - 121, // 86: io.deephaven.proto.backplane.grpc.AggSpec.group:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecGroup - 122, // 87: io.deephaven.proto.backplane.grpc.AggSpec.last:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecLast - 123, // 88: io.deephaven.proto.backplane.grpc.AggSpec.max:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecMax - 109, // 89: io.deephaven.proto.backplane.grpc.AggSpec.median:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecMedian - 124, // 90: io.deephaven.proto.backplane.grpc.AggSpec.min:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecMin - 110, // 91: io.deephaven.proto.backplane.grpc.AggSpec.percentile:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecPercentile - 111, // 92: io.deephaven.proto.backplane.grpc.AggSpec.sorted_first:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSorted - 111, // 93: io.deephaven.proto.backplane.grpc.AggSpec.sorted_last:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSorted - 125, // 94: io.deephaven.proto.backplane.grpc.AggSpec.std:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecStd - 126, // 95: io.deephaven.proto.backplane.grpc.AggSpec.sum:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSum - 113, // 96: io.deephaven.proto.backplane.grpc.AggSpec.t_digest:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecTDigest - 114, // 97: io.deephaven.proto.backplane.grpc.AggSpec.unique:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecUnique - 116, // 98: io.deephaven.proto.backplane.grpc.AggSpec.weighted_avg:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecWeighted - 116, // 99: io.deephaven.proto.backplane.grpc.AggSpec.weighted_sum:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecWeighted - 127, // 100: io.deephaven.proto.backplane.grpc.AggSpec.var:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecVar - 140, // 101: io.deephaven.proto.backplane.grpc.AggregateRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 119, // 78: io.deephaven.proto.backplane.grpc.AggSpec.abs_sum:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecAbsSum + 107, // 79: io.deephaven.proto.backplane.grpc.AggSpec.approximate_percentile:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecApproximatePercentile + 120, // 80: io.deephaven.proto.backplane.grpc.AggSpec.avg:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecAvg + 108, // 81: io.deephaven.proto.backplane.grpc.AggSpec.count_distinct:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecCountDistinct + 109, // 82: io.deephaven.proto.backplane.grpc.AggSpec.distinct:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecDistinct + 121, // 83: io.deephaven.proto.backplane.grpc.AggSpec.first:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecFirst + 110, // 84: io.deephaven.proto.backplane.grpc.AggSpec.formula:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecFormula + 122, // 85: io.deephaven.proto.backplane.grpc.AggSpec.freeze:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecFreeze + 123, // 86: io.deephaven.proto.backplane.grpc.AggSpec.group:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecGroup + 124, // 87: io.deephaven.proto.backplane.grpc.AggSpec.last:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecLast + 125, // 88: io.deephaven.proto.backplane.grpc.AggSpec.max:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecMax + 111, // 89: io.deephaven.proto.backplane.grpc.AggSpec.median:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecMedian + 126, // 90: io.deephaven.proto.backplane.grpc.AggSpec.min:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecMin + 112, // 91: io.deephaven.proto.backplane.grpc.AggSpec.percentile:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecPercentile + 113, // 92: io.deephaven.proto.backplane.grpc.AggSpec.sorted_first:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSorted + 113, // 93: io.deephaven.proto.backplane.grpc.AggSpec.sorted_last:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSorted + 127, // 94: io.deephaven.proto.backplane.grpc.AggSpec.std:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecStd + 128, // 95: io.deephaven.proto.backplane.grpc.AggSpec.sum:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSum + 115, // 96: io.deephaven.proto.backplane.grpc.AggSpec.t_digest:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecTDigest + 116, // 97: io.deephaven.proto.backplane.grpc.AggSpec.unique:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecUnique + 118, // 98: io.deephaven.proto.backplane.grpc.AggSpec.weighted_avg:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecWeighted + 118, // 99: io.deephaven.proto.backplane.grpc.AggSpec.weighted_sum:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecWeighted + 129, // 100: io.deephaven.proto.backplane.grpc.AggSpec.var:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecVar + 142, // 101: io.deephaven.proto.backplane.grpc.AggregateRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 102: io.deephaven.proto.backplane.grpc.AggregateRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 12, // 103: io.deephaven.proto.backplane.grpc.AggregateRequest.initial_groups_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 49, // 104: io.deephaven.proto.backplane.grpc.AggregateRequest.aggregations:type_name -> io.deephaven.proto.backplane.grpc.Aggregation - 128, // 105: io.deephaven.proto.backplane.grpc.Aggregation.columns:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationColumns - 129, // 106: io.deephaven.proto.backplane.grpc.Aggregation.count:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationCount - 131, // 107: io.deephaven.proto.backplane.grpc.Aggregation.first_row_key:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationRowKey - 131, // 108: io.deephaven.proto.backplane.grpc.Aggregation.last_row_key:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationRowKey - 132, // 109: io.deephaven.proto.backplane.grpc.Aggregation.partition:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationPartition - 133, // 110: io.deephaven.proto.backplane.grpc.Aggregation.formula:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationFormula - 130, // 111: io.deephaven.proto.backplane.grpc.Aggregation.count_where:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationCountWhere + 130, // 105: io.deephaven.proto.backplane.grpc.Aggregation.columns:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationColumns + 131, // 106: io.deephaven.proto.backplane.grpc.Aggregation.count:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationCount + 133, // 107: io.deephaven.proto.backplane.grpc.Aggregation.first_row_key:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationRowKey + 133, // 108: io.deephaven.proto.backplane.grpc.Aggregation.last_row_key:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationRowKey + 134, // 109: io.deephaven.proto.backplane.grpc.Aggregation.partition:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationPartition + 135, // 110: io.deephaven.proto.backplane.grpc.Aggregation.formula:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationFormula + 132, // 111: io.deephaven.proto.backplane.grpc.Aggregation.count_where:type_name -> io.deephaven.proto.backplane.grpc.Aggregation.AggregationCountWhere 10, // 112: io.deephaven.proto.backplane.grpc.SortDescriptor.direction:type_name -> io.deephaven.proto.backplane.grpc.SortDescriptor.SortDirection - 140, // 113: io.deephaven.proto.backplane.grpc.SortTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 113: io.deephaven.proto.backplane.grpc.SortTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 114: io.deephaven.proto.backplane.grpc.SortTableRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 50, // 115: io.deephaven.proto.backplane.grpc.SortTableRequest.sorts:type_name -> io.deephaven.proto.backplane.grpc.SortDescriptor - 140, // 116: io.deephaven.proto.backplane.grpc.FilterTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 116: io.deephaven.proto.backplane.grpc.FilterTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 117: io.deephaven.proto.backplane.grpc.FilterTableRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 58, // 118: io.deephaven.proto.backplane.grpc.FilterTableRequest.filters:type_name -> io.deephaven.proto.backplane.grpc.Condition - 140, // 119: io.deephaven.proto.backplane.grpc.SeekRowRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 119: io.deephaven.proto.backplane.grpc.SeekRowRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 56, // 120: io.deephaven.proto.backplane.grpc.SeekRowRequest.seek_value:type_name -> io.deephaven.proto.backplane.grpc.Literal 55, // 121: io.deephaven.proto.backplane.grpc.Value.reference:type_name -> io.deephaven.proto.backplane.grpc.Reference 56, // 122: io.deephaven.proto.backplane.grpc.Value.literal:type_name -> io.deephaven.proto.backplane.grpc.Literal @@ -13048,24 +13260,24 @@ var file_deephaven_core_proto_table_proto_depIdxs = []int32{ 3, // 151: io.deephaven.proto.backplane.grpc.ContainsCondition.case_sensitivity:type_name -> io.deephaven.proto.backplane.grpc.CaseSensitivity 4, // 152: io.deephaven.proto.backplane.grpc.ContainsCondition.match_type:type_name -> io.deephaven.proto.backplane.grpc.MatchType 55, // 153: io.deephaven.proto.backplane.grpc.SearchCondition.optional_references:type_name -> io.deephaven.proto.backplane.grpc.Reference - 140, // 154: io.deephaven.proto.backplane.grpc.FlattenRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 154: io.deephaven.proto.backplane.grpc.FlattenRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 155: io.deephaven.proto.backplane.grpc.FlattenRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 156: io.deephaven.proto.backplane.grpc.MetaTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 156: io.deephaven.proto.backplane.grpc.MetaTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 157: io.deephaven.proto.backplane.grpc.MetaTableRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 158: io.deephaven.proto.backplane.grpc.RunChartDownsampleRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 158: io.deephaven.proto.backplane.grpc.RunChartDownsampleRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 159: io.deephaven.proto.backplane.grpc.RunChartDownsampleRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 134, // 160: io.deephaven.proto.backplane.grpc.RunChartDownsampleRequest.zoom_range:type_name -> io.deephaven.proto.backplane.grpc.RunChartDownsampleRequest.ZoomRange - 140, // 161: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 136, // 160: io.deephaven.proto.backplane.grpc.RunChartDownsampleRequest.zoom_range:type_name -> io.deephaven.proto.backplane.grpc.RunChartDownsampleRequest.ZoomRange + 142, // 161: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 162: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.source_table_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 135, // 163: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.kind:type_name -> io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind - 140, // 164: io.deephaven.proto.backplane.grpc.WhereInRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 137, // 163: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.kind:type_name -> io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind + 142, // 164: io.deephaven.proto.backplane.grpc.WhereInRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 165: io.deephaven.proto.backplane.grpc.WhereInRequest.left_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference 12, // 166: io.deephaven.proto.backplane.grpc.WhereInRequest.right_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 167: io.deephaven.proto.backplane.grpc.ColumnStatisticsRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 167: io.deephaven.proto.backplane.grpc.ColumnStatisticsRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 168: io.deephaven.proto.backplane.grpc.ColumnStatisticsRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 140, // 169: io.deephaven.proto.backplane.grpc.SliceRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket + 142, // 169: io.deephaven.proto.backplane.grpc.SliceRequest.result_id:type_name -> io.deephaven.proto.backplane.grpc.Ticket 12, // 170: io.deephaven.proto.backplane.grpc.SliceRequest.source_id:type_name -> io.deephaven.proto.backplane.grpc.TableReference - 139, // 171: io.deephaven.proto.backplane.grpc.BatchTableRequest.ops:type_name -> io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation + 141, // 171: io.deephaven.proto.backplane.grpc.BatchTableRequest.ops:type_name -> io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation 22, // 172: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOptions.math_context:type_name -> io.deephaven.proto.backplane.grpc.MathContext 81, // 173: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.column:type_name -> io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn 82, // 174: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.spec:type_name -> io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec @@ -13090,185 +13302,189 @@ var file_deephaven_core_proto_table_proto_depIdxs = []int32{ 101, // 193: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.rolling_std:type_name -> io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingStd 102, // 194: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.rolling_wavg:type_name -> io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingWAvg 103, // 195: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.rolling_formula:type_name -> io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingFormula - 24, // 196: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEma.options:type_name -> io.deephaven.proto.backplane.grpc.UpdateByEmOptions - 23, // 197: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEma.window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 24, // 198: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEms.options:type_name -> io.deephaven.proto.backplane.grpc.UpdateByEmOptions - 23, // 199: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEms.window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 24, // 200: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmMin.options:type_name -> io.deephaven.proto.backplane.grpc.UpdateByEmOptions - 23, // 201: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmMin.window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 24, // 202: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmMax.options:type_name -> io.deephaven.proto.backplane.grpc.UpdateByEmOptions - 23, // 203: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmMax.window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 24, // 204: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmStd.options:type_name -> io.deephaven.proto.backplane.grpc.UpdateByEmOptions - 23, // 205: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmStd.window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 25, // 206: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByDelta.options:type_name -> io.deephaven.proto.backplane.grpc.UpdateByDeltaOptions - 23, // 207: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingSum.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 208: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingSum.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 209: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingGroup.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 210: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingGroup.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 211: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingAvg.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 212: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingAvg.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 213: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingMin.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 214: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingMin.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 215: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingMax.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 216: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingMax.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 217: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingProduct.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 218: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingProduct.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 219: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingCount.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 220: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingCount.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 221: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingStd.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 222: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingStd.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 223: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingWAvg.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 224: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingWAvg.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 225: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingFormula.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 23, // 226: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingFormula.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale - 9, // 227: io.deephaven.proto.backplane.grpc.ComboAggregateRequest.Aggregate.type:type_name -> io.deephaven.proto.backplane.grpc.ComboAggregateRequest.AggType - 112, // 228: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSorted.columns:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSortedColumn - 115, // 229: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecUnique.non_unique_sentinel:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecNonUniqueSentinel - 2, // 230: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecNonUniqueSentinel.null_value:type_name -> io.deephaven.proto.backplane.grpc.NullValue - 47, // 231: io.deephaven.proto.backplane.grpc.Aggregation.AggregationColumns.spec:type_name -> io.deephaven.proto.backplane.grpc.AggSpec - 21, // 232: io.deephaven.proto.backplane.grpc.Aggregation.AggregationFormula.selectable:type_name -> io.deephaven.proto.backplane.grpc.Selectable - 136, // 233: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.in_memory_append_only:type_name -> io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.InMemoryAppendOnly - 137, // 234: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.in_memory_key_backed:type_name -> io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.InMemoryKeyBacked - 138, // 235: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.blink:type_name -> io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.Blink - 18, // 236: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.empty_table:type_name -> io.deephaven.proto.backplane.grpc.EmptyTableRequest - 19, // 237: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.time_table:type_name -> io.deephaven.proto.backplane.grpc.TimeTableRequest - 28, // 238: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.drop_columns:type_name -> io.deephaven.proto.backplane.grpc.DropColumnsRequest - 20, // 239: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.update:type_name -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest - 20, // 240: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.lazy_update:type_name -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest - 20, // 241: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.view:type_name -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest - 20, // 242: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.update_view:type_name -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest - 20, // 243: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.select:type_name -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest - 27, // 244: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.select_distinct:type_name -> io.deephaven.proto.backplane.grpc.SelectDistinctRequest - 52, // 245: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.filter:type_name -> io.deephaven.proto.backplane.grpc.FilterTableRequest - 29, // 246: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.unstructured_filter:type_name -> io.deephaven.proto.backplane.grpc.UnstructuredFilterTableRequest - 51, // 247: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.sort:type_name -> io.deephaven.proto.backplane.grpc.SortTableRequest - 30, // 248: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.head:type_name -> io.deephaven.proto.backplane.grpc.HeadOrTailRequest - 30, // 249: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.tail:type_name -> io.deephaven.proto.backplane.grpc.HeadOrTailRequest - 31, // 250: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.head_by:type_name -> io.deephaven.proto.backplane.grpc.HeadOrTailByRequest - 31, // 251: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.tail_by:type_name -> io.deephaven.proto.backplane.grpc.HeadOrTailByRequest - 32, // 252: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.ungroup:type_name -> io.deephaven.proto.backplane.grpc.UngroupRequest - 33, // 253: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.merge:type_name -> io.deephaven.proto.backplane.grpc.MergeTablesRequest - 45, // 254: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.combo_aggregate:type_name -> io.deephaven.proto.backplane.grpc.ComboAggregateRequest - 69, // 255: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.flatten:type_name -> io.deephaven.proto.backplane.grpc.FlattenRequest - 71, // 256: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.run_chart_downsample:type_name -> io.deephaven.proto.backplane.grpc.RunChartDownsampleRequest - 36, // 257: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.cross_join:type_name -> io.deephaven.proto.backplane.grpc.CrossJoinTablesRequest - 37, // 258: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.natural_join:type_name -> io.deephaven.proto.backplane.grpc.NaturalJoinTablesRequest - 38, // 259: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.exact_join:type_name -> io.deephaven.proto.backplane.grpc.ExactJoinTablesRequest - 39, // 260: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.left_join:type_name -> io.deephaven.proto.backplane.grpc.LeftJoinTablesRequest - 40, // 261: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.as_of_join:type_name -> io.deephaven.proto.backplane.grpc.AsOfJoinTablesRequest - 14, // 262: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.fetch_table:type_name -> io.deephaven.proto.backplane.grpc.FetchTableRequest - 15, // 263: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.apply_preview_columns:type_name -> io.deephaven.proto.backplane.grpc.ApplyPreviewColumnsRequest - 72, // 264: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.create_input_table:type_name -> io.deephaven.proto.backplane.grpc.CreateInputTableRequest - 26, // 265: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.update_by:type_name -> io.deephaven.proto.backplane.grpc.UpdateByRequest - 73, // 266: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.where_in:type_name -> io.deephaven.proto.backplane.grpc.WhereInRequest - 46, // 267: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.aggregate_all:type_name -> io.deephaven.proto.backplane.grpc.AggregateAllRequest - 48, // 268: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.aggregate:type_name -> io.deephaven.proto.backplane.grpc.AggregateRequest - 34, // 269: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.snapshot:type_name -> io.deephaven.proto.backplane.grpc.SnapshotTableRequest - 35, // 270: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.snapshot_when:type_name -> io.deephaven.proto.backplane.grpc.SnapshotWhenTableRequest - 70, // 271: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.meta_table:type_name -> io.deephaven.proto.backplane.grpc.MetaTableRequest - 44, // 272: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.range_join:type_name -> io.deephaven.proto.backplane.grpc.RangeJoinTablesRequest - 41, // 273: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.aj:type_name -> io.deephaven.proto.backplane.grpc.AjRajTablesRequest - 41, // 274: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.raj:type_name -> io.deephaven.proto.backplane.grpc.AjRajTablesRequest - 74, // 275: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.column_statistics:type_name -> io.deephaven.proto.backplane.grpc.ColumnStatisticsRequest - 43, // 276: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.multi_join:type_name -> io.deephaven.proto.backplane.grpc.MultiJoinTablesRequest - 75, // 277: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.slice:type_name -> io.deephaven.proto.backplane.grpc.SliceRequest - 140, // 278: io.deephaven.proto.backplane.grpc.TableService.GetExportedTableCreationResponse:input_type -> io.deephaven.proto.backplane.grpc.Ticket - 14, // 279: io.deephaven.proto.backplane.grpc.TableService.FetchTable:input_type -> io.deephaven.proto.backplane.grpc.FetchTableRequest - 15, // 280: io.deephaven.proto.backplane.grpc.TableService.ApplyPreviewColumns:input_type -> io.deephaven.proto.backplane.grpc.ApplyPreviewColumnsRequest - 18, // 281: io.deephaven.proto.backplane.grpc.TableService.EmptyTable:input_type -> io.deephaven.proto.backplane.grpc.EmptyTableRequest - 19, // 282: io.deephaven.proto.backplane.grpc.TableService.TimeTable:input_type -> io.deephaven.proto.backplane.grpc.TimeTableRequest - 28, // 283: io.deephaven.proto.backplane.grpc.TableService.DropColumns:input_type -> io.deephaven.proto.backplane.grpc.DropColumnsRequest - 20, // 284: io.deephaven.proto.backplane.grpc.TableService.Update:input_type -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest - 20, // 285: io.deephaven.proto.backplane.grpc.TableService.LazyUpdate:input_type -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest - 20, // 286: io.deephaven.proto.backplane.grpc.TableService.View:input_type -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest - 20, // 287: io.deephaven.proto.backplane.grpc.TableService.UpdateView:input_type -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest - 20, // 288: io.deephaven.proto.backplane.grpc.TableService.Select:input_type -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest - 26, // 289: io.deephaven.proto.backplane.grpc.TableService.UpdateBy:input_type -> io.deephaven.proto.backplane.grpc.UpdateByRequest - 27, // 290: io.deephaven.proto.backplane.grpc.TableService.SelectDistinct:input_type -> io.deephaven.proto.backplane.grpc.SelectDistinctRequest - 52, // 291: io.deephaven.proto.backplane.grpc.TableService.Filter:input_type -> io.deephaven.proto.backplane.grpc.FilterTableRequest - 29, // 292: io.deephaven.proto.backplane.grpc.TableService.UnstructuredFilter:input_type -> io.deephaven.proto.backplane.grpc.UnstructuredFilterTableRequest - 51, // 293: io.deephaven.proto.backplane.grpc.TableService.Sort:input_type -> io.deephaven.proto.backplane.grpc.SortTableRequest - 30, // 294: io.deephaven.proto.backplane.grpc.TableService.Head:input_type -> io.deephaven.proto.backplane.grpc.HeadOrTailRequest - 30, // 295: io.deephaven.proto.backplane.grpc.TableService.Tail:input_type -> io.deephaven.proto.backplane.grpc.HeadOrTailRequest - 31, // 296: io.deephaven.proto.backplane.grpc.TableService.HeadBy:input_type -> io.deephaven.proto.backplane.grpc.HeadOrTailByRequest - 31, // 297: io.deephaven.proto.backplane.grpc.TableService.TailBy:input_type -> io.deephaven.proto.backplane.grpc.HeadOrTailByRequest - 32, // 298: io.deephaven.proto.backplane.grpc.TableService.Ungroup:input_type -> io.deephaven.proto.backplane.grpc.UngroupRequest - 33, // 299: io.deephaven.proto.backplane.grpc.TableService.MergeTables:input_type -> io.deephaven.proto.backplane.grpc.MergeTablesRequest - 36, // 300: io.deephaven.proto.backplane.grpc.TableService.CrossJoinTables:input_type -> io.deephaven.proto.backplane.grpc.CrossJoinTablesRequest - 37, // 301: io.deephaven.proto.backplane.grpc.TableService.NaturalJoinTables:input_type -> io.deephaven.proto.backplane.grpc.NaturalJoinTablesRequest - 38, // 302: io.deephaven.proto.backplane.grpc.TableService.ExactJoinTables:input_type -> io.deephaven.proto.backplane.grpc.ExactJoinTablesRequest - 39, // 303: io.deephaven.proto.backplane.grpc.TableService.LeftJoinTables:input_type -> io.deephaven.proto.backplane.grpc.LeftJoinTablesRequest - 40, // 304: io.deephaven.proto.backplane.grpc.TableService.AsOfJoinTables:input_type -> io.deephaven.proto.backplane.grpc.AsOfJoinTablesRequest - 41, // 305: io.deephaven.proto.backplane.grpc.TableService.AjTables:input_type -> io.deephaven.proto.backplane.grpc.AjRajTablesRequest - 41, // 306: io.deephaven.proto.backplane.grpc.TableService.RajTables:input_type -> io.deephaven.proto.backplane.grpc.AjRajTablesRequest - 43, // 307: io.deephaven.proto.backplane.grpc.TableService.MultiJoinTables:input_type -> io.deephaven.proto.backplane.grpc.MultiJoinTablesRequest - 44, // 308: io.deephaven.proto.backplane.grpc.TableService.RangeJoinTables:input_type -> io.deephaven.proto.backplane.grpc.RangeJoinTablesRequest - 45, // 309: io.deephaven.proto.backplane.grpc.TableService.ComboAggregate:input_type -> io.deephaven.proto.backplane.grpc.ComboAggregateRequest - 46, // 310: io.deephaven.proto.backplane.grpc.TableService.AggregateAll:input_type -> io.deephaven.proto.backplane.grpc.AggregateAllRequest - 48, // 311: io.deephaven.proto.backplane.grpc.TableService.Aggregate:input_type -> io.deephaven.proto.backplane.grpc.AggregateRequest - 34, // 312: io.deephaven.proto.backplane.grpc.TableService.Snapshot:input_type -> io.deephaven.proto.backplane.grpc.SnapshotTableRequest - 35, // 313: io.deephaven.proto.backplane.grpc.TableService.SnapshotWhen:input_type -> io.deephaven.proto.backplane.grpc.SnapshotWhenTableRequest - 69, // 314: io.deephaven.proto.backplane.grpc.TableService.Flatten:input_type -> io.deephaven.proto.backplane.grpc.FlattenRequest - 71, // 315: io.deephaven.proto.backplane.grpc.TableService.RunChartDownsample:input_type -> io.deephaven.proto.backplane.grpc.RunChartDownsampleRequest - 72, // 316: io.deephaven.proto.backplane.grpc.TableService.CreateInputTable:input_type -> io.deephaven.proto.backplane.grpc.CreateInputTableRequest - 73, // 317: io.deephaven.proto.backplane.grpc.TableService.WhereIn:input_type -> io.deephaven.proto.backplane.grpc.WhereInRequest - 76, // 318: io.deephaven.proto.backplane.grpc.TableService.Batch:input_type -> io.deephaven.proto.backplane.grpc.BatchTableRequest - 16, // 319: io.deephaven.proto.backplane.grpc.TableService.ExportedTableUpdates:input_type -> io.deephaven.proto.backplane.grpc.ExportedTableUpdatesRequest - 53, // 320: io.deephaven.proto.backplane.grpc.TableService.SeekRow:input_type -> io.deephaven.proto.backplane.grpc.SeekRowRequest - 70, // 321: io.deephaven.proto.backplane.grpc.TableService.MetaTable:input_type -> io.deephaven.proto.backplane.grpc.MetaTableRequest - 74, // 322: io.deephaven.proto.backplane.grpc.TableService.ComputeColumnStatistics:input_type -> io.deephaven.proto.backplane.grpc.ColumnStatisticsRequest - 75, // 323: io.deephaven.proto.backplane.grpc.TableService.Slice:input_type -> io.deephaven.proto.backplane.grpc.SliceRequest - 13, // 324: io.deephaven.proto.backplane.grpc.TableService.GetExportedTableCreationResponse:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 325: io.deephaven.proto.backplane.grpc.TableService.FetchTable:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 326: io.deephaven.proto.backplane.grpc.TableService.ApplyPreviewColumns:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 327: io.deephaven.proto.backplane.grpc.TableService.EmptyTable:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 328: io.deephaven.proto.backplane.grpc.TableService.TimeTable:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 329: io.deephaven.proto.backplane.grpc.TableService.DropColumns:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 330: io.deephaven.proto.backplane.grpc.TableService.Update:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 331: io.deephaven.proto.backplane.grpc.TableService.LazyUpdate:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 332: io.deephaven.proto.backplane.grpc.TableService.View:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 333: io.deephaven.proto.backplane.grpc.TableService.UpdateView:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 334: io.deephaven.proto.backplane.grpc.TableService.Select:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 335: io.deephaven.proto.backplane.grpc.TableService.UpdateBy:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 336: io.deephaven.proto.backplane.grpc.TableService.SelectDistinct:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 337: io.deephaven.proto.backplane.grpc.TableService.Filter:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 338: io.deephaven.proto.backplane.grpc.TableService.UnstructuredFilter:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 339: io.deephaven.proto.backplane.grpc.TableService.Sort:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 340: io.deephaven.proto.backplane.grpc.TableService.Head:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 341: io.deephaven.proto.backplane.grpc.TableService.Tail:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 342: io.deephaven.proto.backplane.grpc.TableService.HeadBy:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 343: io.deephaven.proto.backplane.grpc.TableService.TailBy:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 344: io.deephaven.proto.backplane.grpc.TableService.Ungroup:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 345: io.deephaven.proto.backplane.grpc.TableService.MergeTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 346: io.deephaven.proto.backplane.grpc.TableService.CrossJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 347: io.deephaven.proto.backplane.grpc.TableService.NaturalJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 348: io.deephaven.proto.backplane.grpc.TableService.ExactJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 349: io.deephaven.proto.backplane.grpc.TableService.LeftJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 350: io.deephaven.proto.backplane.grpc.TableService.AsOfJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 351: io.deephaven.proto.backplane.grpc.TableService.AjTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 352: io.deephaven.proto.backplane.grpc.TableService.RajTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 353: io.deephaven.proto.backplane.grpc.TableService.MultiJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 354: io.deephaven.proto.backplane.grpc.TableService.RangeJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 355: io.deephaven.proto.backplane.grpc.TableService.ComboAggregate:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 356: io.deephaven.proto.backplane.grpc.TableService.AggregateAll:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 357: io.deephaven.proto.backplane.grpc.TableService.Aggregate:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 358: io.deephaven.proto.backplane.grpc.TableService.Snapshot:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 359: io.deephaven.proto.backplane.grpc.TableService.SnapshotWhen:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 360: io.deephaven.proto.backplane.grpc.TableService.Flatten:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 361: io.deephaven.proto.backplane.grpc.TableService.RunChartDownsample:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 362: io.deephaven.proto.backplane.grpc.TableService.CreateInputTable:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 363: io.deephaven.proto.backplane.grpc.TableService.WhereIn:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 364: io.deephaven.proto.backplane.grpc.TableService.Batch:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 17, // 365: io.deephaven.proto.backplane.grpc.TableService.ExportedTableUpdates:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableUpdateMessage - 54, // 366: io.deephaven.proto.backplane.grpc.TableService.SeekRow:output_type -> io.deephaven.proto.backplane.grpc.SeekRowResponse - 13, // 367: io.deephaven.proto.backplane.grpc.TableService.MetaTable:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 368: io.deephaven.proto.backplane.grpc.TableService.ComputeColumnStatistics:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 13, // 369: io.deephaven.proto.backplane.grpc.TableService.Slice:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse - 324, // [324:370] is the sub-list for method output_type - 278, // [278:324] is the sub-list for method input_type - 278, // [278:278] is the sub-list for extension type_name - 278, // [278:278] is the sub-list for extension extendee - 0, // [0:278] is the sub-list for field type_name + 104, // 196: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.rolling_count_where:type_name -> io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingCountWhere + 105, // 197: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.count_where:type_name -> io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByCumulativeCountWhere + 24, // 198: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEma.options:type_name -> io.deephaven.proto.backplane.grpc.UpdateByEmOptions + 23, // 199: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEma.window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 24, // 200: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEms.options:type_name -> io.deephaven.proto.backplane.grpc.UpdateByEmOptions + 23, // 201: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEms.window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 24, // 202: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmMin.options:type_name -> io.deephaven.proto.backplane.grpc.UpdateByEmOptions + 23, // 203: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmMin.window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 24, // 204: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmMax.options:type_name -> io.deephaven.proto.backplane.grpc.UpdateByEmOptions + 23, // 205: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmMax.window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 24, // 206: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmStd.options:type_name -> io.deephaven.proto.backplane.grpc.UpdateByEmOptions + 23, // 207: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByEmStd.window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 25, // 208: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByDelta.options:type_name -> io.deephaven.proto.backplane.grpc.UpdateByDeltaOptions + 23, // 209: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingSum.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 210: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingSum.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 211: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingGroup.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 212: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingGroup.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 213: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingAvg.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 214: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingAvg.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 215: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingMin.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 216: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingMin.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 217: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingMax.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 218: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingMax.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 219: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingProduct.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 220: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingProduct.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 221: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingCount.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 222: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingCount.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 223: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingStd.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 224: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingStd.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 225: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingWAvg.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 226: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingWAvg.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 227: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingFormula.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 228: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingFormula.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 229: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingCountWhere.reverse_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 23, // 230: io.deephaven.proto.backplane.grpc.UpdateByRequest.UpdateByOperation.UpdateByColumn.UpdateBySpec.UpdateByRollingCountWhere.forward_window_scale:type_name -> io.deephaven.proto.backplane.grpc.UpdateByWindowScale + 9, // 231: io.deephaven.proto.backplane.grpc.ComboAggregateRequest.Aggregate.type:type_name -> io.deephaven.proto.backplane.grpc.ComboAggregateRequest.AggType + 114, // 232: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSorted.columns:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecSortedColumn + 117, // 233: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecUnique.non_unique_sentinel:type_name -> io.deephaven.proto.backplane.grpc.AggSpec.AggSpecNonUniqueSentinel + 2, // 234: io.deephaven.proto.backplane.grpc.AggSpec.AggSpecNonUniqueSentinel.null_value:type_name -> io.deephaven.proto.backplane.grpc.NullValue + 47, // 235: io.deephaven.proto.backplane.grpc.Aggregation.AggregationColumns.spec:type_name -> io.deephaven.proto.backplane.grpc.AggSpec + 21, // 236: io.deephaven.proto.backplane.grpc.Aggregation.AggregationFormula.selectable:type_name -> io.deephaven.proto.backplane.grpc.Selectable + 138, // 237: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.in_memory_append_only:type_name -> io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.InMemoryAppendOnly + 139, // 238: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.in_memory_key_backed:type_name -> io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.InMemoryKeyBacked + 140, // 239: io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.blink:type_name -> io.deephaven.proto.backplane.grpc.CreateInputTableRequest.InputTableKind.Blink + 18, // 240: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.empty_table:type_name -> io.deephaven.proto.backplane.grpc.EmptyTableRequest + 19, // 241: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.time_table:type_name -> io.deephaven.proto.backplane.grpc.TimeTableRequest + 28, // 242: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.drop_columns:type_name -> io.deephaven.proto.backplane.grpc.DropColumnsRequest + 20, // 243: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.update:type_name -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest + 20, // 244: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.lazy_update:type_name -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest + 20, // 245: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.view:type_name -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest + 20, // 246: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.update_view:type_name -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest + 20, // 247: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.select:type_name -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest + 27, // 248: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.select_distinct:type_name -> io.deephaven.proto.backplane.grpc.SelectDistinctRequest + 52, // 249: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.filter:type_name -> io.deephaven.proto.backplane.grpc.FilterTableRequest + 29, // 250: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.unstructured_filter:type_name -> io.deephaven.proto.backplane.grpc.UnstructuredFilterTableRequest + 51, // 251: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.sort:type_name -> io.deephaven.proto.backplane.grpc.SortTableRequest + 30, // 252: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.head:type_name -> io.deephaven.proto.backplane.grpc.HeadOrTailRequest + 30, // 253: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.tail:type_name -> io.deephaven.proto.backplane.grpc.HeadOrTailRequest + 31, // 254: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.head_by:type_name -> io.deephaven.proto.backplane.grpc.HeadOrTailByRequest + 31, // 255: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.tail_by:type_name -> io.deephaven.proto.backplane.grpc.HeadOrTailByRequest + 32, // 256: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.ungroup:type_name -> io.deephaven.proto.backplane.grpc.UngroupRequest + 33, // 257: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.merge:type_name -> io.deephaven.proto.backplane.grpc.MergeTablesRequest + 45, // 258: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.combo_aggregate:type_name -> io.deephaven.proto.backplane.grpc.ComboAggregateRequest + 69, // 259: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.flatten:type_name -> io.deephaven.proto.backplane.grpc.FlattenRequest + 71, // 260: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.run_chart_downsample:type_name -> io.deephaven.proto.backplane.grpc.RunChartDownsampleRequest + 36, // 261: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.cross_join:type_name -> io.deephaven.proto.backplane.grpc.CrossJoinTablesRequest + 37, // 262: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.natural_join:type_name -> io.deephaven.proto.backplane.grpc.NaturalJoinTablesRequest + 38, // 263: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.exact_join:type_name -> io.deephaven.proto.backplane.grpc.ExactJoinTablesRequest + 39, // 264: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.left_join:type_name -> io.deephaven.proto.backplane.grpc.LeftJoinTablesRequest + 40, // 265: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.as_of_join:type_name -> io.deephaven.proto.backplane.grpc.AsOfJoinTablesRequest + 14, // 266: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.fetch_table:type_name -> io.deephaven.proto.backplane.grpc.FetchTableRequest + 15, // 267: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.apply_preview_columns:type_name -> io.deephaven.proto.backplane.grpc.ApplyPreviewColumnsRequest + 72, // 268: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.create_input_table:type_name -> io.deephaven.proto.backplane.grpc.CreateInputTableRequest + 26, // 269: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.update_by:type_name -> io.deephaven.proto.backplane.grpc.UpdateByRequest + 73, // 270: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.where_in:type_name -> io.deephaven.proto.backplane.grpc.WhereInRequest + 46, // 271: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.aggregate_all:type_name -> io.deephaven.proto.backplane.grpc.AggregateAllRequest + 48, // 272: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.aggregate:type_name -> io.deephaven.proto.backplane.grpc.AggregateRequest + 34, // 273: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.snapshot:type_name -> io.deephaven.proto.backplane.grpc.SnapshotTableRequest + 35, // 274: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.snapshot_when:type_name -> io.deephaven.proto.backplane.grpc.SnapshotWhenTableRequest + 70, // 275: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.meta_table:type_name -> io.deephaven.proto.backplane.grpc.MetaTableRequest + 44, // 276: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.range_join:type_name -> io.deephaven.proto.backplane.grpc.RangeJoinTablesRequest + 41, // 277: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.aj:type_name -> io.deephaven.proto.backplane.grpc.AjRajTablesRequest + 41, // 278: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.raj:type_name -> io.deephaven.proto.backplane.grpc.AjRajTablesRequest + 74, // 279: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.column_statistics:type_name -> io.deephaven.proto.backplane.grpc.ColumnStatisticsRequest + 43, // 280: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.multi_join:type_name -> io.deephaven.proto.backplane.grpc.MultiJoinTablesRequest + 75, // 281: io.deephaven.proto.backplane.grpc.BatchTableRequest.Operation.slice:type_name -> io.deephaven.proto.backplane.grpc.SliceRequest + 142, // 282: io.deephaven.proto.backplane.grpc.TableService.GetExportedTableCreationResponse:input_type -> io.deephaven.proto.backplane.grpc.Ticket + 14, // 283: io.deephaven.proto.backplane.grpc.TableService.FetchTable:input_type -> io.deephaven.proto.backplane.grpc.FetchTableRequest + 15, // 284: io.deephaven.proto.backplane.grpc.TableService.ApplyPreviewColumns:input_type -> io.deephaven.proto.backplane.grpc.ApplyPreviewColumnsRequest + 18, // 285: io.deephaven.proto.backplane.grpc.TableService.EmptyTable:input_type -> io.deephaven.proto.backplane.grpc.EmptyTableRequest + 19, // 286: io.deephaven.proto.backplane.grpc.TableService.TimeTable:input_type -> io.deephaven.proto.backplane.grpc.TimeTableRequest + 28, // 287: io.deephaven.proto.backplane.grpc.TableService.DropColumns:input_type -> io.deephaven.proto.backplane.grpc.DropColumnsRequest + 20, // 288: io.deephaven.proto.backplane.grpc.TableService.Update:input_type -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest + 20, // 289: io.deephaven.proto.backplane.grpc.TableService.LazyUpdate:input_type -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest + 20, // 290: io.deephaven.proto.backplane.grpc.TableService.View:input_type -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest + 20, // 291: io.deephaven.proto.backplane.grpc.TableService.UpdateView:input_type -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest + 20, // 292: io.deephaven.proto.backplane.grpc.TableService.Select:input_type -> io.deephaven.proto.backplane.grpc.SelectOrUpdateRequest + 26, // 293: io.deephaven.proto.backplane.grpc.TableService.UpdateBy:input_type -> io.deephaven.proto.backplane.grpc.UpdateByRequest + 27, // 294: io.deephaven.proto.backplane.grpc.TableService.SelectDistinct:input_type -> io.deephaven.proto.backplane.grpc.SelectDistinctRequest + 52, // 295: io.deephaven.proto.backplane.grpc.TableService.Filter:input_type -> io.deephaven.proto.backplane.grpc.FilterTableRequest + 29, // 296: io.deephaven.proto.backplane.grpc.TableService.UnstructuredFilter:input_type -> io.deephaven.proto.backplane.grpc.UnstructuredFilterTableRequest + 51, // 297: io.deephaven.proto.backplane.grpc.TableService.Sort:input_type -> io.deephaven.proto.backplane.grpc.SortTableRequest + 30, // 298: io.deephaven.proto.backplane.grpc.TableService.Head:input_type -> io.deephaven.proto.backplane.grpc.HeadOrTailRequest + 30, // 299: io.deephaven.proto.backplane.grpc.TableService.Tail:input_type -> io.deephaven.proto.backplane.grpc.HeadOrTailRequest + 31, // 300: io.deephaven.proto.backplane.grpc.TableService.HeadBy:input_type -> io.deephaven.proto.backplane.grpc.HeadOrTailByRequest + 31, // 301: io.deephaven.proto.backplane.grpc.TableService.TailBy:input_type -> io.deephaven.proto.backplane.grpc.HeadOrTailByRequest + 32, // 302: io.deephaven.proto.backplane.grpc.TableService.Ungroup:input_type -> io.deephaven.proto.backplane.grpc.UngroupRequest + 33, // 303: io.deephaven.proto.backplane.grpc.TableService.MergeTables:input_type -> io.deephaven.proto.backplane.grpc.MergeTablesRequest + 36, // 304: io.deephaven.proto.backplane.grpc.TableService.CrossJoinTables:input_type -> io.deephaven.proto.backplane.grpc.CrossJoinTablesRequest + 37, // 305: io.deephaven.proto.backplane.grpc.TableService.NaturalJoinTables:input_type -> io.deephaven.proto.backplane.grpc.NaturalJoinTablesRequest + 38, // 306: io.deephaven.proto.backplane.grpc.TableService.ExactJoinTables:input_type -> io.deephaven.proto.backplane.grpc.ExactJoinTablesRequest + 39, // 307: io.deephaven.proto.backplane.grpc.TableService.LeftJoinTables:input_type -> io.deephaven.proto.backplane.grpc.LeftJoinTablesRequest + 40, // 308: io.deephaven.proto.backplane.grpc.TableService.AsOfJoinTables:input_type -> io.deephaven.proto.backplane.grpc.AsOfJoinTablesRequest + 41, // 309: io.deephaven.proto.backplane.grpc.TableService.AjTables:input_type -> io.deephaven.proto.backplane.grpc.AjRajTablesRequest + 41, // 310: io.deephaven.proto.backplane.grpc.TableService.RajTables:input_type -> io.deephaven.proto.backplane.grpc.AjRajTablesRequest + 43, // 311: io.deephaven.proto.backplane.grpc.TableService.MultiJoinTables:input_type -> io.deephaven.proto.backplane.grpc.MultiJoinTablesRequest + 44, // 312: io.deephaven.proto.backplane.grpc.TableService.RangeJoinTables:input_type -> io.deephaven.proto.backplane.grpc.RangeJoinTablesRequest + 45, // 313: io.deephaven.proto.backplane.grpc.TableService.ComboAggregate:input_type -> io.deephaven.proto.backplane.grpc.ComboAggregateRequest + 46, // 314: io.deephaven.proto.backplane.grpc.TableService.AggregateAll:input_type -> io.deephaven.proto.backplane.grpc.AggregateAllRequest + 48, // 315: io.deephaven.proto.backplane.grpc.TableService.Aggregate:input_type -> io.deephaven.proto.backplane.grpc.AggregateRequest + 34, // 316: io.deephaven.proto.backplane.grpc.TableService.Snapshot:input_type -> io.deephaven.proto.backplane.grpc.SnapshotTableRequest + 35, // 317: io.deephaven.proto.backplane.grpc.TableService.SnapshotWhen:input_type -> io.deephaven.proto.backplane.grpc.SnapshotWhenTableRequest + 69, // 318: io.deephaven.proto.backplane.grpc.TableService.Flatten:input_type -> io.deephaven.proto.backplane.grpc.FlattenRequest + 71, // 319: io.deephaven.proto.backplane.grpc.TableService.RunChartDownsample:input_type -> io.deephaven.proto.backplane.grpc.RunChartDownsampleRequest + 72, // 320: io.deephaven.proto.backplane.grpc.TableService.CreateInputTable:input_type -> io.deephaven.proto.backplane.grpc.CreateInputTableRequest + 73, // 321: io.deephaven.proto.backplane.grpc.TableService.WhereIn:input_type -> io.deephaven.proto.backplane.grpc.WhereInRequest + 76, // 322: io.deephaven.proto.backplane.grpc.TableService.Batch:input_type -> io.deephaven.proto.backplane.grpc.BatchTableRequest + 16, // 323: io.deephaven.proto.backplane.grpc.TableService.ExportedTableUpdates:input_type -> io.deephaven.proto.backplane.grpc.ExportedTableUpdatesRequest + 53, // 324: io.deephaven.proto.backplane.grpc.TableService.SeekRow:input_type -> io.deephaven.proto.backplane.grpc.SeekRowRequest + 70, // 325: io.deephaven.proto.backplane.grpc.TableService.MetaTable:input_type -> io.deephaven.proto.backplane.grpc.MetaTableRequest + 74, // 326: io.deephaven.proto.backplane.grpc.TableService.ComputeColumnStatistics:input_type -> io.deephaven.proto.backplane.grpc.ColumnStatisticsRequest + 75, // 327: io.deephaven.proto.backplane.grpc.TableService.Slice:input_type -> io.deephaven.proto.backplane.grpc.SliceRequest + 13, // 328: io.deephaven.proto.backplane.grpc.TableService.GetExportedTableCreationResponse:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 329: io.deephaven.proto.backplane.grpc.TableService.FetchTable:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 330: io.deephaven.proto.backplane.grpc.TableService.ApplyPreviewColumns:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 331: io.deephaven.proto.backplane.grpc.TableService.EmptyTable:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 332: io.deephaven.proto.backplane.grpc.TableService.TimeTable:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 333: io.deephaven.proto.backplane.grpc.TableService.DropColumns:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 334: io.deephaven.proto.backplane.grpc.TableService.Update:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 335: io.deephaven.proto.backplane.grpc.TableService.LazyUpdate:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 336: io.deephaven.proto.backplane.grpc.TableService.View:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 337: io.deephaven.proto.backplane.grpc.TableService.UpdateView:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 338: io.deephaven.proto.backplane.grpc.TableService.Select:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 339: io.deephaven.proto.backplane.grpc.TableService.UpdateBy:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 340: io.deephaven.proto.backplane.grpc.TableService.SelectDistinct:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 341: io.deephaven.proto.backplane.grpc.TableService.Filter:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 342: io.deephaven.proto.backplane.grpc.TableService.UnstructuredFilter:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 343: io.deephaven.proto.backplane.grpc.TableService.Sort:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 344: io.deephaven.proto.backplane.grpc.TableService.Head:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 345: io.deephaven.proto.backplane.grpc.TableService.Tail:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 346: io.deephaven.proto.backplane.grpc.TableService.HeadBy:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 347: io.deephaven.proto.backplane.grpc.TableService.TailBy:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 348: io.deephaven.proto.backplane.grpc.TableService.Ungroup:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 349: io.deephaven.proto.backplane.grpc.TableService.MergeTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 350: io.deephaven.proto.backplane.grpc.TableService.CrossJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 351: io.deephaven.proto.backplane.grpc.TableService.NaturalJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 352: io.deephaven.proto.backplane.grpc.TableService.ExactJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 353: io.deephaven.proto.backplane.grpc.TableService.LeftJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 354: io.deephaven.proto.backplane.grpc.TableService.AsOfJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 355: io.deephaven.proto.backplane.grpc.TableService.AjTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 356: io.deephaven.proto.backplane.grpc.TableService.RajTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 357: io.deephaven.proto.backplane.grpc.TableService.MultiJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 358: io.deephaven.proto.backplane.grpc.TableService.RangeJoinTables:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 359: io.deephaven.proto.backplane.grpc.TableService.ComboAggregate:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 360: io.deephaven.proto.backplane.grpc.TableService.AggregateAll:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 361: io.deephaven.proto.backplane.grpc.TableService.Aggregate:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 362: io.deephaven.proto.backplane.grpc.TableService.Snapshot:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 363: io.deephaven.proto.backplane.grpc.TableService.SnapshotWhen:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 364: io.deephaven.proto.backplane.grpc.TableService.Flatten:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 365: io.deephaven.proto.backplane.grpc.TableService.RunChartDownsample:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 366: io.deephaven.proto.backplane.grpc.TableService.CreateInputTable:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 367: io.deephaven.proto.backplane.grpc.TableService.WhereIn:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 368: io.deephaven.proto.backplane.grpc.TableService.Batch:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 17, // 369: io.deephaven.proto.backplane.grpc.TableService.ExportedTableUpdates:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableUpdateMessage + 54, // 370: io.deephaven.proto.backplane.grpc.TableService.SeekRow:output_type -> io.deephaven.proto.backplane.grpc.SeekRowResponse + 13, // 371: io.deephaven.proto.backplane.grpc.TableService.MetaTable:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 372: io.deephaven.proto.backplane.grpc.TableService.ComputeColumnStatistics:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 13, // 373: io.deephaven.proto.backplane.grpc.TableService.Slice:output_type -> io.deephaven.proto.backplane.grpc.ExportedTableCreationResponse + 328, // [328:374] is the sub-list for method output_type + 282, // [282:328] is the sub-list for method input_type + 282, // [282:282] is the sub-list for extension type_name + 282, // [282:282] is the sub-list for extension extendee + 0, // [0:282] is the sub-list for field type_name } func init() { file_deephaven_core_proto_table_proto_init() } @@ -14382,7 +14598,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[92].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*ComboAggregateRequest_Aggregate); i { + switch v := v.(*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByRollingCountWhere); i { case 0: return &v.state case 1: @@ -14394,7 +14610,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[93].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecApproximatePercentile); i { + switch v := v.(*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_UpdateByCumulativeCountWhere); i { case 0: return &v.state case 1: @@ -14406,7 +14622,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[94].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecCountDistinct); i { + switch v := v.(*ComboAggregateRequest_Aggregate); i { case 0: return &v.state case 1: @@ -14418,7 +14634,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[95].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecDistinct); i { + switch v := v.(*AggSpec_AggSpecApproximatePercentile); i { case 0: return &v.state case 1: @@ -14430,7 +14646,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[96].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecFormula); i { + switch v := v.(*AggSpec_AggSpecCountDistinct); i { case 0: return &v.state case 1: @@ -14442,7 +14658,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[97].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecMedian); i { + switch v := v.(*AggSpec_AggSpecDistinct); i { case 0: return &v.state case 1: @@ -14454,7 +14670,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[98].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecPercentile); i { + switch v := v.(*AggSpec_AggSpecFormula); i { case 0: return &v.state case 1: @@ -14466,7 +14682,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[99].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecSorted); i { + switch v := v.(*AggSpec_AggSpecMedian); i { case 0: return &v.state case 1: @@ -14478,7 +14694,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[100].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecSortedColumn); i { + switch v := v.(*AggSpec_AggSpecPercentile); i { case 0: return &v.state case 1: @@ -14490,7 +14706,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[101].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecTDigest); i { + switch v := v.(*AggSpec_AggSpecSorted); i { case 0: return &v.state case 1: @@ -14502,7 +14718,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[102].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecUnique); i { + switch v := v.(*AggSpec_AggSpecSortedColumn); i { case 0: return &v.state case 1: @@ -14514,7 +14730,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[103].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecNonUniqueSentinel); i { + switch v := v.(*AggSpec_AggSpecTDigest); i { case 0: return &v.state case 1: @@ -14526,7 +14742,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[104].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecWeighted); i { + switch v := v.(*AggSpec_AggSpecUnique); i { case 0: return &v.state case 1: @@ -14538,7 +14754,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[105].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecAbsSum); i { + switch v := v.(*AggSpec_AggSpecNonUniqueSentinel); i { case 0: return &v.state case 1: @@ -14550,7 +14766,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[106].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecAvg); i { + switch v := v.(*AggSpec_AggSpecWeighted); i { case 0: return &v.state case 1: @@ -14562,7 +14778,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[107].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecFirst); i { + switch v := v.(*AggSpec_AggSpecAbsSum); i { case 0: return &v.state case 1: @@ -14574,7 +14790,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[108].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecFreeze); i { + switch v := v.(*AggSpec_AggSpecAvg); i { case 0: return &v.state case 1: @@ -14586,7 +14802,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[109].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecGroup); i { + switch v := v.(*AggSpec_AggSpecFirst); i { case 0: return &v.state case 1: @@ -14598,7 +14814,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[110].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecLast); i { + switch v := v.(*AggSpec_AggSpecFreeze); i { case 0: return &v.state case 1: @@ -14610,7 +14826,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[111].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecMax); i { + switch v := v.(*AggSpec_AggSpecGroup); i { case 0: return &v.state case 1: @@ -14622,7 +14838,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[112].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecMin); i { + switch v := v.(*AggSpec_AggSpecLast); i { case 0: return &v.state case 1: @@ -14634,7 +14850,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[113].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecStd); i { + switch v := v.(*AggSpec_AggSpecMax); i { case 0: return &v.state case 1: @@ -14646,7 +14862,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[114].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecSum); i { + switch v := v.(*AggSpec_AggSpecMin); i { case 0: return &v.state case 1: @@ -14658,7 +14874,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[115].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*AggSpec_AggSpecVar); i { + switch v := v.(*AggSpec_AggSpecStd); i { case 0: return &v.state case 1: @@ -14670,7 +14886,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[116].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*Aggregation_AggregationColumns); i { + switch v := v.(*AggSpec_AggSpecSum); i { case 0: return &v.state case 1: @@ -14682,7 +14898,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[117].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*Aggregation_AggregationCount); i { + switch v := v.(*AggSpec_AggSpecVar); i { case 0: return &v.state case 1: @@ -14694,7 +14910,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[118].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*Aggregation_AggregationCountWhere); i { + switch v := v.(*Aggregation_AggregationColumns); i { case 0: return &v.state case 1: @@ -14706,7 +14922,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[119].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*Aggregation_AggregationRowKey); i { + switch v := v.(*Aggregation_AggregationCount); i { case 0: return &v.state case 1: @@ -14718,7 +14934,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[120].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*Aggregation_AggregationPartition); i { + switch v := v.(*Aggregation_AggregationCountWhere); i { case 0: return &v.state case 1: @@ -14730,7 +14946,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[121].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*Aggregation_AggregationFormula); i { + switch v := v.(*Aggregation_AggregationRowKey); i { case 0: return &v.state case 1: @@ -14742,7 +14958,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[122].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*RunChartDownsampleRequest_ZoomRange); i { + switch v := v.(*Aggregation_AggregationPartition); i { case 0: return &v.state case 1: @@ -14754,7 +14970,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[123].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*CreateInputTableRequest_InputTableKind); i { + switch v := v.(*Aggregation_AggregationFormula); i { case 0: return &v.state case 1: @@ -14766,7 +14982,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[124].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*CreateInputTableRequest_InputTableKind_InMemoryAppendOnly); i { + switch v := v.(*RunChartDownsampleRequest_ZoomRange); i { case 0: return &v.state case 1: @@ -14778,7 +14994,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[125].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*CreateInputTableRequest_InputTableKind_InMemoryKeyBacked); i { + switch v := v.(*CreateInputTableRequest_InputTableKind); i { case 0: return &v.state case 1: @@ -14790,7 +15006,7 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[126].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*CreateInputTableRequest_InputTableKind_Blink); i { + switch v := v.(*CreateInputTableRequest_InputTableKind_InMemoryAppendOnly); i { case 0: return &v.state case 1: @@ -14802,6 +15018,30 @@ func file_deephaven_core_proto_table_proto_init() { } } file_deephaven_core_proto_table_proto_msgTypes[127].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*CreateInputTableRequest_InputTableKind_InMemoryKeyBacked); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_deephaven_core_proto_table_proto_msgTypes[128].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*CreateInputTableRequest_InputTableKind_Blink); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_deephaven_core_proto_table_proto_msgTypes[129].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*BatchTableRequest_Operation); i { case 0: return &v.state @@ -14923,10 +15163,12 @@ func file_deephaven_core_proto_table_proto_init() { (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingStd)(nil), (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingWavg)(nil), (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingFormula)(nil), + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_RollingCountWhere)(nil), + (*UpdateByRequest_UpdateByOperation_UpdateByColumn_UpdateBySpec_CountWhere)(nil), } - file_deephaven_core_proto_table_proto_msgTypes[93].OneofWrappers = []interface{}{} - file_deephaven_core_proto_table_proto_msgTypes[101].OneofWrappers = []interface{}{} - file_deephaven_core_proto_table_proto_msgTypes[103].OneofWrappers = []interface{}{ + file_deephaven_core_proto_table_proto_msgTypes[95].OneofWrappers = []interface{}{} + file_deephaven_core_proto_table_proto_msgTypes[103].OneofWrappers = []interface{}{} + file_deephaven_core_proto_table_proto_msgTypes[105].OneofWrappers = []interface{}{ (*AggSpec_AggSpecNonUniqueSentinel_NullValue)(nil), (*AggSpec_AggSpecNonUniqueSentinel_StringValue)(nil), (*AggSpec_AggSpecNonUniqueSentinel_IntValue)(nil), @@ -14938,13 +15180,13 @@ func file_deephaven_core_proto_table_proto_init() { (*AggSpec_AggSpecNonUniqueSentinel_ShortValue)(nil), (*AggSpec_AggSpecNonUniqueSentinel_CharValue)(nil), } - file_deephaven_core_proto_table_proto_msgTypes[122].OneofWrappers = []interface{}{} - file_deephaven_core_proto_table_proto_msgTypes[123].OneofWrappers = []interface{}{ + file_deephaven_core_proto_table_proto_msgTypes[124].OneofWrappers = []interface{}{} + file_deephaven_core_proto_table_proto_msgTypes[125].OneofWrappers = []interface{}{ (*CreateInputTableRequest_InputTableKind_InMemoryAppendOnly_)(nil), (*CreateInputTableRequest_InputTableKind_InMemoryKeyBacked_)(nil), (*CreateInputTableRequest_InputTableKind_Blink_)(nil), } - file_deephaven_core_proto_table_proto_msgTypes[127].OneofWrappers = []interface{}{ + file_deephaven_core_proto_table_proto_msgTypes[129].OneofWrappers = []interface{}{ (*BatchTableRequest_Operation_EmptyTable)(nil), (*BatchTableRequest_Operation_TimeTable)(nil), (*BatchTableRequest_Operation_DropColumns)(nil), @@ -14994,7 +15236,7 @@ func file_deephaven_core_proto_table_proto_init() { GoPackagePath: reflect.TypeOf(x{}).PkgPath(), RawDescriptor: file_deephaven_core_proto_table_proto_rawDesc, NumEnums: 12, - NumMessages: 128, + NumMessages: 130, NumExtensions: 0, NumServices: 1, }, diff --git a/java-client/session/src/main/java/io/deephaven/client/impl/UpdateByBuilder.java b/java-client/session/src/main/java/io/deephaven/client/impl/UpdateByBuilder.java index b0ddd59a18a..179c8104a56 100644 --- a/java-client/session/src/main/java/io/deephaven/client/impl/UpdateByBuilder.java +++ b/java-client/session/src/main/java/io/deephaven/client/impl/UpdateByBuilder.java @@ -6,6 +6,7 @@ import io.deephaven.api.ColumnName; import io.deephaven.api.Strings; import io.deephaven.api.Pair; +import io.deephaven.api.filter.Filter; import io.deephaven.api.updateby.*; import io.deephaven.api.updateby.BadDataBehavior; import io.deephaven.api.updateby.spec.*; @@ -17,6 +18,8 @@ import java.math.MathContext; import java.math.RoundingMode; +import java.util.Collection; +import java.util.stream.Collectors; class UpdateByBuilder { @@ -188,6 +191,19 @@ public UpdateByColumn.UpdateBySpec visit(CumProdSpec spec) { .build(); } + @Override + public UpdateByColumn.UpdateBySpec visit(CumCountWhereSpec spec) { + final Collection filters = Filter.extractAnds(spec.filter()).stream() + .map(Strings::of) + .collect(Collectors.toList()); + return UpdateByColumn.UpdateBySpec.newBuilder() + .setCountWhere(UpdateByCumulativeCountWhere.newBuilder() + .setResultColumn(spec.column().name()) + .addAllFilters(filters) + .build()) + .build(); + } + @Override public UpdateByColumn.UpdateBySpec visit(EmStdSpec spec) { UpdateByEmStd.Builder builder = UpdateByEmStd.newBuilder().setWindowScale(adapt(spec.windowScale())); @@ -282,6 +298,22 @@ public UpdateByColumn.UpdateBySpec visit(RollingCountSpec rs) { .build(); } + @Override + public UpdateByColumn.UpdateBySpec visit(RollingCountWhereSpec rs) { + final Collection filters = Filter.extractAnds(rs.filter()).stream() + .map(Strings::of) + .collect(Collectors.toList()); + final UpdateByRollingCountWhere.Builder builder = + UpdateByRollingCountWhere.newBuilder() + .setReverseWindowScale(adapt(rs.revWindowScale())) + .setForwardWindowScale(adapt(rs.fwdWindowScale())) + .setResultColumn(rs.column().name()) + .addAllFilters(filters); + return UpdateByColumn.UpdateBySpec.newBuilder() + .setRollingCountWhere(builder.build()) + .build(); + } + @Override public UpdateByColumn.UpdateBySpec visit(RollingStdSpec rs) { final UpdateByRollingStd.Builder builder = diff --git a/java-client/session/src/test/java/io/deephaven/client/impl/UpdateBySpecBuilderTest.java b/java-client/session/src/test/java/io/deephaven/client/impl/UpdateBySpecBuilderTest.java index 1259378abd4..bb758e72c71 100644 --- a/java-client/session/src/test/java/io/deephaven/client/impl/UpdateBySpecBuilderTest.java +++ b/java-client/session/src/test/java/io/deephaven/client/impl/UpdateBySpecBuilderTest.java @@ -123,6 +123,15 @@ public UpdateByColumn.UpdateBySpec visit(CumProdSpec spec) { .build(); } + @Override + public UpdateByColumn.UpdateBySpec visit(CumCountWhereSpec spec) { + return UpdateByColumn.UpdateBySpec.newBuilder() + .setCountWhere(UpdateByCumulativeCountWhere.newBuilder() + .setResultColumn("count") + .addFilters("x > 5")) + .build(); + } + @Override public UpdateByColumn.UpdateBySpec visit(DeltaSpec spec) { if (spec.deltaControl().isPresent()) { @@ -321,6 +330,25 @@ public UpdateByColumn.UpdateBySpec visit(RollingFormulaSpec spec) { .build()) .build(); } + + @Override + public UpdateByColumn.UpdateBySpec visit(RollingCountWhereSpec spec) { + return UpdateByColumn.UpdateBySpec + .newBuilder().setRollingCountWhere( + UpdateByColumn.UpdateBySpec.UpdateByRollingCountWhere.newBuilder() + .setReverseWindowScale(UpdateByWindowScale.newBuilder() + .setTime(UpdateByWindowScale.UpdateByWindowTime.newBuilder() + .setColumn("Timestamp").setNanos(1).build()) + .build()) + .setForwardWindowScale(UpdateByWindowScale.newBuilder() + .setTime(UpdateByWindowScale.UpdateByWindowTime.newBuilder() + .setColumn("Timestamp").setNanos(1).build()) + .build()) + .setResultColumn("count") + .addFilters("x > 5") + .build()) + .build(); + } } @Test @@ -428,6 +456,11 @@ void cumulativeProd() { check(CumProdSpec.of()); } + @Test + void cumulativeCountWhere() { + check(CumCountWhereSpec.of("count", "x > 5")); + } + @Test void fillBy() { check(FillBySpec.of()); @@ -658,6 +691,29 @@ void rollingFormula() { .build()); } + @Test + void rollingCountWhere() { + check(RollingFormulaSpec.ofTime("Timestamp", Duration.ofNanos(1), Duration.ofNanos(2), "sum(x)", "x"), + UpdateByColumn.UpdateBySpec.newBuilder().setRollingFormula( + UpdateByColumn.UpdateBySpec.UpdateByRollingFormula.newBuilder() + .setReverseWindowScale(time("Timestamp", 1)) + .setForwardWindowScale(time("Timestamp", 2)) + .setFormula("sum(x)") + .setParamToken("x") + .build()) + .build()); + + check(RollingFormulaSpec.ofTicks(42L, 43L, "sum(x)", "x"), + UpdateByColumn.UpdateBySpec.newBuilder().setRollingFormula( + UpdateByColumn.UpdateBySpec.UpdateByRollingFormula.newBuilder() + .setReverseWindowScale(ticks(42L)) + .setForwardWindowScale(ticks(43L)) + .setFormula("sum(x)") + .setParamToken("x") + .build()) + .build()); + } + private static void check(UpdateBySpec spec) { check(spec, spec.walk(ExpectedSpecVisitor.INSTANCE)); } diff --git a/proto/proto-backplane-grpc/src/main/proto/deephaven_core/proto/table.proto b/proto/proto-backplane-grpc/src/main/proto/deephaven_core/proto/table.proto index 7e89adf84bd..587e261b6c5 100644 --- a/proto/proto-backplane-grpc/src/main/proto/deephaven_core/proto/table.proto +++ b/proto/proto-backplane-grpc/src/main/proto/deephaven_core/proto/table.proto @@ -593,6 +593,24 @@ message UpdateByRequest { string param_token = 4; } + message UpdateByRollingCountWhere { + // The reverse window for the rolling operation, may be in ticks or time-based. + UpdateByWindowScale reverse_window_scale = 1; + // The forward window for the rolling operation, may be in ticks or time-based. + UpdateByWindowScale forward_window_scale = 2; + // The output column name + string result_column = 3; + // The filters tp apply before counting + repeated string filters = 4; + } + + message UpdateByCumulativeCountWhere { + // The output column name + string result_column = 1; + // The filters tp apply before counting + repeated string filters = 2; + } + oneof type { UpdateByCumulativeSum sum = 1; UpdateByCumulativeMin min = 2; @@ -615,6 +633,8 @@ message UpdateByRequest { UpdateByRollingStd rolling_std = 19; UpdateByRollingWAvg rolling_wavg = 20; UpdateByRollingFormula rolling_formula = 21; + UpdateByRollingCountWhere rolling_count_where = 22; + UpdateByCumulativeCountWhere count_where = 23; } } diff --git a/py/client/deephaven_core/proto/table_pb2.py b/py/client/deephaven_core/proto/table_pb2.py index 1442f9932a8..89284db0e02 100644 --- a/py/client/deephaven_core/proto/table_pb2.py +++ b/py/client/deephaven_core/proto/table_pb2.py @@ -15,7 +15,7 @@ from deephaven_core.proto import ticket_pb2 as deephaven__core_dot_proto_dot_ticket__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n deephaven_core/proto/table.proto\x12!io.deephaven.proto.backplane.grpc\x1a!deephaven_core/proto/ticket.proto\"l\n\x0eTableReference\x12;\n\x06ticket\x18\x01 \x01(\x0b\x32).io.deephaven.proto.backplane.grpc.TicketH\x00\x12\x16\n\x0c\x62\x61tch_offset\x18\x02 \x01(\x11H\x00\x42\x05\n\x03ref\"\xc6\x01\n\x1d\x45xportedTableCreationResponse\x12\x44\n\tresult_id\x18\x01 \x01(\x0b\x32\x31.io.deephaven.proto.backplane.grpc.TableReference\x12\x0f\n\x07success\x18\x02 \x01(\x08\x12\x12\n\nerror_info\x18\x03 \x01(\t\x12\x15\n\rschema_header\x18\x04 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_globals = globals() _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals) @@ -69,16 +69,16 @@ _globals['_TABLESERVICE'].methods_by_name['AsOfJoinTables']._serialized_options = b'\210\002\001' _globals['_TABLESERVICE'].methods_by_name['ComboAggregate']._loaded_options = None _globals['_TABLESERVICE'].methods_by_name['ComboAggregate']._serialized_options = b'\210\002\001' - _globals['_BADDATABEHAVIOR']._serialized_start=29321 - _globals['_BADDATABEHAVIOR']._serialized_end=29419 - _globals['_UPDATEBYNULLBEHAVIOR']._serialized_start=29421 - _globals['_UPDATEBYNULLBEHAVIOR']._serialized_end=29537 - _globals['_NULLVALUE']._serialized_start=29539 - _globals['_NULLVALUE']._serialized_end=29566 - _globals['_CASESENSITIVITY']._serialized_start=29568 - _globals['_CASESENSITIVITY']._serialized_end=29618 - _globals['_MATCHTYPE']._serialized_start=29620 - _globals['_MATCHTYPE']._serialized_end=29658 + _globals['_BADDATABEHAVIOR']._serialized_start=29942 + _globals['_BADDATABEHAVIOR']._serialized_end=30040 + _globals['_UPDATEBYNULLBEHAVIOR']._serialized_start=30042 + _globals['_UPDATEBYNULLBEHAVIOR']._serialized_end=30158 + _globals['_NULLVALUE']._serialized_start=30160 + _globals['_NULLVALUE']._serialized_end=30187 + _globals['_CASESENSITIVITY']._serialized_start=30189 + _globals['_CASESENSITIVITY']._serialized_end=30239 + _globals['_MATCHTYPE']._serialized_start=30241 + _globals['_MATCHTYPE']._serialized_end=30279 _globals['_TABLEREFERENCE']._serialized_start=106 _globals['_TABLEREFERENCE']._serialized_end=214 _globals['_EXPORTEDTABLECREATIONRESPONSE']._serialized_start=217 @@ -114,241 +114,245 @@ _globals['_UPDATEBYDELTAOPTIONS']._serialized_start=2573 _globals['_UPDATEBYDELTAOPTIONS']._serialized_end=2675 _globals['_UPDATEBYREQUEST']._serialized_start=2678 - _globals['_UPDATEBYREQUEST']._serialized_end=9745 + _globals['_UPDATEBYREQUEST']._serialized_end=10366 _globals['_UPDATEBYREQUEST_UPDATEBYOPTIONS']._serialized_start=3031 _globals['_UPDATEBYREQUEST_UPDATEBYOPTIONS']._serialized_end=3482 _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION']._serialized_start=3485 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION']._serialized_end=9745 + _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION']._serialized_end=10366 _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN']._serialized_start=3610 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN']._serialized_end=9737 + _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN']._serialized_end=10358 _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC']._serialized_start=3762 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC']._serialized_end=9737 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYCUMULATIVESUM']._serialized_start=6665 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYCUMULATIVESUM']._serialized_end=6688 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYCUMULATIVEMIN']._serialized_start=6690 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYCUMULATIVEMIN']._serialized_end=6713 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYCUMULATIVEMAX']._serialized_start=6715 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYCUMULATIVEMAX']._serialized_end=6738 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYCUMULATIVEPRODUCT']._serialized_start=6740 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYCUMULATIVEPRODUCT']._serialized_end=6767 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYFILL']._serialized_start=6769 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYFILL']._serialized_end=6783 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYEMA']._serialized_start=6786 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYEMA']._serialized_end=6948 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYEMS']._serialized_start=6951 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYEMS']._serialized_end=7113 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYEMMIN']._serialized_start=7116 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYEMMIN']._serialized_end=7280 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYEMMAX']._serialized_start=7283 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYEMMAX']._serialized_end=7447 - 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_globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYROLLINGAVG']._serialized_start=8100 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYROLLINGAVG']._serialized_end=8292 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYROLLINGMIN']._serialized_start=8295 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYROLLINGMIN']._serialized_end=8487 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYROLLINGMAX']._serialized_start=8490 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYROLLINGMAX']._serialized_end=8682 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYROLLINGPRODUCT']._serialized_start=8685 - _globals['_UPDATEBYREQUEST_UPDATEBYOPERATION_UPDATEBYCOLUMN_UPDATEBYSPEC_UPDATEBYROLLINGPRODUCT']._serialized_end=8881 - 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_globals['_SELECTDISTINCTREQUEST']._serialized_start=9748 - _globals['_SELECTDISTINCTREQUEST']._serialized_end=9925 - _globals['_DROPCOLUMNSREQUEST']._serialized_start=9928 - _globals['_DROPCOLUMNSREQUEST']._serialized_end=10102 - _globals['_UNSTRUCTUREDFILTERTABLEREQUEST']._serialized_start=10105 - _globals['_UNSTRUCTUREDFILTERTABLEREQUEST']._serialized_end=10286 - _globals['_HEADORTAILREQUEST']._serialized_start=10289 - _globals['_HEADORTAILREQUEST']._serialized_end=10462 - _globals['_HEADORTAILBYREQUEST']._serialized_start=10465 - _globals['_HEADORTAILBYREQUEST']._serialized_end=10671 - _globals['_UNGROUPREQUEST']._serialized_start=10674 - _globals['_UNGROUPREQUEST']._serialized_end=10869 - _globals['_MERGETABLESREQUEST']._serialized_start=10872 - _globals['_MERGETABLESREQUEST']._serialized_end=11045 - _globals['_SNAPSHOTTABLEREQUEST']._serialized_start=11048 - _globals['_SNAPSHOTTABLEREQUEST']._serialized_end=11202 - _globals['_SNAPSHOTWHENTABLEREQUEST']._serialized_start=11205 - _globals['_SNAPSHOTWHENTABLEREQUEST']._serialized_end=11510 - _globals['_CROSSJOINTABLESREQUEST']._serialized_start=11513 - _globals['_CROSSJOINTABLESREQUEST']._serialized_end=11808 - _globals['_NATURALJOINTABLESREQUEST']._serialized_start=11811 - _globals['_NATURALJOINTABLESREQUEST']._serialized_end=12086 - _globals['_EXACTJOINTABLESREQUEST']._serialized_start=12089 - _globals['_EXACTJOINTABLESREQUEST']._serialized_end=12362 - _globals['_LEFTJOINTABLESREQUEST']._serialized_start=12365 - _globals['_LEFTJOINTABLESREQUEST']._serialized_end=12637 - _globals['_ASOFJOINTABLESREQUEST']._serialized_start=12640 - _globals['_ASOFJOINTABLESREQUEST']._serialized_end=13105 - _globals['_ASOFJOINTABLESREQUEST_MATCHRULE']._serialized_start=13008 - _globals['_ASOFJOINTABLESREQUEST_MATCHRULE']._serialized_end=13101 - _globals['_AJRAJTABLESREQUEST']._serialized_start=13108 - _globals['_AJRAJTABLESREQUEST']._serialized_end=13402 - _globals['_MULTIJOININPUT']._serialized_start=13405 - 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_globals['_TABLESERVICE']._serialized_end=36739 # @@protoc_insertion_point(module_scope) diff --git a/py/client/pydeephaven/table.py b/py/client/pydeephaven/table.py index fb8d221fac5..6ab289fef1d 100644 --- a/py/client/pydeephaven/table.py +++ b/py/client/pydeephaven/table.py @@ -665,7 +665,8 @@ def agg_all_by(self, agg: Aggregation, by: Union[str, List[str]]) -> Table: """ return super(Table, self).agg_all_by(agg, by) - def update_by(self, ops: Union[UpdateByOperation, List[UpdateByOperation]], by: Union[str, List[str]]) -> Table: + def update_by(self, ops: Union[UpdateByOperation, List[UpdateByOperation]], + by: Union[str, List[str]] = None) -> Table: """The update_by method creates a table with additional columns calculated from window-based aggregations of columns in this table. The aggregations are defined by the provided operations, which support incremental aggregations over the corresponding rows in the table. The aggregations will @@ -674,7 +675,8 @@ def update_by(self, ops: Union[UpdateByOperation, List[UpdateByOperation]], by: Args: ops (Union[UpdateByOperatoin, List[UpdateByOperation]]): the UpdateByOperation(s) to be applied - by (Union[str, List[str]]): the group-by column name(s) + by (Union[str, List[str]]): the group-by column name(s), defaults to None, meaning all calculations are + performed over the entire table Returns: a Table object diff --git a/py/client/pydeephaven/updateby.py b/py/client/pydeephaven/updateby.py index 3b65cbb94eb..77f40e5c9d6 100644 --- a/py/client/pydeephaven/updateby.py +++ b/py/client/pydeephaven/updateby.py @@ -31,6 +31,7 @@ _GrpcUpdateByRollingStd = _GrpcUpdateBySpec.UpdateByRollingStd _GrpcUpdateByRollingWAvg = _GrpcUpdateBySpec.UpdateByRollingWAvg _GrpcUpdateByRollingFormula = _GrpcUpdateBySpec.UpdateByRollingFormula +_GrpcUpdateByRollingCountWhere = _GrpcUpdateBySpec.UpdateByRollingCountWhere _GrpcUpdateByDeltaOptions = table_pb2.UpdateByDeltaOptions _GrpcUpdateByWindowScale = table_pb2.UpdateByWindowScale _GrpcUpdateByWindowTicks = _GrpcUpdateByWindowScale.UpdateByWindowTicks @@ -185,6 +186,27 @@ def cum_max(cols: Union[str, List[str]]) -> UpdateByOperation: return UpdateByOperation(ub_column=ub_column) +def cum_count_where(col: str, filters: Union[str, List[str]]) -> UpdateByOperation: + """Creates a cumulative count where UpdateByOperation that counts the number of values that pass the provided + filters. + + Args: + col (str): the column to hold the counts of rows that pass the filter condition columns. + filters (Union[str, Filter, Sequence[str], Sequence[Filter]], optional): the filter condition + expression(s) or Filter object(s) + + Returns: + an UpdateByOperation + """ + if not isinstance(col, str): + raise DHError(message="count_where aggregation requires a string value for the 'col' argument.") + filters = to_list(filters) + + ub_spec = _GrpcUpdateBySpec(count_where=_GrpcUpdateBySpec.UpdateByCumulativeCountWhere(result_column=col, filters=filters)) + ub_column = _GrpcUpdateByColumn(spec=ub_spec) + return UpdateByOperation(ub_column=ub_column) + + def forward_fill(cols: Union[str, List[str]]) -> UpdateByOperation: """Creates a forward fill UpdateByOperation for the supplied column names. Null values in the column(s) are replaced by the last known non-null values. This operation is forward only. @@ -1601,3 +1623,117 @@ def rolling_formula_time(ts_col: str, formula: str, formula_param: str, cols: Un return UpdateByOperation(ub_column=ub_column) except Exception as e: raise DHError(e, "failed to create a rolling formula (time) UpdateByOperation.") from e + + +def rolling_count_where_tick(col: str, filters: Union[str, List[str]], + rev_ticks: int, fwd_ticks: int = 0) -> UpdateByOperation: + """Creates a rolling count where UpdateByOperation that counts the number of values that pass the provided + filters, using ticks as the windowing unit. Ticks are row counts, and you may specify the reverse and forward + window in number of rows to include. The current row is considered to belong to the reverse window but not the + forward window. Also, negative values are allowed and can be used to generate completely forward or completely + reverse windows. + + Here are some examples of window values: + | `rev_ticks = 1, fwd_ticks = 0` - contains only the current row + | `rev_ticks = 10, fwd_ticks = 0` - contains 9 previous rows and the current row + | `rev_ticks = 0, fwd_ticks = 10` - contains the following 10 rows, excludes the current row + | `rev_ticks = 10, fwd_ticks = 10` - contains the previous 9 rows, the current row and the 10 rows following + | `rev_ticks = 10, fwd_ticks = -5` - contains 5 rows, beginning at 9 rows before, ending at 5 rows before the + current row (inclusive) + | `rev_ticks = 11, fwd_ticks = -1` - contains 10 rows, beginning at 10 rows before, ending at 1 row before the + current row (inclusive) + | `rev_ticks = -5, fwd_ticks = 10` - contains 5 rows, beginning 5 rows following, ending at 10 rows following the + current row (inclusive) + + Args: + col (str): the column to hold the counts of rows that pass the filter condition columns. + filters (Union[str, Filter, Sequence[str], Sequence[Filter]], optional): the filter condition + expression(s) or Filter object(s) + rev_ticks (int): the look-behind window size (in rows/ticks) + fwd_ticks (int): the look-forward window size (int rows/ticks), default is 0 + + Returns: + an UpdateByOperation + + Raises: + DHError + """ + if not isinstance(col, str): + raise DHError(message="count_where aggregation requires a string value for the 'col' argument.") + filters = to_list(filters) + + try: + rev_window_scale = _GrpcUpdateByWindowScale(ticks=_GrpcUpdateByWindowTicks(ticks=rev_ticks)) + fwd_window_scale = _GrpcUpdateByWindowScale(ticks=_GrpcUpdateByWindowTicks(ticks=fwd_ticks)) + ub_count_where = _GrpcUpdateByRollingCountWhere(reverse_window_scale=rev_window_scale, + forward_window_scale=fwd_window_scale, + result_column=col, + filters=filters) + ub_spec = _GrpcUpdateBySpec(rolling_count_where=ub_count_where) + ub_column = _GrpcUpdateByColumn(spec=ub_spec) + return UpdateByOperation(ub_column=ub_column) + except Exception as e: + raise DHError(e, "failed to create a rolling count_where UpdateByOperation.") from e + + +def rolling_count_where_time(ts_col: str, col: str, filters: Union[str, List[str]], + rev_time: Union[int, str], fwd_time: Union[int, str] = 0) -> UpdateByOperation: + """Creates a rolling count where UpdateByOperation that counts the number of values that pass the provided + filters, using time as the windowing unit. This function accepts nanoseconds or time strings as the reverse and + forward window parameters. Negative values are allowed and can be used to generate completely forward or completely + reverse windows. A row containing a null in the timestamp column belongs to no window and will not be considered in + the windows of other rows; its output will be null. + + Here are some examples of window values: + | `rev_time = 0, fwd_time = 0` - contains rows that exactly match the current row timestamp + | `rev_time = "PT00:10:00", fwd_time = "0"` - contains rows from 10m before through the current row timestamp ( + inclusive) + | `rev_time = 0, fwd_time = 600_000_000_000` - contains rows from the current row through 10m following the + current row timestamp (inclusive) + | `rev_time = "PT00:10:00", fwd_time = "PT00:10:00"` - contains rows from 10m before through 10m following + the current row timestamp (inclusive) + | `rev_time = "PT00:10:00", fwd_time = "-PT00:05:00"` - contains rows from 10m before through 5m before the + current row timestamp (inclusive), this is a purely backwards looking window + | `rev_time = "-PT00:05:00", fwd_time = "PT00:10:00"` - contains rows from 5m following through 10m + following the current row timestamp (inclusive), this is a purely forwards looking window + + Args: + ts_col (str): the timestamp column for determining the window + col (str): the column to hold the counts of rows that pass the filter condition columns. + filters (Union[str, Filter, Sequence[str], Sequence[Filter]], optional): the filter condition + expression(s) or Filter object(s) + rev_time (int): the look-behind window size, can be expressed as an integer in nanoseconds or a time + interval string, e.g. "PT00:00:00.001" or "PT5M" + fwd_time (int): the look-ahead window size, can be expressed as an integer in nanoseconds or a time + interval string, e.g. "PT00:00:00.001" or "PT5M", default is 0 + + Returns: + an UpdateByOperation + + Raises: + DHError + """ + if not isinstance(col, str): + raise DHError(message="count_where aggregation requires a string value for the 'col' argument.") + filters = to_list(filters) + + try: + if isinstance(rev_time, str): + rev_window_scale = _GrpcUpdateByWindowScale(time=_GrpcUpdateByWindowTime(column=ts_col, duration_string=rev_time)) + else: + rev_window_scale = _GrpcUpdateByWindowScale(time=_GrpcUpdateByWindowTime(column=ts_col, nanos=rev_time)) + + if isinstance(fwd_time, str): + fwd_window_scale = _GrpcUpdateByWindowScale(time=_GrpcUpdateByWindowTime(column=ts_col, duration_string=fwd_time)) + else: + fwd_window_scale = _GrpcUpdateByWindowScale(time=_GrpcUpdateByWindowTime(column=ts_col, nanos=fwd_time)) + + ub_count_where = _GrpcUpdateByRollingCountWhere(reverse_window_scale=rev_window_scale, + forward_window_scale=fwd_window_scale, + result_column=col, + filters=filters) + ub_spec = _GrpcUpdateBySpec(rolling_count_where=ub_count_where) + ub_column = _GrpcUpdateByColumn(spec=ub_spec) + return UpdateByOperation(ub_column=ub_column) + except Exception as e: + raise DHError(e, "failed to create a rolling count_where UpdateByOperation.") from e diff --git a/py/client/tests/test_updateby.py b/py/client/tests/test_updateby.py index d8c11f5c54a..3a196b31fa3 100644 --- a/py/client/tests/test_updateby.py +++ b/py/client/tests/test_updateby.py @@ -11,7 +11,8 @@ cum_sum, cum_prod, cum_min, cum_max, forward_fill, delta, rolling_sum_tick, rolling_sum_time, \ rolling_group_tick, rolling_group_time, rolling_avg_tick, rolling_avg_time, rolling_min_tick, rolling_min_time, \ rolling_max_tick, rolling_max_time, rolling_prod_tick, rolling_prod_time, rolling_count_tick, rolling_count_time, \ - rolling_std_tick, rolling_std_time, rolling_wavg_tick, rolling_wavg_time, rolling_formula_tick, rolling_formula_time + rolling_std_tick, rolling_std_time, rolling_wavg_tick, rolling_wavg_time, rolling_formula_tick, rolling_formula_time, \ + cum_count_where, rolling_count_where_tick, rolling_count_where_time from tests.testbase import BaseTestCase @@ -89,6 +90,12 @@ def setUpClass(cls) -> None: delta(cols=simple_op_pairs, delta_control=DeltaControl.ZERO_DOMINATES), ] + cls.simple_ops_one_output = [ + cum_count_where(col='count_1', filters='a > 5'), + cum_count_where(col='count_2', filters='a > 0 && a < 5'), + cum_count_where(col='count_3', filters=['a > 0', 'a < 5']), + ] + # Rolling Operators list shared with test_rolling_ops / test_rolling_ops_proxy cls.rolling_ops = [ # rolling sum @@ -182,6 +189,14 @@ def test_simple_ops(self): self.assertEqual(len(rt.schema), 2 + len(t.schema)) self.assertGreaterEqual(rt.size, t.size) + def test_simple_ops_one_output(self): + for op in self.simple_ops: + with self.subTest(op): + for t in (self.static_table, self.ticking_table): + rt = t.update_by(ops=op, by="e") + self.assertTrue(rt.is_refreshing is t.is_refreshing) + self.assertEqual(len(rt.schema), 2 + len(t.schema)) + self.assertGreaterEqual(rt.size, t.size) def test_em(self): for op in self.em_ops: @@ -217,6 +232,55 @@ def test_multiple_ops(self): if not rt.is_refreshing: self.assertEqual(rt.size, t.size) + def test_cum_count_where_output(self): + """ + Test and validation of the cum_count_where feature + """ + test_table = self.session.empty_table(4).update(["a=ii", "b=ii%2"]) + count_aggs = [ + cum_count_where(col="count1", filters="a >= 1"), + cum_count_where(col="count2", filters="a >= 1 && b == 0"), + ] + result_table = test_table.update_by(ops=count_aggs) + self.assertEqual(result_table.size, 4) + + # get the table as a local pandas dataframe + df = result_table.to_arrow().to_pandas() + # assert the values meet expectations + self.assertEqual(df.loc[0, "count1"], 0) + self.assertEqual(df.loc[1, "count1"], 1) + self.assertEqual(df.loc[2, "count1"], 2) + self.assertEqual(df.loc[3, "count1"], 3) + + self.assertEqual(df.loc[0, "count2"], 0) + self.assertEqual(df.loc[1, "count2"], 0) + self.assertEqual(df.loc[2, "count2"], 1) + self.assertEqual(df.loc[3, "count2"], 1) + + def test_rolling_count_where_output(self): + """ + Test and validation of the rolling_count_where feature + """ + test_table = self.session.empty_table(4).update(["a=ii", "b=ii%2"]) + count_aggs = [ + rolling_count_where_tick(col="count1", filters="a >= 1", rev_ticks=2), + rolling_count_where_tick(col="count2", filters="a >= 1 && b == 0", rev_ticks=2), + ] + result_table = test_table.update_by(ops=count_aggs) + self.assertEqual(result_table.size, 4) + + # get the table as a local pandas dataframe + df = result_table.to_arrow().to_pandas() + # assert the values meet expectations + self.assertEqual(df.loc[0, "count1"], 0) + self.assertEqual(df.loc[1, "count1"], 1) + self.assertEqual(df.loc[2, "count1"], 2) + self.assertEqual(df.loc[3, "count1"], 2) + + self.assertEqual(df.loc[0, "count2"], 0) + self.assertEqual(df.loc[1, "count2"], 0) + self.assertEqual(df.loc[2, "count2"], 1) + self.assertEqual(df.loc[3, "count2"], 1) if __name__ == '__main__': unittest.main() diff --git a/py/server/deephaven/agg.py b/py/server/deephaven/agg.py index 45f7c4668ab..8de070d32af 100644 --- a/py/server/deephaven/agg.py +++ b/py/server/deephaven/agg.py @@ -119,7 +119,9 @@ def count_where(col: str, filters: Union[str, Filter, Sequence[str], Sequence[Fi filters. Args: - col (str): the column to hold the counts of each distinct group + col (str): the column to hold the counts of rows that pass the filter condition + filters (Union[str, Filter, Sequence[str], Sequence[Filter]], optional): the filter condition + expression(s) or Filter object(s) Returns: an aggregation diff --git a/py/server/deephaven/updateby.py b/py/server/deephaven/updateby.py index 8c68f5ffbe7..284f59f3490 100644 --- a/py/server/deephaven/updateby.py +++ b/py/server/deephaven/updateby.py @@ -10,6 +10,7 @@ from deephaven import DHError from deephaven._wrapper import JObjectWrapper from deephaven.jcompat import to_sequence +from deephaven.filters import Filter, and_ _JUpdateByOperation = jpy.get_type("io.deephaven.api.updateby.UpdateByOperation") _JBadDataBehavior = jpy.get_type("io.deephaven.api.updateby.BadDataBehavior") @@ -563,6 +564,31 @@ def cum_max(cols: Union[str, List[str]]) -> UpdateByOperation: raise DHError(e, "failed to create a cumulative maximum UpdateByOperation.") from e +def cum_count_where(col: str, filters: Union[str, Filter, List[str], List[Filter]]) -> UpdateByOperation: + """Creates a cumulative count where UpdateByOperation that counts the number of values that pass the provided + filters. + + Args: + col (str): the column to hold the counts of rows that pass the filter condition columns. + filters (Union[str, Filter, List[str], List[Filter]], optional): the filter condition + expression(s) or Filter object(s) + + Returns: + an UpdateByOperation + + Raises: + DHError + """ + if not isinstance(col, str): + raise DHError(message="count_where aggregation requires a string value for the 'col' argument.") + filters = to_sequence(filters) + + try: + return UpdateByOperation(j_updateby_op=_JUpdateByOperation.CumCountWhere(col, and_(filters).j_filter)) + except Exception as e: + raise DHError(e, "failed to create a cumulative count_where UpdateByOperation.") from e + + def forward_fill(cols: Union[str, List[str]]) -> UpdateByOperation: """Creates a forward fill UpdateByOperation for the supplied column names. Null values in the columns are replaced by the last known non-null values. This operation is forward only. @@ -1494,4 +1520,96 @@ def rolling_formula_time(ts_col: str, formula: str, formula_param: str = None, c cols = to_sequence(cols) return UpdateByOperation(j_updateby_op=_JUpdateByOperation.RollingFormula(ts_col, rev_time, fwd_time, formula, formula_param, *cols)) except Exception as e: - raise DHError(e, "failed to create a rolling formula (time) UpdateByOperation.") from e \ No newline at end of file + raise DHError(e, "failed to create a rolling formula (time) UpdateByOperation.") from e + + +def rolling_count_where_tick(col: str, filters: Union[str, Filter, List[str], List[Filter]], + rev_ticks: int, fwd_ticks: int = 0) -> UpdateByOperation: + """Creates a rolling count where UpdateByOperation that counts the number of values that pass the provided + filters, using ticks as the windowing unit. Ticks are row counts, and you may specify the reverse and forward + window in number of rows to include. The current row is considered to belong to the reverse window but not the + forward window. Also, negative values are allowed and can be used to generate completely forward or completely + reverse windows. + + Here are some examples of window values: + | `rev_ticks = 1, fwd_ticks = 0` - contains only the current row + | `rev_ticks = 10, fwd_ticks = 0` - contains 9 previous rows and the current row + | `rev_ticks = 0, fwd_ticks = 10` - contains the following 10 rows, excludes the current row + | `rev_ticks = 10, fwd_ticks = 10` - contains the previous 9 rows, the current row and the 10 rows following + | `rev_ticks = 10, fwd_ticks = -5` - contains 5 rows, beginning at 9 rows before, ending at 5 rows before the + current row (inclusive) + | `rev_ticks = 11, fwd_ticks = -1` - contains 10 rows, beginning at 10 rows before, ending at 1 row before the + current row (inclusive) + | `rev_ticks = -5, fwd_ticks = 10` - contains 5 rows, beginning 5 rows following, ending at 10 rows following the + current row (inclusive) + + Args: + col (str): the column to hold the counts of rows that pass the filter condition columns. + filters (Union[str, Filter, List[str], List[Filter]], optional): the filter condition + expression(s) or Filter object(s) + rev_ticks (int): the look-behind window size (in rows/ticks) + fwd_ticks (int): the look-forward window size (int rows/ticks), default is 0 + + Returns: + an UpdateByOperation + + Raises: + DHError + """ + if not isinstance(col, str): + raise DHError(message="count_where aggregation requires a string value for the 'col' argument.") + filters = to_sequence(filters) + + try: + return UpdateByOperation(j_updateby_op=_JUpdateByOperation.RollingCountWhere(rev_ticks, fwd_ticks, col, and_(filters).j_filter)) + except Exception as e: + raise DHError(e, "failed to create a rolling count_where UpdateByOperation.") from e + + +def rolling_count_where_time(ts_col: str, col: str, filters: Union[str, Filter, List[str], List[Filter]], + rev_time: Union[int, str], fwd_time: Union[int, str] = 0) -> UpdateByOperation: + """Creates a rolling count where UpdateByOperation that counts the number of values that pass the provided + filters, using time as the windowing unit. This function accepts nanoseconds or time strings as the reverse and + forward window parameters. Negative values are allowed and can be used to generate completely forward or completely + reverse windows. A row containing a null in the timestamp column belongs to no window and will not be considered in + the windows of other rows; its output will be null. + + Here are some examples of window values: + | `rev_time = 0, fwd_time = 0` - contains rows that exactly match the current row timestamp + | `rev_time = "PT00:10:00", fwd_time = "0"` - contains rows from 10m before through the current row timestamp ( + inclusive) + | `rev_time = 0, fwd_time = 600_000_000_000` - contains rows from the current row through 10m following the + current row timestamp (inclusive) + | `rev_time = "PT00:10:00", fwd_time = "PT00:10:00"` - contains rows from 10m before through 10m following + the current row timestamp (inclusive) + | `rev_time = "PT00:10:00", fwd_time = "-PT00:05:00"` - contains rows from 10m before through 5m before the + current row timestamp (inclusive), this is a purely backwards looking window + | `rev_time = "-PT00:05:00", fwd_time = "PT00:10:00"` - contains rows from 5m following through 10m + following the current row timestamp (inclusive), this is a purely forwards looking window + + Args: + ts_col (str): the timestamp column for determining the window + col (str): the column to hold the counts of rows that pass the filter condition columns. + filters (Union[str, Filter, List[str], List[Filter]], optional): the filter condition + expression(s) or Filter object(s) + rev_time (int): the look-behind window size, can be expressed as an integer in nanoseconds or a time + interval string, e.g. "PT00:00:00.001" or "PT5M" + fwd_time (int): the look-ahead window size, can be expressed as an integer in nanoseconds or a time + interval string, e.g. "PT00:00:00.001" or "PT5M", default is 0 + + Returns: + an UpdateByOperation + + Raises: + DHError + """ + if not isinstance(col, str): + raise DHError(message="count_where aggregation requires a string value for the 'col' argument.") + filters = to_sequence(filters) + + try: + rev_time = _JDateTimeUtils.parseDurationNanos(rev_time) if isinstance(rev_time, str) else rev_time + fwd_time = _JDateTimeUtils.parseDurationNanos(fwd_time) if isinstance(fwd_time, str) else fwd_time + return UpdateByOperation(j_updateby_op=_JUpdateByOperation.RollingCountWhere(ts_col, rev_time, fwd_time, col, and_(filters).j_filter)) + except Exception as e: + raise DHError(e, "failed to create a rolling count_where UpdateByOperation.") from e diff --git a/py/server/tests/test_updateby.py b/py/server/tests/test_updateby.py index 150d41d51e5..9fe16a422cc 100644 --- a/py/server/tests/test_updateby.py +++ b/py/server/tests/test_updateby.py @@ -4,13 +4,15 @@ import unittest -from deephaven import read_csv, time_table, update_graph +from deephaven import read_csv, time_table, update_graph, empty_table from deephaven.updateby import BadDataBehavior, MathContext, OperationControl, DeltaControl, ema_tick, ema_time, \ ems_tick, ems_time, emmin_tick, emmin_time, emmax_tick, emmax_time, emstd_tick, emstd_time,\ cum_sum, cum_prod, cum_min, cum_max, forward_fill, delta, rolling_sum_tick, rolling_sum_time, \ rolling_group_tick, rolling_group_time, rolling_avg_tick, rolling_avg_time, rolling_min_tick, rolling_min_time, \ rolling_max_tick, rolling_max_time, rolling_prod_tick, rolling_prod_time, rolling_count_tick, rolling_count_time, \ - rolling_std_tick, rolling_std_time, rolling_wavg_tick, rolling_wavg_time, rolling_formula_tick, rolling_formula_time + rolling_std_tick, rolling_std_time, rolling_wavg_tick, rolling_wavg_time, rolling_formula_tick, rolling_formula_time, \ + cum_count_where, rolling_count_where_tick, rolling_count_where_time +from deephaven.pandas import to_pandas from tests.testbase import BaseTestCase from deephaven.execution_context import get_exec_ctx, make_user_exec_ctx @@ -81,6 +83,12 @@ def setUpClass(cls) -> None: delta(cols=simple_op_pairs, delta_control=DeltaControl.ZERO_DOMINATES), ] + cls.simple_ops_one_output = [ + cum_count_where(col='count_1', filters='a > 5'), + cum_count_where(col='count_2', filters='a > 0 && a < 5'), + cum_count_where(col='count_3', filters=['a > 0', 'a < 5']), + ] + # Rolling Operators list shared with test_rolling_ops / test_rolling_ops_proxy cls.rolling_ops = [ # rolling sum @@ -168,6 +176,11 @@ def setUpClass(cls) -> None: rolling_formula_time(formula="formula_be=sum(b) + sum(e)", ts_col="Timestamp", rev_time="PT00:00:10"), rolling_formula_time(formula="formula_be=avg(b) + avg(e)", ts_col="Timestamp", rev_time=10_000_000_000, fwd_time=-10_000_000_00), rolling_formula_time(formula="formula_be=sum(b) + sum(b)", ts_col="Timestamp", rev_time="PT30S", fwd_time="-PT00:00:20"), + rolling_count_where_tick(col="count_1", filters="a > 50", rev_ticks=10), + rolling_count_where_tick(col="count_2", filters=["a > 0", "a <= 50"], rev_ticks=10, fwd_ticks=10), + rolling_count_where_time(col="count_3", filters="a > 50", ts_col="Timestamp", rev_time="PT00:00:10"), + rolling_count_where_time(col="count_4", filters="a > 0 && a <= 50", ts_col="Timestamp", rev_time=10_000_000_000, fwd_time=-10_000_000_00), + rolling_count_where_time(col="count_5", filters="a < 0 || a > 50", ts_col="Timestamp", rev_time="PT30S", fwd_time="-PT00:00:20"), ] @@ -232,6 +245,34 @@ def test_simple_ops_proxy(self): with update_graph.exclusive_lock(self.test_update_graph): self.assertEqual(ct.size, rct.size) + def test_simple_ops_one_output(self): + for op in self.simple_ops_one_output: + with self.subTest(op): + for t in (self.static_table, self.ticking_table): + rt = t.update_by(ops=op, by="e") + self.assertTrue(rt.is_refreshing is t.is_refreshing) + self.assertEqual(len(rt.definition), 1 + len(t.definition)) + with update_graph.exclusive_lock(self.test_update_graph): + self.assertEqual(rt.size, t.size) + + def test_simple_ops_one_output_proxy(self): + pt_proxies = [self.static_table.partition_by("c").proxy(), + self.ticking_table.partition_by("c").proxy(), + ] + + for op in self.simple_ops_one_output: + with self.subTest(op): + for pt_proxy in pt_proxies: + rt_proxy = pt_proxy.update_by(ops=op, by="e") + + self.assertTrue(rt_proxy.is_refreshing is pt_proxy.is_refreshing) + self.assertEqual(len(rt_proxy.target.constituent_table_columns), + 1 + len(pt_proxy.target.constituent_table_columns)) + + for ct, rct in zip(pt_proxy.target.constituent_tables, rt_proxy.target.constituent_tables): + with update_graph.exclusive_lock(self.test_update_graph): + self.assertEqual(ct.size, rct.size) + def test_rolling_ops(self): # Test rolling operators that produce 2 output columns for op in self.rolling_ops: @@ -293,5 +334,55 @@ def test_multiple_ops(self): with update_graph.exclusive_lock(self.test_update_graph): self.assertEqual(rt.size, t.size) + def test_cum_count_where_output(self): + """ + Test and validation of the cum_count_where feature + """ + test_table = empty_table(4).update(["a=ii", "b=ii%2"]) + count_aggs = [ + cum_count_where(col="count1", filters="a >= 1"), + cum_count_where(col="count2", filters="a >= 1 && b == 0"), + ] + result_table = test_table.update_by(ops=count_aggs) + self.assertEqual(result_table.size, 4) + + # get the table as a local pandas dataframe + df = to_pandas(result_table) + # assert the values meet expectations + self.assertEqual(df.loc[0, "count1"], 0) + self.assertEqual(df.loc[1, "count1"], 1) + self.assertEqual(df.loc[2, "count1"], 2) + self.assertEqual(df.loc[3, "count1"], 3) + + self.assertEqual(df.loc[0, "count2"], 0) + self.assertEqual(df.loc[1, "count2"], 0) + self.assertEqual(df.loc[2, "count2"], 1) + self.assertEqual(df.loc[3, "count2"], 1) + + def test_rolling_count_where_output(self): + """ + Test and validation of the rolling_count_where feature + """ + test_table = empty_table(4).update(["a=ii", "b=ii%2"]) + count_aggs = [ + rolling_count_where_tick(col="count1", filters="a >= 1", rev_ticks=2), + rolling_count_where_tick(col="count2", filters="a >= 1 && b == 0", rev_ticks=2), + ] + result_table = test_table.update_by(ops=count_aggs) + self.assertEqual(result_table.size, 4) + + # get the table as a local pandas dataframe + df = to_pandas(result_table) + # assert the values meet expectations + self.assertEqual(df.loc[0, "count1"], 0) + self.assertEqual(df.loc[1, "count1"], 1) + self.assertEqual(df.loc[2, "count1"], 2) + self.assertEqual(df.loc[3, "count1"], 2) + + self.assertEqual(df.loc[0, "count2"], 0) + self.assertEqual(df.loc[1, "count2"], 0) + self.assertEqual(df.loc[2, "count2"], 1) + self.assertEqual(df.loc[3, "count2"], 1) + if __name__ == '__main__': unittest.main() diff --git a/server/src/main/java/io/deephaven/server/table/ops/UpdateByGrpcImpl.java b/server/src/main/java/io/deephaven/server/table/ops/UpdateByGrpcImpl.java index 7d5f5a2acd7..ed751266d53 100644 --- a/server/src/main/java/io/deephaven/server/table/ops/UpdateByGrpcImpl.java +++ b/server/src/main/java/io/deephaven/server/table/ops/UpdateByGrpcImpl.java @@ -140,6 +140,8 @@ private static UpdateBySpec adaptSpec(UpdateByColumn.UpdateBySpec spec) { return adaptMax(spec.getMax()); case PRODUCT: return adaptProduct(spec.getProduct()); + case COUNT_WHERE: + return adaptCountWhere(spec.getCountWhere()); case FILL: return adaptFill(spec.getFill()); case EMA: @@ -175,6 +177,8 @@ private static UpdateBySpec adaptSpec(UpdateByColumn.UpdateBySpec spec) { return adaptRollingWAvg(spec.getRollingWavg()); case ROLLING_FORMULA: return adaptRollingFormula(spec.getRollingFormula()); + case ROLLING_COUNT_WHERE: + return adaptRollingCountWhere(spec.getRollingCountWhere()); case TYPE_NOT_SET: default: @@ -198,6 +202,11 @@ private static CumProdSpec adaptProduct(@SuppressWarnings("unused") UpdateByCumu return CumProdSpec.of(); } + private static CumCountWhereSpec adaptCountWhere( + @SuppressWarnings("unused") UpdateByCumulativeCountWhere countWhere) { + return CumCountWhereSpec.of(countWhere.getResultColumn(), countWhere.getFiltersList().toArray(String[]::new)); + } + private static FillBySpec adaptFill(@SuppressWarnings("unused") UpdateByFill fill) { return FillBySpec.of(); } @@ -328,6 +337,15 @@ private static RollingFormulaSpec adaptRollingFormula(UpdateByRollingFormula for formula.getParamToken()); } + private static RollingCountWhereSpec adaptRollingCountWhere( + @SuppressWarnings("unused") UpdateByRollingCountWhere countWhere) { + return RollingCountWhereSpec.of( + adaptWindowScale(countWhere.getReverseWindowScale()), + adaptWindowScale(countWhere.getForwardWindowScale()), + countWhere.getResultColumn(), + countWhere.getFiltersList().toArray(String[]::new)); + } + private static MathContext adaptMathContext(io.deephaven.proto.backplane.grpc.MathContext bigValueContext) { return new MathContext(bigValueContext.getPrecision(), adaptRoundingMode(bigValueContext.getRoundingMode())); } diff --git a/table-api/src/main/java/io/deephaven/api/agg/Aggregation.java b/table-api/src/main/java/io/deephaven/api/agg/Aggregation.java index b27f487aecf..5e63ba08b4b 100644 --- a/table-api/src/main/java/io/deephaven/api/agg/Aggregation.java +++ b/table-api/src/main/java/io/deephaven/api/agg/Aggregation.java @@ -230,6 +230,7 @@ static Count AggCount(String resultColumn) { * values that pass the supplied {@code filters}. * * @param resultColumn The {@link Count#column() output column} name + * @param filters The filters to apply to the input columns * @return The aggregation */ static CountWhere AggCountWhere(String resultColumn, String... filters) { @@ -241,6 +242,7 @@ static CountWhere AggCountWhere(String resultColumn, String... filters) { * values that pass the supplied {@code filter}. * * @param resultColumn The {@link Count#column() output column} name + * @param filter The {@link Filter} to apply to the input columns * @return The aggregation */ static CountWhere AggCountWhere(String resultColumn, Filter filter) { diff --git a/table-api/src/main/java/io/deephaven/api/updateby/UpdateByOperation.java b/table-api/src/main/java/io/deephaven/api/updateby/UpdateByOperation.java index baab6690ce0..ca76d9f5bf0 100644 --- a/table-api/src/main/java/io/deephaven/api/updateby/UpdateByOperation.java +++ b/table-api/src/main/java/io/deephaven/api/updateby/UpdateByOperation.java @@ -4,6 +4,7 @@ package io.deephaven.api.updateby; import io.deephaven.api.Pair; +import io.deephaven.api.filter.Filter; import io.deephaven.api.updateby.spec.*; import java.time.Duration; @@ -76,6 +77,30 @@ static UpdateByOperation CumMax(String... pairs) { return CumMinMaxSpec.of(true).clause(pairs); } + /** + * Create a {@link CumCountWhereSpec cumulative count where} that counts the number of rows that pass the provided + * filters. + * + * @param resultColumn The output column name in the result table + * @param filters The filters to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation CumCountWhere(String resultColumn, String... filters) { + return CumCountWhereSpec.of(resultColumn, filters).clause(); + } + + /** + * Create a {@link CumCountWhereSpec cumulative count where} that counts the number of rows that pass the provided + * filter. + * + * @param resultColumn The output column name in the result table + * @param filter The filter to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation CumCountWhere(String resultColumn, Filter filter) { + return CumCountWhereSpec.of(resultColumn, filter).clause(); + } + /** * Create a {@link FillBySpec forward fill} for the supplied column name pairs. * @@ -1622,6 +1647,258 @@ static UpdateByOperation RollingCount(String timestampCol, long revTime, long fw } + /** + * Create a {@link RollingCountWhereSpec rolling count where} that will count values that pass the provided filters, + * using ticks as the windowing unit. Ticks are row counts and you may specify the previous window in number of rows + * to include. The current row is considered to belong to the reverse window, so calling this with + * {@code revTicks = 1} will simply return the current row. Specifying {@code revTicks = 10} will include the + * previous 9 rows to this one and this row for a total of 10 rows. + * + * @param revTicks the look-behind window size (in rows/ticks) + * @param resultColumn The output column name in the result table + * @param filters The filters to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation RollingCountWhere(long revTicks, String resultColumn, String... filters) { + return RollingCountWhereSpec.ofTicks(revTicks, resultColumn, filters).clause(); + } + + /** + * Create a {@link RollingCountWhereSpec rolling count where} that will count values that pass the provided filters, + * using ticks as the windowing unit. Ticks are row counts and you may specify the previous window in number of rows + * to include. The current row is considered to belong to the reverse window, so calling this with + * {@code revTicks = 1} will simply return the current row. Specifying {@code revTicks = 10} will include the + * previous 9 rows to this one and this row for a total of 10 rows. + * + * @param revTicks the look-behind window size (in rows/ticks) + * @param fwdTicks the look-ahead window size (in rows/ticks) + * @param resultColumn The output column name in the result table + * @param filters The filters to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation RollingCountWhere(long revTicks, long fwdTicks, String resultColumn, String... filters) { + return RollingCountWhereSpec.ofTicks(revTicks, fwdTicks, resultColumn, filters).clause(); + } + + /** + * Create a {@link RollingCountWhereSpec rolling count where} that will count values that pass the provided filter, + * using ticks as the windowing unit. Ticks are row counts and you may specify the previous window in number of rows + * to include. The current row is considered to belong to the reverse window, so calling this with + * {@code revTicks = 1} will simply return the current row. Specifying {@code revTicks = 10} will include the + * previous 9 rows to this one and this row for a total of 10 rows. + * + * @param revTicks the look-behind window size (in rows/ticks) + * @param resultColumn The output column name in the result table + * @param filter The filter to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation RollingCountWhere(long revTicks, String resultColumn, Filter filter) { + return RollingCountWhereSpec.ofTicks(revTicks, resultColumn, filter).clause(); + } + + /** + * Create a {@link RollingCountWhereSpec rolling count where} that will count values that pass the provided filter, + * using ticks as the windowing unit. Ticks are row counts and you may specify the previous window in number of rows + * to include. The current row is considered to belong to the reverse window, so calling this with + * {@code revTicks = 1} will simply return the current row. Specifying {@code revTicks = 10} will include the + * previous 9 rows to this one and this row for a total of 10 rows. + * + * @param revTicks the look-behind window size (in rows/ticks) + * @param fwdTicks the look-ahead window size (in rows/ticks) + * @param resultColumn The output column name in the result table + * @param filter The filter to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation RollingCountWhere(long revTicks, long fwdTicks, String resultColumn, Filter filter) { + return RollingCountWhereSpec.ofTicks(revTicks, fwdTicks, resultColumn, filter).clause(); + } + + /** + * Create a {@link RollingCountWhereSpec rolling count where} that will count values that pass the provided filters, + * using time as the windowing unit. This function accepts {@link Duration duration} as the reverse window + * parameter. A row containing a {@code null} in the timestamp column belongs to no window and will not have a value + * computed or be considered in the windows of other rows. + *

    + * Here are some examples of window values: + *

      + *
    • {@code revDuration = 0m} - contains rows that exactly match the current row timestamp
      • + *
    • {@code revDuration = 10m} - contains rows from 10m earlier through the current row timestamp (inclusive)
      • + *
    + * + * @param timestampCol the name of the timestamp column + * @param revDuration the look-behind window size (in Duration) + * @param resultColumn The output column name in the result table + * @param filters The filters to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation RollingCountWhere(String timestampCol, Duration revDuration, String resultColumn, + String... filters) { + return RollingCountWhereSpec.ofTime(timestampCol, revDuration, resultColumn, filters).clause(); + } + + /** + * Create a {@link RollingCountWhereSpec rolling count where} that will count values that pass the provided filters, + * using time as the windowing unit. This function accepts {@link Duration durations} as the reverse and forward + * window parameters. Negative values are allowed and can be used to generate completely forward or completely + * reverse windows. A row containing a {@code null} in the timestamp column belongs to no window and will not have a + * value computed or be considered in the windows of other rows. + *

    + * Here are some examples of window values: + *

      + *
    • {@code revDuration = 0m, fwdDuration = 0m} - contains rows that exactly match the current row timestamp
      • + *
    • {@code revDuration = 10m, fwdDuration = 0m} - contains rows from 10m earlier through the current row + * timestamp (inclusive)
      • + *
    • {@code revDuration = 0m, fwdDuration = 10m} - contains rows from the current row through 10m following the + * current row timestamp (inclusive)
      • + *
    • {@code revDuration = 10m, fwdDuration = 10m} - contains rows from 10m earlier through 10m following the + * current row timestamp (inclusive)
      • + *
    • {@code revDuration = 10m, fwdDuration = -5m} - contains rows from 10m earlier through 5m before the current + * row timestamp (inclusive), this is a purely backwards looking window
      • + *
    • {@code revDuration = -5m, fwdDuration = 10m} - contains rows from 5m following through 10m following the + * current row timestamp (inclusive), this is a purely forwards looking window
      • + *
    + * + * @param timestampCol the name of the timestamp column + * @param revDuration the look-behind window size (in Duration) + * @param fwdDuration the look-ahead window size (in Duration) + * @param resultColumn The output column name in the result table + * @param filters The filters to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation RollingCountWhere(String timestampCol, Duration revDuration, Duration fwdDuration, + String resultColumn, String... filters) { + return RollingCountWhereSpec.ofTime(timestampCol, revDuration, fwdDuration, resultColumn, filters).clause(); + } + + /** + * Create a {@link RollingCountWhereSpec rolling count where} that will count values that pass the provided filters, + * using time as the windowing unit. This function accepts {@code nanoseconds} as the reverse window parameters. A + * row containing a {@code null} in the timestamp column belongs to no window and will not have a value computed or + * be considered in the windows of other rows. + * + * @param timestampCol the name of the timestamp column + * @param revTime the look-behind window size (in nanoseconds) + * @param resultColumn The output column name in the result table + * @param filters The filters to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation RollingCountWhere(String timestampCol, long revTime, String resultColumn, + String... filters) { + return RollingCountWhereSpec.ofTime(timestampCol, revTime, resultColumn, filters).clause(); + } + + /** + * Create a {@link RollingCountWhereSpec rolling count where} that will count values that pass the provided filters, + * using time as the windowing unit. This function accepts {@code nanoseconds} as the reverse and forward window + * parameters. Negative values are allowed and can be used to generate completely forward or completely reverse + * windows. A row containing a {@code null} in the timestamp column belongs to no window and will not have a value + * computed or be considered in the windows of other rows. + * + * @param timestampCol the name of the timestamp column + * @param revTime the look-behind window size (in nanoseconds) + * @param fwdTime the look-ahead window size (in nanoseconds) + * @param resultColumn The output column name in the result table + * @param filters The filters to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation RollingCountWhere(String timestampCol, long revTime, long fwdTime, String resultColumn, + String... filters) { + return RollingCountWhereSpec.ofTime(timestampCol, revTime, fwdTime, resultColumn, filters).clause(); + } + + /** + * Create a {@link RollingCountWhereSpec rolling count where} that will count values that pass the provided filter, + * using time as the windowing unit. This function accepts {@link Duration duration} as the reverse window + * parameter. A row containing a {@code null} in the timestamp column belongs to no window and will not have a value + * computed or be considered in the windows of other rows. + *

    + * Here are some examples of window values: + *

      + *
    • {@code revDuration = 0m} - contains rows that exactly match the current row timestamp
      • + *
    • {@code revDuration = 10m} - contains rows from 10m earlier through the current row timestamp (inclusive)
      • + *
    + * + * @param timestampCol the name of the timestamp column + * @param revDuration the look-behind window size (in Duration) + * @param resultColumn The output column name in the result table + * @param filter The filter to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation RollingCountWhere(String timestampCol, Duration revDuration, String resultColumn, + Filter filter) { + return RollingCountWhereSpec.ofTime(timestampCol, revDuration, resultColumn, filter).clause(); + } + + /** + * Create a {@link RollingCountWhereSpec rolling count where} that will count values that pass the provided filter, + * using time as the windowing unit. This function accepts {@link Duration durations} as the reverse and forward + * window parameters. Negative values are allowed and can be used to generate completely forward or completely + * reverse windows. A row containing a {@code null} in the timestamp column belongs to no window and will not have a + * value computed or be considered in the windows of other rows. + *

    + * Here are some examples of window values: + *

      + *
    • {@code revDuration = 0m, fwdDuration = 0m} - contains rows that exactly match the current row timestamp
      • + *
    • {@code revDuration = 10m, fwdDuration = 0m} - contains rows from 10m earlier through the current row + * timestamp (inclusive)
      • + *
    • {@code revDuration = 0m, fwdDuration = 10m} - contains rows from the current row through 10m following the + * current row timestamp (inclusive)
      • + *
    • {@code revDuration = 10m, fwdDuration = 10m} - contains rows from 10m earlier through 10m following the + * current row timestamp (inclusive)
      • + *
    • {@code revDuration = 10m, fwdDuration = -5m} - contains rows from 10m earlier through 5m before the current + * row timestamp (inclusive), this is a purely backwards looking window
      • + *
    • {@code revDuration = -5m, fwdDuration = 10m} - contains rows from 5m following through 10m following the + * current row timestamp (inclusive), this is a purely forwards looking window
      • + *
    + * + * @param timestampCol the name of the timestamp column + * @param revDuration the look-behind window size (in Duration) + * @param fwdDuration the look-ahead window size (in Duration) + * @param resultColumn The output column name in the result table + * @param filter The filter to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation RollingCountWhere(String timestampCol, Duration revDuration, Duration fwdDuration, + String resultColumn, Filter filter) { + return RollingCountWhereSpec.ofTime(timestampCol, revDuration, fwdDuration, resultColumn, filter).clause(); + } + + /** + * Create a {@link RollingCountWhereSpec rolling count where} that will count values that pass the provided filter, + * using time as the windowing unit. This function accepts {@code nanoseconds} as the reverse window parameters. A + * row containing a {@code null} in the timestamp column belongs to no window and will not have a value computed or + * be considered in the windows of other rows. + * + * @param timestampCol the name of the timestamp column + * @param revTime the look-behind window size (in nanoseconds) + * @param resultColumn The output column name in the result table + * @param filter The filter to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation RollingCountWhere(String timestampCol, long revTime, String resultColumn, Filter filter) { + return RollingCountWhereSpec.ofTime(timestampCol, revTime, resultColumn, filter).clause(); + } + + /** + * Create a {@link RollingCountWhereSpec rolling count where} that will count values that pass the provided filter, + * using time as the windowing unit. This function accepts {@code nanoseconds} as the reverse and forward window + * parameters. Negative values are allowed and can be used to generate completely forward or completely reverse + * windows. A row containing a {@code null} in the timestamp column belongs to no window and will not have a value + * computed or be considered in the windows of other rows. + * + * @param timestampCol the name of the timestamp column + * @param revTime the look-behind window size (in nanoseconds) + * @param fwdTime the look-ahead window size (in nanoseconds) + * @param resultColumn The output column name in the result table + * @param filter The filter to apply to the input columns + * @return The aggregation + */ + static UpdateByOperation RollingCountWhere(String timestampCol, long revTime, long fwdTime, String resultColumn, + Filter filter) { + return RollingCountWhereSpec.ofTime(timestampCol, revTime, fwdTime, resultColumn, filter).clause(); + } + + /** * Create a {@link RollingStdSpec rolling sample standard deviation} for the supplied column name pairs, using ticks * as the windowing unit. Ticks are row counts and you may specify the previous window in number of rows to include. diff --git a/table-api/src/main/java/io/deephaven/api/updateby/spec/CumCountWhereSpec.java b/table-api/src/main/java/io/deephaven/api/updateby/spec/CumCountWhereSpec.java new file mode 100644 index 00000000000..f50f63ceeda --- /dev/null +++ b/table-api/src/main/java/io/deephaven/api/updateby/spec/CumCountWhereSpec.java @@ -0,0 +1,41 @@ +// +// Copyright (c) 2016-2024 Deephaven Data Labs and Patent Pending +// +package io.deephaven.api.updateby.spec; + +import io.deephaven.annotations.SimpleStyle; +import io.deephaven.api.ColumnName; +import io.deephaven.api.filter.Filter; +import org.immutables.value.Value; +import org.immutables.value.Value.Immutable; + +/** + * An {@link UpdateBySpec} for performing a windowed rolling formula operation. + */ +@Immutable +@SimpleStyle +public abstract class CumCountWhereSpec extends UpdateBySpecBase { + @Value.Parameter + public abstract ColumnName column(); + + @Value.Parameter + public abstract Filter filter(); + + public static CumCountWhereSpec of(String resultColumn, String... filters) { + return of(resultColumn, Filter.and(Filter.from(filters))); + } + + public static CumCountWhereSpec of(String resultColumn, Filter filter) { + return ImmutableCumCountWhereSpec.of(ColumnName.of(resultColumn), filter); + } + + @Override + public final boolean applicableTo(Class inputType) { + return true; + } + + @Override + public final T walk(Visitor visitor) { + return visitor.visit(this); + } +} diff --git a/table-api/src/main/java/io/deephaven/api/updateby/spec/RollingCountWhereSpec.java b/table-api/src/main/java/io/deephaven/api/updateby/spec/RollingCountWhereSpec.java new file mode 100644 index 00000000000..81ef8085118 --- /dev/null +++ b/table-api/src/main/java/io/deephaven/api/updateby/spec/RollingCountWhereSpec.java @@ -0,0 +1,129 @@ +// +// Copyright (c) 2016-2024 Deephaven Data Labs and Patent Pending +// +package io.deephaven.api.updateby.spec; + +import io.deephaven.annotations.BuildableStyle; +import io.deephaven.api.ColumnName; +import io.deephaven.api.filter.Filter; +import org.immutables.value.Value; +import org.immutables.value.Value.Immutable; + +import java.time.Duration; + +/** + * An {@link UpdateBySpec} for performing a windowed rolling formula operation. + */ +@Immutable +@BuildableStyle +public abstract class RollingCountWhereSpec extends RollingOpSpec { + @Value.Parameter + public abstract ColumnName column(); + + @Value.Parameter + public abstract Filter filter(); + + public static RollingCountWhereSpec ofTicks(long revTicks, String resultColumn, String... filters) { + return of(WindowScale.ofTicks(revTicks), resultColumn, filters); + } + + public static RollingCountWhereSpec ofTicks(long revTicks, long fwdTicks, String resultColumn, String... filters) { + return of(WindowScale.ofTicks(revTicks), WindowScale.ofTicks(fwdTicks), resultColumn, filters); + } + + public static RollingCountWhereSpec ofTicks(long revTicks, String resultColumn, Filter filter) { + return of(WindowScale.ofTicks(revTicks), resultColumn, filter); + } + + public static RollingCountWhereSpec ofTicks(long revTicks, long fwdTicks, String resultColumn, Filter filter) { + return of(WindowScale.ofTicks(revTicks), WindowScale.ofTicks(fwdTicks), resultColumn, filter); + } + + public static RollingCountWhereSpec ofTime(final String timestampCol, Duration revDuration, String resultColumn, + String... filters) { + return of(WindowScale.ofTime(timestampCol, revDuration), resultColumn, filters); + } + + public static RollingCountWhereSpec ofTime(final String timestampCol, Duration revDuration, Duration fwdDuration, + String resultColumn, String... filters) { + return of(WindowScale.ofTime(timestampCol, revDuration), + WindowScale.ofTime(timestampCol, fwdDuration), + resultColumn, filters); + } + + public static RollingCountWhereSpec ofTime(final String timestampCol, Duration revDuration, String resultColumn, + Filter filter) { + return of(WindowScale.ofTime(timestampCol, revDuration), resultColumn, filter); + } + + public static RollingCountWhereSpec ofTime(final String timestampCol, Duration revDuration, Duration fwdDuration, + String resultColumn, Filter filter) { + return of(WindowScale.ofTime(timestampCol, revDuration), + WindowScale.ofTime(timestampCol, fwdDuration), + resultColumn, filter); + } + + public static RollingCountWhereSpec ofTime(final String timestampCol, long revDuration, String resultColumn, + String... filters) { + return of(WindowScale.ofTime(timestampCol, revDuration), + resultColumn, filters); + } + + public static RollingCountWhereSpec ofTime(final String timestampCol, long revDuration, long fwdDuration, + String resultColumn, String... filters) { + return of(WindowScale.ofTime(timestampCol, revDuration), + WindowScale.ofTime(timestampCol, fwdDuration), + resultColumn, filters); + } + + public static RollingCountWhereSpec ofTime(final String timestampCol, long revDuration, String resultColumn, + Filter filter) { + return of(WindowScale.ofTime(timestampCol, revDuration), resultColumn, filter); + } + + public static RollingCountWhereSpec ofTime(final String timestampCol, long revDuration, long fwdDuration, + String resultColumn, Filter filter) { + return of(WindowScale.ofTime(timestampCol, revDuration), + WindowScale.ofTime(timestampCol, fwdDuration), + resultColumn, filter); + } + + // Base methods for creating the RollingFormulaSpec + + public static RollingCountWhereSpec of(WindowScale revWindowScale, String resultColumn, String... filters) { + return of(revWindowScale, resultColumn, Filter.and(Filter.from(filters))); + } + + public static RollingCountWhereSpec of(WindowScale revWindowScale, WindowScale fwdWindowScale, String resultColumn, + String... filters) { + return of(revWindowScale, fwdWindowScale, resultColumn, Filter.and(Filter.from(filters))); + } + + public static RollingCountWhereSpec of(WindowScale revWindowScale, String resultColumn, Filter filter) { + return ImmutableRollingCountWhereSpec.builder() + .revWindowScale(revWindowScale) + .column(ColumnName.of(resultColumn)) + .filter(filter) + .build(); + } + + public static RollingCountWhereSpec of(WindowScale revWindowScale, WindowScale fwdWindowScale, String resultColumn, + Filter filter) { + return ImmutableRollingCountWhereSpec.builder() + .revWindowScale(revWindowScale) + .fwdWindowScale(fwdWindowScale) + .column(ColumnName.of(resultColumn)) + .filter(filter) + .build(); + } + + @Override + public final boolean applicableTo(Class inputType) { + return true; + } + + @Override + public final T walk(Visitor visitor) { + return visitor.visit(this); + } +} diff --git a/table-api/src/main/java/io/deephaven/api/updateby/spec/UpdateBySpec.java b/table-api/src/main/java/io/deephaven/api/updateby/spec/UpdateBySpec.java index 1536c80f551..cef711bd976 100644 --- a/table-api/src/main/java/io/deephaven/api/updateby/spec/UpdateBySpec.java +++ b/table-api/src/main/java/io/deephaven/api/updateby/spec/UpdateBySpec.java @@ -88,6 +88,8 @@ interface Visitor { T visit(CumProdSpec spec); + T visit(CumCountWhereSpec spec); + T visit(DeltaSpec spec); T visit(RollingSumSpec spec); @@ -102,11 +104,13 @@ interface Visitor { T visit(RollingCountSpec spec); + T visit(RollingCountWhereSpec spec); + T visit(RollingStdSpec spec); - T visit(RollingWAvgSpec w); + T visit(RollingWAvgSpec spec); - T visit(RollingFormulaSpec w); + T visit(RollingFormulaSpec spec); } // endregion }