From f1a0dd54a3eca0f904e0a6e18a05417adbd0ab2f Mon Sep 17 00:00:00 2001
From: Jerry Sievert <code@legitimatesounding.com>
Date: Tue, 16 May 2023 09:29:44 -0700
Subject: [PATCH] [columnar] Adds column level caching and controls

---
 columnar/src/backend/columnar/columnar.c      |   26 +
 .../src/backend/columnar/columnar_cache.c     |  376 ++
 .../backend/columnar/columnar_customscan.c    |   49 +
 .../src/backend/columnar/columnar_reader.c    |   70 +-
 .../src/backend/columnar/columnar_tableam.c   |   21 +
 columnar/src/include/columnar/columnar.h      |   23 +
 columnar/src/test/regress/columnar_schedule   |    1 +
 .../test/regress/expected/columnar_cache.out  | 3124 +++++++++++++++++
 .../src/test/regress/sql/columnar_cache.sql   |  111 +
 9 files changed, 3782 insertions(+), 19 deletions(-)
 create mode 100644 columnar/src/backend/columnar/columnar_cache.c
 create mode 100644 columnar/src/test/regress/expected/columnar_cache.out
 create mode 100644 columnar/src/test/regress/sql/columnar_cache.sql

diff --git a/columnar/src/backend/columnar/columnar.c b/columnar/src/backend/columnar/columnar.c
index ae9eff5d..e8898db7 100644
--- a/columnar/src/backend/columnar/columnar.c
+++ b/columnar/src/backend/columnar/columnar.c
@@ -45,6 +45,8 @@ bool columnar_enable_parallel_execution = true;
 int columnar_min_parallel_processes = 8;
 bool columnar_enable_vectorization = true;
 bool columnar_enable_dml = true;
+bool columnar_enable_page_cache = true;
+int columnar_page_cache_size = 200U;
 
 static const struct config_enum_entry columnar_compression_options[] =
 {
@@ -166,6 +168,30 @@ columnar_init_gucs()
 							NULL, 
 							NULL, 
 							NULL);
+
+	DefineCustomBoolVariable("columnar.enable_column_cache",
+							gettext_noop("Enables column based caching"),
+							NULL,
+							&columnar_enable_page_cache,
+							false,
+							PGC_USERSET,
+							0,
+							NULL,
+							NULL,
+							NULL);
+
+	DefineCustomIntVariable("columnar.column_cache_size",
+							gettext_noop("Size of the column based cache in megabytes"),
+							NULL,
+							&columnar_page_cache_size,
+							200U,
+							20U,
+							20000U,
+							PGC_USERSET,
+							GUC_UNIT_MB,
+							NULL,
+							NULL,
+							NULL);
 }
 
 
diff --git a/columnar/src/backend/columnar/columnar_cache.c b/columnar/src/backend/columnar/columnar_cache.c
new file mode 100644
index 00000000..76621810
--- /dev/null
+++ b/columnar/src/backend/columnar/columnar_cache.c
@@ -0,0 +1,376 @@
+/*-------------------------------------------------------------------------
+ *
+ * columnar_cache.c
+ *
+ * Storage and management of cached data.
+ *
+ * Copyright (c) Hydra, Inc.
+ *
+ *-------------------------------------------------------------------------
+ */
+
+
+#include "postgres.h"
+
+#include "c.h"
+#include "columnar/columnar.h"
+#include "fmgr.h"
+#include "funcapi.h"
+#include "lib/ilist.h"
+#include "lib/stringinfo.h"
+#include "utils/memutils.h"
+#include "utils/palloc.h"
+
+#include <time.h>
+#include <unistd.h>
+
+
+/*
+ * Main caching MemoryContext.
+ *
+ * This MemoryContext is created at initialization, below 
+ * TopMemoryContext, where all cache entries are stored.
+ */
+static MemoryContext columnarCacheContext = NULL;
+
+/*
+ * Cache entry.
+ *
+ * An entry for caching a column.
+ */
+typedef struct ColumnarCacheEntry ColumnarCacheEntry;
+
+struct ColumnarCacheEntry
+{
+	dlist_node list_node;
+	uint64 relId;
+	uint64 stripeId;
+	uint64 chunkId;
+	uint64 readCount;
+	uint64 length;
+	time_t creationTime;
+	time_t lastAccessTime;
+	void *store;
+	uint32 columnId;
+};
+
+/*
+ * Storage for the ColumnarCacheEntry linked list.
+ */
+static dlist_head *head = NULL;
+
+/*
+ * Storage for total length allocated.
+ */
+static uint64 totalAllocationLength = 0;
+
+/*
+ * Cache statistics.
+ *
+ * Hits and misses, and general cache statistics.
+ */
+static ColumnarCacheStatistics statistics = { 0 };
+
+/*
+ * ColumnarCacheMemoryContext
+ *
+ * Returns the cache MemoryContext, initializing the cache MemoryContext
+ * as a child of TopMemoryContext if it does not exist, also clears any
+ * statistics gathered.
+ */
+MemoryContext ColumnarCacheMemoryContext(void)
+{
+	if (columnarCacheContext == NULL)
+	{
+		columnarCacheContext = AllocSetContextCreate(TopMemoryContext, "Columnar Decompression Cache", 0, (uint64) (columnar_page_cache_size * 1024 * 1024 * .1), columnar_page_cache_size * 1024 * 1024);
+
+		memset(&statistics, 0, sizeof(ColumnarCacheStatistics));
+	}
+
+	return columnarCacheContext;
+}
+
+/*
+ * ColumnarResetCache
+ *
+ * Deletes the caching memory context and sets it to NULL, thus removing the
+ * cache and all of its entries.
+ */
+ void ColumnarResetCache(void)
+ {
+	if (columnarCacheContext != NULL)
+	{
+		MemoryContextDelete(columnarCacheContext);
+		columnarCacheContext = NULL;
+	}
+
+	totalAllocationLength = 0U;
+	head = NULL;
+ }
+
+/*
+ * ColumnarFindInCache
+ *
+ * Searches the cache for an entry for a relation ID and a chunk ID.
+ * If found, it increments the readCount, and returns the entry.	If
+ * none are found, NULL is returned instead.
+ */
+static ColumnarCacheEntry *ColumnarFindInCache(uint64 relId, uint64 stripeId, uint64 chunkId, uint32 columnId)
+{
+	if (head == NULL)
+	{
+		return NULL;
+	}
+
+	dlist_iter iter;
+	dlist_foreach(iter, head)
+	{
+		ColumnarCacheEntry *entry = dlist_container(ColumnarCacheEntry, list_node, iter.cur);
+
+		if (entry->relId == relId && entry->stripeId == stripeId && entry->chunkId == chunkId && entry->columnId == columnId)
+		{
+			entry->readCount++;
+
+			return entry;
+		}
+	}
+
+	return NULL;
+}
+
+/*
+ * ColumnarInvalidateCacheEntry
+ *
+ * Searches for a cache entry for a relation ID and a chunk ID.
+ * If found, removes the cache entry, and frees memory associated with
+ * it. If not found, nothing is done.
+ *
+ * Returns boolean.
+ */
+static bool ColumnarInvalidateCacheEntry(uint64 relId, uint64 stripeId, uint64 chunkId, uint32 columnId)
+{
+	dlist_mutable_iter miter;
+
+	dlist_foreach_modify(miter, head)
+	{
+		ColumnarCacheEntry *entry = dlist_container(ColumnarCacheEntry, list_node, miter.cur);
+
+		if (entry->relId == relId && entry->stripeId == stripeId && entry->chunkId == chunkId && entry->columnId == columnId)
+		{
+			dlist_delete(miter.cur);
+
+			totalAllocationLength -= entry->length;
+			statistics.evictions++;
+
+			return true;
+		}
+	}
+
+	return true;
+}
+
+static void EvictCache(uint64 size)
+{
+	uint64 lastCount = 0;
+	uint64 nextLowestCount = PG_UINT64_MAX;
+
+	while (size > 0)
+	{
+		dlist_mutable_iter miter;
+
+		dlist_foreach_modify(miter, head)
+		{
+			ColumnarCacheEntry *entry = dlist_container(ColumnarCacheEntry, list_node, miter.cur);
+
+			if (entry->readCount != lastCount && entry->readCount < nextLowestCount)
+			{
+				nextLowestCount = entry->readCount;
+			}
+
+			if (entry->readCount == lastCount)
+			{
+				dlist_delete(miter.cur);
+
+				totalAllocationLength -= entry->length;
+				statistics.evictions++;
+
+				if (size < entry->length)
+				{
+					size = 0;
+					return;
+				}
+				else {
+					size -= entry->length;
+				}
+			}
+		}
+
+		lastCount = nextLowestCount;
+		nextLowestCount = PG_UINT64_MAX;
+	}
+}
+
+/*
+ * ColumnarAddCacheEntry
+ *
+ * Adds a cache entry, or updates an existing entry.
+ */
+void ColumnarAddCacheEntry(uint64 relId, uint64 stripeId, uint64 chunkId, uint32 columnId, void *data)
+{
+	if (columnar_enable_page_cache == false)
+	{
+		return;
+	}
+
+	MemoryContext oldContext = MemoryContextSwitchTo(ColumnarCacheMemoryContext());
+
+	if (head == NULL)
+	{
+		head = palloc0(sizeof(dlist_head));
+	}
+
+	ColumnarCacheEntry *entry = ColumnarFindInCache(relId, stripeId, chunkId, columnId);
+	bool found = false;
+
+	if (entry != NULL)
+	{
+		found = true;
+
+		/* Free up any existing stored data, everything else will be overwritten. */
+		StringInfo str = entry->store;
+		if (str->data)
+		{
+			pfree(str->data);
+		}
+
+		pfree(str);
+
+		totalAllocationLength -= entry->length;
+	}
+	else
+	{
+		entry = palloc0(sizeof(ColumnarCacheEntry));
+
+		entry->relId = relId;
+		entry->stripeId = stripeId;
+		entry->chunkId = chunkId;
+		entry->columnId = columnId;
+		entry->creationTime = entry->lastAccessTime = time(NULL);
+		entry->readCount = 0;
+
+		/* Add the entry into the list if it is not already there. */
+		if (!found)
+		{
+			dlist_push_tail(head, &(entry->list_node));
+		}
+	}
+
+	uint64 size = ((StringInfo) data)->len;
+
+	entry->store = data;
+	entry->length = size;
+
+	totalAllocationLength += size;
+
+	if (totalAllocationLength >= statistics.maximumCacheSize)
+	{
+		statistics.maximumCacheSize = totalAllocationLength;
+	}
+
+	/* If we are over our cache allocation, clear until we are at 90%. */
+	if (totalAllocationLength >= (columnar_page_cache_size * 1024 * 1024))
+	{
+		EvictCache((columnar_page_cache_size * 1024 * 1024 * .1) + (totalAllocationLength - (columnar_page_cache_size * 1024 * 1024)));
+	}
+
+	statistics.writes++;
+
+	MemoryContextSwitchTo(oldContext);
+}
+
+/*
+ * ColumnarRetrieveCache
+ *
+ * Search for a cache entry, returning NULL if not found.	If found,
+ * make a copy in the current memory context and return it.
+ */
+void *ColumnarRetrieveCache(uint64 relId, uint64 stripeId, uint64 chunkId, uint32 columnId)
+{
+	if (columnar_enable_page_cache == false)
+	{
+		return NULL;
+	}
+
+	ColumnarCacheEntry *entry = ColumnarFindInCache(relId, stripeId, chunkId, columnId);
+
+	if (entry == NULL)
+	{
+		statistics.misses++;
+
+		return NULL;
+	}
+
+	statistics.hits++;
+
+	void *chunkCopy = entry->store;
+
+	return chunkCopy;
+}
+
+/*
+ * ColumnarCacheLength
+ *
+ * Returns how large our cache is, used for accounting.
+ */
+static uint64 ColumnarCacheLength()
+{
+	uint64 count = 0;
+
+	dlist_iter iter;
+	dlist_foreach(iter, head)
+	{
+		count++;
+	}
+
+	return count;
+}
+
+ColumnarCacheStatistics *ColumnarGetCacheStatistics(void)
+{
+	statistics.endingCacheSize = totalAllocationLength;
+	statistics.entries = ColumnarCacheLength();
+
+	return &statistics;
+}
+
+
+#define CACHE_NATTS 6
+Datum cache_walk(PG_FUNCTION_ARGS);
+
+PG_FUNCTION_INFO_V1(cache_walk);
+
+/*
+ * Used for debugging, as this data is only available in a transaction
+ * or if clearing the cache is specifically disabled.
+ */
+
+
+Datum cache_evict(PG_FUNCTION_ARGS);
+
+PG_FUNCTION_INFO_V1(cache_evict);
+
+/*
+ * Also used for debugging, with the same constraints that it would only
+ * work in a transaction of if the clearing mechanism is explicitly disabled.
+ */
+Datum cache_evict(PG_FUNCTION_ARGS)
+{
+	uint64 relId =PG_GETARG_INT64(0);
+	uint64 stripeId = PG_GETARG_INT64(1);
+	uint64 chunkId = PG_GETARG_INT16(2);
+	uint32 columnId = PG_GETARG_UINT32(3);
+
+	bool result = ColumnarInvalidateCacheEntry(relId, stripeId, chunkId, columnId);
+
+	PG_RETURN_BOOL(result);
+}
diff --git a/columnar/src/backend/columnar/columnar_customscan.c b/columnar/src/backend/columnar/columnar_customscan.c
index 18db88e3..d8d8ae42 100644
--- a/columnar/src/backend/columnar/columnar_customscan.c
+++ b/columnar/src/backend/columnar/columnar_customscan.c
@@ -25,6 +25,7 @@
 #include "catalog/pg_am.h"
 #include "catalog/pg_statistic.h"
 #include "commands/defrem.h"
+#include "commands/explain.h"
 #include "miscadmin.h"
 #include "nodes/extensible.h"
 #include "nodes/makefuncs.h"
@@ -2399,6 +2400,54 @@ ColumnarScan_ExplainCustomScan(CustomScanState *node, List *ancestors,
 		ExplainPropertyText("Columnar Vectorized Filter", 
 							vectorizedWhereClauses, es);
 	}
+
+	if (columnar_enable_page_cache)
+	{
+		ColumnarCacheStatistics *statistics = ColumnarGetCacheStatistics();
+
+		ExplainPropertyUInteger(
+			"Cache Hits",
+			NULL,
+			statistics->hits,
+			es);
+
+		ExplainPropertyUInteger(
+			"Cache Misses",
+			NULL,
+			statistics->misses,
+			es);
+
+		ExplainPropertyUInteger(
+			"Cache Evictions",
+			NULL,
+			statistics->evictions,
+			es);
+
+		ExplainPropertyUInteger(
+			"Cache Writes",
+			NULL,
+			statistics->writes,
+			es);
+
+		ExplainPropertyUInteger(
+			"Cache Maximum Size",
+			NULL,
+			statistics->maximumCacheSize,
+			es);
+
+		ExplainPropertyUInteger(
+			"Cache Ending Size", 
+			NULL, 
+			statistics->endingCacheSize,
+			es);
+
+		ExplainPropertyUInteger(
+			"Total Cache Entries",
+			NULL,
+			statistics->entries,
+			es
+		);
+	}
 }
 
 
diff --git a/columnar/src/backend/columnar/columnar_reader.c b/columnar/src/backend/columnar/columnar_reader.c
index c941e270..3f58f256 100644
--- a/columnar/src/backend/columnar/columnar_reader.c
+++ b/columnar/src/backend/columnar/columnar_reader.c
@@ -34,6 +34,7 @@
 #include "utils/guc.h"
 #include "utils/memutils.h"
 #include "utils/lsyscache.h"
+#include "utils/palloc.h"
 #include "utils/rel.h"
 
 #include "columnar/columnar.h"
@@ -133,18 +134,17 @@ static bool SnapshotMightSeeUnflushedStripes(Snapshot snapshot);
 static bool ReadStripeNextRow(StripeReadState *stripeReadState, Datum *columnValues,
 							  bool *columnNulls,
 							  uint64 stripeFirstRowNumber,
-							  Snapshot snapshot);
+							  Snapshot snapshot, uint64 stripeId);
 static ChunkGroupReadState * BeginChunkGroupRead(StripeBuffers *stripeBuffers, int
 												 chunkIndex,
 												 TupleDesc tupleDesc,
 												 List *projectedColumnList,
-												 MemoryContext cxt);
+												 MemoryContext cxt, StripeReadState *state, uint64 stripeId);
 static void EndChunkGroupRead(ChunkGroupReadState *chunkGroupReadState);
 static bool ReadChunkGroupNextRow(ChunkGroupReadState *chunkGroupReadState,
 								  Datum *columnValues,
 								  bool *columnNulls,
 								  int32 *deletedColumnsNumber);
-static void FreeChunkBufferValueArray(ChunkData *chunkData);
 static StripeBuffers * LoadFilteredStripeBuffers(Relation relation,
 												 StripeMetadata *stripeMetadata,
 												 TupleDesc tupleDescriptor,
@@ -178,7 +178,7 @@ static void DeserializeDatumArray(StringInfo datumBuffer, bool *existsArray,
 								  Datum *datumArray);
 static ChunkData * DeserializeChunkData(StripeBuffers *stripeBuffers, uint64 chunkIndex,
 										uint32 rowCount, TupleDesc tupleDescriptor,
-										List *projectedColumnList);
+										List *projectedColumnList, StripeReadState *state, uint64 stripeId);
 static Datum ColumnDefaultValue(TupleConstr *tupleConstraints,
 								Form_pg_attribute attributeForm);
 
@@ -347,7 +347,8 @@ ColumnarReadNextRow(ColumnarReadState *readState, Datum *columnValues, bool *col
 
 		if (!ReadStripeNextRow(readState->stripeReadState, columnValues, columnNulls,
 							   readState->currentStripeMetadata->firstRowNumber,
-							   readState->snapshot))
+							   readState->snapshot,
+								 readState->currentStripeMetadata->id))
 		{
 			AdvanceStripeRead(readState);
 			continue;
@@ -567,7 +568,10 @@ ReadStripeRowByRowNumber(ColumnarReadState *readState,
 			stripeReadState->chunkGroupIndex,
 			stripeReadState->tupleDescriptor,
 			stripeReadState->projectedColumnList,
-			stripeReadState->stripeReadContext);
+			stripeReadState->stripeReadContext,
+			stripeReadState,
+			readState->currentStripeMetadata->id
+			);
 
 		uint64 chunkFirstRowNumber = 
 			stripeMetadata->firstRowNumber +
@@ -899,7 +903,7 @@ static bool
 ReadStripeNextRow(StripeReadState *stripeReadState, Datum *columnValues,
 				  bool *columnNulls,
 				  uint64 stripeFirstRowNumber,
-				  Snapshot snapshot)
+				  Snapshot snapshot, uint64 stripeId)
 {
 	if (stripeReadState->currentRow >= stripeReadState->rowCount)
 	{
@@ -920,7 +924,10 @@ ReadStripeNextRow(StripeReadState *stripeReadState, Datum *columnValues,
 				stripeReadState->
 				projectedColumnList,
 				stripeReadState->
-				stripeReadContext);
+				stripeReadContext,
+				stripeReadState,
+				stripeId
+				);
 			
 			if (columnar_enable_dml &&
 				stripeReadState->chunkGroupReadState->chunkGroupDeletedRows != 0)
@@ -978,7 +985,7 @@ ReadStripeNextRow(StripeReadState *stripeReadState, Datum *columnValues,
  */
 static ChunkGroupReadState *
 BeginChunkGroupRead(StripeBuffers *stripeBuffers, int chunkIndex, TupleDesc tupleDesc,
-					List *projectedColumnList, MemoryContext cxt)
+					List *projectedColumnList, MemoryContext cxt, StripeReadState *state, uint64 stripeId)
 {
 	uint32 chunkGroupRowCount =
 		stripeBuffers->selectedChunkGroupRowCounts[chunkIndex];
@@ -988,7 +995,6 @@ BeginChunkGroupRead(StripeBuffers *stripeBuffers, int chunkIndex, TupleDesc tupl
 		stripeBuffers->selectedChunkGroupDeletedRows[chunkIndex];
 
 	MemoryContext oldContext = MemoryContextSwitchTo(cxt);
-
 	ChunkGroupReadState *chunkGroupReadState = palloc0(sizeof(ChunkGroupReadState));
 
 	chunkGroupReadState->currentRow = 0;
@@ -1001,7 +1007,7 @@ BeginChunkGroupRead(StripeBuffers *stripeBuffers, int chunkIndex, TupleDesc tupl
 	chunkGroupReadState->chunkGroupData = DeserializeChunkData(stripeBuffers, chunkIndex,
 															   chunkGroupRowCount,
 															   tupleDesc,
-															   projectedColumnList);
+															   projectedColumnList, state, stripeId);
 	MemoryContextSwitchTo(oldContext);
 
 	return chunkGroupReadState;
@@ -1161,8 +1167,7 @@ FreeChunkData(ChunkData *chunkData)
 
 
 /* FreeChunkValueArrayBuffer relase valueBufferArray memory. */
-static void 
-FreeChunkBufferValueArray(ChunkData *chunkData)
+void FreeChunkBufferValueArray(ChunkData *chunkData)
 {
 	uint32 columnIndex = 0;
 
@@ -1173,7 +1178,7 @@ FreeChunkBufferValueArray(ChunkData *chunkData)
 
 	for (columnIndex = 0; columnIndex < chunkData->columnCount; columnIndex++)
 	{
-		if (chunkData->valueBufferArray[columnIndex] != NULL)
+		if (chunkData->valueBufferArray[columnIndex] != NULL && !MemoryContextContains(ColumnarCacheMemoryContext(), chunkData->valueBufferArray[columnIndex]))
 		{
 			pfree(chunkData->valueBufferArray[columnIndex]->data);
 			pfree(chunkData->valueBufferArray[columnIndex]);
@@ -1782,7 +1787,7 @@ DeserializeDatumArray(StringInfo datumBuffer, bool *existsArray, uint32 datumCou
 
 		if (currentDatumDataOffset > datumBuffer->len)
 		{
-			ereport(ERROR, (errmsg("insufficient data left in datum buffer")));
+			ereport(ERROR, (errmsg("insufficient data left in datum buffer: %d, %d", currentDatumDataOffset, datumBuffer->len)));
 		}
 	}
 }
@@ -1799,10 +1804,12 @@ DeserializeDatumArray(StringInfo datumBuffer, bool *existsArray, uint32 datumCou
 static ChunkData *
 DeserializeChunkData(StripeBuffers *stripeBuffers, uint64 chunkIndex,
 					 uint32 rowCount, TupleDesc tupleDescriptor,
-					 List *projectedColumnList)
+					 List *projectedColumnList, StripeReadState *state, uint64 stripeId)
 {
 	int columnIndex = 0;
 	bool *columnMask = ProjectedColumnMask(tupleDescriptor->natts, projectedColumnList);
+
+
 	ChunkData *chunkData = CreateEmptyChunkData(tupleDescriptor->natts, columnMask,
 												rowCount);
 
@@ -1817,17 +1824,40 @@ DeserializeChunkData(StripeBuffers *stripeBuffers, uint64 chunkIndex,
 			columnAdded = true;
 		}
 
+
 		if (columnBuffers != NULL)
 		{
 			ColumnChunkBuffers *chunkBuffers =
 				columnBuffers->chunkBuffersArray[chunkIndex];
+			bool shouldCache = columnar_enable_page_cache == true && chunkBuffers->valueCompressionType != COMPRESSION_NONE;
 
 			/* decompress and deserialize current chunk's data */
-			StringInfo valueBuffer =
-				DecompressBuffer(chunkBuffers->valueBuffer,
+			StringInfo valueBuffer = NULL;
+			
+			if (shouldCache)
+			{
+				valueBuffer = ColumnarRetrieveCache(state->relation->rd_id, stripeId, chunkIndex, columnIndex);
+			}
+
+			if (valueBuffer == NULL)
+			{
+				MemoryContext oldMemoryContext;
+				if (shouldCache)
+				{
+					oldMemoryContext = MemoryContextSwitchTo(ColumnarCacheMemoryContext());
+				}
+
+				valueBuffer = DecompressBuffer(chunkBuffers->valueBuffer,
 								 chunkBuffers->valueCompressionType,
 								 chunkBuffers->decompressedValueSize);
 
+				if (shouldCache)
+				{
+					ColumnarAddCacheEntry(state->relation->rd_id, stripeId, chunkIndex, columnIndex, valueBuffer);
+					MemoryContextSwitchTo(oldMemoryContext);
+				}
+			}
+
 			DeserializeBoolArray(chunkBuffers->existsBuffer,
 								 chunkData->existsArray[columnIndex],
 								 rowCount);
@@ -1990,7 +2020,9 @@ ReadStripeNextVector(StripeReadState *stripeReadState, Datum *columnValues,
 				stripeReadState->
 				projectedColumnList,
 				stripeReadState->
-				stripeReadContext);
+				stripeReadContext,
+				stripeReadState,
+				stripeId);
 
 			chunkFirstRowNumber = stripeFirstRowNumber +
 								  stripeReadState->chunkGroupReadState->chunkStripeRowOffset;
diff --git a/columnar/src/backend/columnar/columnar_tableam.c b/columnar/src/backend/columnar/columnar_tableam.c
index 9fd6f24a..38efffd0 100644
--- a/columnar/src/backend/columnar/columnar_tableam.c
+++ b/columnar/src/backend/columnar/columnar_tableam.c
@@ -177,6 +177,9 @@ static ItemPointerData TupleSortSkipSmallerItemPointers(Tuplesortstate *tupleSor
 /* Custom tuple slot ops used for columnar. Initialized in columnar_tableam_init(). */
 static TupleTableSlotOps TTSOpsColumnar;
 
+/* Previous cache enabled state. */
+static bool previousCacheEnabledState = false;
+
 static const TupleTableSlotOps *
 columnar_slot_callbacks(Relation relation)
 {
@@ -190,6 +193,8 @@ columnar_beginscan(Relation relation, Snapshot snapshot,
 				   ParallelTableScanDesc parallel_scan,
 				   uint32 flags)
 {
+	previousCacheEnabledState = columnar_enable_page_cache;
+
 	int natts = relation->rd_att->natts;
 
 	/* attr_needed represents 0-indexed attribute numbers */
@@ -215,6 +220,8 @@ columnar_beginscan_extended(Relation relation, Snapshot snapshot,
 							ParallelColumnarScan parallelColumnarScan,
 							bool returnVectorizedTuple)
 {
+	previousCacheEnabledState = columnar_enable_page_cache;
+
 	Oid relfilenode = relation->rd_node.relNode;
 
 	/*
@@ -313,6 +320,14 @@ columnar_endscan(TableScanDesc sscan)
 	{
 		UnregisterSnapshot(scan->cs_base.rs_snapshot);
 	}
+
+	/* clean up any caches. */
+	if (columnar_enable_page_cache == true)
+	{
+		ColumnarResetCache();
+	}
+
+	columnar_enable_page_cache = previousCacheEnabledState;
 }
 
 
@@ -742,6 +757,9 @@ static TransactionId
 columnar_index_delete_tuples(Relation rel,
 							 TM_IndexDeleteOp *delstate)
 {
+	previousCacheEnabledState = columnar_enable_page_cache;
+	columnar_enable_page_cache = false;
+
 	/*
 	 * XXX: We didn't bother implementing index_delete_tuple for neither of
 	 * simple deletion and bottom-up deletion cases. There is no particular
@@ -801,6 +819,9 @@ static void
 columnar_tuple_insert(Relation relation, TupleTableSlot *slot, CommandId cid,
 					  int options, BulkInsertState bistate)
 {
+	previousCacheEnabledState = columnar_enable_page_cache;
+	columnar_enable_page_cache = false;
+
 	/*
 	 * columnar_init_write_state allocates the write state in a longer
 	 * lasting context, so no need to worry about it.
diff --git a/columnar/src/include/columnar/columnar.h b/columnar/src/include/columnar/columnar.h
index 0406d4c1..c591c8a0 100644
--- a/columnar/src/include/columnar/columnar.h
+++ b/columnar/src/include/columnar/columnar.h
@@ -231,6 +231,18 @@ typedef struct ColumnarWriteState ColumnarWriteState;
 struct RowMaskWriteStateEntry;
 typedef struct RowMaskWriteStateEntry RowMaskWriteStateEntry;
 
+/* Cache statistics for when caching is enabled and used. */
+typedef struct ColumnarCacheStatistics
+{
+	uint64 hits;
+	uint64 misses;
+	uint64 evictions;
+	uint64 writes;
+	uint64 maximumCacheSize;
+	uint64 endingCacheSize;
+	uint64 entries;
+} ColumnarCacheStatistics;
+
 /* GUCs */
 extern int columnar_compression;
 extern int columnar_stripe_row_limit;
@@ -240,6 +252,8 @@ extern bool columnar_enable_parallel_execution;
 extern int columnar_min_parallel_processes;
 extern bool columnar_enable_vectorization;
 extern bool columnar_enable_dml;
+extern bool columnar_enable_page_cache;
+extern int columnar_page_cache_size;
 
 
 /* called when the user changes options on the given relation */
@@ -301,6 +315,7 @@ extern FmgrInfo * GetFunctionInfoOrNull(Oid typeId, Oid accessMethodId,
 extern ChunkData * CreateEmptyChunkData(uint32 columnCount, bool *columnMask,
 										uint32 chunkGroupRowCount);
 extern void FreeChunkData(ChunkData *chunkData);
+extern void FreeChunkBufferValueArray(ChunkData *chunkData);
 extern uint64 ColumnarTableRowCount(Relation relation);
 extern const char * CompressionTypeStr(CompressionType type);
 extern ItemPointerData row_number_to_tid(uint64 rowNumber);
@@ -419,4 +434,12 @@ extern ColumnarReadState ** FindReadStateCache(Relation relation,
 extern void CleanupReadStateCache(SubTransactionId currentSubXid);
 extern MemoryContext GetColumnarReadStateCache(void);
 
+/* columnar_cache.c */
+extern void ColumnarAddCacheEntry(uint64, uint64, uint64, uint32, void *);
+extern void *ColumnarRetrieveCache(uint64, uint64, uint64, uint32);
+extern void ColumnarResetCache(void);
+extern ColumnarCacheStatistics *ColumnarGetCacheStatistics(void);
+extern MemoryContext ColumnarCacheMemoryContext(void);
+
+
 #endif /* COLUMNAR_H */
diff --git a/columnar/src/test/regress/columnar_schedule b/columnar/src/test/regress/columnar_schedule
index c860f21a..3b458457 100644
--- a/columnar/src/test/regress/columnar_schedule
+++ b/columnar/src/test/regress/columnar_schedule
@@ -33,3 +33,4 @@ test: columnar_transactions
 test: columnar_matview
 #test: columnar_memory
 test: columnar_alter_table_set_access_method
+test: columnar_cache
diff --git a/columnar/src/test/regress/expected/columnar_cache.out b/columnar/src/test/regress/expected/columnar_cache.out
new file mode 100644
index 00000000..9a5e1bbc
--- /dev/null
+++ b/columnar/src/test/regress/expected/columnar_cache.out
@@ -0,0 +1,3124 @@
+CREATE TABLE big_table (
+  id INT,
+  firstname TEXT,
+  lastname TEXT
+) USING columnar;
+INSERT INTO big_table (id, firstname, lastname)
+  SELECT i,
+         CONCAT('firstname-', i),
+         CONCAT('lastname-', i)
+    FROM generate_series(1, 1000000) as i;
+-- get some baselines from multiple chunks
+SELECT firstname,
+       lastname,
+       SUM(id)
+  FROM big_table
+ WHERE id < 1000
+ GROUP BY firstname,
+       lastname
+UNION
+SELECT firstname,
+       lastname,
+       SUM(id)
+  FROM big_table
+ WHERE id BETWEEN 15000 AND 16000
+ GROUP BY firstname,
+       lastname
+ ORDER BY firstname;
+    firstname    |    lastname    |  sum  
+-----------------+----------------+-------
+ firstname-1     | lastname-1     |     1
+ firstname-10    | lastname-10    |    10
+ firstname-100   | lastname-100   |   100
+ firstname-101   | lastname-101   |   101
+ firstname-102   | lastname-102   |   102
+ firstname-103   | lastname-103   |   103
+ firstname-104   | lastname-104   |   104
+ firstname-105   | lastname-105   |   105
+ firstname-106   | lastname-106   |   106
+ firstname-107   | lastname-107   |   107
+ firstname-108   | lastname-108   |   108
+ firstname-109   | lastname-109   |   109
+ firstname-11    | lastname-11    |    11
+ firstname-110   | lastname-110   |   110
+ firstname-111   | lastname-111   |   111
+ firstname-112   | lastname-112   |   112
+ firstname-113   | lastname-113   |   113
+ firstname-114   | lastname-114   |   114
+ firstname-115   | lastname-115   |   115
+ firstname-116   | lastname-116   |   116
+ firstname-117   | lastname-117   |   117
+ firstname-118   | lastname-118   |   118
+ firstname-119   | lastname-119   |   119
+ firstname-12    | lastname-12    |    12
+ firstname-120   | lastname-120   |   120
+ firstname-121   | lastname-121   |   121
+ firstname-122   | lastname-122   |   122
+ firstname-123   | lastname-123   |   123
+ firstname-124   | lastname-124   |   124
+ firstname-125   | lastname-125   |   125
+ firstname-126   | lastname-126   |   126
+ firstname-127   | lastname-127   |   127
+ firstname-128   | lastname-128   |   128
+ firstname-129   | lastname-129   |   129
+ firstname-13    | lastname-13    |    13
+ firstname-130   | lastname-130   |   130
+ firstname-131   | lastname-131   |   131
+ firstname-132   | lastname-132   |   132
+ firstname-133   | lastname-133   |   133
+ firstname-134   | lastname-134   |   134
+ firstname-135   | lastname-135   |   135
+ firstname-136   | lastname-136   |   136
+ firstname-137   | lastname-137   |   137
+ firstname-138   | lastname-138   |   138
+ firstname-139   | lastname-139   |   139
+ firstname-14    | lastname-14    |    14
+ firstname-140   | lastname-140   |   140
+ firstname-141   | lastname-141   |   141
+ firstname-142   | lastname-142   |   142
+ firstname-143   | lastname-143   |   143
+ firstname-144   | lastname-144   |   144
+ firstname-145   | lastname-145   |   145
+ firstname-146   | lastname-146   |   146
+ firstname-147   | lastname-147   |   147
+ firstname-148   | lastname-148   |   148
+ firstname-149   | lastname-149   |   149
+ firstname-15    | lastname-15    |    15
+ firstname-150   | lastname-150   |   150
+ firstname-15000 | lastname-15000 | 15000
+ firstname-15001 | lastname-15001 | 15001
+ firstname-15002 | lastname-15002 | 15002
+ firstname-15003 | lastname-15003 | 15003
+ firstname-15004 | lastname-15004 | 15004
+ firstname-15005 | lastname-15005 | 15005
+ firstname-15006 | lastname-15006 | 15006
+ firstname-15007 | lastname-15007 | 15007
+ firstname-15008 | lastname-15008 | 15008
+ firstname-15009 | lastname-15009 | 15009
+ firstname-15010 | lastname-15010 | 15010
+ firstname-15011 | lastname-15011 | 15011
+ firstname-15012 | lastname-15012 | 15012
+ firstname-15013 | lastname-15013 | 15013
+ firstname-15014 | lastname-15014 | 15014
+ firstname-15015 | lastname-15015 | 15015
+ firstname-15016 | lastname-15016 | 15016
+ firstname-15017 | lastname-15017 | 15017
+ firstname-15018 | lastname-15018 | 15018
+ firstname-15019 | lastname-15019 | 15019
+ firstname-15020 | lastname-15020 | 15020
+ firstname-15021 | lastname-15021 | 15021
+ firstname-15022 | lastname-15022 | 15022
+ firstname-15023 | lastname-15023 | 15023
+ firstname-15024 | lastname-15024 | 15024
+ firstname-15025 | lastname-15025 | 15025
+ firstname-15026 | lastname-15026 | 15026
+ firstname-15027 | lastname-15027 | 15027
+ firstname-15028 | lastname-15028 | 15028
+ firstname-15029 | lastname-15029 | 15029
+ firstname-15030 | lastname-15030 | 15030
+ firstname-15031 | lastname-15031 | 15031
+ firstname-15032 | lastname-15032 | 15032
+ firstname-15033 | lastname-15033 | 15033
+ firstname-15034 | lastname-15034 | 15034
+ firstname-15035 | lastname-15035 | 15035
+ firstname-15036 | lastname-15036 | 15036
+ firstname-15037 | lastname-15037 | 15037
+ firstname-15038 | lastname-15038 | 15038
+ firstname-15039 | lastname-15039 | 15039
+ firstname-15040 | lastname-15040 | 15040
+ firstname-15041 | lastname-15041 | 15041
+ firstname-15042 | lastname-15042 | 15042
+ firstname-15043 | lastname-15043 | 15043
+ firstname-15044 | lastname-15044 | 15044
+ firstname-15045 | lastname-15045 | 15045
+ firstname-15046 | lastname-15046 | 15046
+ firstname-15047 | lastname-15047 | 15047
+ firstname-15048 | lastname-15048 | 15048
+ firstname-15049 | lastname-15049 | 15049
+ firstname-15050 | lastname-15050 | 15050
+ firstname-15051 | lastname-15051 | 15051
+ firstname-15052 | lastname-15052 | 15052
+ firstname-15053 | lastname-15053 | 15053
+ firstname-15054 | lastname-15054 | 15054
+ firstname-15055 | lastname-15055 | 15055
+ firstname-15056 | lastname-15056 | 15056
+ firstname-15057 | lastname-15057 | 15057
+ firstname-15058 | lastname-15058 | 15058
+ firstname-15059 | lastname-15059 | 15059
+ firstname-15060 | lastname-15060 | 15060
+ firstname-15061 | lastname-15061 | 15061
+ firstname-15062 | lastname-15062 | 15062
+ firstname-15063 | lastname-15063 | 15063
+ firstname-15064 | lastname-15064 | 15064
+ firstname-15065 | lastname-15065 | 15065
+ firstname-15066 | lastname-15066 | 15066
+ firstname-15067 | lastname-15067 | 15067
+ firstname-15068 | lastname-15068 | 15068
+ firstname-15069 | lastname-15069 | 15069
+ firstname-15070 | lastname-15070 | 15070
+ firstname-15071 | lastname-15071 | 15071
+ firstname-15072 | lastname-15072 | 15072
+ firstname-15073 | lastname-15073 | 15073
+ firstname-15074 | lastname-15074 | 15074
+ firstname-15075 | lastname-15075 | 15075
+ firstname-15076 | lastname-15076 | 15076
+ firstname-15077 | lastname-15077 | 15077
+ firstname-15078 | lastname-15078 | 15078
+ firstname-15079 | lastname-15079 | 15079
+ firstname-15080 | lastname-15080 | 15080
+ firstname-15081 | lastname-15081 | 15081
+ firstname-15082 | lastname-15082 | 15082
+ firstname-15083 | lastname-15083 | 15083
+ firstname-15084 | lastname-15084 | 15084
+ firstname-15085 | lastname-15085 | 15085
+ firstname-15086 | lastname-15086 | 15086
+ firstname-15087 | lastname-15087 | 15087
+ firstname-15088 | lastname-15088 | 15088
+ firstname-15089 | lastname-15089 | 15089
+ firstname-15090 | lastname-15090 | 15090
+ firstname-15091 | lastname-15091 | 15091
+ firstname-15092 | lastname-15092 | 15092
+ firstname-15093 | lastname-15093 | 15093
+ firstname-15094 | lastname-15094 | 15094
+ firstname-15095 | lastname-15095 | 15095
+ firstname-15096 | lastname-15096 | 15096
+ firstname-15097 | lastname-15097 | 15097
+ firstname-15098 | lastname-15098 | 15098
+ firstname-15099 | lastname-15099 | 15099
+ firstname-151   | lastname-151   |   151
+ firstname-15100 | lastname-15100 | 15100
+ firstname-15101 | lastname-15101 | 15101
+ firstname-15102 | lastname-15102 | 15102
+ firstname-15103 | lastname-15103 | 15103
+ firstname-15104 | lastname-15104 | 15104
+ firstname-15105 | lastname-15105 | 15105
+ firstname-15106 | lastname-15106 | 15106
+ firstname-15107 | lastname-15107 | 15107
+ firstname-15108 | lastname-15108 | 15108
+ firstname-15109 | lastname-15109 | 15109
+ firstname-15110 | lastname-15110 | 15110
+ firstname-15111 | lastname-15111 | 15111
+ firstname-15112 | lastname-15112 | 15112
+ firstname-15113 | lastname-15113 | 15113
+ firstname-15114 | lastname-15114 | 15114
+ firstname-15115 | lastname-15115 | 15115
+ firstname-15116 | lastname-15116 | 15116
+ firstname-15117 | lastname-15117 | 15117
+ firstname-15118 | lastname-15118 | 15118
+ firstname-15119 | lastname-15119 | 15119
+ firstname-15120 | lastname-15120 | 15120
+ firstname-15121 | lastname-15121 | 15121
+ firstname-15122 | lastname-15122 | 15122
+ firstname-15123 | lastname-15123 | 15123
+ firstname-15124 | lastname-15124 | 15124
+ firstname-15125 | lastname-15125 | 15125
+ firstname-15126 | lastname-15126 | 15126
+ firstname-15127 | lastname-15127 | 15127
+ firstname-15128 | lastname-15128 | 15128
+ firstname-15129 | lastname-15129 | 15129
+ firstname-15130 | lastname-15130 | 15130
+ firstname-15131 | lastname-15131 | 15131
+ firstname-15132 | lastname-15132 | 15132
+ firstname-15133 | lastname-15133 | 15133
+ firstname-15134 | lastname-15134 | 15134
+ firstname-15135 | lastname-15135 | 15135
+ firstname-15136 | lastname-15136 | 15136
+ firstname-15137 | lastname-15137 | 15137
+ firstname-15138 | lastname-15138 | 15138
+ firstname-15139 | lastname-15139 | 15139
+ firstname-15140 | lastname-15140 | 15140
+ firstname-15141 | lastname-15141 | 15141
+ firstname-15142 | lastname-15142 | 15142
+ firstname-15143 | lastname-15143 | 15143
+ firstname-15144 | lastname-15144 | 15144
+ firstname-15145 | lastname-15145 | 15145
+ firstname-15146 | lastname-15146 | 15146
+ firstname-15147 | lastname-15147 | 15147
+ firstname-15148 | lastname-15148 | 15148
+ firstname-15149 | lastname-15149 | 15149
+ firstname-15150 | lastname-15150 | 15150
+ firstname-15151 | lastname-15151 | 15151
+ firstname-15152 | lastname-15152 | 15152
+ firstname-15153 | lastname-15153 | 15153
+ firstname-15154 | lastname-15154 | 15154
+ firstname-15155 | lastname-15155 | 15155
+ firstname-15156 | lastname-15156 | 15156
+ firstname-15157 | lastname-15157 | 15157
+ firstname-15158 | lastname-15158 | 15158
+ firstname-15159 | lastname-15159 | 15159
+ firstname-15160 | lastname-15160 | 15160
+ firstname-15161 | lastname-15161 | 15161
+ firstname-15162 | lastname-15162 | 15162
+ firstname-15163 | lastname-15163 | 15163
+ firstname-15164 | lastname-15164 | 15164
+ firstname-15165 | lastname-15165 | 15165
+ firstname-15166 | lastname-15166 | 15166
+ firstname-15167 | lastname-15167 | 15167
+ firstname-15168 | lastname-15168 | 15168
+ firstname-15169 | lastname-15169 | 15169
+ firstname-15170 | lastname-15170 | 15170
+ firstname-15171 | lastname-15171 | 15171
+ firstname-15172 | lastname-15172 | 15172
+ firstname-15173 | lastname-15173 | 15173
+ firstname-15174 | lastname-15174 | 15174
+ firstname-15175 | lastname-15175 | 15175
+ firstname-15176 | lastname-15176 | 15176
+ firstname-15177 | lastname-15177 | 15177
+ firstname-15178 | lastname-15178 | 15178
+ firstname-15179 | lastname-15179 | 15179
+ firstname-15180 | lastname-15180 | 15180
+ firstname-15181 | lastname-15181 | 15181
+ firstname-15182 | lastname-15182 | 15182
+ firstname-15183 | lastname-15183 | 15183
+ firstname-15184 | lastname-15184 | 15184
+ firstname-15185 | lastname-15185 | 15185
+ firstname-15186 | lastname-15186 | 15186
+ firstname-15187 | lastname-15187 | 15187
+ firstname-15188 | lastname-15188 | 15188
+ firstname-15189 | lastname-15189 | 15189
+ firstname-15190 | lastname-15190 | 15190
+ firstname-15191 | lastname-15191 | 15191
+ firstname-15192 | lastname-15192 | 15192
+ firstname-15193 | lastname-15193 | 15193
+ firstname-15194 | lastname-15194 | 15194
+ firstname-15195 | lastname-15195 | 15195
+ firstname-15196 | lastname-15196 | 15196
+ firstname-15197 | lastname-15197 | 15197
+ firstname-15198 | lastname-15198 | 15198
+ firstname-15199 | lastname-15199 | 15199
+ firstname-152   | lastname-152   |   152
+ firstname-15200 | lastname-15200 | 15200
+ firstname-15201 | lastname-15201 | 15201
+ firstname-15202 | lastname-15202 | 15202
+ firstname-15203 | lastname-15203 | 15203
+ firstname-15204 | lastname-15204 | 15204
+ firstname-15205 | lastname-15205 | 15205
+ firstname-15206 | lastname-15206 | 15206
+ firstname-15207 | lastname-15207 | 15207
+ firstname-15208 | lastname-15208 | 15208
+ firstname-15209 | lastname-15209 | 15209
+ firstname-15210 | lastname-15210 | 15210
+ firstname-15211 | lastname-15211 | 15211
+ firstname-15212 | lastname-15212 | 15212
+ firstname-15213 | lastname-15213 | 15213
+ firstname-15214 | lastname-15214 | 15214
+ firstname-15215 | lastname-15215 | 15215
+ firstname-15216 | lastname-15216 | 15216
+ firstname-15217 | lastname-15217 | 15217
+ firstname-15218 | lastname-15218 | 15218
+ firstname-15219 | lastname-15219 | 15219
+ firstname-15220 | lastname-15220 | 15220
+ firstname-15221 | lastname-15221 | 15221
+ firstname-15222 | lastname-15222 | 15222
+ firstname-15223 | lastname-15223 | 15223
+ firstname-15224 | lastname-15224 | 15224
+ firstname-15225 | lastname-15225 | 15225
+ firstname-15226 | lastname-15226 | 15226
+ firstname-15227 | lastname-15227 | 15227
+ firstname-15228 | lastname-15228 | 15228
+ firstname-15229 | lastname-15229 | 15229
+ firstname-15230 | lastname-15230 | 15230
+ firstname-15231 | lastname-15231 | 15231
+ firstname-15232 | lastname-15232 | 15232
+ firstname-15233 | lastname-15233 | 15233
+ firstname-15234 | lastname-15234 | 15234
+ firstname-15235 | lastname-15235 | 15235
+ firstname-15236 | lastname-15236 | 15236
+ firstname-15237 | lastname-15237 | 15237
+ firstname-15238 | lastname-15238 | 15238
+ firstname-15239 | lastname-15239 | 15239
+ firstname-15240 | lastname-15240 | 15240
+ firstname-15241 | lastname-15241 | 15241
+ firstname-15242 | lastname-15242 | 15242
+ firstname-15243 | lastname-15243 | 15243
+ firstname-15244 | lastname-15244 | 15244
+ firstname-15245 | lastname-15245 | 15245
+ firstname-15246 | lastname-15246 | 15246
+ firstname-15247 | lastname-15247 | 15247
+ firstname-15248 | lastname-15248 | 15248
+ firstname-15249 | lastname-15249 | 15249
+ firstname-15250 | lastname-15250 | 15250
+ firstname-15251 | lastname-15251 | 15251
+ firstname-15252 | lastname-15252 | 15252
+ firstname-15253 | lastname-15253 | 15253
+ firstname-15254 | lastname-15254 | 15254
+ firstname-15255 | lastname-15255 | 15255
+ firstname-15256 | lastname-15256 | 15256
+ firstname-15257 | lastname-15257 | 15257
+ firstname-15258 | lastname-15258 | 15258
+ firstname-15259 | lastname-15259 | 15259
+ firstname-15260 | lastname-15260 | 15260
+ firstname-15261 | lastname-15261 | 15261
+ firstname-15262 | lastname-15262 | 15262
+ firstname-15263 | lastname-15263 | 15263
+ firstname-15264 | lastname-15264 | 15264
+ firstname-15265 | lastname-15265 | 15265
+ firstname-15266 | lastname-15266 | 15266
+ firstname-15267 | lastname-15267 | 15267
+ firstname-15268 | lastname-15268 | 15268
+ firstname-15269 | lastname-15269 | 15269
+ firstname-15270 | lastname-15270 | 15270
+ firstname-15271 | lastname-15271 | 15271
+ firstname-15272 | lastname-15272 | 15272
+ firstname-15273 | lastname-15273 | 15273
+ firstname-15274 | lastname-15274 | 15274
+ firstname-15275 | lastname-15275 | 15275
+ firstname-15276 | lastname-15276 | 15276
+ firstname-15277 | lastname-15277 | 15277
+ firstname-15278 | lastname-15278 | 15278
+ firstname-15279 | lastname-15279 | 15279
+ firstname-15280 | lastname-15280 | 15280
+ firstname-15281 | lastname-15281 | 15281
+ firstname-15282 | lastname-15282 | 15282
+ firstname-15283 | lastname-15283 | 15283
+ firstname-15284 | lastname-15284 | 15284
+ firstname-15285 | lastname-15285 | 15285
+ firstname-15286 | lastname-15286 | 15286
+ firstname-15287 | lastname-15287 | 15287
+ firstname-15288 | lastname-15288 | 15288
+ firstname-15289 | lastname-15289 | 15289
+ firstname-15290 | lastname-15290 | 15290
+ firstname-15291 | lastname-15291 | 15291
+ firstname-15292 | lastname-15292 | 15292
+ firstname-15293 | lastname-15293 | 15293
+ firstname-15294 | lastname-15294 | 15294
+ firstname-15295 | lastname-15295 | 15295
+ firstname-15296 | lastname-15296 | 15296
+ firstname-15297 | lastname-15297 | 15297
+ firstname-15298 | lastname-15298 | 15298
+ firstname-15299 | lastname-15299 | 15299
+ firstname-153   | lastname-153   |   153
+ firstname-15300 | lastname-15300 | 15300
+ firstname-15301 | lastname-15301 | 15301
+ firstname-15302 | lastname-15302 | 15302
+ firstname-15303 | lastname-15303 | 15303
+ firstname-15304 | lastname-15304 | 15304
+ firstname-15305 | lastname-15305 | 15305
+ firstname-15306 | lastname-15306 | 15306
+ firstname-15307 | lastname-15307 | 15307
+ firstname-15308 | lastname-15308 | 15308
+ firstname-15309 | lastname-15309 | 15309
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+ firstname-820   | lastname-820   |   820
+ firstname-821   | lastname-821   |   821
+ firstname-822   | lastname-822   |   822
+ firstname-823   | lastname-823   |   823
+ firstname-824   | lastname-824   |   824
+ firstname-825   | lastname-825   |   825
+ firstname-826   | lastname-826   |   826
+ firstname-827   | lastname-827   |   827
+ firstname-828   | lastname-828   |   828
+ firstname-829   | lastname-829   |   829
+ firstname-83    | lastname-83    |    83
+ firstname-830   | lastname-830   |   830
+ firstname-831   | lastname-831   |   831
+ firstname-832   | lastname-832   |   832
+ firstname-833   | lastname-833   |   833
+ firstname-834   | lastname-834   |   834
+ firstname-835   | lastname-835   |   835
+ firstname-836   | lastname-836   |   836
+ firstname-837   | lastname-837   |   837
+ firstname-838   | lastname-838   |   838
+ firstname-839   | lastname-839   |   839
+ firstname-84    | lastname-84    |    84
+ firstname-840   | lastname-840   |   840
+ firstname-841   | lastname-841   |   841
+ firstname-842   | lastname-842   |   842
+ firstname-843   | lastname-843   |   843
+ firstname-844   | lastname-844   |   844
+ firstname-845   | lastname-845   |   845
+ firstname-846   | lastname-846   |   846
+ firstname-847   | lastname-847   |   847
+ firstname-848   | lastname-848   |   848
+ firstname-849   | lastname-849   |   849
+ firstname-85    | lastname-85    |    85
+ firstname-850   | lastname-850   |   850
+ firstname-851   | lastname-851   |   851
+ firstname-852   | lastname-852   |   852
+ firstname-853   | lastname-853   |   853
+ firstname-854   | lastname-854   |   854
+ firstname-855   | lastname-855   |   855
+ firstname-856   | lastname-856   |   856
+ firstname-857   | lastname-857   |   857
+ firstname-858   | lastname-858   |   858
+ firstname-859   | lastname-859   |   859
+ firstname-86    | lastname-86    |    86
+ firstname-860   | lastname-860   |   860
+ firstname-861   | lastname-861   |   861
+ firstname-862   | lastname-862   |   862
+ firstname-863   | lastname-863   |   863
+ firstname-864   | lastname-864   |   864
+ firstname-865   | lastname-865   |   865
+ firstname-866   | lastname-866   |   866
+ firstname-867   | lastname-867   |   867
+ firstname-868   | lastname-868   |   868
+ firstname-869   | lastname-869   |   869
+ firstname-87    | lastname-87    |    87
+ firstname-870   | lastname-870   |   870
+ firstname-871   | lastname-871   |   871
+ firstname-872   | lastname-872   |   872
+ firstname-873   | lastname-873   |   873
+ firstname-874   | lastname-874   |   874
+ firstname-875   | lastname-875   |   875
+ firstname-876   | lastname-876   |   876
+ firstname-877   | lastname-877   |   877
+ firstname-878   | lastname-878   |   878
+ firstname-879   | lastname-879   |   879
+ firstname-88    | lastname-88    |    88
+ firstname-880   | lastname-880   |   880
+ firstname-881   | lastname-881   |   881
+ firstname-882   | lastname-882   |   882
+ firstname-883   | lastname-883   |   883
+ firstname-884   | lastname-884   |   884
+ firstname-885   | lastname-885   |   885
+ firstname-886   | lastname-886   |   886
+ firstname-887   | lastname-887   |   887
+ firstname-888   | lastname-888   |   888
+ firstname-889   | lastname-889   |   889
+ firstname-89    | lastname-89    |    89
+ firstname-890   | lastname-890   |   890
+ firstname-891   | lastname-891   |   891
+ firstname-892   | lastname-892   |   892
+ firstname-893   | lastname-893   |   893
+ firstname-894   | lastname-894   |   894
+ firstname-895   | lastname-895   |   895
+ firstname-896   | lastname-896   |   896
+ firstname-897   | lastname-897   |   897
+ firstname-898   | lastname-898   |   898
+ firstname-899   | lastname-899   |   899
+ firstname-9     | lastname-9     |     9
+ firstname-90    | lastname-90    |    90
+ firstname-900   | lastname-900   |   900
+ firstname-901   | lastname-901   |   901
+ firstname-902   | lastname-902   |   902
+ firstname-903   | lastname-903   |   903
+ firstname-904   | lastname-904   |   904
+ firstname-905   | lastname-905   |   905
+ firstname-906   | lastname-906   |   906
+ firstname-907   | lastname-907   |   907
+ firstname-908   | lastname-908   |   908
+ firstname-909   | lastname-909   |   909
+ firstname-91    | lastname-91    |    91
+ firstname-910   | lastname-910   |   910
+ firstname-911   | lastname-911   |   911
+ firstname-912   | lastname-912   |   912
+ firstname-913   | lastname-913   |   913
+ firstname-914   | lastname-914   |   914
+ firstname-915   | lastname-915   |   915
+ firstname-916   | lastname-916   |   916
+ firstname-917   | lastname-917   |   917
+ firstname-918   | lastname-918   |   918
+ firstname-919   | lastname-919   |   919
+ firstname-92    | lastname-92    |    92
+ firstname-920   | lastname-920   |   920
+ firstname-921   | lastname-921   |   921
+ firstname-922   | lastname-922   |   922
+ firstname-923   | lastname-923   |   923
+ firstname-924   | lastname-924   |   924
+ firstname-925   | lastname-925   |   925
+ firstname-926   | lastname-926   |   926
+ firstname-927   | lastname-927   |   927
+ firstname-928   | lastname-928   |   928
+ firstname-929   | lastname-929   |   929
+ firstname-93    | lastname-93    |    93
+ firstname-930   | lastname-930   |   930
+ firstname-931   | lastname-931   |   931
+ firstname-932   | lastname-932   |   932
+ firstname-933   | lastname-933   |   933
+ firstname-934   | lastname-934   |   934
+ firstname-935   | lastname-935   |   935
+ firstname-936   | lastname-936   |   936
+ firstname-937   | lastname-937   |   937
+ firstname-938   | lastname-938   |   938
+ firstname-939   | lastname-939   |   939
+ firstname-94    | lastname-94    |    94
+ firstname-940   | lastname-940   |   940
+ firstname-941   | lastname-941   |   941
+ firstname-942   | lastname-942   |   942
+ firstname-943   | lastname-943   |   943
+ firstname-944   | lastname-944   |   944
+ firstname-945   | lastname-945   |   945
+ firstname-946   | lastname-946   |   946
+ firstname-947   | lastname-947   |   947
+ firstname-948   | lastname-948   |   948
+ firstname-949   | lastname-949   |   949
+ firstname-95    | lastname-95    |    95
+ firstname-950   | lastname-950   |   950
+ firstname-951   | lastname-951   |   951
+ firstname-952   | lastname-952   |   952
+ firstname-953   | lastname-953   |   953
+ firstname-954   | lastname-954   |   954
+ firstname-955   | lastname-955   |   955
+ firstname-956   | lastname-956   |   956
+ firstname-957   | lastname-957   |   957
+ firstname-958   | lastname-958   |   958
+ firstname-959   | lastname-959   |   959
+ firstname-96    | lastname-96    |    96
+ firstname-960   | lastname-960   |   960
+ firstname-961   | lastname-961   |   961
+ firstname-962   | lastname-962   |   962
+ firstname-963   | lastname-963   |   963
+ firstname-964   | lastname-964   |   964
+ firstname-965   | lastname-965   |   965
+ firstname-966   | lastname-966   |   966
+ firstname-967   | lastname-967   |   967
+ firstname-968   | lastname-968   |   968
+ firstname-969   | lastname-969   |   969
+ firstname-97    | lastname-97    |    97
+ firstname-970   | lastname-970   |   970
+ firstname-971   | lastname-971   |   971
+ firstname-972   | lastname-972   |   972
+ firstname-973   | lastname-973   |   973
+ firstname-974   | lastname-974   |   974
+ firstname-975   | lastname-975   |   975
+ firstname-976   | lastname-976   |   976
+ firstname-977   | lastname-977   |   977
+ firstname-978   | lastname-978   |   978
+ firstname-979   | lastname-979   |   979
+ firstname-98    | lastname-98    |    98
+ firstname-980   | lastname-980   |   980
+ firstname-981   | lastname-981   |   981
+ firstname-982   | lastname-982   |   982
+ firstname-983   | lastname-983   |   983
+ firstname-984   | lastname-984   |   984
+ firstname-985   | lastname-985   |   985
+ firstname-986   | lastname-986   |   986
+ firstname-987   | lastname-987   |   987
+ firstname-988   | lastname-988   |   988
+ firstname-989   | lastname-989   |   989
+ firstname-99    | lastname-99    |    99
+ firstname-990   | lastname-990   |   990
+ firstname-991   | lastname-991   |   991
+ firstname-992   | lastname-992   |   992
+ firstname-993   | lastname-993   |   993
+ firstname-994   | lastname-994   |   994
+ firstname-995   | lastname-995   |   995
+ firstname-996   | lastname-996   |   996
+ firstname-997   | lastname-997   |   997
+ firstname-998   | lastname-998   |   998
+ firstname-999   | lastname-999   |   999
+(2000 rows)
+
+-- enable caching
+SET columnar.enable_column_cache = 't';
+-- the results should be the same as above
+SELECT firstname,
+       lastname,
+       SUM(id)
+  FROM big_table
+ WHERE id < 1000
+ GROUP BY firstname,
+       lastname
+UNION
+SELECT firstname,
+       lastname,
+       SUM(id)
+  FROM big_table
+ WHERE id BETWEEN 15000 AND 16000
+ GROUP BY firstname,
+       lastname
+ ORDER BY firstname;
+   firstname   |   lastname   | sum 
+---------------+--------------+-----
+ firstname-1   | lastname-1   |   1
+ firstname-10  | lastname-10  |  10
+ firstname-100 | lastname-100 | 100
+ firstname-101 | lastname-101 | 101
+ firstname-102 | lastname-102 | 102
+ firstname-103 | lastname-103 | 103
+ firstname-104 | lastname-104 | 104
+ firstname-105 | lastname-105 | 105
+ firstname-106 | lastname-106 | 106
+ firstname-107 | lastname-107 | 107
+ firstname-108 | lastname-108 | 108
+ firstname-109 | lastname-109 | 109
+ firstname-11  | lastname-11  |  11
+ firstname-110 | lastname-110 | 110
+ firstname-111 | lastname-111 | 111
+ firstname-112 | lastname-112 | 112
+ firstname-113 | lastname-113 | 113
+ firstname-114 | lastname-114 | 114
+ firstname-115 | lastname-115 | 115
+ firstname-116 | lastname-116 | 116
+ firstname-117 | lastname-117 | 117
+ firstname-118 | lastname-118 | 118
+ firstname-119 | lastname-119 | 119
+ firstname-12  | lastname-12  |  12
+ firstname-120 | lastname-120 | 120
+ firstname-121 | lastname-121 | 121
+ firstname-122 | lastname-122 | 122
+ firstname-123 | lastname-123 | 123
+ firstname-124 | lastname-124 | 124
+ firstname-125 | lastname-125 | 125
+ firstname-126 | lastname-126 | 126
+ firstname-127 | lastname-127 | 127
+ firstname-128 | lastname-128 | 128
+ firstname-129 | lastname-129 | 129
+ firstname-13  | lastname-13  |  13
+ firstname-130 | lastname-130 | 130
+ firstname-131 | lastname-131 | 131
+ firstname-132 | lastname-132 | 132
+ firstname-133 | lastname-133 | 133
+ firstname-134 | lastname-134 | 134
+ firstname-135 | lastname-135 | 135
+ firstname-136 | lastname-136 | 136
+ firstname-137 | lastname-137 | 137
+ firstname-138 | lastname-138 | 138
+ firstname-139 | lastname-139 | 139
+ firstname-14  | lastname-14  |  14
+ firstname-140 | lastname-140 | 140
+ firstname-141 | lastname-141 | 141
+ firstname-142 | lastname-142 | 142
+ firstname-143 | lastname-143 | 143
+ firstname-144 | lastname-144 | 144
+ firstname-145 | lastname-145 | 145
+ firstname-146 | lastname-146 | 146
+ firstname-147 | lastname-147 | 147
+ firstname-148 | lastname-148 | 148
+ firstname-149 | lastname-149 | 149
+ firstname-15  | lastname-15  |  15
+ firstname-150 | lastname-150 | 150
+ firstname-151 | lastname-151 | 151
+ firstname-152 | lastname-152 | 152
+ firstname-153 | lastname-153 | 153
+ firstname-154 | lastname-154 | 154
+ firstname-155 | lastname-155 | 155
+ firstname-156 | lastname-156 | 156
+ firstname-157 | lastname-157 | 157
+ firstname-158 | lastname-158 | 158
+ firstname-159 | lastname-159 | 159
+ firstname-16  | lastname-16  |  16
+ firstname-160 | lastname-160 | 160
+ firstname-161 | lastname-161 | 161
+ firstname-162 | lastname-162 | 162
+ firstname-163 | lastname-163 | 163
+ firstname-164 | lastname-164 | 164
+ firstname-165 | lastname-165 | 165
+ firstname-166 | lastname-166 | 166
+ firstname-167 | lastname-167 | 167
+ firstname-168 | lastname-168 | 168
+ firstname-169 | lastname-169 | 169
+ firstname-17  | lastname-17  |  17
+ firstname-170 | lastname-170 | 170
+ firstname-171 | lastname-171 | 171
+ firstname-172 | lastname-172 | 172
+ firstname-173 | lastname-173 | 173
+ firstname-174 | lastname-174 | 174
+ firstname-175 | lastname-175 | 175
+ firstname-176 | lastname-176 | 176
+ firstname-177 | lastname-177 | 177
+ firstname-178 | lastname-178 | 178
+ firstname-179 | lastname-179 | 179
+ firstname-18  | lastname-18  |  18
+ firstname-180 | lastname-180 | 180
+ firstname-181 | lastname-181 | 181
+ firstname-182 | lastname-182 | 182
+ firstname-183 | lastname-183 | 183
+ firstname-184 | lastname-184 | 184
+ firstname-185 | lastname-185 | 185
+ firstname-186 | lastname-186 | 186
+ firstname-187 | lastname-187 | 187
+ firstname-188 | lastname-188 | 188
+ firstname-189 | lastname-189 | 189
+ firstname-19  | lastname-19  |  19
+ firstname-190 | lastname-190 | 190
+ firstname-191 | lastname-191 | 191
+ firstname-192 | lastname-192 | 192
+ firstname-193 | lastname-193 | 193
+ firstname-194 | lastname-194 | 194
+ firstname-195 | lastname-195 | 195
+ firstname-196 | lastname-196 | 196
+ firstname-197 | lastname-197 | 197
+ firstname-198 | lastname-198 | 198
+ firstname-199 | lastname-199 | 199
+ firstname-2   | lastname-2   |   2
+ firstname-20  | lastname-20  |  20
+ firstname-200 | lastname-200 | 200
+ firstname-201 | lastname-201 | 201
+ firstname-202 | lastname-202 | 202
+ firstname-203 | lastname-203 | 203
+ firstname-204 | lastname-204 | 204
+ firstname-205 | lastname-205 | 205
+ firstname-206 | lastname-206 | 206
+ firstname-207 | lastname-207 | 207
+ firstname-208 | lastname-208 | 208
+ firstname-209 | lastname-209 | 209
+ firstname-21  | lastname-21  |  21
+ firstname-210 | lastname-210 | 210
+ firstname-211 | lastname-211 | 211
+ firstname-212 | lastname-212 | 212
+ firstname-213 | lastname-213 | 213
+ firstname-214 | lastname-214 | 214
+ firstname-215 | lastname-215 | 215
+ firstname-216 | lastname-216 | 216
+ firstname-217 | lastname-217 | 217
+ firstname-218 | lastname-218 | 218
+ firstname-219 | lastname-219 | 219
+ firstname-22  | lastname-22  |  22
+ firstname-220 | lastname-220 | 220
+ firstname-221 | lastname-221 | 221
+ firstname-222 | lastname-222 | 222
+ firstname-223 | lastname-223 | 223
+ firstname-224 | lastname-224 | 224
+ firstname-225 | lastname-225 | 225
+ firstname-226 | lastname-226 | 226
+ firstname-227 | lastname-227 | 227
+ firstname-228 | lastname-228 | 228
+ firstname-229 | lastname-229 | 229
+ firstname-23  | lastname-23  |  23
+ firstname-230 | lastname-230 | 230
+ firstname-231 | lastname-231 | 231
+ firstname-232 | lastname-232 | 232
+ firstname-233 | lastname-233 | 233
+ firstname-234 | lastname-234 | 234
+ firstname-235 | lastname-235 | 235
+ firstname-236 | lastname-236 | 236
+ firstname-237 | lastname-237 | 237
+ firstname-238 | lastname-238 | 238
+ firstname-239 | lastname-239 | 239
+ firstname-24  | lastname-24  |  24
+ firstname-240 | lastname-240 | 240
+ firstname-241 | lastname-241 | 241
+ firstname-242 | lastname-242 | 242
+ firstname-243 | lastname-243 | 243
+ firstname-244 | lastname-244 | 244
+ firstname-245 | lastname-245 | 245
+ firstname-246 | lastname-246 | 246
+ firstname-247 | lastname-247 | 247
+ firstname-248 | lastname-248 | 248
+ firstname-249 | lastname-249 | 249
+ firstname-25  | lastname-25  |  25
+ firstname-250 | lastname-250 | 250
+ firstname-251 | lastname-251 | 251
+ firstname-252 | lastname-252 | 252
+ firstname-253 | lastname-253 | 253
+ firstname-254 | lastname-254 | 254
+ firstname-255 | lastname-255 | 255
+ firstname-256 | lastname-256 | 256
+ firstname-257 | lastname-257 | 257
+ firstname-258 | lastname-258 | 258
+ firstname-259 | lastname-259 | 259
+ firstname-26  | lastname-26  |  26
+ firstname-260 | lastname-260 | 260
+ firstname-261 | lastname-261 | 261
+ firstname-262 | lastname-262 | 262
+ firstname-263 | lastname-263 | 263
+ firstname-264 | lastname-264 | 264
+ firstname-265 | lastname-265 | 265
+ firstname-266 | lastname-266 | 266
+ firstname-267 | lastname-267 | 267
+ firstname-268 | lastname-268 | 268
+ firstname-269 | lastname-269 | 269
+ firstname-27  | lastname-27  |  27
+ firstname-270 | lastname-270 | 270
+ firstname-271 | lastname-271 | 271
+ firstname-272 | lastname-272 | 272
+ firstname-273 | lastname-273 | 273
+ firstname-274 | lastname-274 | 274
+ firstname-275 | lastname-275 | 275
+ firstname-276 | lastname-276 | 276
+ firstname-277 | lastname-277 | 277
+ firstname-278 | lastname-278 | 278
+ firstname-279 | lastname-279 | 279
+ firstname-28  | lastname-28  |  28
+ firstname-280 | lastname-280 | 280
+ firstname-281 | lastname-281 | 281
+ firstname-282 | lastname-282 | 282
+ firstname-283 | lastname-283 | 283
+ firstname-284 | lastname-284 | 284
+ firstname-285 | lastname-285 | 285
+ firstname-286 | lastname-286 | 286
+ firstname-287 | lastname-287 | 287
+ firstname-288 | lastname-288 | 288
+ firstname-289 | lastname-289 | 289
+ firstname-29  | lastname-29  |  29
+ firstname-290 | lastname-290 | 290
+ firstname-291 | lastname-291 | 291
+ firstname-292 | lastname-292 | 292
+ firstname-293 | lastname-293 | 293
+ firstname-294 | lastname-294 | 294
+ firstname-295 | lastname-295 | 295
+ firstname-296 | lastname-296 | 296
+ firstname-297 | lastname-297 | 297
+ firstname-298 | lastname-298 | 298
+ firstname-299 | lastname-299 | 299
+ firstname-3   | lastname-3   |   3
+ firstname-30  | lastname-30  |  30
+ firstname-300 | lastname-300 | 300
+ firstname-301 | lastname-301 | 301
+ firstname-302 | lastname-302 | 302
+ firstname-303 | lastname-303 | 303
+ firstname-304 | lastname-304 | 304
+ firstname-305 | lastname-305 | 305
+ firstname-306 | lastname-306 | 306
+ firstname-307 | lastname-307 | 307
+ firstname-308 | lastname-308 | 308
+ firstname-309 | lastname-309 | 309
+ firstname-31  | lastname-31  |  31
+ firstname-310 | lastname-310 | 310
+ firstname-311 | lastname-311 | 311
+ firstname-312 | lastname-312 | 312
+ firstname-313 | lastname-313 | 313
+ firstname-314 | lastname-314 | 314
+ firstname-315 | lastname-315 | 315
+ firstname-316 | lastname-316 | 316
+ firstname-317 | lastname-317 | 317
+ firstname-318 | lastname-318 | 318
+ firstname-319 | lastname-319 | 319
+ firstname-32  | lastname-32  |  32
+ firstname-320 | lastname-320 | 320
+ firstname-321 | lastname-321 | 321
+ firstname-322 | lastname-322 | 322
+ firstname-323 | lastname-323 | 323
+ firstname-324 | lastname-324 | 324
+ firstname-325 | lastname-325 | 325
+ firstname-326 | lastname-326 | 326
+ firstname-327 | lastname-327 | 327
+ firstname-328 | lastname-328 | 328
+ firstname-329 | lastname-329 | 329
+ firstname-33  | lastname-33  |  33
+ firstname-330 | lastname-330 | 330
+ firstname-331 | lastname-331 | 331
+ firstname-332 | lastname-332 | 332
+ firstname-333 | lastname-333 | 333
+ firstname-334 | lastname-334 | 334
+ firstname-335 | lastname-335 | 335
+ firstname-336 | lastname-336 | 336
+ firstname-337 | lastname-337 | 337
+ firstname-338 | lastname-338 | 338
+ firstname-339 | lastname-339 | 339
+ firstname-34  | lastname-34  |  34
+ firstname-340 | lastname-340 | 340
+ firstname-341 | lastname-341 | 341
+ firstname-342 | lastname-342 | 342
+ firstname-343 | lastname-343 | 343
+ firstname-344 | lastname-344 | 344
+ firstname-345 | lastname-345 | 345
+ firstname-346 | lastname-346 | 346
+ firstname-347 | lastname-347 | 347
+ firstname-348 | lastname-348 | 348
+ firstname-349 | lastname-349 | 349
+ firstname-35  | lastname-35  |  35
+ firstname-350 | lastname-350 | 350
+ firstname-351 | lastname-351 | 351
+ firstname-352 | lastname-352 | 352
+ firstname-353 | lastname-353 | 353
+ firstname-354 | lastname-354 | 354
+ firstname-355 | lastname-355 | 355
+ firstname-356 | lastname-356 | 356
+ firstname-357 | lastname-357 | 357
+ firstname-358 | lastname-358 | 358
+ firstname-359 | lastname-359 | 359
+ firstname-36  | lastname-36  |  36
+ firstname-360 | lastname-360 | 360
+ firstname-361 | lastname-361 | 361
+ firstname-362 | lastname-362 | 362
+ firstname-363 | lastname-363 | 363
+ firstname-364 | lastname-364 | 364
+ firstname-365 | lastname-365 | 365
+ firstname-366 | lastname-366 | 366
+ firstname-367 | lastname-367 | 367
+ firstname-368 | lastname-368 | 368
+ firstname-369 | lastname-369 | 369
+ firstname-37  | lastname-37  |  37
+ firstname-370 | lastname-370 | 370
+ firstname-371 | lastname-371 | 371
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+ firstname-863 | lastname-863 | 863
+ firstname-864 | lastname-864 | 864
+ firstname-865 | lastname-865 | 865
+ firstname-866 | lastname-866 | 866
+ firstname-867 | lastname-867 | 867
+ firstname-868 | lastname-868 | 868
+ firstname-869 | lastname-869 | 869
+ firstname-87  | lastname-87  |  87
+ firstname-870 | lastname-870 | 870
+ firstname-871 | lastname-871 | 871
+ firstname-872 | lastname-872 | 872
+ firstname-873 | lastname-873 | 873
+ firstname-874 | lastname-874 | 874
+ firstname-875 | lastname-875 | 875
+ firstname-876 | lastname-876 | 876
+ firstname-877 | lastname-877 | 877
+ firstname-878 | lastname-878 | 878
+ firstname-879 | lastname-879 | 879
+ firstname-88  | lastname-88  |  88
+ firstname-880 | lastname-880 | 880
+ firstname-881 | lastname-881 | 881
+ firstname-882 | lastname-882 | 882
+ firstname-883 | lastname-883 | 883
+ firstname-884 | lastname-884 | 884
+ firstname-885 | lastname-885 | 885
+ firstname-886 | lastname-886 | 886
+ firstname-887 | lastname-887 | 887
+ firstname-888 | lastname-888 | 888
+ firstname-889 | lastname-889 | 889
+ firstname-89  | lastname-89  |  89
+ firstname-890 | lastname-890 | 890
+ firstname-891 | lastname-891 | 891
+ firstname-892 | lastname-892 | 892
+ firstname-893 | lastname-893 | 893
+ firstname-894 | lastname-894 | 894
+ firstname-895 | lastname-895 | 895
+ firstname-896 | lastname-896 | 896
+ firstname-897 | lastname-897 | 897
+ firstname-898 | lastname-898 | 898
+ firstname-899 | lastname-899 | 899
+ firstname-9   | lastname-9   |   9
+ firstname-90  | lastname-90  |  90
+ firstname-900 | lastname-900 | 900
+ firstname-901 | lastname-901 | 901
+ firstname-902 | lastname-902 | 902
+ firstname-903 | lastname-903 | 903
+ firstname-904 | lastname-904 | 904
+ firstname-905 | lastname-905 | 905
+ firstname-906 | lastname-906 | 906
+ firstname-907 | lastname-907 | 907
+ firstname-908 | lastname-908 | 908
+ firstname-909 | lastname-909 | 909
+ firstname-91  | lastname-91  |  91
+ firstname-910 | lastname-910 | 910
+ firstname-911 | lastname-911 | 911
+ firstname-912 | lastname-912 | 912
+ firstname-913 | lastname-913 | 913
+ firstname-914 | lastname-914 | 914
+ firstname-915 | lastname-915 | 915
+ firstname-916 | lastname-916 | 916
+ firstname-917 | lastname-917 | 917
+ firstname-918 | lastname-918 | 918
+ firstname-919 | lastname-919 | 919
+ firstname-92  | lastname-92  |  92
+ firstname-920 | lastname-920 | 920
+ firstname-921 | lastname-921 | 921
+ firstname-922 | lastname-922 | 922
+ firstname-923 | lastname-923 | 923
+ firstname-924 | lastname-924 | 924
+ firstname-925 | lastname-925 | 925
+ firstname-926 | lastname-926 | 926
+ firstname-927 | lastname-927 | 927
+ firstname-928 | lastname-928 | 928
+ firstname-929 | lastname-929 | 929
+ firstname-93  | lastname-93  |  93
+ firstname-930 | lastname-930 | 930
+ firstname-931 | lastname-931 | 931
+ firstname-932 | lastname-932 | 932
+ firstname-933 | lastname-933 | 933
+ firstname-934 | lastname-934 | 934
+ firstname-935 | lastname-935 | 935
+ firstname-936 | lastname-936 | 936
+ firstname-937 | lastname-937 | 937
+ firstname-938 | lastname-938 | 938
+ firstname-939 | lastname-939 | 939
+ firstname-94  | lastname-94  |  94
+ firstname-940 | lastname-940 | 940
+ firstname-941 | lastname-941 | 941
+ firstname-942 | lastname-942 | 942
+ firstname-943 | lastname-943 | 943
+ firstname-944 | lastname-944 | 944
+ firstname-945 | lastname-945 | 945
+ firstname-946 | lastname-946 | 946
+ firstname-947 | lastname-947 | 947
+ firstname-948 | lastname-948 | 948
+ firstname-949 | lastname-949 | 949
+ firstname-95  | lastname-95  |  95
+ firstname-950 | lastname-950 | 950
+ firstname-951 | lastname-951 | 951
+ firstname-952 | lastname-952 | 952
+ firstname-953 | lastname-953 | 953
+ firstname-954 | lastname-954 | 954
+ firstname-955 | lastname-955 | 955
+ firstname-956 | lastname-956 | 956
+ firstname-957 | lastname-957 | 957
+ firstname-958 | lastname-958 | 958
+ firstname-959 | lastname-959 | 959
+ firstname-96  | lastname-96  |  96
+ firstname-960 | lastname-960 | 960
+ firstname-961 | lastname-961 | 961
+ firstname-962 | lastname-962 | 962
+ firstname-963 | lastname-963 | 963
+ firstname-964 | lastname-964 | 964
+ firstname-965 | lastname-965 | 965
+ firstname-966 | lastname-966 | 966
+ firstname-967 | lastname-967 | 967
+ firstname-968 | lastname-968 | 968
+ firstname-969 | lastname-969 | 969
+ firstname-97  | lastname-97  |  97
+ firstname-970 | lastname-970 | 970
+ firstname-971 | lastname-971 | 971
+ firstname-972 | lastname-972 | 972
+ firstname-973 | lastname-973 | 973
+ firstname-974 | lastname-974 | 974
+ firstname-975 | lastname-975 | 975
+ firstname-976 | lastname-976 | 976
+ firstname-977 | lastname-977 | 977
+ firstname-978 | lastname-978 | 978
+ firstname-979 | lastname-979 | 979
+ firstname-98  | lastname-98  |  98
+ firstname-980 | lastname-980 | 980
+ firstname-981 | lastname-981 | 981
+ firstname-982 | lastname-982 | 982
+ firstname-983 | lastname-983 | 983
+ firstname-984 | lastname-984 | 984
+ firstname-985 | lastname-985 | 985
+ firstname-986 | lastname-986 | 986
+ firstname-987 | lastname-987 | 987
+ firstname-988 | lastname-988 | 988
+ firstname-989 | lastname-989 | 989
+ firstname-99  | lastname-99  |  99
+ firstname-990 | lastname-990 | 990
+ firstname-991 | lastname-991 | 991
+ firstname-992 | lastname-992 | 992
+ firstname-993 | lastname-993 | 993
+ firstname-994 | lastname-994 | 994
+ firstname-995 | lastname-995 | 995
+ firstname-996 | lastname-996 | 996
+ firstname-997 | lastname-997 | 997
+ firstname-998 | lastname-998 | 998
+ firstname-999 | lastname-999 | 999
+(999 rows)
+
+-- disable caching
+SET columnar.enable_column_cache = 'f';
+CREATE TABLE test_2 (
+  value INT,
+  updated_value INT
+) USING columnar;
+INSERT INTO test_2 (value)
+  SELECT generate_series(1, 1000000, 1);
+BEGIN;
+SELECT SUM(value)
+  FROM test_2;
+     sum      
+--------------
+ 500000500000
+(1 row)
+
+UPDATE test_2
+   SET updated_value = value * 2;
+SELECT SUM(updated_value)
+  FROM test_2;
+      sum      
+---------------
+ 1000001000000
+(1 row)
+
+DELETE FROM test_2
+ WHERE value % 2 = 0;
+SELECT SUM(value)
+  FROM test_2;
+     sum      
+--------------
+ 250000000000
+(1 row)
+
+COMMIT;
+DROP TABLE test_2;
+set columnar.enable_column_cache = 't';
+CREATE TABLE test_2 (
+  value INT,
+  updated_value INT
+) USING columnar;
+INSERT INTO test_2 (value)
+  SELECT generate_series(1, 1000000, 1);
+BEGIN;
+SELECT SUM(value)
+  FROM test_2;
+     sum      
+--------------
+ 500000500000
+(1 row)
+
+UPDATE test_2
+   SET updated_value = value * 2;
+SELECT SUM(updated_value)
+  FROM test_2;
+      sum      
+---------------
+ 1000001000000
+(1 row)
+
+DELETE FROM test_2
+ WHERE value % 2 = 0;
+SELECT SUM(value)
+  FROM test_2;
+     sum      
+--------------
+ 250000000000
+(1 row)
+
+COMMIT;
+DROP TABLE test_2;
diff --git a/columnar/src/test/regress/sql/columnar_cache.sql b/columnar/src/test/regress/sql/columnar_cache.sql
new file mode 100644
index 00000000..e482cd1e
--- /dev/null
+++ b/columnar/src/test/regress/sql/columnar_cache.sql
@@ -0,0 +1,111 @@
+CREATE TABLE big_table (
+  id INT,
+  firstname TEXT,
+  lastname TEXT
+) USING columnar;
+
+INSERT INTO big_table (id, firstname, lastname)
+  SELECT i,
+         CONCAT('firstname-', i),
+         CONCAT('lastname-', i)
+    FROM generate_series(1, 1000000) as i;
+
+-- get some baselines from multiple chunks
+SELECT firstname,
+       lastname,
+       SUM(id)
+  FROM big_table
+ WHERE id < 1000
+ GROUP BY firstname,
+       lastname
+UNION
+SELECT firstname,
+       lastname,
+       SUM(id)
+  FROM big_table
+ WHERE id BETWEEN 15000 AND 16000
+ GROUP BY firstname,
+       lastname
+ ORDER BY firstname;
+
+
+-- enable caching
+SET columnar.enable_column_cache = 't';
+
+-- the results should be the same as above
+SELECT firstname,
+       lastname,
+       SUM(id)
+  FROM big_table
+ WHERE id < 1000
+ GROUP BY firstname,
+       lastname
+UNION
+SELECT firstname,
+       lastname,
+       SUM(id)
+  FROM big_table
+ WHERE id BETWEEN 15000 AND 16000
+ GROUP BY firstname,
+       lastname
+ ORDER BY firstname;
+
+-- disable caching
+SET columnar.enable_column_cache = 'f';
+
+CREATE TABLE test_2 (
+  value INT,
+  updated_value INT
+) USING columnar;
+
+INSERT INTO test_2 (value)
+  SELECT generate_series(1, 1000000, 1);
+
+BEGIN;
+SELECT SUM(value)
+  FROM test_2;
+
+UPDATE test_2
+   SET updated_value = value * 2;
+
+SELECT SUM(updated_value)
+  FROM test_2;
+
+DELETE FROM test_2
+ WHERE value % 2 = 0;
+
+SELECT SUM(value)
+  FROM test_2;
+COMMIT;
+
+DROP TABLE test_2;
+
+set columnar.enable_column_cache = 't';
+
+CREATE TABLE test_2 (
+  value INT,
+  updated_value INT
+) USING columnar;
+
+INSERT INTO test_2 (value)
+  SELECT generate_series(1, 1000000, 1);
+
+BEGIN;
+SELECT SUM(value)
+  FROM test_2;
+
+UPDATE test_2
+   SET updated_value = value * 2;
+
+SELECT SUM(updated_value)
+  FROM test_2;
+
+DELETE FROM test_2
+ WHERE value % 2 = 0;
+
+SELECT SUM(value)
+  FROM test_2;
+COMMIT;
+
+DROP TABLE test_2;
+