greenplumn CTranslatorRelcacheToDXL 源码

  • 2022-08-18
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greenplumn CTranslatorRelcacheToDXL 代码

文件路径:/src/backend/gpopt/translate/CTranslatorRelcacheToDXL.cpp

//---------------------------------------------------------------------------
//	Greenplum Database
//	Copyright (C) 2011 EMC Corp.
//
//	@filename:
//		CTranslatorRelcacheToDXL.cpp
//
//	@doc:
//		Class translating relcache entries into DXL objects
//
//	@test:
//
//
//---------------------------------------------------------------------------

extern "C" {
#include "postgres.h"

#include "access/external.h"
#include "access/heapam.h"
#include "catalog/namespace.h"
#include "catalog/pg_am.h"
#include "catalog/pg_proc.h"
#include "catalog/pg_statistic.h"
#include "cdb/cdbhash.h"
#include "partitioning/partdesc.h"
#include "utils/array.h"
#include "utils/datum.h"
#include "utils/elog.h"
#include "utils/guc.h"
#include "utils/lsyscache.h"
#include "utils/partcache.h"
#include "utils/rel.h"
#include "utils/relcache.h"
#include "utils/syscache.h"
#include "utils/typcache.h"
}

#include "gpos/base.h"
#include "gpos/common/CAutoRef.h"
#include "gpos/error/CException.h"
#include "gpos/io/COstreamString.h"

#include "gpopt/base/CUtils.h"
#include "gpopt/gpdbwrappers.h"
#include "gpopt/mdcache/CMDAccessor.h"
#include "gpopt/translate/CTranslatorRelcacheToDXL.h"
#include "gpopt/translate/CTranslatorScalarToDXL.h"
#include "gpopt/translate/CTranslatorUtils.h"
#include "naucrates/dxl/CDXLUtils.h"
#include "naucrates/dxl/gpdb_types.h"
#include "naucrates/dxl/xml/dxltokens.h"
#include "naucrates/exception.h"
#include "naucrates/md/CDXLColStats.h"
#include "naucrates/md/CDXLRelStats.h"
#include "naucrates/md/CMDArrayCoerceCastGPDB.h"
#include "naucrates/md/CMDCastGPDB.h"
#include "naucrates/md/CMDIdCast.h"
#include "naucrates/md/CMDIdColStats.h"
#include "naucrates/md/CMDIdRelStats.h"
#include "naucrates/md/CMDIdScCmp.h"
#include "naucrates/md/CMDIndexGPDB.h"
#include "naucrates/md/CMDPartConstraintGPDB.h"
#include "naucrates/md/CMDScCmpGPDB.h"
#include "naucrates/md/CMDTypeBoolGPDB.h"
#include "naucrates/md/CMDTypeGenericGPDB.h"
#include "naucrates/md/CMDTypeInt2GPDB.h"
#include "naucrates/md/CMDTypeInt4GPDB.h"
#include "naucrates/md/CMDTypeInt8GPDB.h"
#include "naucrates/md/CMDTypeOidGPDB.h"

using namespace gpdxl;
using namespace gpopt;


static const ULONG cmp_type_mappings[][2] = {
	{IMDType::EcmptEq, CmptEq},	  {IMDType::EcmptNEq, CmptNEq},
	{IMDType::EcmptL, CmptLT},	  {IMDType::EcmptG, CmptGT},
	{IMDType::EcmptGEq, CmptGEq}, {IMDType::EcmptLEq, CmptLEq}};

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveObject
//
//	@doc:
//		Retrieve a metadata object from the relcache given its metadata id.
//
//---------------------------------------------------------------------------
IMDCacheObject *
CTranslatorRelcacheToDXL::RetrieveObject(CMemoryPool *mp,
										 CMDAccessor *md_accessor, IMDId *mdid)
{
	IMDCacheObject *md_obj = nullptr;
	GPOS_ASSERT(nullptr != md_accessor);

#ifdef FAULT_INJECTOR
	gpdb::InjectFaultInOptTasks("opt_relcache_translator_catalog_access");
#endif	// FAULT_INJECTOR

	switch (mdid->MdidType())
	{
		case IMDId::EmdidGPDB:
			md_obj = RetrieveObjectGPDB(mp, md_accessor, mdid);
			break;

		case IMDId::EmdidRelStats:
			md_obj = RetrieveRelStats(mp, mdid);
			break;

		case IMDId::EmdidColStats:
			md_obj = RetrieveColStats(mp, md_accessor, mdid);
			break;

		case IMDId::EmdidCastFunc:
			md_obj = RetrieveCast(mp, mdid);
			break;

		case IMDId::EmdidScCmp:
			md_obj = RetrieveScCmp(mp, mdid);
			break;

		default:
			break;
	}

	if (nullptr == md_obj)
	{
		// no match found
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDCacheEntryNotFound,
				   mdid->GetBuffer());
	}

	return md_obj;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveMDObjGPDB
//
//	@doc:
//		Retrieve a GPDB metadata object from the relcache given its metadata id.
//
//---------------------------------------------------------------------------
IMDCacheObject *
CTranslatorRelcacheToDXL::RetrieveObjectGPDB(CMemoryPool *mp,
											 CMDAccessor *md_accessor,
											 IMDId *mdid)
{
	GPOS_ASSERT(mdid->MdidType() == CMDIdGPDB::EmdidGPDB);

	OID oid = CMDIdGPDB::CastMdid(mdid)->Oid();

	GPOS_ASSERT(0 != oid);

	// find out what type of object this oid stands for

	if (gpdb::IndexExists(oid))
	{
		return RetrieveIndex(mp, md_accessor, mdid);
	}

	if (gpdb::TypeExists(oid))
	{
		return RetrieveType(mp, mdid);
	}

	if (gpdb::RelationExists(oid))
	{
		return RetrieveRel(mp, md_accessor, mdid);
	}

	if (gpdb::OperatorExists(oid))
	{
		return RetrieveScOp(mp, mdid);
	}

	if (gpdb::AggregateExists(oid))
	{
		return RetrieveAgg(mp, mdid);
	}

	if (gpdb::FunctionExists(oid))
	{
		return RetrieveFunc(mp, mdid);
	}

	if (gpdb::CheckConstraintExists(oid))
	{
		return RetrieveCheckConstraints(mp, md_accessor, mdid);
	}

	// no match found
	return nullptr;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::GetRelName
//
//	@doc:
//		Return a relation name
//
//---------------------------------------------------------------------------
CMDName *
CTranslatorRelcacheToDXL::GetRelName(CMemoryPool *mp, Relation rel)
{
	GPOS_ASSERT(nullptr != rel);
	CHAR *relname = NameStr(rel->rd_rel->relname);
	CWStringDynamic *relname_str =
		CDXLUtils::CreateDynamicStringFromCharArray(mp, relname);
	CMDName *mdname = GPOS_NEW(mp) CMDName(mp, relname_str);
	GPOS_DELETE(relname_str);
	return mdname;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveRelIndexInfo
//
//	@doc:
//		Return the indexes defined on the given relation
//
//---------------------------------------------------------------------------
CMDIndexInfoArray *
CTranslatorRelcacheToDXL::RetrieveRelIndexInfo(CMemoryPool *mp, Relation rel)
{
	GPOS_ASSERT(nullptr != rel);
	CMDIndexInfoArray *md_index_info_array = GPOS_NEW(mp) CMDIndexInfoArray(mp);

	// not a partitioned table: obtain indexes directly from the catalog
	List *index_oids = gpdb::GetRelationIndexes(rel);

	ListCell *lc = nullptr;

	ForEach(lc, index_oids)
	{
		OID index_oid = lfirst_oid(lc);

		// only add supported indexes
		gpdb::RelationWrapper index_rel = gpdb::GetRelation(index_oid);

		if (!index_rel)
		{
			WCHAR wstr[1024];
			CWStringStatic str(wstr, 1024);
			COstreamString oss(&str);
			oss << (ULONG) index_oid;
			GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDCacheEntryNotFound,
					   str.GetBuffer());
		}

		GPOS_ASSERT(nullptr != index_rel->rd_indextuple);

		if (IsIndexSupported(index_rel.get()))
		{
			CMDIdGPDB *mdid_index = GPOS_NEW(mp) CMDIdGPDB(index_oid);
			// for a regular table, external table or leaf partition, an index is always complete
			CMDIndexInfo *md_index_info =
				GPOS_NEW(mp) CMDIndexInfo(mdid_index, false /* is_partial */);
			md_index_info_array->Append(md_index_info);
		}
	}

	return md_index_info_array;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveRelCheckConstraints
//
//	@doc:
//		Return the check constraints defined on the relation with the given oid
//
//---------------------------------------------------------------------------
IMdIdArray *
CTranslatorRelcacheToDXL::RetrieveRelCheckConstraints(CMemoryPool *mp, OID oid)
{
	IMdIdArray *check_constraint_mdids = GPOS_NEW(mp) IMdIdArray(mp);
	List *check_constraints = gpdb::GetCheckConstraintOids(oid);

	ListCell *lc = nullptr;
	ForEach(lc, check_constraints)
	{
		OID check_constraint_oid = lfirst_oid(lc);
		GPOS_ASSERT(0 != check_constraint_oid);
		CMDIdGPDB *mdid_check_constraint =
			GPOS_NEW(mp) CMDIdGPDB(check_constraint_oid);
		check_constraint_mdids->Append(mdid_check_constraint);
	}

	return check_constraint_mdids;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::CheckUnsupportedRelation
//
//	@doc:
//		Check and fall back to planner for unsupported relations
//
//---------------------------------------------------------------------------
void
CTranslatorRelcacheToDXL::CheckUnsupportedRelation(OID rel_oid)
{
	if (!gpdb::RelIsPartitioned(rel_oid) && gpdb::HasSubclassSlow(rel_oid))
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDObjUnsupported,
				   GPOS_WSZ_LIT("Inherited tables"));
	}
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveRel
//
//	@doc:
//		Retrieve a relation from the relcache given its metadata id.
//
//---------------------------------------------------------------------------
IMDRelation *
CTranslatorRelcacheToDXL::RetrieveRel(CMemoryPool *mp, CMDAccessor *md_accessor,
									  IMDId *mdid)
{
	OID oid = CMDIdGPDB::CastMdid(mdid)->Oid();
	GPOS_ASSERT(InvalidOid != oid);

	CheckUnsupportedRelation(oid);

	gpdb::RelationWrapper rel = gpdb::GetRelation(oid);

	if (!rel)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDCacheEntryNotFound,
				   mdid->GetBuffer());
	}

	if (nullptr != rel->rd_cdbpolicy &&
		POLICYTYPE_ENTRY != rel->rd_cdbpolicy->ptype &&
		gpdb::GetGPSegmentCount() != rel->rd_cdbpolicy->numsegments)
	{
		// GPORCA does not support partially distributed tables yet
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiDXLInvalidAttributeValue,
				   GPOS_WSZ_LIT("Partially Distributed Data"));
	}

	CMDName *mdname = nullptr;
	IMDRelation::Erelstoragetype rel_storage_type =
		IMDRelation::ErelstorageSentinel;
	CMDColumnArray *mdcol_array = nullptr;
	IMDRelation::Ereldistrpolicy dist = IMDRelation::EreldistrSentinel;
	ULongPtrArray *distr_cols = nullptr;
	IMdIdArray *distr_op_families = nullptr;
	CMDIndexInfoArray *md_index_info_array = nullptr;
	ULongPtrArray *part_keys = nullptr;
	CharPtrArray *part_types = nullptr;
	ULONG num_leaf_partitions = 0;
	BOOL convert_hash_to_random = false;
	ULongPtr2dArray *keyset_array = nullptr;
	IMdIdArray *check_constraint_mdids = nullptr;
	BOOL is_temporary = false;
	BOOL is_partitioned = false;
	IMDRelation *md_rel = nullptr;
	IMdIdArray *partition_oids = nullptr;

	/*
	 * Pretend that there are no triggers, because we don't want ORCA to handle
	 * them. The executor can run them fine on its own.
	 */
	IMdIdArray *mdid_triggers_array = GPOS_NEW(mp) IMdIdArray(mp);

	// get rel name
	mdname = GetRelName(mp, rel.get());

	// get storage type
	rel_storage_type = RetrieveRelStorageType(rel.get());

	// get relation columns
	mdcol_array = RetrieveRelColumns(mp, md_accessor, rel.get());
	const ULONG max_cols =
		GPDXL_SYSTEM_COLUMNS + (ULONG) rel->rd_att->natts + 1;
	ULONG *attno_mapping = ConstructAttnoMapping(mp, mdcol_array, max_cols);

	// get distribution policy
	GpPolicy *gp_policy = gpdb::GetDistributionPolicy(rel.get());
	dist = GetRelDistribution(gp_policy);

	// get distribution columns
	if (IMDRelation::EreldistrHash == dist)
	{
		distr_cols =
			RetrieveRelDistributionCols(mp, gp_policy, mdcol_array, max_cols);
		distr_op_families = RetrieveRelDistributionOpFamilies(mp, gp_policy);
	}

	convert_hash_to_random = gpdb::IsChildPartDistributionMismatched(rel.get());

	// collect relation indexes
	md_index_info_array = RetrieveRelIndexInfo(mp, rel.get());

	// get partition keys
	if (IMDRelation::ErelstorageExternal != rel_storage_type)
	{
		RetrievePartKeysAndTypes(mp, rel.get(), oid, &part_keys, &part_types);
	}
	is_partitioned = (nullptr != part_keys && 0 < part_keys->Size());

	// get number of leaf partitions
	if (gpdb::RelIsPartitioned(oid))
	{
		// FIXME_GPDB_12_MERGE_FIXME: misestimate (most likely underestimate) the number of leaf partitions
		// ORCA doesn't really care, except to determine whether to sort before inserting
		num_leaf_partitions = rel->rd_partdesc->nparts;
		partition_oids = GPOS_NEW(mp) IMdIdArray(mp);

		for (int i = 0; i < rel->rd_partdesc->nparts; ++i)
		{
			Oid oid = rel->rd_partdesc->oids[i];
			partition_oids->Append(GPOS_NEW(mp) CMDIdGPDB(oid));
			if (gpdb::RelIsPartitioned(oid))
			{
				// Multi-level partitioned tables are unsupported - fall back
				GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDObjUnsupported,
						   GPOS_WSZ_LIT("Multi-level partitioned tables"));
			}
		}
	}

	// get key sets
	BOOL should_add_default_keys = RelHasSystemColumns(rel->rd_rel->relkind);
	keyset_array = RetrieveRelKeysets(mp, oid, should_add_default_keys,
									  is_partitioned, attno_mapping);

	// collect all check constraints
	check_constraint_mdids = RetrieveRelCheckConstraints(mp, oid);

	is_temporary = (rel->rd_rel->relpersistence == RELPERSISTENCE_TEMP);

	GPOS_DELETE_ARRAY(attno_mapping);

	GPOS_ASSERT(IMDRelation::ErelstorageSentinel != rel_storage_type);
	GPOS_ASSERT(IMDRelation::EreldistrSentinel != dist);

	mdid->AddRef();

	if (IMDRelation::ErelstorageExternal == rel_storage_type)
	{
		ExtTableEntry *extentry = gpdb::GetExternalTableEntry(oid);

		md_rel = GPOS_NEW(mp) CMDRelationExternalGPDB(
			mp, mdid, mdname, dist, mdcol_array, distr_cols, distr_op_families,
			convert_hash_to_random, keyset_array, md_index_info_array,
			mdid_triggers_array, check_constraint_mdids, extentry->rejectlimit,
			('r' == extentry->rejectlimittype),
			nullptr /* it's sufficient to pass NULL here since ORCA
								doesn't really make use of the logerrors value.
								In case of converting the DXL returned from to
								PlanStmt, currently the code looks up the information
								from catalog and fill in the required values into the ExternalScan */
		);
	}
	else
	{
		CDXLNode *mdpart_constraint = nullptr;

		// retrieve the part constraints if relation is partitioned
		// FIMXE: Do this only if Relation::rd_rel::relispartition is true
		mdpart_constraint = RetrievePartConstraintForRel(
			mp, md_accessor, rel.get(), mdcol_array);

		// GPDB_12_MERGE_FIXME: this leaves dead code in CMDRelationGPDB. We
		// should gut it all the way
		md_rel = GPOS_NEW(mp) CMDRelationGPDB(
			mp, mdid, mdname, is_temporary, rel_storage_type, dist, mdcol_array,
			distr_cols, distr_op_families, part_keys, part_types,
			num_leaf_partitions, partition_oids, convert_hash_to_random,
			keyset_array, md_index_info_array, mdid_triggers_array,
			check_constraint_mdids, mdpart_constraint);
	}

	return md_rel;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveRelColumns
//
//	@doc:
//		Get relation columns
//
//---------------------------------------------------------------------------
CMDColumnArray *
CTranslatorRelcacheToDXL::RetrieveRelColumns(CMemoryPool *mp,
											 CMDAccessor *md_accessor,
											 Relation rel)
{
	CMDColumnArray *mdcol_array = GPOS_NEW(mp) CMDColumnArray(mp);

	for (ULONG ul = 0; ul < (ULONG) rel->rd_att->natts; ul++)
	{
		// GPDB_12_MERGE_FIXME: need to add support in ORCA to support GENERATED columns in DML
		// FIXME: XXX in hindsight, we can fallback less often.
		//  We _really_ should only fallback on DML, not *all the time*
		if (rel->rd_att->attrs[ul].attgenerated)
		{
			GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDObjUnsupported,
					   GPOS_WSZ_LIT("column has GENERATED default value"));
		}
	}

	for (ULONG ul = 0; ul < (ULONG) rel->rd_att->natts; ul++)
	{
		Form_pg_attribute att = &rel->rd_att->attrs[ul];
		CMDName *md_colname =
			CDXLUtils::CreateMDNameFromCharArray(mp, NameStr(att->attname));

		// translate the default column value
		CDXLNode *dxl_default_col_val = nullptr;

		if (!att->attisdropped)
		{
			dxl_default_col_val = GetDefaultColumnValue(
				mp, md_accessor, rel->rd_att, att->attnum);
		}

		ULONG col_len = gpos::ulong_max;
		CMDIdGPDB *mdid_col = GPOS_NEW(mp) CMDIdGPDB(att->atttypid);
		HeapTuple stats_tup = gpdb::GetAttStats(rel->rd_id, ul + 1);

		// Column width priority:
		// 1. If there is average width kept in the stats for that column, pick that value.
		// 2. If not, if it is a fixed length text type, pick the size of it. E.g if it is
		//    varchar(10), assign 10 as the column length.
		// 3. Else if it not dropped and a fixed length type such as int4, assign the fixed
		//    length.
		// 4. Otherwise, assign it to default column width which is 8.
		if (HeapTupleIsValid(stats_tup))
		{
			Form_pg_statistic form_pg_stats =
				(Form_pg_statistic) GETSTRUCT(stats_tup);

			// column width
			col_len = form_pg_stats->stawidth;
			gpdb::FreeHeapTuple(stats_tup);
		}
		else if ((mdid_col->Equals(&CMDIdGPDB::m_mdid_bpchar) ||
				  mdid_col->Equals(&CMDIdGPDB::m_mdid_varchar)) &&
				 (VARHDRSZ < att->atttypmod))
		{
			col_len = (ULONG) att->atttypmod - VARHDRSZ;
		}
		else
		{
			DOUBLE width = CStatistics::DefaultColumnWidth.Get();
			col_len = (ULONG) width;

			if (!att->attisdropped)
			{
				IMDType *md_type =
					CTranslatorRelcacheToDXL::RetrieveType(mp, mdid_col);
				if (md_type->IsFixedLength())
				{
					col_len = md_type->Length();
				}
				md_type->Release();
			}
		}

		CMDColumn *md_col = GPOS_NEW(mp)
			CMDColumn(md_colname, att->attnum, mdid_col, att->atttypmod,
					  !att->attnotnull, att->attisdropped,
					  dxl_default_col_val /* default value */, col_len);

		mdcol_array->Append(md_col);
	}

	// add system columns
	if (RelHasSystemColumns(rel->rd_rel->relkind))
	{
		AddSystemColumns(mp, mdcol_array, rel);
	}

	return mdcol_array;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::GetDefaultColumnValue
//
//	@doc:
//		Return the dxl representation of column's default value
//
//---------------------------------------------------------------------------
CDXLNode *
CTranslatorRelcacheToDXL::GetDefaultColumnValue(CMemoryPool *mp,
												CMDAccessor *md_accessor,
												TupleDesc rd_att,
												AttrNumber attno)
{
	GPOS_ASSERT(attno > 0);

	Node *node = nullptr;

	// Scan to see if relation has a default for this column
	if (nullptr != rd_att->constr && 0 < rd_att->constr->num_defval)
	{
		AttrDefault *defval = rd_att->constr->defval;
		INT num_def = rd_att->constr->num_defval;

		GPOS_ASSERT(nullptr != defval);
		for (ULONG ul = 0; ul < (ULONG) num_def; ul++)
		{
			if (attno == defval[ul].adnum)
			{
				// found it, convert string representation to node tree.
				node = gpdb::StringToNode(defval[ul].adbin);
				break;
			}
		}
	}

	if (nullptr == node)
	{
		// get the default value for the type
		Form_pg_attribute att_tup = &rd_att->attrs[attno - 1];
		node = gpdb::GetTypeDefault(att_tup->atttypid);
	}

	if (nullptr == node)
	{
		return nullptr;
	}

	// translate the default value expression
	return CTranslatorScalarToDXL::TranslateStandaloneExprToDXL(
		mp, md_accessor,
		nullptr, /* var_colid_mapping --- subquery or external variable are not supported in default expression */
		(Expr *) node);
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::GetRelDistribution
//
//	@doc:
//		Return the distribution policy of the relation
//
//---------------------------------------------------------------------------
IMDRelation::Ereldistrpolicy
CTranslatorRelcacheToDXL::GetRelDistribution(GpPolicy *gp_policy)
{
	if (nullptr == gp_policy)
	{
		return IMDRelation::EreldistrMasterOnly;
	}

	if (POLICYTYPE_REPLICATED == gp_policy->ptype)
	{
		return IMDRelation::EreldistrReplicated;
	}

	if (POLICYTYPE_PARTITIONED == gp_policy->ptype)
	{
		if (0 == gp_policy->nattrs)
		{
			return IMDRelation::EreldistrRandom;
		}

		return IMDRelation::EreldistrHash;
	}

	if (POLICYTYPE_ENTRY == gp_policy->ptype)
	{
		return IMDRelation::EreldistrMasterOnly;
	}

	GPOS_RAISE(gpdxl::ExmaMD, ExmiDXLUnrecognizedType,
			   GPOS_WSZ_LIT("unrecognized distribution policy"));
	return IMDRelation::EreldistrSentinel;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveRelDistributionCols
//
//	@doc:
//		Get distribution columns
//
//---------------------------------------------------------------------------
ULongPtrArray *
CTranslatorRelcacheToDXL::RetrieveRelDistributionCols(
	CMemoryPool *mp, GpPolicy *gp_policy, CMDColumnArray *mdcol_array,
	ULONG size)
{
	ULONG *attno_mapping = GPOS_NEW_ARRAY(mp, ULONG, size);

	for (ULONG ul = 0; ul < mdcol_array->Size(); ul++)
	{
		const IMDColumn *md_col = (*mdcol_array)[ul];
		INT attno = md_col->AttrNum();

		ULONG idx = (ULONG)(GPDXL_SYSTEM_COLUMNS + attno);
		attno_mapping[idx] = ul;
	}

	ULongPtrArray *distr_cols = GPOS_NEW(mp) ULongPtrArray(mp);

	for (ULONG ul = 0; ul < (ULONG) gp_policy->nattrs; ul++)
	{
		AttrNumber attno = gp_policy->attrs[ul];

		distr_cols->Append(
			GPOS_NEW(mp) ULONG(GetAttributePosition(attno, attno_mapping)));
	}

	GPOS_DELETE_ARRAY(attno_mapping);
	return distr_cols;
}

IMdIdArray *
CTranslatorRelcacheToDXL::RetrieveRelDistributionOpFamilies(CMemoryPool *mp,
															GpPolicy *gp_policy)
{
	IMdIdArray *distr_op_classes = GPOS_NEW(mp) IMdIdArray(mp);

	Oid *opclasses = gp_policy->opclasses;
	for (ULONG ul = 0; ul < (ULONG) gp_policy->nattrs; ul++)
	{
		Oid opfamily = gpdb::GetOpclassFamily(opclasses[ul]);
		distr_op_classes->Append(GPOS_NEW(mp) CMDIdGPDB(opfamily));
	}

	return distr_op_classes;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::AddSystemColumns
//
//	@doc:
//		Adding system columns (oid, tid, xmin, etc) in table descriptors
//
//---------------------------------------------------------------------------
void
CTranslatorRelcacheToDXL::AddSystemColumns(CMemoryPool *mp,
										   CMDColumnArray *mdcol_array,
										   Relation rel)
{
	for (INT i = SelfItemPointerAttributeNumber;
		 i > FirstLowInvalidHeapAttributeNumber; i--)
	{
		AttrNumber attno = AttrNumber(i);
		GPOS_ASSERT(0 != attno);

		// get system name for that attribute
		const CWStringConst *sys_colname =
			CTranslatorUtils::GetSystemColName(attno);
		GPOS_ASSERT(nullptr != sys_colname);

		// copy string into column name
		CMDName *md_colname = GPOS_NEW(mp) CMDName(mp, sys_colname);

		CMDColumn *md_col = GPOS_NEW(mp) CMDColumn(
			md_colname, attno, CTranslatorUtils::GetSystemColType(mp, attno),
			default_type_modifier,
			false,	  // is_nullable
			false,	  // is_dropped
			nullptr,  // default value
			CTranslatorUtils::GetSystemColLength(attno));

		mdcol_array->Append(md_col);
	}
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveIndex
//
//	@doc:
//		Retrieve an index from the relcache given its metadata id.
//
//---------------------------------------------------------------------------
IMDIndex *
CTranslatorRelcacheToDXL::RetrieveIndex(CMemoryPool *mp,
										CMDAccessor *md_accessor,
										IMDId *mdid_index)
{
	OID index_oid = CMDIdGPDB::CastMdid(mdid_index)->Oid();
	GPOS_ASSERT(0 != index_oid);
	gpdb::RelationWrapper index_rel = gpdb::GetRelation(index_oid);

	if (!index_rel)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDCacheEntryNotFound,
				   mdid_index->GetBuffer());
	}

	const IMDRelation *md_rel = nullptr;
	Form_pg_index form_pg_index = nullptr;
	CMDName *mdname = nullptr;
	IMDIndex::EmdindexType index_type = IMDIndex::EmdindSentinel;
	IMDId *mdid_item_type = nullptr;
	bool index_clustered = false;
	bool index_partitioned = false;
	ULongPtrArray *index_key_cols_array = nullptr;
	ULONG *attno_mapping = nullptr;

	if (!IsIndexSupported(index_rel.get()))
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDObjUnsupported,
				   GPOS_WSZ_LIT("Index type"));
	}

	form_pg_index = index_rel->rd_index;
	GPOS_ASSERT(nullptr != form_pg_index);
	index_clustered = form_pg_index->indisclustered;

	OID rel_oid = form_pg_index->indrelid;

	CMDIdGPDB *mdid_rel = GPOS_NEW(mp) CMDIdGPDB(rel_oid);

	md_rel = md_accessor->RetrieveRel(mdid_rel);
	mdid_item_type = GPOS_NEW(mp) CMDIdGPDB(GPDB_ANY);
	switch (index_rel->rd_rel->relam)
	{
		case BTREE_AM_OID:
			index_type = IMDIndex::EmdindBtree;
			break;
		case BITMAP_AM_OID:
			index_type = IMDIndex::EmdindBitmap;
			break;
		case BRIN_AM_OID:
			index_type = IMDIndex::EmdindBrin;
			break;
		case GIN_AM_OID:
			index_type = IMDIndex::EmdindGin;
			break;
		case GIST_AM_OID:
			index_type = IMDIndex::EmdindGist;
			break;
		default:
			GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDObjUnsupported,
					   GPOS_WSZ_LIT("Index access method"));
	}

	// get the index name
	CHAR *index_name = NameStr(index_rel->rd_rel->relname);
	CWStringDynamic *str_name =
		CDXLUtils::CreateDynamicStringFromCharArray(mp, index_name);
	mdname = GPOS_NEW(mp) CMDName(mp, str_name);
	GPOS_DELETE(str_name);

	Oid table_oid = CMDIdGPDB::CastMdid(md_rel->MDId())->Oid();
	ULONG size = GPDXL_SYSTEM_COLUMNS +
				 (ULONG) gpdb::GetRelation(table_oid)->rd_att->natts + 1;

	attno_mapping = PopulateAttnoPositionMap(mp, md_rel, size);

	// extract the position of the key columns
	index_key_cols_array = GPOS_NEW(mp) ULongPtrArray(mp);

	for (int i = 0; i < form_pg_index->indnatts; i++)
	{
		INT attno = form_pg_index->indkey.values[i];
		GPOS_ASSERT(0 != attno && "Index expressions not supported");

		index_key_cols_array->Append(
			GPOS_NEW(mp) ULONG(GetAttributePosition(attno, attno_mapping)));
	}
	mdid_rel->Release();

	ULongPtrArray *included_cols = ComputeIncludedCols(mp, md_rel);
	mdid_index->AddRef();
	IMdIdArray *op_families_mdids = RetrieveIndexOpFamilies(mp, mdid_index);

	// get child indexes
	IMdIdArray *child_index_oids = nullptr;
	if (gpdb::IndexIsPartitioned(index_oid))
	{
		index_partitioned = true;
		child_index_oids = RetrieveIndexPartitions(mp, index_oid);
	}
	else
	{
		child_index_oids = GPOS_NEW(mp) IMdIdArray(mp);
	}

	CMDIndexGPDB *index = GPOS_NEW(mp) CMDIndexGPDB(
		mp, mdid_index, mdname, index_clustered, index_partitioned, index_type,
		mdid_item_type, index_key_cols_array, included_cols, op_families_mdids,
		nullptr,  // mdpart_constraint
		child_index_oids);

	GPOS_DELETE_ARRAY(attno_mapping);
	return index;
}

#if 0
//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::LevelHasDefaultPartition
//
//	@doc:
//		Check whether the default partition at level one is included
//
//---------------------------------------------------------------------------
BOOL
CTranslatorRelcacheToDXL::LevelHasDefaultPartition
	(
	List *default_levels,
	ULONG level
	)
{
	if (NIL == default_levels)
	{
		return false;
	}
	
	ListCell *lc = NULL;
	ForEach (lc, default_levels)
	{
		ULONG default_level = (ULONG) lfirst_int(lc);
		if (level == default_level)
		{
			return true;
		}
	}
	
	return false;
}
#endif

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::ComputeIncludedCols
//
//	@doc:
//		Compute the included columns in an index
//
//---------------------------------------------------------------------------
ULongPtrArray *
CTranslatorRelcacheToDXL::ComputeIncludedCols(CMemoryPool *mp,
											  const IMDRelation *md_rel)
{
	// TODO: 3/19/2012; currently we assume that all the columns
	// in the table are available from the index.

	ULongPtrArray *included_cols = GPOS_NEW(mp) ULongPtrArray(mp);
	const ULONG num_included_cols = md_rel->ColumnCount();
	for (ULONG ul = 0; ul < num_included_cols; ul++)
	{
		if (!md_rel->GetMdCol(ul)->IsDropped())
		{
			included_cols->Append(GPOS_NEW(mp) ULONG(ul));
		}
	}

	return included_cols;
}


//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::GetAttributePosition
//
//	@doc:
//		Return the position of a given attribute
//
//---------------------------------------------------------------------------
ULONG
CTranslatorRelcacheToDXL::GetAttributePosition(
	INT attno, const ULONG *GetAttributePosition)
{
	ULONG idx = (ULONG)(GPDXL_SYSTEM_COLUMNS + attno);
	ULONG pos = GetAttributePosition[idx];
	GPOS_ASSERT(gpos::ulong_max != pos);

	return pos;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::PopulateAttnoPositionMap
//
//	@doc:
//		Populate the attribute to position mapping
//
//---------------------------------------------------------------------------
ULONG *
CTranslatorRelcacheToDXL::PopulateAttnoPositionMap(CMemoryPool *mp,
												   const IMDRelation *md_rel,
												   ULONG size)
{
	GPOS_ASSERT(nullptr != md_rel);
	const ULONG num_included_cols = md_rel->ColumnCount();

	GPOS_ASSERT(num_included_cols <= size);
	ULONG *attno_mapping = GPOS_NEW_ARRAY(mp, ULONG, size);

	for (ULONG ul = 0; ul < size; ul++)
	{
		attno_mapping[ul] = gpos::ulong_max;
	}

	for (ULONG ul = 0; ul < num_included_cols; ul++)
	{
		const IMDColumn *md_col = md_rel->GetMdCol(ul);

		INT attno = md_col->AttrNum();

		ULONG idx = (ULONG)(GPDXL_SYSTEM_COLUMNS + attno);
		GPOS_ASSERT(size > idx);
		attno_mapping[idx] = ul;
	}

	return attno_mapping;
}


//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveType
//
//	@doc:
//		Retrieve a type from the relcache given its metadata id.
//
//---------------------------------------------------------------------------
IMDType *
CTranslatorRelcacheToDXL::RetrieveType(CMemoryPool *mp, IMDId *mdid)
{
	OID oid_type = CMDIdGPDB::CastMdid(mdid)->Oid();
	GPOS_ASSERT(InvalidOid != oid_type);

	// check for supported base types
	switch (oid_type)
	{
		case GPDB_INT2_OID:
			return GPOS_NEW(mp) CMDTypeInt2GPDB(mp);

		case GPDB_INT4_OID:
			return GPOS_NEW(mp) CMDTypeInt4GPDB(mp);

		case GPDB_INT8_OID:
			return GPOS_NEW(mp) CMDTypeInt8GPDB(mp);

		case GPDB_BOOL:
			return GPOS_NEW(mp) CMDTypeBoolGPDB(mp);

		case GPDB_OID_OID:
			return GPOS_NEW(mp) CMDTypeOidGPDB(mp);
	}

	// continue to construct a generic type
	INT iFlags = TYPECACHE_EQ_OPR | TYPECACHE_LT_OPR | TYPECACHE_GT_OPR |
				 TYPECACHE_CMP_PROC | TYPECACHE_EQ_OPR_FINFO |
				 TYPECACHE_CMP_PROC_FINFO | TYPECACHE_TUPDESC;

	TypeCacheEntry *ptce = gpdb::LookupTypeCache(oid_type, iFlags);

	// get type name
	CMDName *mdname = GetTypeName(mp, mdid);

	BOOL is_fixed_length = false;
	ULONG length = 0;

	if (0 < ptce->typlen)
	{
		is_fixed_length = true;
		length = ptce->typlen;
	}

	BOOL is_passed_by_value = ptce->typbyval;

	// collect ids of different comparison operators for types
	CMDIdGPDB *mdid_op_eq = GPOS_NEW(mp) CMDIdGPDB(ptce->eq_opr);
	CMDIdGPDB *mdid_op_neq =
		GPOS_NEW(mp) CMDIdGPDB(gpdb::GetInverseOp(ptce->eq_opr));
	CMDIdGPDB *mdid_op_lt = GPOS_NEW(mp) CMDIdGPDB(ptce->lt_opr);
	CMDIdGPDB *mdid_op_leq =
		GPOS_NEW(mp) CMDIdGPDB(gpdb::GetInverseOp(ptce->gt_opr));
	CMDIdGPDB *mdid_op_gt = GPOS_NEW(mp) CMDIdGPDB(ptce->gt_opr);
	CMDIdGPDB *mdid_op_geq =
		GPOS_NEW(mp) CMDIdGPDB(gpdb::GetInverseOp(ptce->lt_opr));
	CMDIdGPDB *mdid_op_cmp = GPOS_NEW(mp) CMDIdGPDB(ptce->cmp_proc);
	BOOL is_hashable = gpdb::IsOpHashJoinable(ptce->eq_opr, oid_type);
	BOOL is_merge_joinable = gpdb::IsOpMergeJoinable(ptce->eq_opr, oid_type);
	BOOL is_composite_type = gpdb::IsCompositeType(oid_type);
	BOOL is_text_related_type = gpdb::IsTextRelatedType(oid_type);

	// get standard aggregates
	CMDIdGPDB *mdid_min =
		GPOS_NEW(mp) CMDIdGPDB(gpdb::GetAggregate("min", oid_type));
	CMDIdGPDB *mdid_max =
		GPOS_NEW(mp) CMDIdGPDB(gpdb::GetAggregate("max", oid_type));
	CMDIdGPDB *mdid_avg =
		GPOS_NEW(mp) CMDIdGPDB(gpdb::GetAggregate("avg", oid_type));
	CMDIdGPDB *mdid_sum =
		GPOS_NEW(mp) CMDIdGPDB(gpdb::GetAggregate("sum", oid_type));

	// count aggregate is the same for all types
	CMDIdGPDB *mdid_count = GPOS_NEW(mp) CMDIdGPDB(COUNT_ANY_OID);

	// check if type is composite
	CMDIdGPDB *mdid_type_relid = nullptr;
	if (is_composite_type)
	{
		mdid_type_relid = GPOS_NEW(mp) CMDIdGPDB(gpdb::GetTypeRelid(oid_type));
	}

	// get array type mdid
	CMDIdGPDB *mdid_type_array =
		GPOS_NEW(mp) CMDIdGPDB(gpdb::GetArrayType(oid_type));

	OID distr_opfamily = gpdb::GetDefaultDistributionOpfamilyForType(oid_type);

	BOOL is_redistributable = false;
	CMDIdGPDB *mdid_distr_opfamily = nullptr;
	if (distr_opfamily != InvalidOid)
	{
		mdid_distr_opfamily = GPOS_NEW(mp) CMDIdGPDB(distr_opfamily);
		is_redistributable = true;
	}

	CMDIdGPDB *mdid_legacy_distr_opfamily = nullptr;
	OID legacy_opclass = gpdb::GetLegacyCdbHashOpclassForBaseType(oid_type);
	if (legacy_opclass != InvalidOid)
	{
		OID legacy_opfamily = gpdb::GetOpclassFamily(legacy_opclass);
		mdid_legacy_distr_opfamily = GPOS_NEW(mp) CMDIdGPDB(legacy_opfamily);
	}

	mdid->AddRef();
	return GPOS_NEW(mp) CMDTypeGenericGPDB(
		mp, mdid, mdname, is_redistributable, is_fixed_length, length,
		is_passed_by_value, mdid_distr_opfamily, mdid_legacy_distr_opfamily,
		mdid_op_eq, mdid_op_neq, mdid_op_lt, mdid_op_leq, mdid_op_gt,
		mdid_op_geq, mdid_op_cmp, mdid_min, mdid_max, mdid_avg, mdid_sum,
		mdid_count, is_hashable, is_merge_joinable, is_composite_type,
		is_text_related_type, mdid_type_relid, mdid_type_array, ptce->typlen);
}


//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveScOp
//
//	@doc:
//		Retrieve a scalar operator from the relcache given its metadata id.
//
//---------------------------------------------------------------------------
CMDScalarOpGPDB *
CTranslatorRelcacheToDXL::RetrieveScOp(CMemoryPool *mp, IMDId *mdid)
{
	OID op_oid = CMDIdGPDB::CastMdid(mdid)->Oid();

	GPOS_ASSERT(InvalidOid != op_oid);

	// get operator name
	CHAR *name = gpdb::GetOpName(op_oid);

	if (nullptr == name)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDCacheEntryNotFound,
				   mdid->GetBuffer());
	}

	CMDName *mdname = CDXLUtils::CreateMDNameFromCharArray(mp, name);

	OID left_oid = InvalidOid;
	OID right_oid = InvalidOid;

	// get operator argument types
	gpdb::GetOpInputTypes(op_oid, &left_oid, &right_oid);

	CMDIdGPDB *mdid_type_left = nullptr;
	CMDIdGPDB *mdid_type_right = nullptr;

	if (InvalidOid != left_oid)
	{
		mdid_type_left = GPOS_NEW(mp) CMDIdGPDB(left_oid);
	}

	if (InvalidOid != right_oid)
	{
		mdid_type_right = GPOS_NEW(mp) CMDIdGPDB(right_oid);
	}

	// get comparison type
	CmpType cmpt = (CmpType) gpdb::GetComparisonType(op_oid);
	IMDType::ECmpType cmp_type = ParseCmpType(cmpt);

	// get func oid
	OID func_oid = gpdb::GetOpFunc(op_oid);
	GPOS_ASSERT(InvalidOid != func_oid);

	CMDIdGPDB *mdid_func = GPOS_NEW(mp) CMDIdGPDB(func_oid);

	// get result type
	OID result_oid = gpdb::GetFuncRetType(func_oid);

	GPOS_ASSERT(InvalidOid != result_oid);

	CMDIdGPDB *result_type_mdid = GPOS_NEW(mp) CMDIdGPDB(result_oid);

	// get commutator and inverse
	CMDIdGPDB *mdid_commute_opr = nullptr;

	OID commute_oid = gpdb::GetCommutatorOp(op_oid);

	if (InvalidOid != commute_oid)
	{
		mdid_commute_opr = GPOS_NEW(mp) CMDIdGPDB(commute_oid);
	}

	CMDIdGPDB *m_mdid_inverse_opr = nullptr;

	OID inverse_oid = gpdb::GetInverseOp(op_oid);

	if (InvalidOid != inverse_oid)
	{
		m_mdid_inverse_opr = GPOS_NEW(mp) CMDIdGPDB(inverse_oid);
	}

	BOOL returns_null_on_null_input = gpdb::IsOpStrict(op_oid);
	BOOL is_ndv_preserving = gpdb::IsOpNDVPreserving(op_oid);

	CMDIdGPDB *mdid_hash_opfamily = nullptr;
	OID distr_opfamily = gpdb::GetCompatibleHashOpFamily(op_oid);
	if (InvalidOid != distr_opfamily)
	{
		mdid_hash_opfamily = GPOS_NEW(mp) CMDIdGPDB(distr_opfamily);
	}

	CMDIdGPDB *mdid_legacy_hash_opfamily = nullptr;
	OID legacy_distr_opfamily = gpdb::GetCompatibleLegacyHashOpFamily(op_oid);
	if (InvalidOid != legacy_distr_opfamily)
	{
		mdid_legacy_hash_opfamily =
			GPOS_NEW(mp) CMDIdGPDB(legacy_distr_opfamily);
	}

	mdid->AddRef();
	CMDScalarOpGPDB *md_scalar_op = GPOS_NEW(mp) CMDScalarOpGPDB(
		mp, mdid, mdname, mdid_type_left, mdid_type_right, result_type_mdid,
		mdid_func, mdid_commute_opr, m_mdid_inverse_opr, cmp_type,
		returns_null_on_null_input, RetrieveScOpOpFamilies(mp, mdid),
		mdid_hash_opfamily, mdid_legacy_hash_opfamily, is_ndv_preserving);
	return md_scalar_op;
}


//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::LookupFuncProps
//
//	@doc:
//		Lookup function properties
//
//---------------------------------------------------------------------------
void
CTranslatorRelcacheToDXL::LookupFuncProps(
	OID func_oid,
	IMDFunction::EFuncStbl *stability,	// output: function stability
	IMDFunction::EFuncDataAcc *access,	// output: function datya access
	BOOL *is_strict,					// output: is function strict?
	BOOL *is_ndv_preserving,			// output: preserves NDVs of inputs
	BOOL *returns_set,					// output: does function return set?
	BOOL *
		is_allowed_for_PS  // output: is this a lossy (non-implicit) cast which is allowed for Partition selection
)
{
	GPOS_ASSERT(nullptr != stability);
	GPOS_ASSERT(nullptr != access);
	GPOS_ASSERT(nullptr != is_strict);
	GPOS_ASSERT(nullptr != is_ndv_preserving);
	GPOS_ASSERT(nullptr != returns_set);

	*stability = GetFuncStability(gpdb::FuncStability(func_oid));
	*access = GetEFuncDataAccess(gpdb::FuncDataAccess(func_oid));

	if (gpdb::FuncExecLocation(func_oid) != PROEXECLOCATION_ANY)
	{
		GPOS_RAISE(gpdxl::ExmaDXL, gpdxl::ExmiQuery2DXLUnsupportedFeature,
				   GPOS_WSZ_LIT("unsupported exec location"));
	}

	*returns_set = gpdb::GetFuncRetset(func_oid);
	*is_strict = gpdb::FuncStrict(func_oid);
	*is_ndv_preserving = gpdb::IsFuncNDVPreserving(func_oid);
	*is_allowed_for_PS = gpdb::IsFuncAllowedForPartitionSelection(func_oid);
}


//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveFunc
//
//	@doc:
//		Retrieve a function from the relcache given its metadata id.
//
//---------------------------------------------------------------------------
CMDFunctionGPDB *
CTranslatorRelcacheToDXL::RetrieveFunc(CMemoryPool *mp, IMDId *mdid)
{
	OID func_oid = CMDIdGPDB::CastMdid(mdid)->Oid();

	GPOS_ASSERT(InvalidOid != func_oid);

	// get func name
	CHAR *name = gpdb::GetFuncName(func_oid);

	if (nullptr == name)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDCacheEntryNotFound,
				   mdid->GetBuffer());
	}

	CWStringDynamic *func_name_str =
		CDXLUtils::CreateDynamicStringFromCharArray(mp, name);
	CMDName *mdname = GPOS_NEW(mp) CMDName(mp, func_name_str);

	// CMDName ctor created a copy of the string
	GPOS_DELETE(func_name_str);

	// get result type
	OID result_oid = gpdb::GetFuncRetType(func_oid);

	GPOS_ASSERT(InvalidOid != result_oid);

	CMDIdGPDB *result_type_mdid = GPOS_NEW(mp) CMDIdGPDB(result_oid);

	// get output argument types if any
	List *out_arg_types_list = gpdb::GetFuncOutputArgTypes(func_oid);

	IMdIdArray *arg_type_mdids = nullptr;
	if (nullptr != out_arg_types_list)
	{
		ListCell *lc = nullptr;
		arg_type_mdids = GPOS_NEW(mp) IMdIdArray(mp);

		ForEach(lc, out_arg_types_list)
		{
			OID oidArgType = lfirst_oid(lc);
			GPOS_ASSERT(InvalidOid != oidArgType);
			CMDIdGPDB *pmdidArgType = GPOS_NEW(mp) CMDIdGPDB(oidArgType);
			arg_type_mdids->Append(pmdidArgType);
		}

		gpdb::GPDBFree(out_arg_types_list);
	}

	IMDFunction::EFuncStbl stability = IMDFunction::EfsImmutable;
	IMDFunction::EFuncDataAcc access = IMDFunction::EfdaNoSQL;
	BOOL is_strict = true;
	BOOL returns_set = true;
	BOOL is_ndv_preserving = true;
	BOOL is_allowed_for_PS = false;
	LookupFuncProps(func_oid, &stability, &access, &is_strict,
					&is_ndv_preserving, &returns_set, &is_allowed_for_PS);

	mdid->AddRef();
	CMDFunctionGPDB *md_func = GPOS_NEW(mp) CMDFunctionGPDB(
		mp, mdid, mdname, result_type_mdid, arg_type_mdids, returns_set,
		stability, access, is_strict, is_ndv_preserving, is_allowed_for_PS);

	return md_func;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveAgg
//
//	@doc:
//		Retrieve an aggregate from the relcache given its metadata id.
//
//---------------------------------------------------------------------------
CMDAggregateGPDB *
CTranslatorRelcacheToDXL::RetrieveAgg(CMemoryPool *mp, IMDId *mdid)
{
	OID agg_oid = CMDIdGPDB::CastMdid(mdid)->Oid();

	GPOS_ASSERT(InvalidOid != agg_oid);

	// get agg name
	CHAR *name = gpdb::GetFuncName(agg_oid);

	if (nullptr == name)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDCacheEntryNotFound,
				   mdid->GetBuffer());
	}

	CWStringDynamic *agg_name_str =
		CDXLUtils::CreateDynamicStringFromCharArray(mp, name);
	CMDName *mdname = GPOS_NEW(mp) CMDName(mp, agg_name_str);

	// CMDName ctor created a copy of the string
	GPOS_DELETE(agg_name_str);

	// get result type
	OID result_oid = gpdb::GetFuncRetType(agg_oid);

	GPOS_ASSERT(InvalidOid != result_oid);

	CMDIdGPDB *result_type_mdid = GPOS_NEW(mp) CMDIdGPDB(result_oid);
	IMDId *intermediate_result_type_mdid =
		RetrieveAggIntermediateResultType(mp, mdid);

	mdid->AddRef();

	BOOL is_ordered = gpdb::IsOrderedAgg(agg_oid);

	// GPDB does not support splitting of ordered aggs and aggs without a
	// combine function
	BOOL is_splittable = !is_ordered && gpdb::IsAggPartialCapable(agg_oid);

	// cannot use hash agg for ordered aggs or aggs without a combine func
	// due to the fact that hashAgg may spill
	BOOL is_hash_agg_capable =
		!is_ordered && gpdb::IsAggPartialCapable(agg_oid);

	CMDAggregateGPDB *pmdagg = GPOS_NEW(mp) CMDAggregateGPDB(
		mp, mdid, mdname, result_type_mdid, intermediate_result_type_mdid,
		is_ordered, is_splittable, is_hash_agg_capable);
	return pmdagg;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveCheckConstraints
//
//	@doc:
//		Retrieve a check constraint from the relcache given its metadata id.
//
//---------------------------------------------------------------------------
CMDCheckConstraintGPDB *
CTranslatorRelcacheToDXL::RetrieveCheckConstraints(CMemoryPool *mp,
												   CMDAccessor *md_accessor,
												   IMDId *mdid)
{
	OID check_constraint_oid = CMDIdGPDB::CastMdid(mdid)->Oid();
	GPOS_ASSERT(InvalidOid != check_constraint_oid);

	// get name of the check constraint
	CHAR *name = gpdb::GetCheckConstraintName(check_constraint_oid);
	if (nullptr == name)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDCacheEntryNotFound,
				   mdid->GetBuffer());
	}
	CWStringDynamic *check_constr_name =
		CDXLUtils::CreateDynamicStringFromCharArray(mp, name);
	CMDName *mdname = GPOS_NEW(mp) CMDName(mp, check_constr_name);
	GPOS_DELETE(check_constr_name);

	// get relation oid associated with the check constraint
	OID rel_oid = gpdb::GetCheckConstraintRelid(check_constraint_oid);
	GPOS_ASSERT(InvalidOid != rel_oid);
	CMDIdGPDB *mdid_rel = GPOS_NEW(mp) CMDIdGPDB(rel_oid);

	// translate the check constraint expression
	Node *node = gpdb::PnodeCheckConstraint(check_constraint_oid);
	GPOS_ASSERT(nullptr != node);

	// generate a mock mapping between var to column information
	CMappingVarColId *var_colid_mapping = GPOS_NEW(mp) CMappingVarColId(mp);
	CDXLColDescrArray *dxl_col_descr_array = GPOS_NEW(mp) CDXLColDescrArray(mp);
	const IMDRelation *md_rel = md_accessor->RetrieveRel(mdid_rel);
	const ULONG length = md_rel->ColumnCount();
	for (ULONG ul = 0; ul < length; ul++)
	{
		const IMDColumn *md_col = md_rel->GetMdCol(ul);
		CMDName *md_colname =
			GPOS_NEW(mp) CMDName(mp, md_col->Mdname().GetMDName());
		CMDIdGPDB *mdid_col_type = CMDIdGPDB::CastMdid(md_col->MdidType());
		mdid_col_type->AddRef();

		// GPDB_12_MERGE_FIXME: Skip dropped columns similar to RetrievePartConstraintForRel()

		// create a column descriptor for the column
		CDXLColDescr *dxl_col_descr = GPOS_NEW(mp) CDXLColDescr(
			md_colname, ul + 1 /*colid*/, md_col->AttrNum(), mdid_col_type,
			md_col->TypeModifier(), false /* fColDropped */
		);
		dxl_col_descr_array->Append(dxl_col_descr);
	}
	var_colid_mapping->LoadColumns(0 /*query_level */, 1 /* rteIndex */,
								   dxl_col_descr_array);

	// translate the check constraint expression
	CDXLNode *scalar_dxlnode =
		CTranslatorScalarToDXL::TranslateStandaloneExprToDXL(
			mp, md_accessor, var_colid_mapping, (Expr *) node);

	// cleanup
	dxl_col_descr_array->Release();
	GPOS_DELETE(var_colid_mapping);

	mdid->AddRef();

	return GPOS_NEW(mp)
		CMDCheckConstraintGPDB(mp, mdid, mdname, mdid_rel, scalar_dxlnode);
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::GetTypeName
//
//	@doc:
//		Retrieve a type's name from the relcache given its metadata id.
//
//---------------------------------------------------------------------------
CMDName *
CTranslatorRelcacheToDXL::GetTypeName(CMemoryPool *mp, IMDId *mdid)
{
	OID oid_type = CMDIdGPDB::CastMdid(mdid)->Oid();

	GPOS_ASSERT(InvalidOid != oid_type);

	CHAR *typename_str = gpdb::GetTypeName(oid_type);
	GPOS_ASSERT(nullptr != typename_str);

	CWStringDynamic *str_name =
		CDXLUtils::CreateDynamicStringFromCharArray(mp, typename_str);
	CMDName *mdname = GPOS_NEW(mp) CMDName(mp, str_name);

	// cleanup
	GPOS_DELETE(str_name);
	return mdname;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::GetFuncStability
//
//	@doc:
//		Get function stability property from the GPDB character representation
//
//---------------------------------------------------------------------------
CMDFunctionGPDB::EFuncStbl
CTranslatorRelcacheToDXL::GetFuncStability(CHAR c)
{
	CMDFunctionGPDB::EFuncStbl efuncstbl = CMDFunctionGPDB::EfsSentinel;

	switch (c)
	{
		case 's':
			efuncstbl = CMDFunctionGPDB::EfsStable;
			break;
		case 'i':
			efuncstbl = CMDFunctionGPDB::EfsImmutable;
			break;
		case 'v':
			efuncstbl = CMDFunctionGPDB::EfsVolatile;
			break;
		default:
			GPOS_ASSERT(!"Invalid stability property");
	}

	return efuncstbl;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::GetEFuncDataAccess
//
//	@doc:
//		Get function data access property from the GPDB character representation
//
//---------------------------------------------------------------------------
CMDFunctionGPDB::EFuncDataAcc
CTranslatorRelcacheToDXL::GetEFuncDataAccess(CHAR c)
{
	CMDFunctionGPDB::EFuncDataAcc access = CMDFunctionGPDB::EfdaSentinel;

	switch (c)
	{
		case 'n':
			access = CMDFunctionGPDB::EfdaNoSQL;
			break;
		case 'c':
			access = CMDFunctionGPDB::EfdaContainsSQL;
			break;
		case 'r':
			access = CMDFunctionGPDB::EfdaReadsSQLData;
			break;
		case 'm':
			access = CMDFunctionGPDB::EfdaModifiesSQLData;
			break;
		case 's':
			GPOS_RAISE(gpdxl::ExmaDXL, gpdxl::ExmiQuery2DXLUnsupportedFeature,
					   GPOS_WSZ_LIT("unknown data access"));
		default:
			GPOS_ASSERT(!"Invalid data access property");
	}

	return access;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveAggIntermediateResultType
//
//	@doc:
//		Retrieve the type id of an aggregate's intermediate results
//
//---------------------------------------------------------------------------
IMDId *
CTranslatorRelcacheToDXL::RetrieveAggIntermediateResultType(CMemoryPool *mp,
															IMDId *mdid)
{
	OID agg_oid = CMDIdGPDB::CastMdid(mdid)->Oid();
	OID intermediate_type_oid;

	GPOS_ASSERT(InvalidOid != agg_oid);
	intermediate_type_oid = gpdb::GetAggIntermediateResultType(agg_oid);

	/*
	 * If the transition type is 'internal', we will use the
	 * serial/deserial type to convert it to a bytea, for transfer
	 * between the segments. Therefore return 'bytea' as the
	 * intermediate type, so that any Motion nodes in between use the
	 * right datatype.
	 */
	if (intermediate_type_oid == INTERNALOID)
	{
		intermediate_type_oid = BYTEAOID;
	}

	return GPOS_NEW(mp) CMDIdGPDB(intermediate_type_oid);
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveRelStats
//
//	@doc:
//		Retrieve relation statistics from relcache
//
//---------------------------------------------------------------------------
IMDCacheObject *
CTranslatorRelcacheToDXL::RetrieveRelStats(CMemoryPool *mp, IMDId *mdid)
{
	CMDIdRelStats *m_rel_stats_mdid = CMDIdRelStats::CastMdid(mdid);
	IMDId *mdid_rel = m_rel_stats_mdid->GetRelMdId();
	OID rel_oid = CMDIdGPDB::CastMdid(mdid_rel)->Oid();

	gpdb::RelationWrapper rel = gpdb::GetRelation(rel_oid);
	if (!rel)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDCacheEntryNotFound,
				   mdid->GetBuffer());
	}

	double num_rows = 0.0;
	CMDName *mdname = nullptr;

	// get rel name
	CHAR *relname = NameStr(rel->rd_rel->relname);
	CWStringDynamic *relname_str =
		CDXLUtils::CreateDynamicStringFromCharArray(mp, relname);
	mdname = GPOS_NEW(mp) CMDName(mp, relname_str);
	// CMDName ctor created a copy of the string
	GPOS_DELETE(relname_str);

	num_rows = gpdb::CdbEstimatePartitionedNumTuples(rel.get());

	m_rel_stats_mdid->AddRef();

	/*
	 * relation_empty should be set to true only if the total row
	 * count of the partition table is 0.
	 */
	BOOL relation_empty = false;
	if (num_rows == 0.0)
	{
		relation_empty = true;
	}

	ULONG relpages = rel->rd_rel->relpages;
	ULONG relallvisible = rel->rd_rel->relallvisible;

	CDXLRelStats *dxl_rel_stats = GPOS_NEW(mp)
		CDXLRelStats(mp, m_rel_stats_mdid, mdname, CDouble(num_rows),
					 relation_empty, relpages, relallvisible);

	return dxl_rel_stats;
}

// Retrieve column statistics from relcache
// If all statistics are missing, create dummy statistics
// Also, if the statistics are broken, create dummy statistics
// However, if any statistics are present and not broken,
// create column statistics using these statistics
IMDCacheObject *
CTranslatorRelcacheToDXL::RetrieveColStats(CMemoryPool *mp,
										   CMDAccessor *md_accessor,
										   IMDId *mdid)
{
	CMDIdColStats *mdid_col_stats = CMDIdColStats::CastMdid(mdid);
	IMDId *mdid_rel = mdid_col_stats->GetRelMdId();
	ULONG pos = mdid_col_stats->Position();
	OID rel_oid = CMDIdGPDB::CastMdid(mdid_rel)->Oid();

	const IMDRelation *md_rel = md_accessor->RetrieveRel(mdid_rel);
	const IMDColumn *md_col = md_rel->GetMdCol(pos);
	AttrNumber attno = (AttrNumber) md_col->AttrNum();

	// number of rows from pg_class
	double num_rows;

	num_rows =
		gpdb::CdbEstimatePartitionedNumTuples(gpdb::GetRelation(rel_oid).get());

	// extract column name and type
	CMDName *md_colname =
		GPOS_NEW(mp) CMDName(mp, md_col->Mdname().GetMDName());
	OID att_type = CMDIdGPDB::CastMdid(md_col->MdidType())->Oid();

	CDXLBucketArray *dxl_stats_bucket_array = GPOS_NEW(mp) CDXLBucketArray(mp);

	if (0 > attno)
	{
		mdid_col_stats->AddRef();
		return GenerateStatsForSystemCols(mp, rel_oid, mdid_col_stats,
										  md_colname, att_type, attno,
										  dxl_stats_bucket_array, num_rows);
	}

	// extract out histogram and mcv information from pg_statistic
	HeapTuple stats_tup = gpdb::GetAttStats(rel_oid, attno);

	// if there is no colstats
	if (!HeapTupleIsValid(stats_tup))
	{
		dxl_stats_bucket_array->Release();
		mdid_col_stats->AddRef();

		CDouble width = CStatistics::DefaultColumnWidth;

		if (!md_col->IsDropped())
		{
			CMDIdGPDB *mdid_atttype = GPOS_NEW(mp) CMDIdGPDB(att_type);
			IMDType *md_type = RetrieveType(mp, mdid_atttype);
			width = CStatisticsUtils::DefaultColumnWidth(md_type);
			md_type->Release();
			mdid_atttype->Release();
		}

		return CDXLColStats::CreateDXLDummyColStats(mp, mdid_col_stats,
													md_colname, width);
	}

	Form_pg_statistic form_pg_stats = (Form_pg_statistic) GETSTRUCT(stats_tup);

	// null frequency and NDV
	CDouble null_freq(0.0);
	if (CStatistics::Epsilon < form_pg_stats->stanullfrac)
	{
		null_freq = form_pg_stats->stanullfrac;
	}

	// column width
	CDouble width = CDouble(form_pg_stats->stawidth);

	// calculate total number of distinct values
	CDouble num_distinct(1.0);
	if (form_pg_stats->stadistinct < 0)
	{
		GPOS_ASSERT(form_pg_stats->stadistinct > -1.01);
		num_distinct =
			num_rows * (1 - null_freq) * CDouble(-form_pg_stats->stadistinct);
	}
	else
	{
		num_distinct = CDouble(form_pg_stats->stadistinct);
	}
	num_distinct = num_distinct.Ceil();

	BOOL is_dummy_stats = false;
	// most common values and their frequencies extracted from the pg_statistic
	// tuple for a given column
	AttStatsSlot mcv_slot;

	(void) gpdb::GetAttrStatsSlot(&mcv_slot, stats_tup, STATISTIC_KIND_MCV,
								  InvalidOid,
								  ATTSTATSSLOT_VALUES | ATTSTATSSLOT_NUMBERS);
	if (InvalidOid != mcv_slot.valuetype && mcv_slot.valuetype != att_type)
	{
		char msgbuf[NAMEDATALEN * 2 + 100];
		snprintf(
			msgbuf, sizeof(msgbuf),
			"Type mismatch between attribute %ls of table %ls having type %d and statistic having type %d, please ANALYZE the table again",
			md_col->Mdname().GetMDName()->GetBuffer(),
			md_rel->Mdname().GetMDName()->GetBuffer(), att_type,
			mcv_slot.valuetype);
		GpdbEreport(ERRCODE_SUCCESSFUL_COMPLETION, NOTICE, msgbuf, nullptr);

		gpdb::FreeAttrStatsSlot(&mcv_slot);
		is_dummy_stats = true;
	}

	else if (mcv_slot.nvalues != mcv_slot.nnumbers)
	{
		char msgbuf[NAMEDATALEN * 2 + 100];
		snprintf(
			msgbuf, sizeof(msgbuf),
			"The number of most common values and frequencies do not match on column %ls of table %ls.",
			md_col->Mdname().GetMDName()->GetBuffer(),
			md_rel->Mdname().GetMDName()->GetBuffer());
		GpdbEreport(ERRCODE_SUCCESSFUL_COMPLETION, NOTICE, msgbuf, nullptr);

		// if the number of MCVs(nvalues) and number of MCFs(nnumbers) do not match, we discard the MCVs and MCFs
		gpdb::FreeAttrStatsSlot(&mcv_slot);
		is_dummy_stats = true;
	}
	else
	{
		// fix mcv and null frequencies (sometimes they can add up to more than 1.0)
		NormalizeFrequencies(mcv_slot.numbers, (ULONG) mcv_slot.nvalues,
							 &null_freq);

		// total MCV frequency
		CDouble sum_mcv_freq = 0.0;
		for (int i = 0; i < mcv_slot.nvalues; i++)
		{
			sum_mcv_freq = sum_mcv_freq + CDouble(mcv_slot.numbers[i]);
		}
	}

	// histogram values extracted from the pg_statistic tuple for a given column
	AttStatsSlot hist_slot;

	// get histogram datums from pg_statistic entry
	(void) gpdb::GetAttrStatsSlot(&hist_slot, stats_tup,
								  STATISTIC_KIND_HISTOGRAM, InvalidOid,
								  ATTSTATSSLOT_VALUES);

	if (InvalidOid != hist_slot.valuetype && hist_slot.valuetype != att_type)
	{
		char msgbuf[NAMEDATALEN * 2 + 100];
		snprintf(
			msgbuf, sizeof(msgbuf),
			"Type mismatch between attribute %ls of table %ls having type %d and statistic having type %d, please ANALYZE the table again",
			md_col->Mdname().GetMDName()->GetBuffer(),
			md_rel->Mdname().GetMDName()->GetBuffer(), att_type,
			hist_slot.valuetype);
		GpdbEreport(ERRCODE_SUCCESSFUL_COMPLETION, NOTICE, msgbuf, nullptr);

		gpdb::FreeAttrStatsSlot(&hist_slot);
		is_dummy_stats = true;
	}

	if (is_dummy_stats)
	{
		dxl_stats_bucket_array->Release();
		mdid_col_stats->AddRef();

		CDouble col_width = CStatistics::DefaultColumnWidth;
		gpdb::FreeHeapTuple(stats_tup);
		return CDXLColStats::CreateDXLDummyColStats(mp, mdid_col_stats,
													md_colname, col_width);
	}

	CDouble num_ndv_buckets(0.0);
	CDouble num_freq_buckets(0.0);
	CDouble distinct_remaining(0.0);
	CDouble freq_remaining(0.0);

	// transform all the bits and pieces from pg_statistic
	// to a single bucket structure
	CDXLBucketArray *dxl_stats_bucket_array_transformed =
		TransformStatsToDXLBucketArray(
			mp, att_type, num_distinct, null_freq, mcv_slot.values,
			mcv_slot.numbers, ULONG(mcv_slot.nvalues), hist_slot.values,
			ULONG(hist_slot.nvalues));

	GPOS_ASSERT(nullptr != dxl_stats_bucket_array_transformed);

	const ULONG num_buckets = dxl_stats_bucket_array_transformed->Size();
	for (ULONG ul = 0; ul < num_buckets; ul++)
	{
		CDXLBucket *dxl_bucket = (*dxl_stats_bucket_array_transformed)[ul];
		num_ndv_buckets = num_ndv_buckets + dxl_bucket->GetNumDistinct();
		num_freq_buckets = num_freq_buckets + dxl_bucket->GetFrequency();
	}

	CUtils::AddRefAppend(dxl_stats_bucket_array,
						 dxl_stats_bucket_array_transformed);
	dxl_stats_bucket_array_transformed->Release();

	// there will be remaining tuples if the merged histogram and the NULLS do not cover
	// the total number of distinct values
	if ((1 - CStatistics::Epsilon > num_freq_buckets + null_freq) &&
		(0 < num_distinct - num_ndv_buckets))
	{
		distinct_remaining =
			std::max(CDouble(0.0), (num_distinct - num_ndv_buckets));
		freq_remaining =
			std::max(CDouble(0.0), (1 - num_freq_buckets - null_freq));
	}

	// free up allocated datum and float4 arrays
	gpdb::FreeAttrStatsSlot(&mcv_slot);
	gpdb::FreeAttrStatsSlot(&hist_slot);

	gpdb::FreeHeapTuple(stats_tup);

	// create col stats object
	mdid_col_stats->AddRef();
	CDXLColStats *dxl_col_stats = GPOS_NEW(mp) CDXLColStats(
		mp, mdid_col_stats, md_colname, width, null_freq, distinct_remaining,
		freq_remaining, dxl_stats_bucket_array, false /* is_col_stats_missing */
	);

	return dxl_col_stats;
}


//---------------------------------------------------------------------------
//      @function:
//              CTranslatorRelcacheToDXL::GenerateStatsForSystemCols
//
//      @doc:
//              Generate statistics for the system level columns
//
//---------------------------------------------------------------------------
CDXLColStats *
CTranslatorRelcacheToDXL::GenerateStatsForSystemCols(
	CMemoryPool *mp, OID rel_oid, CMDIdColStats *mdid_col_stats,
	CMDName *md_colname, OID att_type, AttrNumber attno,
	CDXLBucketArray *dxl_stats_bucket_array, CDouble num_rows)
{
	GPOS_ASSERT(nullptr != mdid_col_stats);
	GPOS_ASSERT(nullptr != md_colname);
	GPOS_ASSERT(InvalidOid != att_type);
	GPOS_ASSERT(0 > attno);
	GPOS_ASSERT(nullptr != dxl_stats_bucket_array);

	CMDIdGPDB *mdid_atttype = GPOS_NEW(mp) CMDIdGPDB(att_type);
	IMDType *md_type = RetrieveType(mp, mdid_atttype);
	GPOS_ASSERT(md_type->IsFixedLength());

	BOOL is_col_stats_missing = true;
	CDouble null_freq(0.0);
	CDouble width(md_type->Length());
	CDouble distinct_remaining(0.0);
	CDouble freq_remaining(0.0);

	if (CStatistics::MinRows <= num_rows)
	{
		switch (attno)
		{
			case GpSegmentIdAttributeNumber:  // gp_segment_id
			{
				is_col_stats_missing = false;
				freq_remaining = CDouble(1.0);
				distinct_remaining = CDouble(gpdb::GetGPSegmentCount());
				break;
			}
			case TableOidAttributeNumber:  // tableoid
			{
				is_col_stats_missing = false;
				freq_remaining = CDouble(1.0);
				distinct_remaining =
					CDouble(RetrieveNumChildPartitions(rel_oid));
				break;
			}
			case SelfItemPointerAttributeNumber:  // ctid
			{
				is_col_stats_missing = false;
				freq_remaining = CDouble(1.0);
				distinct_remaining = num_rows;
				break;
			}
			default:
				break;
		}
	}

	// cleanup
	mdid_atttype->Release();
	md_type->Release();

	return GPOS_NEW(mp) CDXLColStats(
		mp, mdid_col_stats, md_colname, width, null_freq, distinct_remaining,
		freq_remaining, dxl_stats_bucket_array, is_col_stats_missing);
}


//---------------------------------------------------------------------------
//     @function:
//     CTranslatorRelcacheToDXL::RetrieveNumChildPartitions
//
//  @doc:
//      For non-leaf partition tables return the number of child partitions
//      else return 1
//
//---------------------------------------------------------------------------
ULONG
CTranslatorRelcacheToDXL::RetrieveNumChildPartitions(OID rel_oid)
{
	GPOS_ASSERT(InvalidOid != rel_oid);

	ULONG num_part_tables = gpos::ulong_max;
	if (!gpdb::RelIsPartitioned(rel_oid))
	{
		// not a partitioned table
		num_part_tables = 1;
	}
#if 0
       else if (gpdb::IsLeafPartition(rel_oid))
       {
           // leaf partition
           num_part_tables = 1;
       }
       else
       {
           num_part_tables = gpdb::CountLeafPartTables(rel_oid);
       }
       GPOS_ASSERT(gpos::ulong_max != num_part_tables);
#endif

	return num_part_tables;
}


//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveCast
//
//	@doc:
//		Retrieve a cast function from relcache
//
//---------------------------------------------------------------------------
IMDCacheObject *
CTranslatorRelcacheToDXL::RetrieveCast(CMemoryPool *mp, IMDId *mdid)
{
	CMDIdCast *mdid_cast = CMDIdCast::CastMdid(mdid);
	IMDId *mdid_src = mdid_cast->MdidSrc();
	IMDId *mdid_dest = mdid_cast->MdidDest();

	OID src_oid = CMDIdGPDB::CastMdid(mdid_src)->Oid();
	OID dest_oid = CMDIdGPDB::CastMdid(mdid_dest)->Oid();
	CoercionPathType pathtype;

	OID cast_fn_oid = 0;
	BOOL is_binary_coercible = false;

	BOOL cast_exists = gpdb::GetCastFunc(
		src_oid, dest_oid, &is_binary_coercible, &cast_fn_oid, &pathtype);

	if (!cast_exists)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDCacheEntryNotFound,
				   mdid->GetBuffer());
	}

	CHAR *func_name = nullptr;
	if (InvalidOid != cast_fn_oid)
	{
		func_name = gpdb::GetFuncName(cast_fn_oid);
	}
	else
	{
		// no explicit cast function: use the destination type name as the cast name
		func_name = gpdb::GetTypeName(dest_oid);
	}

	if (nullptr == func_name)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDCacheEntryNotFound,
				   mdid->GetBuffer());
	}

	mdid->AddRef();
	mdid_src->AddRef();
	mdid_dest->AddRef();

	CMDName *mdname = CDXLUtils::CreateMDNameFromCharArray(mp, func_name);

	switch (pathtype)
	{
		case COERCION_PATH_ARRAYCOERCE:
		{
			return GPOS_NEW(mp) CMDArrayCoerceCastGPDB(
				mp, mdid, mdname, mdid_src, mdid_dest, is_binary_coercible,
				GPOS_NEW(mp) CMDIdGPDB(cast_fn_oid), IMDCast::EmdtArrayCoerce,
				default_type_modifier, false, EdxlcfImplicitCast, -1);
		}
		break;
		case COERCION_PATH_FUNC:
			return GPOS_NEW(mp) CMDCastGPDB(
				mp, mdid, mdname, mdid_src, mdid_dest, is_binary_coercible,
				GPOS_NEW(mp) CMDIdGPDB(cast_fn_oid), IMDCast::EmdtFunc);
			break;
		case COERCION_PATH_RELABELTYPE:
			// binary-compatible cast, no function
			GPOS_ASSERT(cast_fn_oid == 0);
			return GPOS_NEW(mp)
				CMDCastGPDB(mp, mdid, mdname, mdid_src, mdid_dest,
							true /*is_binary_coercible*/,
							GPOS_NEW(mp) CMDIdGPDB(cast_fn_oid));
			break;
		case COERCION_PATH_COERCEVIAIO:
			// uses IO functions from types, no function in the cast
			GPOS_ASSERT(cast_fn_oid == 0);
			return GPOS_NEW(mp) CMDCastGPDB(
				mp, mdid, mdname, mdid_src, mdid_dest, is_binary_coercible,
				GPOS_NEW(mp) CMDIdGPDB(cast_fn_oid), IMDCast::EmdtCoerceViaIO);
		default:
			break;
	}

	// fall back for none path types
	return GPOS_NEW(mp)
		CMDCastGPDB(mp, mdid, mdname, mdid_src, mdid_dest, is_binary_coercible,
					GPOS_NEW(mp) CMDIdGPDB(cast_fn_oid));
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveScCmp
//
//	@doc:
//		Retrieve a scalar comparison from relcache
//
//---------------------------------------------------------------------------
IMDCacheObject *
CTranslatorRelcacheToDXL::RetrieveScCmp(CMemoryPool *mp, IMDId *mdid)
{
	CMDIdScCmp *mdid_scalar_cmp = CMDIdScCmp::CastMdid(mdid);
	IMDId *mdid_left = mdid_scalar_cmp->GetLeftMdid();
	IMDId *mdid_right = mdid_scalar_cmp->GetRightMdid();

	IMDType::ECmpType cmp_type = mdid_scalar_cmp->ParseCmpType();

	OID left_oid = CMDIdGPDB::CastMdid(mdid_left)->Oid();
	OID right_oid = CMDIdGPDB::CastMdid(mdid_right)->Oid();
	CmpType cmpt = (CmpType) GetComparisonType(cmp_type);

	OID scalar_cmp_oid = gpdb::GetComparisonOperator(left_oid, right_oid, cmpt);

	if (InvalidOid == scalar_cmp_oid)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDCacheEntryNotFound,
				   mdid->GetBuffer());
	}

	CHAR *name = gpdb::GetOpName(scalar_cmp_oid);

	if (nullptr == name)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDCacheEntryNotFound,
				   mdid->GetBuffer());
	}

	mdid->AddRef();
	mdid_left->AddRef();
	mdid_right->AddRef();

	CMDName *mdname = CDXLUtils::CreateMDNameFromCharArray(mp, name);

	return GPOS_NEW(mp)
		CMDScCmpGPDB(mp, mdid, mdname, mdid_left, mdid_right, cmp_type,
					 GPOS_NEW(mp) CMDIdGPDB(scalar_cmp_oid));
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::TransformStatsToDXLBucketArray
//
//	@doc:
//		transform stats from pg_stats form to optimizer's preferred form
//
//---------------------------------------------------------------------------
CDXLBucketArray *
CTranslatorRelcacheToDXL::TransformStatsToDXLBucketArray(
	CMemoryPool *mp, OID att_type, CDouble num_distinct, CDouble null_freq,
	const Datum *mcv_values, const float4 *mcv_frequencies,
	ULONG num_mcv_values, const Datum *hist_values, ULONG num_hist_values)
{
	CMDIdGPDB *mdid_atttype = GPOS_NEW(mp) CMDIdGPDB(att_type);
	IMDType *md_type = RetrieveType(mp, mdid_atttype);

	// translate MCVs to Orca histogram. Create an empty histogram if there are no MCVs.
	CHistogram *gpdb_mcv_hist = TransformMcvToOrcaHistogram(
		mp, md_type, mcv_values, mcv_frequencies, num_mcv_values);

	GPOS_ASSERT(gpdb_mcv_hist->IsValid());

	CDouble mcv_freq = gpdb_mcv_hist->GetFrequency();
	BOOL has_mcv = 0 < num_mcv_values && CStatistics::Epsilon < mcv_freq;

	CDouble hist_freq = 0.0;
	if (1 < num_hist_values)
	{
		hist_freq = CDouble(1.0) - null_freq - mcv_freq;
	}

	BOOL is_text_type = mdid_atttype->Equals(&CMDIdGPDB::m_mdid_varchar) ||
						mdid_atttype->Equals(&CMDIdGPDB::m_mdid_bpchar) ||
						mdid_atttype->Equals(&CMDIdGPDB::m_mdid_text);
	BOOL has_hist = !is_text_type && 1 < num_hist_values &&
					CStatistics::Epsilon < hist_freq;

	CHistogram *histogram = nullptr;

	// if histogram has any significant information, then extract it
	if (has_hist)
	{
		// histogram from gpdb histogram
		histogram = TransformHistToOrcaHistogram(
			mp, md_type, hist_values, num_hist_values, num_distinct, hist_freq);
		if (0 == histogram->GetNumBuckets())
		{
			has_hist = false;
		}
	}

	CDXLBucketArray *dxl_stats_bucket_array = nullptr;

	if (has_hist && !has_mcv)
	{
		// if histogram exists and dominates, use histogram only
		dxl_stats_bucket_array =
			TransformHistogramToDXLBucketArray(mp, md_type, histogram);
	}
	else if (!has_hist && has_mcv)
	{
		// if MCVs exist and dominate, use MCVs only
		dxl_stats_bucket_array =
			TransformHistogramToDXLBucketArray(mp, md_type, gpdb_mcv_hist);
	}
	else if (has_hist && has_mcv)
	{
		// both histogram and MCVs exist and have significant info, merge MCV and histogram buckets
		CHistogram *merged_hist =
			CStatisticsUtils::MergeMCVHist(mp, gpdb_mcv_hist, histogram);
		dxl_stats_bucket_array =
			TransformHistogramToDXLBucketArray(mp, md_type, merged_hist);
		GPOS_DELETE(merged_hist);
	}
	else
	{
		// no MCVs nor histogram
		GPOS_ASSERT(!has_hist && !has_mcv);
		dxl_stats_bucket_array = GPOS_NEW(mp) CDXLBucketArray(mp);
	}

	// cleanup
	mdid_atttype->Release();
	md_type->Release();
	GPOS_DELETE(gpdb_mcv_hist);

	if (nullptr != histogram)
	{
		GPOS_DELETE(histogram);
	}

	return dxl_stats_bucket_array;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::TransformMcvToOrcaHistogram
//
//	@doc:
//		Transform gpdb's mcv info to optimizer histogram
//
//---------------------------------------------------------------------------
CHistogram *
CTranslatorRelcacheToDXL::TransformMcvToOrcaHistogram(
	CMemoryPool *mp, const IMDType *md_type, const Datum *mcv_values,
	const float4 *mcv_frequencies, ULONG num_mcv_values)
{
	IDatumArray *datums = GPOS_NEW(mp) IDatumArray(mp);
	CDoubleArray *freqs = GPOS_NEW(mp) CDoubleArray(mp);

	for (ULONG ul = 0; ul < num_mcv_values; ul++)
	{
		Datum datumMCV = mcv_values[ul];
		IDatum *datum = CTranslatorScalarToDXL::CreateIDatumFromGpdbDatum(
			mp, md_type, false /* is_null */, datumMCV);
		datums->Append(datum);
		freqs->Append(GPOS_NEW(mp) CDouble(mcv_frequencies[ul]));

		if (!datum->StatsAreComparable(datum))
		{
			// if less than operation is not supported on this datum, then no point
			// building a histogram. return an empty histogram
			datums->Release();
			freqs->Release();
			return GPOS_NEW(mp) CHistogram(mp);
		}
	}

	CHistogram *hist = CStatisticsUtils::TransformMCVToHist(
		mp, md_type, datums, freqs, num_mcv_values);

	datums->Release();
	freqs->Release();
	return hist;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::TransformHistToOrcaHistogram
//
//	@doc:
//		Transform GPDB's hist info to optimizer's histogram
//
//---------------------------------------------------------------------------
CHistogram *
CTranslatorRelcacheToDXL::TransformHistToOrcaHistogram(
	CMemoryPool *mp, const IMDType *md_type, const Datum *hist_values,
	ULONG num_hist_values, CDouble num_distinct, CDouble hist_freq)
{
	GPOS_ASSERT(1 < num_hist_values);

	const ULONG num_buckets = num_hist_values - 1;
	CDouble distinct_per_bucket = num_distinct / CDouble(num_buckets);
	CDouble freq_per_bucket = hist_freq / CDouble(num_buckets);

	BOOL last_bucket_was_singleton = false;
	// create buckets
	CBucketArray *buckets = GPOS_NEW(mp) CBucketArray(mp);
	for (ULONG ul = 0; ul < num_buckets; ul++)
	{
		IDatum *min_datum = CTranslatorScalarToDXL::CreateIDatumFromGpdbDatum(
			mp, md_type, false /* is_null */, hist_values[ul]);
		IDatum *max_datum = CTranslatorScalarToDXL::CreateIDatumFromGpdbDatum(
			mp, md_type, false /* is_null */, hist_values[ul + 1]);
		BOOL is_lower_closed, is_upper_closed;

		if (min_datum->StatsAreEqual(max_datum))
		{
			// Singleton bucket !!!!!!!!!!!!!
			is_lower_closed = true;
			is_upper_closed = true;
			last_bucket_was_singleton = true;
		}
		else if (last_bucket_was_singleton)
		{
			// Last bucket was a singleton, so lower must be open now.
			is_lower_closed = false;
			is_upper_closed = false;
			last_bucket_was_singleton = false;
		}
		else
		{
			// Normal bucket
			// GPDB histograms assumes lower bound to be closed and upper bound to be open
			is_lower_closed = true;
			is_upper_closed = false;
		}

		if (ul == num_buckets - 1)
		{
			// last bucket upper bound is also closed
			is_upper_closed = true;
		}

		CBucket *bucket = GPOS_NEW(mp)
			CBucket(GPOS_NEW(mp) CPoint(min_datum),
					GPOS_NEW(mp) CPoint(max_datum), is_lower_closed,
					is_upper_closed, freq_per_bucket, distinct_per_bucket);
		buckets->Append(bucket);

		if (!min_datum->StatsAreComparable(max_datum) ||
			!min_datum->StatsAreLessThan(max_datum))
		{
			// if less than operation is not supported on this datum,
			// or the translated histogram does not conform to GPDB sort order (e.g. text column in Linux platform),
			// then no point building a histogram. return an empty histogram

			// TODO: 03/01/2014 translate histogram into Orca even if sort
			// order is different in GPDB, and use const expression eval to compare
			// datums in Orca (MPP-22780)
			buckets->Release();
			return GPOS_NEW(mp) CHistogram(mp);
		}
	}

	CHistogram *hist = GPOS_NEW(mp) CHistogram(mp, buckets);
	return hist;
}


//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::TransformHistogramToDXLBucketArray
//
//	@doc:
//		Histogram to array of dxl buckets
//
//---------------------------------------------------------------------------
CDXLBucketArray *
CTranslatorRelcacheToDXL::TransformHistogramToDXLBucketArray(
	CMemoryPool *mp, const IMDType *md_type, const CHistogram *hist)
{
	CDXLBucketArray *dxl_stats_bucket_array = GPOS_NEW(mp) CDXLBucketArray(mp);
	const CBucketArray *buckets = hist->GetBuckets();
	ULONG num_buckets = buckets->Size();
	for (ULONG ul = 0; ul < num_buckets; ul++)
	{
		CBucket *bucket = (*buckets)[ul];
		IDatum *datum_lower = bucket->GetLowerBound()->GetDatum();
		CDXLDatum *dxl_lower = md_type->GetDatumVal(mp, datum_lower);
		IDatum *datum_upper = bucket->GetUpperBound()->GetDatum();
		CDXLDatum *dxl_upper = md_type->GetDatumVal(mp, datum_upper);
		CDXLBucket *dxl_bucket = GPOS_NEW(mp)
			CDXLBucket(dxl_lower, dxl_upper, bucket->IsLowerClosed(),
					   bucket->IsUpperClosed(), bucket->GetFrequency(),
					   bucket->GetNumDistinct());
		dxl_stats_bucket_array->Append(dxl_bucket);
	}
	return dxl_stats_bucket_array;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveRelStorageType
//
//	@doc:
//		Get relation storage type
//
//---------------------------------------------------------------------------
IMDRelation::Erelstoragetype
CTranslatorRelcacheToDXL::RetrieveRelStorageType(Relation rel)
{
	IMDRelation::Erelstoragetype rel_storage_type =
		IMDRelation::ErelstorageSentinel;

	switch (rel->rd_rel->relam)
	{
		case HEAP_TABLE_AM_OID:
			rel_storage_type = IMDRelation::ErelstorageHeap;
			break;
		case AO_COLUMN_TABLE_AM_OID:
			rel_storage_type = IMDRelation::ErelstorageAppendOnlyCols;
			break;
		case AO_ROW_TABLE_AM_OID:
			rel_storage_type = IMDRelation::ErelstorageAppendOnlyRows;
			break;
		case 0:

			if (rel->rd_rel->relkind == RELKIND_COMPOSITE_TYPE)
			{
				rel_storage_type = IMDRelation::ErelstorageCompositeType;
			}
			else if (rel->rd_rel->relkind == RELKIND_PARTITIONED_TABLE)
			{
				rel_storage_type = RetrieveStorageTypeForPartitionedTable(rel);
			}
			else if (gpdb::RelIsExternalTable(rel->rd_id))
			{
				rel_storage_type = IMDRelation::ErelstorageExternal;
			}
			else
			{
				// GPORCA does not support foreign data wrappers
				GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDObjUnsupported,
						   GPOS_WSZ_LIT("Foreign Data"));
			}
			break;
		default:
			GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDObjUnsupported,
					   GPOS_WSZ_LIT("Unsupported table AM"));
	}

	return rel_storage_type;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrievePartKeysAndTypes
//
//	@doc:
//		Get partition keys and types for relation or NULL if relation not partitioned.
//		Caller responsible for closing the relation if an exception is raised
//
//---------------------------------------------------------------------------
void
CTranslatorRelcacheToDXL::RetrievePartKeysAndTypes(CMemoryPool *mp,
												   Relation rel, OID oid,
												   ULongPtrArray **part_keys,
												   CharPtrArray **part_types)
{
	GPOS_ASSERT(nullptr != rel);

	// FIXME: isn't it faster to check rel.rd_partkey?
	if (!gpdb::RelIsPartitioned(oid))
	{
		// not a partitioned table
		*part_keys = nullptr;
		*part_types = nullptr;
		return;
	}

	*part_keys = GPOS_NEW(mp) ULongPtrArray(mp);
	*part_types = GPOS_NEW(mp) CharPtrArray(mp);

	PartitionKeyData *partkey = rel->rd_partkey;

	if (1 < partkey->partnatts)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDObjUnsupported,
				   GPOS_WSZ_LIT("Composite part key"));
	}

	AttrNumber attno = partkey->partattrs[0];
	CHAR part_type = (CHAR) partkey->strategy;
	if (attno == 0)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDObjUnsupported,
				   GPOS_WSZ_LIT("partitioning by expression"));
	}

	if (PARTITION_STRATEGY_HASH == part_type)
	{
		GPOS_RAISE(gpdxl::ExmaMD, gpdxl::ExmiMDObjUnsupported,
				   GPOS_WSZ_LIT("hash partitioning"));
	}

	(*part_keys)->Append(GPOS_NEW(mp) ULONG(attno - 1));
	(*part_types)->Append(GPOS_NEW(mp) CHAR(part_type));
}


//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::ConstructAttnoMapping
//
//	@doc:
//		Construct a mapping for GPDB attnos to positions in the columns array
//
//---------------------------------------------------------------------------
ULONG *
CTranslatorRelcacheToDXL::ConstructAttnoMapping(CMemoryPool *mp,
												CMDColumnArray *mdcol_array,
												ULONG max_cols)
{
	GPOS_ASSERT(nullptr != mdcol_array);
	GPOS_ASSERT(0 < mdcol_array->Size());
	GPOS_ASSERT(max_cols > mdcol_array->Size());

	// build a mapping for attnos->positions
	const ULONG num_of_cols = mdcol_array->Size();
	ULONG *attno_mapping = GPOS_NEW_ARRAY(mp, ULONG, max_cols);

	// initialize all positions to gpos::ulong_max
	for (ULONG ul = 0; ul < max_cols; ul++)
	{
		attno_mapping[ul] = gpos::ulong_max;
	}

	for (ULONG ul = 0; ul < num_of_cols; ul++)
	{
		const IMDColumn *md_col = (*mdcol_array)[ul];
		INT attno = md_col->AttrNum();

		ULONG idx = (ULONG)(GPDXL_SYSTEM_COLUMNS + attno);
		attno_mapping[idx] = ul;
	}

	return attno_mapping;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveRelKeysets
//
//	@doc:
//		Get key sets for relation
//
//---------------------------------------------------------------------------
ULongPtr2dArray *
CTranslatorRelcacheToDXL::RetrieveRelKeysets(CMemoryPool *mp, OID oid,
											 BOOL should_add_default_keys,
											 BOOL is_partitioned,
											 ULONG *attno_mapping)
{
	ULongPtr2dArray *key_sets = GPOS_NEW(mp) ULongPtr2dArray(mp);

	List *rel_keys = gpdb::GetRelationKeys(oid);

	ListCell *lc_key = nullptr;
	ForEach(lc_key, rel_keys)
	{
		List *key_elem_list = (List *) lfirst(lc_key);

		ULongPtrArray *key_set = GPOS_NEW(mp) ULongPtrArray(mp);

		ListCell *lc_key_elem = nullptr;
		ForEach(lc_key_elem, key_elem_list)
		{
			INT key_idx = lfirst_int(lc_key_elem);
			ULONG pos = GetAttributePosition(key_idx, attno_mapping);
			key_set->Append(GPOS_NEW(mp) ULONG(pos));
		}
		GPOS_ASSERT(0 < key_set->Size());

		key_sets->Append(key_set);
	}

	// add {segid, ctid} as a key

	if (should_add_default_keys)
	{
		ULongPtrArray *key_set = GPOS_NEW(mp) ULongPtrArray(mp);
		if (is_partitioned)
		{
			// TableOid is part of default key for partitioned tables
			ULONG table_oid_pos =
				GetAttributePosition(TableOidAttributeNumber, attno_mapping);
			key_set->Append(GPOS_NEW(mp) ULONG(table_oid_pos));
		}
		ULONG seg_id_pos =
			GetAttributePosition(GpSegmentIdAttributeNumber, attno_mapping);
		ULONG ctid_pos =
			GetAttributePosition(SelfItemPointerAttributeNumber, attno_mapping);
		key_set->Append(GPOS_NEW(mp) ULONG(seg_id_pos));
		key_set->Append(GPOS_NEW(mp) ULONG(ctid_pos));

		key_sets->Append(key_set);
	}

	return key_sets;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::NormalizeFrequencies
//
//	@doc:
//		Sometimes a set of frequencies can add up to more than 1.0.
//		Fix these cases
//
//---------------------------------------------------------------------------
void
CTranslatorRelcacheToDXL::NormalizeFrequencies(float4 *freqs, ULONG length,
											   CDouble *null_freq)
{
	if (length == 0 && (*null_freq) < 1.0)
	{
		return;
	}

	CDouble total = *null_freq;
	for (ULONG ul = 0; ul < length; ul++)
	{
		total = total + CDouble(freqs[ul]);
	}

	if (total > CDouble(1.0))
	{
		float4 denom = (float4)(total + CStatistics::Epsilon).Get();

		// divide all values by the total
		for (ULONG ul = 0; ul < length; ul++)
		{
			freqs[ul] = freqs[ul] / denom;
		}
		*null_freq = *null_freq / denom;
	}

#ifdef GPOS_DEBUG
	// recheck
	CDouble recheck_total = *null_freq;
	for (ULONG ul = 0; ul < length; ul++)
	{
		recheck_total = recheck_total + CDouble(freqs[ul]);
	}
	GPOS_ASSERT(recheck_total <= CDouble(1.0));
#endif
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::IsIndexSupported
//
//	@doc:
//		Check if index type is supported
//
//---------------------------------------------------------------------------
BOOL
CTranslatorRelcacheToDXL::IsIndexSupported(Relation index_rel)
{
	HeapTupleData *tup = index_rel->rd_indextuple;

	// covering index -- it has INCLUDE (...) columns
	if (index_rel->rd_index->indnatts > index_rel->rd_index->indnkeyatts)
	{
		return false;
	}

	// index expressions and index constraints not supported
	return gpdb::HeapAttIsNull(tup, Anum_pg_index_indexprs) &&
		   gpdb::HeapAttIsNull(tup, Anum_pg_index_indpred) &&
		   index_rel->rd_index->indisvalid &&
		   (BTREE_AM_OID == index_rel->rd_rel->relam ||
			BITMAP_AM_OID == index_rel->rd_rel->relam ||
			GIST_AM_OID == index_rel->rd_rel->relam ||
			GIN_AM_OID == index_rel->rd_rel->relam ||
			BRIN_AM_OID == index_rel->rd_rel->relam);
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrievePartConstraintForIndex
//
//	@doc:
//		Retrieve part constraint for index
//
//---------------------------------------------------------------------------
CMDPartConstraintGPDB *
CTranslatorRelcacheToDXL::RetrievePartConstraintForIndex(
	CMemoryPool *mp, CMDAccessor *md_accessor, const IMDRelation *md_rel,
	Node *part_constraint, ULongPtrArray *level_with_default_part_array,
	BOOL is_unbounded)
{
	CDXLColDescrArray *dxl_col_descr_array = GPOS_NEW(mp) CDXLColDescrArray(mp);
	const ULONG num_columns = md_rel->ColumnCount();

	for (ULONG ul = 0; ul < num_columns; ul++)
	{
		const IMDColumn *md_col = md_rel->GetMdCol(ul);
		CMDName *md_colname =
			GPOS_NEW(mp) CMDName(mp, md_col->Mdname().GetMDName());
		CMDIdGPDB *mdid_col_type = CMDIdGPDB::CastMdid(md_col->MdidType());
		mdid_col_type->AddRef();

		// create a column descriptor for the column
		CDXLColDescr *dxl_col_descr = GPOS_NEW(mp) CDXLColDescr(
			md_colname,
			ul + 1,	 // colid
			md_col->AttrNum(), mdid_col_type, md_col->TypeModifier(),
			false  // fColDropped
		);
		dxl_col_descr_array->Append(dxl_col_descr);
	}

	CMDPartConstraintGPDB *mdpart_constraint = RetrievePartConstraintFromNode(
		mp, md_accessor, dxl_col_descr_array, part_constraint,
		level_with_default_part_array, is_unbounded);

	dxl_col_descr_array->Release();

	return mdpart_constraint;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrievePartConstraintForRel
//
//	@doc:
//		Retrieve part constraint for relation
//
//---------------------------------------------------------------------------
CDXLNode *
CTranslatorRelcacheToDXL::RetrievePartConstraintForRel(
	CMemoryPool *mp, CMDAccessor *md_accessor, Relation rel,
	CMDColumnArray *mdcol_array)
{
	// get the part constraints
	Node *node = gpdb::GetRelationPartConstraints(rel);

	if (nullptr == node)
	{
		return nullptr;
	}

	// create var-colid mapping for translating part constraints
	CAutoRef<CDXLColDescrArray> dxl_col_descr_array(GPOS_NEW(mp)
														CDXLColDescrArray(mp));
	const ULONG num_columns = mdcol_array->Size();
	for (ULONG ul = 0, idx = 0; ul < num_columns; ul++)
	{
		const IMDColumn *md_col = (*mdcol_array)[ul];

		if (md_col->IsDropped())
		{
			continue;
		}

		CMDName *md_colname =
			GPOS_NEW(mp) CMDName(mp, md_col->Mdname().GetMDName());
		CMDIdGPDB *mdid_col_type = CMDIdGPDB::CastMdid(md_col->MdidType());
		mdid_col_type->AddRef();

		// create a column descriptor for the column
		CDXLColDescr *dxl_col_descr = GPOS_NEW(mp) CDXLColDescr(
			md_colname,
			idx + 1,  // colid
			md_col->AttrNum(), mdid_col_type, md_col->TypeModifier(),
			false  // fColDropped
		);
		dxl_col_descr_array->Append(dxl_col_descr);
		++idx;
	}

	CMappingVarColId var_colid_mapping(mp);
	var_colid_mapping.LoadColumns(0 /*query_level */, 1 /* rteIndex */,
								  dxl_col_descr_array.Value());
	CDXLNode *scalar_dxlnode =
		CTranslatorScalarToDXL::TranslateStandaloneExprToDXL(
			mp, md_accessor, &var_colid_mapping, (Expr *) node);

	return scalar_dxlnode;
}


//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrievePartConstraintFromNode
//
//	@doc:
//		Retrieve part constraint from GPDB node
//
//---------------------------------------------------------------------------
CMDPartConstraintGPDB *
CTranslatorRelcacheToDXL::RetrievePartConstraintFromNode(
	CMemoryPool *mp, CMDAccessor *md_accessor,
	CDXLColDescrArray *dxl_col_descr_array, Node *part_constraints,
	ULongPtrArray *level_with_default_part_array, BOOL is_unbounded)
{
	if (nullptr == part_constraints)
	{
		return nullptr;
	}

	// generate a mock mapping between var to column information
	CMappingVarColId *var_colid_mapping = GPOS_NEW(mp) CMappingVarColId(mp);

	var_colid_mapping->LoadColumns(0 /*query_level */, 1 /* rteIndex */,
								   dxl_col_descr_array);

	// translate the check constraint expression
	CDXLNode *scalar_dxlnode =
		CTranslatorScalarToDXL::TranslateStandaloneExprToDXL(
			mp, md_accessor, var_colid_mapping, (Expr *) part_constraints);

	// cleanup
	GPOS_DELETE(var_colid_mapping);

	level_with_default_part_array->AddRef();
	return GPOS_NEW(mp) CMDPartConstraintGPDB(mp, level_with_default_part_array,
											  is_unbounded, scalar_dxlnode);
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RelHasSystemColumns
//
//	@doc:
//		Does given relation type have system columns.
//		Currently regular relations, sequences, toast values relations,
//		AO segment relations and foreign/external tables have system columns
//
//---------------------------------------------------------------------------
BOOL
CTranslatorRelcacheToDXL::RelHasSystemColumns(char rel_kind)
{
	return RELKIND_RELATION == rel_kind || RELKIND_SEQUENCE == rel_kind ||
		   RELKIND_AOSEGMENTS == rel_kind || RELKIND_TOASTVALUE == rel_kind ||
		   RELKIND_FOREIGN_TABLE == rel_kind ||
		   RELKIND_PARTITIONED_TABLE == rel_kind;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::ParseCmpType
//
//	@doc:
//		Translate GPDB comparison types into optimizer comparison types
//
//---------------------------------------------------------------------------
IMDType::ECmpType
CTranslatorRelcacheToDXL::ParseCmpType(ULONG cmpt)
{
	for (ULONG ul = 0; ul < GPOS_ARRAY_SIZE(cmp_type_mappings); ul++)
	{
		const ULONG *mapping = cmp_type_mappings[ul];
		if (mapping[1] == cmpt)
		{
			return (IMDType::ECmpType) mapping[0];
		}
	}

	return IMDType::EcmptOther;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::GetComparisonType
//
//	@doc:
//		Translate optimizer comparison types into GPDB comparison types
//
//---------------------------------------------------------------------------
ULONG
CTranslatorRelcacheToDXL::GetComparisonType(IMDType::ECmpType cmp_type)
{
	for (ULONG ul = 0; ul < GPOS_ARRAY_SIZE(cmp_type_mappings); ul++)
	{
		const ULONG *mapping = cmp_type_mappings[ul];
		if (mapping[0] == cmp_type)
		{
			return (ULONG) mapping[1];
		}
	}

	return CmptOther;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveIndexOpFamilies
//
//	@doc:
//		Retrieve the opfamilies for the keys of the given index
//
//---------------------------------------------------------------------------
IMdIdArray *
CTranslatorRelcacheToDXL::RetrieveIndexOpFamilies(CMemoryPool *mp,
												  IMDId *mdid_index)
{
	List *op_families =
		gpdb::GetIndexOpFamilies(CMDIdGPDB::CastMdid(mdid_index)->Oid());
	IMdIdArray *input_col_mdids = GPOS_NEW(mp) IMdIdArray(mp);

	ListCell *lc = nullptr;

	ForEach(lc, op_families)
	{
		OID op_family_oid = lfirst_oid(lc);
		input_col_mdids->Append(GPOS_NEW(mp) CMDIdGPDB(op_family_oid));
	}

	return input_col_mdids;
}

//---------------------------------------------------------------------------
//	@function:
//		CTranslatorRelcacheToDXL::RetrieveScOpOpFamilies
//
//	@doc:
//		Retrieve the families for the keys of the given scalar operator
//
//---------------------------------------------------------------------------
IMdIdArray *
CTranslatorRelcacheToDXL::RetrieveScOpOpFamilies(CMemoryPool *mp,
												 IMDId *mdid_scalar_op)
{
	List *op_families =
		gpdb::GetOpFamiliesForScOp(CMDIdGPDB::CastMdid(mdid_scalar_op)->Oid());
	IMdIdArray *input_col_mdids = GPOS_NEW(mp) IMdIdArray(mp);

	ListCell *lc = nullptr;

	ForEach(lc, op_families)
	{
		OID op_family_oid = lfirst_oid(lc);
		input_col_mdids->Append(GPOS_NEW(mp) CMDIdGPDB(op_family_oid));
	}

	return input_col_mdids;
}

IMdIdArray *
CTranslatorRelcacheToDXL::RetrieveIndexPartitions(CMemoryPool *mp, OID rel_oid)
{
	IMdIdArray *partition_oids = GPOS_NEW(mp) IMdIdArray(mp);

	List *partition_oid_list = gpdb::GetRelChildIndexes(rel_oid);
	ListCell *lc;
	foreach (lc, partition_oid_list)
	{
		OID oid = lfirst_oid(lc);
		partition_oids->Append(GPOS_NEW(mp) CMDIdGPDB(oid));
	}

	return partition_oids;
}

IMDRelation::Erelstoragetype
CTranslatorRelcacheToDXL::RetrieveStorageTypeForPartitionedTable(Relation rel)
{
	IMDRelation::Erelstoragetype rel_storage_type =
		IMDRelation::ErelstorageSentinel;
	if (rel->rd_partdesc->nparts == 0)
	{
		return IMDRelation::ErelstorageHeap;
	}
	for (int i = 0; i < rel->rd_partdesc->nparts; ++i)
	{
		Oid oid = rel->rd_partdesc->oids[i];
		gpdb::RelationWrapper child_rel = gpdb::GetRelation(oid);
		IMDRelation::Erelstoragetype child_storage =
			RetrieveRelStorageType(child_rel.get());

		if (rel_storage_type == IMDRelation::ErelstorageSentinel)
		{
			rel_storage_type = child_storage;
		}

		// fall back if any external partitions, we need additional logic to
		// handle distribution or will get wrong results
		if (child_storage == IMDRelation::ErelstorageExternal)
		{
			GPOS_RAISE(
				gpdxl::ExmaMD, gpdxl::ExmiMDObjUnsupported,
				GPOS_WSZ_LIT(
					"Partitioned table with external/foreign partition"));
		}
		// mark any partitioned table with supported partitions of mixed storage types,
		// this is more conservative for certain skans (eg: we can't do an index scan if any
		// partition is ao, we must only do a sequential or bitmap scan)
		if (rel_storage_type != child_storage)
		{
			rel_storage_type = IMDRelation::ErelstorageMixedPartitioned;
		}
	}
	return rel_storage_type;
}


// EOF

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