Merge branch 'rightlib' into merge-libs-250416-0829

194 files changed, 6024 insertions, 861 deletions

diff --git a/yql/essentials/ast/ya.make b/yql/essentials/ast/ya.make
index 58c21a1d7f1..a0a003cb2eb 100644
--- a/yql/essentials/ast/ya.make
+++ b/yql/essentials/ast/ya.make
@@ -37,6 +37,7 @@ PEERDIR(
     yql/essentials/utils
     yql/essentials/utils/fetch
     yql/essentials/core/issue
+    yql/essentials/core/sql_types
     yql/essentials/core/url_lister/interface
     yql/essentials/parser/pg_catalog
 )
diff --git a/yql/essentials/ast/yql_expr.cpp b/yql/essentials/ast/yql_expr.cpp
index 21d0b9a446c..fb60a08476b 100644
--- a/yql/essentials/ast/yql_expr.cpp
+++ b/yql/essentials/ast/yql_expr.cpp
@@ -3830,60 +3830,6 @@ const TTypeAnnotationNode& RemoveOptionality(const TTypeAnnotationNode& type) {
     return ETypeAnnotationKind::Optional == type.GetKind() ? *type.Cast<TOptionalExprType>()->GetItemType() : type;
 }
 
-TMaybe<TIssue> NormalizeName(TPosition position, TString& name) {
-    const ui32 inputLength = name.length();
-    ui32 startCharPos = 0;
-    ui32 totalSkipped = 0;
-    bool atStart = true;
-    bool justSkippedUnderscore = false;
-    for (ui32 i = 0; i < inputLength; ++i) {
-        const char c = name.at(i);
-        if (c == '_') {
-            if (!atStart) {
-                if (justSkippedUnderscore) {
-                    return TIssue(position, TStringBuilder() << "\"" << name << "\" looks weird, has multiple consecutive underscores");
-                }
-                justSkippedUnderscore = true;
-                ++totalSkipped;
-                continue;
-            } else {
-                ++startCharPos;
-            }
-        }
-        else {
-            atStart = false;
-            justSkippedUnderscore = false;
-        }
-    }
-
-    if (totalSkipped >= 5) {
-        return TIssue(position, TStringBuilder() << "\"" << name << "\" looks weird, has multiple consecutive underscores");
-    }
-
-    ui32 outPos = startCharPos;
-    for (ui32 i = startCharPos; i < inputLength; i++) {
-        const char c = name.at(i);
-        if (c == '_') {
-            continue;
-        } else {
-            name[outPos] = AsciiToLower(c);
-            ++outPos;
-        }
-    }
-
-    name.resize(outPos);
-    Y_ABORT_UNLESS(inputLength - outPos == totalSkipped);
-
-    return Nothing();
-}
-
-TString NormalizeName(const TStringBuf& name) {
-    TString result(name);
-    TMaybe<TIssue> error = NormalizeName(TPosition(), result);
-    YQL_ENSURE(error.Empty(), "" << error->GetMessage());
-    return result;
-}
-
 void TDefaultTypeAnnotationVisitor::Visit(const TUnitExprType& type) {
     Y_UNUSED(type);
 }
diff --git a/yql/essentials/ast/yql_expr.h b/yql/essentials/ast/yql_expr.h
index 40cd7bb2d2b..722d3f6be51 100644
--- a/yql/essentials/ast/yql_expr.h
+++ b/yql/essentials/ast/yql_expr.h
@@ -9,6 +9,7 @@
 #include "yql_pos_handle.h"
 
 #include <yql/essentials/core/url_lister/interface/url_lister_manager.h>
+#include <yql/essentials/core/sql_types/normalize_name.h>
 #include <yql/essentials/utils/yql_panic.h>
 #include <yql/essentials/public/issue/yql_issue_manager.h>
 #include <yql/essentials/public/udf/udf_data_type.h>
@@ -2954,9 +2955,6 @@ const TTypeAnnotationNode& GetSeqItemType(const TTypeAnnotationNode& seq);
 
 const TTypeAnnotationNode& RemoveOptionality(const TTypeAnnotationNode& type);
 
-TMaybe<TIssue> NormalizeName(TPosition position, TString& name);
-TString NormalizeName(const TStringBuf& name);
-
 } // namespace NYql
 
 template<>
diff --git a/yql/essentials/cfg/tests/gateways-experimental.conf b/yql/essentials/cfg/tests/gateways-experimental.conf
index a68414581b7..d1c09423481 100644
--- a/yql/essentials/cfg/tests/gateways-experimental.conf
+++ b/yql/essentials/cfg/tests/gateways-experimental.conf
@@ -40,8 +40,18 @@ Yt {
     }
 
     DefaultSettings {
+        Name: "JobBlockInput"
+        Value: "true"
+    }
+
+    DefaultSettings {
         Name: "JobBlockInputSupportedTypes"
-        Value: "tuple"
+        Value: "tuple,pg"
+    }
+
+    DefaultSettings {
+        Name: "BlockReaderSupportedTypes"
+        Value: "tuple,pg"
     }
 
     DefaultSettings {
@@ -50,19 +60,37 @@ Yt {
     }
 
     DefaultSettings {
+        Name: "BlockReaderSupportedDataTypes"
+        Value: "Int8,Uint8,Int16,Uint16,Int32,Uint32,Int64,Uint64,Bool,Double,String,Utf8,Yson,Float"
+    }
+
+    DefaultSettings {
         Name: "ReportEquiJoinStats"
         Value: "true"
     }
+
+    DefaultSettings {
+        Name: "UseRPCReaderInDq"
+        Value: "true"
+    }
+
+    DefaultSettings {
+        Name: "DQRPCReaderTimeout"
+        Value: "600s"
+    }
 }
 
 Dq {
+    DefaultSettings {
+        Name: "UseBlockReader"
+        Value: "true"
+    }
 }
 
 YqlCore {
     Flags {
         Name: "OptimizerFlags"
         Args: [
-            "FieldSubsetEnableMultiusage",
             "MemberNthOverFlatMap",
             "ExtractMembersSplitOnOptional",
             "FilterNullMembersOverJust",
diff --git a/yql/essentials/core/facade/yql_facade.cpp b/yql/essentials/core/facade/yql_facade.cpp
index 055378a3ff1..f58f7834664 100644
--- a/yql/essentials/core/facade/yql_facade.cpp
+++ b/yql/essentials/core/facade/yql_facade.cpp
@@ -389,7 +389,7 @@ TProgram::TProgram(
             if (item) {
                 YQL_ENSURE(LoadedGatewaysConfig_.ParseFromString(item->Value));
                 if (GatewaysForMerge_) {
-                    YQL_ENSURE(LoadedGatewaysConfig_.MergeFromString(*GatewaysForMerge_));
+                    YQL_ENSURE(NProtoBuf::TextFormat::MergeFromString(*GatewaysForMerge_, &LoadedGatewaysConfig_));
                 }
                 THashMap<TString, TString> clusterMapping;
                 GetClusterMappingFromGateways(LoadedGatewaysConfig_, clusterMapping);
@@ -1140,7 +1140,7 @@ TProgram::TFutureStatus TProgram::OptimizeAsyncWithConfig(
         dataProviders = DataProviders_;
     }
 
-    for (const auto& dp : DataProviders_) {
+    for (const auto& dp : dataProviders) {
         if (!dp.RemoteClusterProvider || !dp.RemoteOptimize) {
             continue;
         }
@@ -1276,7 +1276,7 @@ TProgram::TFutureStatus TProgram::RunAsync(
         dataProviders = DataProviders_;
     }
 
-    for (const auto& dp : DataProviders_) {
+    for (const auto& dp : dataProviders) {
         if (!dp.RemoteClusterProvider || !dp.RemoteRun) {
             continue;
         }
@@ -1355,7 +1355,7 @@ TProgram::TFutureStatus TProgram::RunAsyncWithConfig(
         dataProviders = DataProviders_;
     }
 
-    for (const auto& dp : DataProviders_) {
+    for (const auto& dp : dataProviders) {
         if (!dp.RemoteClusterProvider || !dp.RemoteRun) {
             continue;
         }
diff --git a/yql/essentials/core/peephole_opt/yql_opt_peephole_physical.cpp b/yql/essentials/core/peephole_opt/yql_opt_peephole_physical.cpp
index 19c55dbfcf9..5755bf1dbf5 100644
--- a/yql/essentials/core/peephole_opt/yql_opt_peephole_physical.cpp
+++ b/yql/essentials/core/peephole_opt/yql_opt_peephole_physical.cpp
@@ -191,6 +191,25 @@ TExprNode::TPtr OptimizeWideToBlocks(const TExprNode::TPtr& node, TExprContext&
     return node;
 }
 
+TExprNode::TPtr OptimizeListToBlocks(const TExprNode::TPtr& node, TExprContext& ctx, TTypeAnnotationContext& types) {
+    Y_UNUSED(ctx);
+    Y_UNUSED(types);
+    const auto& input = node->Head();
+    if (input.IsCallable("ListFromBlocks")) {
+        // TODO: actually (ListToBlocks (ListFromBlocks a)) is (ReplicateScalars a),
+        // but there is no sources of scalars in block lists at the moment, so just ensure it
+        auto inputItemType = input.Head().GetTypeAnn()->Cast<TListExprType>()->GetItemType()->Cast<TStructExprType>();
+        for (auto item : inputItemType->GetItems()) {
+            YQL_ENSURE(item->GetItemType()->IsBlock() || (item->GetItemType()->IsScalar() && item->GetName() == BlockLengthColumnName));
+        }
+
+        YQL_CLOG(DEBUG, CorePeepHole) << "Drop " << node->Content() << " over " << input.Content();
+        return input.HeadPtr();
+    }
+
+    return node;
+}
+
 TExprNode::TPtr OptimizeWideFromBlocks(const TExprNode::TPtr& node, TExprContext& ctx, TTypeAnnotationContext& types) {
     Y_UNUSED(types);
     const auto& input = node->Head();
@@ -207,6 +226,18 @@ TExprNode::TPtr OptimizeWideFromBlocks(const TExprNode::TPtr& node, TExprContext
     return node;
 }
 
+TExprNode::TPtr OptimizeListFromBlocks(const TExprNode::TPtr& node, TExprContext& ctx, TTypeAnnotationContext& types) {
+    Y_UNUSED(ctx);
+    Y_UNUSED(types);
+    const auto& input = node->Head();
+    if (input.IsCallable("ListToBlocks")) {
+        YQL_CLOG(DEBUG, CorePeepHole) << "Drop " << node->Content() << " over " << input.Content();
+        return input.HeadPtr();
+    }
+
+    return node;
+}
+
 TExprNode::TPtr OptimizeWideTakeSkipBlocks(const TExprNode::TPtr& node, TExprContext& ctx, TTypeAnnotationContext& types) {
     Y_UNUSED(types);
     const auto& input = node->HeadPtr();
@@ -8995,7 +9026,9 @@ struct TPeepHoleRules {
         {"NarrowMap", &OptimizeWideMapBlocks},
         {"WideFilter", &OptimizeWideFilterBlocks},
         {"WideToBlocks", &OptimizeWideToBlocks},
+        {"ListToBlocks", &OptimizeListToBlocks},
         {"WideFromBlocks", &OptimizeWideFromBlocks},
+        {"ListFromBlocks", &OptimizeListFromBlocks},
         {"WideTakeBlocks", &OptimizeWideTakeSkipBlocks},
         {"WideSkipBlocks", &OptimizeWideTakeSkipBlocks},
         {"BlockCompress", &OptimizeBlockCompress},
diff --git a/yql/essentials/core/qplayer/storage/ydb/ya.make b/yql/essentials/core/qplayer/storage/ydb/ya.make
index e68e67d237f..45e796bf675 100644
--- a/yql/essentials/core/qplayer/storage/ydb/ya.make
+++ b/yql/essentials/core/qplayer/storage/ydb/ya.make
@@ -9,7 +9,7 @@ SRCS(
 PEERDIR(
     yql/essentials/core/qplayer/storage/interface
     yql/essentials/core/qplayer/storage/memory
-    contrib/ydb/public/sdk/cpp/client/ydb_table
+    contrib/libs/ydb-cpp-sdk/src/client/table
     library/cpp/digest/old_crc
 )
 
diff --git a/yql/essentials/core/qplayer/storage/ydb/yql_qstorage_ydb.cpp b/yql/essentials/core/qplayer/storage/ydb/yql_qstorage_ydb.cpp
index c39d8c514a5..13fff7dda80 100644
--- a/yql/essentials/core/qplayer/storage/ydb/yql_qstorage_ydb.cpp
+++ b/yql/essentials/core/qplayer/storage/ydb/yql_qstorage_ydb.cpp
@@ -2,7 +2,7 @@
 
 #include <yql/essentials/core/qplayer/storage/memory/yql_qstorage_memory.h>
 
-#include <contrib/ydb/public/sdk/cpp/client/ydb_table/table.h>
+#include <ydb-cpp-sdk/client/table/table.h>
 
 #include <library/cpp/digest/old_crc/crc.h>
 
diff --git a/yql/essentials/core/services/mounts/yql_mounts.cpp b/yql/essentials/core/services/mounts/yql_mounts.cpp
index d229b6d8f01..95dfbf3672e 100644
--- a/yql/essentials/core/services/mounts/yql_mounts.cpp
+++ b/yql/essentials/core/services/mounts/yql_mounts.cpp
@@ -122,7 +122,8 @@ namespace NYql {
         const THashMap<TString, TString>& clusterMapping,
         const THashSet<TString>& sqlFlags,
         bool optimizeLibraries,
-        THolder<TExprContext> ownedCtx)
+        THolder<TExprContext> ownedCtx,
+        TModuleResolver::TModuleChecker moduleChecker)
     {
         YQL_PROFILE_FUNC(DEBUG);
         auto ctx = rawCtx ? rawCtx : ownedCtx.Get();
@@ -152,7 +153,7 @@ namespace NYql {
         }
 
         moduleResolver = std::make_shared<TModuleResolver>(translators, std::move(modulesTable), ctx->NextUniqueId,
-            clusterMapping, sqlFlags, optimizeLibraries, std::move(ownedCtx));
+            clusterMapping, sqlFlags, optimizeLibraries, std::move(ownedCtx), moduleChecker);
         return mounts;
     }
 
@@ -162,22 +163,25 @@ namespace NYql {
         const TVector<NUserData::TUserData>& userData,
         const THashMap<TString, TString>& clusterMapping,
         const THashSet<TString>& sqlFlags,
-        bool optimizeLibraries) {
-        return GetYqlModuleResolverImpl(&ctx, moduleResolver, userData, clusterMapping, sqlFlags, optimizeLibraries, nullptr);
+        bool optimizeLibraries,
+        TModuleResolver::TModuleChecker moduleChecker) {
+        return GetYqlModuleResolverImpl(&ctx, moduleResolver, userData, clusterMapping, sqlFlags, optimizeLibraries, nullptr, moduleChecker);
     }
 
     bool GetYqlDefaultModuleResolver(
         TExprContext& ctx,
         IModuleResolver::TPtr& moduleResolver,
         const THashMap<TString, TString>& clusterMapping,
-        bool optimizeLibraries) {
-        return !GetYqlModuleResolverImpl(&ctx, moduleResolver, {}, clusterMapping, {}, optimizeLibraries, nullptr).empty();
+        bool optimizeLibraries,
+        TModuleResolver::TModuleChecker moduleChecker) {
+        return !GetYqlModuleResolverImpl(&ctx, moduleResolver, {}, clusterMapping, {}, optimizeLibraries, nullptr, moduleChecker).empty();
     }
 
     bool GetYqlDefaultModuleResolverWithContext(
         IModuleResolver::TPtr& moduleResolver,
         const THashMap<TString, TString>& clusterMapping,
-        bool optimizeLibraries) {
-        return !GetYqlModuleResolverImpl(nullptr, moduleResolver, {}, clusterMapping, {}, optimizeLibraries, MakeHolder<TExprContext>()).empty();
+        bool optimizeLibraries,
+        TModuleResolver::TModuleChecker moduleChecker) {
+        return !GetYqlModuleResolverImpl(nullptr, moduleResolver, {}, clusterMapping, {}, optimizeLibraries, MakeHolder<TExprContext>(), moduleChecker).empty();
     }
 }
diff --git a/yql/essentials/core/services/mounts/yql_mounts.h b/yql/essentials/core/services/mounts/yql_mounts.h
index f289d57b998..7c0c296aa64 100644
--- a/yql/essentials/core/services/mounts/yql_mounts.h
+++ b/yql/essentials/core/services/mounts/yql_mounts.h
@@ -11,12 +11,14 @@ bool GetYqlDefaultModuleResolver(
         TExprContext& ctx,
         IModuleResolver::TPtr& moduleResolver,
         const THashMap<TString, TString>& clusterMapping = {},
-        bool optimizeLibraries = true);
+        bool optimizeLibraries = true,
+        TModuleResolver::TModuleChecker moduleChecker = {});
 
 bool GetYqlDefaultModuleResolverWithContext(
     IModuleResolver::TPtr& moduleResolver,
     const THashMap<TString, TString>& clusterMapping = {},
-    bool optimizeLibraries = true);
+    bool optimizeLibraries = true,
+    TModuleResolver::TModuleChecker moduleChecker = {});
 
 TUserDataTable GetYqlModuleResolver(
         TExprContext& ctx,
@@ -24,6 +26,7 @@ TUserDataTable GetYqlModuleResolver(
         const TVector<NUserData::TUserData>& userData,
         const THashMap<TString, TString>& clusterMapping,
         const THashSet<TString>& sqlFlags,
-        bool optimizeLibraries = true);
+        bool optimizeLibraries = true,
+        TModuleResolver::TModuleChecker moduleChecker = {});
 
 } // namespace NYql
diff --git a/yql/essentials/core/sql_types/normalize_name.cpp b/yql/essentials/core/sql_types/normalize_name.cpp
new file mode 100644
index 00000000000..5b050503d36
--- /dev/null
+++ b/yql/essentials/core/sql_types/normalize_name.cpp
@@ -0,0 +1,63 @@
+#include "normalize_name.h"
+
+#include <yql/essentials/utils/yql_panic.h>
+
+#include <util/string/builder.h>
+#include <util/string/ascii.h>
+
+namespace NYql {
+
+    TMaybe<TIssue> NormalizeName(TPosition position, TString& name) {
+        const ui32 inputLength = name.length();
+        ui32 startCharPos = 0;
+        ui32 totalSkipped = 0;
+        bool atStart = true;
+        bool justSkippedUnderscore = false;
+        for (ui32 i = 0; i < inputLength; ++i) {
+            const char c = name.at(i);
+            if (c == '_') {
+                if (!atStart) {
+                    if (justSkippedUnderscore) {
+                        return TIssue(position, TStringBuilder() << "\"" << name << "\" looks weird, has multiple consecutive underscores");
+                    }
+                    justSkippedUnderscore = true;
+                    ++totalSkipped;
+                    continue;
+                } else {
+                    ++startCharPos;
+                }
+            } else {
+                atStart = false;
+                justSkippedUnderscore = false;
+            }
+        }
+
+        if (totalSkipped >= 5) {
+            return TIssue(position, TStringBuilder() << "\"" << name << "\" looks weird, has multiple consecutive underscores");
+        }
+
+        ui32 outPos = startCharPos;
+        for (ui32 i = startCharPos; i < inputLength; i++) {
+            const char c = name.at(i);
+            if (c == '_') {
+                continue;
+            } else {
+                name[outPos] = AsciiToLower(c);
+                ++outPos;
+            }
+        }
+
+        name.resize(outPos);
+        Y_ABORT_UNLESS(inputLength - outPos == totalSkipped);
+
+        return Nothing();
+    }
+
+    TString NormalizeName(const TStringBuf& name) {
+        TString result(name);
+        TMaybe<TIssue> error = NormalizeName(TPosition(), result);
+        YQL_ENSURE(error.Empty(), "" << error->GetMessage());
+        return result;
+    }
+
+} // namespace NYql
diff --git a/yql/essentials/core/sql_types/normalize_name.h b/yql/essentials/core/sql_types/normalize_name.h
new file mode 100644
index 00000000000..94d1e337680
--- /dev/null
+++ b/yql/essentials/core/sql_types/normalize_name.h
@@ -0,0 +1,13 @@
+#pragma once
+
+#include <yql/essentials/core/issue/yql_issue.h>
+
+#include <util/generic/string.h>
+#include <util/generic/fwd.h>
+
+namespace NYql {
+
+    TMaybe<TIssue> NormalizeName(TPosition position, TString& name);
+    TString NormalizeName(const TStringBuf& name);
+
+} // namespace NYql
diff --git a/yql/essentials/core/ut/yql_expr_type_annotation_ut.cpp b/yql/essentials/core/sql_types/normalize_name_ut.cpp
index 09ce7fd838b..ddd9b24d1e5 100644
--- a/yql/essentials/core/ut/yql_expr_type_annotation_ut.cpp
+++ b/yql/essentials/core/sql_types/normalize_name_ut.cpp
@@ -1,9 +1,8 @@
-#include "yql_expr_type_annotation.h"
+#include "normalize_name.h"
 
 #include <library/cpp/testing/unittest/registar.h>
 
-
-namespace NYql {
+using namespace NYql;
 
 Y_UNIT_TEST_SUITE(Misc) {
     Y_UNIT_TEST(NormalizeName) {
@@ -48,6 +47,4 @@ Y_UNIT_TEST_SUITE(Misc) {
         CheckIssues("a_B_c_d_e_f", "a_B_c_d_e_f");
         CheckIssues("_a_B_c_d_e_f", "_a_B_c_d_e_f");
     }
-}
-
-} // namespace NYql
+} // Y_UNIT_TEST_SUITE(Misc)
diff --git a/yql/essentials/core/sql_types/ut/ya.make b/yql/essentials/core/sql_types/ut/ya.make
index 11a1b7ddfb1..363e4dc4a44 100644
--- a/yql/essentials/core/sql_types/ut/ya.make
+++ b/yql/essentials/core/sql_types/ut/ya.make
@@ -1,6 +1,8 @@
 UNITTEST_FOR(yql/essentials/core/sql_types)
+
 SRCS(
     match_recognize_ut.cpp
+    normalize_name_ut.cpp
 )
 
 PEERDIR(
diff --git a/yql/essentials/core/sql_types/ya.make b/yql/essentials/core/sql_types/ya.make
index 88eb76fb511..fae32738bd3 100644
--- a/yql/essentials/core/sql_types/ya.make
+++ b/yql/essentials/core/sql_types/ya.make
@@ -4,13 +4,18 @@ SRCS(
     block.h
     match_recognize.h
     match_recognize.cpp
+    normalize_name.cpp
     simple_types.h
     simple_types.cpp
     yql_atom_enums.h
     yql_callable_names.h
 )
-GENERATE_ENUM_SERIALIZATION(match_recognize.h)
 
+PEERDIR(
+    yql/essentials/core/issue
+)
+
+GENERATE_ENUM_SERIALIZATION(match_recognize.h)
 GENERATE_ENUM_SERIALIZATION(yql_atom_enums.h)
 
 END()
diff --git a/yql/essentials/core/type_ann/type-ann-coverage.sh b/yql/essentials/core/type_ann/type-ann-coverage.sh
index 09a28963e57..e5336f6aac7 100755
--- a/yql/essentials/core/type_ann/type-ann-coverage.sh
+++ b/yql/essentials/core/type_ann/type-ann-coverage.sh
@@ -1,22 +1,38 @@
 #!/bin/bash
 #
 # Script to collect the type annotation callbacks, being uncovered
-# by minirun test suite. Pass the filename as the first argument
+# by minirun test suite. Pass the coverage report root directory
+# as the first argument, and the filename as the second argument
 # to store the collected list to the particular file.
 set -eu
 
-ARC_ROOT=$(arc rev-parse --show-toplevel)
-REPORT_ROOT=$(mktemp --tmpdir -d yql-essentials-core-type_ann-coverage-XXXXXXX)
+REPORT_ROOT=$1
+# Check whether the desired prefix (i.e. yql/essentials/core/type_ann)
+# is collected (see collect-coverage.sh for the contract).
+COLLECTED_PREFIX=yql/essentials/core/type_ann
+COLLECTED_ANCHOR=${REPORT_ROOT}/collect-coverage.sh/${COLLECTED_PREFIX}/collected
+if [ ! -f ${COLLECTED_ANCHOR} ]; then
+    cat <<NOANCHOR
+==================================================================
+[FATAL] Anchor file is missing: ${COLLECTED_ANCHOR}
+------------------------------------------------------------------
+NB: Looks like the particular prefix (i.e. ${COLLECTED_PREFIX})
+is not set in collect-coverage.sh.
+==================================================================
+NOANCHOR
+    exit 1
+fi
+
 # Save the list with uncovered callbacks into the file, that is
 # given by the first parameter of this script; otherwise, save
 # the list into the temporary file.
-UNCOVERED_FILE=${1:-$(mktemp --tmpdir yql-essentials-core-type_ann-uncovered-XXXXXXX.list)}
+UNCOVERED_FILE=${2:-$(mktemp --tmpdir yql-essentials-core-type_ann-uncovered-XXXXXXX.list)}
 # File with the list of the callbacks to be ignored by coverage.
 UNCOVERED_IGNORE=$(realpath $0 | sed -e 's/\.sh/\.ignore/')
-if [ ! -r $UNCOVERED_IGNORE ]; then
+if [ ! -r ${UNCOVERED_IGNORE} ]; then
     cat <<NOIGNORE
 ==================================================================
-[FATAL] Ignore file is missing: $UNCOVERED_IGNORE
+[FATAL] Ignore file is missing: ${UNCOVERED_IGNORE}
 ------------------------------------------------------------------
 NB: If no uncovered type annotation callbacks ought to be ignored,
 just "touch" the empty file and do not remove it in future.
@@ -25,46 +41,25 @@ NOIGNORE
     exit 1
 fi
 
-# Run the command to collect code coverage over the sources in
-# /yql/essentials/core/type_ann by the minirun test suite.
-# XXX: Here are the rationales for the particular options:
-# * --clang-coverage -- collect the code coverage only for C++
-#                       sources;
-# * --coverage-prefix-filter -- collect the code coverage only
-#                       for the dedicated source files;
-# * --coverage-report --output $REPORT_ROOT -- build the HTML
-#                       report for the collected code coverage;
-# See more info here: https://docs.yandex-team.ru/devtools/test/coverage.
-ya make -tA                                                    \
-    -C ${ARC_ROOT}/yql/essentials/tests/sql/minirun            \
-    -C ${ARC_ROOT}/yql/essentials/tests/s-expressions/minirun  \
-    --build profile                                            \
-    --clang-coverage                                           \
-    --coverage-prefix-filter yql/essentials/core/type_ann      \
-    --coverage-report                                          \
-    --output $REPORT_ROOT                                      \
-    --test-disable-timeout
-
 # Find an anchor to uncovered line in HTML report, ...
 UNCOVERED_ANCHOR="<td class='uncovered-line'><pre>0</pre></td>"
 # ... find the return type of the type annotation callback,
 # preceding the target function name ...
 RETURN_TYPE="IGraphTransformer::TStatus"
 # XXX: See more info re \K here: https://perldoc.perl.org/perlre#%5CK.
-CALLBACK_PREFIX="<td class='code'><pre>\s*$RETURN_TYPE\s*\K"
+CALLBACK_PREFIX="<td class='code'><pre>\s*${RETURN_TYPE}\s*\K"
 # ... and find the parameters types of the type annotation
 # callback, following the target function name.
 INPUT_TYPE="const TExprNode::TPtr&amp; input"
 OUTPUT_TYPE="TExprNode::TPtr&amp; output"
 CONTEXT_TYPE="(?:TExtContext|TContext)&amp; ctx"
-CALLBACK_SUFFIX="(?=\($INPUT_TYPE,\s*$OUTPUT_TYPE,\s*$CONTEXT_TYPE\))"
-grep -oP "$UNCOVERED_ANCHOR$CALLBACK_PREFIX(\w+)$CALLBACK_SUFFIX" \
-    -r $REPORT_ROOT/coverage.report/                              \
-    --no-filename                                                 \
-    | grep -vf $UNCOVERED_IGNORE                                  \
-    | tee -a $UNCOVERED_FILE
+CALLBACK_SUFFIX="(?=\(${INPUT_TYPE},\s*${OUTPUT_TYPE},\s*${CONTEXT_TYPE}\))"
+grep -oP "${UNCOVERED_ANCHOR}${CALLBACK_PREFIX}(\w+)${CALLBACK_SUFFIX}" \
+    -r ${REPORT_ROOT}/coverage.report/                                  \
+    --no-filename                                                       \
+    | grep -vf ${UNCOVERED_IGNORE}                                      \
+    | tee -a ${UNCOVERED_FILE}
 
-rm -rf $REPORT_ROOT
 echo "The list of the uncovered functions: $UNCOVERED_FILE"
 # Make script fail if uncovered list is not empty.
 test ! -s $UNCOVERED_FILE
diff --git a/yql/essentials/core/type_ann/type_ann_join.cpp b/yql/essentials/core/type_ann/type_ann_join.cpp
index cecbaf336a3..66351509dc1 100644
--- a/yql/essentials/core/type_ann/type_ann_join.cpp
+++ b/yql/essentials/core/type_ann/type_ann_join.cpp
@@ -1006,18 +1006,18 @@ namespace NTypeAnnImpl {
             return IGraphTransformer::TStatus::Error;
         }
 
-        TTypeAnnotationNode::TListType itemTypes;
-        if (!EnsureWideStreamBlockType(input->Head(), itemTypes, ctx.Expr)) {
+        TVector<const TItemExprType*> structItems;
+        if (!EnsureBlockListType(input->Head(), structItems, ctx.Expr)) {
             return IGraphTransformer::TStatus::Error;
         }
 
-        auto streamItemType = input->Head().GetTypeAnn()->Cast<TStreamExprType>()->GetItemType();
+        auto listItemType = input->Head().GetTypeAnn()->Cast<TListExprType>()->GetItemType();
         input->SetTypeAnn(ctx.Expr.MakeType<TResourceExprType>(TStringBuilder() <<
-                NKikimr::NMiniKQL::BlockStorageResourcePrefix << FormatType(streamItemType)));
+                NKikimr::NMiniKQL::BlockStorageResourcePrefix << FormatType(listItemType)));
         return IGraphTransformer::TStatus::Ok;
     }
 
-    bool EnsureBlockStorageResource(const TExprNode* resource, const TMultiExprType*& streamItemType, TExtContext& ctx) {
+    bool EnsureBlockStorageResource(const TExprNode* resource, const TStructExprType*& listItemType, TExtContext& ctx) {
         using NKikimr::NMiniKQL::BlockStorageResourcePrefix;
 
         if (!EnsureResourceType(*resource, ctx.Expr)) {
@@ -1045,7 +1045,7 @@ namespace NTypeAnnImpl {
             return false;
         }
 
-        streamItemType = typeNode->GetTypeAnn()->Cast<TTypeExprType>()->GetType()->UserCast<TMultiExprType>(ctx.Expr.GetPosition(resource->Pos()), ctx.Expr);
+        listItemType = typeNode->GetTypeAnn()->Cast<TTypeExprType>()->GetType()->UserCast<TStructExprType>(ctx.Expr.GetPosition(resource->Pos()), ctx.Expr);
         return true;
     }
 
@@ -1059,25 +1059,25 @@ namespace NTypeAnnImpl {
             return IGraphTransformer::TStatus::Error;
         }
 
-        const TMultiExprType* expectedStreamItemType = nullptr;
-        if (!EnsureBlockStorageResource(input->Child(0), expectedStreamItemType, ctx)) {
+        const TStructExprType* expectedListItemType = nullptr;
+        if (!EnsureBlockStorageResource(input->Child(0), expectedListItemType, ctx)) {
             return IGraphTransformer::TStatus::Error;
         }
 
-        TTypeAnnotationNode::TListType itemTypes;
+        TVector<const TItemExprType*> structItems;
         if (!EnsureType(*input->Child(1), ctx.Expr)) {
             return IGraphTransformer::TStatus::Error;
         }
         auto inputType = input->Child(1)->GetTypeAnn()->Cast<TTypeExprType>()->GetType();
-        if (!EnsureWideBlockType(input->Child(1)->Pos(), *inputType, itemTypes, ctx.Expr)) {
+        if (!EnsureBlockStructType(input->Child(1)->Pos(), *inputType, structItems, ctx.Expr)) {
             return IGraphTransformer::TStatus::Error;
         }
-        auto streamItemType = inputType->Cast<TMultiExprType>();
+        auto listItemType = inputType->Cast<TStructExprType>();
 
-        if (!IsSameAnnotation(*streamItemType, *expectedStreamItemType)) {
+        if (!IsSameAnnotation(*listItemType, *expectedListItemType)) {
             ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(input->Pos()),
-                TStringBuilder() << "Mismatch between provided stream item type " << static_cast<const TTypeAnnotationNode&>(*streamItemType)
-                << "and block storage item type " << static_cast<const TTypeAnnotationNode&>(*expectedStreamItemType)));
+                TStringBuilder() << "Mismatch between provided list item type " << static_cast<const TTypeAnnotationNode&>(*listItemType)
+                << "and block storage item type " << static_cast<const TTypeAnnotationNode&>(*expectedListItemType)));
             return IGraphTransformer::TStatus::Error;
         }
 
@@ -1085,14 +1085,13 @@ namespace NTypeAnnImpl {
             return IGraphTransformer::TStatus::Error;
         }
 
-        TVector<ui32> keyColumns;
+        TVector<TStringBuf> keyColumns;
         for (const auto& keyColumnNode : input->Child(2)->Children()) {
-            auto position = GetWideBlockFieldPosition(*streamItemType, keyColumnNode->Content());
-            if (!position) {
+            if (!listItemType->FindItem(keyColumnNode->Content())) {
                 ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyColumnNode->Pos()), TStringBuilder() << "Unknown key column: " << keyColumnNode->Content()));
                 return IGraphTransformer::TStatus::Error;
             }
-            keyColumns.push_back(*position);
+            keyColumns.push_back(keyColumnNode->Content());
         }
 
         auto settingsValidator = [&](TStringBuf settingName, TExprNode& node, TExprContext& ctx) {
@@ -1108,11 +1107,11 @@ namespace NTypeAnnImpl {
         }
 
         input->SetTypeAnn(ctx.Expr.MakeType<TResourceExprType>(TStringBuilder() <<
-                BlockMapJoinIndexResourcePrefix << FormatType(streamItemType) << BlockMapJoinIndexResourceSeparator << JoinSeq(",", keyColumns)));
+                BlockMapJoinIndexResourcePrefix << FormatType(listItemType) << BlockMapJoinIndexResourceSeparator << JoinSeq(",", keyColumns)));
         return IGraphTransformer::TStatus::Ok;
     }
 
-    bool EnsureBlockMapJoinIndexResource(const TExprNode* resource, const TMultiExprType*& streamItemType, TVector<TStringBuf>& keyColumns, TExtContext& ctx) {
+    bool EnsureBlockMapJoinIndexResource(const TExprNode* resource, const TStructExprType*& listItemType, TVector<TStringBuf>& keyColumns, TExtContext& ctx) {
         using NKikimr::NMiniKQL::BlockMapJoinIndexResourcePrefix;
         using NKikimr::NMiniKQL::BlockMapJoinIndexResourceSeparator;
 
@@ -1145,7 +1144,7 @@ namespace NTypeAnnImpl {
             return false;
         }
 
-        streamItemType = resourceTypeNode->GetTypeAnn()->Cast<TTypeExprType>()->GetType()->UserCast<TMultiExprType>(ctx.Expr.GetPosition(resource->Pos()), ctx.Expr);
+        listItemType = resourceTypeNode->GetTypeAnn()->Cast<TTypeExprType>()->GetType()->UserCast<TStructExprType>(ctx.Expr.GetPosition(resource->Pos()), ctx.Expr);
         return true;
     }
 
@@ -1160,7 +1159,7 @@ namespace NTypeAnnImpl {
             return IGraphTransformer::TStatus::Error;
         }
         const auto joinKind = input->Child(3)->Content();
-        if (joinKind != "Inner" && joinKind != "Left" && joinKind != "LeftSemi" && joinKind != "LeftOnly"&& joinKind != "Cross") {
+        if (joinKind != "Inner" && joinKind != "Left" && joinKind != "LeftSemi" && joinKind != "LeftOnly" && joinKind != "Cross") {
             ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(input->Child(3)->Pos()), TStringBuilder() << "Unknown join kind: " << joinKind
                 << ", supported: Inner, Left, LeftSemi, LeftOnly, Cross"));
             return IGraphTransformer::TStatus::Error;
@@ -1173,33 +1172,32 @@ namespace NTypeAnnImpl {
         leftItemTypes.pop_back();
         auto leftStreamItemType = input->Head().GetTypeAnn()->Cast<TStreamExprType>()->GetItemType()->Cast<TMultiExprType>();
 
-        const TMultiExprType* expectedRightStreamItemType = nullptr;
+        const TStructExprType* expectedRightListItemType = nullptr;
         TVector<TStringBuf> expectedRightKeyColumns;
         if (joinKind != "Cross") {
-            if (!EnsureBlockMapJoinIndexResource(input->Child(1), expectedRightStreamItemType, expectedRightKeyColumns, ctx)) {
+            if (!EnsureBlockMapJoinIndexResource(input->Child(1), expectedRightListItemType, expectedRightKeyColumns, ctx)) {
                 return IGraphTransformer::TStatus::Error;
             }
         } else {
-            if (!EnsureBlockStorageResource(input->Child(1), expectedRightStreamItemType, ctx)) {
+            if (!EnsureBlockStorageResource(input->Child(1), expectedRightListItemType, ctx)) {
                 return IGraphTransformer::TStatus::Error;
             }
         }
 
-        TTypeAnnotationNode::TListType rightItemTypes;
+        TVector<const TItemExprType*> rightStructItems;
         if (!EnsureType(*input->Child(2), ctx.Expr)) {
             return IGraphTransformer::TStatus::Error;
         }
         auto rightInputType = input->Child(2)->GetTypeAnn()->Cast<TTypeExprType>()->GetType();
-        if (!EnsureWideBlockType(input->Child(2)->Pos(), *rightInputType, rightItemTypes, ctx.Expr)) {
+        if (!EnsureBlockStructType(input->Child(2)->Pos(), *rightInputType, rightStructItems, ctx.Expr)) {
             return IGraphTransformer::TStatus::Error;
         }
-        rightItemTypes.pop_back();
-        auto rightStreamItemType = rightInputType->Cast<TMultiExprType>();
+        auto rightListItemType = rightInputType->Cast<TStructExprType>();
 
-        if (!IsSameAnnotation(*rightStreamItemType, *expectedRightStreamItemType)) {
+        if (!IsSameAnnotation(*rightListItemType, *expectedRightListItemType)) {
             ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(input->Pos()),
-                TStringBuilder() << "Mismatch between provided right stream item type " << static_cast<const TTypeAnnotationNode&>(*rightStreamItemType)
-                << "and right block storage item type " << static_cast<const TTypeAnnotationNode&>(*expectedRightStreamItemType)));
+                TStringBuilder() << "Mismatch between provided right list item type " << static_cast<const TTypeAnnotationNode&>(*rightListItemType)
+                << "and right block storage item type " << static_cast<const TTypeAnnotationNode&>(*expectedRightListItemType)));
             return IGraphTransformer::TStatus::Error;
         }
 
@@ -1208,69 +1206,78 @@ namespace NTypeAnnImpl {
             return IGraphTransformer::TStatus::Error;
         }
 
-        auto checkKeyColumns = [&](std::unordered_set<ui32>& keyColumns, bool isLeft, const TExprNode& keyColumnsNode, const TMultiExprType* itemType) {
-            if (joinKind == "Cross" && !keyColumnsNode.Children().empty()) {
-                ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyColumnsNode.Pos()), "Specifying key columns is not allowed for cross join"));
-                return false;
-            }
-            for (const auto& keyColumnNode : keyColumnsNode.Children()) {
-                auto position = GetWideBlockFieldPosition(*itemType, keyColumnNode->Content());
-                if (!position) {
-                    ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyColumnNode->Pos()), TStringBuilder() << "Unknown " << (isLeft ? "left" : "right") << " key column: " << keyColumnNode->Content()));
-                    return false;
-                }
-                keyColumns.insert(*position);
+        for (size_t childIdx = 4; childIdx <= 7; childIdx++) {
+            if (!EnsureTupleOfAtoms(*input->Child(childIdx), ctx.Expr)) {
+                return IGraphTransformer::TStatus::Error;
             }
-            return true;
-        };
+        }
 
-        auto checkKeyDrops = [&](std::unordered_set<ui32>& keyDrops, bool isLeft, const std::unordered_set<ui32>& keyColumns, const TExprNode& keyDropsNode, const TMultiExprType* itemType) {
-            if (joinKind == "Cross" && !keyDropsNode.Children().empty()) {
-                ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyDropsNode.Pos()), "Specifying key drops is not allowed for cross join"));
-                return false;
-            }
-            for (const auto& keyDropNode : keyDropsNode.Children()) {
-                auto position = GetWideBlockFieldPosition(*itemType, keyDropNode->Content());
-                if (!position) {
-                    ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyDropNode->Pos()), TStringBuilder() << "Unknown " << (isLeft ? "left" : "right") << " key column: " << keyDropNode->Content()));
-                    return false;
-                }
-                if (!keyColumns.contains(*position)) {
-                    ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyDropNode->Pos()), TStringBuilder() << "Attempted to drop " << (isLeft ? "left" : "right") << " non-key column: " << keyDropNode->Content()));
-                    return false;
-                }
-                if (!keyDrops.insert(*position).second) {
-                    ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyDropNode->Pos()), TStringBuilder() << "Duplicated " << (isLeft ? "left" : "right") << " key drop: " << keyDropNode->Content()));
-                    return false;
-                }
-            }
-            return true;
-        };
+        const auto& leftKeyColumnsNode = *input->Child(4);
+        const auto& leftKeyDropsNode = *input->Child(5);
+        const auto& rightKeyColumnsNode = *input->Child(6);
+        const auto& rightKeyDropsNode = *input->Child(7);
 
-        for (size_t childIdx = 4; childIdx <= 7; childIdx++) {
-            if (!EnsureTupleOfAtoms(*input->Child(childIdx), ctx.Expr)) {
+        if (joinKind == "Cross") {
+            if (!leftKeyColumnsNode.Children().empty() || !rightKeyColumnsNode.Children().empty()) {
+                ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(input->Pos()), "Specifying key columns is not allowed for cross join"));
+                return IGraphTransformer::TStatus::Error;
+            }
+            if (!leftKeyDropsNode.Children().empty() || !rightKeyDropsNode.Children().empty()) {
+                ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(input->Pos()), "Specifying key drops is not allowed for cross join"));
                 return IGraphTransformer::TStatus::Error;
             }
         }
 
         std::unordered_set<ui32> leftKeyColumns;
-        if (!checkKeyColumns(leftKeyColumns, true, *input->Child(4), leftStreamItemType)) {
-            return IGraphTransformer::TStatus::Error;
+        for (const auto& keyColumnNode : leftKeyColumnsNode.Children()) {
+            auto position = GetWideBlockFieldPosition(*leftStreamItemType, keyColumnNode->Content());
+            if (!position) {
+                ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyColumnNode->Pos()), TStringBuilder() << "Unknown left key column: " << keyColumnNode->Content()));
+                return IGraphTransformer::TStatus::Error;
+            }
+            leftKeyColumns.insert(*position);
         }
 
         std::unordered_set<ui32> leftKeyDrops;
-        if (!checkKeyDrops(leftKeyDrops, true, leftKeyColumns, *input->Child(5), leftStreamItemType)) {
-            return IGraphTransformer::TStatus::Error;
+        for (const auto& keyDropNode : leftKeyDropsNode.Children()) {
+            auto position = GetWideBlockFieldPosition(*leftStreamItemType, keyDropNode->Content());
+            if (!position) {
+                ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyDropNode->Pos()), TStringBuilder() << "Unknown left key column: " << keyDropNode->Content()));
+                return IGraphTransformer::TStatus::Error;
+            }
+            if (!leftKeyColumns.contains(*position)) {
+                ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyDropNode->Pos()), TStringBuilder() << "Attempted to drop left non-key column: " << keyDropNode->Content()));
+                return IGraphTransformer::TStatus::Error;
+            }
+            if (!leftKeyDrops.insert(*position).second) {
+                ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyDropNode->Pos()), TStringBuilder() << "Duplicated left key drop: " << keyDropNode->Content()));
+                return IGraphTransformer::TStatus::Error;
+            }
         }
 
-        std::unordered_set<ui32> rightKeyColumns;
-        if (!checkKeyColumns(rightKeyColumns, true, *input->Child(6), rightStreamItemType)) {
-            return IGraphTransformer::TStatus::Error;
+        THashSet<TStringBuf> rightKeyColumns;
+        for (const auto& keyColumnNode : rightKeyColumnsNode.Children()) {
+            if (!rightListItemType->FindItem(keyColumnNode->Content())) {
+                ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyColumnNode->Pos()), TStringBuilder() << "Unknown right key column: " << keyColumnNode->Content()));
+                return IGraphTransformer::TStatus::Error;
+            }
+            rightKeyColumns.insert(keyColumnNode->Content());
         }
 
-        std::unordered_set<ui32> rightKeyDrops;
-        if (!checkKeyDrops(rightKeyDrops, false, rightKeyColumns, *input->Child(7), rightStreamItemType)) {
-            return IGraphTransformer::TStatus::Error;
+        THashSet<TStringBuf> rightKeyDrops;
+        for (const auto& keyDropNode : rightKeyDropsNode.Children()) {
+            if (!rightListItemType->FindItem(keyDropNode->Content())) {
+                ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyDropNode->Pos()), TStringBuilder() << "Unknown right key column: " << keyDropNode->Content()));
+                return IGraphTransformer::TStatus::Error;
+            }
+            if (!rightKeyColumns.contains(keyDropNode->Content())) {
+                ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyDropNode->Pos()), TStringBuilder() << "Attempted to drop right non-key column: " << keyDropNode->Content()));
+                return IGraphTransformer::TStatus::Error;
+            }
+            if (!rightKeyDrops.insert(keyDropNode->Content()).second) {
+                ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(keyDropNode->Pos()), TStringBuilder() << "Duplicated right key drop: " << keyDropNode->Content()));
+                return IGraphTransformer::TStatus::Error;
+            }
         }
 
         if (input->Child(6)->ChildrenSize() != expectedRightKeyColumns.size()) {
@@ -1296,13 +1303,13 @@ namespace NTypeAnnImpl {
         }
 
         if (joinKind != "LeftSemi" && joinKind != "LeftOnly") {
-            for (ui32 pos = 0; pos < rightItemTypes.size(); pos++) {
-                if (rightKeyDrops.contains(pos)) {
+            for (auto item : rightStructItems) {
+                if (rightKeyDrops.contains(item->GetName())) {
                     continue;
                 }
 
-                auto columnType = rightItemTypes[pos];
-                if (joinKind == "Left" && !rightItemTypes[pos]->IsOptionalOrNull()) {
+                auto columnType = item->GetItemType();
+                if (joinKind == "Left" && !columnType->IsOptionalOrNull()) {
                     columnType = ctx.Expr.MakeType<TOptionalExprType>(columnType);
                 }
 
diff --git a/yql/essentials/core/type_ann/type_ann_list.cpp b/yql/essentials/core/type_ann/type_ann_list.cpp
index 8601c606501..e7f6c81ba6d 100644
--- a/yql/essentials/core/type_ann/type_ann_list.cpp
+++ b/yql/essentials/core/type_ann/type_ann_list.cpp
@@ -2760,6 +2760,7 @@ namespace {
     }
 
     IGraphTransformer::TStatus UnionAllWrapper(const TExprNode::TPtr& input, TExprNode::TPtr& output, TContext& ctx) {
+        const bool checkHashes = input->IsCallable("Union");
         switch (input->ChildrenSize()) {
             case 0U:
                 output = ctx.Expr.NewCallable(input->Pos(), "EmptyList", {});
@@ -2857,6 +2858,16 @@ namespace {
             addResultItems(structType);
         }
 
+        if (checkHashes) {
+            for (const auto& r : resultItems) {
+                if (!r->GetItemType()->IsHashable() || !r->GetItemType()->IsEquatable()) {
+                    ctx.Expr.AddError(TIssue(ctx.Expr.GetPosition(input->Pos()), TStringBuilder() << "Expected hashable and equatable type for column: " <<
+                        r->GetName() << ", but got: " << *r->GetItemType()));
+                    return IGraphTransformer::TStatus::Error;
+                }
+            }
+        }
+
         auto structType = ctx.Expr.MakeType<TStructExprType>(resultItems);
         if (!structType->Validate(input->Pos(), ctx.Expr)) {
             return IGraphTransformer::TStatus::Error;
diff --git a/yql/essentials/core/ut/ya.make b/yql/essentials/core/ut/ya.make
index e3a03ad340b..5fdab55b08e 100644
--- a/yql/essentials/core/ut/ya.make
+++ b/yql/essentials/core/ut/ya.make
@@ -4,7 +4,6 @@ SRCS(
     yql_column_order_ut.cpp
     yql_expr_constraint_ut.cpp
     yql_expr_optimize_ut.cpp
-    yql_expr_type_annotation_ut.cpp
     yql_library_compiler_ut.cpp
     yql_opt_utils_ut.cpp
     yql_udf_index_ut.cpp
diff --git a/yql/essentials/core/ut/yql_expr_constraint_ut.cpp b/yql/essentials/core/ut/yql_expr_constraint_ut.cpp
index 45d9f6285de..a4145b9c5a8 100644
--- a/yql/essentials/core/ut/yql_expr_constraint_ut.cpp
+++ b/yql/essentials/core/ut/yql_expr_constraint_ut.cpp
@@ -1124,6 +1124,28 @@ Y_UNIT_TEST_SUITE(TYqlExprConstraints) {
         CheckConstraint<TUniqueConstraintNode>(exprRoot, "LazyList", "Unique((one,{two,xxx},yyy))");
     }
 
+    Y_UNIT_TEST(UniqueNarrowCast) {
+        const auto s = R"((
+            (let res (DataSink 'result))
+            (let list (AsList
+                (AsStruct '('key (String '4)) '('subkey (String 'c)) '('value (String 'x)))
+                (AsStruct '('key (String '1)) '('subkey (String 'b)) '('value (String 'y)))
+                (AsStruct '('key (String '4)) '('subkey (String 'b)) '('value (String 'z)))
+            ))
+            (let list (AssumeUnique list '('key 'subkey)))
+            (let list (Map list (lambda '(item)
+                (SafeCast item (StructType '('key (DataType 'String)) '('value (DataType 'String))))
+            )))
+            (let world (Write! world res (Key) list '()))
+            (let world (Commit! world res))
+            (return world)
+        ))";
+
+        TExprContext exprCtx;
+        const auto exprRoot = ParseAndAnnotate(s, exprCtx);
+        CheckConstraint<TUniqueConstraintNode>(exprRoot, "Map", "");
+    }
+
     Y_UNIT_TEST(Distinct) {
         const auto s = R"((
     (let res (DataSink 'result))
diff --git a/yql/essentials/core/yql_expr_constraint.cpp b/yql/essentials/core/yql_expr_constraint.cpp
index fdfc21946be..e67557d9645 100644
--- a/yql/essentials/core/yql_expr_constraint.cpp
+++ b/yql/essentials/core/yql_expr_constraint.cpp
@@ -665,12 +665,18 @@ private:
         };
 
         const auto filterForUnique = [inItemType, outItemType](const TPartOfConstraintBase::TPathType& path) {
-            const auto castResult = CastResult<Strict>(TPartOfConstraintBase::GetSubTypeByPath(path, *inItemType), TPartOfConstraintBase::GetSubTypeByPath(path, *outItemType));
-            return NUdf::ECastOptions::Complete == castResult || NUdf::ECastOptions::MayFail == castResult;
+            if (const auto outType = TPartOfConstraintBase::GetSubTypeByPath(path, *outItemType)) {
+                const auto castResult = CastResult<Strict>(TPartOfConstraintBase::GetSubTypeByPath(path, *inItemType), outType);
+                return NUdf::ECastOptions::Complete == castResult || NUdf::ECastOptions::MayFail == castResult;
+            }
+            return false;
         };
 
         const auto filterForDistinct = [inItemType, outItemType](const TPartOfConstraintBase::TPathType& path) {
-            return NUdf::ECastOptions::Complete == CastResult<Strict>(TPartOfConstraintBase::GetSubTypeByPath(path, *inItemType), TPartOfConstraintBase::GetSubTypeByPath(path, *outItemType));
+            if (const auto outType = TPartOfConstraintBase::GetSubTypeByPath(path, *outItemType)) {
+                return NUdf::ECastOptions::Complete == CastResult<Strict>(TPartOfConstraintBase::GetSubTypeByPath(path, *inItemType), outType);
+            }
+            return false;
         };
 
         FilterFromHead<TSortedConstraintNode>(input, filter, ctx);
diff --git a/yql/essentials/core/yql_expr_type_annotation.h b/yql/essentials/core/yql_expr_type_annotation.h
index d23ce163e3c..9bad092f76c 100644
--- a/yql/essentials/core/yql_expr_type_annotation.h
+++ b/yql/essentials/core/yql_expr_type_annotation.h
@@ -355,8 +355,4 @@ TStringBuf NormalizeCallableName(TStringBuf name);
 
 void CheckExpectedTypeAndColumnOrder(const TExprNode& node, TExprContext& ctx, TTypeAnnotationContext& typesCtx);
 
-namespace NBlockStreamIO {
-    constexpr bool ReplicateScalars = true;
-} // namespace NBlockStreamIO
-
 }
diff --git a/yql/essentials/core/yql_graph_transformer.h b/yql/essentials/core/yql_graph_transformer.h
index f1f4ff2fa64..e06ab6d6468 100644
--- a/yql/essentials/core/yql_graph_transformer.h
+++ b/yql/essentials/core/yql_graph_transformer.h
@@ -360,7 +360,7 @@ public:
         const auto it = Callbacks_.find(input.Get());
         YQL_ENSURE(it != Callbacks_.cend());
         auto& future = it->second;
-        YQL_ENSURE(future.HasValue());
+        HandleFutureException(future);
         const auto status = future.GetValue()(input, output, ctx);
         Callbacks_.erase(it);
         return status;
diff --git a/yql/essentials/core/yql_type_annotation.cpp b/yql/essentials/core/yql_type_annotation.cpp
index 6de6ecf8bdf..dbe6f27ed03 100644
--- a/yql/essentials/core/yql_type_annotation.cpp
+++ b/yql/essentials/core/yql_type_annotation.cpp
@@ -310,7 +310,7 @@ IGraphTransformer::TStatus TTypeAnnotationContext::SetColumnOrder(const TExprNod
         return IGraphTransformer::TStatus::Error;
     }
 
-    YQL_CLOG(DEBUG, Core) << "Setting column order " << FormatColumnOrder(columnOrder, 10) << " for " << node.Content() << "#" << node.UniqueId();
+    YQL_CLOG(TRACE, Core) << "Setting column order " << FormatColumnOrder(columnOrder, 10) << " for " << node.Content() << "#" << node.UniqueId();
 
     ColumnOrderStorage->Set(node.UniqueId(), columnOrder);
     return IGraphTransformer::TStatus::Ok;
@@ -537,6 +537,12 @@ bool TModuleResolver::AddFromMemory(const TString& fullName, const TString& modu
         ctx.IssueManager.RaiseIssue(addSubIssues(std::move(issue), astRes.Issues));
     }
 
+    if (!sExpr && ModuleChecker) {
+        if (!ModuleChecker(query, fullName, ctx)) {
+            return false;
+        }
+    }
+
     TLibraryCohesion cohesion;
     if (!CompileExpr(*astRes.Root, cohesion, LibsContext)) {
         ctx.AddError(addSubIssues(TIssue(pos, TStringBuilder() << "Failed to compile: " << fullName), LibsContext.IssueManager.GetIssues()));
@@ -647,7 +653,7 @@ IModuleResolver::TPtr TModuleResolver::CreateMutableChild() const {
         throw yexception() << "Module resolver should not contain user data and URL loader";
     }
 
-    return std::make_shared<TModuleResolver>(Translators, &Modules, LibsContext.NextUniqueId, ClusterMapping, SqlFlags, OptimizeLibraries, KnownPackages, Libs, FileAliasPrefix);
+    return std::make_shared<TModuleResolver>(Translators, &Modules, LibsContext.NextUniqueId, ClusterMapping, SqlFlags, OptimizeLibraries, KnownPackages, Libs, FileAliasPrefix, ModuleChecker);
 }
 
 void TModuleResolver::SetFileAliasPrefix(TString&& prefix) {
diff --git a/yql/essentials/core/yql_type_annotation.h b/yql/essentials/core/yql_type_annotation.h
index 401e01454ac..ab2db6e9fbd 100644
--- a/yql/essentials/core/yql_type_annotation.h
+++ b/yql/essentials/core/yql_type_annotation.h
@@ -41,15 +41,19 @@ public:
 
 class TModuleResolver : public IModuleResolver {
 public:
+    using TModuleChecker = std::function<bool(const TString& query, const TString& fileName, TExprContext& ctx)>;
+
     TModuleResolver(const NSQLTranslation::TTranslators& translators, TModulesTable&& modules,
         ui64 nextUniqueId, const THashMap<TString, TString>& clusterMapping,
-        const THashSet<TString>& sqlFlags, bool optimizeLibraries = true, THolder<TExprContext> ownedCtx = {})
+        const THashSet<TString>& sqlFlags, bool optimizeLibraries = true,
+        THolder<TExprContext> ownedCtx = {}, TModuleChecker moduleChecker = {})
         : Translators(translators)
         , OwnedCtx(std::move(ownedCtx))
         , LibsContext(nextUniqueId)
         , Modules(std::move(modules))
         , ClusterMapping(clusterMapping)
         , SqlFlags(sqlFlags)
+        , ModuleChecker(moduleChecker)
         , OptimizeLibraries(optimizeLibraries)
     {
         if (OwnedCtx) {
@@ -60,7 +64,7 @@ public:
     TModuleResolver(const NSQLTranslation::TTranslators& translators, const TModulesTable* parentModules,
         ui64 nextUniqueId, const THashMap<TString, TString>& clusterMapping,
         const THashSet<TString>& sqlFlags, bool optimizeLibraries, const TSet<TString>& knownPackages, const THashMap<TString,
-        THashMap<int, TLibraryCohesion>>& libs, const TString& fileAliasPrefix)
+        THashMap<int, TLibraryCohesion>>& libs, const TString& fileAliasPrefix, TModuleChecker moduleChecker)
         : Translators(translators)
         , ParentModules(parentModules)
         , LibsContext(nextUniqueId)
@@ -68,6 +72,7 @@ public:
         , Libs(libs)
         , ClusterMapping(clusterMapping)
         , SqlFlags(sqlFlags)
+        , ModuleChecker(moduleChecker)
         , OptimizeLibraries(optimizeLibraries)
         , FileAliasPrefix(fileAliasPrefix)
     {
@@ -102,6 +107,10 @@ public:
         SqlFlags = flags;
     }
 
+    void SetModuleChecker(TModuleChecker moduleChecker) {
+        ModuleChecker = moduleChecker;
+    }
+
     void RegisterPackage(const TString& package) override;
     bool SetPackageDefaultVersion(const TString& package, ui32 version) override;
     const TExportTable* GetModule(const TString& module) const override;
@@ -139,6 +148,7 @@ private:
     TModulesTable Modules;
     THashMap<TString, TString> ClusterMapping;
     THashSet<TString> SqlFlags;
+    TModuleChecker ModuleChecker;
     const bool OptimizeLibraries;
     THolder<TExprContext::TFreezeGuard> FreezeGuard;
     TString FileAliasPrefix;
diff --git a/yql/essentials/data/language/pragmas_opensource.json b/yql/essentials/data/language/pragmas_opensource.json
index 4e24ec9b5a8..26cc1c777a0 100644
--- a/yql/essentials/data/language/pragmas_opensource.json
+++ b/yql/essentials/data/language/pragmas_opensource.json
@@ -1 +1 @@
-[{"name":"yt.Annotations"},{"name":"yt.ApplyStoredConstraints"},{"name":"yt.Auth"},{"name":"yt.AutoMerge"},{"name":"yt.BatchListFolderConcurrency"},{"name":"yt.BinaryExpirationInterval"},{"name":"yt.BinaryTmpFolder"},{"name":"yt.BlockMapJoin"},{"name":"yt.BlockReaderSupportedDataTypes"},{"name":"yt.BlockReaderSupportedTypes"},{"name":"yt.BufferRowCount"},{"name":"yt.ClientMapTimeout"},{"name":"yt.ColumnGroupMode"},{"name":"yt.CombineCoreLimit"},{"name":"yt.CommonJoinCoreLimit"},{"name":"yt.CompactForDistinct"},{"name":"yt.CoreDumpPath"},{"name":"yt.DQRPCReaderInflight"},{"name":"yt.DQRPCReaderTimeout"},{"name":"yt.DataSizePerJob"},{"name":"yt.DataSizePerMapJob"},{"name":"yt.DataSizePerPartition"},{"name":"yt.DataSizePerSortJob"},{"name":"yt.DefaultCalcMemoryLimit"},{"name":"yt.DefaultCluster"},{"name":"yt.DefaultLocalityTimeout"},{"name":"yt.DefaultMapSelectivityFactor"},{"name":"yt.DefaultMaxJobFails"},{"name":"yt.DefaultMemoryDigestLowerBound"},{"name":"yt.DefaultMemoryLimit"},{"name":"yt.DefaultMemoryReserveFactor"},{"name":"yt.DefaultOperationWeight"},{"name":"yt.DefaultRuntimeCluster"},{"name":"yt.Description"},{"name":"yt.DisableFuseOperations"},{"name":"yt.DisableJobSplitting"},{"name":"yt.DisableOptimizers"},{"name":"yt.DockerImage"},{"name":"yt.DqPruneKeyFilterLambda"},{"name":"yt.DropUnusedKeysFromKeyFilter"},{"name":"yt.EnableDynamicStoreReadInDQ"},{"name":"yt.EnableFuseMapToMapReduce"},{"name":"yt.EnforceJobUtc"},{"name":"yt.ErasureCodecCpu"},{"name":"yt.ErasureCodecCpuForDq"},{"name":"yt.EvaluationTableSizeLimit"},{"name":"yt.ExpirationDeadline"},{"name":"yt.ExpirationInterval"},{"name":"yt.ExtendTableLimit"},{"name":"yt.ExtendedStatsMaxChunkCount"},{"name":"yt.ExternalTx"},{"name":"yt.ExtraTmpfsSize"},{"name":"yt.FileCacheTtl"},{"name":"yt.FmrOperationSpec"},{"name":"yt.FolderInlineDataLimit"},{"name":"yt.FolderInlineItemsLimit"},{"name":"yt.ForceInferSchema"},{"name":"yt.ForceJobSizeAdjuster"},{"name":"yt.ForceTmpSecurity"},{"name":"yt.GeobaseDownloadUrl"},{"name":"yt.HybridDqDataSizeLimitForOrdered"},{"name":"yt.HybridDqDataSizeLimitForUnordered"},{"name":"yt.HybridDqExecution"},{"name":"yt.HybridDqExecutionFallback"},{"name":"yt.IgnoreTypeV3"},{"name":"yt.IgnoreWeakSchema"},{"name":"yt.IgnoreYamrDsv"},{"name":"yt.InferSchema"},{"name":"yt.InferSchemaMode"},{"name":"yt.InferSchemaTableCountThreshold"},{"name":"yt.InflightTempTablesLimit"},{"name":"yt.IntermediateAccount"},{"name":"yt.IntermediateDataMedium"},{"name":"yt.IntermediateReplicationFactor"},{"name":"yt.JavascriptCpu"},{"name":"yt.JobBlockInput"},{"name":"yt.JobBlockInputSupportedDataTypes"},{"name":"yt.JobBlockInputSupportedTypes"},{"name":"yt.JobBlockOutput"},{"name":"yt.JobBlockOutputSupportedDataTypes"},{"name":"yt.JobBlockOutputSupportedTypes"},{"name":"yt.JobBlockTableContent"},{"name":"yt.JobEnv"},{"name":"yt.JoinAllowColumnRenames"},{"name":"yt.JoinCollectColumnarStatistics"},{"name":"yt.JoinColumnarStatisticsFetcherMode"},{"name":"yt.JoinCommonUseMapMultiOut"},{"name":"yt.JoinEnableStarJoin"},{"name":"yt.JoinMergeForce"},{"name":"yt.JoinMergeReduceJobMaxSize"},{"name":"yt.JoinMergeSetTopLevelFullSort"},{"name":"yt.JoinMergeTablesLimit"},{"name":"yt.JoinMergeUnsortedFactor"},{"name":"yt.JoinMergeUseSmallAsPrimary"},{"name":"yt.JoinUseColumnarStatistics"},{"name":"yt.JoinWaitAllInputs"},{"name":"yt.KeepTempTables"},{"name":"yt.KeyFilterForStartsWith"},{"name":"yt.LLVMMemSize"},{"name":"yt.LLVMNodeCountLimit"},{"name":"yt.LLVMPerNodeMemSize"},{"name":"yt.LayerPaths"},{"name":"yt.LocalCalcLimit"},{"name":"yt.LookupJoinLimit"},{"name":"yt.LookupJoinMaxRows"},{"name":"yt.MapJoinLimit"},{"name":"yt.MapJoinShardCount"},{"name":"yt.MapJoinShardMinRows"},{"name":"yt.MapJoinUseFlow"},{"name":"yt.MapLocalityTimeout"},{"name":"yt.MaxChunksForDqRead"},{"name":"yt.MaxColumnGroups"},{"name":"yt.MaxCpuUsageToFuseMultiOuts"},{"name":"yt.MaxExtraJobMemoryToFuseOperations"},{"name":"yt.MaxInputTables"},{"name":"yt.MaxInputTablesForSortedMerge"},{"name":"yt.MaxJobCount"},{"name":"yt.MaxKeyRangeCount"},{"name":"yt.MaxKeyWeight"},{"name":"yt.MaxOperationFiles"},{"name":"yt.MaxOutputTables"},{"name":"yt.MaxReplicationFactorToFuseMultiOuts"},{"name":"yt.MaxReplicationFactorToFuseOperations"},{"name":"yt.MaxRowWeight"},{"name":"yt.MaxSpeculativeJobCountPerTask"},{"name":"yt.MergeAdjacentPointRanges"},{"name":"yt.MinColumnGroupSize"},{"name":"yt.MinLocalityInputDataWeight"},{"name":"yt.MinPublishedAvgChunkSize"},{"name":"yt.MinTempAvgChunkSize"},{"name":"yt.NativeYtTypeCompatibility"},{"name":"yt.NetworkProject"},{"name":"yt.NightlyCompress"},{"name":"yt.OperationReaders"},{"name":"yt.OperationSpec"},{"name":"yt.OptimizeFor"},{"name":"yt.Owners"},{"name":"yt.ParallelOperationsLimit"},{"name":"yt.PartitionByConstantKeysViaMap"},{"name":"yt.Pool"},{"name":"yt.PoolTrees"},{"name":"yt.PrimaryMedium"},{"name":"yt.PruneKeyFilterLambda"},{"name":"yt.PruneQLFilterLambda"},{"name":"yt.PublishedAutoMerge"},{"name":"yt.PublishedCompressionCodec"},{"name":"yt.PublishedErasureCodec"},{"name":"yt.PublishedMedia"},{"name":"yt.PublishedPrimaryMedium"},{"name":"yt.PublishedReplicationFactor"},{"name":"yt.PythonCpu"},{"name":"yt.QueryCacheChunkLimit"},{"name":"yt.QueryCacheIgnoreTableRevision"},{"name":"yt.QueryCacheMode"},{"name":"yt.QueryCacheSalt"},{"name":"yt.QueryCacheTtl"},{"name":"yt.QueryCacheUseExpirationTimeout"},{"name":"yt.QueryCacheUseForCalc"},{"name":"yt.ReduceLocalityTimeout"},{"name":"yt.ReleaseTempData"},{"name":"yt.ReportEquiJoinStats"},{"name":"yt.RuntimeCluster"},{"name":"yt.RuntimeClusterSelection"},{"name":"yt.SamplingIoBlockSize"},{"name":"yt.SchedulingTag"},{"name":"yt.SchedulingTagFilter"},{"name":"yt.ScriptCpu"},{"name":"yt.SortLocalityTimeout"},{"name":"yt.StartedBy"},{"name":"yt.StaticPool"},{"name":"yt.SuspendIfAccountLimitExceeded"},{"name":"yt.SwitchLimit"},{"name":"yt.TableContentColumnarStatistics"},{"name":"yt.TableContentCompressLevel"},{"name":"yt.TableContentDeliveryMode"},{"name":"yt.TableContentLocalExecution"},{"name":"yt.TableContentMaxChunksForNativeDelivery"},{"name":"yt.TableContentMaxInputTables"},{"name":"yt.TableContentMinAvgChunkSize"},{"name":"yt.TableContentTmpFolder"},{"name":"yt.TableContentUseSkiff"},{"name":"yt.TablesTmpFolder"},{"name":"yt.TempTablesTtl"},{"name":"yt.TemporaryAutoMerge"},{"name":"yt.TemporaryCompressionCodec"},{"name":"yt.TemporaryErasureCodec"},{"name":"yt.TemporaryMedia"},{"name":"yt.TemporaryPrimaryMedium"},{"name":"yt.TemporaryReplicationFactor"},{"name":"yt.TentativePoolTrees"},{"name":"yt.TentativeTreeEligibilityMaxJobDurationRatio"},{"name":"yt.TentativeTreeEligibilityMinJobDuration"},{"name":"yt.TentativeTreeEligibilitySampleJobCount"},{"name":"yt.TmpFolder"},{"name":"yt.TopSortMaxLimit"},{"name":"yt.TopSortRowMultiplierPerJob"},{"name":"yt.TopSortSizePerJob"},{"name":"yt.UseAggPhases"},{"name":"yt.UseColumnGroupsFromInputTables"},{"name":"yt.UseColumnarStatistics"},{"name":"yt.UseDefaultTentativePoolTrees"},{"name":"yt.UseFlow"},{"name":"yt.UseIntermediateSchema"},{"name":"yt.UseIntermediateStreams"},{"name":"yt.UseNativeDescSort"},{"name":"yt.UseNativeYtTypes"},{"name":"yt.UseNewPredicateExtraction"},{"name":"yt.UsePartitionsByKeysForFinalAgg"},{"name":"yt.UseQLFilter"},{"name":"yt.UseRPCReaderInDQ"},{"name":"yt.UseSkiff"},{"name":"yt.UseSystemColumns"},{"name":"yt.UseTmpfs"},{"name":"yt.UseTypeV2"},{"name":"yt.UseYqlRowSpecCompactForm"},{"name":"yt.UserSlots"},{"name":"yt.ViewIsolation"},{"name":"yt.WideFlowLimit"},{"name":"dq.AggregateStatsByStage"},{"name":"dq.AnalyticsHopping"},{"name":"dq.AnalyzeQuery"},{"name":"dq.ChannelBufferSize"},{"name":"dq.ChunkSizeLimit"},{"name":"dq.CollectCoreDumps"},{"name":"dq.ComputeActorType"},{"name":"dq.DataSizePerJob"},{"name":"dq.DisableCheckpoints"},{"name":"dq.DisableLLVMForBlockStages"},{"name":"dq.EnableChannelStats"},{"name":"dq.EnableComputeActor"},{"name":"dq.EnableDqReplicate"},{"name":"dq.EnableFullResultWrite"},{"name":"dq.EnableInsert"},{"name":"dq.EnableSpillingInChannels"},{"name":"dq.EnableSpillingNodes"},{"name":"dq.EnableStrip"},{"name":"dq.ExportStats"},{"name":"dq.FallbackPolicy"},{"name":"dq.HashJoinMode"},{"name":"dq.HashShuffleMaxTasks"},{"name":"dq.HashShuffleTasksRatio"},{"name":"dq.MaxDataSizePerJob"},{"name":"dq.MaxDataSizePerQuery"},{"name":"dq.MaxNetworkRetries"},{"name":"dq.MaxRetries"},{"name":"dq.MaxTasksPerOperation"},{"name":"dq.MaxTasksPerStage"},{"name":"dq.MemoryLimit"},{"name":"dq.OptLLVM"},{"name":"dq.OutputChunkMaxSize"},{"name":"dq.ParallelOperationsLimit"},{"name":"dq.PingTimeoutMs"},{"name":"dq.PullRequestTimeoutMs"},{"name":"dq.QueryTimeout"},{"name":"dq.RetryBackoffMs"},{"name":"dq.Scheduler"},{"name":"dq.SpillingEngine"},{"name":"dq.SplitStageOnDqReplicate"},{"name":"dq.TaskRunnerStats"},{"name":"dq.UseAggPhases"},{"name":"dq.UseBlockReader"},{"name":"dq.UseFastPickleTransport"},{"name":"dq.UseFinalizeByKey"},{"name":"dq.UseGraceJoinCoreForMap"},{"name":"dq.UseOOBTransport"},{"name":"dq.UseSimpleYtReader"},{"name":"dq.UseWideBlockChannels"},{"name":"dq.UseWideChannels"},{"name":"dq.WatermarksEnableIdlePartitions"},{"name":"dq.WatermarksGranularityMs"},{"name":"dq.WatermarksLateArrivalDelayMs"},{"name":"dq.WatermarksMode"},{"name":"dq.WorkerFilter"},{"name":"dq.WorkersPerOperation"},{"name":"AllowDotInAlias"},{"name":"AllowUnnamedColumns"},{"name":"AnsiCurrentRow"},{"name":"AnsiImplicitCrossJoin"},{"name":"AnsiInForEmptyOrNullableItemsCollections"},{"name":"AnsiLike"},{"name":"AnsiOptionalAs"},{"name":"AnsiRankForNullableKeys"},{"name":"AutoCommit"},{"name":"BlockEngine"},{"name":"BlockEngineEnable"},{"name":"BlockEngineForce"},{"name":"BogousStarInGroupByOverJoin"},{"name":"CheckedOps"},{"name":"ClassicDivision"},{"name":"CoalesceJoinKeysOnQualifiedAll"},{"name":"CompactGroupBy"},{"name":"CompactNamedExprs"},{"name":"CostBasedOptimizer"},{"name":"DataWatermarks"},{"name":"DirectRead"},{"name":"DisableAnsiCurrentRow"},{"name":"DisableAnsiImplicitCrossJoin"},{"name":"DisableAnsiInForEmptyOrNullableItemsCollections"},{"name":"DisableAnsiLike"},{"name":"DisableAnsiOptionalAs"},{"name":"DisableAnsiRankForNullableKeys"},{"name":"DisableBlockEngineEnable"},{"name":"DisableBlockEngineForce"},{"name":"DisableBogousStarInGroupByOverJoin"},{"name":"DisableCoalesceJoinKeysOnQualifiedAll"},{"name":"DisableCompactGroupBy"},{"name":"DisableCompactNamedExprs"},{"name":"DisableDistinctOverWindow"},{"name":"DisableDqEngineEnable"},{"name":"DisableDqEngineForce"},{"name":"DisableEmitAggApply"},{"name":"DisableEmitStartsWith"},{"name":"DisableEmitTableSource"},{"name":"DisableEmitUnionMerge"},{"name":"DisableFilterPushdownOverJoinOptionalSide"},{"name":"DisableFlexibleTypes"},{"name":"DisableJsonQueryReturnsJsonDocument"},{"name":"DisableOrderedColumns"},{"name":"DisablePullUpFlatMapOverJoin"},{"name":"DisableRegexUseRe2"},{"name":"DisableRotateJoinTree"},{"name":"DisableSeqMode"},{"name":"DisableSimpleColumns"},{"name":"DisableStrictJoinKeyTypes"},{"name":"DisableUnicodeLiterals"},{"name":"DisableUnorderedResult"},{"name":"DisableUnorderedSubqueries"},{"name":"DisableUseBlocks"},{"name":"DisableValidateUnusedExprs"},{"name":"DisableWarnOnAnsiAliasShadowing"},{"name":"DisableWarnUntypedStringLiterals"},{"name":"DiscoveryMode"},{"name":"DistinctOverWindow"},{"name":"DqEngine"},{"name":"DqEngineEnable"},{"name":"DqEngineForce"},{"name":"EmitAggApply"},{"name":"EmitStartsWith"},{"name":"EmitTableSource"},{"name":"EmitUnionMerge"},{"name":"EnableSystemColumns"},{"name":"Engine"},{"name":"ErrorMsg"},{"name":"FeatureR010"},{"name":"File"},{"name":"FileOption"},{"name":"FilterPushdownOverJoinOptionalSide"},{"name":"FlexibleTypes"},{"name":"Folder"},{"name":"Greetings"},{"name":"GroupByCubeLimit"},{"name":"GroupByLimit"},{"name":"JsonQueryReturnsJsonDocument"},{"name":"Library"},{"name":"OrderedColumns"},{"name":"OverrideLibrary"},{"name":"Package"},{"name":"PackageVersion"},{"name":"PathPrefix"},{"name":"PositionalUnionAll"},{"name":"PqReadBy"},{"name":"PullUpFlatMapOverJoin"},{"name":"RefSelect"},{"name":"RegexUseRe2"},{"name":"ResultRowsLimit"},{"name":"ResultSizeLimit"},{"name":"RotateJoinTree"},{"name":"RuntimeLogLevel"},{"name":"SampleSelect"},{"name":"SeqMode"},{"name":"SimpleColumns"},{"name":"StrictJoinKeyTypes"},{"name":"Udf"},{"name":"UnicodeLiterals"},{"name":"UnorderedResult"},{"name":"UnorderedSubqueries"},{"name":"UseBlocks"},{"name":"UseTablePrefixForEach"},{"name":"ValidateUnusedExprs"},{"name":"WarnOnAnsiAliasShadowing"},{"name":"WarnUnnamedColumns"},{"name":"WarnUntypedStringLiterals"},{"name":"Warning"},{"name":"WarningMsg"},{"name":"yson.AutoConvert"},{"name":"yson.CastToString"},{"name":"yson.DisableCastToString"},{"name":"yson.DisableStrict"},{"name":"yson.Strict"}]
+[{"name":"yt.Annotations"},{"name":"yt.ApplyStoredConstraints"},{"name":"yt.Auth"},{"name":"yt.AutoMerge"},{"name":"yt.BatchListFolderConcurrency"},{"name":"yt.BinaryExpirationInterval"},{"name":"yt.BinaryTmpFolder"},{"name":"yt.BlockMapJoin"},{"name":"yt.BlockReaderSupportedDataTypes"},{"name":"yt.BlockReaderSupportedTypes"},{"name":"yt.BufferRowCount"},{"name":"yt.ClientMapTimeout"},{"name":"yt.ColumnGroupMode"},{"name":"yt.CombineCoreLimit"},{"name":"yt.CommonJoinCoreLimit"},{"name":"yt.CompactForDistinct"},{"name":"yt.CoreDumpPath"},{"name":"yt.DQRPCReaderInflight"},{"name":"yt.DQRPCReaderTimeout"},{"name":"yt.DataSizePerJob"},{"name":"yt.DataSizePerMapJob"},{"name":"yt.DataSizePerPartition"},{"name":"yt.DataSizePerSortJob"},{"name":"yt.DefaultCalcMemoryLimit"},{"name":"yt.DefaultCluster"},{"name":"yt.DefaultLocalityTimeout"},{"name":"yt.DefaultMapSelectivityFactor"},{"name":"yt.DefaultMaxJobFails"},{"name":"yt.DefaultMemoryDigestLowerBound"},{"name":"yt.DefaultMemoryLimit"},{"name":"yt.DefaultMemoryReserveFactor"},{"name":"yt.DefaultOperationWeight"},{"name":"yt.DefaultRuntimeCluster"},{"name":"yt.Description"},{"name":"yt.DisableFuseOperations"},{"name":"yt.DisableJobSplitting"},{"name":"yt.DisableOptimizers"},{"name":"yt.DockerImage"},{"name":"yt.DqPruneKeyFilterLambda"},{"name":"yt.DropUnusedKeysFromKeyFilter"},{"name":"yt.EnableDynamicStoreReadInDQ"},{"name":"yt.EnableFuseMapToMapReduce"},{"name":"yt.EnforceJobUtc"},{"name":"yt.ErasureCodecCpu"},{"name":"yt.ErasureCodecCpuForDq"},{"name":"yt.EvaluationTableSizeLimit"},{"name":"yt.ExpirationDeadline"},{"name":"yt.ExpirationInterval"},{"name":"yt.ExtendTableLimit"},{"name":"yt.ExtendedStatsMaxChunkCount"},{"name":"yt.ExternalTx"},{"name":"yt.ExtraTmpfsSize"},{"name":"yt.FileCacheTtl"},{"name":"yt.FmrOperationSpec"},{"name":"yt.FolderInlineDataLimit"},{"name":"yt.FolderInlineItemsLimit"},{"name":"yt.ForceInferSchema"},{"name":"yt.ForceJobSizeAdjuster"},{"name":"yt.ForceTmpSecurity"},{"name":"yt.GeobaseDownloadUrl"},{"name":"yt.HybridDqDataSizeLimitForOrdered"},{"name":"yt.HybridDqDataSizeLimitForUnordered"},{"name":"yt.HybridDqExecution"},{"name":"yt.HybridDqExecutionFallback"},{"name":"yt.IgnoreTypeV3"},{"name":"yt.IgnoreWeakSchema"},{"name":"yt.IgnoreYamrDsv"},{"name":"yt.InferSchema"},{"name":"yt.InferSchemaMode"},{"name":"yt.InferSchemaTableCountThreshold"},{"name":"yt.InflightTempTablesLimit"},{"name":"yt.IntermediateAccount"},{"name":"yt.IntermediateDataMedium"},{"name":"yt.IntermediateReplicationFactor"},{"name":"yt.JavascriptCpu"},{"name":"yt.JobBlockInput"},{"name":"yt.JobBlockInputSupportedDataTypes"},{"name":"yt.JobBlockInputSupportedTypes"},{"name":"yt.JobBlockOutput"},{"name":"yt.JobBlockOutputSupportedDataTypes"},{"name":"yt.JobBlockOutputSupportedTypes"},{"name":"yt.JobBlockTableContent"},{"name":"yt.JobEnv"},{"name":"yt.JoinAllowColumnRenames"},{"name":"yt.JoinCollectColumnarStatistics"},{"name":"yt.JoinColumnarStatisticsFetcherMode"},{"name":"yt.JoinCommonUseMapMultiOut"},{"name":"yt.JoinEnableStarJoin"},{"name":"yt.JoinMergeForce"},{"name":"yt.JoinMergeReduceJobMaxSize"},{"name":"yt.JoinMergeSetTopLevelFullSort"},{"name":"yt.JoinMergeTablesLimit"},{"name":"yt.JoinMergeUnsortedFactor"},{"name":"yt.JoinMergeUseSmallAsPrimary"},{"name":"yt.JoinUseColumnarStatistics"},{"name":"yt.JoinWaitAllInputs"},{"name":"yt.KeepTempTables"},{"name":"yt.KeyFilterForStartsWith"},{"name":"yt.LLVMMemSize"},{"name":"yt.LLVMNodeCountLimit"},{"name":"yt.LLVMPerNodeMemSize"},{"name":"yt.LayerPaths"},{"name":"yt.LocalCalcLimit"},{"name":"yt.LookupJoinLimit"},{"name":"yt.LookupJoinMaxRows"},{"name":"yt.MapJoinLimit"},{"name":"yt.MapJoinShardCount"},{"name":"yt.MapJoinShardMinRows"},{"name":"yt.MapJoinUseFlow"},{"name":"yt.MapLocalityTimeout"},{"name":"yt.MaxChunksForDqRead"},{"name":"yt.MaxColumnGroups"},{"name":"yt.MaxCpuUsageToFuseMultiOuts"},{"name":"yt.MaxExtraJobMemoryToFuseOperations"},{"name":"yt.MaxInputTables"},{"name":"yt.MaxInputTablesForSortedMerge"},{"name":"yt.MaxJobCount"},{"name":"yt.MaxKeyRangeCount"},{"name":"yt.MaxKeyWeight"},{"name":"yt.MaxOperationFiles"},{"name":"yt.MaxOutputTables"},{"name":"yt.MaxReplicationFactorToFuseMultiOuts"},{"name":"yt.MaxReplicationFactorToFuseOperations"},{"name":"yt.MaxRowWeight"},{"name":"yt.MaxSpeculativeJobCountPerTask"},{"name":"yt.MergeAdjacentPointRanges"},{"name":"yt.MinColumnGroupSize"},{"name":"yt.MinLocalityInputDataWeight"},{"name":"yt.MinPublishedAvgChunkSize"},{"name":"yt.MinTempAvgChunkSize"},{"name":"yt.NativeYtTypeCompatibility"},{"name":"yt.NetworkProject"},{"name":"yt.NightlyCompress"},{"name":"yt.OperationReaders"},{"name":"yt.OperationSpec"},{"name":"yt.OptimizeFor"},{"name":"yt.Owners"},{"name":"yt.ParallelOperationsLimit"},{"name":"yt.PartitionByConstantKeysViaMap"},{"name":"yt.Pool"},{"name":"yt.PoolTrees"},{"name":"yt.PrimaryMedium"},{"name":"yt.PruneKeyFilterLambda"},{"name":"yt.PruneQLFilterLambda"},{"name":"yt.PublishedAutoMerge"},{"name":"yt.PublishedCompressionCodec"},{"name":"yt.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diff --git a/yql/essentials/data/language/rules_corr_basic.json b/yql/essentials/data/language/rules_corr_basic.json
index 5f7c7b05c8a..783c4e6825d 100644
--- a/yql/essentials/data/language/rules_corr_basic.json
+++ b/yql/essentials/data/language/rules_corr_basic.json
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diff --git a/yql/essentials/data/language/statements_opensource.json b/yql/essentials/data/language/statements_opensource.json
index a3bd452b180..d26308b6a3d 100644
--- a/yql/essentials/data/language/statements_opensource.json
+++ b/yql/essentials/data/language/statements_opensource.json
@@ -1 +1 @@
-{"read":{"yt":{"hints":[{"name":"infer_scheme"},{"name":"force_infer_schema"},{"name":"inline"},{"name":"xlock"},{"name":"unordered"},{"name":"non_unique"},{"name":"ignore_type_v3"}]}},"insert":{"yt":{"hints":[{"name":"truncate"},{"name":"compression_codec"},{"name":"erasure_codec"},{"name":"expiration"},{"name":"replication_factor"},{"name":"user_attrs"},{"name":"media"},{"name":"primary_medium"},{"name":"keep_meta"},{"name":"monotonic_keys"},{"name":"column_groups"},{"name":"security_tags"}]}},"replace":{},"upsert":{},"update":{},"delete":{},"create_table":{},"create_view":{}}
+{"read":{"yt":{"hints":[{"name":"infer_scheme"},{"name":"inferscheme"},{"name":"infer_schema"},{"name":"inferschema"},{"name":"force_infer_schema"},{"name":"forceinferschema"},{"name":"inline"},{"name":"xlock"},{"name":"unordered"},{"name":"non_unique"},{"name":"nonUnique"},{"name":"ignore_type_v3"},{"name":"ignoretypev3"}]}},"insert":{"yt":{"hints":[{"name":"truncate"},{"name":"compression_codec"},{"name":"compressioncodec"},{"name":"erasure_codec"},{"name":"erasurecodec"},{"name":"expiration"},{"name":"replication_factor"},{"name":"replicationfactor"},{"name":"user_attrs"},{"name":"userattrs"},{"name":"media"},{"name":"primary_medium"},{"name":"primarymedium"},{"name":"keep_meta"},{"name":"keepmeta"},{"name":"monotonic_keys"},{"name":"monotonickeys"},{"name":"column_groups"},{"name":"columngroups"},{"name":"security_tags"},{"name":"securitytags"}]}},"replace":{},"upsert":{},"update":{},"delete":{},"create_table":{},"create_view":{}}
diff --git a/yql/essentials/docs/en/builtins/list.md b/yql/essentials/docs/en/builtins/list.md
index 50b8182ee7a..fffa60aaf9c 100644
--- a/yql/essentials/docs/en/builtins/list.md
+++ b/yql/essentials/docs/en/builtins/list.md
@@ -322,7 +322,12 @@ Returns `true` for a list of Boolean values, if:
 * `ListAny`: At least one element is `true`.
 * `ListAll`: All elements are `true`.
 
-Otherwise, it returns false.
+Otherwise, it returns `false`.
+
+Results on an empty list:
+
+* `ListAny` returns `false`;
+* `ListAll` returns `true`.
 
 #### Examples
 
diff --git a/yql/essentials/docs/ru/builtins/list.md b/yql/essentials/docs/ru/builtins/list.md
index 4e153ef7bf8..aad2f4e3a32 100644
--- a/yql/essentials/docs/ru/builtins/list.md
+++ b/yql/essentials/docs/ru/builtins/list.md
@@ -528,7 +528,12 @@ ListUniqStable(List<T>?)->List<T>?
 * `ListAny` — хотя бы один элемент равен `true`;
 * `ListAll` — все элементы равны `true`.
 
-В противном случае возвращает false.
+В противном случае возвращает `false`.
+
+Поведение на пустом списке:
+
+* `ListAny` возвращает `false`;
+* `ListAll` возвращает `true`.
 
 #### Примеры
 
diff --git a/yql/essentials/docs/ru/syntax/group_by.md b/yql/essentials/docs/ru/syntax/group_by.md
index 4e1acc58968..2d5d3422356 100644
--- a/yql/essentials/docs/ru/syntax/group_by.md
+++ b/yql/essentials/docs/ru/syntax/group_by.md
@@ -19,7 +19,7 @@ GROUP BY
                               -- которое может быть использовано в SELECT
 ```
 
-Запрос вида `SELECT * FROM table GROUP BY k1, k2, ...` вернет все колонки, перечисленные в GROUP BY, то есть экивалентент запросу `SELECT DISTINCT k1, k2, ... FROM table`.
+Запрос вида `SELECT * FROM table GROUP BY k1, k2, ...` вернет все колонки, перечисленные в GROUP BY, то есть эквивалентен запросу `SELECT DISTINCT k1, k2, ... FROM table`.
 
 Звездочка может также применяться в качестве аргумента агрегатной функции `COUNT`. `COUNT(*)` означает "число строк в группе".
 
@@ -101,8 +101,8 @@ GROUP BY user, SessionWindow(<time_expr>, <timeout_expr>) AS session_start
 
 * `<order_expr>` – выражение по которому сортируется исходная партиция
 * `<init_lambda>` – лямбда-функция для инициализации состояния расчета сессий. Имеет сигнатуру `(TableRow())->State`. Вызывается один раз на первом (по порядку сортировки) элементе исходной партиции
-* `<update_lambda>` – лямбда-функция для обновления состояния расчета сессий и определения границ сессий. Имеет сигнатуру `(TableRow(), State)->Tuple<Bool, State>`. Вызывается на каждом элементе исходной партиции, кроме первого. Новое значения состояния вычисляется на основе текущей строки таблицы и предыдущего состояния. Если первый элемент возвращенного кортежа имеет значение `True`, то с _текущей_ строки начнется новая сессия. Ключ новой сессии получается путем применения `<calculate_lambda>` ко второму элементу кортежа.
-* `<calculate_lambda>` – лямбда-функция для вычисления ключа сессии ("значения" SessionWindow(), которое также доступно через SessionStart()). Функция имеет сигнатуру `(TableRow(), State)->SessionKey`. Вызывается на первом элемента партиции (после `<init_lambda>`) и на тех элементах, для которых `<update_lambda>` вернула `True` в качестве первого элемента кортежа. Стоит отметить, что для начала новой сессии необходимо, чтобы `<calculate_lambda>` вернула значение, которое отличается от предыдущего ключа сессии. При этом сессии с одинаковыми ключами не объединяются. Например, если `<calculate_lambda>` последовательно возвращает `0, 1, 0, 1`, то это будут четыре различные сессии.
+* `<update_lambda>` – лямбда-функция для обновления состояния расчета сессий и определения границ сессий. Имеет сигнатуру `(TableRow(), State)->Tuple<Bool, State>`. Вызывается на каждом элементе исходной партиции, кроме первого. Новое значение состояния вычисляется на основе текущей строки таблицы и предыдущего состояния. Если первый элемент возвращенного кортежа имеет значение `True`, то с _текущей_ строки начнется новая сессия. Ключ новой сессии получается путем применения `<calculate_lambda>` ко второму элементу кортежа.
+* `<calculate_lambda>` – лямбда-функция для вычисления ключа сессии ("значения" SessionWindow(), которое также доступно через SessionStart()). Функция имеет сигнатуру `(TableRow(), State)->SessionKey`. Вызывается на первом элементе партиции (после `<init_lambda>`) и на тех элементах, для которых `<update_lambda>` вернула `True` в качестве первого элемента кортежа. Стоит отметить, что для начала новой сессии необходимо, чтобы `<calculate_lambda>` вернула значение, которое отличается от предыдущего ключа сессии. При этом сессии с одинаковыми ключами не объединяются. Например, если `<calculate_lambda>` последовательно возвращает `0, 1, 0, 1`, то это будут четыре различные сессии.
 
 С помощью расширенного варианта SessionWindow можно решить, например, такую задачу: разделить партицию на сессии как в варианте SessionWindow с двумя аргументами, но с ограничением максимальной длины сессии некоторой константой:
 
diff --git a/yql/essentials/docs/ru/syntax/join.md b/yql/essentials/docs/ru/syntax/join.md
index bcbdd9a4652..84c7cffadcc 100644
--- a/yql/essentials/docs/ru/syntax/join.md
+++ b/yql/essentials/docs/ru/syntax/join.md
@@ -24,26 +24,26 @@ WHERE  ...
 
 {% note warning "Внимание" %}
 
-Так как колонки в YQL идентифицируются по именам, и в выборке не может быть двух колонок с одинаковыми именами, `SELECT * FROM ... JOIN ...` не может быть исполнен при наличии колонок с одинаковыми именами в объединяемых таблицах.
+Так как колонки в YQL идентифицируются по именам и в выборке не может быть двух колонок с одинаковыми именами, `SELECT * FROM ... JOIN ...` не может быть исполнен при наличии колонок с одинаковыми именами в объединяемых таблицах.
 
 {% endnote %}
 
 ## Типы объединения (Join_Type)
 
-* `INNER` <span style="color: gray;">(по умолчанию)</span> — Строки объединяемых выборок, для которых не найдено соответствие ни с одной строкой с другой стороны, не попадут в результат.
-* `LEFT` - При отсутствии значения в присоединяемой выборке включает строку в результат со значениям колонок из исходной выборки, оставляя пустыми (`NULL`) колонки присоединяемой выборки
-* `RIGHT` - При отсутствии значения в исходной выборке включает строку в результат со значениям колонок из присоединяемой выборки, оставляя пустыми (`NULL`) колонки исходной выборки
+* `INNER` <span style="color: gray;">(по умолчанию)</span> &mdash; строки объединяемых выборок, для которых не найдено соответствие ни с одной строкой с другой стороны, не попадут в результат.
+* `LEFT` &mdash; при отсутствии значения в присоединяемой выборке включает строку в результат со значениями колонок из исходной выборки, оставляя пустыми (`NULL`) колонки присоединяемой выборки.
+* `RIGHT` &mdash; при отсутствии значения в исходной выборке включает строку в результат со значениям колонок из присоединяемой выборки, оставляя пустыми (`NULL`) колонки исходной выборки.
 * `FULL` = `LEFT` + `RIGHT`
-* `LEFT/RIGHT SEMI` — одна сторона выступает как белый список (whitelist) ключей, её значения недоступны. В результат включаются столбцы только из одной таблицы, декартового произведения не возникает;
-* `LEFT/RIGHT ONLY` — вычитание множеств по ключам (blacklist). Практически эквивалентно добавлению условия `IS NULL` на ключ противоположной стороны в обычном `LEFT/RIGHT`, но, как и в `SEMI`, нет доступа к значениям;
-* `CROSS` — декартово произведение двух таблиц целиком без указания ключевых колонок, секция с `ON/USING` явно не пишется;
-* `EXCLUSION` — обе стороны минус пересечение.
+* `LEFT/RIGHT SEMI` &mdash; одна сторона выступает как белый список (whitelist) ключей, её значения недоступны. В результат включаются столбцы только из одной таблицы, декартового произведения не возникает.
+* `LEFT/RIGHT ONLY` &mdash; вычитание множеств по ключам (blacklist). Практически эквивалентно добавлению условия `IS NULL` на ключ противоположной стороны в обычном `LEFT/RIGHT`, но, как и в `SEMI`, нет доступа к значениям.
+* `CROSS` &mdash; декартово произведение двух таблиц целиком без указания ключевых колонок, секция с `ON/USING` явно не пишется.
+* `EXCLUSION` &mdash; обе стороны минус пересечение.
 
 ![JOIN](_assets/join-YQL-06.png)
 
 {% note info %}
 
-`NULL` является особым значением, которое ничему не равно. Таким образом, `NULL` с двух сторон не считаются равными друг другу. Это избавляет от неоднозначности в некоторых типах `JOIN`, а также от гигантского декартового произведения, которое часто возникает в противном случае.
+`NULL` является особым значением, которое ничему не равно. Таким образом, значения `NULL` с двух сторон не считаются равными друг другу. Это избавляет от неоднозначности в некоторых типах `JOIN`, а также от гигантского декартового произведения, которое часто возникает в противном случае.
 
 {% endnote %}
 
@@ -96,6 +96,7 @@ INNER JOIN b_table VIEW b_index_ref AS b ON a.ref = b.ref;
 Если в выражении помимо `JOIN` выполняется фильтрация данных, то рекомендуется обернуть те условия, про которые известно, что они вернут `true` для большинства строк, в вызов функции `LIKELY(...)`. Если предположение о преобладании положительных значений в условии окажется верно, такая подсказка может положительно сказаться на времени выполнения запроса. Также `LIKELY` может быть полезен в том случае, когда вычисление предиката ресурсоёмко и при этом сам JOIN значительно сокращает число строк.
 
 Перед любым источником данных для `JOIN` можно указать ключевое слово `ANY`, которое служит для подавления дубликатов по ключам `JOIN` с соответствующей стороны. В этом случае из множества строк с одинаковым значением ключей `JOIN` остается только одна (не уточняется какая именно – отсюда и название `ANY`).
+
 Данный синтаксис отличается от принятого в [ClickHouse](https://clickhouse.tech/docs/ru/sql-reference/statements/select/join/), где `ANY` пишется перед типом `JOIN` и работает только для правой стороны.
 
 Запрос
diff --git a/yql/essentials/docs/ru/syntax/pragma.md b/yql/essentials/docs/ru/syntax/pragma.md
index 6c9584fc58b..4b380de4a1a 100644
--- a/yql/essentials/docs/ru/syntax/pragma.md
+++ b/yql/essentials/docs/ru/syntax/pragma.md
@@ -15,6 +15,8 @@
   * `Kb`, `Mb`, `Gb` — для объема информации.
   * `sec`, `min`, `h`, `d` — для временных значений.
 
+За некоторым исключением, значение настроек можно вернуть в состояние по умолчанию с помощью `PRAGMA my_pragma = default;`.
+
 ### Примеры
 
 ```yql
@@ -29,16 +31,15 @@ PRAGMA TablePathPrefix = "home/yql";
 PRAGMA Warning("disable", "1101");
 ```
 
-За некоторым исключением, значение настроек можно вернуть в состояние по умолчанию с помощью `PRAGMA my_pragma = default;`.
-
 Полный список доступных настроек [см. в таблице ниже](#pragmas).
 
 ### Область действия {#pragmascope}
 
-Если не указано иное, прагма влияет на все идущие следом выражения вплоть до конца модуля, в котором она встречается.
-При необходимости и логической возможности допустимо менять значение настройки несколько раз в одном запросе, чтобы оно было разным на разных этапах выполнения.
+Если не указано иное, прагма влияет на все идущие следом выражения вплоть до конца модуля, в котором она встречается. При необходимости и логической возможности можно менять значение настройки несколько раз в одном запросе, чтобы оно было разным на разных этапах выполнения.
+
 Существуют также специальные scoped прагмы, область действия которых определяется по тем же правилам, что и область видимости [именованных выражений](expressions.md#named-nodes).
-В отличие от scoped прагм, обычные прагмы могут использоваться только в глобальной области видимости (не внутри лямбда-функций, ACTION, SUBQUERY и т.п.).
+
+В отличие от scoped прагм, обычные прагмы могут использоваться только в глобальной области видимости (не внутри [DEFINE ACTION](action.md#define-action) и [DEFINE SUBQUERY](subquery.md#define-subquery)).
 
 ## Глобальные {#pragmas}
 
@@ -70,11 +71,11 @@ SELECT * FROM test;
 | Тип значения | По умолчанию | Статическая /<br/>динамическая |
 | --- | --- | --- |
 | Строка | — | Статическая |
-| Строка - имя префикса, добавляемого ко всем модулям | "" | Статическая |
+| Строка &mdash; имя префикса, добавляемого ко всем модулям | "" | Статическая |
+
+Импорт всех UDF из указанной библиотеки. Чтобы прагма сработала, библиотеку необходимо приложить к запросу. Обратите внимание: библиотека должна быть разделяемой (.so) и она должна быть скомпилирована под Linux x64.
 
-Импорт всех UDF из указанной приложенной к запросу скомпилированной под Linux x64 разделяемой библиотеки (.so).
-При указании префикса, он добавляется перед названием всех загруженных модулей, например, CustomPrefixIp::IsIPv4 вместо Ip::IsIPv4.
-Указание префикса позволяет подгрузить одну и ту же UDF разных версий.
+При указании префикса, он добавляется перед названием всех загруженных модулей, например, CustomPrefixIp::IsIPv4 вместо Ip::IsIPv4. Указание префикса позволяет подгрузить одну и ту же UDF разных версий.
 
 ### RuntimeLogLevel {#runtime-log-level}
 
@@ -112,9 +113,7 @@ SELECT * FROM test;
 `PRAGMA Warning("disable", "1101");`
 `PRAGMA Warning("default", "4503");`
 
-В данном случае все предупреждения будут считаться ошибками, за исключением предупреждение с кодом `1101`, которое будет отключено, и `4503`, которое будет обрабатываться по умолчанию (то есть останется предупреждением). Поскольку предупреждения могут добавляться в новых релизах YQL, следует с осторожностью пользоваться конструкцией `PRAGMA Warning("error", "*");` (как минимум покрывать такие запросы автотестами).
-
-
+В данном случае все предупреждения будут считаться ошибками, за исключением предупреждения с кодом `1101`, которое будет отключено, и `4503`, которое будет обрабатываться по умолчанию (то есть останется предупреждением). Поскольку предупреждения могут добавляться в новых релизах YQL, следует с осторожностью пользоваться конструкцией `PRAGMA Warning("error", "*");` (как минимум покрывать такие запросы автотестами).
 
 ### Greetings {#greetings}
 
@@ -124,8 +123,7 @@ SELECT * FROM test;
 
 Выдать указанный текст в качестве Info сообщения запроса.
 
-Пример:
-`PRAGMA Greetings("It's a good day!");`
+Пример: `PRAGMA Greetings("It's a good day!");`
 
 ### WarningMsg {#warningmsg}
 
@@ -158,7 +156,7 @@ SELECT * FROM test;
 | --- | --- |
 | Флаг | true |
 
-Управляет неявным Coalesce для ключевых колонок `JOIN` в режиме SimpleColumns. Если флаг установлен, то Coalesce ключевых колонок происходит при наличии хотя бы одного выражения вида `foo.*` или `*` в SELECT - например `SELECT a.* FROM T1 AS a JOIN T2 AS b USING(key)`. Если флаг сброшен, то Coalesce ключей JOIN происходит только при наличии '*' после `SELECT`
+Управляет неявным Coalesce для ключевых колонок `JOIN` в режиме SimpleColumns. Если флаг установлен, то Coalesce ключевых колонок происходит при наличии хотя бы одного выражения вида `foo.*` или `*` в SELECT &mdash; например `SELECT a.* FROM T1 AS a JOIN T2 AS b USING(key)`. Если флаг сброшен, то Coalesce ключей JOIN происходит только при наличии '*' после `SELECT`.
 
 ### StrictJoinKeyTypes
 
@@ -170,8 +168,10 @@ SELECT * FROM test;
 
 Если флаг установлен, то [JOIN](join.md) будет требовать строгого совпадения типов ключей.
 По умолчанию JOIN предварительно конвертирует ключи к общему типу, что может быть нежелательно с точки зрения производительности.
+
 StrictJoinKeyTypes является [scoped](#pragmascope) настройкой.
 
+
 ### AnsiInForEmptyOrNullableItemsCollections
 
 | Тип значения | По умолчанию |
@@ -184,7 +184,7 @@ StrictJoinKeyTypes является [scoped](#pragmascope) настройкой.
 `NULL IN () = Just(False) (было NULL)`
 `(1, null) IN ((2, 2), (3, 3)) = Just(False) (было NULL)`
 
-Подробнее про поведение `IN` при наличии `NULL`ов в операндах можно почитать [здесь](expressions.md#in). Явным образом выбрать старое поведение можно указав прагму `DisableAnsiInForEmptyOrNullableItemsCollections`. Если никакой прагмы не задано, то выдается предупреждение и работает старый вариант.
+Подробнее про поведение `IN` при наличии NULL-ов в операндах можно почитать [здесь](expressions.md#in). Явным образом выбрать старое поведение можно, указав прагму `DisableAnsiInForEmptyOrNullableItemsCollections`. Если никакой прагмы не задано, то выдается предупреждение и работает старый вариант.
 
 ### AnsiRankForNullableKeys
 
@@ -197,7 +197,7 @@ StrictJoinKeyTypes является [scoped](#pragmascope) настройкой.
 * типом результата всегда является Uint64, а не Uint64?;
 * null-ы в ключах считаются равными друг другу (текущая реализация возвращает NULL).
 
-Явным образом выбрать старое поведению можно указав прагму `DisableAnsiRankForNullableKeys`. Если никакой прагмы не задано, то выдается предупреждение и работает старый вариант.
+Явным образом выбрать старое поведение можно, указав прагму `DisableAnsiRankForNullableKeys`. Если никакой прагмы не задано, то выдается предупреждение и работает старый вариант.
 
 ### AnsiCurrentRow
 
@@ -205,9 +205,10 @@ StrictJoinKeyTypes является [scoped](#pragmascope) настройкой.
 | --- | --- |
 | Флаг | false |
 
-Приводит неявное задание рамки окна при наличии ORDER BY в соответствие со стандартом.
-Если AnsiCurrentRow не установлен, то окно `(ORDER BY key)` эквивалентно `(ORDER BY key ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)`.
-Стандарт же требует, чтобы такое окно вело себя как `(ORDER BY key RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)`.
+Приводит неявное задание рамки окна при наличии [ORDER BY](select/order_by.md) в соответствие со стандартом.
+
+Если AnsiCurrentRow не установлен, то окно `(ORDER BY key)` эквивалентно `(ORDER BY key ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)`. Стандарт же требует, чтобы такое окно вело себя как `(ORDER BY key RANGE BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)`.
+
 Разница состоит в трактовке `CURRENT ROW`. В режиме `ROWS` `CURRENT ROW` трактуется буквально – текущая строка в партиции.
 А в режиме `RANGE` конец рамки `CURRENT ROW` означает "последняя строка в партиции с ключом сортировки, равным текущей строке".
 
@@ -219,8 +220,7 @@ StrictJoinKeyTypes является [scoped](#pragmascope) настройкой.
 
 ### PositionalUnionAll {#positionalunionall}
 
-Включить соответствующий стандарту поколоночный режим выполнения [UNION ALL](select/index.md#unionall). При этом автоматически включается
-[упорядоченность колонок](#orderedcolumns).
+Включить соответствующий стандарту поколоночный режим выполнения [UNION ALL](select/index.md#unionall). При этом автоматически включается [упорядоченность колонок](#orderedcolumns).
 
 ### RegexUseRe2
 
@@ -236,9 +236,9 @@ StrictJoinKeyTypes является [scoped](#pragmascope) настройкой.
 | --- | --- |
 | Флаг | true |
 
-В классическом варианте результат целочисленного деления остаётся целочисленным (по умолчанию).
-Если отключить — результат всегда становится Double.
-ClassicDivision является [scoped](#pragmascope) настройкой.
+В классическом варианте результат целочисленного деления остается целочисленным (по умолчанию). Если отключить &mdash; результат всегда становится Double.
+
+`ClassicDivision` является [scoped](#pragmascope) настройкой.
 
 ### CheckedOps
 
@@ -246,10 +246,11 @@ ClassicDivision является [scoped](#pragmascope) настройкой.
 | --- | --- |
 | Флаг | false |
 
-При включенном режиме если в результате выполнения агрегационных функций SUM/SUM_IF, бинарных операций `+`,`-`,`*`,`/`,`%` или унарной операции `-` над целыми числами происходит выход за границы целевого типа аргументов или результата, то возвращается `NULL`.
-Если отключить - переполнение не проверяется.
+При включенном режиме: если в результате выполнения агрегационных функций SUM/SUM_IF, бинарных операций `+`,`-`,`*`,`/`,`%` или унарной операции `-` над целыми числами происходит выход за границы целевого типа аргументов или результата, то возвращается `NULL`. Если отключить &mdash; переполнение не проверяется.
+
 Не влияет на операции с числами с  плавающей точкой или `Decimal`.
-CheckedOps является [scoped](#pragmascope) настройкой.
+
+`CheckedOps` является [scoped](#pragmascope) настройкой.
 
 ### UnicodeLiterals
 
@@ -259,8 +260,9 @@ CheckedOps является [scoped](#pragmascope) настройкой.
 | --- | --- |
 | Флаг | false |
 
-При включенном режиме строковые литералы без суффиксов вида "foo"/'bar'/@@multiline@@ будут иметь тип `Utf8`, при выключенном - `String`.
-UnicodeLiterals является [scoped](#pragmascope) настройкой.
+При включенном режиме строковые литералы без суффиксов вида "foo"/'bar'/@@multiline@@ будут иметь тип `Utf8`, при выключенном &mdash; `String`.
+
+`UnicodeLiterals` является [scoped](#pragmascope) настройкой.
 
 ### WarnUntypedStringLiterals
 
@@ -271,7 +273,8 @@ UnicodeLiterals является [scoped](#pragmascope) настройкой.
 | Флаг | false |
 
 При включенном режиме для строковых литералов без суффиксов вида "foo"/'bar'/@@multiline@@ будет генерироваться предупреждение. Его можно подавить, если явно выбрать суффикс `s` для типа `String`, либо `u` для типа `Utf8`.
-WarnUntypedStringLiterals является [scoped](#pragmascope) настройкой.
+
+`WarnUntypedStringLiterals` является [scoped](#pragmascope) настройкой.
 
 ### AllowDotInAlias
 
@@ -279,7 +282,7 @@ WarnUntypedStringLiterals является [scoped](#pragmascope) настрой
 | --- | --- |
 | Флаг | false |
 
-Разрешить использовать точку в именах результирующих колонок. По умолчанию отключено, т.к. дальнейшее использование таких колонок в JOIN полностью не реализовано.
+Разрешить использовать точку в именах результирующих колонок. По умолчанию отключено, т. к. дальнейшее использование таких колонок в JOIN полностью не реализовано.
 
 ### WarnUnnamedColumns
 
@@ -287,7 +290,7 @@ WarnUntypedStringLiterals является [scoped](#pragmascope) настрой
 | --- | --- |
 | Флаг | false |
 
-Генерировать предупреждение если для безымянного выражения в `SELECT` было автоматически сгенерировано имя колонки (вида `column[0-9]+`).
+Генерировать предупреждение, если для безымянного выражения в `SELECT` было автоматически сгенерировано имя колонки (вида `column[0-9]+`).
 
 ### GroupByLimit
 
@@ -295,7 +298,7 @@ WarnUntypedStringLiterals является [scoped](#pragmascope) настрой
 | --- | --- |
 | Положительное число | 32 |
 
-Увеличение лимита на число  группировок в [GROUP BY](group_by.md).
+Увеличение лимита на число группировок в [GROUP BY](group_by.md).
 
 ### GroupByCubeLimit
 
@@ -310,7 +313,7 @@ WarnUntypedStringLiterals является [scoped](#pragmascope) настрой
 
 ## Yson
 
-Управление поведением Yson UDF по умолчанию, подробнее см. в [документации по ней](../udf/list/yson.md) и в частности [Yson::Options](../udf/list/yson.md#ysonoptions).
+Управление поведением Yson UDF по умолчанию, подробнее см. в [документации](../udf/list/yson.md) и в частности [Yson::Options](../udf/list/yson.md#ysonoptions).
 
 ### `yson.AutoConvert`
 
@@ -318,7 +321,7 @@ WarnUntypedStringLiterals является [scoped](#pragmascope) настрой
 | --- | --- |
 | Флаг | false |
 
-Автоматическое конвертация значений в требуемый тип данных во всех вызовах Yson UDF, в том числе и неявных.
+Автоматическая конвертация значений в требуемый тип данных во всех вызовах Yson UDF, в том числе и неявных.
 
 ### `yson.Strict`
 
@@ -326,7 +329,7 @@ WarnUntypedStringLiterals является [scoped](#pragmascope) настрой
 | --- | --- |
 | Флаг | true |
 
-Управление строгим режимом во всех вызовах Yson UDF, в том числе и неявных. Без значения или при значении `"true"` - включает строгий режим. Со значением `"false"` - отключает.
+Управление строгим режимом во всех вызовах Yson UDF, в том числе и неявных. Без значения или при значении `"true"` &mdash; включает строгий режим. Со значением `"false"` &mdash; отключает.
 
 ### `yson.DisableStrict`
 
@@ -334,7 +337,8 @@ WarnUntypedStringLiterals является [scoped](#pragmascope) настрой
 | --- | --- |
 | Флаг | false |
 
-Инвертированная версия `yson.Strict`. Без значения или при значении `"true"` - отключает строгий режим. Со значением `"false"` - включает.
+Инвертированная версия `yson.Strict`. Без значения или при значении `"true"` &mdash; отключает строгий режим. Со значением `"false"` &mdash; включает.
+
 
 ## Работа с файлами
 
@@ -354,8 +358,7 @@ WarnUntypedStringLiterals является [scoped](#pragmascope) настрой
 |-------------------------------------------------|--------------|--------------------------------|
 | Три строковых аргумента — алиас, ключ, значение | —            | Статическая                    |
 
-Установить у указанного файла опцию по заданному ключу в заданное значение. Файл с этим алиасом уже должен быть объявлен
-через [PRAGMA File](#file) или приложен к запросу.
+Установить для указанного файла опцию по заданному ключу в заданное значение. Файл с этим алиасом уже должен быть объявлен через [PRAGMA File](#file) или приложен к запросу.
 
 
 
@@ -373,7 +376,7 @@ WarnUntypedStringLiterals является [scoped](#pragmascope) настрой
 
 | Тип значения | По умолчанию | Статическая /<br/>динамическая |
 | --- | --- | --- |
-| Один или два аргумента - имя файла и опциональный URL | — | Статическая |
+| Один или два аргумента &mdash; имя файла и опциональный URL | — | Статическая |
 
 Интерпретировать указанный приложенный файл как библиотеку, из которой можно делать [IMPORT](export_import.md). Тип синтаксиса библиотеки определяется по расширению файла:
 * `.sql` для YQL диалекта SQL <span style="color: green;">(рекомендуется)</span>;
@@ -408,13 +411,13 @@ SELECT $x;
 
 | Тип значения | По умолчанию | Статическая /<br/>динамическая |
 | --- | --- | --- |
-| Два или три аргумента - имя пакета, URL и опциональный токен | — | Статическая |
+| Два или три аргумента &mdash; имя пакета, URL и опциональный токен | — | Статическая |
 
-Приложить иерархический набор файлов к запросу по URL, интерпретируя их в качестве пакета с указанным именем - взаимосвязанного набора библиотек.
+Приложить иерархический набор файлов к запросу по URL, интерпретируя их в качестве пакета с указанным именем &mdash; взаимосвязанного набора библиотек.
 
-Имя пакета ожидается в формате ``project_name.package_name``; из библиотек пакета в дальнейшнем можно делать [IMPORT](export_import.md) с именем модуля вида ``pkg.project_name.package_name.maybe.nested.module.name``.
+Имя пакета ожидается в формате ``project_name.package_name``; из библиотек пакета в дальнейшем можно делать [IMPORT](export_import.md) с именем модуля вида ``pkg.project_name.package_name.maybe.nested.module.name``.
 
-Пример для пакета с плоской иерархией, состоящего из двух библиотек - foo.sql и bar.sql:
+Пример для пакета с плоской иерархией, состоящего из двух библиотек &mdash; foo.sql и bar.sql:
 
 ```yql
 PRAGMA package("project.package", "http://intranet.site/path/to/package");
@@ -437,7 +440,7 @@ SELECT $foo, $bar;
 
 | Тип значения | По умолчанию | Статическая /<br/>динамическая |
 | --- | --- | --- |
-| Один аргумент - имя файла | — | Статическая |
+| Один аргумент &mdash; имя файла | — | Статическая |
 
 Интерпретировать указанный приложенный файл как библиотеку и перекрыть ей одну из библиотек пакета.
 
diff --git a/yql/essentials/minikql/codegen/codegen_ut.cpp b/yql/essentials/minikql/codegen/codegen_ut.cpp
index 9ac6030358d..5d96b342017 100644
--- a/yql/essentials/minikql/codegen/codegen_ut.cpp
+++ b/yql/essentials/minikql/codegen/codegen_ut.cpp
@@ -8,6 +8,12 @@
 using namespace NYql::NCodegen;
 using namespace llvm;
 
+#ifdef _win_
+constexpr bool SupportsBitCode = false;
+#else
+constexpr bool SupportsBitCode = true;
+#endif
+
 extern "C" int mul(int x, int y) {
     return x * y;
 }
@@ -268,6 +274,10 @@ Y_UNIT_TEST_SUITE(TCodegenTests) {
     }
 
     Y_UNIT_TEST(FibFromBitCode) {
+        if (!SupportsBitCode) {
+            return;
+        }
+
         auto codegen = ICodegen::Make(ETarget::Native);
         auto bitcode = NResource::Find("/llvm_bc/Funcs");
         codegen->LoadBitCode(bitcode, "Funcs");
@@ -281,6 +291,10 @@ Y_UNIT_TEST_SUITE(TCodegenTests) {
     }
 
     Y_UNIT_TEST(LinkWithNativeFunction) {
+        if (!SupportsBitCode) {
+            return;
+        }
+
         auto codegen = ICodegen::Make(ETarget::Native);
         auto bitcode = NResource::Find("/llvm_bc/Funcs");
         codegen->LoadBitCode(bitcode, "Funcs");
@@ -295,6 +309,10 @@ Y_UNIT_TEST_SUITE(TCodegenTests) {
     }
 
     Y_UNIT_TEST(LinkWithGeneratedFunction) {
+        if (!SupportsBitCode) {
+            return;
+        }
+
         auto codegen = ICodegen::Make(ETarget::Native);
         auto mulFunc = CreateMulFunction(codegen->GetModule(), codegen->GetContext());
         Y_UNUSED(mulFunc);
@@ -310,6 +328,10 @@ Y_UNIT_TEST_SUITE(TCodegenTests) {
     }
 
     Y_UNIT_TEST(ReuseExternalCode) {
+        if (!SupportsBitCode) {
+            return;
+        }
+
         auto codegen = ICodegen::Make(ETarget::Native);
         auto bitcode = NResource::Find("/llvm_bc/Funcs");
         codegen->LoadBitCode(bitcode, "Funcs");
@@ -323,6 +345,10 @@ Y_UNIT_TEST_SUITE(TCodegenTests) {
     }
 
     Y_UNIT_TEST(UseObjectReference) {
+        if (!SupportsBitCode) {
+            return;
+        }
+
         auto codegen = ICodegen::Make(ETarget::Native);
         auto bitcode = NResource::Find("/llvm_bc/Funcs");
         codegen->LoadBitCode(bitcode, "Funcs");
@@ -349,6 +375,10 @@ Y_UNIT_TEST_SUITE(TCodegenTests) {
     }
 
     Y_UNIT_TEST(UseExternalFromGeneratedFunction) {
+        if (!SupportsBitCode) {
+            return;
+        }
+
         auto codegen = ICodegen::Make(ETarget::Native);
         auto bitcode = NResource::Find("/llvm_bc/Funcs");
         codegen->LoadBitCode(bitcode, "Funcs");
@@ -363,6 +393,10 @@ Y_UNIT_TEST_SUITE(TCodegenTests) {
     }
 
     Y_UNIT_TEST(UseExternalFromGeneratedFunction_128bit_Compiled) {
+        if (!SupportsBitCode) {
+            return;
+        }
+
         auto codegen = ICodegen::Make(ETarget::Native);
         auto bitcode = NResource::Find("/llvm_bc/Funcs");
         codegen->LoadBitCode(bitcode, "Funcs");
@@ -389,6 +423,10 @@ Y_UNIT_TEST_SUITE(TCodegenTests) {
     }
 
     Y_UNIT_TEST(UseExternalFromGeneratedFunction_128bit_Bitcode) {
+        if (!SupportsBitCode) {
+            return;
+        }
+
         auto codegen = ICodegen::Make(ETarget::Native);
         auto bitcode = NResource::Find("/llvm_bc/Funcs");
         codegen->LoadBitCode(bitcode, "Funcs");
diff --git a/yql/essentials/minikql/codegen/ut/ya.make.inc b/yql/essentials/minikql/codegen/ut/ya.make.inc
index 0d658075fe6..c1eacbb2b6e 100644
--- a/yql/essentials/minikql/codegen/ut/ya.make.inc
+++ b/yql/essentials/minikql/codegen/ut/ya.make.inc
@@ -24,23 +24,25 @@ COPY_FILE(
 SRCDIR(yql/essentials/minikql/codegen/ut)
 
 IF (OS_WINDOWS)
-    LLVM_BC(
-        fib.cpp
-        sum_sqr.cpp
-        sum_sqr2.cpp
-        str.cpp
-        128_bit.cpp
-        128_bit_win.ll
-        NAME Funcs
-        SUFFIX .${LLVM_VER}
-        SYMBOLS
-        fib
-        sum_sqr
-        sum_sqr2
-        sum_sqr_128
-        sum_sqr_128_ir
-        str_size
-    )
+    PEERDIR(library/cpp/resource)
+    # FIXME: llvm18
+    #LLVM_BC(
+    #    fib.cpp
+    #    sum_sqr.cpp
+    #    sum_sqr2.cpp
+    #    str.cpp
+    #    128_bit.cpp
+    #    128_bit_win.ll
+    #    NAME Funcs
+    #    SUFFIX .${LLVM_VER}
+    #    SYMBOLS
+    #    fib
+    #    sum_sqr
+    #    sum_sqr2
+    #    sum_sqr_128
+    #    sum_sqr_128_ir
+    #    str_size
+    #)
 ELSE()
     LLVM_BC(
         fib.cpp
diff --git a/yql/essentials/minikql/comp_nodes/mkql_block_map_join.cpp b/yql/essentials/minikql/comp_nodes/mkql_block_map_join.cpp
index 17c549202ce..e37a1874f2c 100644
--- a/yql/essentials/minikql/comp_nodes/mkql_block_map_join.cpp
+++ b/yql/essentials/minikql/comp_nodes/mkql_block_map_join.cpp
@@ -26,11 +26,11 @@ size_t CalcMaxBlockLength(const TVector<TType*>& items) {
         }));
 }
 
-ui64 CalculateTupleHash(const std::vector<ui64>& hashes) {
+TMaybe<ui64> CalculateTupleHash(const std::vector<NYql::NUdf::TBlockItem>& items, const std::vector<ui64>& hashes) {
     ui64 hash = 0;
     for (size_t i = 0; i < hashes.size(); i++) {
-        if (!hashes[i]) {
-            return 0;
+        if (!items[i]) {
+            return {};
         }
 
         hash = CombineHashes(hash, hashes[i]);
@@ -315,57 +315,66 @@ public:
 
     TBlockStorage(
         TMemoryUsageInfo* memInfo,
-        const TVector<TType*>& itemTypes,
-        NUdf::TUnboxedValue stream,
+        const TVector<TType*>& types,
+        size_t blockLengthIndex,
+        NUdf::TUnboxedValue listIter,
         TStringBuf resourceTag,
         arrow::MemoryPool* pool
     )
         : TBase(memInfo)
-        , InputsDescr_(ToValueDescr(itemTypes))
-        , Stream_(std::move(stream))
-        , Inputs_(itemTypes.size())
+        , InputsDescr_(ToValueDescr(types))
+        , Readers_(types.size())
+        , Hashers_(types.size())
+        , Comparators_(types.size())
+        , Trimmers_(types.size())
+        , ListIter_(std::move(listIter))
+        , BlockLengthIndex_(blockLengthIndex)
         , ResourceTag_(std::move(resourceTag))
     {
         TBlockTypeHelper helper;
-        for (size_t i = 0; i < itemTypes.size(); i++) {
-            TType* blockItemType = AS_TYPE(TBlockType, itemTypes[i])->GetItemType();
-            Readers_.push_back(MakeBlockReader(TTypeInfoHelper(), blockItemType));
-            Hashers_.push_back(helper.MakeHasher(blockItemType));
-            Comparators_.push_back(helper.MakeComparator(blockItemType));
-            Trimmers_.push_back(MakeBlockTrimmer(TTypeInfoHelper(), blockItemType, pool));
+        for (size_t i = 0; i < types.size(); i++) {
+            if (i == BlockLengthIndex_) {
+                continue;
+            }
+
+            TType* blockItemType = AS_TYPE(TBlockType, types[i])->GetItemType();
+            Readers_[i] = MakeBlockReader(TTypeInfoHelper(), blockItemType);
+            Hashers_[i] = helper.MakeHasher(blockItemType);
+            Comparators_[i] = helper.MakeComparator(blockItemType);
+            Trimmers_[i] = MakeBlockTrimmer(TTypeInfoHelper(), blockItemType, pool);
         }
     }
 
-    NUdf::EFetchStatus FetchStream() {
-        switch (Stream_.WideFetch(Inputs_.data(), Inputs_.size())) {
-        case NUdf::EFetchStatus::Yield:
-            return NUdf::EFetchStatus::Yield;
-        case NUdf::EFetchStatus::Finish:
+    bool FetchNextBlock() {
+        if (!ListIter_.Next(Block_)) {
             IsFinished_ = true;
-            return NUdf::EFetchStatus::Finish;
-        case NUdf::EFetchStatus::Ok:
-            break;
+            return false;
         }
+        BlockItems_ = Block_.GetElements();
 
         Y_ENSURE(!IsFinished_, "Got data on finished stream");
 
-        std::vector<arrow::Datum> blockColumns;
-        for (size_t i = 0; i < Inputs_.size() - 1; i++) {
-            auto& datum = TArrowBlock::From(Inputs_[i]).GetDatum();
+        std::vector<arrow::Datum> blockColumns(Readers_.size());
+        for (size_t i = 0; i < Readers_.size(); i++) {
+            if (i == BlockLengthIndex_) {
+                continue;
+            }
+
+            auto& datum = TArrowBlock::From(BlockItems_[i]).GetDatum();
             ARROW_DEBUG_CHECK_DATUM_TYPES(InputsDescr_[i], datum.descr());
             if (datum.is_scalar()) {
-                blockColumns.push_back(datum);
+                blockColumns[i] = datum;
             } else {
                 MKQL_ENSURE(datum.is_array(), "Expecting array");
-                blockColumns.push_back(Trimmers_[i]->Trim(datum.array()));
+                blockColumns[i] = Trimmers_[i]->Trim(datum.array());
             }
         }
 
-        auto blockSize = ::GetBlockCount(Inputs_[Inputs_.size() - 1]);
+        auto blockSize = ::GetBlockCount(BlockItems_[BlockLengthIndex_]);
         Data_.emplace_back(blockSize, std::move(blockColumns));
         RowCount_ += blockSize;
 
-        return NUdf::EFetchStatus::Ok;
+        return true;
     }
 
     const TBlock& GetBlock(size_t blockOffset) const {
@@ -392,11 +401,11 @@ public:
     }
 
     TBlockItem GetItem(TRowEntry entry, ui32 columnIdx) const {
-        Y_ENSURE(columnIdx < Inputs_.size() - 1);
         return GetItemFromBlock(GetBlock(entry.BlockOffset), columnIdx, entry.ItemOffset);
     }
 
     TBlockItem GetItemFromBlock(const TBlock& block, ui32 columnIdx, size_t offset) const {
+        Y_ENSURE(columnIdx < Readers_.size() && columnIdx != BlockLengthIndex_);
         Y_ENSURE(offset < block.Size);
         const auto& datum = block.Columns[columnIdx];
         if (datum.is_scalar()) {
@@ -447,8 +456,11 @@ protected:
     size_t RowCount_ = 0;
     bool IsFinished_ = false;
 
-    NUdf::TUnboxedValue Stream_;
-    TUnboxedValueVector Inputs_;
+    NUdf::TUnboxedValue ListIter_;
+    NUdf::TUnboxedValue Block_;
+    const NUdf::TUnboxedValue* BlockItems_ = nullptr;
+
+    size_t BlockLengthIndex_ = 0;
 
     const TStringBuf ResourceTag_;
 };
@@ -459,20 +471,29 @@ class TBlockStorageWrapper : public TMutableComputationNode<TBlockStorageWrapper
 public:
     TBlockStorageWrapper(
         TComputationMutables& mutables,
-        TVector<TType*>&& itemTypes,
-        IComputationNode* stream,
+        TStructType* structType,
+        IComputationNode* list,
         const TStringBuf& resourceTag
     )
         : TBaseComputation(mutables, EValueRepresentation::Boxed)
-        , ItemTypes_(std::move(itemTypes))
-        , Stream_(stream)
+        , List_(list)
         , ResourceTag_(resourceTag)
-    {}
+    {
+        for (size_t i = 0; i < structType->GetMembersCount(); i++) {
+            if (structType->GetMemberName(i) == NYql::BlockLengthColumnName) {
+                BlockLengthIndex_ = i;
+                Types_.push_back(nullptr);
+                continue;
+            }
+            Types_.push_back(structType->GetMemberType(i));
+        }
+    }
 
     NUdf::TUnboxedValuePod DoCalculate(TComputationContext& ctx) const {
         return ctx.HolderFactory.Create<TBlockStorage>(
-            ItemTypes_,
-            std::move(Stream_->GetValue(ctx)),
+            Types_,
+            BlockLengthIndex_,
+            List_->GetValue(ctx).GetListIterator(),
             ResourceTag_,
             &ctx.ArrowMemoryPool
         );
@@ -480,12 +501,14 @@ public:
 
 private:
     void RegisterDependencies() const final {
-        DependsOn(Stream_);
+        DependsOn(List_);
     }
 
 private:
-    const TVector<TType*> ItemTypes_;
-    IComputationNode* const Stream_;
+    TVector<TType*> Types_;
+    size_t BlockLengthIndex_ = 0;
+
+    IComputationNode* const List_;
 
     const TString ResourceTag_;
 };
@@ -750,13 +773,13 @@ public:
             Y_ENSURE(blockOffset <= std::numeric_limits<ui32>::max());
             Y_ENSURE(blockSize <= std::numeric_limits<ui32>::max());
             for (size_t itemOffset = 0; itemOffset < blockSize; itemOffset++) {
-                ui64 keyHash = GetKey(block, itemOffset, insertBatchKeys[insertBatchLen]);
+                auto keyHash = GetKey(block, itemOffset, insertBatchKeys[insertBatchLen]);
                 if (!keyHash) {
                     continue;
                 }
 
                 insertBatchEntries[insertBatchLen] = TBlockStorage::TRowEntry(blockOffset, itemOffset);
-                insertBatch[insertBatchLen].ConstructKey(keyHash);
+                insertBatch[insertBatchLen].ConstructKey(*keyHash);
                 insertBatchLen++;
 
                 if (insertBatchLen == PrefetchBatchSize) {
@@ -777,15 +800,22 @@ public:
 
         std::array<TRobinHoodBatchRequestItem<ui64>, PrefetchBatchSize> lookupBatch;
         std::array<std::vector<NYql::NUdf::TBlockItem>, PrefetchBatchSize> itemsBatch;
+        std::array<bool, PrefetchBatchSize> notNullBatch = {};
 
         for (size_t i = 0; i < batchSize; i++) {
             const auto& [items, keyHash] = getKey(i);
-            lookupBatch[i].ConstructKey(keyHash);
+            if (!keyHash) {
+                lookupBatch[i].ConstructKey(0);
+                continue;
+            }
+
+            notNullBatch[i] = true;
+            lookupBatch[i].ConstructKey(*keyHash);
             itemsBatch[i] = items;
         }
 
         Index_->BatchLookup({lookupBatch.data(), batchSize}, [&](size_t i, TIndexMap::iterator iter) {
-            if (!iter) {
+            if (!notNullBatch[i] || !iter) {
                 // Empty iterator
                 iterators[i] = TIterator(this);
                 return;
@@ -819,7 +849,7 @@ public:
     }
 
 private:
-    ui64 GetKey(const TBlockStorage::TBlock& block, size_t offset, std::vector<NYql::NUdf::TBlockItem>& keyItems) const {
+    TMaybe<ui64> GetKey(const TBlockStorage::TBlock& block, size_t offset, std::vector<NYql::NUdf::TBlockItem>& keyItems) const {
         auto& blockStorage = *static_cast<TBlockStorage*>(BlockStorage_.GetResource());
 
         ui64 keyHash = 0;
@@ -828,7 +858,7 @@ private:
             auto item = blockStorage.GetItemFromBlock(block, keyColumn, offset);
             if (!item) {
                 keyItems.clear();
-                return 0;
+                return {};
             }
 
             keyHash = CombineHashes(keyHash, blockStorage.GetItemHashers()[keyColumn]->Hash(item));
@@ -992,17 +1022,13 @@ private:
             auto& indexState = *static_cast<TIndexState*>(RightBlockIndex_.GetResource());
             auto& storageState = *static_cast<TStorageState*>(indexState.GetBlockStorage().GetResource());
 
-            if (!RightStreamConsumed_) {
-                auto fetchStatus = NUdf::EFetchStatus::Ok;
-                while (fetchStatus != NUdf::EFetchStatus::Finish) {
-                    fetchStatus = storageState.FetchStream();
-                    if (fetchStatus == NUdf::EFetchStatus::Yield) {
-                        return NUdf::EFetchStatus::Yield;
-                    }
+            if (!RightInputConsumed_) {
+                while (storageState.FetchNextBlock()) {
+                    // Fetch entire data from the right input
                 }
 
                 indexState.BuildIndex();
-                RightStreamConsumed_ = true;
+                RightInputConsumed_ = true;
             }
 
             auto* inputFields = joinState.GetRawInputFields();
@@ -1052,7 +1078,7 @@ private:
                     LookupBatchSize_ = std::min(PrefetchBatchSize, static_cast<ui32>(joinState.RemainingRowsCount()));
                     indexState.BatchLookup(LookupBatchSize_, LookupBatchIterators_, [&](size_t i) {
                         MakeLeftKeys(leftKeyColumns, leftKeyColumnHashes, i);
-                        ui64 keyHash = CalculateTupleHash(leftKeyColumnHashes);
+                        auto keyHash = CalculateTupleHash(leftKeyColumns, leftKeyColumnHashes);
                         return std::make_pair(std::ref(leftKeyColumns), keyHash);
                     });
 
@@ -1104,7 +1130,7 @@ private:
         const TVector<ui32>& LeftKeyColumns_;
 
         const TVector<ui32>& RightIOMap_;
-        bool RightStreamConsumed_ = false;
+        bool RightInputConsumed_ = false;
 
         std::array<typename TIndexState::TIterator, PrefetchBatchSize> LookupBatchIterators_;
         ui32 LookupBatchCurrent_ = 0;
@@ -1204,16 +1230,12 @@ private:
             auto& joinState = *static_cast<TJoinState*>(JoinState_.AsBoxed().Get());
             auto& storageState = *static_cast<TStorageState*>(RightBlockStorage_.GetResource());
 
-            if (!RightStreamConsumed_) {
-                auto fetchStatus = NUdf::EFetchStatus::Ok;
-                while (fetchStatus != NUdf::EFetchStatus::Finish) {
-                    fetchStatus = storageState.FetchStream();
-                    if (fetchStatus == NUdf::EFetchStatus::Yield) {
-                        return NUdf::EFetchStatus::Yield;
-                    }
+            if (!RightInputConsumed_) {
+                while (storageState.FetchNextBlock()) {
+                    // Fetch entire data from the right input
                 }
 
-                RightStreamConsumed_ = true;
+                RightInputConsumed_ = true;
                 RightRowIterator_ = storageState.GetRowIterator();
             }
 
@@ -1270,7 +1292,7 @@ private:
         NUdf::TUnboxedValue JoinState_;
 
         const TVector<ui32>& RightIOMap_;
-        bool RightStreamConsumed_ = false;
+        bool RightInputConsumed_ = false;
 
         TStorageState::TRowIterator RightRowIterator_;
 
@@ -1310,19 +1332,15 @@ IComputationNode* WrapBlockStorage(TCallable& callable, const TComputationNodeFa
     MKQL_ENSURE(resultResourceType->GetTag().StartsWith(BlockStorageResourcePrefix), "Expected block storage resource");
 
     const auto inputType = callable.GetInput(0).GetStaticType();
-    MKQL_ENSURE(inputType->IsStream(), "Expected WideStream as an input stream");
-    const auto inputStreamType = AS_TYPE(TStreamType, inputType);
-    MKQL_ENSURE(inputStreamType->GetItemType()->IsMulti(),
-                "Expected Multi as a left stream item type");
-    const auto inputStreamComponents = GetWideComponents(inputStreamType);
-    MKQL_ENSURE(inputStreamComponents.size() > 0, "Expected at least one column");
-    TVector<TType*> inputStreamItems(inputStreamComponents.cbegin(), inputStreamComponents.cend());
+    MKQL_ENSURE(inputType->IsList(), "Expected List as an input stream");
+    const auto inputItemType = AS_TYPE(TListType, inputType)->GetItemType();;
+    MKQL_ENSURE(inputItemType->IsStruct(), "Expected Struct as a list item type");
 
-    const auto inputStream = LocateNode(ctx.NodeLocator, callable, 0);
+    const auto list = LocateNode(ctx.NodeLocator, callable, 0);
     return new TBlockStorageWrapper(
         ctx.Mutables,
-        std::move(inputStreamItems),
-        inputStream,
+        AS_TYPE(TStructType, inputItemType),
+        list,
         resultResourceType->GetTag()
     );
 }
@@ -1341,9 +1359,9 @@ IComputationNode* WrapBlockMapJoinIndex(TCallable& callable, const TComputationN
     MKQL_ENSURE(inputResourceType->GetTag().StartsWith(BlockStorageResourcePrefix), "Expected block storage resource");
 
     auto origInputItemType = AS_VALUE(TTypeType, callable.GetInput(1));
-    MKQL_ENSURE(origInputItemType->IsMulti(), "Expected Multi as an input item type");
-    const auto streamComponents = AS_TYPE(TMultiType, origInputItemType)->GetElements();
-    MKQL_ENSURE(streamComponents.size() > 0, "Expected at least one column");
+    MKQL_ENSURE(origInputItemType->IsStruct(), "Expected Struct as an input item type");
+    const auto origInputItemStructType = AS_TYPE(TStructType, origInputItemType);
+    MKQL_ENSURE(origInputItemStructType->GetMembersCount() > 0, "Expected at least one column");
 
     const auto keyColumnsLiteral = callable.GetInput(2);
     const auto keyColumnsTuple = AS_VALUE(TTupleLiteral, keyColumnsLiteral);
@@ -1355,7 +1373,7 @@ IComputationNode* WrapBlockMapJoinIndex(TCallable& callable, const TComputationN
     }
 
     for (ui32 keyColumn : keyColumns) {
-        MKQL_ENSURE(keyColumn < streamComponents.size() - 1, "Key column out of range");
+        MKQL_ENSURE(keyColumn < origInputItemStructType->GetMembersCount(), "Key column out of range");
     }
 
     const auto anyNode = callable.GetInput(3);
@@ -1408,10 +1426,9 @@ IComputationNode* WrapBlockMapJoinCore(TCallable& callable, const TComputationNo
     }
 
     auto origRightItemType = AS_VALUE(TTypeType, callable.GetInput(2));
-    MKQL_ENSURE(origRightItemType->IsMulti(), "Expected Multi as a right stream item type");
-    const auto rightStreamComponents = AS_TYPE(TMultiType, origRightItemType)->GetElements();
-    MKQL_ENSURE(rightStreamComponents.size() > 0, "Expected at least one column");
-    const TVector<TType*> rightStreamItems(rightStreamComponents.cbegin(), rightStreamComponents.cend());
+    MKQL_ENSURE(origRightItemType->IsStruct(), "Expected Struct as a right stream item type");
+    const auto origRightItemStructType = AS_TYPE(TStructType, origRightItemType);
+    MKQL_ENSURE(origRightItemStructType->GetMembersCount() > 0, "Expected at least one column");
 
     const auto leftKeyColumnsLiteral = callable.GetInput(4);
     const auto leftKeyColumnsTuple = AS_VALUE(TTupleLiteral, leftKeyColumnsLiteral);
@@ -1479,8 +1496,8 @@ IComputationNode* WrapBlockMapJoinCore(TCallable& callable, const TComputationNo
     // XXX: Mind the last wide item, containing block length.
     TVector<ui32> rightIOMap;
     if (joinKind == EJoinKind::Inner || joinKind == EJoinKind::Left || joinKind == EJoinKind::Cross) {
-        for (size_t i = 0; i < rightStreamItems.size() - 1; i++) {
-            if (rightKeyDrops.contains(i)) {
+        for (size_t i = 0; i < origRightItemStructType->GetMembersCount(); i++) {
+            if (rightKeyDrops.contains(i) || origRightItemStructType->GetMemberName(i) == NYql::BlockLengthColumnName) {
                 continue;
             }
             rightIOMap.push_back(i);
diff --git a/yql/essentials/minikql/comp_nodes/mkql_grace_join.cpp b/yql/essentials/minikql/comp_nodes/mkql_grace_join.cpp
index ac5e5108e3c..bb319984526 100644
--- a/yql/essentials/minikql/comp_nodes/mkql_grace_join.cpp
+++ b/yql/essentials/minikql/comp_nodes/mkql_grace_join.cpp
@@ -80,9 +80,12 @@ struct TGraceJoinPacker {
     ui64 DataIColumnsNum = TotalIColumnsNum - KeyIColumnsNum;
     std::vector<GraceJoin::TColTypeInterface> ColumnInterfaces;
     bool IsAny; // Flag to support any join attribute
+    const NUdf::TLoggerPtr Logger; // Logger instance
+    const NUdf::TLogComponentId LogComponent; // Id of current component for logging. GracejJoin here
     inline void Pack() ; // Packs new tuple from TupleHolder and TuplePtrs to TupleIntVals, TupleStrSizes, TupleStrings
     inline void UnPack(); // Unpacks packed values from TupleIntVals, TupleStrSizes, TupleStrings into TupleHolder and TuplePtrs
-    TGraceJoinPacker(const std::vector<TType*>& columnTypes, const std::vector<ui32>& keyColumns, const THolderFactory& holderFactory, bool isAny);
+    TGraceJoinPacker(const std::vector<TType*>& columnTypes, const std::vector<ui32>& keyColumns,
+            const THolderFactory& holderFactory, bool isAny, NUdf::TLoggerPtr logger, NUdf::TLogComponentId logComponent);
 };
 
 
@@ -430,10 +433,13 @@ void TGraceJoinPacker::UnPack()  {
 }
 
 
-TGraceJoinPacker::TGraceJoinPacker(const std::vector<TType *> & columnTypes, const std::vector<ui32>& keyColumns, const THolderFactory& holderFactory, bool isAny) :
+TGraceJoinPacker::TGraceJoinPacker(const std::vector<TType *> & columnTypes, const std::vector<ui32>& keyColumns,
+        const THolderFactory& holderFactory, bool isAny, NUdf::TLoggerPtr logger = nullptr, NUdf::TLogComponentId logComponent = 0) :
                                     ColumnTypes(columnTypes)
                                     , HolderFactory(holderFactory)
-                                    , IsAny(isAny) {
+                                    , IsAny(isAny)
+                                    , Logger(logger)
+                                    , LogComponent(logComponent) {
 
     ui64 nColumns = ColumnTypes.size();
     ui64 nKeyColumns = keyColumns.size();
@@ -550,8 +556,9 @@ TGraceJoinPacker::TGraceJoinPacker(const std::vector<TType *> & columnTypes, con
     }
 
     TablePtr = std::make_unique<GraceJoin::TTable>(
+        Logger, LogComponent,
         PackedKeyIntColumnsNum, KeyStrColumnsNum, PackedDataIntColumnsNum,
-        DataStrColumnsNum, KeyIColumnsNum, DataIColumnsNum, NullsBitmapSize, cti_p, IsAny );
+        DataStrColumnsNum, KeyIColumnsNum, DataIColumnsNum, NullsBitmapSize, cti_p, IsAny);
 
 }
 
@@ -569,7 +576,7 @@ public:
         EJoinKind joinKind,  EAnyJoinSettings anyJoinSettings, const std::vector<ui32>& leftKeyColumns, const std::vector<ui32>& rightKeyColumns,
         const std::vector<ui32>& leftRenames, const std::vector<ui32>& rightRenames,
         const std::vector<TType*>& leftColumnsTypes, const std::vector<TType*>& rightColumnsTypes, TComputationContext& ctx,
-        const bool isSelfJoin, bool isSpillingAllowed)
+        const bool isSelfJoin, bool isSpillingAllowed, NUdf::TLoggerPtr logger, NUdf::TLogComponentId logComponent)
     :  TBase(memInfo)
     ,   FlowLeft(flowLeft)
     ,   FlowRight(flowRight)
@@ -578,9 +585,9 @@ public:
     ,   RightKeyColumns(rightKeyColumns)
     ,   LeftRenames(leftRenames)
     ,   RightRenames(rightRenames)
-    ,   LeftPacker(std::make_unique<TGraceJoinPacker>(leftColumnsTypes, leftKeyColumns, ctx.HolderFactory, (anyJoinSettings == EAnyJoinSettings::Left || anyJoinSettings == EAnyJoinSettings::Both || joinKind == EJoinKind::RightSemi || joinKind == EJoinKind::RightOnly)))
-    ,   RightPacker(std::make_unique<TGraceJoinPacker>(rightColumnsTypes, rightKeyColumns, ctx.HolderFactory, (anyJoinSettings == EAnyJoinSettings::Right || anyJoinSettings == EAnyJoinSettings::Both || joinKind == EJoinKind::LeftSemi || joinKind == EJoinKind::LeftOnly)))
-    ,   JoinedTablePtr(std::make_unique<GraceJoin::TTable>())
+    ,   LeftPacker(std::make_unique<TGraceJoinPacker>(leftColumnsTypes, leftKeyColumns, ctx.HolderFactory, (anyJoinSettings == EAnyJoinSettings::Left || anyJoinSettings == EAnyJoinSettings::Both || joinKind == EJoinKind::RightSemi || joinKind == EJoinKind::RightOnly), logger, logComponent))
+    ,   RightPacker(std::make_unique<TGraceJoinPacker>(rightColumnsTypes, rightKeyColumns, ctx.HolderFactory, (anyJoinSettings == EAnyJoinSettings::Right || anyJoinSettings == EAnyJoinSettings::Both || joinKind == EJoinKind::LeftSemi || joinKind == EJoinKind::LeftOnly), logger, logComponent))
+    ,   JoinedTablePtr(std::make_unique<GraceJoin::TTable>(logger, logComponent))
     ,   JoinCompleted(std::make_unique<bool>(false))
     ,   PartialJoinCompleted(std::make_unique<bool>(false))
     ,   HaveMoreLeftRows(std::make_unique<bool>(true))
@@ -588,8 +595,10 @@ public:
     ,   IsSelfJoin_(isSelfJoin)
     ,   SelfJoinSameKeys_(isSelfJoin && (leftKeyColumns == rightKeyColumns))
     ,   IsSpillingAllowed(isSpillingAllowed)
+    ,   Logger(logger)
+    ,   LogComponent(logComponent)
     {
-        YQL_LOG(GRACEJOIN_DEBUG) << (const void *)&*JoinedTablePtr << "# AnyJoinSettings=" << (int)anyJoinSettings << " JoinKind=" << (int)joinKind;
+        UDF_LOG(Logger, LogComponent, GRACEJOIN_DEBUG, TStringBuilder() << (const void *)&*JoinedTablePtr << "# AnyJoinSettings=" << (int)anyJoinSettings << " JoinKind=" << (int)joinKind);
         if (IsSelfJoin_) {
             LeftPacker->BatchSize = std::numeric_limits<ui64>::max();
             RightPacker->BatchSize = std::numeric_limits<ui64>::max();
@@ -646,12 +655,14 @@ private:
         LogMemoryUsage();
         switch(mode) {
             case EOperatingMode::InMemory: {
-                YQL_LOG(INFO) << (const void *)&*JoinedTablePtr << "# switching Memory mode to InMemory";
+                UDF_LOG(Logger, LogComponent, NUdf::ELogLevel::Info, TStringBuilder()
+                        << (const void *)&*JoinedTablePtr << "# switching Memory mode to InMemory");
                 MKQL_ENSURE(false, "Internal logic error");
                 break;
             }
             case EOperatingMode::Spilling: {
-                YQL_LOG(INFO) << (const void *)&*JoinedTablePtr << "# switching Memory mode to Spilling";
+                UDF_LOG(Logger, LogComponent, NUdf::ELogLevel::Info, TStringBuilder()
+                        << (const void *)&*JoinedTablePtr << "# switching Memory mode to Spilling");
                 MKQL_ENSURE(EOperatingMode::InMemory == Mode, "Internal logic error");
                 auto spiller = ctx.SpillerFactory->CreateSpiller();
                 RightPacker->TablePtr->InitializeBucketSpillers(spiller);
@@ -659,7 +670,8 @@ private:
                 break;
             }
             case EOperatingMode::ProcessSpilled: {
-                YQL_LOG(INFO) << (const void *)&*JoinedTablePtr << "# switching Memory mode to ProcessSpilled";
+                UDF_LOG(Logger, LogComponent, NUdf::ELogLevel::Info, TStringBuilder()
+                        << (const void *)&*JoinedTablePtr << "# switching Memory mode to ProcessSpilled");
                 SpilledBucketsJoinOrder.reserve(GraceJoin::NumberOfBuckets);
                 for (ui32 i = 0; i < GraceJoin::NumberOfBuckets; ++i) SpilledBucketsJoinOrder.push_back(i);
 
@@ -796,6 +808,11 @@ private:
     }
 
     void LogMemoryUsage() const {
+        const auto memoryUsageLogLevel = NUdf::ELogLevel::Info;
+        if (!Logger->IsActive(LogComponent, memoryUsageLogLevel)) {
+            return;
+        }
+
         const auto used = TlsAllocState->GetUsed();
         const auto limit = TlsAllocState->GetLimit();
         TStringBuilder logmsg;
@@ -805,7 +822,7 @@ private:
         }
         logmsg << (used/1_MB) << "MB/" << (limit/1_MB) << "MB";
 
-        YQL_LOG(INFO) << logmsg;
+        UDF_LOG(Logger, LogComponent, memoryUsageLogLevel, logmsg);
     }
 
     EFetchResult DoCalculateInMemory(TComputationContext& ctx, NUdf::TUnboxedValue*const* output) {
@@ -857,11 +874,10 @@ private:
                 (!*HaveMoreRightRows && (!*HaveMoreLeftRows || LeftPacker->TuplesBatchPacked >= LeftPacker->BatchSize )) ||
                 (!*HaveMoreLeftRows && RightPacker->TuplesBatchPacked >= RightPacker->BatchSize))) {
 
-                YQL_LOG(GRACEJOIN_TRACE)
+                UDF_LOG(Logger, LogComponent, GRACEJOIN_TRACE, TStringBuilder()
                     << (const void *)&*JoinedTablePtr << '#'
                     << " HaveLeft " << *HaveMoreLeftRows << " LeftPacked " << LeftPacker->TuplesBatchPacked << " LeftBatch " << LeftPacker->BatchSize
-                    << " HaveRight " << *HaveMoreRightRows << " RightPacked " << RightPacker->TuplesBatchPacked << " RightBatch " << RightPacker->BatchSize
-                    ;
+                    << " HaveRight " << *HaveMoreRightRows << " RightPacked " << RightPacker->TuplesBatchPacked << " RightBatch " << RightPacker->BatchSize);
 
                 auto& leftTable = *LeftPacker->TablePtr;
                 auto& rightTable = SelfJoinSameKeys_ ? *LeftPacker->TablePtr : *RightPacker->TablePtr;
@@ -1048,6 +1064,9 @@ private:
     NYql::NUdf::TCounter CounterOutputRows_;
     ui32 SpilledBucketsJoinOrderCurrentIndex = 0;
     std::vector<ui32> SpilledBucketsJoinOrder;
+
+    const NUdf::TLoggerPtr Logger;
+    const NUdf::TLogComponentId LogComponent;
 };
 
 class TGraceJoinWrapper : public TStatefulWideFlowCodegeneratorNode<TGraceJoinWrapper> {
@@ -1167,10 +1186,14 @@ class TGraceJoinWrapper : public TStatefulWideFlowCodegeneratorNode<TGraceJoinWr
         }
 
         void MakeSpillingSupportState(TComputationContext& ctx, NUdf::TUnboxedValue& state) const {
+            NYql::NUdf::TLoggerPtr logger = ctx.MakeLogger();
+            NYql::NUdf::TLogComponentId logComponent = logger->RegisterComponent("GraceJoin");
+            UDF_LOG(logger, logComponent, NUdf::ELogLevel::Debug, TStringBuilder() << "State initialized");
+
             state = ctx.HolderFactory.Create<TGraceJoinSpillingSupportState>(
                 FlowLeft, FlowRight, JoinKind, AnyJoinSettings_, LeftKeyColumns, RightKeyColumns,
                 LeftRenames, RightRenames, LeftColumnsTypes, RightColumnsTypes,
-                ctx, IsSelfJoin_, IsSpillingAllowed);
+                ctx, IsSelfJoin_, IsSpillingAllowed, logger, logComponent);
         }
 
         IComputationWideFlowNode *const  FlowLeft;
diff --git a/yql/essentials/minikql/comp_nodes/mkql_grace_join_imp.cpp b/yql/essentials/minikql/comp_nodes/mkql_grace_join_imp.cpp
index 5163d779423..5ea63283143 100644
--- a/yql/essentials/minikql/comp_nodes/mkql_grace_join_imp.cpp
+++ b/yql/essentials/minikql/comp_nodes/mkql_grace_join_imp.cpp
@@ -368,6 +368,7 @@ bool TTable::TryToPreallocateMemoryForJoin(TTable & t1, TTable & t2, EJoinKind /
         }
 
         if (wasException || TlsAllocState->IsMemoryYellowZoneEnabled()) {
+            UDF_LOG(Logger_, LogComponent_, NUdf::ELogLevel::Debug, TStringBuilder() << "Preallocation failed. WasException: " << wasException);
             for (ui64 i = 0; i < bucket; ++i) {
                 auto& b1 = t1.TableBuckets[i];
                 b1.JoinSlots.resize(0);
@@ -673,7 +674,7 @@ void TTable::Join( TTable & t1, TTable & t2, EJoinKind joinKind, bool hasMoreLef
         BloomHits_ += bloomHits;
         BloomLookups_ += bloomLookups;
 
-        YQL_LOG(GRACEJOIN_TRACE)
+        UDF_LOG(Logger_, LogComponent_, GRACEJOIN_TRACE, TStringBuilder()
             << (const void *)this << '#'
             << bucket
             << " Table1 " << JoinTable1->TableBucketsStats[bucket].TuplesNum
@@ -685,7 +686,7 @@ void TTable::Join( TTable & t1, TTable & t2, EJoinKind joinKind, bool hasMoreLef
             << " joinKind " << (int)JoinKind
             << " swapTables " << swapTables
             << " initHashTable " << initHashTable
-            ;
+            );
     }
 
     HasMoreLeftTuples_ = hasMoreLeftTuples;
@@ -1062,10 +1063,12 @@ void TTable::PrepareBucket(ui64 bucket) {
 }
 
 // Creates new table with key columns and data columns
-TTable::TTable( ui64 numberOfKeyIntColumns, ui64 numberOfKeyStringColumns,
+TTable::TTable( NUdf::TLoggerPtr logger, NUdf::TLogComponentId logComponent,
+                ui64 numberOfKeyIntColumns, ui64 numberOfKeyStringColumns,
                 ui64 numberOfDataIntColumns, ui64 numberOfDataStringColumns,
                 ui64 numberOfKeyIColumns, ui64 numberOfDataIColumns,
-                ui64 nullsBitmapSize,  TColTypeInterface * colInterfaces, bool isAny ) :
+                ui64 nullsBitmapSize,  TColTypeInterface * colInterfaces,
+                bool isAny) :
 
                 NumberOfKeyIntColumns(numberOfKeyIntColumns),
                 NumberOfKeyStringColumns(numberOfKeyStringColumns),
@@ -1075,7 +1078,9 @@ TTable::TTable( ui64 numberOfKeyIntColumns, ui64 numberOfKeyStringColumns,
                 NumberOfDataIColumns(numberOfDataIColumns),
                 ColInterfaces(colInterfaces),
                 NullsBitmapSize_(nullsBitmapSize),
-                IsAny_(isAny)  {
+                IsAny_(isAny),
+                Logger_(logger),
+                LogComponent_(logComponent) {
 
     NumberOfKeyColumns = NumberOfKeyIntColumns + NumberOfKeyStringColumns + NumberOfKeyIColumns;
     NumberOfDataColumns = NumberOfDataIntColumns + NumberOfDataStringColumns + NumberOfDataIColumns;
@@ -1114,16 +1119,21 @@ TTable::TTable( ui64 numberOfKeyIntColumns, ui64 numberOfKeyStringColumns,
 }
 
 TTable::~TTable() {
-    YQL_LOG_IF(GRACEJOIN_DEBUG, InitHashTableCount_)
+    UDF_LOG_IF(InitHashTableCount_, Logger_, LogComponent_, GRACEJOIN_DEBUG, TStringBuilder()
         << (const void *)this << '#' << "InitHashTableCount " << InitHashTableCount_
         << " BloomLookups " << BloomLookups_ << " BloomHits " << BloomHits_ << " BloomFalsePositives " << BloomFalsePositives_
         << " HashLookups " << HashLookups_ << " HashChainTraversal " << HashO1Iterations_/(double)HashLookups_ << " HashSlotOperations " << HashSlotIterations_/(double)HashLookups_
         << " Table1 " << JoinTable1Total_ << " Table2 " << JoinTable2Total_ << " TuplesFound " << TuplesFound_
-        ;
-    YQL_LOG_IF(GRACEJOIN_DEBUG, JoinTable1 && JoinTable1->AnyFiltered_) << (const void *)this << '#' << "L AnyFiltered " <<  JoinTable1->AnyFiltered_;
-    YQL_LOG_IF(GRACEJOIN_DEBUG, JoinTable1 && JoinTable1->BloomLookups_) << (const void *)this << '#' << "L BloomLookups " <<  JoinTable1->BloomLookups_ << " BloomHits " <<  JoinTable1->BloomHits_;
-    YQL_LOG_IF(GRACEJOIN_DEBUG, JoinTable2 && JoinTable2->AnyFiltered_) << (const void *)this << '#' << "R AnyFiltered " <<  JoinTable2->AnyFiltered_;
-    YQL_LOG_IF(GRACEJOIN_DEBUG, JoinTable2 && JoinTable2->BloomLookups_) << (const void *)this << '#' << "R BloomLookups " <<  JoinTable2->BloomLookups_ << " BloomHits " <<  JoinTable2->BloomHits_;
+        );
+
+    UDF_LOG_IF(JoinTable1 && JoinTable1->AnyFiltered_, Logger_, LogComponent_, GRACEJOIN_DEBUG, TStringBuilder()
+        << (const void *)this << '#' << "L AnyFiltered " <<  JoinTable1->AnyFiltered_);
+    UDF_LOG_IF(JoinTable1 && JoinTable1->BloomLookups_, Logger_, LogComponent_, GRACEJOIN_DEBUG, TStringBuilder()
+        << (const void *)this << '#' << "L BloomLookups " <<  JoinTable1->BloomLookups_ << " BloomHits " <<  JoinTable1->BloomHits_);
+    UDF_LOG_IF(JoinTable2 && JoinTable2->AnyFiltered_, Logger_, LogComponent_, GRACEJOIN_DEBUG, TStringBuilder()
+        << (const void *)this << '#' << "R AnyFiltered " <<  JoinTable2->AnyFiltered_);
+    UDF_LOG_IF(JoinTable2 && JoinTable2->BloomLookups_, Logger_, LogComponent_, GRACEJOIN_DEBUG, TStringBuilder()
+        << (const void *)this << '#' << "R BloomLookups " <<  JoinTable2->BloomLookups_ << " BloomHits " <<  JoinTable2->BloomHits_);
 };
 
 TTableBucketSpiller::TTableBucketSpiller(ISpiller::TPtr spiller, size_t sizeLimit)
diff --git a/yql/essentials/minikql/comp_nodes/mkql_grace_join_imp.h b/yql/essentials/minikql/comp_nodes/mkql_grace_join_imp.h
index b918ce9b909..6c9256bc036 100644
--- a/yql/essentials/minikql/comp_nodes/mkql_grace_join_imp.h
+++ b/yql/essentials/minikql/comp_nodes/mkql_grace_join_imp.h
@@ -11,8 +11,8 @@ namespace NMiniKQL {
 namespace GraceJoin {
 
 class TTableBucketSpiller;
-#define GRACEJOIN_DEBUG DEBUG
-#define GRACEJOIN_TRACE TRACE
+#define GRACEJOIN_DEBUG NUdf::ELogLevel::Debug
+#define GRACEJOIN_TRACE NUdf::ELogLevel::Trace
 
 const ui64 BitsForNumberOfBuckets = 6; // 2^6 = 64
 const ui64 BucketsMask = (0x00000001 << BitsForNumberOfBuckets)  - 1;
@@ -348,6 +348,9 @@ class TTable {
 
     ui64 TuplesFound_ = 0; // Total number of matching keys found during join
 
+    const NUdf::TLoggerPtr Logger_ = nullptr; // Logger instance
+    const NUdf::TLogComponentId LogComponent_ = 0; // Unique component id. GraceJoin here.
+
 public:
 
 
@@ -417,10 +420,12 @@ public:
     void Clear();
 
     // Creates new table with key columns and data columns
-    TTable(ui64 numberOfKeyIntColumns = 0, ui64 numberOfKeyStringColumns = 0,
-            ui64 numberOfDataIntColumns = 0, ui64 numberOfDataStringColumns = 0,
-            ui64 numberOfKeyIColumns = 0, ui64 numberOfDataIColumns = 0,
-            ui64 nullsBitmapSize = 1, TColTypeInterface * colInterfaces = nullptr, bool isAny = false);
+    TTable(NUdf::TLoggerPtr logger = nullptr, NUdf::TLogComponentId logComponent = 0,
+           ui64 numberOfKeyIntColumns = 0, ui64 numberOfKeyStringColumns = 0,
+           ui64 numberOfDataIntColumns = 0, ui64 numberOfDataStringColumns = 0,
+           ui64 numberOfKeyIColumns = 0, ui64 numberOfDataIColumns = 0,
+           ui64 nullsBitmapSize = 1, TColTypeInterface * colInterfaces = nullptr,
+           bool isAny = false);
 
     enum class EAddTupleResult { Added, Unmatched, AnyMatch };
     // Adds new tuple to the table.  intColumns, stringColumns - data of columns,
diff --git a/yql/essentials/minikql/comp_nodes/mkql_iterable.cpp b/yql/essentials/minikql/comp_nodes/mkql_iterable.cpp
index f5602fb8e85..4036b225dc5 100644
--- a/yql/essentials/minikql/comp_nodes/mkql_iterable.cpp
+++ b/yql/essentials/minikql/comp_nodes/mkql_iterable.cpp
@@ -123,7 +123,7 @@ public:
 private:
     void RegisterDependencies() const final {
         DependsOn(Stream);
-        Arg->AddDependence(Stream);
+        Own(Arg);
     }
 
     IComputationNode* const Stream;
diff --git a/yql/essentials/minikql/comp_nodes/mkql_wide_combine.cpp b/yql/essentials/minikql/comp_nodes/mkql_wide_combine.cpp
index 8a3052faa1a..68b22cd7364 100644
--- a/yql/essentials/minikql/comp_nodes/mkql_wide_combine.cpp
+++ b/yql/essentials/minikql/comp_nodes/mkql_wide_combine.cpp
@@ -248,8 +248,19 @@ private:
         return KeyWidth + StateWidth;
     }
 public:
-    TState(TMemoryUsageInfo* memInfo, ui32 keyWidth, ui32 stateWidth, const THashFunc& hash, const TEqualsFunc& equal, bool allowOutOfMemory = true)
-        : TBase(memInfo), KeyWidth(keyWidth), StateWidth(stateWidth), AllowOutOfMemory(allowOutOfMemory), Hash(hash), Equal(equal) {
+    TState(
+        TMemoryUsageInfo* memInfo, ui32 keyWidth, ui32 stateWidth, const THashFunc& hash, const TEqualsFunc& equal,
+        NUdf::TLoggerPtr logger, NUdf::TLogComponentId logComponent, bool allowOutOfMemory = true
+    )
+        : TBase(memInfo)
+        , KeyWidth(keyWidth)
+        , StateWidth(stateWidth)
+        , AllowOutOfMemory(allowOutOfMemory)
+        , Hash(hash)
+        , Equal(equal)
+        , Logger(logger)
+        , LogComponent(logComponent)
+    {
         CurrentPage = &Storage.emplace_back(RowSize() * CountRowsOnPage, NUdf::TUnboxedValuePod());
         CurrentPosition = 0;
         Tongue = CurrentPage->data();
@@ -295,7 +306,7 @@ public:
         try {
             States->CheckGrow();
         } catch (TMemoryLimitExceededException) {
-            YQL_LOG(INFO) << "State failed to grow";
+            UDF_LOG(Logger, LogComponent, NUdf::ELogLevel::Info, TStringBuilder() << "State failed to grow");
             if (IsOutOfMemory || !AllowOutOfMemory) {
                 throw;
             } else {
@@ -373,6 +384,8 @@ private:
     std::unique_ptr<TStates> States;
     const THashFunc Hash;
     const TEqualsFunc Equal;
+    const NUdf::TLoggerPtr Logger;
+    const NUdf::TLogComponentId LogComponent;
 };
 
 class TSpillingSupportState : public TComputationValue<TSpillingSupportState> {
@@ -421,10 +434,11 @@ public:
     TSpillingSupportState(
         TMemoryUsageInfo* memInfo,
         const TMultiType* usedInputItemType, const TMultiType* keyAndStateType, ui32 keyWidth, size_t itemNodesSize,
-        const THashFunc& hash, const TEqualsFunc& equal, bool allowSpilling, TComputationContext& ctx
+        const THashFunc& hash, const TEqualsFunc& equal, bool allowSpilling, TComputationContext& ctx,
+        NUdf::TLoggerPtr logger, NUdf::TLogComponentId logComponent
     )
         : TBase(memInfo)
-        , InMemoryProcessingState(memInfo, keyWidth, keyAndStateType->GetElementsCount() - keyWidth, hash, equal, allowSpilling && ctx.SpillerFactory)
+        , InMemoryProcessingState(memInfo, keyWidth, keyAndStateType->GetElementsCount() - keyWidth, hash, equal, logger, logComponent, allowSpilling && ctx.SpillerFactory)
         , UsedInputItemType(usedInputItemType)
         , KeyAndStateType(keyAndStateType)
         , KeyWidth(keyWidth)
@@ -436,6 +450,8 @@ public:
         , Equal(equal)
         , AllowSpilling(allowSpilling)
         , Ctx(ctx)
+        , Logger(logger)
+        , LogComponent(logComponent)
     {
         BufferForUsedInputItems.reserve(usedInputItemType->GetElementsCount());
         Tongue = InMemoryProcessingState.Tongue;
@@ -726,6 +742,10 @@ private:
     }
 
     void LogMemoryUsage() const {
+        const auto memoryUsageLogLevel = NUdf::ELogLevel::Info;
+        if (!Logger->IsActive(LogComponent, memoryUsageLogLevel)) {
+            return;
+        }
         const auto used = TlsAllocState->GetUsed();
         const auto limit = TlsAllocState->GetLimit();
         TStringBuilder logmsg;
@@ -735,7 +755,7 @@ private:
         }
         logmsg << (used/1_MB) << "MB/" << (limit/1_MB) << "MB";
 
-        YQL_LOG(INFO) << logmsg;
+        UDF_LOG(Logger, LogComponent, memoryUsageLogLevel, logmsg);
     }
 
     void SpillMoreStateFromBucket(TSpilledBucket& bucket) {
@@ -858,31 +878,32 @@ private:
     void SwitchMode(EOperatingMode mode) {
         switch(mode) {
             case EOperatingMode::InMemory: {
-                YQL_LOG(INFO) << "switching Memory mode to InMemory";
+                UDF_LOG(Logger, LogComponent, NUdf::ELogLevel::Info, "switching Memory mode to InMemory");
                 MKQL_ENSURE(false, "Internal logic error");
                 break;
             }
             case EOperatingMode::SplittingState: {
-                YQL_LOG(INFO) << "switching Memory mode to SplittingState";
+                UDF_LOG(Logger, LogComponent, NUdf::ELogLevel::Info, "switching Memory mode to SplittingState");
                 MKQL_ENSURE(EOperatingMode::InMemory == Mode, "Internal logic error");
                 SpilledBuckets.resize(SpilledBucketCount);
                 auto spiller = Ctx.SpillerFactory->CreateSpiller();
                 for (auto &b: SpilledBuckets) {
                     b.SpilledState = std::make_unique<TWideUnboxedValuesSpillerAdapter>(spiller, KeyAndStateType, 5_MB);
                     b.SpilledData = std::make_unique<TWideUnboxedValuesSpillerAdapter>(spiller, UsedInputItemType, 5_MB);
-                    b.InMemoryProcessingState = std::make_unique<TState>(MemInfo, KeyWidth, KeyAndStateType->GetElementsCount() - KeyWidth, Hasher, Equal, false);
+                    b.InMemoryProcessingState = std::make_unique<TState>(MemInfo, KeyWidth,
+                            KeyAndStateType->GetElementsCount() - KeyWidth, Hasher, Equal, Logger, LogComponent, false);
                 }
                 break;
             }
             case EOperatingMode::Spilling: {
-                YQL_LOG(INFO) << "switching Memory mode to Spilling";
+                UDF_LOG(Logger, LogComponent, NUdf::ELogLevel::Info, "switching Memory mode to Spilling");
                 MKQL_ENSURE(EOperatingMode::SplittingState == Mode || EOperatingMode::InMemory == Mode, "Internal logic error");
 
                 Tongue = ViewForKeyAndState.data();
                 break;
             }
             case EOperatingMode::ProcessSpilled: {
-                YQL_LOG(INFO) << "switching Memory mode to ProcessSpilled";
+                UDF_LOG(Logger, LogComponent, NUdf::ELogLevel::Info, "switching Memory mode to ProcessSpilled");
                 MKQL_ENSURE(EOperatingMode::Spilling == Mode, "Internal logic error");
                 MKQL_ENSURE(SpilledBuckets.size() == SpilledBucketCount, "Internal logic error");
                 MKQL_ENSURE(BufferForUsedInputItems.empty(), "Internal logic error");
@@ -940,6 +961,9 @@ private:
 
     TComputationContext& Ctx;
     NYql::NUdf::TCounter CounterOutputRows_;
+
+    const NUdf::TLoggerPtr Logger;
+    const NUdf::TLogComponentId LogComponent;
 };
 
 #ifndef MKQL_DISABLE_CODEGEN
@@ -1402,12 +1426,18 @@ public:
 #endif
 private:
     void MakeState(TComputationContext& ctx, NUdf::TUnboxedValue& state) const {
+        NYql::NUdf::TLoggerPtr logger = ctx.MakeLogger();
+        NYql::NUdf::TLogComponentId logComponent = logger->RegisterComponent("WideCombine");
+        UDF_LOG(logger, logComponent, NUdf::ELogLevel::Debug, TStringBuilder() << "State initialized");
+
 #ifdef MKQL_DISABLE_CODEGEN
-        state = ctx.HolderFactory.Create<TState>(Nodes.KeyNodes.size(), Nodes.StateNodes.size(), TMyValueHasher(KeyTypes), TMyValueEqual(KeyTypes));
+        state = ctx.HolderFactory.Create<TState>(Nodes.KeyNodes.size(), Nodes.StateNodes.size(),
+                TMyValueHasher(KeyTypes), TMyValueEqual(KeyTypes), logger, logComponent);
 #else
         state = ctx.HolderFactory.Create<TState>(Nodes.KeyNodes.size(), Nodes.StateNodes.size(),
             ctx.ExecuteLLVM && Hash ? THashFunc(std::ptr_fun(Hash)) : THashFunc(TMyValueHasher(KeyTypes)),
-            ctx.ExecuteLLVM && Equals ? TEqualsFunc(std::ptr_fun(Equals)) : TEqualsFunc(TMyValueEqual(KeyTypes))
+            ctx.ExecuteLLVM && Equals ? TEqualsFunc(std::ptr_fun(Equals)) : TEqualsFunc(TMyValueEqual(KeyTypes)),
+            logger, logComponent
         );
 #endif
         if (ctx.CountersProvider) {
@@ -1832,6 +1862,10 @@ public:
 #endif
 private:
     void MakeState(TComputationContext& ctx, NUdf::TUnboxedValue& state) const {
+        NYql::NUdf::TLoggerPtr logger = ctx.MakeLogger();
+        NYql::NUdf::TLogComponentId logComponent = logger->RegisterComponent("WideLastCombine");
+        UDF_LOG(logger, logComponent, NUdf::ELogLevel::Debug, TStringBuilder() << "State initialized");
+
         state = ctx.HolderFactory.Create<TSpillingSupportState>(UsedInputItemType, KeyAndStateType,
             Nodes.KeyNodes.size(),
             Nodes.ItemNodes.size(),
@@ -1839,11 +1873,13 @@ private:
             TMyValueHasher(KeyTypes),
             TMyValueEqual(KeyTypes),
 #else
-           ctx.ExecuteLLVM && Hash ? THashFunc(std::ptr_fun(Hash)) : THashFunc(TMyValueHasher(KeyTypes)),
-           ctx.ExecuteLLVM && Equals ? TEqualsFunc(std::ptr_fun(Equals)) : TEqualsFunc(TMyValueEqual(KeyTypes)),
+            ctx.ExecuteLLVM && Hash ? THashFunc(std::ptr_fun(Hash)) : THashFunc(TMyValueHasher(KeyTypes)),
+            ctx.ExecuteLLVM && Equals ? TEqualsFunc(std::ptr_fun(Equals)) : TEqualsFunc(TMyValueEqual(KeyTypes)),
 #endif
             AllowSpilling,
-            ctx
+            ctx,
+            logger,
+            logComponent
         );
     }
 
@@ -1996,7 +2032,6 @@ IComputationNode* WrapWideCombiner(TCallable& callable, const TComputationNodeFa
 }
 
 IComputationNode* WrapWideLastCombiner(TCallable& callable, const TComputationNodeFactoryContext& ctx) {
-    YQL_LOG(INFO) << "Found non-serializable type, spilling is disabled";
     return WrapWideCombinerT<true>(callable, ctx, false);
 }
 
diff --git a/yql/essentials/minikql/comp_nodes/mkql_wide_top_sort.cpp b/yql/essentials/minikql/comp_nodes/mkql_wide_top_sort.cpp
index def9de2b960..c814cf09a0d 100644
--- a/yql/essentials/minikql/comp_nodes/mkql_wide_top_sort.cpp
+++ b/yql/essentials/minikql/comp_nodes/mkql_wide_top_sort.cpp
@@ -651,7 +651,7 @@ private:
 
 public:
     TSpillingSupportState(TMemoryUsageInfo* memInfo, const bool* directons, size_t keyWidth, const TCompareFunc& compare,
-        const std::vector<ui32>& indexes, TMultiType* tupleMultiType, const TComputationContext& ctx)
+        const std::vector<ui32>& indexes, TMultiType* tupleMultiType, const TComputationContext& ctx, NUdf::TLoggerPtr logger, NUdf::TLogComponentId logComponent)
         : TBase(memInfo)
         , Indexes(indexes)
         , Directions(directons, directons + keyWidth)
@@ -659,6 +659,8 @@ public:
         , Fields(Indexes.size(), nullptr)
         , TupleMultiType(tupleMultiType)
         , Ctx(ctx)
+        , Logger(logger)
+        , LogComponent(logComponent)
     {
         if (Ctx.SpillerFactory) {
             Spiller = Ctx.SpillerFactory->CreateSpiller();
@@ -678,7 +680,8 @@ public:
                 ResetFields();
                 auto nextMode = (IsReadFromChannelFinished() ? EOperatingMode::ProcessSpilled : EOperatingMode::InMemory);
 
-                YQL_LOG(INFO) << (nextMode == EOperatingMode::ProcessSpilled ? "Switching to ProcessSpilled" : "Switching to Memory mode");
+                UDF_LOG(Logger, LogComponent, NUdf::ELogLevel::Info, TStringBuilder() <<
+                        (nextMode == EOperatingMode::ProcessSpilled ? "Switching to ProcessSpilled" : "Switching to Memory mode"));
 
                 SwitchMode(nextMode);
                 return IsReadyToContinue();
@@ -712,8 +715,8 @@ public:
             const auto used = TlsAllocState->GetUsed();
             const auto limit = TlsAllocState->GetLimit();
 
-            YQL_LOG(INFO) << "Yellow zone reached " << (used*100/limit) << "%=" << used << "/" << limit;
-            YQL_LOG(INFO) << "Switching Memory mode to Spilling";
+            UDF_LOG(Logger, LogComponent, NUdf::ELogLevel::Info, TStringBuilder() << "Yellow zone reached " << (used*100/limit) << "%=" << used << "/" << limit);
+            UDF_LOG(Logger, LogComponent, NUdf::ELogLevel::Info, "Switching Memory mode to Spilling");
 
             SwitchMode(EOperatingMode::Spilling);
         }
@@ -860,6 +863,8 @@ private:
     std::vector<TSpilledUnboxedValuesIterator> SpilledUnboxedValuesIterators;
     ISpiller::TPtr Spiller = nullptr;
     bool IsHeapBuilt = false;
+    const NYql::NUdf::TLoggerPtr Logger;
+    const NYql::NUdf::TLogComponentId LogComponent;
 };
 
 class TWideSortWrapper: public TStatefulWideFlowCodegeneratorNode<TWideSortWrapper>
@@ -1101,10 +1106,13 @@ public:
 #endif
 private:
     void MakeState(TComputationContext& ctx, NUdf::TUnboxedValue& state, const bool* directions) const {
+        NYql::NUdf::TLoggerPtr logger = ctx.MakeLogger();
+        NYql::NUdf::TLogComponentId logComponent = logger->RegisterComponent("WideSort");
+        UDF_LOG(logger, logComponent, NUdf::ELogLevel::Debug, TStringBuilder() << "State initialized");
 #ifdef MKQL_DISABLE_CODEGEN
-        state = ctx.HolderFactory.Create<TSpillingSupportState>(directions, Directions.size(), TMyValueCompare(Keys), Indexes, TupleMultiType, ctx);
+        state = ctx.HolderFactory.Create<TSpillingSupportState>(directions, Directions.size(), TMyValueCompare(Keys), Indexes, TupleMultiType, ctx, logger, logComponent);
 #else
-        state = ctx.HolderFactory.Create<TSpillingSupportState>(directions, Directions.size(), ctx.ExecuteLLVM && Compare ? TCompareFunc(Compare) : TCompareFunc(TMyValueCompare(Keys)), Indexes, TupleMultiType, ctx);
+        state = ctx.HolderFactory.Create<TSpillingSupportState>(directions, Directions.size(), ctx.ExecuteLLVM && Compare ? TCompareFunc(Compare) : TCompareFunc(TMyValueCompare(Keys)), Indexes, TupleMultiType, ctx, logger, logComponent);
 #endif
     }
 
diff --git a/yql/essentials/minikql/comp_nodes/ut/mkql_block_map_join_ut.cpp b/yql/essentials/minikql/comp_nodes/ut/mkql_block_map_join_ut.cpp
index add6f4731a0..27ca8502a85 100644
--- a/yql/essentials/minikql/comp_nodes/ut/mkql_block_map_join_ut.cpp
+++ b/yql/essentials/minikql/comp_nodes/ut/mkql_block_map_join_ut.cpp
@@ -25,6 +25,22 @@ TRuntimeNode ToWideStream(TProgramBuilder& pgmBuilder, TRuntimeNode list) {
     return pgmBuilder.FromFlow(wideFlow);
 }
 
+// List<Tuple<T1, ..., Tn, Tlast>> -> List<Struct<"0": Block<T1>, ..., "n": Block<Tn>, "_yql_block_length": Scalar<Tlast>>>
+TRuntimeNode ToBlockList(TProgramBuilder& pgmBuilder, TRuntimeNode list) {
+    return pgmBuilder.Map(list,
+        [&](TRuntimeNode tupleNode) -> TRuntimeNode {
+            TTupleType* tupleType = AS_TYPE(TTupleType, tupleNode.GetStaticType());
+            std::vector<const std::pair<std::string_view, TRuntimeNode>> items;
+            items.emplace_back(NYql::BlockLengthColumnName, pgmBuilder.Nth(tupleNode, tupleType->GetElementsCount() - 1));
+            for (size_t i = 0; i < tupleType->GetElementsCount() - 1; i++) {
+                const auto& memberName = pgmBuilder.GetTypeEnvironment().InternName(ToString(i));
+                items.emplace_back(memberName.Str(), pgmBuilder.Nth(tupleNode, i));
+            }
+            return pgmBuilder.NewStruct(items);
+        }
+    );
+}
+
 // Stream<Multi<...>> -> List<Tuple<...>>
 TRuntimeNode FromWideStream(TProgramBuilder& pgmBuilder, TRuntimeNode stream) {
     return pgmBuilder.Collect(pgmBuilder.NarrowMap(pgmBuilder.ToFlow(stream),
@@ -44,21 +60,21 @@ TRuntimeNode BuildBlockJoin(TProgramBuilder& pgmBuilder, EJoinKind joinKind,
     TRuntimeNode rightList, const TVector<ui32>& rightKeyColumns, const TVector<ui32>& rightKeyDrops, bool rightAny
 ) {
     const auto leftStream = ThrottleStream(pgmBuilder, ToWideStream(pgmBuilder, leftList));
-    const auto rightStream = ThrottleStream(pgmBuilder, ToWideStream(pgmBuilder, rightList));
+    const auto rightBlockList = ToBlockList(pgmBuilder, rightList);
 
     const auto joinReturnType = MakeJoinType(pgmBuilder,
         joinKind,
         leftStream.GetStaticType(),
         leftKeyDrops,
-        rightStream.GetStaticType(),
+        rightBlockList.GetStaticType(),
         rightKeyDrops
     );
 
-    auto rightBlockStorageNode = pgmBuilder.BlockStorage(rightStream, pgmBuilder.NewResourceType(BlockStorageResourcePrefix));
+    auto rightBlockStorageNode = pgmBuilder.BlockStorage(rightBlockList, pgmBuilder.NewResourceType(BlockStorageResourcePrefix));
     if (joinKind != EJoinKind::Cross) {
         rightBlockStorageNode = pgmBuilder.BlockMapJoinIndex(
             rightBlockStorageNode,
-            AS_TYPE(TStreamType, rightStream.GetStaticType())->GetItemType(),
+            AS_TYPE(TListType, rightBlockList.GetStaticType())->GetItemType(),
             rightKeyColumns,
             rightAny,
             pgmBuilder.NewResourceType(BlockMapJoinIndexResourcePrefix)
@@ -68,7 +84,7 @@ TRuntimeNode BuildBlockJoin(TProgramBuilder& pgmBuilder, EJoinKind joinKind,
     auto joinNode = pgmBuilder.BlockMapJoinCore(
         leftStream,
         rightBlockStorageNode,
-        AS_TYPE(TStreamType, rightStream.GetStaticType())->GetItemType(),
+        AS_TYPE(TListType, rightBlockList.GetStaticType())->GetItemType(),
         joinKind,
         leftKeyColumns,
         leftKeyDrops,
@@ -92,20 +108,20 @@ TRuntimeNode BuildBlockJoinsWithNodeMultipleUsage(TProgramBuilder& pgmBuilder, E
     const auto leftStream2 = ThrottleStream(pgmBuilder, ToWideStream(pgmBuilder, leftList));
     const auto leftStream3 = ThrottleStream(pgmBuilder, ToWideStream(pgmBuilder, leftList));
 
-    const auto rightStream = ThrottleStream(pgmBuilder, ToWideStream(pgmBuilder, rightList));
+    const auto rightBlockList = ToBlockList(pgmBuilder, rightList);
 
     const auto joinReturnType = MakeJoinType(pgmBuilder,
         joinKind,
         leftStream.GetStaticType(),
         leftKeyDrops,
-        rightStream.GetStaticType(),
+        rightBlockList.GetStaticType(),
         rightKeyDrops
     );
 
-    auto rightBlockStorageNode = pgmBuilder.BlockStorage(rightStream, pgmBuilder.NewResourceType(BlockStorageResourcePrefix));
+    auto rightBlockStorageNode = pgmBuilder.BlockStorage(rightBlockList, pgmBuilder.NewResourceType(BlockStorageResourcePrefix));
     auto rightBlockIndexNode = pgmBuilder.BlockMapJoinIndex(
         rightBlockStorageNode,
-        AS_TYPE(TStreamType, rightStream.GetStaticType())->GetItemType(),
+        AS_TYPE(TListType, rightBlockList.GetStaticType())->GetItemType(),
         rightKeyColumns,
         rightAny,
         pgmBuilder.NewResourceType(BlockMapJoinIndexResourcePrefix)
@@ -114,7 +130,7 @@ TRuntimeNode BuildBlockJoinsWithNodeMultipleUsage(TProgramBuilder& pgmBuilder, E
     auto joinNode = pgmBuilder.BlockMapJoinCore(
         leftStream,
         rightBlockIndexNode,
-        AS_TYPE(TStreamType, rightStream.GetStaticType())->GetItemType(),
+        AS_TYPE(TListType, rightBlockList.GetStaticType())->GetItemType(),
         EJoinKind::Inner,
         leftKeyColumns,
         leftKeyDrops,
@@ -126,7 +142,7 @@ TRuntimeNode BuildBlockJoinsWithNodeMultipleUsage(TProgramBuilder& pgmBuilder, E
     auto joinNode2 = pgmBuilder.BlockMapJoinCore(
         leftStream2,
         rightBlockIndexNode,
-        AS_TYPE(TStreamType, rightStream.GetStaticType())->GetItemType(),
+        AS_TYPE(TListType, rightBlockList.GetStaticType())->GetItemType(),
         EJoinKind::Inner,
         leftKeyColumns,
         leftKeyDrops,
@@ -138,7 +154,7 @@ TRuntimeNode BuildBlockJoinsWithNodeMultipleUsage(TProgramBuilder& pgmBuilder, E
     auto joinNode3 = pgmBuilder.BlockMapJoinCore(
         leftStream3,
         rightBlockStorageNode,
-        AS_TYPE(TStreamType, rightStream.GetStaticType())->GetItemType(),
+        AS_TYPE(TListType, rightBlockList.GetStaticType())->GetItemType(),
         EJoinKind::Cross,
         {},
         {},
@@ -805,6 +821,62 @@ Y_UNIT_TEST_SUITE(TMiniKQLBlockMapJoinTestBasic) {
         );
     }
 
+    Y_UNIT_TEST(TestKeyCollisionBug) {
+        TSetup<false> setup(GetNodeFactory());
+        const size_t testSize = 8;
+
+        // 1. Make input for the "left" stream.
+        // Presence of zero key is important in order to make collision
+        // with NULL sentinel value in previous implementation
+        TVector<ui64> leftKeyInit(testSize);
+        std::iota(leftKeyInit.begin(), leftKeyInit.end(), 0);
+        TVector<ui64> leftSubkeyInit;
+        std::transform(leftKeyInit.cbegin(), leftKeyInit.cend(), std::back_inserter(leftSubkeyInit),
+            [](const auto key) { return key * 1001; });
+        TVector<TString> leftValueInit;
+        std::transform(leftKeyInit.cbegin(), leftKeyInit.cend(), std::back_inserter(leftValueInit),
+            [](const auto key) { return threeLetterValues[key]; });
+
+        // 2. Make input for the "right" stream.
+        TVector<ui64> rightKeyInit(testSize);
+        std::iota(rightKeyInit.begin(), rightKeyInit.end(), 0);
+        TVector<TString> rightValueInit;
+        std::transform(rightKeyInit.cbegin(), rightKeyInit.cend(), std::back_inserter(rightValueInit),
+            [](const auto key) { return std::to_string(key); });
+
+        // 3. Make "expected" data.
+        TMap<ui64, TString> rightMap;
+        for (size_t i = 0; i < rightKeyInit.size(); i++) {
+            rightMap[rightKeyInit[i]] = rightValueInit[i];
+        }
+        TVector<ui64> expectedKey;
+        TVector<ui64> expectedSubkey;
+        TVector<TString> expectedValue;
+        TVector<TString> expectedRightValue;
+        for (size_t i = 0; i < leftKeyInit.size(); i++) {
+            const auto& found = rightMap.find(leftKeyInit[i]);
+            if (found != rightMap.cend()) {
+                expectedKey.push_back(leftKeyInit[i]);
+                expectedSubkey.push_back(leftSubkeyInit[i]);
+                expectedValue.push_back(leftValueInit[i]);
+                expectedRightValue.push_back(found->second);
+            }
+        }
+
+        auto [leftType, leftList] = ConvertVectorsToTuples(setup,
+            leftKeyInit, leftSubkeyInit, leftValueInit);
+        auto [rightType, rightList] = ConvertVectorsToTuples(setup,
+            rightKeyInit, rightValueInit);
+        auto [expectedType, expected] = ConvertVectorsToTuples(setup,
+            expectedKey, expectedSubkey, expectedValue, expectedRightValue);
+
+        RunTestBlockJoin(setup, EJoinKind::Inner, expectedType, expected,
+                         leftType, std::move(leftList), {0},
+                         rightType, std::move(rightList), {0},
+                         {}, {0}
+        );
+    }
+
 } // Y_UNIT_TEST_SUITE
 
 Y_UNIT_TEST_SUITE(TMiniKQLBlockMapJoinTestOptional) {
diff --git a/yql/essentials/minikql/comp_nodes/ut/mkql_block_map_join_ut_utils.cpp b/yql/essentials/minikql/comp_nodes/ut/mkql_block_map_join_ut_utils.cpp
index 2dbeb2dbac6..e68356068ca 100644
--- a/yql/essentials/minikql/comp_nodes/ut/mkql_block_map_join_ut_utils.cpp
+++ b/yql/essentials/minikql/comp_nodes/ut/mkql_block_map_join_ut_utils.cpp
@@ -155,10 +155,11 @@ TType* MakeBlockTupleType(TProgramBuilder& pgmBuilder, TType* tupleType, bool sc
 
 TType* MakeJoinType(TProgramBuilder& pgmBuilder, EJoinKind joinKind,
     TType* leftStreamType, const TVector<ui32>& leftKeyDrops,
-    TType* rightStreamType, const TVector<ui32>& rightKeyDrops
+    TType* rightListType, const TVector<ui32>& rightKeyDrops
 ) {
     const auto leftStreamItems = ValidateBlockStreamType(leftStreamType);
-    const auto rightStreamItems = ValidateBlockStreamType(rightStreamType);
+    const auto rightListItemType = AS_TYPE(TListType, rightListType)->GetItemType();
+    const auto rightPlainStructType = AS_TYPE(TStructType, pgmBuilder.ValidateBlockStructType(AS_TYPE(TStructType, rightListItemType)));
 
     TVector<TType*> joinReturnItems;
 
@@ -172,15 +173,17 @@ TType* MakeJoinType(TProgramBuilder& pgmBuilder, EJoinKind joinKind,
 
     if (joinKind != EJoinKind::LeftSemi && joinKind != EJoinKind::LeftOnly) {
         const THashSet<ui32> rightKeyDropsSet(rightKeyDrops.cbegin(), rightKeyDrops.cend());
-        for (size_t i = 0; i < rightStreamItems.size() - 1; i++) {  // Excluding block size
-            if (rightKeyDropsSet.contains(i)) {
+        for (size_t i = 0; i < rightPlainStructType->GetMembersCount(); i++) {
+            const auto& memberName = rightPlainStructType->GetMemberName(i);
+            if (rightKeyDropsSet.contains(i) || memberName == NYql::BlockLengthColumnName) {
                 continue;
             }
 
+            auto memberType = rightPlainStructType->GetMemberType(i);
             joinReturnItems.push_back(pgmBuilder.NewBlockType(
-                joinKind == EJoinKind::Inner ? rightStreamItems[i]
-                    : IsOptionalOrNull(rightStreamItems[i]) ? rightStreamItems[i]
-                    : pgmBuilder.NewOptionalType(rightStreamItems[i]),
+                joinKind == EJoinKind::Inner ? memberType
+                    : IsOptionalOrNull(memberType) ? memberType
+                    : pgmBuilder.NewOptionalType(memberType),
                 TBlockType::EShape::Many
             ));
         }
diff --git a/yql/essentials/minikql/comp_nodes/ut/mkql_block_map_join_ut_utils.h b/yql/essentials/minikql/comp_nodes/ut/mkql_block_map_join_ut_utils.h
index 5d4642a87c3..ad54d72668c 100644
--- a/yql/essentials/minikql/comp_nodes/ut/mkql_block_map_join_ut_utils.h
+++ b/yql/essentials/minikql/comp_nodes/ut/mkql_block_map_join_ut_utils.h
@@ -12,7 +12,7 @@ inline bool IsOptionalOrNull(const TType* type) {
 TType* MakeBlockTupleType(TProgramBuilder& pgmBuilder, TType* tupleType, bool scalar);
 TType* MakeJoinType(TProgramBuilder& pgmBuilder, EJoinKind joinKind,
     TType* leftStreamType, const TVector<ui32>& leftKeyDrops,
-    TType* rightStreamType, const TVector<ui32>& rightKeyDrops
+    TType* rightListType, const TVector<ui32>& rightKeyDrops
 );
 
 NUdf::TUnboxedValuePod ToBlocks(TComputationContext& ctx, size_t blockSize,
diff --git a/yql/essentials/minikql/comp_nodes/ut/mkql_grace_join_ut.cpp b/yql/essentials/minikql/comp_nodes/ut/mkql_grace_join_ut.cpp
index 3bedebe1c87..293518a991c 100644
--- a/yql/essentials/minikql/comp_nodes/ut/mkql_grace_join_ut.cpp
+++ b/yql/essentials/minikql/comp_nodes/ut/mkql_grace_join_ut.cpp
@@ -205,9 +205,9 @@ Y_UNIT_TEST_SUITE(TMiniKQLGraceJoinImpTest) {
         ui32 bigStrSize[2] = {151, 151};
 
 
-        GraceJoin::TTable bigTable(1,1,1,1);
-        GraceJoin::TTable smallTable(1,1,1,1);
-        GraceJoin::TTable joinTable(1,1,1,1);
+        GraceJoin::TTable bigTable(nullptr,0,1,1,1,1);
+        GraceJoin::TTable smallTable(nullptr,0,1,1,1,1);
+        GraceJoin::TTable joinTable(nullptr,0,1,1,1,1);
 
         const ui64 TupleSize = 1024;
 
@@ -269,9 +269,9 @@ Y_UNIT_TEST_SUITE(TMiniKQLGraceJoinImpTest) {
             NMemInfo::TMemInfo mi = NMemInfo::GetMemInfo();
             CTEST << "Mem usage before tables tuples added (MB): " << mi.RSS / (1024 * 1024) << Endl;
 
-            GraceJoin::TTable bigTable(1,1,1,1);
-            GraceJoin::TTable smallTable(1,1,1,1);
-            GraceJoin::TTable joinTable(1,1,1,1);
+            GraceJoin::TTable bigTable(nullptr,0,1,1,1,1);
+            GraceJoin::TTable smallTable(nullptr,0,1,1,1,1);
+            GraceJoin::TTable joinTable(nullptr,0,1,1,1,1);
 
             std::chrono::steady_clock::time_point begin = std::chrono::steady_clock::now();
 
@@ -442,9 +442,9 @@ Y_UNIT_TEST_SUITE(TMiniKQLGraceJoinImpTest) {
             NMemInfo::TMemInfo mi = NMemInfo::GetMemInfo();
             CTEST << "Mem usage before tables tuples added (MB): " << mi.RSS / (1024 * 1024) << Endl;
 
-            GraceJoin::TTable bigTable(1,1,1,1);
-            GraceJoin::TTable smallTable(1,1,1,1);
-            GraceJoin::TTable joinTable(1,1,1,1);
+            GraceJoin::TTable bigTable(nullptr,0,1,1,1,1);
+            GraceJoin::TTable smallTable(nullptr,0,1,1,1,1);
+            GraceJoin::TTable joinTable(nullptr,0,1,1,1,1);
 
             std::chrono::steady_clock::time_point begin = std::chrono::steady_clock::now();
 
@@ -625,9 +625,9 @@ Y_UNIT_TEST_SUITE(TMiniKQLGraceJoinAnyTest) {
 
 
 
-            GraceJoin::TTable bigTable  (1,1,1,1,0,0,1, nullptr, true);
-            GraceJoin::TTable smallTable(1,1,1,1,0,0,1, nullptr, true);
-            GraceJoin::TTable joinTable (1,1,1,1,0,0,1, nullptr, true);
+            GraceJoin::TTable bigTable  (nullptr, 0, 1,1,1,1,0,0,1, nullptr, true);
+            GraceJoin::TTable smallTable(nullptr, 0, 1,1,1,1,0,0,1, nullptr, true);
+            GraceJoin::TTable joinTable (nullptr, 0, 1,1,1,1,0,0,1, nullptr, true);
 
             std::mt19937_64 rng;
             std::uniform_int_distribution<ui64> dist(0, 10000 - 1);
@@ -763,9 +763,9 @@ Y_UNIT_TEST_SUITE(TMiniKQLGraceSelfJoinTest) {
 
 
 
-            GraceJoin::TTable bigTable  (1,1,1,1,0,0,1, nullptr, false);
-            GraceJoin::TTable smallTable(1,1,1,1,0,0,1, nullptr, false);
-            GraceJoin::TTable joinTable (1,1,1,1,0,0,1, nullptr, false);
+            GraceJoin::TTable bigTable  (nullptr, 0, 1,1,1,1,0,0,1, nullptr, false);
+            GraceJoin::TTable smallTable(nullptr, 0, 1,1,1,1,0,0,1, nullptr, false);
+            GraceJoin::TTable joinTable (nullptr, 0, 1,1,1,1,0,0,1, nullptr, false);
 
             std::chrono::steady_clock::time_point begin = std::chrono::steady_clock::now();
 
diff --git a/yql/essentials/minikql/comp_nodes/ut/mkql_iterable_ut.cpp b/yql/essentials/minikql/comp_nodes/ut/mkql_iterable_ut.cpp
new file mode 100644
index 00000000000..4060beb5507
--- /dev/null
+++ b/yql/essentials/minikql/comp_nodes/ut/mkql_iterable_ut.cpp
@@ -0,0 +1,40 @@
+#include "mkql_computation_node_ut.h"
+
+namespace NKikimr::NMiniKQL {
+
+Y_UNIT_TEST_SUITE(TMiniKQLIterableTest) {
+
+    // This particular test builds the graph similar to the one
+    // below, that is a part of the reproducer in YQL-19836.
+    //   (return SqueezeToDict (Map (ToFlow (Iterable
+    //       (lambda '() (EmptyIterator (StreamType (StructType '('"a" (DataType 'Uint64))))))
+    //     )) (lambda '($9) '((Member $9 '"a") $9)))
+    //     (lambda '($10) (Nth $10 '0))
+    //     (lambda '($11) (Nth $11 '1))
+    //     '('Many 'Hashed 'Compact))
+    Y_UNIT_TEST_LLVM(TestEmptyIterable) {
+        TSetup<LLVM> setup;
+        TProgramBuilder& pb = *setup.PgmBuilder;
+
+        const TProgramBuilder::TZeroLambda lambda = [&pb]() {
+            return pb.EmptyIterator(pb.NewStreamType(pb.NewStructType({
+                {"a", pb.NewDataType(NUdf::EDataSlot::Uint64)}
+            })));
+        };
+        const auto root = pb.SqueezeToHashedDict(
+            pb.ToFlow(pb.Iterable(lambda)),
+            /* isMany = */ true,
+            [&pb](TRuntimeNode node) { return pb.Member(node, "a"); },
+            [](TRuntimeNode node) { return node; },
+            /* isCompact = */ true
+        );
+        auto graph = setup.BuildGraph(root);
+        NUdf::TUnboxedValue dict = graph->GetValue();
+
+        UNIT_ASSERT(!dict.IsSpecial());
+        UNIT_ASSERT_EQUAL(dict.GetDictLength(), 0);
+    }
+
+} // Y_UNIT_TEST_SUITE(TMiniKQLIterableTest)
+
+} // namespace NKikimr::NMiniKQL
diff --git a/yql/essentials/minikql/comp_nodes/ut/ya.make.inc b/yql/essentials/minikql/comp_nodes/ut/ya.make.inc
index 73c063d865c..aa6ff27a465 100644
--- a/yql/essentials/minikql/comp_nodes/ut/ya.make.inc
+++ b/yql/essentials/minikql/comp_nodes/ut/ya.make.inc
@@ -51,6 +51,7 @@ SET(ORIG_SOURCES
     mkql_group_ut.cpp
     mkql_dict_ut.cpp
     mkql_isa_detection_ut.cpp
+    mkql_iterable_ut.cpp
     mkql_join_ut.cpp
     mkql_join_dict_ut.cpp
     mkql_grace_join_ut.cpp
diff --git a/yql/essentials/minikql/mkql_program_builder.cpp b/yql/essentials/minikql/mkql_program_builder.cpp
index 5e8e89da4ca..97d681db74e 100644
--- a/yql/essentials/minikql/mkql_program_builder.cpp
+++ b/yql/essentials/minikql/mkql_program_builder.cpp
@@ -5756,25 +5756,30 @@ TRuntimeNode TProgramBuilder::ScalarApply(const TArrayRef<const TRuntimeNode>& a
     return TRuntimeNode(builder.Build(), false);
 }
 
-TRuntimeNode TProgramBuilder::BlockStorage(TRuntimeNode stream, TType* returnType) {
-    if constexpr (RuntimeVersion < 59U) {
+TRuntimeNode TProgramBuilder::BlockStorage(TRuntimeNode list, TType* returnType) {
+    if constexpr (RuntimeVersion < 62U) {
         THROW yexception() << "Runtime version (" << RuntimeVersion << ") too old for " << __func__;
     }
 
-    ValidateBlockStreamType(stream.GetStaticType());
+    MKQL_ENSURE(list.GetStaticType()->IsList(), "Expected List as input type");
+    const auto listType = AS_TYPE(TListType, list.GetStaticType());
+
+    MKQL_ENSURE(listType->GetItemType()->IsStruct(), "Expected List of Struct as input type");
+    const auto itemBlockStructType = AS_TYPE(TStructType, listType->GetItemType());
+    ValidateBlockStructType(itemBlockStructType);
 
     MKQL_ENSURE(returnType->IsResource(), "Expected Resource as a result type");
     auto returnResourceType = AS_TYPE(TResourceType, returnType);
     MKQL_ENSURE(returnResourceType->GetTag().StartsWith(BlockStorageResourcePrefix), "Expected block storage resource");
 
     TCallableBuilder callableBuilder(Env, __func__, returnType);
-    callableBuilder.Add(stream);
+    callableBuilder.Add(list);
 
     return TRuntimeNode(callableBuilder.Build(), false);
 }
 
-TRuntimeNode TProgramBuilder::BlockMapJoinIndex(TRuntimeNode blockStorage, TType* streamItemType, const TArrayRef<const ui32>& keyColumns, bool any, TType* returnType) {
-    if constexpr (RuntimeVersion < 59U) {
+TRuntimeNode TProgramBuilder::BlockMapJoinIndex(TRuntimeNode blockStorage, TType* listItemType, const TArrayRef<const ui32>& keyColumns, bool any, TType* returnType) {
+    if constexpr (RuntimeVersion < 62U) {
         THROW yexception() << "Runtime version (" << RuntimeVersion << ") too old for " << __func__;
     }
 
@@ -5782,7 +5787,9 @@ TRuntimeNode TProgramBuilder::BlockMapJoinIndex(TRuntimeNode blockStorage, TType
     auto blockStorageType = AS_TYPE(TResourceType, blockStorage.GetStaticType());
     MKQL_ENSURE(blockStorageType->GetTag().StartsWith(BlockStorageResourcePrefix), "Expected block storage resource");
 
-    ValidateBlockType(streamItemType);
+    MKQL_ENSURE(listItemType->IsStruct(), "Expected Struct as an item type");
+    const auto itemBlockStructType = AS_TYPE(TStructType, listItemType);
+    ValidateBlockStructType(itemBlockStructType);
 
     MKQL_ENSURE(returnType->IsResource(), "Expected Resource as a result type");
     auto returnResourceType = AS_TYPE(TResourceType, returnType);
@@ -5797,18 +5804,18 @@ TRuntimeNode TProgramBuilder::BlockMapJoinIndex(TRuntimeNode blockStorage, TType
 
     TCallableBuilder callableBuilder(Env, __func__, returnType);
     callableBuilder.Add(blockStorage);
-    callableBuilder.Add(TRuntimeNode(streamItemType, true));
+    callableBuilder.Add(TRuntimeNode(listItemType, true));
     callableBuilder.Add(NewTuple(keyColumnsNodes));
     callableBuilder.Add(NewDataLiteral((bool)any));
 
     return TRuntimeNode(callableBuilder.Build(), false);
 }
 
-TRuntimeNode TProgramBuilder::BlockMapJoinCore(TRuntimeNode leftStream, TRuntimeNode rightBlockStorage, TType* rightStreamItemType, EJoinKind joinKind,
+TRuntimeNode TProgramBuilder::BlockMapJoinCore(TRuntimeNode leftStream, TRuntimeNode rightBlockStorage, TType* rightListItemType, EJoinKind joinKind,
     const TArrayRef<const ui32>& leftKeyColumns, const TArrayRef<const ui32>& leftKeyDrops,
     const TArrayRef<const ui32>& rightKeyColumns, const TArrayRef<const ui32>& rightKeyDrops, TType* returnType
 ) {
-    if constexpr (RuntimeVersion < 59U) {
+    if constexpr (RuntimeVersion < 62U) {
         THROW yexception() << "Runtime version (" << RuntimeVersion << ") too old for " << __func__;
     }
 
@@ -5831,9 +5838,12 @@ TRuntimeNode TProgramBuilder::BlockMapJoinCore(TRuntimeNode leftStream, TRuntime
     }
 
     ValidateBlockStreamType(leftStream.GetStaticType());
-    ValidateBlockType(rightStreamItemType);
     ValidateBlockStreamType(returnType);
 
+    MKQL_ENSURE(rightListItemType->IsStruct(), "Expected Struct as an right item type");
+    const auto rightItemBlockStructType = AS_TYPE(TStructType, rightListItemType);
+    ValidateBlockStructType(rightItemBlockStructType);
+
     TRuntimeNode::TList leftKeyColumnsNodes;
     leftKeyColumnsNodes.reserve(leftKeyColumns.size());
     std::transform(leftKeyColumns.cbegin(), leftKeyColumns.cend(),
@@ -5865,7 +5875,7 @@ TRuntimeNode TProgramBuilder::BlockMapJoinCore(TRuntimeNode leftStream, TRuntime
     TCallableBuilder callableBuilder(Env, __func__, returnType);
     callableBuilder.Add(leftStream);
     callableBuilder.Add(rightBlockStorage);
-    callableBuilder.Add(TRuntimeNode(rightStreamItemType, true));
+    callableBuilder.Add(TRuntimeNode(rightListItemType, true));
     callableBuilder.Add(NewDataLiteral((ui32)joinKind));
     callableBuilder.Add(NewTuple(leftKeyColumnsNodes));
     callableBuilder.Add(NewTuple(leftKeyDropsNodes));
diff --git a/yql/essentials/minikql/mkql_program_builder.h b/yql/essentials/minikql/mkql_program_builder.h
index f71d47a3872..e801d97da44 100644
--- a/yql/essentials/minikql/mkql_program_builder.h
+++ b/yql/essentials/minikql/mkql_program_builder.h
@@ -264,9 +264,9 @@ public:
     TRuntimeNode BlockFromPg(TRuntimeNode input, TType* returnType);
     TRuntimeNode BlockPgResolvedCall(const std::string_view& name, ui32 id,
         const TArrayRef<const TRuntimeNode>& args, TType* returnType);
-    TRuntimeNode BlockStorage(TRuntimeNode stream, TType* returnType);
-    TRuntimeNode BlockMapJoinIndex(TRuntimeNode blockStorage, TType* streamItemType, const TArrayRef<const ui32>& keyColumns, bool any, TType* returnType);
-    TRuntimeNode BlockMapJoinCore(TRuntimeNode leftStream, TRuntimeNode rightBlockStorage, TType* rightStreamItemType, EJoinKind joinKind,
+    TRuntimeNode BlockStorage(TRuntimeNode list, TType* returnType);
+    TRuntimeNode BlockMapJoinIndex(TRuntimeNode blockStorage, TType* listItemType, const TArrayRef<const ui32>& keyColumns, bool any, TType* returnType);
+    TRuntimeNode BlockMapJoinCore(TRuntimeNode leftStream, TRuntimeNode rightBlockStorage, TType* rightListItemType, EJoinKind joinKind,
         const TArrayRef<const ui32>& leftKeyColumns, const TArrayRef<const ui32>& leftKeyDrops,
         const TArrayRef<const ui32>& rightKeyColumns, const TArrayRef<const ui32>& rightKeyDrops, TType* returnType
     );
diff --git a/yql/essentials/minikql/mkql_runtime_version.h b/yql/essentials/minikql/mkql_runtime_version.h
index ed228c7b03d..be71a1646f3 100644
--- a/yql/essentials/minikql/mkql_runtime_version.h
+++ b/yql/essentials/minikql/mkql_runtime_version.h
@@ -24,7 +24,7 @@ namespace NMiniKQL {
 // 1. Bump this version every time incompatible runtime nodes are introduced.
 // 2. Make sure you provide runtime node generation for previous runtime versions.
 #ifndef MKQL_RUNTIME_VERSION
-#define MKQL_RUNTIME_VERSION 61U
+#define MKQL_RUNTIME_VERSION 62U
 #endif
 
 // History:
diff --git a/yql/essentials/minikql/protobuf_udf/type_builder.cpp b/yql/essentials/minikql/protobuf_udf/type_builder.cpp
index f44c58e580d..fc28bb1548c 100644
--- a/yql/essentials/minikql/protobuf_udf/type_builder.cpp
+++ b/yql/essentials/minikql/protobuf_udf/type_builder.cpp
@@ -37,9 +37,17 @@ private:
     TType* GetBytesType();
     TType* GetInt64Type();
     TType* GetYsonType();
-    TType* GetType(const FieldDescriptor* fd, bool defaultYtSerialize);
+    // Get type without optional/repeated/required modifier.
+    TType* GetUnderlyingType(const FieldDescriptor* fd, bool defaultYtSerialize);
+    // Wrap |type| based on modifiers.
+    TType* WrapTypeFromModifiers(TType* type,
+                                 const FieldDescriptor* fd,
+                                 EFieldContext fieldContext,
+                                 const std::optional<NYT::NDetail::TProtobufFieldOptions>& ytOpts,
+                                 TFlags<EFieldFlag>& flags,
+                                 bool recursive);
     TType* GetOptionalType(TType* type);
-    TType* GetListType(TType* type);
+    TType* GetListType(TType* type, const std::optional<NYT::NDetail::TProtobufFieldOptions>& ytOpts, TFlags<EFieldFlag>& flags);
 
 private:
     using TTypeMap = THashMap<TType*, TType*>;
@@ -111,6 +119,7 @@ TType* TTypeBuilder::GenerateTypeInfo(const Descriptor* descriptor, bool default
                     ythrow yexception() << "can't handle recursive types: "
                                         << fullName;
                 case ERecursionTraits::Bytes:
+                case ERecursionTraits::BytesV2:
                 case ERecursionTraits::Ignore:
                     return nullptr;
             }
@@ -122,9 +131,7 @@ TType* TTypeBuilder::GenerateTypeInfo(const Descriptor* descriptor, bool default
 
     std::shared_ptr<TMessageInfo> message = std::make_shared<TMessageInfo>();
 
-    auto makeField = [&](ui32& pos, TFlags<EFieldFlag>& flags, const IStructTypeBuilder::TPtr& structType, const FieldDescriptor* fd, std::optional<bool> fromVariant) {
-        bool isMessageField = fd->cpp_type() == FieldDescriptor::CPPTYPE_MESSAGE;
-
+    auto makeField = [&](ui32& pos, TFlags<EFieldFlag>& flags, const IStructTypeBuilder::TPtr& structType, const FieldDescriptor* fd, EFieldContext fieldContext) {
         auto name = fd->name();
         if (UseJsonName_) {
             Y_ASSERT(!fd->json_name().empty());
@@ -136,8 +143,13 @@ TType* TTypeBuilder::GenerateTypeInfo(const Descriptor* descriptor, bool default
         // Создаём тип поля
         TType* type = nullptr;
         std::optional<NYT::NDetail::TProtobufFieldOptions> ytOpts;
-
-        auto wrapRecursiveType = [&](TType* type, TFlags<EFieldFlag>& flags) {
+        if (YtMode_) {
+            ytOpts = NYT::NDetail::GetFieldOptions(fd,
+                                                   defaultYtSerialize
+                                                       ? MakeMaybe<NYT::NDetail::TProtobufFieldOptions>(NYT::NDetail::TProtobufFieldOptions{.SerializationMode = NYT::NDetail::EProtobufSerializationMode::Yt})
+                                                       : Nothing());
+        }
+        auto wrapRecursiveType = [&](TType* type, TFlags<EFieldFlag>& flags, bool wrapWithModifiers) {
             if (type) {
                 return type;
             }
@@ -145,20 +157,16 @@ TType* TTypeBuilder::GenerateTypeInfo(const Descriptor* descriptor, bool default
                 flags |= EFieldFlag::Void;
                 return Builder_.Void();
             }
-            Y_ENSURE(Recursion_ == ERecursionTraits::Bytes);
+            Y_ENSURE(Recursion_ == ERecursionTraits::Bytes || Recursion_ == ERecursionTraits::BytesV2);
             flags |= EFieldFlag::Binary;
             type = GetBytesType();
-            if (fromVariant && !*fromVariant) {
-                type = GetOptionalType(type);
+            if (!wrapWithModifiers) {
+                return type;
             }
-            return type;
+            return WrapTypeFromModifiers(type, fd, fieldContext, ytOpts, flags, /*recursive=*/true);
         };
 
         if (YtMode_) {
-            ytOpts = NYT::NDetail::GetFieldOptions(fd,
-                defaultYtSerialize
-                    ? MakeMaybe<NYT::NDetail::TProtobufFieldOptions>(NYT::NDetail::TProtobufFieldOptions{.SerializationMode = NYT::NDetail::EProtobufSerializationMode::Yt})
-                    : Nothing());
             if (fd->is_map()) {
                 auto mapMessage = fd->message_type();
                 switch (ytOpts->MapMode) {
@@ -171,8 +179,8 @@ TType* TTypeBuilder::GenerateTypeInfo(const Descriptor* descriptor, bool default
                     Y_ENSURE(mapMessage->field_count() == 2);
                     flags |= EFieldFlag::Dict;
                     type = Builder_.Dict()
-                        ->Key(GetType(mapMessage->map_key(), false))
-                        .Value(wrapRecursiveType(GetType(mapMessage->map_value(), true), flags))
+                        ->Key(GetUnderlyingType(mapMessage->map_key(), false))
+                        .Value(wrapRecursiveType(GetUnderlyingType(mapMessage->map_value(), true), flags, /*wrapWithModifiers=*/false))
                         .Build();
                     message->DictTypes[fd->number()] = type;
                     if (NYT::NDetail::EProtobufMapMode::OptionalDict == ytOpts->MapMode) {
@@ -181,7 +189,7 @@ TType* TTypeBuilder::GenerateTypeInfo(const Descriptor* descriptor, bool default
                     }
                     break;
                 }
-            } else if (isMessageField && ytOpts->SerializationMode == NYT::NDetail::EProtobufSerializationMode::Protobuf) {
+            } else if (fd->cpp_type() == FieldDescriptor::CPPTYPE_MESSAGE && ytOpts->SerializationMode == NYT::NDetail::EProtobufSerializationMode::Protobuf) {
                 type = GetBytesType();
                 flags |= EFieldFlag::Binary;
             } else if (ytOpts->Type) {
@@ -211,35 +219,17 @@ TType* TTypeBuilder::GenerateTypeInfo(const Descriptor* descriptor, bool default
                                             << ", field: " << fd->name();
                 }
             } else {
-                type = GetType(fd, false);
+                type = GetUnderlyingType(fd, false);
             }
         } else {
-            type = GetType(fd, false);
+            type = GetUnderlyingType(fd, false);
         }
 
         if (!flags.HasFlags(EFieldFlag::Dict)) {
             if (type) {
-                if (fd->is_repeated()) {
-                    // Преобразуем базовый тип к списку
-                    type = GetListType(type);
-                    // и к nullable, если это необходимо.
-                    if (OptionalLists_ || (ytOpts && NYT::NDetail::EProtobufListMode::Optional == ytOpts->ListMode)) {
-                        flags |= EFieldFlag::OptionalContainer;
-                        type = GetOptionalType(type);
-                    }
-                } else {
-                    if (fromVariant) {
-                        if (!*fromVariant) {
-                            // For 'variant as separate fields' always make optional type
-                            // Otherwise always ignore optionality
-                            type = GetOptionalType(type);
-                        }
-                    } else if (fd->is_optional() && (isMessageField || !AvoidOptionalScalars(SyntaxAware_, fd))) {
-                        type = GetOptionalType(type);
-                    }
-                }
+                type = WrapTypeFromModifiers(type, fd, fieldContext, ytOpts, flags, /*recursive=*/false);
             } else {
-                type = wrapRecursiveType(type, flags);
+                type = wrapRecursiveType(type, flags, /*wrapWithModifiers=*/true);
             }
         }
 
@@ -253,6 +243,7 @@ TType* TTypeBuilder::GenerateTypeInfo(const Descriptor* descriptor, bool default
     THashMap<const OneofDescriptor*, ui32> visitedOneofs;
     for (int i = 0, end = descriptor->field_count(); i < end; ++i) {
         const FieldDescriptor* fd = descriptor->field(i);
+        EFieldContext fieldContext = GetFieldContext(fd, YtMode_);
         if (auto oneofDescriptor = fd->containing_oneof(); YtMode_ && oneofDescriptor) {
             if (!visitedOneofs.contains(oneofDescriptor)) {
                 auto oneofOptions = NYT::NDetail::GetOneofOptions(oneofDescriptor);
@@ -260,7 +251,8 @@ TType* TTypeBuilder::GenerateTypeInfo(const Descriptor* descriptor, bool default
                     case NYT::NDetail::EProtobufOneofMode::SeparateFields:
                         for (int i = 0; i < oneofDescriptor->field_count(); ++i) {
                             auto& field = message->Fields[oneofDescriptor->field(i)->number()];
-                            makeField(field.Pos, field.Flags, structType, oneofDescriptor->field(i), false);
+                            Y_ENSURE(fieldContext == EFieldContext::InsideOneofYtSeparateFields);
+                            makeField(field.Pos, field.Flags, structType, oneofDescriptor->field(i), fieldContext);
                         }
                         visitedOneofs.emplace(oneofDescriptor, Max<ui32>());
                         break;
@@ -269,8 +261,9 @@ TType* TTypeBuilder::GenerateTypeInfo(const Descriptor* descriptor, bool default
                         for (int i = 0; i < oneofDescriptor->field_count(); ++i) {
                             auto fdOneof = oneofDescriptor->field(i);
                             auto& field = message->Fields[fdOneof->number()];
+                            Y_ENSURE(fieldContext == EFieldContext::InsideOneofYtVariant);
                             field.Flags |= EFieldFlag::Variant;
-                            makeField(message->VariantIndicies[fdOneof->number()], field.Flags, varStructType, fdOneof, true);
+                            makeField(message->VariantIndicies[fdOneof->number()], field.Flags, varStructType, fdOneof, fieldContext);
                         }
                         structType->AddField(oneofOptions.VariantFieldName, Builder_.Optional()->Item(Builder_.Variant()->Over(varStructType->Build()).Build()).Build(), &visitedOneofs[oneofDescriptor]);
                         break;
@@ -280,7 +273,7 @@ TType* TTypeBuilder::GenerateTypeInfo(const Descriptor* descriptor, bool default
         } else {
             // Запоминаем поле по соответствующему тегу из proto
             auto& field = message->Fields[fd->number()];
-            makeField(field.Pos, field.Flags, structType, fd, std::nullopt);
+            makeField(field.Pos, field.Flags, structType, fd, fieldContext);
         }
     }
 
@@ -332,7 +325,7 @@ TType* TTypeBuilder::GetYsonType() {
     return YsonType;
 }
 
-TType* TTypeBuilder::GetType(const FieldDescriptor* fd, bool defaultYtSerialize) {
+TType* TTypeBuilder::GetUnderlyingType(const FieldDescriptor* fd, bool defaultYtSerialize) {
     FieldDescriptor::Type type = fd->type();
 
     // Unify types
@@ -416,6 +409,36 @@ TType* TTypeBuilder::GetType(const FieldDescriptor* fd, bool defaultYtSerialize)
     return BasicTypes_[type];
 }
 
+TType* TTypeBuilder::WrapTypeFromModifiers(TType* type,
+                                           const FieldDescriptor* fd,
+                                           EFieldContext fieldContext,
+                                           const std::optional<NYT::NDetail::TProtobufFieldOptions>& ytOpts,
+                                           TFlags<EFieldFlag>& flags,
+                                           bool recursiveType) {
+
+    if (fd->is_repeated()) {
+        // Преобразуем базовый тип к списку
+        return GetListType(type, ytOpts, flags);
+    } else if (fieldContext == EFieldContext::InsideOneofYtSeparateFields) {
+        // For 'one of as separate fields' always make optional type
+        // Otherwise always ignore optionality.
+        return GetOptionalType(type);
+    } else if (fieldContext == EFieldContext::InsideOneofYtVariant) {
+        // Do not wrap type for 'one of as variant'.
+    } else if (fd->is_optional() && (fd->cpp_type() == FieldDescriptor::CPPTYPE_MESSAGE || !AvoidOptionalScalars(SyntaxAware_, fd))) {
+        if (!recursiveType || Recursion_ == ERecursionTraits::BytesV2) {
+            return GetOptionalType(type);
+        }
+        // Needs for backward compatability.
+        // We cannot just wrap optional to not break old queries.
+        flags |= EFieldFlag::RecursiveOptionalUnwrapped;
+        return type;
+    } else if (fd->is_required()) {
+        // Do not wrap required type.
+    }
+    return type;
+}
+
 TType* TTypeBuilder::GetOptionalType(TType* type) {
     auto ti = Optionals_.find(type);
     if (ti != Optionals_.end()) {
@@ -427,19 +450,60 @@ TType* TTypeBuilder::GetOptionalType(TType* type) {
     }
 }
 
-TType* TTypeBuilder::GetListType(TType* type) {
+TType* TTypeBuilder::GetListType(TType* type, const std::optional<NYT::NDetail::TProtobufFieldOptions>& ytOpts, TFlags<EFieldFlag>& flags) {
     auto ti = Lists_.find(type);
     if (ti != Lists_.end()) {
-        return ti->second;
+        type = ti->second;
     } else {
         auto listType = Builder_.List()->Item(type).Build();
         Lists_.insert(std::make_pair(type, listType));
-        return listType;
+        type = listType;
+    }
+
+    if (OptionalLists_ || (ytOpts && NYT::NDetail::EProtobufListMode::Optional == ytOpts->ListMode)) {
+        flags |= EFieldFlag::OptionalContainer;
+        type = GetOptionalType(type);
     }
+    return type;
 }
 
 } // namespace
 
+EFieldContext GetFieldContext(const NProtoBuf::FieldDescriptor* fieldDescriptor, bool ytMode) {
+    Y_ABORT_UNLESS(fieldDescriptor);
+
+    // Check if the field is part of a map (key or value)
+    if (fieldDescriptor->containing_type()->map_key() == fieldDescriptor) {
+        return EFieldContext::MapKey;
+    } else if (fieldDescriptor->containing_type()->map_value() == fieldDescriptor) {
+        return EFieldContext::MapValue;
+    }
+
+    // Check if the field is part of a oneof
+    if (fieldDescriptor->containing_oneof() != nullptr) {
+        if (!ytMode) {
+            return EFieldContext::InsideOneofProtobufSeparateFields;
+        }
+        switch (NYT::NDetail::GetOneofOptions(fieldDescriptor->containing_oneof()).Mode) {
+            case NYT::NDetail::EProtobufOneofMode::SeparateFields:
+                return EFieldContext::InsideOneofYtSeparateFields;
+            case NYT::NDetail::EProtobufOneofMode::Variant:
+                return EFieldContext::InsideOneofYtVariant;
+        }
+    }
+
+    // Determine if the field is optional, required, or repeated
+    if (fieldDescriptor->is_optional()) {
+        return EFieldContext::SeparateOptional;
+    } else if (fieldDescriptor->is_required()) {
+        return EFieldContext::SeparateRequired;
+    } else if (fieldDescriptor->is_repeated()) {
+        return EFieldContext::SeparateRepeated;
+    }
+
+    Y_ABORT("Unhandled field type case");
+}
+
 void ProtoTypeBuild(const NProtoBuf::Descriptor* descriptor,
                     const EEnumFormat enumFormat,
                     const ERecursionTraits recursion,
diff --git a/yql/essentials/minikql/protobuf_udf/type_builder.h b/yql/essentials/minikql/protobuf_udf/type_builder.h
index 8262c0c0733..9d9652a6f5a 100644
--- a/yql/essentials/minikql/protobuf_udf/type_builder.h
+++ b/yql/essentials/minikql/protobuf_udf/type_builder.h
@@ -22,8 +22,22 @@ enum class EFieldFlag: ui16 {
     Dict                = 1 << 4,
     EnumInt             = 1 << 5,
     EnumString          = 1 << 6,
+    RecursiveOptionalUnwrapped  = 1 << 7,
 };
 
+enum class EFieldContext {
+    SeparateOptional,
+    SeparateRequired,
+    SeparateRepeated,
+    MapKey,
+    MapValue,
+    InsideOneofYtVariant,
+    InsideOneofYtSeparateFields,
+    InsideOneofProtobufSeparateFields,
+};
+
+EFieldContext GetFieldContext(const NProtoBuf::FieldDescriptor* fieldDescriptor, bool ytMode);
+
 struct TMessageInfo {
     struct TFieldInfo {
         ui32 Pos;
diff --git a/yql/essentials/minikql/protobuf_udf/ut/type_builder_ut.cpp b/yql/essentials/minikql/protobuf_udf/ut/type_builder_ut.cpp
index 8e1d20662d1..4e903f43a05 100644
--- a/yql/essentials/minikql/protobuf_udf/ut/type_builder_ut.cpp
+++ b/yql/essentials/minikql/protobuf_udf/ut/type_builder_ut.cpp
@@ -1,6 +1,5 @@
 #include "type_builder.h"
 
-//#include <alice/wonderlogs/protos/wonderlogs.pb.h>
 #include <yql/essentials/minikql/protobuf_udf/ut/protobuf_ut.pb.h>
 #include <yt/yql/providers/yt/lib/schema/schema.h>
 #include <yt/yql/providers/yt/common/yql_names.h>
@@ -118,9 +117,65 @@ Y_UNIT_TEST_SUITE(TProtobufTypeBuilderTests) {
         CheckYtSchemaCompatibility<NYql::NProtoTest::TAggregated>();
     }
 
-/*
-    Y_UNIT_TEST(YtMode_Wonderlog) {
-        CheckYtSchemaCompatibility<NAlice::NWonderlogs::TWonderlog, EEnumFormat::Name, ERecursionTraits::Bytes>();
+    Y_UNIT_TEST(FieldTypeParsing) {
+        // Test SeparateOptional.
+        UNIT_ASSERT_EQUAL(NUdf::GetFieldContext(NYql::NProtoTest::TIntegral::descriptor()->FindFieldByName("DoubleField"), /*ytMode=*/true), NUdf::EFieldContext::SeparateOptional);
+
+        // Test SeparateRequired.
+        UNIT_ASSERT_EQUAL(NUdf::GetFieldContext(NYql::NProtoTest::TWithTypeOptions::descriptor()->FindFieldByName("RequiredAnyField"), /*ytMode=*/true), NUdf::EFieldContext::SeparateRequired);
+
+        // Test SeparateRepeated.
+        UNIT_ASSERT_EQUAL(NUdf::GetFieldContext(NYql::NProtoTest::TRepeated::descriptor()->FindFieldByName("Int32Field"), /*ytMode=*/true), NUdf::EFieldContext::SeparateRepeated);
+
+        // Test MapKey and MapValue.
+        auto mapDescriptor = NYql::NProtoTest::TWithMap::descriptor()->FindFieldByName("MapDefault")->message_type();
+        UNIT_ASSERT_EQUAL(NUdf::GetFieldContext(mapDescriptor->map_key(), /*ytMode=*/true), NUdf::EFieldContext::MapKey);
+        UNIT_ASSERT_EQUAL(NUdf::GetFieldContext(mapDescriptor->map_value(), /*ytMode=*/true), NUdf::EFieldContext::MapValue);
+
+        // Test InsideOneofVariant fields in TDefaultSeparateFields.
+        auto defaultSeparateFields = NYql::NProtoTest::TWithOneof::TDefaultSeparateFields::descriptor();
+        auto oneof2 = defaultSeparateFields->FindOneofByName("Oneof2");
+        UNIT_ASSERT(oneof2);
+
+        // Test all fields in the Oneof2 oneof.
+        for (int i = 0; i < oneof2->field_count(); ++i) {
+            auto field = oneof2->field(i);
+            UNIT_ASSERT_EQUAL(NUdf::GetFieldContext(field, /*ytMode=*/true), NUdf::EFieldContext::InsideOneofYtVariant);
+            UNIT_ASSERT_EQUAL(NUdf::GetFieldContext(field, /*ytMode=*/false), NUdf::EFieldContext::InsideOneofProtobufSeparateFields);
+        }
+
+        // Test InsideOneofYtSeparateFields fields in TNoDefault.
+        auto noDefault = NYql::NProtoTest::TWithOneof::TNoDefault::descriptor();
+        auto oneof1 = noDefault->FindOneofByName("Oneof1");
+        UNIT_ASSERT(oneof1);
+
+        // Test all fields in the Oneof1 oneof.
+        for (int i = 0; i < oneof1->field_count(); ++i) {
+            auto field = oneof1->field(i);
+            UNIT_ASSERT_EQUAL(NUdf::GetFieldContext(field, /*ytMode=*/true), NUdf::EFieldContext::InsideOneofYtSeparateFields);
+            UNIT_ASSERT_EQUAL(NUdf::GetFieldContext(field, /*ytMode=*/false), NUdf::EFieldContext::InsideOneofProtobufSeparateFields);
+        }
+
+        // Test InsideOneofYtSeparateFields fields in TSerializationProtobuf.
+        auto serializationProtobuf = NYql::NProtoTest::TWithOneof::TSerializationProtobuf::descriptor();
+        auto oneof = serializationProtobuf->FindOneofByName("Oneof");
+        UNIT_ASSERT(oneof);
+
+        // Test all fields in the Oneof oneof.
+        for (int i = 0; i < oneof->field_count(); ++i) {
+            auto field = oneof->field(i);
+            UNIT_ASSERT_EQUAL(NUdf::GetFieldContext(field, /*ytMode=*/true), NUdf::EFieldContext::InsideOneofYtSeparateFields);
+            UNIT_ASSERT_EQUAL(NUdf::GetFieldContext(field, /*ytMode=*/false), NUdf::EFieldContext::InsideOneofProtobufSeparateFields);
+        }
+
+        // Test TopLevelOneof in TWithOneof.
+        auto withOneof = NYql::NProtoTest::TWithOneof::descriptor();
+        auto topLevelOneof = withOneof->FindOneofByName("TopLevelOneof");
+        UNIT_ASSERT(topLevelOneof);
+
+        // Test the field in TopLevelOneof.
+        auto memberField = topLevelOneof->field(0);
+        UNIT_ASSERT_EQUAL(NUdf::GetFieldContext(memberField, /*ytMode=*/true), NUdf::EFieldContext::InsideOneofYtVariant);
+        UNIT_ASSERT_EQUAL(NUdf::GetFieldContext(memberField, /*ytMode=*/false), NUdf::EFieldContext::InsideOneofProtobufSeparateFields);
     }
-*/
 };
diff --git a/yql/essentials/minikql/protobuf_udf/value_builder.cpp b/yql/essentials/minikql/protobuf_udf/value_builder.cpp
index 3696308f232..c0da534eb6f 100644
--- a/yql/essentials/minikql/protobuf_udf/value_builder.cpp
+++ b/yql/essentials/minikql/protobuf_udf/value_builder.cpp
@@ -289,6 +289,10 @@ TUnboxedValue FillValueFromProto(
         } else if (fd->is_optional()) {
             if (r->HasField(proto, fd)) {
                 return CreateSingleField(valueBuilder, proto, fd, info, fInfo.Flags);
+            } else if (fInfo.Flags.HasFlag(EFieldFlag::RecursiveOptionalUnwrapped)) {
+                throw yexception() << "The recursive field"
+                                    << " '" << fd->full_name() << "' "
+                                    << "was attempted to be parsed as a string, but actually it has no value. Consider using the BytesV2 parsing mode to allow for optional recursive messages.";
             } else if (fd->has_default_value() || AvoidOptionalScalars(info.SyntaxAware, fd)) {
                 return CreateDefaultValue(valueBuilder, fd, info, fInfo.Flags);
             } else {
diff --git a/yql/essentials/minikql/protobuf_udf/ya.make b/yql/essentials/minikql/protobuf_udf/ya.make
index 352606cab69..0a986282481 100644
--- a/yql/essentials/minikql/protobuf_udf/ya.make
+++ b/yql/essentials/minikql/protobuf_udf/ya.make
@@ -16,7 +16,6 @@ PEERDIR(
     yql/essentials/minikql
     yt/cpp/mapreduce/interface
     yt/yt_proto/yt/formats
-    yt/yt_proto/yt/formats
 )
 
 END()
diff --git a/yql/essentials/providers/common/mkql/yql_provider_mkql.cpp b/yql/essentials/providers/common/mkql/yql_provider_mkql.cpp
index abe2f9c1e9a..848284e2b41 100644
--- a/yql/essentials/providers/common/mkql/yql_provider_mkql.cpp
+++ b/yql/essentials/providers/common/mkql/yql_provider_mkql.cpp
@@ -1675,17 +1675,17 @@ TMkqlCommonCallableCompiler::TShared::TShared() {
     });
 
     AddCallable("BlockStorage", [](const TExprNode& node, TMkqlBuildContext& ctx) {
-        const auto stream = MkqlBuildExpr(node.Head(), ctx);
+        const auto list = MkqlBuildExpr(node.Head(), ctx);
         const auto returnType = BuildType(node, *node.GetTypeAnn(), ctx.ProgramBuilder);
-        return ctx.ProgramBuilder.BlockStorage(stream, returnType);
+        return ctx.ProgramBuilder.BlockStorage(list, returnType);
     });
 
     AddCallable("BlockMapJoinIndex", [](const TExprNode& node, TMkqlBuildContext& ctx) {
         const auto blockStorage = MkqlBuildExpr(node.Head(), ctx);
-        const auto itemType = node.Child(1)->GetTypeAnn()->Cast<TTypeExprType>()->GetType()->Cast<TMultiExprType>();
+        const auto itemType = node.Child(1)->GetTypeAnn()->Cast<TTypeExprType>()->GetType()->Cast<TStructExprType>();
 
         std::vector<ui32> keyColumns;
-        node.Child(2)->ForEachChild([&](const TExprNode& child){ keyColumns.emplace_back(*GetWideBlockFieldPosition(*itemType, child.Content())); });
+        node.Child(2)->ForEachChild([&](const TExprNode& child){ keyColumns.emplace_back(*GetFieldPosition(*itemType, child.Content())); });
 
         const bool any = HasSetting(node.Tail(), "any");
 
@@ -1699,15 +1699,15 @@ TMkqlCommonCallableCompiler::TShared::TShared() {
         const auto rightBlockStorage = MkqlBuildExpr(*node.Child(1), ctx);
 
         const auto leftItemType = node.Head().GetTypeAnn()->Cast<TStreamExprType>()->GetItemType()->Cast<TMultiExprType>();
-        const auto rightItemType = node.Child(2)->GetTypeAnn()->Cast<TTypeExprType>()->GetType()->Cast<TMultiExprType>();
+        const auto rightItemType = node.Child(2)->GetTypeAnn()->Cast<TTypeExprType>()->GetType()->Cast<TStructExprType>();
 
         const auto joinKind = GetJoinKind(node, node.Child(3)->Content());
 
         std::vector<ui32> leftKeyColumns, leftKeyDrops, rightKeyColumns, rightKeyDrops;
         node.Child(4)->ForEachChild([&](const TExprNode& child){ leftKeyColumns.emplace_back(*GetWideBlockFieldPosition(*leftItemType, child.Content())); });
         node.Child(5)->ForEachChild([&](const TExprNode& child){ leftKeyDrops.emplace_back(*GetWideBlockFieldPosition(*leftItemType, child.Content())); });
-        node.Child(6)->ForEachChild([&](const TExprNode& child){ rightKeyColumns.emplace_back(*GetWideBlockFieldPosition(*rightItemType, child.Content())); });
-        node.Child(7)->ForEachChild([&](const TExprNode& child){ rightKeyDrops.emplace_back(*GetWideBlockFieldPosition(*rightItemType, child.Content())); });
+        node.Child(6)->ForEachChild([&](const TExprNode& child){ rightKeyColumns.emplace_back(*GetFieldPosition(*rightItemType, child.Content())); });
+        node.Child(7)->ForEachChild([&](const TExprNode& child){ rightKeyDrops.emplace_back(*GetFieldPosition(*rightItemType, child.Content())); });
 
         const auto rightItemMkqlType = BuildType(*node.Child(2), *rightItemType, ctx.ProgramBuilder);
         const auto returnType = BuildType(node, *node.GetTypeAnn(), ctx.ProgramBuilder);
diff --git a/yql/essentials/public/fastcheck/format.cpp b/yql/essentials/public/fastcheck/format.cpp
index d4717b4bf79..b487c56fc19 100644
--- a/yql/essentials/public/fastcheck/format.cpp
+++ b/yql/essentials/public/fastcheck/format.cpp
@@ -25,6 +25,21 @@ TString NormalizeEOL(TStringBuf input) {
     return res;
 }
 
+TString ReplaceHidden(TStringBuf input) {
+    TStringBuilder res;
+    for (const auto c : input) {
+        if (c == ' ') {
+            res << "\xe2\x80\xa2";
+        } else if (c == '\t') {
+            res << "\xe2\x86\x92";
+        } else {
+            res << c;
+        }
+    }
+
+    return res;
+}
+
 class TFormatRunner : public ICheckRunner {
 public:
     TString GetCheckName() const final {
@@ -107,7 +122,7 @@ private:
             }
 
             auto issue = TIssue(origPos, TStringBuilder() <<
-                "Format mismatch, expected:\n" << formattedSample << "\nbut got:\n" << origSample);
+                "Format mismatch, expected:\n" << ReplaceHidden(formattedSample) << "\nbut got:\n" << ReplaceHidden(origSample) << "\n");
             issue.SetCode(EYqlIssueCode::TIssuesIds_EIssueCode_WARNING, ESeverity::TSeverityIds_ESeverityId_S_WARNING);
             res.Issues.AddIssue(issue);
         }
diff --git a/yql/essentials/public/fastcheck/linter_ut.cpp b/yql/essentials/public/fastcheck/linter_ut.cpp
index c0315d20cf3..c7f7cb45d20 100644
--- a/yql/essentials/public/fastcheck/linter_ut.cpp
+++ b/yql/essentials/public/fastcheck/linter_ut.cpp
@@ -173,6 +173,26 @@ Y_UNIT_TEST_SUITE(TLinterTests) {
         UNIT_ASSERT_VALUES_EQUAL(pos.Column, 13);
     }
 
+    Y_UNIT_TEST(BadFormatYqlHidden) {
+        TChecksRequest request;
+        request.Program = "select\t1 ";
+        request.Syntax = ESyntax::YQL;
+        request.Filters.ConstructInPlace();
+        request.Filters->push_back(TCheckFilter{.CheckNameGlob = "format"});
+        auto res = RunChecks(request);
+        UNIT_ASSERT_VALUES_EQUAL(res.Checks.size(), 1);
+        UNIT_ASSERT_VALUES_EQUAL(res.Checks[0].CheckName, "format");
+        UNIT_ASSERT(!res.Checks[0].Success);
+        UNIT_ASSERT_NO_DIFF(res.Checks[0].Issues.ToString(),
+            "<main>:1:0: Warning: Format mismatch, expected:\n"
+            "SELECT\n"
+            "••••1\n"
+            ";\n\n"
+            "but got:\n"
+            "select→1•\n"
+            ", code: 3\n");
+    }
+
     Y_UNIT_TEST(GoodParserSExpr) {
         TChecksRequest request;
         request.Program = "((return world))";
diff --git a/yql/essentials/public/udf/udf_log.h b/yql/essentials/public/udf/udf_log.h
index 2e39ad1e040..b09edef148f 100644
--- a/yql/essentials/public/udf/udf_log.h
+++ b/yql/essentials/public/udf/udf_log.h
@@ -11,6 +11,20 @@
 namespace NYql {
 namespace NUdf {
 
+#define UDF_LOG(logger, component, level, msg)              \
+do {                                                        \
+    if ((logger) && (logger)->IsActive(component, level)) { \
+        (logger)->Log(component, level, msg);               \
+    }                                                       \
+} while (0)
+
+#define UDF_LOG_IF(condition, logger, component, level, msg)               \
+do {                                                                       \
+    if ((logger) && (condition) && (logger)->IsActive(component, level)) { \
+        (logger)->Log(component, level, msg);                              \
+    }                                                                      \
+} while (0)
+
 #define UDF_LOG_LEVEL(XX) \
     XX(Fatal, 0)  \
     XX(Error, 1)  \
diff --git a/yql/essentials/scripts/collect-coverage.sh b/yql/essentials/scripts/collect-coverage.sh
new file mode 100755
index 00000000000..5d7a6510a1d
--- /dev/null
+++ b/yql/essentials/scripts/collect-coverage.sh
@@ -0,0 +1,54 @@
+#!/bin/bash
+#
+# Script to collect the coverage report for the specified contents
+# in yql/essentials/core (i.e. type annotation machinery, optimizers)
+# to the directory, given as the first argument.
+set -eu
+
+ARC_ROOT=$(arc rev-parse --show-toplevel)
+# Save the coverage report with to the given directory; otherwise,
+# save the list into the temporary file.
+REPORT_ROOT=${1:-$(mktemp --tmpdir -d yql-essentials-core-coverage-XXXXXXX)}
+# Define the array of the prefixes to be collected to the coverage
+# report.
+COVERAGE_PREFIXES=(
+    'yql/essentials/core/type_ann'
+)
+# XXX: Join the prefixes listed above by a pipe (|) to make a
+# valid regexp alternatives for COVERAGE_TARGET_REGEXP parameter.
+COVERAGE_PREFIX_ALTERNATIVES=$(IFS='|'; echo "${COVERAGE_PREFIXES[*]}")
+
+# Run the command to collect code coverage over the sources in
+# /yql/essentials/core/ by the minirun test suite.
+# XXX: Here are the rationales for the particular options:
+# * --clang-coverage -- collect the code coverage only for C++
+#                       sources;
+# * --coverage-report --output $REPORT_ROOT -- build the HTML
+#                       report for the collected code coverage;
+# * -DCOVERAGE_TARGET_REGEXP -- collect the code coverage only
+#                       for the dedicated source files;
+# XXX: --coverage-prefix-filter doesn't work properly if several
+# paths are given, but fortunately, there is a recipe for C++
+# coverage in DEVTOOLSSUPPORT-52275#67093d22473c6c1da0bd17fd, that
+# uses -DCOVERAGE_TARGET_REGEXP and allows to specify several
+# paths by regexp.
+# See more info here: https://docs.yandex-team.ru/devtools/test/coverage.
+ya make -tA                                                    \
+    -C ${ARC_ROOT}/yql/essentials/tests/sql/minirun            \
+    -C ${ARC_ROOT}/yql/essentials/tests/s-expressions/minirun  \
+    -DCOVERAGE_TARGET_REGEXP="($COVERAGE_PREFIX_ALTERNATIVES)" \
+    --build profile                                            \
+    --clang-coverage                                           \
+    --coverage-report                                          \
+    --output ${REPORT_ROOT}                                    \
+    --test-disable-timeout
+
+# Create an anchor for each prefix, to ensure the analyzer part
+# that the coverage for particular prefixes is collected.
+for prefix in ${COVERAGE_PREFIXES[@]}; do
+    COLLECTED_PREFIX=${REPORT_ROOT}/$(basename $0)/$prefix
+    mkdir -p ${COLLECTED_PREFIX}
+    touch ${COLLECTED_PREFIX}/collected
+done
+
+echo "The coverage report is stored in ${REPORT_ROOT}"
diff --git a/yql/essentials/scripts/separate-yql-proto-compile.sh b/yql/essentials/scripts/separate-yql-proto-compile.sh
new file mode 100755
index 00000000000..9a7a4042a20
--- /dev/null
+++ b/yql/essentials/scripts/separate-yql-proto-compile.sh
@@ -0,0 +1,8 @@
+# The script takes the content of your Protocol Buffer (.proto) file and processes it to generate a compressed and encoded message meta info. 
+# This meta info needs to be passed to the config.
+# 1. Run the script in your terminal.
+# 2. Paste your .proto file content when prompted.
+# 3. Press Ctrl+D to signal the end of input.
+# 4. Receive the Base64-encoded, gzipped descriptor set as output and paste to "meta" field of your config.
+
+ya make contrib/tools/protoc && tmp=$(mktemp --suffix=.proto) && cat > "$tmp" && ./contrib/tools/protoc/protoc -I "$(dirname "$tmp")" --include_imports --descriptor_set_out=/dev/stdout "$tmp" | gzip | base64 -w 0 && rm "$tmp"
diff --git a/yql/essentials/sql/v1/aggregation.cpp b/yql/essentials/sql/v1/aggregation.cpp
index 875ae7d97d6..a1e98d2352c 100644
--- a/yql/essentials/sql/v1/aggregation.cpp
+++ b/yql/essentials/sql/v1/aggregation.cpp
@@ -52,7 +52,7 @@ public:
             BuildBind(Pos, aggMode == EAggregateMode::OverWindow || aggMode == EAggregateMode::OverWindowDistinct ? "window_module" : "aggregate_module", func) : nullptr),
         Multi(multi), ValidateArgs(validateArgs), DynamicFactory(!Factory)
     {
-        if (aggMode != EAggregateMode::OverWindow && !func.empty() && AggApplyFuncs.contains(func)) {
+        if (aggMode != EAggregateMode::OverWindow && aggMode != EAggregateMode::OverWindowDistinct && !func.empty() && AggApplyFuncs.contains(func)) {
             AggApplyName = func.substr(0, func.size() - 15);
         }
 
@@ -112,7 +112,7 @@ protected:
 
         if (!isFactory) {
             node.Add("Member", "row", Q(Name));
-            if (IsOverWindow()) {
+            if (IsOverWindow() || IsOverWindowDistinct()) {
                 src->AddTmpWindowColumn(Name);
             }
         }
@@ -156,7 +156,7 @@ protected:
                 if (!x->Init(ctx, src)) {
                     return false;
                 }
-                if (x->IsAggregated() && !x->IsAggregationKey() && !IsOverWindow()) {
+                if (x->IsAggregated() && !x->IsAggregationKey() && !IsOverWindow() && !IsOverWindowDistinct()) {
                     ctx.Error(Pos) << "Aggregation of aggregated values is forbidden";
                     return false;
                 }
@@ -172,7 +172,7 @@ protected:
         if (!Expr->Init(ctx, src)) {
             return false;
         }
-        if (Expr->IsAggregated() && !Expr->IsAggregationKey() && !IsOverWindow()) {
+        if (Expr->IsAggregated() && !Expr->IsAggregationKey() && !IsOverWindow() && !IsOverWindowDistinct()) {
             ctx.Error(Pos) << "Aggregation of aggregated values is forbidden";
             return false;
         }
@@ -196,7 +196,7 @@ protected:
                     DistinctKey = DotJoin(*sourcePtr, DistinctKey);
                 }
             }
-            if (src->IsGroupByColumn(DistinctKey)) {
+            if (!ctx.DistinctOverKeys && src->IsGroupByColumn(DistinctKey)) {
                 ctx.Error(Expr->GetPos()) << ErrorDistinctByGroupKey(DistinctKey);
                 return false;
             }
@@ -292,7 +292,7 @@ private:
 
         if (!isFactory) {
             node.Add("Member", "row", Q(Name));
-            if (IsOverWindow()) {
+            if (IsOverWindow() || IsOverWindowDistinct()) {
                 src->AddTmpWindowColumn(Name);
             }
         }
@@ -393,7 +393,7 @@ private:
 
         if (!isFactory) {
             node.Add("Member", "row", Q(Name));
-            if (IsOverWindow()) {
+            if (IsOverWindow() || IsOverWindowDistinct()) {
                 src->AddTmpWindowColumn(Name);
             }
         }
@@ -480,7 +480,7 @@ private:
 
         if (!isFactory) {
             node.Add("Member", "row", Q(Name));
-            if (IsOverWindow()) {
+            if (IsOverWindow() || IsOverWindowDistinct()) {
                 src->AddTmpWindowColumn(Name);
             }
         }
@@ -516,7 +516,7 @@ private:
             return false;
         }
 
-        if ((One->IsAggregated() || Two->IsAggregated()) && !IsOverWindow()) {
+        if ((One->IsAggregated() || Two->IsAggregated()) && !IsOverWindow() && !IsOverWindowDistinct()) {
             ctx.Error(Pos) << "Aggregation of aggregated values is forbidden";
             return false;
         }
@@ -1014,7 +1014,7 @@ private:
 
         if (!isFactory) {
             node.Add("Member", "row", Q(Name));
-            if (IsOverWindow()) {
+            if (IsOverWindow() || IsOverWindowDistinct()) {
                 src->AddTmpWindowColumn(Name);
             }
         }
@@ -1130,7 +1130,7 @@ private:
 
         if (!isFactory) {
             node.Add("Member", "row", Q(Name));
-            if (IsOverWindow()) {
+            if (IsOverWindow() || IsOverWindowDistinct()) {
                 src->AddTmpWindowColumn(Name);
             }
         }
@@ -1205,7 +1205,7 @@ private:
 
         if (!isFactory) {
             node.Add("Member", "row", Q(Name));
-            if (IsOverWindow()) {
+            if (IsOverWindow() || IsOverWindowDistinct()) {
                 src->AddTmpWindowColumn(Name);
             }
         }
diff --git a/yql/essentials/sql/v1/complete/antlr4/vocabulary.cpp b/yql/essentials/sql/v1/complete/antlr4/vocabulary.cpp
new file mode 100644
index 00000000000..0938ae3aca0
--- /dev/null
+++ b/yql/essentials/sql/v1/complete/antlr4/vocabulary.cpp
@@ -0,0 +1,14 @@
+#include "vocabulary.h"
+
+namespace NSQLComplete {
+
+    std::string Display(const antlr4::dfa::Vocabulary& vocabulary, TTokenId tokenType) {
+        auto name = vocabulary.getDisplayName(tokenType);
+        if (2 <= name.length() && name.starts_with('\'') && name.ends_with('\'')) {
+            name.erase(static_cast<std::string::size_type>(0), 1);
+            name.pop_back();
+        }
+        return name;
+    }
+
+} // namespace NSQLComplete
diff --git a/yql/essentials/sql/v1/complete/antlr4/vocabulary.h b/yql/essentials/sql/v1/complete/antlr4/vocabulary.h
new file mode 100644
index 00000000000..deb67828800
--- /dev/null
+++ b/yql/essentials/sql/v1/complete/antlr4/vocabulary.h
@@ -0,0 +1,13 @@
+#pragma once
+
+#include "defs.h"
+
+#include <contrib/libs/antlr4_cpp_runtime/src/Vocabulary.h>
+
+#include <string>
+
+namespace NSQLComplete {
+
+    std::string Display(const antlr4::dfa::Vocabulary& vocabulary, TTokenId tokenType);
+
+} // namespace NSQLComplete
diff --git a/yql/essentials/sql/v1/complete/antlr4/ya.make b/yql/essentials/sql/v1/complete/antlr4/ya.make
index 36145606177..b79ae1b60bb 100644
--- a/yql/essentials/sql/v1/complete/antlr4/ya.make
+++ b/yql/essentials/sql/v1/complete/antlr4/ya.make
@@ -1,5 +1,9 @@
 LIBRARY()
 
+SRCS(
+    vocabulary.cpp
+)
+
 PEERDIR(
     contrib/libs/antlr4_cpp_runtime
     contrib/libs/antlr4-c3
diff --git a/yql/essentials/sql/v1/complete/core/statement.h b/yql/essentials/sql/v1/complete/core/statement.h
new file mode 100644
index 00000000000..d4c095a0e1f
--- /dev/null
+++ b/yql/essentials/sql/v1/complete/core/statement.h
@@ -0,0 +1,10 @@
+#pragma once
+
+namespace NSQLComplete {
+
+    enum class EStatementKind {
+        Select,
+        Insert,
+    };
+
+} // namespace NSQLComplete
diff --git a/yql/essentials/sql/v1/complete/core/ya.make b/yql/essentials/sql/v1/complete/core/ya.make
new file mode 100644
index 00000000000..9865d255c8f
--- /dev/null
+++ b/yql/essentials/sql/v1/complete/core/ya.make
@@ -0,0 +1,3 @@
+LIBRARY()
+
+END()
diff --git a/yql/essentials/sql/v1/complete/name/name_service.h b/yql/essentials/sql/v1/complete/name/name_service.h
index d3cf153341e..665068e1520 100644
--- a/yql/essentials/sql/v1/complete/name/name_service.h
+++ b/yql/essentials/sql/v1/complete/name/name_service.h
@@ -1,5 +1,7 @@
 #pragma once
 
+#include <yql/essentials/sql/v1/complete/core/statement.h>
+
 #include <library/cpp/threading/future/core/future.h>
 
 #include <util/generic/vector.h>
@@ -13,28 +15,56 @@ namespace NSQLComplete {
         TString Indentifier;
     };
 
+    struct TNamespaced {
+        TString Namespace;
+    };
+
+    struct TKeyword {
+        TString Content;
+    };
+
+    struct TPragmaName: TIndentifier {
+        struct TConstraints: TNamespaced {};
+    };
+
     struct TTypeName: TIndentifier {
         using TConstraints = std::monostate;
     };
 
     struct TFunctionName: TIndentifier {
-        using TConstraints = std::monostate;
+        struct TConstraints: TNamespaced {};
+    };
+
+    struct THintName: TIndentifier {
+        struct TConstraints {
+            EStatementKind Statement;
+        };
     };
 
     using TGenericName = std::variant<
+        TKeyword,
+        TPragmaName,
         TTypeName,
-        TFunctionName>;
+        TFunctionName,
+        THintName>;
 
     struct TNameRequest {
+        TVector<TString> Keywords;
         struct {
-            std::optional<TTypeName::TConstraints> TypeName;
-            std::optional<TTypeName::TConstraints> Function;
+            std::optional<TPragmaName::TConstraints> Pragma;
+            std::optional<TTypeName::TConstraints> Type;
+            std::optional<TFunctionName::TConstraints> Function;
+            std::optional<THintName::TConstraints> Hint;
         } Constraints;
         TString Prefix = "";
         size_t Limit = 128;
 
         bool IsEmpty() const {
-            return !Constraints.TypeName && !Constraints.Function;
+            return Keywords.empty() &&
+                   !Constraints.Pragma &&
+                   !Constraints.Type &&
+                   !Constraints.Function &&
+                   !Constraints.Hint;
         }
     };
 
diff --git a/yql/essentials/sql/v1/complete/name/static/frequency.cpp b/yql/essentials/sql/v1/complete/name/static/frequency.cpp
index d9c8ba9652c..62997ccff7a 100644
--- a/yql/essentials/sql/v1/complete/name/static/frequency.cpp
+++ b/yql/essentials/sql/v1/complete/name/static/frequency.cpp
@@ -14,10 +14,14 @@ namespace NSQLComplete {
             const char* Sum = "sum";
         } Key;
         struct {
+            const char* Pragma = "PRAGMA";
             const char* Type = "TYPE";
             const char* Func = "FUNC";
+            const char* Keyword = "KEYWORD";
             const char* Module = "MODULE";
             const char* ModuleFunc = "MODULE_FUNC";
+            const char* ReadHint = "READ_HINT";
+            const char* InsertHint = "INSERT_HINT";
         } Parent;
     } Json;
 
@@ -53,20 +57,31 @@ namespace NSQLComplete {
     TFrequencyData Convert(TVector<TFrequencyItem> items) {
         TFrequencyData data;
         for (auto& item : items) {
-            if (item.Parent == Json.Parent.Type ||
+            if (item.Parent == Json.Parent.Pragma ||
+                item.Parent == Json.Parent.Type ||
                 item.Parent == Json.Parent.Func ||
+                item.Parent == Json.Parent.Keyword ||
                 item.Parent == Json.Parent.ModuleFunc ||
-                item.Parent == Json.Parent.Module) {
+                item.Parent == Json.Parent.Module ||
+                item.Parent == Json.Parent.ReadHint ||
+                item.Parent == Json.Parent.InsertHint) {
                 item.Rule = ToLowerUTF8(item.Rule);
             }
 
-            if (item.Parent == Json.Parent.Type) {
+            if (item.Parent == Json.Parent.Pragma) {
+                data.Pragmas[item.Rule] += item.Sum;
+            } else if (item.Parent == Json.Parent.Type) {
                 data.Types[item.Rule] += item.Sum;
+            } else if (item.Parent == Json.Parent.Keyword) {
+                data.Keywords[item.Rule] += item.Sum;
+            } else if (item.Parent == Json.Parent.Module) {
+                // Ignore, unsupported: Modules
             } else if (item.Parent == Json.Parent.Func ||
                        item.Parent == Json.Parent.ModuleFunc) {
                 data.Functions[item.Rule] += item.Sum;
-            } else if (item.Parent == Json.Parent.Module) {
-                // Ignore, unsupported: Modules
+            } else if (item.Parent == Json.Parent.ReadHint ||
+                       item.Parent == Json.Parent.InsertHint) {
+                data.Hints[item.Rule] += item.Sum;
             } else {
                 // Ignore, unsupported: Parser Call Stacks
             }
diff --git a/yql/essentials/sql/v1/complete/name/static/frequency.h b/yql/essentials/sql/v1/complete/name/static/frequency.h
index 3d128f824b4..6925c99fa5e 100644
--- a/yql/essentials/sql/v1/complete/name/static/frequency.h
+++ b/yql/essentials/sql/v1/complete/name/static/frequency.h
@@ -6,8 +6,11 @@
 namespace NSQLComplete {
 
     struct TFrequencyData {
+        THashMap<TString, size_t> Keywords;
+        THashMap<TString, size_t> Pragmas;
         THashMap<TString, size_t> Types;
         THashMap<TString, size_t> Functions;
+        THashMap<TString, size_t> Hints;
     };
 
     TFrequencyData ParseJsonFrequencyData(const TStringBuf text);
diff --git a/yql/essentials/sql/v1/complete/name/static/frequency_ut.cpp b/yql/essentials/sql/v1/complete/name/static/frequency_ut.cpp
index dd6ee2cfbb2..8f7eafed2ea 100644
--- a/yql/essentials/sql/v1/complete/name/static/frequency_ut.cpp
+++ b/yql/essentials/sql/v1/complete/name/static/frequency_ut.cpp
@@ -10,12 +10,18 @@ Y_UNIT_TEST_SUITE(FrequencyTests) {
         TFrequencyData actual = ParseJsonFrequencyData(R"([
             {"parent":"FUNC","rule":"ABC","sum":1},
             {"parent":"TYPE","rule":"BIGINT","sum":7101},
+            {"parent":"KEYWORD","rule":"UNION","sum":65064443},
             {"parent":"MODULE_FUNC","rule":"Compress::BZip2","sum":2},
             {"parent":"MODULE","rule":"re2","sum":3094},
+            {"parent":"READ_HINT","rule":"COLUMNS","sum":826110},
+            {"parent":"INSERT_HINT","rule":"COLUMN_GROUPS","sum":225},
             {"parent":"TRule_action_or_subquery_args","rule":"TRule_action_or_subquery_args.Block2","sum":4874480}
         ])");
 
         TFrequencyData expected = {
+            .Keywords = {
+                {"union", 65064443},
+            },
             .Types = {
                 {"bigint", 7101},
             },
@@ -23,10 +29,16 @@ Y_UNIT_TEST_SUITE(FrequencyTests) {
                 {"abc", 1},
                 {"compress::bzip2", 2},
             },
+            .Hints = {
+                {"columns", 826110},
+                {"column_groups", 225},
+            },
         };
 
+        UNIT_ASSERT_VALUES_EQUAL(actual.Keywords, expected.Keywords);
         UNIT_ASSERT_VALUES_EQUAL(actual.Types, expected.Types);
         UNIT_ASSERT_VALUES_EQUAL(actual.Functions, expected.Functions);
+        UNIT_ASSERT_VALUES_EQUAL(actual.Hints, expected.Hints);
     }
 
     Y_UNIT_TEST(FrequencyDataResouce) {
diff --git a/yql/essentials/sql/v1/complete/name/static/json_name_set.cpp b/yql/essentials/sql/v1/complete/name/static/json_name_set.cpp
index 29c303b3102..bc522fd674c 100644
--- a/yql/essentials/sql/v1/complete/name/static/json_name_set.cpp
+++ b/yql/essentials/sql/v1/complete/name/static/json_name_set.cpp
@@ -3,6 +3,8 @@
 #include <library/cpp/json/json_reader.h>
 #include <library/cpp/resource/resource.h>
 
+#include <util/charset/utf8.h>
+
 namespace NSQLComplete {
 
     NJson::TJsonValue LoadJsonResource(const TStringBuf filename) {
@@ -26,6 +28,10 @@ namespace NSQLComplete {
         return keys;
     }
 
+    TVector<TString> ParsePragmas(NJson::TJsonValue json) {
+        return ParseNames(json.GetArraySafe());
+    }
+
     TVector<TString> ParseTypes(NJson::TJsonValue json) {
         return ParseNames(json.GetArraySafe());
     }
@@ -34,7 +40,7 @@ namespace NSQLComplete {
         return ParseNames(json.GetArraySafe());
     }
 
-    TVector<TString> ParseUfs(NJson::TJsonValue json) {
+    TVector<TString> ParseUdfs(NJson::TJsonValue json) {
         TVector<TString> names;
         for (auto& [module, v] : json.GetMapSafe()) {
             auto functions = ParseNames(v.GetArraySafe());
@@ -46,12 +52,40 @@ namespace NSQLComplete {
         return names;
     }
 
+    // TODO(YQL-19747): support multiple systems, name service/set hierarchy - common & special
+    THashMap<EStatementKind, TVector<TString>> ParseHints(NJson::TJsonValue json) {
+        THashMap<EStatementKind, TVector<TString>> hints;
+
+        THashMap<EStatementKind, TString> StatementNames = {
+            {EStatementKind::Select, "read"},
+            {EStatementKind::Insert, "insert"},
+        };
+
+        for (const auto& [k, kname] : StatementNames) {
+            for (auto& [_, values] : json.GetMapSafe().at(kname).GetMapSafe()) {
+                for (auto& name : ParseNames(values.GetMapSafe().at("hints").GetArraySafe())) {
+                    hints[k].emplace_back(std::move(name));
+                }
+            }
+        }
+
+        for (auto& [_, hints] : hints) {
+            for (auto& hint : hints) {
+                hint = ToUpperUTF8(hint);
+            }
+        }
+
+        return hints;
+    }
+
     NameSet MakeDefaultNameSet() {
         return {
+            .Pragmas = ParsePragmas(LoadJsonResource("pragmas_opensource.json")),
             .Types = ParseTypes(LoadJsonResource("types.json")),
             .Functions = Merge(
                 ParseFunctions(LoadJsonResource("sql_functions.json")),
-                ParseUfs(LoadJsonResource("udfs_basic.json"))),
+                ParseUdfs(LoadJsonResource("udfs_basic.json"))),
+            .Hints = ParseHints(LoadJsonResource("statements_opensource.json")),
         };
     }
 
diff --git a/yql/essentials/sql/v1/complete/name/static/name_service.cpp b/yql/essentials/sql/v1/complete/name/static/name_service.cpp
index fdb1dd4eae1..3fd33102d61 100644
--- a/yql/essentials/sql/v1/complete/name/static/name_service.cpp
+++ b/yql/essentials/sql/v1/complete/name/static/name_service.cpp
@@ -2,22 +2,9 @@
 
 #include "ranking.h"
 
-namespace NSQLComplete {
-
-    bool NoCaseCompare(const TString& lhs, const TString& rhs) {
-        return std::lexicographical_compare(
-            std::begin(lhs), std::end(lhs),
-            std::begin(rhs), std::end(rhs),
-            [](const char lhs, const char rhs) {
-                return ToLower(lhs) < ToLower(rhs);
-            });
-    }
+#include <yql/essentials/sql/v1/complete/text/case.h>
 
-    auto NoCaseCompareLimit(size_t size) {
-        return [size](const TString& lhs, const TString& rhs) -> bool {
-            return strncasecmp(lhs.data(), rhs.data(), size) < 0;
-        };
-    }
+namespace NSQLComplete {
 
     const TVector<TStringBuf> FilteredByPrefix(
         const TString& prefix,
@@ -28,40 +15,96 @@ namespace NSQLComplete {
         return TVector<TStringBuf>(first, last);
     }
 
-    template <class T>
-    void AppendAs(TVector<TGenericName>& target, const TVector<TStringBuf>& source) {
+    template <class T, class S = TStringBuf>
+    void AppendAs(TVector<TGenericName>& target, const TVector<S>& source) {
         for (const auto& element : source) {
             target.emplace_back(T{TString(element)});
         }
     }
 
+    TString Prefixed(const TStringBuf requestPrefix, const TStringBuf delimeter, const TNamespaced& namespaced) {
+        TString prefix;
+        if (!namespaced.Namespace.empty()) {
+            prefix += namespaced.Namespace;
+            prefix += delimeter;
+        }
+        prefix += requestPrefix;
+        return prefix;
+    }
+
+    void FixPrefix(TString& name, const TStringBuf delimeter, const TNamespaced& namespaced) {
+        if (namespaced.Namespace.empty()) {
+            return;
+        }
+        name.remove(0, namespaced.Namespace.size() + delimeter.size());
+    }
+
+    void FixPrefix(TGenericName& name, const TNameRequest& request) {
+        std::visit([&](auto& name) -> size_t {
+            using T = std::decay_t<decltype(name)>;
+            if constexpr (std::is_same_v<T, TPragmaName>) {
+                FixPrefix(name.Indentifier, ".", *request.Constraints.Pragma);
+            }
+            if constexpr (std::is_same_v<T, TFunctionName>) {
+                FixPrefix(name.Indentifier, "::", *request.Constraints.Function);
+            }
+            return 0;
+        }, name);
+    }
+
     class TStaticNameService: public INameService {
     public:
         explicit TStaticNameService(NameSet names, IRanking::TPtr ranking)
             : NameSet_(std::move(names))
             , Ranking_(std::move(ranking))
         {
+            Sort(NameSet_.Pragmas, NoCaseCompare);
             Sort(NameSet_.Types, NoCaseCompare);
             Sort(NameSet_.Functions, NoCaseCompare);
+            for (auto& [_, hints] : NameSet_.Hints) {
+                Sort(hints, NoCaseCompare);
+            }
         }
 
         TFuture<TNameResponse> Lookup(TNameRequest request) override {
             TNameResponse response;
 
-            if (request.Constraints.TypeName) {
+            Sort(request.Keywords, NoCaseCompare);
+            AppendAs<TKeyword>(
+                response.RankedNames,
+                FilteredByPrefix(request.Prefix, request.Keywords));
+
+            if (request.Constraints.Pragma) {
+                auto prefix = Prefixed(request.Prefix, ".", *request.Constraints.Pragma);
+                auto names = FilteredByPrefix(prefix, NameSet_.Pragmas);
+                AppendAs<TPragmaName>(response.RankedNames, names);
+            }
+
+            if (request.Constraints.Type) {
                 AppendAs<TTypeName>(
                     response.RankedNames,
                     FilteredByPrefix(request.Prefix, NameSet_.Types));
             }
 
             if (request.Constraints.Function) {
-                AppendAs<TFunctionName>(
+                auto prefix = Prefixed(request.Prefix, "::", *request.Constraints.Function);
+                auto names = FilteredByPrefix(prefix, NameSet_.Functions);
+                AppendAs<TFunctionName>(response.RankedNames, names);
+            }
+
+            if (request.Constraints.Hint) {
+                const auto stmt = request.Constraints.Hint->Statement;
+                AppendAs<THintName>(
                     response.RankedNames,
-                    FilteredByPrefix(request.Prefix, NameSet_.Functions));
+                    FilteredByPrefix(request.Prefix, NameSet_.Hints[stmt]));
             }
 
             Ranking_->CropToSortedPrefix(response.RankedNames, request.Limit);
 
+            for (auto& name : response.RankedNames) {
+                FixPrefix(name, request);
+            }
+
             return NThreading::MakeFuture(std::move(response));
         }
 
diff --git a/yql/essentials/sql/v1/complete/name/static/name_service.h b/yql/essentials/sql/v1/complete/name/static/name_service.h
index a5c90465c83..d5459faa1d7 100644
--- a/yql/essentials/sql/v1/complete/name/static/name_service.h
+++ b/yql/essentials/sql/v1/complete/name/static/name_service.h
@@ -7,8 +7,10 @@
 namespace NSQLComplete {
 
     struct NameSet {
+        TVector<TString> Pragmas;
         TVector<TString> Types;
         TVector<TString> Functions;
+        THashMap<EStatementKind, TVector<TString>> Hints;
     };
 
     NameSet MakeDefaultNameSet();
diff --git a/yql/essentials/sql/v1/complete/name/static/ranking.cpp b/yql/essentials/sql/v1/complete/name/static/ranking.cpp
index 45e6e2b2fa2..ee1cbef08f5 100644
--- a/yql/essentials/sql/v1/complete/name/static/ranking.cpp
+++ b/yql/essentials/sql/v1/complete/name/static/ranking.cpp
@@ -57,16 +57,34 @@ namespace NSQLComplete {
             return std::visit([this](const auto& name) -> size_t {
                 using T = std::decay_t<decltype(name)>;
 
-                auto identifier = ToLowerUTF8(ContentView(name));
+                auto content = ToLowerUTF8(ContentView(name));
+
+                if constexpr (std::is_same_v<T, TKeyword>) {
+                    if (auto weight = Frequency_.Keywords.FindPtr(content)) {
+                        return *weight;
+                    }
+                }
+
+                if constexpr (std::is_same_v<T, TPragmaName>) {
+                    if (auto weight = Frequency_.Pragmas.FindPtr(content)) {
+                        return *weight;
+                    }
+                }
 
                 if constexpr (std::is_same_v<T, TFunctionName>) {
-                    if (auto weight = Frequency_.Functions.FindPtr(identifier)) {
+                    if (auto weight = Frequency_.Functions.FindPtr(content)) {
                         return *weight;
                     }
                 }
 
                 if constexpr (std::is_same_v<T, TTypeName>) {
-                    if (auto weight = Frequency_.Types.FindPtr(identifier)) {
+                    if (auto weight = Frequency_.Types.FindPtr(content)) {
+                        return *weight;
+                    }
+                }
+
+                if constexpr (std::is_same_v<T, THintName>) {
+                    if (auto weight = Frequency_.Hints.FindPtr(content)) {
                         return *weight;
                     }
                 }
@@ -82,6 +100,9 @@ namespace NSQLComplete {
         const TStringBuf ContentView(const TGenericName& name Y_LIFETIME_BOUND) const {
             return std::visit([](const auto& name) -> TStringBuf {
                 using T = std::decay_t<decltype(name)>;
+                if constexpr (std::is_base_of_v<TKeyword, T>) {
+                    return name.Content;
+                }
                 if constexpr (std::is_base_of_v<TIndentifier, T>) {
                     return name.Indentifier;
                 }
diff --git a/yql/essentials/sql/v1/complete/name/static/ya.make b/yql/essentials/sql/v1/complete/name/static/ya.make
index 639371447af..155c0926399 100644
--- a/yql/essentials/sql/v1/complete/name/static/ya.make
+++ b/yql/essentials/sql/v1/complete/name/static/ya.make
@@ -13,9 +13,11 @@ PEERDIR(
 )
 
 RESOURCE(
+    yql/essentials/data/language/pragmas_opensource.json pragmas_opensource.json
     yql/essentials/data/language/types.json types.json
     yql/essentials/data/language/sql_functions.json sql_functions.json
     yql/essentials/data/language/udfs_basic.json udfs_basic.json
+    yql/essentials/data/language/statements_opensource.json statements_opensource.json
     yql/essentials/data/language/rules_corr_basic.json rules_corr_basic.json
 )
 
diff --git a/yql/essentials/sql/v1/complete/name/ya.make b/yql/essentials/sql/v1/complete/name/ya.make
index c8af42acfb0..43f7dc2c1b3 100644
--- a/yql/essentials/sql/v1/complete/name/ya.make
+++ b/yql/essentials/sql/v1/complete/name/ya.make
@@ -1,5 +1,9 @@
 LIBRARY()
 
+PEERDIR(
+    yql/essentials/sql/v1/complete/core
+)
+
 END()
 
 RECURSE(
diff --git a/yql/essentials/sql/v1/complete/sql_complete.cpp b/yql/essentials/sql/v1/complete/sql_complete.cpp
index ed3afa29df4..0789aa4bfc0 100644
--- a/yql/essentials/sql/v1/complete/sql_complete.cpp
+++ b/yql/essentials/sql/v1/complete/sql_complete.cpp
@@ -3,10 +3,7 @@
 #include <yql/essentials/sql/v1/complete/text/word.h>
 #include <yql/essentials/sql/v1/complete/name/static/name_service.h>
 #include <yql/essentials/sql/v1/complete/syntax/local.h>
-
-// FIXME(YQL-19747): unwanted dependency on a lexer implementation
-#include <yql/essentials/sql/v1/lexer/antlr4_pure/lexer.h>
-#include <yql/essentials/sql/v1/lexer/antlr4_pure_ansi/lexer.h>
+#include <yql/essentials/sql/v1/complete/syntax/format.h>
 
 #include <util/generic/algorithm.h>
 #include <util/charset/utf8.h>
@@ -35,18 +32,14 @@ namespace NSQLComplete {
                     << " for input size " << input.Text.size();
             }
 
-            auto prefix = input.Text.Head(input.CursorPosition);
-            auto completedToken = GetCompletedToken(prefix);
-
-            auto context = SyntaxAnalysis->Analyze(input);
+            TLocalSyntaxContext context = SyntaxAnalysis->Analyze(input);
 
-            TVector<TCandidate> candidates;
-            EnrichWithKeywords(candidates, std::move(context.Keywords), completedToken);
-            EnrichWithNames(candidates, context, completedToken);
+            TStringBuf prefix = input.Text.Head(input.CursorPosition);
+            TCompletedToken completedToken = GetCompletedToken(prefix);
 
             return {
                 .CompletedToken = std::move(completedToken),
-                .Candidates = std::move(candidates),
+                .Candidates = GetCanidates(std::move(context), completedToken),
             };
         }
 
@@ -58,55 +51,61 @@ namespace NSQLComplete {
             };
         }
 
-        void EnrichWithKeywords(
-            TVector<TCandidate>& candidates,
-            TVector<TString> keywords,
-            const TCompletedToken& prefix) {
-            for (auto keyword : keywords) {
-                candidates.push_back({
-                    .Kind = ECandidateKind::Keyword,
-                    .Content = std::move(keyword),
-                });
-            }
-            FilterByContent(candidates, prefix.Content);
-            candidates.crop(Configuration.Limit);
-        }
-
-        void EnrichWithNames(
-            TVector<TCandidate>& candidates,
-            const TLocalSyntaxContext& context,
-            const TCompletedToken& prefix) {
-            if (candidates.size() == Configuration.Limit) {
-                return;
-            }
-
+        TVector<TCandidate> GetCanidates(TLocalSyntaxContext context, const TCompletedToken& prefix) {
             TNameRequest request = {
                 .Prefix = TString(prefix.Content),
-                .Limit = Configuration.Limit - candidates.size(),
+                .Limit = Configuration.Limit,
             };
 
+            for (const auto& [first, _] : context.Keywords) {
+                request.Keywords.emplace_back(first);
+            }
+
+            if (context.Pragma) {
+                TPragmaName::TConstraints constraints;
+                constraints.Namespace = context.Pragma->Namespace;
+                request.Constraints.Pragma = std::move(constraints);
+            }
+
             if (context.IsTypeName) {
-                request.Constraints.TypeName = TTypeName::TConstraints();
+                request.Constraints.Type = TTypeName::TConstraints();
+            }
+
+            if (context.Function) {
+                TFunctionName::TConstraints constraints;
+                constraints.Namespace = context.Function->Namespace;
+                request.Constraints.Function = std::move(constraints);
             }
 
-            if (context.IsFunctionName) {
-                request.Constraints.Function = TFunctionName::TConstraints();
+            if (context.Hint) {
+                THintName::TConstraints constraints;
+                constraints.Statement = context.Hint->StatementKind;
+                request.Constraints.Hint = std::move(constraints);
             }
 
             if (request.IsEmpty()) {
-                return;
+                return {};
             }
 
             // User should prepare a robust INameService
             TNameResponse response = Names->Lookup(std::move(request)).ExtractValueSync();
 
-            EnrichWithNames(candidates, std::move(response.RankedNames));
+            return Convert(std::move(response.RankedNames), std::move(context.Keywords));
         }
 
-        void EnrichWithNames(TVector<TCandidate>& candidates, TVector<TGenericName> names) {
+        TVector<TCandidate> Convert(TVector<TGenericName> names, TLocalSyntaxContext::TKeywords keywords) {
+            TVector<TCandidate> candidates;
             for (auto& name : names) {
-                candidates.emplace_back(std::visit([](auto&& name) -> TCandidate {
+                candidates.emplace_back(std::visit([&](auto&& name) -> TCandidate {
                     using T = std::decay_t<decltype(name)>;
+                    if constexpr (std::is_base_of_v<TKeyword, T>) {
+                        TVector<TString>& seq = keywords[name.Content];
+                        seq.insert(std::begin(seq), name.Content);
+                        return {ECandidateKind::Keyword, FormatKeywords(seq)};
+                    }
+                    if constexpr (std::is_base_of_v<TPragmaName, T>) {
+                        return {ECandidateKind::PragmaName, std::move(name.Indentifier)};
+                    }
                     if constexpr (std::is_base_of_v<TTypeName, T>) {
                         return {ECandidateKind::TypeName, std::move(name.Indentifier)};
                     }
@@ -114,16 +113,12 @@ namespace NSQLComplete {
                         name.Indentifier += "(";
                         return {ECandidateKind::FunctionName, std::move(name.Indentifier)};
                     }
+                    if constexpr (std::is_base_of_v<THintName, T>) {
+                        return {ECandidateKind::HintName, std::move(name.Indentifier)};
+                    }
                 }, std::move(name)));
             }
-        }
-
-        void FilterByContent(TVector<TCandidate>& candidates, TStringBuf prefix) {
-            const auto lowerPrefix = ToLowerUTF8(prefix);
-            auto removed = std::ranges::remove_if(candidates, [&](const auto& candidate) {
-                return !ToLowerUTF8(candidate.Content).StartsWith(lowerPrefix);
-            });
-            candidates.erase(std::begin(removed), std::end(removed));
+            return candidates;
         }
 
         TConfiguration Configuration;
@@ -131,21 +126,6 @@ namespace NSQLComplete {
         INameService::TPtr Names;
     };
 
-    // FIXME(YQL-19747): unwanted dependency on a lexer implementation
-    ISqlCompletionEngine::TPtr MakeSqlCompletionEngine() {
-        NSQLTranslationV1::TLexers lexers;
-        lexers.Antlr4Pure = NSQLTranslationV1::MakeAntlr4PureLexerFactory();
-        lexers.Antlr4PureAnsi = NSQLTranslationV1::MakeAntlr4PureAnsiLexerFactory();
-
-        INameService::TPtr names = MakeStaticNameService(MakeDefaultNameSet(), MakeDefaultRanking());
-
-        return MakeSqlCompletionEngine([lexers = std::move(lexers)](bool ansi) {
-            return NSQLTranslationV1::MakeLexer(
-                lexers, ansi, /* antlr4 = */ true,
-                NSQLTranslationV1::ELexerFlavor::Pure);
-        }, std::move(names));
-    }
-
     ISqlCompletionEngine::TPtr MakeSqlCompletionEngine(
         TLexerSupplier lexer,
         INameService::TPtr names,
@@ -162,12 +142,18 @@ void Out<NSQLComplete::ECandidateKind>(IOutputStream& out, NSQLComplete::ECandid
         case NSQLComplete::ECandidateKind::Keyword:
             out << "Keyword";
             break;
+        case NSQLComplete::ECandidateKind::PragmaName:
+            out << "PragmaName";
+            break;
         case NSQLComplete::ECandidateKind::TypeName:
             out << "TypeName";
             break;
         case NSQLComplete::ECandidateKind::FunctionName:
             out << "FunctionName";
             break;
+        case NSQLComplete::ECandidateKind::HintName:
+            out << "HintName";
+            break;
     }
 }
 
diff --git a/yql/essentials/sql/v1/complete/sql_complete.h b/yql/essentials/sql/v1/complete/sql_complete.h
index b8a970efd8f..44bb98c3b21 100644
--- a/yql/essentials/sql/v1/complete/sql_complete.h
+++ b/yql/essentials/sql/v1/complete/sql_complete.h
@@ -20,8 +20,10 @@ namespace NSQLComplete {
 
     enum class ECandidateKind {
         Keyword,
+        PragmaName,
         TypeName,
         FunctionName,
+        HintName,
     };
 
     struct TCandidate {
@@ -50,9 +52,6 @@ namespace NSQLComplete {
 
     using TLexerSupplier = std::function<NSQLTranslation::ILexer::TPtr(bool ansi)>;
 
-    // FIXME(YQL-19747): unwanted dependency on a lexer implementation
-    ISqlCompletionEngine::TPtr MakeSqlCompletionEngine();
-
     ISqlCompletionEngine::TPtr MakeSqlCompletionEngine(
         TLexerSupplier lexer,
         INameService::TPtr names,
diff --git a/yql/essentials/sql/v1/complete/sql_complete_ut.cpp b/yql/essentials/sql/v1/complete/sql_complete_ut.cpp
index e9f5dbdfb73..a0681b1888f 100644
--- a/yql/essentials/sql/v1/complete/sql_complete_ut.cpp
+++ b/yql/essentials/sql/v1/complete/sql_complete_ut.cpp
@@ -38,7 +38,9 @@ public:
 
 Y_UNIT_TEST_SUITE(SqlCompleteTests) {
     using ECandidateKind::FunctionName;
+    using ECandidateKind::HintName;
     using ECandidateKind::Keyword;
+    using ECandidateKind::PragmaName;
     using ECandidateKind::TypeName;
 
     TLexerSupplier MakePureLexerSupplier() {
@@ -55,8 +57,13 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
     ISqlCompletionEngine::TPtr MakeSqlCompletionEngineUT() {
         TLexerSupplier lexer = MakePureLexerSupplier();
         NameSet names = {
+            .Pragmas = {"yson.CastToString"},
             .Types = {"Uint64"},
-            .Functions = {"StartsWith"},
+            .Functions = {"StartsWith", "DateTime::Split"},
+            .Hints = {
+                {EStatementKind::Select, {"XLOCK"}},
+                {EStatementKind::Insert, {"EXPIRATION"}},
+            },
         };
         auto ranking = MakeDefaultRanking({});
         INameService::TPtr service = MakeStaticNameService(std::move(names), std::move(ranking));
@@ -67,6 +74,12 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
         return engine->Complete(input).Candidates;
     }
 
+    TVector<TCandidate> CompleteTop(size_t limit, ISqlCompletionEngine::TPtr& engine, TCompletionInput input) {
+        auto candidates = Complete(engine, input);
+        candidates.crop(limit);
+        return candidates;
+    }
+
     Y_UNIT_TEST(Beginning) {
         TVector<TCandidate> expected = {
             {Keyword, "ALTER"},
@@ -267,12 +280,36 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
     }
 
     Y_UNIT_TEST(Pragma) {
-        TVector<TCandidate> expected = {
-            {Keyword, "ANSI"},
-        };
-
         auto engine = MakeSqlCompletionEngineUT();
-        UNIT_ASSERT_VALUES_EQUAL(Complete(engine, {"PRAGMA "}), expected);
+        {
+            TVector<TCandidate> expected = {
+                {Keyword, "ANSI"},
+                {PragmaName, "yson.CastToString"}};
+            auto completion = engine->Complete({"PRAGMA "});
+            UNIT_ASSERT_VALUES_EQUAL(completion.Candidates, expected);
+            UNIT_ASSERT_VALUES_EQUAL(completion.CompletedToken.Content, "");
+        }
+        {
+            TVector<TCandidate> expected = {
+                {PragmaName, "yson.CastToString"}};
+            auto completion = engine->Complete({"PRAGMA yson"});
+            UNIT_ASSERT_VALUES_EQUAL(completion.Candidates, expected);
+            UNIT_ASSERT_VALUES_EQUAL(completion.CompletedToken.Content, "yson");
+        }
+        {
+            TVector<TCandidate> expected = {
+                {PragmaName, "CastToString"}};
+            auto completion = engine->Complete({"PRAGMA yson."});
+            UNIT_ASSERT_VALUES_EQUAL(completion.Candidates, expected);
+            UNIT_ASSERT_VALUES_EQUAL(completion.CompletedToken.Content, "");
+        }
+        {
+            TVector<TCandidate> expected = {
+                {PragmaName, "CastToString"}};
+            auto completion = engine->Complete({"PRAGMA yson.cast"});
+            UNIT_ASSERT_VALUES_EQUAL(completion.Candidates, expected);
+            UNIT_ASSERT_VALUES_EQUAL(completion.CompletedToken.Content, "cast");
+        }
     }
 
     Y_UNIT_TEST(Select) {
@@ -287,6 +324,7 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
             {Keyword, "CURRENT_TIMESTAMP"},
             {Keyword, "DICT<"},
             {Keyword, "DISTINCT"},
+            {FunctionName, "DateTime::Split("},
             {Keyword, "EMPTY_ACTION"},
             {Keyword, "ENUM"},
             {Keyword, "EXISTS("},
@@ -303,11 +341,11 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
             {Keyword, "SET<"},
             {Keyword, "STREAM"},
             {Keyword, "STRUCT"},
+            {FunctionName, "StartsWith("},
             {Keyword, "TAGGED<"},
             {Keyword, "TRUE"},
             {Keyword, "TUPLE"},
             {Keyword, "VARIANT"},
-            {FunctionName, "StartsWith("},
         };
 
         auto engine = MakeSqlCompletionEngineUT();
@@ -324,6 +362,7 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
             {Keyword, "CURRENT_TIME"},
             {Keyword, "CURRENT_TIMESTAMP"},
             {Keyword, "DICT<"},
+            {FunctionName, "DateTime::Split("},
             {Keyword, "EMPTY_ACTION"},
             {Keyword, "ENUM"},
             {Keyword, "EXISTS("},
@@ -340,11 +379,11 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
             {Keyword, "SET<"},
             {Keyword, "STREAM<"},
             {Keyword, "STRUCT"},
+            {FunctionName, "StartsWith("},
             {Keyword, "TAGGED<"},
             {Keyword, "TRUE"},
             {Keyword, "TUPLE"},
             {Keyword, "VARIANT"},
-            {FunctionName, "StartsWith("},
         };
 
         auto engine = MakeSqlCompletionEngineUT();
@@ -376,8 +415,8 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
             {Keyword, "STRUCT"},
             {Keyword, "TAGGED<"},
             {Keyword, "TUPLE"},
-            {Keyword, "VARIANT<"},
             {TypeName, "Uint64"},
+            {Keyword, "VARIANT<"},
         };
 
         auto engine = MakeSqlCompletionEngineUT();
@@ -402,6 +441,78 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
         }
     }
 
+    Y_UNIT_TEST(FunctionName) {
+        auto engine = MakeSqlCompletionEngineUT();
+        {
+            TVector<TCandidate> expected = {
+                {FunctionName, "DateTime::Split("},
+            };
+            auto completion = engine->Complete({"SELECT Date"});
+            UNIT_ASSERT_VALUES_EQUAL(completion.Candidates, expected);
+            UNIT_ASSERT_VALUES_EQUAL(completion.CompletedToken.Content, "Date");
+        }
+        {
+            TVector<TCandidate> expected = {
+                {FunctionName, "Split("},
+            };
+            auto completion = engine->Complete({"SELECT DateTime:"});
+            UNIT_ASSERT(completion.Candidates.empty());
+        }
+        {
+            TVector<TCandidate> expected = {
+                {FunctionName, "Split("},
+            };
+            auto completion = engine->Complete({"SELECT DateTime::"});
+            UNIT_ASSERT_VALUES_EQUAL(completion.Candidates, expected);
+            UNIT_ASSERT_VALUES_EQUAL(completion.CompletedToken.Content, "");
+        }
+        {
+            TVector<TCandidate> expected = {
+                {FunctionName, "Split("},
+            };
+            auto completion = engine->Complete({"SELECT DateTime::s"});
+            UNIT_ASSERT_VALUES_EQUAL(completion.Candidates, expected);
+            UNIT_ASSERT_VALUES_EQUAL(completion.CompletedToken.Content, "s");
+        }
+    }
+
+    Y_UNIT_TEST(SelectTableHintName) {
+        auto engine = MakeSqlCompletionEngineUT();
+        {
+            TVector<TCandidate> expected = {
+                {HintName, "XLOCK"},
+            };
+            UNIT_ASSERT_VALUES_EQUAL(Complete(engine, {"PROCESS my_table USING $udf(TableRows()) WITH "}), expected);
+        }
+        {
+            TVector<TCandidate> expected = {
+                {Keyword, "COLUMNS"},
+                {Keyword, "SCHEMA"},
+                {HintName, "XLOCK"},
+            };
+            UNIT_ASSERT_VALUES_EQUAL(Complete(engine, {"REDUCE my_table WITH "}), expected);
+        }
+        {
+            TVector<TCandidate> expected = {
+                {Keyword, "COLUMNS"},
+                {Keyword, "SCHEMA"},
+                {HintName, "XLOCK"},
+            };
+            UNIT_ASSERT_VALUES_EQUAL(Complete(engine, {"SELECT key FROM my_table WITH "}), expected);
+        }
+    }
+
+    Y_UNIT_TEST(InsertTableHintName) {
+        TVector<TCandidate> expected = {
+            {Keyword, "COLUMNS"},
+            {HintName, "EXPIRATION"},
+            {Keyword, "SCHEMA"},
+        };
+
+        auto engine = MakeSqlCompletionEngineUT();
+        UNIT_ASSERT_VALUES_EQUAL(Complete(engine, {"INSERT INTO my_table WITH "}), expected);
+    }
+
     Y_UNIT_TEST(UTF8Wide) {
         auto engine = MakeSqlCompletionEngineUT();
         UNIT_ASSERT_VALUES_EQUAL(Complete(engine, {"\xF0\x9F\x98\x8A"}).size(), 0);
@@ -410,9 +521,9 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
 
     Y_UNIT_TEST(WordBreak) {
         auto engine = MakeSqlCompletionEngineUT();
-        UNIT_ASSERT_VALUES_EQUAL(Complete(engine, {"SELECT ("}).size(), 29);
-        UNIT_ASSERT_VALUES_EQUAL(Complete(engine, {"SELECT (1)"}).size(), 30);
-        UNIT_ASSERT_VALUES_EQUAL(Complete(engine, {"SELECT 1;"}).size(), 35);
+        UNIT_ASSERT_GE(Complete(engine, {"SELECT ("}).size(), 29);
+        UNIT_ASSERT_GE(Complete(engine, {"SELECT (1)"}).size(), 30);
+        UNIT_ASSERT_GE(Complete(engine, {"SELECT 1;"}).size(), 35);
     }
 
     Y_UNIT_TEST(Typing) {
@@ -481,12 +592,29 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
             };
             UNIT_ASSERT_VALUES_EQUAL(Complete(engine, {"SELECT OPTIONAL<U"}), expected);
         }
+        {
+            TVector<TCandidate> expected = {
+                {PragmaName, "yson.DisableStrict"},
+                {PragmaName, "yson.AutoConvert"},
+                {PragmaName, "yson.Strict"},
+                {PragmaName, "yson.CastToString"},
+                {PragmaName, "yson.DisableCastToString"},
+            };
+            UNIT_ASSERT_VALUES_EQUAL(Complete(engine, {"PRAGMA yson"}), expected);
+        }
+        {
+            TVector<TCandidate> expected = {
+                {HintName, "IGNORE_TYPE_V3"},
+                {HintName, "IGNORETYPEV3"},
+            };
+            UNIT_ASSERT_VALUES_EQUAL(Complete(engine, {"REDUCE a WITH ig"}), expected);
+        }
     }
 
     Y_UNIT_TEST(OnFailingNameService) {
         auto service = MakeHolder<TFailingNameService>();
         auto engine = MakeSqlCompletionEngine(MakePureLexerSupplier(), std::move(service));
-        UNIT_ASSERT_NO_EXCEPTION(Complete(engine, {""}));
+        UNIT_ASSERT_EXCEPTION(Complete(engine, {""}), TDummyException);
         UNIT_ASSERT_EXCEPTION(Complete(engine, {"SELECT OPTIONAL<U"}), TDummyException);
         UNIT_ASSERT_EXCEPTION(Complete(engine, {"SELECT CAST (1 AS "}).size(), TDummyException);
     }
@@ -516,6 +644,14 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
 
     Y_UNIT_TEST(Ranking) {
         TFrequencyData frequency = {
+            .Keywords = {
+                {"select", 2},
+                {"insert", 4},
+            },
+            .Pragmas = {
+                {"yt.defaultmemorylimit", 16},
+                {"yt.annotations", 8},
+            },
             .Types = {
                 {"int32", 128},
                 {"int64", 64},
@@ -529,11 +665,29 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
                 {"minby", 32},
                 {"maxby", 32},
             },
+            .Hints = {
+                {"xlock", 4},
+                {"unordered", 2},
+            },
         };
         auto service = MakeStaticNameService(MakeDefaultNameSet(), MakeDefaultRanking(frequency));
         auto engine = MakeSqlCompletionEngine(MakePureLexerSupplier(), std::move(service));
         {
             TVector<TCandidate> expected = {
+                {Keyword, "INSERT"},
+                {Keyword, "SELECT"},
+            };
+            UNIT_ASSERT_VALUES_EQUAL(CompleteTop(expected.size(), engine, {""}), expected);
+        }
+        {
+            TVector<TCandidate> expected = {
+                {PragmaName, "DefaultMemoryLimit"},
+                {PragmaName, "Annotations"},
+            };
+            UNIT_ASSERT_VALUES_EQUAL(CompleteTop(expected.size(), engine, {"PRAGMA yt."}), expected);
+        }
+        {
+            TVector<TCandidate> expected = {
                 {TypeName, "Int32"},
                 {TypeName, "Int64"},
                 {TypeName, "Interval"},
@@ -544,7 +698,7 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
             UNIT_ASSERT_VALUES_EQUAL(Complete(engine, {"SELECT OPTIONAL<I"}), expected);
         }
         {
-            TVector<TCandidate> expectedPrefix = {
+            TVector<TCandidate> expected = {
                 {FunctionName, "Min("},
                 {FunctionName, "Max("},
                 {FunctionName, "MaxOf("},
@@ -554,11 +708,16 @@ Y_UNIT_TEST_SUITE(SqlCompleteTests) {
                 {FunctionName, "Math::Acos("},
                 {FunctionName, "Math::Asin("},
             };
-
-            auto actualPrefix = Complete(engine, {"SELECT m"});
-            actualPrefix.crop(expectedPrefix.size());
-
-            UNIT_ASSERT_VALUES_EQUAL(actualPrefix, expectedPrefix);
+            UNIT_ASSERT_VALUES_EQUAL(CompleteTop(expected.size(), engine, {"SELECT m"}), expected);
+        }
+        {
+            TVector<TCandidate> expected = {
+                {HintName, "XLOCK"},
+                {HintName, "UNORDERED"},
+                {Keyword, "COLUMNS"},
+                {HintName, "FORCEINFERSCHEMA"},
+            };
+            UNIT_ASSERT_VALUES_EQUAL(CompleteTop(expected.size(), engine, {"SELECT * FROM a WITH "}), expected);
         }
     }
 
diff --git a/yql/essentials/sql/v1/complete/syntax/format.cpp b/yql/essentials/sql/v1/complete/syntax/format.cpp
new file mode 100644
index 00000000000..1c9f146c923
--- /dev/null
+++ b/yql/essentials/sql/v1/complete/syntax/format.cpp
@@ -0,0 +1,38 @@
+#include "format.h"
+
+#include "grammar.h"
+
+#include <yql/essentials/sql/v1/complete/antlr4/vocabulary.h>
+
+#include <util/generic/hash_set.h>
+
+namespace NSQLComplete {
+
+    TString FormatKeywords(const TVector<TString>& seq) {
+        static const THashSet<std::string> Keywords = [] {
+            const auto& grammar = GetSqlGrammar();
+            const auto& vocabulary = grammar.GetVocabulary();
+
+            THashSet<std::string> keywords;
+            for (auto& token : grammar.GetKeywordTokens()) {
+                keywords.emplace(Display(vocabulary, token));
+            }
+            return keywords;
+        }();
+
+        if (seq.empty()) {
+            return "";
+        }
+
+        TString text = seq[0];
+        for (size_t i = 1; i < seq.size(); ++i) {
+            const auto& token = seq[i];
+            if (Keywords.contains(token)) {
+                text += " ";
+            }
+            text += token;
+        }
+        return text;
+    }
+
+} // namespace NSQLComplete
diff --git a/yql/essentials/sql/v1/complete/syntax/format.h b/yql/essentials/sql/v1/complete/syntax/format.h
new file mode 100644
index 00000000000..6c2f1b72ac2
--- /dev/null
+++ b/yql/essentials/sql/v1/complete/syntax/format.h
@@ -0,0 +1,10 @@
+#pragma once
+
+#include <util/generic/string.h>
+#include <util/generic/vector.h>
+
+namespace NSQLComplete {
+
+    TString FormatKeywords(const TVector<TString>& seq);
+
+} // namespace NSQLComplete
diff --git a/yql/essentials/sql/v1/complete/syntax/local.cpp b/yql/essentials/sql/v1/complete/syntax/local.cpp
index cac43e5a320..4b6fac094d5 100644
--- a/yql/essentials/sql/v1/complete/syntax/local.cpp
+++ b/yql/essentials/sql/v1/complete/syntax/local.cpp
@@ -6,6 +6,7 @@
 
 #include <yql/essentials/sql/v1/complete/antlr4/c3i.h>
 #include <yql/essentials/sql/v1/complete/antlr4/c3t.h>
+#include <yql/essentials/sql/v1/complete/antlr4/vocabulary.h>
 
 #include <yql/essentials/core/issue/yql_issue.h>
 
@@ -22,6 +23,13 @@
 
 namespace NSQLComplete {
 
+    template <std::regular_invocable<TParserCallStack> StackPredicate>
+    std::regular_invocable<TMatchedRule> auto RuleAdapted(StackPredicate predicate) {
+        return [=](const TMatchedRule& rule) {
+            return predicate(rule.ParserCallStack);
+        };
+    }
+
     template <bool IsAnsiLexer>
     class TSpecializedLocalSyntaxAnalysis: public ILocalSyntaxAnalysis {
     private:
@@ -53,10 +61,15 @@ namespace NSQLComplete {
             }
 
             auto candidates = C3.Complete(prefix);
+
+            NSQLTranslation::TParsedTokenList tokens = Tokenized(prefix);
+
             return {
                 .Keywords = SiftedKeywords(candidates),
+                .Pragma = PragmaMatch(tokens, candidates),
                 .IsTypeName = IsTypeNameMatched(candidates),
-                .IsFunctionName = IsFunctionNameMatched(candidates),
+                .Function = FunctionMatch(tokens, candidates),
+                .Hint = HintMatch(candidates),
             };
         }
 
@@ -103,44 +116,98 @@ namespace NSQLComplete {
             return true;
         }
 
-        TVector<TString> SiftedKeywords(const TC3Candidates& candidates) {
+        TLocalSyntaxContext::TKeywords SiftedKeywords(const TC3Candidates& candidates) {
             const auto& vocabulary = Grammar->GetVocabulary();
             const auto& keywordTokens = Grammar->GetKeywordTokens();
 
-            TVector<TString> keywords;
+            TLocalSyntaxContext::TKeywords keywords;
             for (const auto& token : candidates.Tokens) {
                 if (keywordTokens.contains(token.Number)) {
-                    keywords.emplace_back(Display(vocabulary, token.Number));
-                    for (auto following : token.Following) {
-                        if (keywordTokens.contains(following)) {
-                            keywords.back() += " ";
-                        }
-                        keywords.back() += Display(vocabulary, following);
+                    auto& following = keywords[Display(vocabulary, token.Number)];
+                    for (auto next : token.Following) {
+                        following.emplace_back(Display(vocabulary, next));
                     }
                 }
             }
             return keywords;
         }
 
-        std::string Display(const antlr4::dfa::Vocabulary& vocabulary, TTokenId tokenType) {
-            auto name = vocabulary.getDisplayName(tokenType);
-            if (2 <= name.length() && name.starts_with('\'') && name.ends_with('\'')) {
-                name.erase(static_cast<std::string::size_type>(0), 1);
-                name.pop_back();
+        std::optional<TLocalSyntaxContext::TPragma> PragmaMatch(
+            const NSQLTranslation::TParsedTokenList& tokens, const TC3Candidates& candidates) {
+            if (!AnyOf(candidates.Rules, RuleAdapted(IsLikelyPragmaStack))) {
+                return std::nullopt;
             }
-            return name;
+
+            TLocalSyntaxContext::TPragma pragma;
+            if (EndsWith(tokens, {"ID_PLAIN", "DOT"})) {
+                pragma.Namespace = tokens[tokens.size() - 2].Content;
+            } else if (EndsWith(tokens, {"ID_PLAIN", "DOT", ""})) {
+                pragma.Namespace = tokens[tokens.size() - 3].Content;
+            }
+            return pragma;
         }
 
         bool IsTypeNameMatched(const TC3Candidates& candidates) {
-            return AnyOf(candidates.Rules, [&](const TMatchedRule& rule) {
-                return IsLikelyTypeStack(rule.ParserCallStack);
-            });
+            return AnyOf(candidates.Rules, RuleAdapted(IsLikelyTypeStack));
+        }
+
+        std::optional<TLocalSyntaxContext::TFunction> FunctionMatch(
+            const NSQLTranslation::TParsedTokenList& tokens, const TC3Candidates& candidates) {
+            if (!AnyOf(candidates.Rules, RuleAdapted(IsLikelyFunctionStack))) {
+                return std::nullopt;
+            }
+
+            TLocalSyntaxContext::TFunction function;
+            if (EndsWith(tokens, {"ID_PLAIN", "NAMESPACE"})) {
+                function.Namespace = tokens[tokens.size() - 2].Content;
+            } else if (EndsWith(tokens, {"ID_PLAIN", "NAMESPACE", ""})) {
+                function.Namespace = tokens[tokens.size() - 3].Content;
+            }
+            return function;
+        }
+
+        std::optional<TLocalSyntaxContext::THint> HintMatch(const TC3Candidates& candidates) {
+            // TODO(YQL-19747): detect local contexts with a single iteration through the candidates.Rules
+            auto rule = FindIf(candidates.Rules, RuleAdapted(IsLikelyHintStack));
+            if (rule == std::end(candidates.Rules)) {
+                return std::nullopt;
+            }
+
+            auto stmt = StatementKindOf(rule->ParserCallStack);
+            if (stmt == std::nullopt) {
+                return std::nullopt;
+            }
+
+            return TLocalSyntaxContext::THint{
+                .StatementKind = *stmt,
+            };
+        }
+
+        NSQLTranslation::TParsedTokenList Tokenized(const TStringBuf text) {
+            NSQLTranslation::TParsedTokenList tokens;
+            NYql::TIssues issues;
+            if (!NSQLTranslation::Tokenize(
+                    *Lexer_, TString(text), /* queryName = */ "",
+                    tokens, issues, /* maxErrors = */ 0)) {
+                return {};
+            }
+            Y_ENSURE(!tokens.empty() && tokens.back().Name == "EOF");
+            tokens.pop_back();
+            return tokens;
         }
 
-        bool IsFunctionNameMatched(const TC3Candidates& candidates) {
-            return AnyOf(candidates.Rules, [&](const TMatchedRule& rule) {
-                return IsLikelyFunctionStack(rule.ParserCallStack);
-            });
+        bool EndsWith(
+            const NSQLTranslation::TParsedTokenList& tokens,
+            const TVector<TStringBuf>& pattern) {
+            if (tokens.size() < pattern.size()) {
+                return false;
+            }
+            for (yssize_t i = tokens.ysize() - 1, j = pattern.ysize() - 1; 0 <= j; --i, --j) {
+                if (!pattern[j].empty() && tokens[i].Name != pattern[j]) {
+                    return false;
+                }
+            }
+            return true;
         }
 
         const ISqlGrammar* Grammar;
diff --git a/yql/essentials/sql/v1/complete/syntax/local.h b/yql/essentials/sql/v1/complete/syntax/local.h
index 79984d00e2b..2b926e1296e 100644
--- a/yql/essentials/sql/v1/complete/syntax/local.h
+++ b/yql/essentials/sql/v1/complete/syntax/local.h
@@ -5,14 +5,30 @@
 #include <yql/essentials/sql/v1/lexer/lexer.h>
 
 #include <util/generic/string.h>
-#include <util/generic/vector.h>
+#include <util/generic/hash.h>
 
 namespace NSQLComplete {
 
     struct TLocalSyntaxContext {
-        TVector<TString> Keywords;
+        using TKeywords = THashMap<TString, TVector<TString>>;
+
+        struct TPragma {
+            TString Namespace;
+        };
+
+        struct TFunction {
+            TString Namespace;
+        };
+
+        struct THint {
+            EStatementKind StatementKind;
+        };
+
+        TKeywords Keywords;
+        std::optional<TPragma> Pragma;
         bool IsTypeName;
-        bool IsFunctionName;
+        std::optional<TFunction> Function;
+        std::optional<THint> Hint;
     };
 
     class ILocalSyntaxAnalysis {
diff --git a/yql/essentials/sql/v1/complete/syntax/parser_call_stack.cpp b/yql/essentials/sql/v1/complete/syntax/parser_call_stack.cpp
index 57e058fa900..cdd284b0ad4 100644
--- a/yql/essentials/sql/v1/complete/syntax/parser_call_stack.cpp
+++ b/yql/essentials/sql/v1/complete/syntax/parser_call_stack.cpp
@@ -6,6 +6,8 @@
 #include <util/generic/algorithm.h>
 #include <util/generic/yexception.h>
 
+#include <ranges>
+
 #define DEBUG_SYMBOLIZE_STACK(stack) \
     auto debug_symbolized_##stack = Symbolized(stack)
 
@@ -24,6 +26,11 @@ namespace NSQLComplete {
         RULE(Keyword_compat),
     };
 
+    const TVector<TRuleId> PragmaNameRules = {
+        RULE(Opt_id_prefix_or_type),
+        RULE(An_id),
+    };
+
     const TVector<TRuleId> TypeNameRules = {
         RULE(Type_name_simple),
         RULE(An_id_or_type),
@@ -35,6 +42,11 @@ namespace NSQLComplete {
         RULE(Id_or_type),
     };
 
+    const TVector<TRuleId> HintNameRules = {
+        RULE(Id_hint),
+        RULE(An_id),
+    };
+
     TVector<std::string> Symbolized(const TParserCallStack& stack) {
         const ISqlGrammar& grammar = GetSqlGrammar();
 
@@ -62,6 +74,11 @@ namespace NSQLComplete {
         return Find(stack, rule) != std::end(stack);
     }
 
+    bool IsLikelyPragmaStack(const TParserCallStack& stack) {
+        return EndsWith({RULE(Pragma_stmt), RULE(Opt_id_prefix_or_type)}, stack) ||
+               EndsWith({RULE(Pragma_stmt), RULE(An_id)}, stack);
+    }
+
     bool IsLikelyTypeStack(const TParserCallStack& stack) {
         return EndsWith({RULE(Type_name_simple)}, stack) ||
                (Contains({RULE(Invoke_expr),
@@ -75,12 +92,31 @@ namespace NSQLComplete {
         return EndsWith({RULE(Unary_casual_subexpr), RULE(Id_expr)}, stack) ||
                EndsWith({RULE(Unary_casual_subexpr),
                          RULE(Atom_expr),
-                         RULE(An_id_or_type)}, stack);
+                         RULE(An_id_or_type)}, stack) ||
+               EndsWith({RULE(Atom_expr), RULE(Id_or_type)}, stack);
+    }
+
+    bool IsLikelyHintStack(const TParserCallStack& stack) {
+        return ContainsRule(RULE(Id_hint), stack) ||
+               Contains({RULE(External_call_param), RULE(An_id)}, stack);
+    }
+
+    std::optional<EStatementKind> StatementKindOf(const TParserCallStack& stack) {
+        for (TRuleId rule : std::ranges::views::reverse(stack)) {
+            if (rule == RULE(Process_core) || rule == RULE(Reduce_core) || rule == RULE(Select_core)) {
+                return EStatementKind::Select;
+            }
+            if (rule == RULE(Into_table_stmt)) {
+                return EStatementKind::Insert;
+            }
+        }
+        return std::nullopt;
     }
 
     std::unordered_set<TRuleId> GetC3PreferredRules() {
         std::unordered_set<TRuleId> preferredRules;
         preferredRules.insert(std::begin(KeywordRules), std::end(KeywordRules));
+        preferredRules.insert(std::begin(PragmaNameRules), std::end(PragmaNameRules));
         preferredRules.insert(std::begin(TypeNameRules), std::end(TypeNameRules));
         preferredRules.insert(std::begin(FunctionNameRules), std::end(FunctionNameRules));
         return preferredRules;
diff --git a/yql/essentials/sql/v1/complete/syntax/parser_call_stack.h b/yql/essentials/sql/v1/complete/syntax/parser_call_stack.h
index 756586988db..98738728231 100644
--- a/yql/essentials/sql/v1/complete/syntax/parser_call_stack.h
+++ b/yql/essentials/sql/v1/complete/syntax/parser_call_stack.h
@@ -1,13 +1,20 @@
 #pragma once
 
 #include <yql/essentials/sql/v1/complete/antlr4/defs.h>
+#include <yql/essentials/sql/v1/complete/core/statement.h>
 
 namespace NSQLComplete {
 
+    bool IsLikelyPragmaStack(const TParserCallStack& stack);
+
     bool IsLikelyTypeStack(const TParserCallStack& stack);
 
     bool IsLikelyFunctionStack(const TParserCallStack& stack);
 
+    bool IsLikelyHintStack(const TParserCallStack& stack);
+
+    std::optional<EStatementKind> StatementKindOf(const TParserCallStack& stack);
+
     std::unordered_set<TRuleId> GetC3PreferredRules();
 
 } // namespace NSQLComplete
diff --git a/yql/essentials/sql/v1/complete/syntax/ya.make b/yql/essentials/sql/v1/complete/syntax/ya.make
index 24fd94a952a..6631a0d9c1d 100644
--- a/yql/essentials/sql/v1/complete/syntax/ya.make
+++ b/yql/essentials/sql/v1/complete/syntax/ya.make
@@ -2,6 +2,7 @@ LIBRARY()
 
 SRCS(
     ansi.cpp
+    format.cpp
     grammar.cpp
     local.cpp
     parser_call_stack.cpp
@@ -13,11 +14,9 @@ ADDINCL(
 
 PEERDIR(
     yql/essentials/core/issue
-
     yql/essentials/parser/antlr_ast/gen/v1_ansi_antlr4
     yql/essentials/parser/antlr_ast/gen/v1_antlr4
     yql/essentials/parser/lexer_common
-
     yql/essentials/sql/settings
     yql/essentials/sql/v1/lexer
     yql/essentials/sql/v1/reflect
diff --git a/yql/essentials/sql/v1/complete/text/case.cpp b/yql/essentials/sql/v1/complete/text/case.cpp
new file mode 100644
index 00000000000..ea1b39e1613
--- /dev/null
+++ b/yql/essentials/sql/v1/complete/text/case.cpp
@@ -0,0 +1,11 @@
+#include "case.h"
+
+#include <util/string/ascii.h>
+
+namespace NSQLComplete {
+
+    bool NoCaseCompare(const TString& lhs, const TString& rhs) {
+        return AsciiCompareIgnoreCase(lhs, rhs) < 0;
+    }
+
+} // namespace NSQLComplete
diff --git a/yql/essentials/sql/v1/complete/text/case.h b/yql/essentials/sql/v1/complete/text/case.h
new file mode 100644
index 00000000000..883cb7f5048
--- /dev/null
+++ b/yql/essentials/sql/v1/complete/text/case.h
@@ -0,0 +1,15 @@
+#pragma once
+
+#include <util/generic/string.h>
+
+namespace NSQLComplete {
+
+    bool NoCaseCompare(const TString& lhs, const TString& rhs);
+
+    inline auto NoCaseCompareLimit(size_t size) {
+        return [size](const TString& lhs, const TString& rhs) -> bool {
+            return strncasecmp(lhs.data(), rhs.data(), size) < 0;
+        };
+    }
+
+} // namespace NSQLComplete
diff --git a/yql/essentials/sql/v1/complete/text/ya.make b/yql/essentials/sql/v1/complete/text/ya.make
index 030e69172ab..3d26b895e52 100644
--- a/yql/essentials/sql/v1/complete/text/ya.make
+++ b/yql/essentials/sql/v1/complete/text/ya.make
@@ -1,6 +1,7 @@
 LIBRARY()
 
 SRCS(
+    case.cpp
     word.cpp
 )
 
diff --git a/yql/essentials/sql/v1/complete/ya.make b/yql/essentials/sql/v1/complete/ya.make
index 4db8f92d5aa..59c15502af5 100644
--- a/yql/essentials/sql/v1/complete/ya.make
+++ b/yql/essentials/sql/v1/complete/ya.make
@@ -6,11 +6,6 @@ SRCS(
 
 PEERDIR(
     yql/essentials/sql/v1/lexer
-
-    # FIXME(YQL-19747): unwanted dependency on a lexer implementation
-    yql/essentials/sql/v1/lexer/antlr4_pure
-    yql/essentials/sql/v1/lexer/antlr4_pure_ansi
-
     yql/essentials/sql/v1/complete/antlr4
     yql/essentials/sql/v1/complete/name
     yql/essentials/sql/v1/complete/name/static
@@ -22,6 +17,7 @@ END()
 
 RECURSE(
     antlr4
+    core
     name
     syntax
     text
diff --git a/yql/essentials/sql/v1/context.cpp b/yql/essentials/sql/v1/context.cpp
index de2668608ea..1a0a1f4b18d 100644
--- a/yql/essentials/sql/v1/context.cpp
+++ b/yql/essentials/sql/v1/context.cpp
@@ -68,6 +68,7 @@ THashMap<TStringBuf, TPragmaField> CTX_PRAGMA_FIELDS = {
     {"DistinctOverWindow", &TContext::DistinctOverWindow},
     {"EmitUnionMerge", &TContext::EmitUnionMerge},
     {"SeqMode", &TContext::SeqMode},
+    {"DistinctOverKeys", &TContext::DistinctOverKeys},
 };
 
 typedef TMaybe<bool> TContext::*TPragmaMaybeField;
diff --git a/yql/essentials/sql/v1/context.h b/yql/essentials/sql/v1/context.h
index 17e86c77c3d..3bdfa1ceab4 100644
--- a/yql/essentials/sql/v1/context.h
+++ b/yql/essentials/sql/v1/context.h
@@ -372,6 +372,7 @@ namespace NSQLTranslationV1 {
         bool AnsiImplicitCrossJoin = false; // select * from A,B
         bool DistinctOverWindow = false;
         bool SeqMode = false;
+        bool DistinctOverKeys = false;
         bool EmitUnionMerge = false;
         TVector<size_t> ForAllStatementsParts;
 
diff --git a/yql/essentials/sql/v1/lexer/check/check_lexers.cpp b/yql/essentials/sql/v1/lexer/check/check_lexers.cpp
new file mode 100644
index 00000000000..d0cccefdc79
--- /dev/null
+++ b/yql/essentials/sql/v1/lexer/check/check_lexers.cpp
@@ -0,0 +1,82 @@
+#include "check_lexers.h"
+
+
+#include <yql/essentials/sql/settings/translation_settings.h>
+#include <yql/essentials/sql/v1/lexer/lexer.h>
+#include <yql/essentials/sql/v1/lexer/antlr4/lexer.h>
+#include <yql/essentials/sql/v1/lexer/antlr4_ansi/lexer.h>
+#include <yql/essentials/sql/v1/lexer/antlr4_pure/lexer.h>
+#include <yql/essentials/sql/v1/lexer/antlr4_pure_ansi/lexer.h>
+#include <yql/essentials/sql/v1/lexer/regex/lexer.h>
+#include <yql/essentials/sql/v1/proto_parser/antlr4/proto_parser.h>
+#include <yql/essentials/sql/v1/proto_parser/antlr4_ansi/proto_parser.h>
+#include <yql/essentials/core/issue/yql_issue.h>
+
+#include <util/string/builder.h>
+
+namespace NSQLTranslationV1 {
+
+bool CheckLexers(NYql::TPosition pos, const TString& query, NYql::TIssues& issues) {
+    NSQLTranslationV1::TLexers lexers;
+    NSQLTranslation::TTranslationSettings settings;
+    if (!NSQLTranslation::ParseTranslationSettings(query, settings, issues)) {
+        return false;
+    }
+
+    lexers.Antlr4 = NSQLTranslationV1::MakeAntlr4LexerFactory();
+    lexers.Antlr4Ansi = NSQLTranslationV1::MakeAntlr4AnsiLexerFactory();
+    lexers.Antlr4Pure = NSQLTranslationV1::MakeAntlr4PureLexerFactory();
+    lexers.Antlr4PureAnsi = NSQLTranslationV1::MakeAntlr4PureAnsiLexerFactory();
+    auto lexerMain = NSQLTranslationV1::MakeLexer(lexers, settings.AnsiLexer, true, NSQLTranslationV1::ELexerFlavor::Default);
+    auto lexerPure = NSQLTranslationV1::MakeLexer(lexers, settings.AnsiLexer, true, NSQLTranslationV1::ELexerFlavor::Pure);
+    auto lexerRegex = NSQLTranslationV1::MakeRegexLexerFactory(settings.AnsiLexer)->MakeLexer();
+    TVector<NSQLTranslation::TParsedToken> mainTokens;
+    if (!lexerMain->Tokenize(query, "", [&](auto token) { mainTokens.push_back(token);}, issues, NSQLTranslation::SQL_MAX_PARSER_ERRORS)) {
+        return false;
+    }
+
+    TVector<NSQLTranslation::TParsedToken> pureTokens;
+    if (!lexerPure->Tokenize(query, "", [&](auto token) { pureTokens.push_back(token);}, issues, NSQLTranslation::SQL_MAX_PARSER_ERRORS)) {
+        return false;
+    }
+
+    TVector<NSQLTranslation::TParsedToken> regexTokens;
+    if (!lexerRegex->Tokenize(query, "", [&](auto token) { regexTokens.push_back(token);}, issues, NSQLTranslation::SQL_MAX_PARSER_ERRORS)) {
+        return false;
+    }
+
+    bool hasErrors = false;
+    auto check = [&](const char* name, const TVector<NSQLTranslation::TParsedToken>& otherTokens) {
+        if (mainTokens.size() != otherTokens.size()) {
+            hasErrors = true;
+            issues.AddIssue(NYql::TIssue(pos, TStringBuilder () << "Mismatch token count, main: " <<
+                mainTokens.size() << ", " << name << ": " << otherTokens.size() << "\n"));
+        }
+
+        TStringBuilder textBuilder;
+
+        for (size_t i = 0; i < Min(mainTokens.size(), otherTokens.size()); ++i) {
+            if (mainTokens[i].Name != otherTokens[i].Name || mainTokens[i].Content != otherTokens[i].Content) {
+                hasErrors = true;
+                TStringBuilder err;
+                err << "Mismatch token #" << i << ", main: " << mainTokens[i].Name << ":" << mainTokens[i].Content
+                    << ", " << name << ": " << otherTokens[i].Name << ":" << otherTokens[i].Content << "\n";
+                err << "Text sample: [";
+                TString text = textBuilder;
+                constexpr size_t LexerContextSample = 50;
+                err << text.substr(text.size() >= LexerContextSample ? text.size() - LexerContextSample : 0u, LexerContextSample);
+                err << "]\n";
+                issues.AddIssue(NYql::TIssue(pos, err));
+                break;
+            }
+
+            textBuilder << mainTokens[i].Content;
+        }
+    };
+
+    check("pure", pureTokens);
+    check("regex", regexTokens);
+    return !hasErrors;
+}
+
+}
diff --git a/yql/essentials/sql/v1/lexer/check/check_lexers.h b/yql/essentials/sql/v1/lexer/check/check_lexers.h
new file mode 100644
index 00000000000..0fceaa2e0bd
--- /dev/null
+++ b/yql/essentials/sql/v1/lexer/check/check_lexers.h
@@ -0,0 +1,9 @@
+#pragma once
+#include <yql/essentials/core/issue/yql_issue.h>
+#include <util/generic/string.h>
+
+namespace NSQLTranslationV1 {
+
+bool CheckLexers(NYql::TPosition pos, const TString& query, NYql::TIssues& issues);
+
+}
diff --git a/yql/essentials/sql/v1/lexer/check/ya.make b/yql/essentials/sql/v1/lexer/check/ya.make
new file mode 100644
index 00000000000..dc4ac21836d
--- /dev/null
+++ b/yql/essentials/sql/v1/lexer/check/ya.make
@@ -0,0 +1,21 @@
+LIBRARY()
+
+SRCS(
+    check_lexers.h
+    check_lexers.cpp
+)
+
+PEERDIR(
+    yql/essentials/core/issue
+    yql/essentials/sql/settings
+    yql/essentials/sql/v1/lexer
+    yql/essentials/sql/v1/lexer/antlr4
+    yql/essentials/sql/v1/lexer/antlr4_ansi
+    yql/essentials/sql/v1/lexer/antlr4_pure
+    yql/essentials/sql/v1/lexer/antlr4_pure_ansi
+    yql/essentials/sql/v1/lexer/regex
+    yql/essentials/sql/v1/proto_parser/antlr4
+    yql/essentials/sql/v1/proto_parser/antlr4_ansi
+)
+
+END()
diff --git a/yql/essentials/sql/v1/lexer/lexer_ut.cpp b/yql/essentials/sql/v1/lexer/lexer_ut.cpp
index 549dc9d8fa9..c59089efd63 100644
--- a/yql/essentials/sql/v1/lexer/lexer_ut.cpp
+++ b/yql/essentials/sql/v1/lexer/lexer_ut.cpp
@@ -28,7 +28,7 @@ using namespace NSQLTranslationV1;
 
 TLexers Lexers = {
     .Antlr3 = MakeAntlr3LexerFactory(),
-    .Antlr3Ansi = MakeAntlr4AnsiLexerFactory(),
+    .Antlr3Ansi = MakeAntlr3AnsiLexerFactory(),
     .Antlr4 = MakeAntlr4LexerFactory(),
     .Antlr4Ansi = MakeAntlr4AnsiLexerFactory(),
     .Antlr4Pure = MakeAntlr4PureLexerFactory(),
@@ -307,6 +307,20 @@ Y_UNIT_TEST_SUITE(SQLv1Lexer) {
         UNIT_ASSERT_TOKENIZED(lexer, "INSERT", "INSERT EOF");
         UNIT_ASSERT_TOKENIZED(lexer, "FROM", "FROM EOF");
         UNIT_ASSERT_TOKENIZED(lexer, "from", "FROM(from) EOF");
+        UNIT_ASSERT_TOKENIZED(lexer, " UPSERT ", "WS( ) UPSERT WS( ) EOF");
+    }
+
+    Y_UNIT_TEST_ON_EACH_LEXER(KeywordSkip) {
+        auto lexer = MakeLexer(Lexers, ANSI, ANTLR4, FLAVOR);
+        if (ANTLR4 || FLAVOR == ELexerFlavor::Regex) {
+            UNIT_ASSERT_TOKENIZED(lexer, "sKip", "TSKIP(sKip) EOF");
+            UNIT_ASSERT_TOKENIZED(lexer, "SKIP", "TSKIP(SKIP) EOF");
+            UNIT_ASSERT_TOKENIZED(lexer, " SKIP ", "WS( ) TSKIP(SKIP) WS( ) EOF");
+        } else {
+            UNIT_ASSERT_TOKENIZED(lexer, "sKip", "SKIP(sKip) EOF");
+            UNIT_ASSERT_TOKENIZED(lexer, "SKIP", "SKIP EOF");
+            UNIT_ASSERT_TOKENIZED(lexer, " SKIP ", "WS( ) SKIP WS( ) EOF");
+        }
     }
 
     Y_UNIT_TEST_ON_EACH_LEXER(Punctuation) {
@@ -337,6 +351,7 @@ Y_UNIT_TEST_SUITE(SQLv1Lexer) {
         UNIT_ASSERT_TOKENIZED(lexer, "123", "DIGITS(123) EOF");
         UNIT_ASSERT_TOKENIZED(lexer, "123u", "INTEGER_VALUE(123u) EOF");
         UNIT_ASSERT_TOKENIZED(lexer, "123ui", "INTEGER_VALUE(123ui) EOF");
+        UNIT_ASSERT_TOKENIZED(lexer, "0xDEADbeef", "DIGITS(0xDEADbeef) EOF");
         UNIT_ASSERT_TOKENIZED(lexer, "123.45", "REAL(123.45) EOF");
         UNIT_ASSERT_TOKENIZED(lexer, "123.45E10", "REAL(123.45E10) EOF");
         UNIT_ASSERT_TOKENIZED(lexer, "123.45E+10", "REAL(123.45E+10) EOF");
@@ -353,7 +368,7 @@ Y_UNIT_TEST_SUITE(SQLv1Lexer) {
         if (!ANSI) {
             UNIT_ASSERT_TOKENIZED(lexer, "\"\\\"\"", "STRING_VALUE(\"\\\"\") EOF");
             UNIT_ASSERT_TOKENIZED(lexer, "\"\"\"\"", "STRING_VALUE(\"\") STRING_VALUE(\"\") EOF");
-        } else {
+        } else if (ANTLR4 || FLAVOR == ELexerFlavor::Regex) {
             UNIT_ASSERT_TOKENIZED(lexer, "\"\\\"\"", "[INVALID] STRING_VALUE(\"\\\") EOF");
             UNIT_ASSERT_TOKENIZED(lexer, "\"\"\"\"", "STRING_VALUE(\"\"\"\") EOF");
         }
@@ -365,6 +380,7 @@ Y_UNIT_TEST_SUITE(SQLv1Lexer) {
         UNIT_ASSERT_TOKENIZED(lexer, "@@ @@@", "STRING_VALUE(@@ @@@) EOF");
         UNIT_ASSERT_TOKENIZED(lexer, "@@test@@", "STRING_VALUE(@@test@@) EOF");
         UNIT_ASSERT_TOKENIZED(lexer, "@@line1\nline2@@", "STRING_VALUE(@@line1\nline2@@) EOF");
+        UNIT_ASSERT_TOKENIZED(lexer, "@@@@ @@A@@ @@@A@@", "STRING_VALUE(@@@@) WS( ) STRING_VALUE(@@A@@) WS( ) STRING_VALUE(@@@A@@) EOF");
     }
 
     Y_UNIT_TEST_ON_EACH_LEXER(SingleLineComment) {
@@ -387,7 +403,7 @@ Y_UNIT_TEST_SUITE(SQLv1Lexer) {
         if (!ANSI) {
             UNIT_ASSERT_TOKENIZED(lexer, "/* /* yql */", "COMMENT(/* /* yql */) EOF");
             UNIT_ASSERT_TOKENIZED(lexer, "/* /* yql */ */", "COMMENT(/* /* yql */) WS( ) ASTERISK(*) SLASH(/) EOF");
-        } else {
+        } else if (ANTLR4 || FLAVOR == ELexerFlavor::Regex) {
             UNIT_ASSERT_TOKENIZED(lexer, "/* /* yql */", "COMMENT(/* /* yql */) EOF");
             UNIT_ASSERT_TOKENIZED(lexer, "/* yql */ */", "COMMENT(/* yql */) WS( ) ASTERISK(*) SLASH(/) EOF");
             UNIT_ASSERT_TOKENIZED(lexer, "/* /* /* yql */ */", "COMMENT(/* /* /* yql */ */) EOF");
@@ -408,8 +424,8 @@ Y_UNIT_TEST_SUITE(SQLv1Lexer) {
         auto reference = MakeLexer(Lexers, ANSI, /* antlr4 = */ true, ELexerFlavor::Pure);
 
         SetRandomSeed(100);
-        for (size_t i = 0; i < 512; ++i) {
-            auto input = RandomMultilineCommentLikeText(/* maxSize = */ 32);
+        for (size_t i = 0; i < 128; ++i) {
+            auto input = RandomMultilineCommentLikeText(/* maxSize = */ 16);
             TString actual = Tokenized(lexer, input);
             TString expected = Tokenized(reference, input);
 
@@ -453,4 +469,58 @@ Y_UNIT_TEST_SUITE(SQLv1Lexer) {
         UNIT_ASSERT_TOKENIZED(lexer, query, expected);
     }
 
+    Y_UNIT_TEST_ON_EACH_LEXER(Examples) {
+        auto lexer = MakeLexer(Lexers, ANSI, ANTLR4, FLAVOR);
+        UNIT_ASSERT_TOKENIZED(
+            lexer,
+            R"(
+SELECT
+ YQL::@@(Uint32 '100500)@@,
+ YQL::@@(String '[WAT])@@
+;)",
+            "WS(\n) "
+            "SELECT WS(\n) WS( ) ID_PLAIN(YQL) NAMESPACE(::) STRING_VALUE(@@(Uint32 '100500)@@) COMMA(,) WS(\n) "
+            "WS( ) ID_PLAIN(YQL) NAMESPACE(::) STRING_VALUE(@@(String '[WAT])@@) WS(\n) "
+            "SEMICOLON(;) EOF");
+    }
+
+    Y_UNIT_TEST_ON_EACH_LEXER(AsciiEscape) {
+        auto lexer = MakeLexer(Lexers, ANSI, ANTLR4, FLAVOR);
+        UNIT_ASSERT_TOKENIZED(lexer, "\0", "EOF");           // Null character
+        UNIT_ASSERT_TOKENIZED(lexer, "\t", "WS(\t) EOF");    // Horizontal Tab
+        UNIT_ASSERT_TOKENIZED(lexer, "\n", "WS(\n) EOF");    // Line Feed
+        UNIT_ASSERT_TOKENIZED(lexer, "\v", "[INVALID] EOF"); // Vertical Tabulation
+        UNIT_ASSERT_TOKENIZED(lexer, "\f", "WS(\x0C) EOF");  // Form Feed
+        UNIT_ASSERT_TOKENIZED(lexer, "\r", "WS(\r) EOF");    // Carriage Return
+        UNIT_ASSERT_TOKENIZED(lexer, "\r\n", "WS(\r) WS(\n) EOF");
+    }
+
+    Y_UNIT_TEST_ON_EACH_LEXER(AsciiEscapeCanon) {
+        static THashMap<char, TString> canon;
+
+        auto lexer = MakeLexer(Lexers, ANSI, ANTLR4, FLAVOR);
+
+        for (char c = 0; c < std::numeric_limits<char>::max(); ++c) {
+            TString input;
+            input += c;
+
+            TString& expected = canon[c];
+            if (expected.empty()) {
+                expected = Tokenized(lexer, input);
+            }
+
+            UNIT_ASSERT_TOKENIZED(lexer, input, expected);
+        }
+    }
+
+    Y_UNIT_TEST_ON_EACH_LEXER(Utf8BOM) {
+        auto lexer = MakeLexer(Lexers, ANSI, ANTLR4, FLAVOR);
+        if (ANTLR4 || FLAVOR == ELexerFlavor::Regex) {
+            UNIT_ASSERT_TOKENIZED(lexer, "\xEF\xBB\xBF 1", "WS( ) DIGITS(1) EOF");
+            UNIT_ASSERT_TOKENIZED(lexer, "\xEF\xBB\xBF \xEF\xBB\xBF", "[INVALID] WS( ) EOF");
+        } else {
+            UNIT_ASSERT_TOKENIZED(lexer, "\xEF\xBB\xBF 1", "[INVALID] WS( ) DIGITS(1) EOF");
+        }
+    }
+
 } // Y_UNIT_TEST_SUITE(SQLv1Lexer)
diff --git a/yql/essentials/sql/v1/lexer/regex/lexer.cpp b/yql/essentials/sql/v1/lexer/regex/lexer.cpp
index b8ca033b0c6..a1d96253bf7 100644
--- a/yql/essentials/sql/v1/lexer/regex/lexer.cpp
+++ b/yql/essentials/sql/v1/lexer/regex/lexer.cpp
@@ -19,6 +19,9 @@ namespace NSQLTranslationV1 {
 
     class TRegexLexer: public NSQLTranslation::ILexer {
         static constexpr const char* CommentTokenName = "COMMENT";
+        static constexpr const char* StringValueName = "STRING_VALUE";
+
+        static constexpr const TStringBuf Utf8BOM = "\xEF\xBB\xBF";
 
     public:
         TRegexLexer(
@@ -29,10 +32,16 @@ namespace NSQLTranslationV1 {
             , Ansi_(ansi)
         {
             for (const auto& [token, regex] : RegexByOtherName) {
+                RE2::Options custom;
+                if (token != CommentTokenName && token != StringValueName) {
+                    custom.set_longest_match(true);
+                }
+
+                RE2* re2 = new RE2(regex, custom);
                 if (token == CommentTokenName) {
-                    CommentRegex_.Reset(new RE2(regex));
+                    CommentRegex_.Reset(re2);
                 } else {
-                    OtherRegexes_.emplace_back(token, new RE2(regex));
+                    OtherRegexes_.emplace_back(token, re2);
                 }
             }
         }
@@ -44,7 +53,13 @@ namespace NSQLTranslationV1 {
             NYql::TIssues& issues,
             size_t maxErrors) override {
             size_t errors = 0;
-            for (size_t pos = 0; pos < query.size();) {
+
+            size_t pos = 0;
+            if (query.StartsWith(Utf8BOM)) {
+                pos += Utf8BOM.size();
+            }
+
+            while (pos < query.size()) {
                 TParsedToken matched = Match(TStringBuf(query, pos));
 
                 if (matched.Name.empty() && maxErrors == errors) {
@@ -62,7 +77,7 @@ namespace NSQLTranslationV1 {
                 onNextToken(std::move(matched));
             }
 
-            onNextToken(TParsedToken{.Name = "EOF"});
+            onNextToken(TParsedToken{.Name = "EOF", .Content = "<EOF>"});
             return errors == 0;
         }
 
@@ -109,8 +124,9 @@ namespace NSQLTranslationV1 {
         bool MatchKeyword(const TStringBuf prefix, TParsedTokenList& matches) {
             size_t count = 0;
             for (const auto& keyword : Grammar_.KeywordNames) {
-                const TStringBuf content = prefix.substr(0, keyword.length());
-                if (AsciiEqualsIgnoreCase(content, keyword)) {
+                const TStringBuf block = NSQLReflect::TLexerGrammar::KeywordBlock(keyword);
+                const TStringBuf content = prefix.substr(0, block.length());
+                if (AsciiEqualsIgnoreCase(content, block)) {
                     matches.emplace_back(keyword, TString(content));
                     count += 1;
                 }
diff --git a/yql/essentials/sql/v1/lexer/regex/lexer_ut.cpp b/yql/essentials/sql/v1/lexer/regex/lexer_ut.cpp
index 03c84bcffe3..6ac25008b34 100644
--- a/yql/essentials/sql/v1/lexer/regex/lexer_ut.cpp
+++ b/yql/essentials/sql/v1/lexer/regex/lexer_ut.cpp
@@ -216,4 +216,4 @@ Y_UNIT_TEST_SUITE(RegexLexerTests) {
         Check("\" SELECT", "[INVALID] WS( ) SELECT EOF");
     }
 
-} // Y_UNIT_TEST_SUITE(RegexLexerTests)
\ No newline at end of file
+} // Y_UNIT_TEST_SUITE(RegexLexerTests)
diff --git a/yql/essentials/sql/v1/lexer/regex/regex.cpp b/yql/essentials/sql/v1/lexer/regex/regex.cpp
index 937d21572fc..e634ff009a7 100644
--- a/yql/essentials/sql/v1/lexer/regex/regex.cpp
+++ b/yql/essentials/sql/v1/lexer/regex/regex.cpp
@@ -135,7 +135,7 @@ namespace NSQLTranslationV1 {
                 R"(\bEOF\b)", R"($)"));
 
             rules.emplace_back(RegexRewriteRule(
-                R"('\\u000C' \|)", ""));
+                R"('\\u000C' \|)", R"('\\f' |)"));
         }
 
         void Finalize(TString& text) {
diff --git a/yql/essentials/sql/v1/lexer/regex/regex_ut.cpp b/yql/essentials/sql/v1/lexer/regex/regex_ut.cpp
index dad0b2ebd2d..e62bb0e609f 100644
--- a/yql/essentials/sql/v1/lexer/regex/regex_ut.cpp
+++ b/yql/essentials/sql/v1/lexer/regex/regex_ut.cpp
@@ -76,7 +76,7 @@ Y_UNIT_TEST_SUITE(SqlRegexTests) {
         CheckRegex(
             /* ansi = */ false,
             "WS",
-            R"(( |\r|\t|\n))");
+            R"(( |\r|\t|\f|\n))");
     }
 
     Y_UNIT_TEST(Comment) {
@@ -93,4 +93,4 @@ Y_UNIT_TEST_SUITE(SqlRegexTests) {
             Get(defaultRegexes, "COMMENT"));
     }
 
-} // Y_UNIT_TEST_SUITE(SqlRegexTests)
\ No newline at end of file
+} // Y_UNIT_TEST_SUITE(SqlRegexTests)
diff --git a/yql/essentials/sql/v1/lexer/ya.make b/yql/essentials/sql/v1/lexer/ya.make
index 66c0c87f15f..6462ced1991 100644
--- a/yql/essentials/sql/v1/lexer/ya.make
+++ b/yql/essentials/sql/v1/lexer/ya.make
@@ -22,6 +22,7 @@ RECURSE(
     antlr4_ansi
     antlr4_pure
     antlr4_pure_ansi
+    check
     regex
 )
 
diff --git a/yql/essentials/sql/v1/reflect/sql_reflect.cpp b/yql/essentials/sql/v1/reflect/sql_reflect.cpp
index c0af06e0b46..262209cfc39 100644
--- a/yql/essentials/sql/v1/reflect/sql_reflect.cpp
+++ b/yql/essentials/sql/v1/reflect/sql_reflect.cpp
@@ -15,6 +15,13 @@ namespace NSQLReflect {
     const TStringBuf SectionOther = "//! section:other";
     const TStringBuf FragmentPrefix = "fragment ";
 
+    const TStringBuf TLexerGrammar::KeywordBlock(const TStringBuf name) {
+        if (name == "TSKIP") {
+            return "SKIP";
+        }
+        return name;
+    }
+
     TVector<TString> GetResourceLines(const TStringBuf key) {
         TString text;
         Y_ENSURE(NResource::FindExact(key, &text));
@@ -126,7 +133,7 @@ namespace NSQLReflect {
         SubstGlobal(block, "'", "");
         SubstGlobal(block, " ", "");
 
-        Y_ENSURE(name == block || (name == "TSKIP" && block == "SKIP"));
+        Y_ENSURE(name == block || (name == "TSKIP" && block == TLexerGrammar::KeywordBlock("TSKIP")));
         grammar.KeywordNames.emplace(std::move(name));
     }
 
diff --git a/yql/essentials/sql/v1/reflect/sql_reflect.h b/yql/essentials/sql/v1/reflect/sql_reflect.h
index ca398706873..1f67a2f93a3 100644
--- a/yql/essentials/sql/v1/reflect/sql_reflect.h
+++ b/yql/essentials/sql/v1/reflect/sql_reflect.h
@@ -12,6 +12,8 @@ namespace NSQLReflect {
         THashSet<TString> PunctuationNames;
         TVector<TString> OtherNames;
         THashMap<TString, TString> BlockByName;
+
+        static const TStringBuf KeywordBlock(const TStringBuf name);
     };
 
     TLexerGrammar LoadLexerGrammar();
diff --git a/yql/essentials/sql/v1/sql_query.cpp b/yql/essentials/sql/v1/sql_query.cpp
index a860571698b..b60a338d02f 100644
--- a/yql/essentials/sql/v1/sql_query.cpp
+++ b/yql/essentials/sql/v1/sql_query.cpp
@@ -3387,6 +3387,12 @@ TNodePtr TSqlQuery::PragmaStatement(const TRule_pragma_stmt& stmt, bool& success
         } else if (normalizedPragma == "disableemitunionmerge") {
             Ctx.EmitUnionMerge = false;
             Ctx.IncrementMonCounter("sql_pragma", "DisableEmitUnionMerge");
+        } else if (normalizedPragma == "distinctoverkeys") {
+            Ctx.DistinctOverKeys = true;
+            Ctx.IncrementMonCounter("sql_pragma", "DistinctOverKeys");
+        } else if (normalizedPragma == "disabledistinctoverkeys") {
+            Ctx.DistinctOverKeys = false;
+            Ctx.IncrementMonCounter("sql_pragma", "DisableDistinctOverKeys");
         } else if (normalizedPragma == "engine") {
             Ctx.IncrementMonCounter("sql_pragma", "Engine");
 
diff --git a/yql/essentials/tests/s-expressions/minirun/part0/canondata/result.json b/yql/essentials/tests/s-expressions/minirun/part0/canondata/result.json
index 0a80f2cd10c..5902893a5ac 100644
--- a/yql/essentials/tests/s-expressions/minirun/part0/canondata/result.json
+++ b/yql/essentials/tests/s-expressions/minirun/part0/canondata/result.json
@@ -13,6 +13,20 @@
             "uri": "https://{canondata_backend}/1942671/fe442fb9178873beea37ece387e67a5d541a25b2/resource.tar.gz#test.test_Aggregation-AggrCount-default.txt-Results_/results.txt"
         }
     ],
+    "test.test[Blocks-WideToBlocks-WideFromBlocks-default.txt-Debug]": [
+        {
+            "checksum": "7838538438ce14638ded18f1defb2380",
+            "size": 627,
+            "uri": "https://{canondata_backend}/1925842/3d4a337c6b21036cefb828b5de69295a7ec717f6/resource.tar.gz#test.test_Blocks-WideToBlocks-WideFromBlocks-default.txt-Debug_/opt.yql"
+        }
+    ],
+    "test.test[Blocks-WideToBlocks-WideFromBlocks-default.txt-Results]": [
+        {
+            "checksum": "f98666abfa816dc9b28ac6c28c9b5e7c",
+            "size": 1257,
+            "uri": "https://{canondata_backend}/1925842/3d4a337c6b21036cefb828b5de69295a7ec717f6/resource.tar.gz#test.test_Blocks-WideToBlocks-WideFromBlocks-default.txt-Results_/results.txt"
+        }
+    ],
     "test.test[Builtins-ByteString-default.txt-Debug]": [
         {
             "checksum": "056b689b9c8cf44642288e79f8cd0185",
diff --git a/yql/essentials/tests/s-expressions/minirun/part7/canondata/result.json b/yql/essentials/tests/s-expressions/minirun/part7/canondata/result.json
index 9da54766c1d..f9029941a62 100644
--- a/yql/essentials/tests/s-expressions/minirun/part7/canondata/result.json
+++ b/yql/essentials/tests/s-expressions/minirun/part7/canondata/result.json
@@ -1,9 +1,9 @@
 {
     "test.test[Blocks-BlockMapJoinCore-default.txt-Debug]": [
         {
-            "checksum": "445a5d7f7918455fc74eefafa41b519d",
-            "size": 2187,
-            "uri": "https://{canondata_backend}/1871182/dd0654c5ee04d3c397f5f6c37ba02b2ae503ed1f/resource.tar.gz#test.test_Blocks-BlockMapJoinCore-default.txt-Debug_/opt.yql"
+            "checksum": "b4e62992f4922bfdc10db8ffd370cfbe",
+            "size": 1952,
+            "uri": "https://{canondata_backend}/1031349/b655b23222eeb79fdf6d4802458aa188f67c1db4/resource.tar.gz#test.test_Blocks-BlockMapJoinCore-default.txt-Debug_/opt.yql"
         }
     ],
     "test.test[Blocks-BlockMapJoinCore-default.txt-Results]": [
diff --git a/yql/essentials/tests/s-expressions/minirun/part8/canondata/result.json b/yql/essentials/tests/s-expressions/minirun/part8/canondata/result.json
index 2e739109485..3d8ae83f3b5 100644
--- a/yql/essentials/tests/s-expressions/minirun/part8/canondata/result.json
+++ b/yql/essentials/tests/s-expressions/minirun/part8/canondata/result.json
@@ -55,6 +55,20 @@
             "uri": "https://{canondata_backend}/1937429/6dc717bd36879ce84e2fa1eb85b97eefce0733e9/resource.tar.gz#test.test_Blocks-ListFromBlocks-default.txt-Results_/results.txt"
         }
     ],
+    "test.test[Blocks-WideFromBlocks-WideToBlocks-default.txt-Debug]": [
+        {
+            "checksum": "d6c0024db8898aef8f8b31b1025667cc",
+            "size": 483,
+            "uri": "https://{canondata_backend}/1925842/70c39ce7d6aa898d26d58abf8d512eebac34de7f/resource.tar.gz#test.test_Blocks-WideFromBlocks-WideToBlocks-default.txt-Debug_/opt.yql"
+        }
+    ],
+    "test.test[Blocks-WideFromBlocks-WideToBlocks-default.txt-Results]": [
+        {
+            "checksum": "3326d454244059e96a0b61b3fdf53480",
+            "size": 878,
+            "uri": "https://{canondata_backend}/1925842/70c39ce7d6aa898d26d58abf8d512eebac34de7f/resource.tar.gz#test.test_Blocks-WideFromBlocks-WideToBlocks-default.txt-Results_/results.txt"
+        }
+    ],
     "test.test[Builtins-ToIntegral-default.txt-Debug]": [
         {
             "checksum": "33f569baf5940bbd79fbf635f47cc363",
diff --git a/yql/essentials/tests/s-expressions/minirun/pure.make b/yql/essentials/tests/s-expressions/minirun/pure.make
index 72d38121773..64002f529d1 100644
--- a/yql/essentials/tests/s-expressions/minirun/pure.make
+++ b/yql/essentials/tests/s-expressions/minirun/pure.make
@@ -13,7 +13,11 @@ ENDIF()
 IF (SANITIZER_TYPE OR WITH_VALGRIND)
     TIMEOUT(1800)
     SIZE(LARGE)
-    TAG(ya:fat sb:ttl=2)
+    TAG(
+        ya:fat
+        sb:ttl=2
+        ya:large_tests_on_multi_slots
+    )
 ELSE()
     TIMEOUT(600)
     SIZE(MEDIUM)
diff --git a/yql/essentials/tests/s-expressions/suites/Blocks/BlockMapJoinCore.yqls b/yql/essentials/tests/s-expressions/suites/Blocks/BlockMapJoinCore.yqls
index 35154e67ac2..7ace8d9e550 100644
--- a/yql/essentials/tests/s-expressions/suites/Blocks/BlockMapJoinCore.yqls
+++ b/yql/essentials/tests/s-expressions/suites/Blocks/BlockMapJoinCore.yqls
@@ -16,15 +16,15 @@
 
 (let doJoin (lambda '(left right narrowMapLambda joinKind leftKeyColumns leftKeyDrops rightKeyColumns rightKeyDrops) (block '(
     (let leftStream (WideToBlocks (FromFlow (ExpandMap left expandLambda))))
-    (let rightStream (WideToBlocks (FromFlow (ExpandMap right expandLambda))))
-    (let rightStreamItemType (StreamItemType (TypeOf rightStream)))
-    (let rightBlockIndex (BlockMapJoinIndex (BlockStorage rightStream) rightStreamItemType rightKeyColumns '()))
-    (return (Collect (NarrowMap (ToFlow (WideFromBlocks (BlockMapJoinCore leftStream rightBlockIndex rightStreamItemType joinKind leftKeyColumns leftKeyDrops rightKeyColumns rightKeyDrops))) narrowMapLambda)))
+    (let rightList (ListToBlocks right))
+    (let rightListItemType (ListItemType (TypeOf rightList)))
+    (let rightBlockIndex (BlockMapJoinIndex (BlockStorage rightList) rightListItemType rightKeyColumns '()))
+    (return (ForwardList (NarrowMap (ToFlow (WideFromBlocks (BlockMapJoinCore leftStream rightBlockIndex rightListItemType joinKind leftKeyColumns leftKeyDrops rightKeyColumns rightKeyDrops))) narrowMapLambda)))
 ))))
 
-(let innerJoin (Apply doJoin (ToFlow table (DependsOn (String '0))) (ToFlow table (DependsOn (String '1))) narrowLambdaInner 'Inner '('0) '() '('0) '()))
-(let leftJoin (Apply doJoin (ToFlow table (DependsOn (String '2))) (ToFlow table (DependsOn (String '3))) narrowLambdaLeft 'Left '('0) '('0) '('0) '('0)))
-(let leftSemiJoin (Apply doJoin (ToFlow table (DependsOn (String '4))) (ToFlow table (DependsOn (String '5))) narrowLambdaLeftSemi 'LeftSemi '('0) '('0) '('0) '()))
+(let innerJoin (Apply doJoin (ToFlow table (DependsOn (String '0))) table narrowLambdaInner 'Inner '('0) '() '('"key") '()))
+(let leftJoin (Apply doJoin (ToFlow table (DependsOn (String '2))) table narrowLambdaLeft 'Left '('0) '('0) '('"key") '('"key")))
+(let leftSemiJoin (Apply doJoin (ToFlow table (DependsOn (String '4))) table narrowLambdaLeftSemi 'LeftSemi '('0) '('0) '('"key") '()))
 
 (let world (Write! world res_sink (Key) (AsStruct '('"inner" innerJoin) '('"left" leftJoin) '('"leftSemi" leftSemiJoin)) '('('type))))
 (let world (Commit! world res_sink))
diff --git a/yql/essentials/tests/s-expressions/suites/Blocks/WideFromBlocks-WideToBlocks.yqls b/yql/essentials/tests/s-expressions/suites/Blocks/WideFromBlocks-WideToBlocks.yqls
new file mode 100644
index 00000000000..cd1a5d60d23
--- /dev/null
+++ b/yql/essentials/tests/s-expressions/suites/Blocks/WideFromBlocks-WideToBlocks.yqls
@@ -0,0 +1,24 @@
+(
+# XXX: Explicitly enable PeepHoleBlock and PeepHoleFinalBlock steps.
+(let world (Configure! world (DataSource 'config) 'BlockEngine 'force))
+(let wconf (DataSink 'result))
+
+(let x1 (AsStruct '('"x" (Int32 '"1"))))
+(let x2 (AsStruct '('"x" (Int32 '"2"))))
+(let x3 (AsStruct '('"x" (Int32 '"3"))))
+(let x4 (AsStruct '('"x" (Int32 '"4"))))
+
+(let list (AsList x1 x2 x3 x4))
+
+(let expandLambda (lambda '(item) (Member item '"x")))
+(let wideStream (FromFlow (ExpandMap (ToFlow list) expandLambda)))
+
+(let nopFromBlocksToBlocks (WideFromBlocks (WideToBlocks wideStream)))
+
+(let narrowLambda (lambda '(x) (AsStruct '('"x" x))))
+(let scalarList (ForwardList (NarrowMap (ToFlow nopFromBlocksToBlocks) narrowLambda)))
+
+(let world (Write! world wconf (Key) scalarList '('('type))))
+(let world (Commit! world wconf))
+(return world)
+)
diff --git a/yql/essentials/tests/s-expressions/suites/Blocks/WideToBlocks-WideFromBlocks.yqls b/yql/essentials/tests/s-expressions/suites/Blocks/WideToBlocks-WideFromBlocks.yqls
new file mode 100644
index 00000000000..cafd0f45a81
--- /dev/null
+++ b/yql/essentials/tests/s-expressions/suites/Blocks/WideToBlocks-WideFromBlocks.yqls
@@ -0,0 +1,25 @@
+(
+# XXX: Explicitly enable PeepHoleBlock and PeepHoleFinalBlock steps.
+(let world (Configure! world (DataSource 'config) 'BlockEngine 'force))
+(let wconf (DataSink 'result))
+
+(let x1 (AsStruct '('"x" (Int32 '"1"))))
+(let x2 (AsStruct '('"x" (Int32 '"2"))))
+(let x3 (AsStruct '('"x" (Int32 '"3"))))
+(let x4 (AsStruct '('"x" (Int32 '"4"))))
+(let scalar0 (AsScalar (Int32 '"0")))
+
+(let blockList (ListToBlocks (AsList x1 x2 x3 x4)))
+
+(let expandLambda (lambda '(item) (Member item '"x") scalar0 (Member item '"_yql_block_length")))
+(let wideBlocksStream (FromFlow (ExpandMap (ToFlow blockList) expandLambda)))
+
+(let nopToBlocksFromBlocks (WideToBlocks (WideFromBlocks wideBlocksStream)))
+
+(let narrowLambda (lambda '(x scalar blockLength) (AsStruct '('"x" x) '('"scalar" scalar) '('"_yql_block_length" blockLength))))
+(let scalarList (ListFromBlocks (ForwardList (NarrowMap (ToFlow nopToBlocksFromBlocks) narrowLambda))))
+
+(let world (Write! world wconf (Key) scalarList '('('type))))
+(let world (Commit! world wconf))
+(return world)
+)
diff --git a/yql/essentials/tests/sql/minirun/part0/canondata/result.json b/yql/essentials/tests/sql/minirun/part0/canondata/result.json
index 1ff158d38e3..52d9fa7481b 100644
--- a/yql/essentials/tests/sql/minirun/part0/canondata/result.json
+++ b/yql/essentials/tests/sql/minirun/part0/canondata/result.json
@@ -1477,5 +1477,19 @@
             "size": 1452,
             "uri": "https://{canondata_backend}/1777230/9825a8684763af6f5aebf2f2145914be57ea6969/resource.tar.gz#test.test_window-yql-14179-default.txt-Results_/results.txt"
         }
+    ],
+    "test.test[window-yql-19801-default.txt-Debug]": [
+        {
+            "checksum": "411035e2598db68705427ac77743c32a",
+            "size": 1396,
+            "uri": "https://{canondata_backend}/1920236/7066f75808999d7c9bd16ab40270eb0f41ecd22c/resource.tar.gz#test.test_window-yql-19801-default.txt-Debug_/opt.yql"
+        }
+    ],
+    "test.test[window-yql-19801-default.txt-Results]": [
+        {
+            "checksum": "83fd4e361203ed32edf38dbc8ea21995",
+            "size": 3559,
+            "uri": "https://{canondata_backend}/1920236/7066f75808999d7c9bd16ab40270eb0f41ecd22c/resource.tar.gz#test.test_window-yql-19801-default.txt-Results_/results.txt"
+        }
     ]
 }
diff --git a/yql/essentials/tests/sql/minirun/part6/canondata/result.json b/yql/essentials/tests/sql/minirun/part6/canondata/result.json
index dc02c1edb0c..26ca736cfcf 100644
--- a/yql/essentials/tests/sql/minirun/part6/canondata/result.json
+++ b/yql/essentials/tests/sql/minirun/part6/canondata/result.json
@@ -181,6 +181,20 @@
             "uri": "https://{canondata_backend}/1775319/518b63edef9310755d69d072503bf9cdd808485f/resource.tar.gz#test.test_aggr_factory-flatten--Results_/results.txt"
         }
     ],
+    "test.test[aggregate-distinct_over_keys-default.txt-Debug]": [
+        {
+            "checksum": "1516e40d1a52326748a51997ca9d12cc",
+            "size": 581,
+            "uri": "https://{canondata_backend}/1936273/614fe8dff439fd011c07c47361f2a1d0d854297f/resource.tar.gz#test.test_aggregate-distinct_over_keys-default.txt-Debug_/opt.yql"
+        }
+    ],
+    "test.test[aggregate-distinct_over_keys-default.txt-Results]": [
+        {
+            "checksum": "ea21211faeda4acfea29190f37b50995",
+            "size": 979,
+            "uri": "https://{canondata_backend}/1936273/614fe8dff439fd011c07c47361f2a1d0d854297f/resource.tar.gz#test.test_aggregate-distinct_over_keys-default.txt-Results_/results.txt"
+        }
+    ],
     "test.test[ansi_idents-escaping-default.txt-Debug]": [
         {
             "checksum": "13dd30dd58fd993aa21441bec427f12b",
diff --git a/yql/essentials/tests/sql/sql2yql/canondata/result.json b/yql/essentials/tests/sql/sql2yql/canondata/result.json
index bd605930b7f..4cb7e6cc7af 100644
--- a/yql/essentials/tests/sql/sql2yql/canondata/result.json
+++ b/yql/essentials/tests/sql/sql2yql/canondata/result.json
@@ -930,6 +930,13 @@
             "uri": "https://{canondata_backend}/1942173/99e88108149e222741552e7e6cddef041d6a2846/resource.tar.gz#test_sql2yql.test_aggregate-aggregate_inmem_list_in_key_/sql.yql"
         }
     ],
+    "test_sql2yql.test[aggregate-distinct_over_keys]": [
+        {
+            "checksum": "42a928ce273f847de20ea4cd8b59cb1c",
+            "size": 1487,
+            "uri": "https://{canondata_backend}/1936273/e22f8123b51c2802f50d5a8d4626267f2f28e9ab/resource.tar.gz#test_sql2yql.test_aggregate-distinct_over_keys_/sql.yql"
+        }
+    ],
     "test_sql2yql.test[aggregate-group_by_rollup_rename]": [
         {
             "checksum": "bc5b27508587d82ba3e9d0a752d25dcc",
@@ -7202,6 +7209,13 @@
             "uri": "https://{canondata_backend}/1775319/f1fa0c55bf9f13cff57cf1c990c2330caed8eb1b/resource.tar.gz#test_sql2yql.test_udf-wrong_args_fail_/sql.yql"
         }
     ],
+    "test_sql2yql.test[union-unhashed_column]": [
+        {
+            "checksum": "7518a24843443901f9727c734bb16e91",
+            "size": 1407,
+            "uri": "https://{canondata_backend}/1936273/63195eda4f72befa869aaf8010fe57be8318f0a0/resource.tar.gz#test_sql2yql.test_union-unhashed_column_/sql.yql"
+        }
+    ],
     "test_sql2yql.test[union-union_column_extention]": [
         {
             "checksum": "75294382d48ff3801b42ef1c8bb26dbd",
@@ -7412,6 +7426,13 @@
             "uri": "https://{canondata_backend}/1847551/ee61b63f66a264ad4afe7437ef7f90941caf4456/resource.tar.gz#test_sql2yql.test_window-yql-19709_/sql.yql"
         }
     ],
+    "test_sql2yql.test[window-yql-19801]": [
+        {
+            "checksum": "35e09384575075270c999c01e90779ac",
+            "size": 2644,
+            "uri": "https://{canondata_backend}/1130705/f4f303dd683b2715fca90fc1337a2858da6e1467/resource.tar.gz#test_sql2yql.test_window-yql-19801_/sql.yql"
+        }
+    ],
     "test_sql_format.test[action-action_opt_args]": [
         {
             "uri": "file://test_sql_format.test_action-action_opt_args_/formatted.sql"
@@ -8077,6 +8098,11 @@
             "uri": "file://test_sql_format.test_aggregate-aggregate_inmem_list_in_key_/formatted.sql"
         }
     ],
+    "test_sql_format.test[aggregate-distinct_over_keys]": [
+        {
+            "uri": "file://test_sql_format.test_aggregate-distinct_over_keys_/formatted.sql"
+        }
+    ],
     "test_sql_format.test[aggregate-group_by_rollup_rename]": [
         {
             "uri": "file://test_sql_format.test_aggregate-group_by_rollup_rename_/formatted.sql"
@@ -11102,6 +11128,11 @@
             "uri": "file://test_sql_format.test_udf-wrong_args_fail_/formatted.sql"
         }
     ],
+    "test_sql_format.test[union-unhashed_column]": [
+        {
+            "uri": "file://test_sql_format.test_union-unhashed_column_/formatted.sql"
+        }
+    ],
     "test_sql_format.test[union-union_column_extention]": [
         {
             "uri": "file://test_sql_format.test_union-union_column_extention_/formatted.sql"
@@ -11252,6 +11283,11 @@
             "uri": "file://test_sql_format.test_window-yql-19709_/formatted.sql"
         }
     ],
+    "test_sql_format.test[window-yql-19801]": [
+        {
+            "uri": "file://test_sql_format.test_window-yql-19801_/formatted.sql"
+        }
+    ],
     "test_sql_negative.test[action-no_columns_in_do-default.txt]": [
         {
             "checksum": "0fad6da8e4c5a2ab2c1e5a231ea430d1",
diff --git a/yql/essentials/tests/sql/sql2yql/canondata/test_sql_format.test_aggregate-distinct_over_keys_/formatted.sql b/yql/essentials/tests/sql/sql2yql/canondata/test_sql_format.test_aggregate-distinct_over_keys_/formatted.sql
new file mode 100644
index 00000000000..8959cc5de96
--- /dev/null
+++ b/yql/essentials/tests/sql/sql2yql/canondata/test_sql_format.test_aggregate-distinct_over_keys_/formatted.sql
@@ -0,0 +1,15 @@
+PRAGMA DistinctOverKeys;
+
+SELECT
+    x,
+    count(DISTINCT x) AS cnt
+FROM (
+    VALUES
+        (1),
+        (1)
+) AS a (
+    x
+)
+GROUP BY
+    x
+;
diff --git a/yql/essentials/tests/sql/sql2yql/canondata/test_sql_format.test_union-unhashed_column_/formatted.sql b/yql/essentials/tests/sql/sql2yql/canondata/test_sql_format.test_union-unhashed_column_/formatted.sql
new file mode 100644
index 00000000000..a900f6eb987
--- /dev/null
+++ b/yql/essentials/tests/sql/sql2yql/canondata/test_sql_format.test_union-unhashed_column_/formatted.sql
@@ -0,0 +1,7 @@
+/* custom error: Expected hashable and equatable type for column: x, but got: Yson */
+SELECT
+    "1"y AS x
+UNION
+SELECT
+    "2"y AS x
+;
diff --git a/yql/essentials/tests/sql/sql2yql/canondata/test_sql_format.test_window-yql-19801_/formatted.sql b/yql/essentials/tests/sql/sql2yql/canondata/test_sql_format.test_window-yql-19801_/formatted.sql
new file mode 100644
index 00000000000..e4bbbc38c8c
--- /dev/null
+++ b/yql/essentials/tests/sql/sql2yql/canondata/test_sql_format.test_window-yql-19801_/formatted.sql
@@ -0,0 +1,19 @@
+/* syntax version 1 */
+/* postgres can not */
+PRAGMA DistinctOverWindow;
+
+$input = AsList(
+    AsStruct(1 AS key, 1001 AS subkey, 'AAA' AS value),
+    AsStruct(150 AS key, 150 AS subkey, 'AAB' AS value),
+    AsStruct(3 AS key, 3003 AS subkey, 'AAC' AS value),
+    AsStruct(150 AS key, 150 AS subkey, 'AAD' AS value),
+    AsStruct(5 AS key, 5005 AS subkey, 'AAE' AS value),
+);
+
+SELECT
+    i.*,
+    count(DISTINCT key) OVER () AS cnt,
+    AggregateList(DISTINCT key) OVER () AS agg_list,
+FROM
+    AS_TABLE($input) AS i
+;
diff --git a/yql/essentials/tests/sql/suites/aggregate/distinct_over_keys.sql b/yql/essentials/tests/sql/suites/aggregate/distinct_over_keys.sql
new file mode 100644
index 00000000000..c74e5e2f3c3
--- /dev/null
+++ b/yql/essentials/tests/sql/suites/aggregate/distinct_over_keys.sql
@@ -0,0 +1,4 @@
+pragma DistinctOverKeys;
+SELECT x, count(distinct x) AS cnt
+FROM (values (1),(1)) as a(x) GROUP BY x
+
diff --git a/yql/essentials/tests/sql/suites/union/unhashed_column.cfg b/yql/essentials/tests/sql/suites/union/unhashed_column.cfg
new file mode 100644
index 00000000000..5dae597903c
--- /dev/null
+++ b/yql/essentials/tests/sql/suites/union/unhashed_column.cfg
@@ -0,0 +1 @@
+xfail
diff --git a/yql/essentials/tests/sql/suites/union/unhashed_column.sql b/yql/essentials/tests/sql/suites/union/unhashed_column.sql
new file mode 100644
index 00000000000..400e8ac84cf
--- /dev/null
+++ b/yql/essentials/tests/sql/suites/union/unhashed_column.sql
@@ -0,0 +1,5 @@
+/* custom error: Expected hashable and equatable type for column: x, but got: Yson */
+select "1"y as x
+union
+select "2"y as x
+
diff --git a/yql/essentials/tests/sql/suites/window/yql-19801.sql b/yql/essentials/tests/sql/suites/window/yql-19801.sql
new file mode 100644
index 00000000000..478c261c984
--- /dev/null
+++ b/yql/essentials/tests/sql/suites/window/yql-19801.sql
@@ -0,0 +1,18 @@
+/* syntax version 1 */
+/* postgres can not */
+
+PRAGMA DistinctOverWindow;
+
+$input = AsList(
+    AsStruct(1 AS key, 1001 AS subkey, "AAA" AS value),
+    AsStruct(150 AS key, 150 AS subkey, "AAB" AS value),
+    AsStruct(3 AS key, 3003 AS subkey, "AAC" AS value),
+    AsStruct(150 AS key, 150 AS subkey, "AAD" AS value),
+    AsStruct(5 AS key, 5005 AS subkey, "AAE" AS value),
+);
+
+SELECT
+    i.*,
+    count(DISTINCT key) OVER () AS cnt,
+    AggregateList(DISTINCT key) OVER () AS agg_list,
+FROM AS_TABLE($input) AS i;
diff --git a/yql/essentials/tools/sql2yql/sql2yql.cpp b/yql/essentials/tools/sql2yql/sql2yql.cpp
index f285ca89a50..c3ffc588a13 100644
--- a/yql/essentials/tools/sql2yql/sql2yql.cpp
+++ b/yql/essentials/tools/sql2yql/sql2yql.cpp
@@ -6,10 +6,9 @@
 
 #include <yql/essentials/sql/sql.h>
 #include <yql/essentials/sql/v1/sql.h>
+#include <yql/essentials/sql/v1/lexer/check/check_lexers.h>
 #include <yql/essentials/sql/v1/lexer/antlr4/lexer.h>
 #include <yql/essentials/sql/v1/lexer/antlr4_ansi/lexer.h>
-#include <yql/essentials/sql/v1/lexer/antlr4_pure/lexer.h>
-#include <yql/essentials/sql/v1/lexer/antlr4_pure_ansi/lexer.h>
 #include <yql/essentials/sql/v1/proto_parser/antlr4/proto_parser.h>
 #include <yql/essentials/sql/v1/proto_parser/antlr4_ansi/proto_parser.h>
 #include <yql/essentials/providers/common/provider/yql_provider_names.h>
@@ -154,51 +153,14 @@ bool TestFormat(
     return true;
 }
 
-bool TestLexers(
-    const TString& query
-) {
-    NSQLTranslationV1::TLexers lexers;
-    NSQLTranslation::TTranslationSettings settings;
+bool TestLexers(const TString& query) {
     NYql::TIssues issues;
-    if (!NSQLTranslation::ParseTranslationSettings(query, settings, issues)) {
-        Cerr << issues.ToString();
-        return false;
-    }
-
-    lexers.Antlr4 = NSQLTranslationV1::MakeAntlr4LexerFactory();
-    lexers.Antlr4Ansi = NSQLTranslationV1::MakeAntlr4AnsiLexerFactory();
-    lexers.Antlr4Pure = NSQLTranslationV1::MakeAntlr4PureLexerFactory();
-    lexers.Antlr4PureAnsi = NSQLTranslationV1::MakeAntlr4PureAnsiLexerFactory();
-    auto lexerMain = NSQLTranslationV1::MakeLexer(lexers, settings.AnsiLexer, true, NSQLTranslationV1::ELexerFlavor::Default);
-    auto lexerPure = NSQLTranslationV1::MakeLexer(lexers, settings.AnsiLexer, true, NSQLTranslationV1::ELexerFlavor::Pure);
-    TVector<NSQLTranslation::TParsedToken> mainTokens;
-    if (!lexerMain->Tokenize(query, "", [&](auto token) { mainTokens.push_back(token);}, issues, NSQLTranslation::SQL_MAX_PARSER_ERRORS)) {
-        Cerr << issues.ToString();
-        return false;
-    }
-
-    TVector<NSQLTranslation::TParsedToken> pureTokens;
-    if (!lexerPure->Tokenize(query, "", [&](auto token) { pureTokens.push_back(token);}, issues, NSQLTranslation::SQL_MAX_PARSER_ERRORS)) {
+    if (!NSQLTranslationV1::CheckLexers({}, query, issues)) {
         Cerr << issues.ToString();
         return false;
     }
 
-    bool hasErrors = false;
-    if (mainTokens.size() != pureTokens.size()) {
-        hasErrors = true;
-        Cerr << "Mismatch token count, main: " << mainTokens.size() << ", pure: " << pureTokens.size() << "\n";
-    }
-
-    for (size_t i = 0; i < Min(mainTokens.size(), pureTokens.size()); ++i) {
-        if (mainTokens[i].Name != pureTokens[i].Name || mainTokens[i].Content != pureTokens[i].Content) {
-            hasErrors = true;
-            Cerr << "Mismatch token #" << i << ", main: " << mainTokens[i].Name << ":" << mainTokens[i].Content
-                << ", pure: " << pureTokens[i].Name << ":" << pureTokens[i].Content << "\n";
-            break;
-        }
-    }
-
-    return !hasErrors;
+    return true;
 }
 
 class TStoreMappingFunctor: public NLastGetopt::IOptHandler {
diff --git a/yql/essentials/tools/sql2yql/ya.make b/yql/essentials/tools/sql2yql/ya.make
index 2b415f1227f..81efdd0dc92 100644
--- a/yql/essentials/tools/sql2yql/ya.make
+++ b/yql/essentials/tools/sql2yql/ya.make
@@ -13,10 +13,9 @@ PEERDIR(
     yql/essentials/sql/v1
     yql/essentials/sql/pg
     yql/essentials/sql/v1/format
+    yql/essentials/sql/v1/lexer/check
     yql/essentials/sql/v1/lexer/antlr4
     yql/essentials/sql/v1/lexer/antlr4_ansi
-    yql/essentials/sql/v1/lexer/antlr4_pure
-    yql/essentials/sql/v1/lexer/antlr4_pure_ansi
     yql/essentials/sql/v1/proto_parser/antlr4
     yql/essentials/sql/v1/proto_parser/antlr4_ansi
 )
diff --git a/yql/essentials/tools/yql_complete/yql_complete.cpp b/yql/essentials/tools/yql_complete/yql_complete.cpp
index 0d592240ebf..18e57492282 100644
--- a/yql/essentials/tools/yql_complete/yql_complete.cpp
+++ b/yql/essentials/tools/yql_complete/yql_complete.cpp
@@ -38,9 +38,11 @@ int Run(int argc, char* argv[]) {
     NLastGetopt::TOpts opts = NLastGetopt::TOpts::Default();
 
     TString inFileName;
+    TString inQueryText;
     TString freqFileName;
     TMaybe<ui64> pos;
     opts.AddLongOption('i', "input", "input file").RequiredArgument("input").StoreResult(&inFileName);
+    opts.AddLongOption('q', "query", "input query text").RequiredArgument("query").StoreResult(&inQueryText);
     opts.AddLongOption('f', "freq", "frequences file").StoreResult(&freqFileName);
     opts.AddLongOption('p', "pos", "position").StoreResult(&pos);
     opts.SetFreeArgsNum(0);
@@ -48,12 +50,21 @@ int Run(int argc, char* argv[]) {
 
     NLastGetopt::TOptsParseResult res(&opts, argc, argv);
 
-    THolder<TUnbufferedFileInput> inFile;
-    if (!inFileName.empty()) {
-        inFile.Reset(new TUnbufferedFileInput(inFileName));
+    if (res.Has("input") && res.Has("query")) {
+        ythrow yexception() << "use either 'input' or 'query', not both";
+    }
+
+    TString queryString;
+    if (res.Has("query")) {
+        queryString = std::move(inQueryText);
+    } else {
+        THolder<TUnbufferedFileInput> inFile;
+        if (!inFileName.empty()) {
+            inFile.Reset(new TUnbufferedFileInput(inFileName));
+        }
+        IInputStream& in = inFile ? *inFile.Get() : Cin;
+        queryString = in.ReadAll();
     }
-    IInputStream& in = inFile ? *inFile.Get() : Cin;
-    auto queryString = in.ReadAll();
 
     NSQLComplete::IRanking::TPtr ranking;
     if (freqFileName.empty()) {
diff --git a/yql/essentials/tools/yql_facade_run/ya.make b/yql/essentials/tools/yql_facade_run/ya.make
index d08df659479..662276a8577 100644
--- a/yql/essentials/tools/yql_facade_run/ya.make
+++ b/yql/essentials/tools/yql_facade_run/ya.make
@@ -37,6 +37,7 @@ PEERDIR(
     yql/essentials/protos
     yql/essentials/sql/settings
     yql/essentials/sql/v1/format
+    yql/essentials/sql/v1/lexer/check
     yql/essentials/sql/v1/lexer/antlr4
     yql/essentials/sql/v1/lexer/antlr4_ansi
     yql/essentials/sql/v1/proto_parser/antlr4
diff --git a/yql/essentials/tools/yql_facade_run/yql_facade_run.cpp b/yql/essentials/tools/yql_facade_run/yql_facade_run.cpp
index fdfe60a433e..64fef291635 100644
--- a/yql/essentials/tools/yql_facade_run/yql_facade_run.cpp
+++ b/yql/essentials/tools/yql_facade_run/yql_facade_run.cpp
@@ -43,6 +43,7 @@
 #include <yql/essentials/sql/v1/format/sql_format.h>
 #include <yql/essentials/sql/v1/sql.h>
 #include <yql/essentials/sql/sql.h>
+#include <yql/essentials/sql/v1/lexer/check/check_lexers.h>
 #include <yql/essentials/sql/v1/lexer/antlr4/lexer.h>
 #include <yql/essentials/sql/v1/lexer/antlr4_ansi/lexer.h>
 #include <yql/essentials/sql/v1/proto_parser/antlr4/proto_parser.h>
@@ -436,6 +437,7 @@ void TFacadeRunOptions::Parse(int argc, const char *argv[]) {
     if (CustomTests) {
         opts.AddLongOption("test-antlr4", "Check antlr4 parser").NoArgument().SetFlag(&TestAntlr4);
         opts.AddLongOption("test-format", "Compare formatted query's AST with the original query's AST (only syntaxVersion=1 is supported)").NoArgument().SetFlag(&TestSqlFormat);
+        opts.AddLongOption("test-lexers", "Compare lexers").NoArgument().SetFlag(&TestLexers);
         opts.AddLongOption("validate-result-format", "Check that result-format can parse Result").NoArgument().SetFlag(&ValidateResultFormat);
     }
 
@@ -575,6 +577,24 @@ int TFacadeRunner::DoMain(int argc, const char *argv[]) {
         ctx.NextUniqueId = NPg::GetSqlLanguageParser()->GetContext().NextUniqueId;
     }
     IModuleResolver::TPtr moduleResolver;
+    TModuleResolver::TModuleChecker moduleChecker;
+    if (RunOptions_.TestLexers) {
+        moduleChecker = [](const TString& query, const TString& fileName, TExprContext& ctx) {
+            TIssues issues;
+            if (!NSQLTranslationV1::CheckLexers(TPosition(0, 0, fileName), query, issues)) {
+                auto issue = TIssue(TPosition(0, 0, fileName), "Lexers mismatched");
+                for (const auto& i : issues) {
+                    issue.AddSubIssue(MakeIntrusive<TIssue>(i));
+                }
+
+                ctx.AddError(issue);
+                return false;
+            }
+
+            return true;
+        };
+    }
+
     if (RunOptions_.MountConfig) {
         TModulesTable modules;
         FillUserDataTableFromFileSystem(*RunOptions_.MountConfig, RunOptions_.DataTable);
@@ -585,9 +605,11 @@ int TFacadeRunner::DoMain(int argc, const char *argv[]) {
             return -1;
         }
 
-        moduleResolver = std::make_shared<TModuleResolver>(translators, std::move(modules), ctx.NextUniqueId, ClusterMapping_, RunOptions_.SqlFlags, RunOptions_.Mode >= ERunMode::Validate);
+        moduleResolver = std::make_shared<TModuleResolver>(translators, std::move(modules), ctx.NextUniqueId,
+            ClusterMapping_, RunOptions_.SqlFlags, RunOptions_.Mode >= ERunMode::Validate, THolder<TExprContext>(), moduleChecker);
     } else {
-        if (!GetYqlDefaultModuleResolver(ctx, moduleResolver, ClusterMapping_, RunOptions_.OptimizeLibs && RunOptions_.Mode >= ERunMode::Validate)) {
+        if (!GetYqlDefaultModuleResolver(ctx, moduleResolver, ClusterMapping_,
+            RunOptions_.OptimizeLibs && RunOptions_.Mode >= ERunMode::Validate, moduleChecker)) {
             *RunOptions_.ErrStream << "Errors loading default YQL libraries:" << Endl;
             ctx.IssueManager.GetIssues().PrintTo(*RunOptions_.ErrStream);
             return -1;
@@ -746,6 +768,14 @@ int TFacadeRunner::DoRun(TProgramFactory& factory) {
                 return -1;
             }
         }
+        if (!fail && RunOptions_.TestLexers && 1 == RunOptions_.SyntaxVersion) {
+            TIssues issues;
+            if (!NSQLTranslationV1::CheckLexers({}, RunOptions_.ProgramText, issues)) {
+                *RunOptions_.ErrStream << "Lexers mismatched" << Endl;
+                issues.PrintTo(*RunOptions_.ErrStream);
+                return -1;
+            }
+        }
     } else {
         RunOptions_.PrintInfo("Parse YQL...");
         if (!program->ParseYql()) {
diff --git a/yql/essentials/tools/yql_facade_run/yql_facade_run.h b/yql/essentials/tools/yql_facade_run/yql_facade_run.h
index d6037766c6f..e7169322924 100644
--- a/yql/essentials/tools/yql_facade_run/yql_facade_run.h
+++ b/yql/essentials/tools/yql_facade_run/yql_facade_run.h
@@ -86,6 +86,7 @@ public:
     bool TestAntlr4 = false;
     bool AssumeYdbOnClusterWithSlash = false;
     bool TestSqlFormat = false;
+    bool TestLexers = false;
     THashMap<TString, NSQLTranslation::TTableBindingSettings> Bindings;
 
     bool PrintAst = false;
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/result.json b/yql/essentials/udfs/common/protobuf/test/canondata/result.json
index be8251f2ae0..b9ced890508 100644
--- a/yql/essentials/udfs/common/protobuf/test/canondata/result.json
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/result.json
@@ -39,11 +39,44 @@
             "uri": "https://storage.yandex-team.ru/get-devtools/1923547/edc65c62e064cae64c748b355e12a480cac0c768/resource.tar.gz#test.test_YQL-8307_/results.txt"
         }
     ],
-    "test.test[recursion_bytes]": [
+    "test.test[map_bytes_v1]": [
         {
-            "checksum": "eeb1ca24bdc09529bd0a320965b3123d",
-            "size": 1241,
-            "uri": "https://storage.yandex-team.ru/get-devtools/1937492/9579ab43fa70f08e465aa7673b27a5da5460a75e/resource.tar.gz#test.test_recursion_bytes_/results.txt"
+            "uri": "file://test.test_map_bytes_v1_/results.txt"
+        }
+    ],
+    "test.test[map_bytes_v2]": [
+        {
+            "uri": "file://test.test_map_bytes_v2_/results.txt"
+        }
+    ],
+    "test.test[oneof_bytes_v1_fail]": [
+        {
+            "uri": "file://test.test_oneof_bytes_v1_fail_/extracted"
+        }
+    ],
+    "test.test[oneof_bytes_v1_success]": [
+        {
+            "uri": "file://test.test_oneof_bytes_v1_success_/results.txt"
+        }
+    ],
+    "test.test[oneof_bytes_v2]": [
+        {
+            "uri": "file://test.test_oneof_bytes_v2_/results.txt"
+        }
+    ],
+    "test.test[recursion_bytes_v1_fail_empty_optional]": [
+        {
+            "uri": "file://test.test_recursion_bytes_v1_fail_empty_optional_/extracted"
+        }
+    ],
+    "test.test[recursion_bytes_v1_success]": [
+        {
+            "uri": "file://test.test_recursion_bytes_v1_success_/results.txt"
+        }
+    ],
+    "test.test[recursion_bytes_v2]": [
+        {
+            "uri": "file://test.test_recursion_bytes_v2_/results.txt"
         }
     ],
     "test.test[recursion_fail]": [
@@ -53,9 +86,7 @@
     ],
     "test.test[recursion_ignore]": [
         {
-            "checksum": "eeb1ca24bdc09529bd0a320965b3123d",
-            "size": 1241,
-            "uri": "https://storage.yandex-team.ru/get-devtools/1937492/9579ab43fa70f08e465aa7673b27a5da5460a75e/resource.tar.gz#test.test_recursion_ignore_/results.txt"
+            "uri": "file://test.test_recursion_ignore_/results.txt"
         }
     ],
     "test.test[syntax_aware_empty_nested_message]": [
@@ -93,32 +124,34 @@
             "uri": "https://storage.yandex-team.ru/get-devtools/1936947/d770c9a45c5df4db61873fc48e1cb5961f774af6/resource.tar.gz#test.test_yt_mode_map_/results.txt"
         }
     ],
+    "test.test[yt_mode_map_recursive_v1]": [
+        {
+            "uri": "file://test.test_yt_mode_map_recursive_v1_/results.txt"
+        }
+    ],
+    "test.test[yt_mode_map_recursive_v2]": [
+        {
+            "uri": "file://test.test_yt_mode_map_recursive_v2_/results.txt"
+        }
+    ],
     "test.test[yt_mode_no_ser]": [
         {
-            "checksum": "eeb1ca24bdc09529bd0a320965b3123d",
-            "size": 1241,
-            "uri": "https://storage.yandex-team.ru/get-devtools/1937492/9579ab43fa70f08e465aa7673b27a5da5460a75e/resource.tar.gz#test.test_yt_mode_no_ser_/results.txt"
+            "uri": "file://test.test_yt_mode_no_ser_/results.txt"
         }
     ],
     "test.test[yt_mode_plain]": [
         {
-            "checksum": "7321635f17c1f8fdb75d96bb2a3ce4d1",
-            "size": 1796,
-            "uri": "https://storage.yandex-team.ru/get-devtools/1937492/9579ab43fa70f08e465aa7673b27a5da5460a75e/resource.tar.gz#test.test_yt_mode_plain_/results.txt"
+            "uri": "file://test.test_yt_mode_plain_/results.txt"
         }
     ],
     "test.test[yt_mode_ser_pb]": [
         {
-            "checksum": "eeb1ca24bdc09529bd0a320965b3123d",
-            "size": 1241,
-            "uri": "https://storage.yandex-team.ru/get-devtools/1937492/9579ab43fa70f08e465aa7673b27a5da5460a75e/resource.tar.gz#test.test_yt_mode_ser_pb_/results.txt"
+            "uri": "file://test.test_yt_mode_ser_pb_/results.txt"
         }
     ],
     "test.test[yt_mode_ser_yt]": [
         {
-            "checksum": "eeb1ca24bdc09529bd0a320965b3123d",
-            "size": 1241,
-            "uri": "https://storage.yandex-team.ru/get-devtools/1937492/9579ab43fa70f08e465aa7673b27a5da5460a75e/resource.tar.gz#test.test_yt_mode_ser_yt_/results.txt"
+            "uri": "file://test.test_yt_mode_ser_yt_/results.txt"
         }
     ],
     "test.test[yt_mode_variant]": [
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_YQL-19040_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_YQL-19040_/results.txt
index 67f6ba046e3..b42aff88de3 100644
--- a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_YQL-19040_/results.txt
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_YQL-19040_/results.txt
@@ -10,6 +10,240 @@
                             [
                                 "column0";
                                 [
+                                    "StructType";
+                                    [
+                                        [
+                                            "dict1";
+                                            [
+                                                "DictType";
+                                                [
+                                                    "DataType";
+                                                    "String"
+                                                ];
+                                                [
+                                                    "StructType";
+                                                    [
+                                                        [
+                                                            "a";
+                                                            [
+                                                                "OptionalType";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ]
+                                        ];
+                                        [
+                                            "dict2";
+                                            [
+                                                "OptionalType";
+                                                [
+                                                    "DictType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ];
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "a";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ]
+                                        ];
+                                        [
+                                            "dict3";
+                                            [
+                                                "ListType";
+                                                [
+                                                    "StructType";
+                                                    [
+                                                        [
+                                                            "key";
+                                                            [
+                                                                "OptionalType";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ];
+                                                        [
+                                                            "value";
+                                                            [
+                                                                "OptionalType";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ]
+                                        ];
+                                        [
+                                            "dict4";
+                                            [
+                                                "ListType";
+                                                [
+                                                    "StructType";
+                                                    [
+                                                        [
+                                                            "key";
+                                                            [
+                                                                "OptionalType";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ];
+                                                        [
+                                                            "value";
+                                                            [
+                                                                "OptionalType";
+                                                                [
+                                                                    "StructType";
+                                                                    [
+                                                                        [
+                                                                            "a";
+                                                                            [
+                                                                                "OptionalType";
+                                                                                [
+                                                                                    "DataType";
+                                                                                    "String"
+                                                                                ]
+                                                                            ]
+                                                                        ]
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ]
+                                        ];
+                                        [
+                                            "dict5";
+                                            [
+                                                "DictType";
+                                                [
+                                                    "DataType";
+                                                    "String"
+                                                ];
+                                                [
+                                                    "DataType";
+                                                    "String"
+                                                ]
+                                            ]
+                                        ];
+                                        [
+                                            "dict6";
+                                            [
+                                                "OptionalType";
+                                                [
+                                                    "DictType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ];
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ]
+                                        ];
+                                        [
+                                            "dict7";
+                                            [
+                                                "ListType";
+                                                [
+                                                    "StructType";
+                                                    [
+                                                        [
+                                                            "key";
+                                                            [
+                                                                "OptionalType";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ];
+                                                        [
+                                                            "value";
+                                                            [
+                                                                "OptionalType";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ]
+                                        ];
+                                        [
+                                            "dict8";
+                                            [
+                                                "ListType";
+                                                [
+                                                    "StructType";
+                                                    [
+                                                        [
+                                                            "key";
+                                                            [
+                                                                "OptionalType";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ];
+                                                        [
+                                                            "value";
+                                                            [
+                                                                "OptionalType";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "DataType";
+                                    "String"
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
                                     "DataType";
                                     "String"
                                 ]
@@ -19,6 +253,97 @@
                 ];
                 "Data" = [
                     [
+                        [
+                            [
+                                [
+                                    "k2";
+                                    [
+                                        [
+                                            "0"
+                                        ]
+                                    ]
+                                ];
+                                [
+                                    "k1";
+                                    [
+                                        [
+                                            "1"
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                [
+                                    [
+                                        "k2";
+                                        [
+                                            [
+                                                "2"
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                [
+                                    [
+                                        "k3"
+                                    ];
+                                    [
+                                        "\n\0013"
+                                    ]
+                                ]
+                            ];
+                            [
+                                [
+                                    [
+                                        "k4"
+                                    ];
+                                    [
+                                        [
+                                            [
+                                                "4"
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                [
+                                    "k5";
+                                    "v5"
+                                ]
+                            ];
+                            [
+                                [
+                                    [
+                                        "k6";
+                                        "v6"
+                                    ]
+                                ]
+                            ];
+                            [
+                                [
+                                    [
+                                        "k7"
+                                    ];
+                                    [
+                                        "v7"
+                                    ]
+                                ]
+                            ];
+                            [
+                                [
+                                    [
+                                        "k8"
+                                    ];
+                                    [
+                                        "v8"
+                                    ]
+                                ]
+                            ]
+                        ];
+                        "\n\t\n\2k1\x12\3\n\0011\n\t\n\2k2\x12\3\n\0010\x12\t\n\2k2\x12\3\n\0012\x1A\t\n\2k3\x12\3\n\0013\"\t\n\2k4\x12\3\n\0014*\x08\n\2k5\x12\2v52\x08\n\2k6\x12\2v6:\x08\n\2k7\x12\2v7B\x08\n\2k8\x12\2v8";
                         "Success"
                     ]
                 ]
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_map_bytes_v1_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_map_bytes_v1_/results.txt
new file mode 100644
index 00000000000..875a320bd31
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_map_bytes_v1_/results.txt
@@ -0,0 +1,136 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "TestField";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "map1";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "map2";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        [
+                            "{\"map1\": [{\"key\": \"key1\", \"value\": \"\"}], \"map2\": [{\"key\": \"key3\", \"value\": {\"map1\": [{\"key\": \"nestedKey\", \"value\": \"nestedValue\"}], \"map2\": [{\"key\": \"key4\"}]}}]}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "key1"
+                                        ];
+                                        #
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "key3"
+                                        ];
+                                        "\n\x18\n\tnestedKey\x12\x0BnestedValue\x12\x08\n\4key4\x12\0"
+                                    ]
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"map2\":\n    [\n      {\n        \"key\":\"key3\",\n        \"value\":\n          {\n            \"map2\":\n              [\n                {\n                  \"key\":\"key4\",\n                  \"value\":\n                    {\n                    }\n                }\n              ],\n            \"map1\":\n              [\n                {\n                  \"key\":\"nestedKey\",\n                  \"value\":\"nestedValue\"\n                }\n              ]\n          }\n      }\n    ],\n  \"map1\":\n    [\n      {\n        \"key\":\"key1\"\n      }\n    ]\n}"
+                        ]
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_map_bytes_v2_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_map_bytes_v2_/results.txt
new file mode 100644
index 00000000000..225ec211e97
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_map_bytes_v2_/results.txt
@@ -0,0 +1,141 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "TestField";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "map1";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "map2";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        [
+                            "{\"map1\": [{\"key\": \"key1\", \"value\": \"\"}], \"map2\": [{\"key\": \"key3\", \"value\": {\"map1\": [{\"key\": \"nestedKey\", \"value\": \"nestedValue\"}], \"map2\": [{\"key\": \"key4\"}]}}]}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "key1"
+                                        ];
+                                        #
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "key3"
+                                        ];
+                                        [
+                                            "\n\x18\n\tnestedKey\x12\x0BnestedValue\x12\x08\n\4key4\x12\0"
+                                        ]
+                                    ]
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"map2\":\n    [\n      {\n        \"key\":\"key3\",\n        \"value\":\n          {\n            \"map2\":\n              [\n                {\n                  \"key\":\"key4\",\n                  \"value\":\n                    {\n                    }\n                }\n              ],\n            \"map1\":\n              [\n                {\n                  \"key\":\"nestedKey\",\n                  \"value\":\"nestedValue\"\n                }\n              ]\n          }\n      }\n    ],\n  \"map1\":\n    [\n      {\n        \"key\":\"key1\"\n      }\n    ]\n}"
+                        ]
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_oneof_bytes_v1_fail_/extracted b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_oneof_bytes_v1_fail_/extracted
new file mode 100644
index 00000000000..0ff0475174a
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_oneof_bytes_v1_fail_/extracted
@@ -0,0 +1,8 @@
+<tmp_path>/program.sql:<main>: Error: Execution
+
+    <tmp_path>/program.sql:<main>:62:1: Error: Execution of node: YtMap!
+    	SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField)) FROM plato.Input;
+	^
+        <tmp_path>/program.sql:<main>:62:1: Error: The recursive field 'Test.test' was attempted to be parsed as a string, but actually it has no value. Consider using the BytesV2 parsing mode to allow for optional recursive messages.
+        	SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField)) FROM plato.Input;
+	^
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_oneof_bytes_v1_success_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_oneof_bytes_v1_success_/results.txt
new file mode 100644
index 00000000000..fab3b26ecc9
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_oneof_bytes_v1_success_/results.txt
@@ -0,0 +1,80 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "TestField";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "str";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "test";
+                                                [
+                                                    "DataType";
+                                                    "String"
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        [
+                            "{\"test\":{\"str\":\"string value\"}}"
+                        ];
+                        [
+                            [
+                                #;
+                                "\x12\x0Cstring value"
+                            ]
+                        ];
+                        [
+                            "{\n  \"test\":\n    {\n      \"str\":\"string value\"\n    }\n}"
+                        ]
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_oneof_bytes_v2_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_oneof_bytes_v2_/results.txt
new file mode 100644
index 00000000000..b83b4255708
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_oneof_bytes_v2_/results.txt
@@ -0,0 +1,101 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "TestField";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "str";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "test";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        [
+                            "{\"str\":\"string value\"}"
+                        ];
+                        [
+                            [
+                                [
+                                    "string value"
+                                ];
+                                #
+                            ]
+                        ];
+                        [
+                            "{\n  \"str\":\"string value\"\n}"
+                        ]
+                    ];
+                    [
+                        [
+                            "{\"test\":{\"str\":\"string value\"}}"
+                        ];
+                        [
+                            [
+                                #;
+                                [
+                                    "\x12\x0Cstring value"
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"test\":\n    {\n      \"str\":\"string value\"\n    }\n}"
+                        ]
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_recursion_bytes_v1_fail_empty_optional_/extracted b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_recursion_bytes_v1_fail_empty_optional_/extracted
new file mode 100644
index 00000000000..0ebc6d4b38e
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_recursion_bytes_v1_fail_empty_optional_/extracted
@@ -0,0 +1,8 @@
+<tmp_path>/program.sql:<main>: Error: Execution
+
+    <tmp_path>/program.sql:<main>:98:1: Error: Execution of node: YtMap!
+    	SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField))
+	^
+        <tmp_path>/program.sql:<main>:98:1: Error: The recursive field 'Test.test' was attempted to be parsed as a string, but actually it has no value. Consider using the BytesV2 parsing mode to allow for optional recursive messages.
+        	SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField))
+	^
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_recursion_bytes_v1_success_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_recursion_bytes_v1_success_/results.txt
new file mode 100644
index 00000000000..c1ab939ce9e
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_recursion_bytes_v1_success_/results.txt
@@ -0,0 +1,346 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "TestField";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "inner";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "i";
+                                                                [
+                                                                    "StructType";
+                                                                    [
+                                                                        [
+                                                                            "a";
+                                                                            [
+                                                                                "DataType";
+                                                                                "String"
+                                                                            ]
+                                                                        ]
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "number";
+                                                [
+                                                    "DataType";
+                                                    "Int64"
+                                                ]
+                                            ];
+                                            [
+                                                "repeated";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "req";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "req";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "test";
+                                                [
+                                                    "DataType";
+                                                    "String"
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column3";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "inner";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "i";
+                                                                [
+                                                                    "StructType";
+                                                                    [
+                                                                        [
+                                                                            "a";
+                                                                            [
+                                                                                "DataType";
+                                                                                "String"
+                                                                            ]
+                                                                        ]
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "number";
+                                                [
+                                                    "DataType";
+                                                    "Int64"
+                                                ]
+                                            ];
+                                            [
+                                                "repeated";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "ListType";
+                                                        [
+                                                            "DataType";
+                                                            "String"
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "req";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "req";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "test";
+                                                [
+                                                    "DataType";
+                                                    "String"
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column4";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        [
+                            "{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"test\": {\"number\": 5, \"inner\": {\"i\": {\"a\": \"optional hello\"}}}, \"repeated\": []}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                [];
+                                #;
+                                "\n\x12\n\x10\n\x0Eoptional hello0\5"
+                            ]
+                        ];
+                        [
+                            "{\n  \"number\":5,\n  \"test\":\n    {\n      \"number\":5,\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"optional hello\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                #;
+                                #;
+                                "\n\x12\n\x10\n\x0Eoptional hello0\5"
+                            ]
+                        ];
+                        [
+                            "{\n  \"number\":5,\n  \"test\":\n    {\n      \"number\":5,\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"optional hello\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ]
+                    ];
+                    [
+                        [
+                            "{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"test\": {\"number\": 5, \"inner\": {\"i\": {\"a\": \"optional data\"}}}, \"repeated\": [{\"number\": 5, \"inner\": {\"i\": {\"a\": \"repeated hello\"}}}]}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                [
+                                    "\n\x12\n\x10\n\x0Erepeated hello0\5"
+                                ];
+                                #;
+                                "\n\x11\n\x0F\n\roptional data0\5"
+                            ]
+                        ];
+                        [
+                            "{\n  \"number\":5,\n  \"repeated\":\n    [\n      {\n        \"number\":5,\n        \"inner\":\n          {\n            \"i\":\n              {\n                \"a\":\"repeated hello\"\n              }\n          }\n      }\n    ],\n  \"test\":\n    {\n      \"number\":5,\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"optional data\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                [
+                                    [
+                                        "\n\x12\n\x10\n\x0Erepeated hello0\5"
+                                    ]
+                                ];
+                                #;
+                                "\n\x11\n\x0F\n\roptional data0\5"
+                            ]
+                        ];
+                        [
+                            "{\n  \"number\":5,\n  \"repeated\":\n    [\n      {\n        \"number\":5,\n        \"inner\":\n          {\n            \"i\":\n              {\n                \"a\":\"repeated hello\"\n              }\n          }\n      }\n    ],\n  \"test\":\n    {\n      \"number\":5,\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"optional data\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ]
+                    ];
+                    [
+                        [
+                            "{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"req\": {\"req\": {\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"repeated\": []}}, \"test\": {\"number\": 5, \"inner\": {\"i\": {\"a\": \"optional hello\"}}}, \"repeated\": []}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                [];
+                                [
+                                    [
+                                        "\n\t\n\7\n\5hello0\5"
+                                    ]
+                                ];
+                                "\n\x12\n\x10\n\x0Eoptional hello0\5"
+                            ]
+                        ];
+                        [
+                            "{\n  \"req\":\n    {\n      \"req\":\n        {\n          \"number\":5,\n          \"inner\":\n            {\n              \"i\":\n                {\n                  \"a\":\"hello\"\n                }\n            }\n        }\n    },\n  \"number\":5,\n  \"test\":\n    {\n      \"number\":5,\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"optional hello\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                #;
+                                [
+                                    [
+                                        "\n\t\n\7\n\5hello0\5"
+                                    ]
+                                ];
+                                "\n\x12\n\x10\n\x0Eoptional hello0\5"
+                            ]
+                        ];
+                        [
+                            "{\n  \"req\":\n    {\n      \"req\":\n        {\n          \"number\":5,\n          \"inner\":\n            {\n              \"i\":\n                {\n                  \"a\":\"hello\"\n                }\n            }\n        }\n    },\n  \"number\":5,\n  \"test\":\n    {\n      \"number\":5,\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"optional hello\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ]
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_recursion_bytes_v2_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_recursion_bytes_v2_/results.txt
new file mode 100644
index 00000000000..86bd3de65a6
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_recursion_bytes_v2_/results.txt
@@ -0,0 +1,405 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "TestField";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "inner";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "i";
+                                                                [
+                                                                    "StructType";
+                                                                    [
+                                                                        [
+                                                                            "a";
+                                                                            [
+                                                                                "DataType";
+                                                                                "String"
+                                                                            ]
+                                                                        ]
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "number";
+                                                [
+                                                    "DataType";
+                                                    "Int64"
+                                                ]
+                                            ];
+                                            [
+                                                "repeated";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "req";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "req";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "test";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column3";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "inner";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "i";
+                                                                [
+                                                                    "StructType";
+                                                                    [
+                                                                        [
+                                                                            "a";
+                                                                            [
+                                                                                "DataType";
+                                                                                "String"
+                                                                            ]
+                                                                        ]
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "number";
+                                                [
+                                                    "DataType";
+                                                    "Int64"
+                                                ]
+                                            ];
+                                            [
+                                                "repeated";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "ListType";
+                                                        [
+                                                            "DataType";
+                                                            "String"
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "req";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "req";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "test";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column4";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        [
+                            "{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"repeated\": []}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                [];
+                                #;
+                                #
+                            ]
+                        ];
+                        [
+                            "{\n  \"number\":5,\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                #;
+                                #;
+                                #
+                            ]
+                        ];
+                        [
+                            "{\n  \"number\":5,\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ]
+                    ];
+                    [
+                        [
+                            "{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"test\": {\"number\": 5, \"inner\": {\"i\": {\"a\": \"optional hello\"}}}, \"repeated\": []}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                [];
+                                #;
+                                [
+                                    "\n\x12\n\x10\n\x0Eoptional hello0\5"
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"number\":5,\n  \"test\":\n    {\n      \"number\":5,\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"optional hello\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                #;
+                                #;
+                                [
+                                    "\n\x12\n\x10\n\x0Eoptional hello0\5"
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"number\":5,\n  \"test\":\n    {\n      \"number\":5,\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"optional hello\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ]
+                    ];
+                    [
+                        [
+                            "{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"test\": {\"number\": 5, \"inner\": {\"i\": {\"a\": \"optional data\"}}}, \"repeated\": [{\"number\": 5, \"inner\": {\"i\": {\"a\": \"repeated hello\"}}}]}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                [
+                                    "\n\x12\n\x10\n\x0Erepeated hello0\5"
+                                ];
+                                #;
+                                [
+                                    "\n\x11\n\x0F\n\roptional data0\5"
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"number\":5,\n  \"repeated\":\n    [\n      {\n        \"number\":5,\n        \"inner\":\n          {\n            \"i\":\n              {\n                \"a\":\"repeated hello\"\n              }\n          }\n      }\n    ],\n  \"test\":\n    {\n      \"number\":5,\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"optional data\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                [
+                                    [
+                                        "\n\x12\n\x10\n\x0Erepeated hello0\5"
+                                    ]
+                                ];
+                                #;
+                                [
+                                    "\n\x11\n\x0F\n\roptional data0\5"
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"number\":5,\n  \"repeated\":\n    [\n      {\n        \"number\":5,\n        \"inner\":\n          {\n            \"i\":\n              {\n                \"a\":\"repeated hello\"\n              }\n          }\n      }\n    ],\n  \"test\":\n    {\n      \"number\":5,\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"optional data\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ]
+                    ];
+                    [
+                        [
+                            "{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"req\": {\"req\": {\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"repeated\": []}}, \"test\": {\"number\": 5, \"inner\": {\"i\": {\"a\": \"optional hello\"}}}, \"repeated\": []}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                [];
+                                [
+                                    [
+                                        "\n\t\n\7\n\5hello0\5"
+                                    ]
+                                ];
+                                [
+                                    "\n\x12\n\x10\n\x0Eoptional hello0\5"
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"req\":\n    {\n      \"req\":\n        {\n          \"number\":5,\n          \"inner\":\n            {\n              \"i\":\n                {\n                  \"a\":\"hello\"\n                }\n            }\n        }\n    },\n  \"number\":5,\n  \"test\":\n    {\n      \"number\":5,\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"optional hello\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "hello"
+                                        ]
+                                    ]
+                                ];
+                                "5";
+                                #;
+                                [
+                                    [
+                                        "\n\t\n\7\n\5hello0\5"
+                                    ]
+                                ];
+                                [
+                                    "\n\x12\n\x10\n\x0Eoptional hello0\5"
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"req\":\n    {\n      \"req\":\n        {\n          \"number\":5,\n          \"inner\":\n            {\n              \"i\":\n                {\n                  \"a\":\"hello\"\n                }\n            }\n        }\n    },\n  \"number\":5,\n  \"test\":\n    {\n      \"number\":5,\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"optional hello\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ]
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_recursion_ignore_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_recursion_ignore_/results.txt
new file mode 100644
index 00000000000..a1805b10231
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_recursion_ignore_/results.txt
@@ -0,0 +1,119 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "TestField";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "inner";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "i";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "StructType";
+                                                                        [
+                                                                            [
+                                                                                "a";
+                                                                                [
+                                                                                    "OptionalType";
+                                                                                    [
+                                                                                        "DataType";
+                                                                                        "String"
+                                                                                    ]
+                                                                                ]
+                                                                            ]
+                                                                        ]
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "test";
+                                                [
+                                                    "VoidType"
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column3";
+                                [
+                                    "DataType";
+                                    "String"
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        [
+                            "{\"inner\":{\"i\":{\"a\":\"hello\"}},\"test\":{\"inner\":{\"i\":{\"a\":\"bye\"}}}}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            [
+                                                [
+                                                    "hello"
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ];
+                                "Void"
+                            ]
+                        ];
+                        [
+                            "{\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ];
+                        "Success"
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_map_recursive_v1_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_map_recursive_v1_/results.txt
new file mode 100644
index 00000000000..722909aa718
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_map_recursive_v1_/results.txt
@@ -0,0 +1,371 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "TestField";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "dict1";
+                                                [
+                                                    "DictType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ];
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict2";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DictType";
+                                                        [
+                                                            "DataType";
+                                                            "String"
+                                                        ];
+                                                        [
+                                                            "DataType";
+                                                            "String"
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict3";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict4";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict5";
+                                                [
+                                                    "DictType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ];
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict6";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DictType";
+                                                        [
+                                                            "DataType";
+                                                            "String"
+                                                        ];
+                                                        [
+                                                            "DataType";
+                                                            "String"
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict7";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict8";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "DataType";
+                                                                    "String"
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict9";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column3";
+                                [
+                                    "DataType";
+                                    "String"
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        [
+                            "{\"dict2\":[{\"key\":\"k2\",\"value\":{\"dict2\":[]}}],\"dict3\":[{\"key\":\"k3\",\"value\":{\"dict3\":[]}}],\"dict4\":[{\"key\":\"k4\",\"value\":{\"dict4\":[]}}],\"dict5\":[{\"key\":\"k5\",\"value\":{\"dict5\":[]}}],\"dict6\":[{\"key\":\"k6\",\"value\":{\"dict6\":[]}}],\"dict7\":[{\"key\":\"k7\",\"value\":{\"dict7\":[]}}],\"dict8\":[{\"key\":\"k8\",\"value\":{\"dict8\":[]}}], \"dict9\":[{\"key\":\"k9\",\"value\":{\"dict9\":[]}}]}, "
+                        ];
+                        [
+                            [
+                                [];
+                                [
+                                    [
+                                        [
+                                            "k2";
+                                            ""
+                                        ]
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "k3"
+                                        ];
+                                        [
+                                            ""
+                                        ]
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "k4"
+                                        ];
+                                        ""
+                                    ]
+                                ];
+                                [
+                                    [
+                                        "k5";
+                                        ""
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "k6";
+                                            ""
+                                        ]
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "k7"
+                                        ];
+                                        [
+                                            ""
+                                        ]
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "k8"
+                                        ];
+                                        ""
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "k9"
+                                        ];
+                                        [
+                                            ""
+                                        ]
+                                    ]
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"dict7\":\n    [\n      {\n        \"key\":\"k7\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict8\":\n    [\n      {\n        \"key\":\"k8\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict4\":\n    [\n      {\n        \"key\":\"k4\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict5\":\n    [\n      {\n        \"key\":\"k5\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict2\":\n    [\n      {\n        \"key\":\"k2\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict9\":\n    [\n      {\n        \"key\":\"k9\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict6\":\n    [\n      {\n        \"key\":\"k6\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict3\":\n    [\n      {\n        \"key\":\"k3\",\n        \"value\":\n          {\n          }\n      }\n    ]\n}"
+                        ];
+                        "Success"
+                    ];
+                    [
+                        [
+                            "{\"dict2\":[],\"dict3\":[],\"dict4\":[],\"dict5\":[],\"dict6\":[],\"dict7\":[],\"dict8\":[], \"dict9\":[]}"
+                        ];
+                        [
+                            [
+                                [];
+                                #;
+                                [];
+                                [];
+                                [];
+                                #;
+                                [];
+                                [];
+                                []
+                            ]
+                        ];
+                        [
+                            "{\n}"
+                        ];
+                        "Success"
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_map_recursive_v2_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_map_recursive_v2_/results.txt
new file mode 100644
index 00000000000..54698460f71
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_map_recursive_v2_/results.txt
@@ -0,0 +1,381 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "TestField";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "dict1";
+                                                [
+                                                    "DictType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ];
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict2";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DictType";
+                                                        [
+                                                            "DataType";
+                                                            "String"
+                                                        ];
+                                                        [
+                                                            "DataType";
+                                                            "String"
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict3";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict4";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict5";
+                                                [
+                                                    "DictType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ];
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict6";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DictType";
+                                                        [
+                                                            "DataType";
+                                                            "String"
+                                                        ];
+                                                        [
+                                                            "DataType";
+                                                            "String"
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict7";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict8";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "dict9";
+                                                [
+                                                    "ListType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "key";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ];
+                                                            [
+                                                                "value";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column3";
+                                [
+                                    "DataType";
+                                    "String"
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        [
+                            "{\"dict2\":[{\"key\":\"k2\",\"value\":{\"dict2\":[]}}],\"dict3\":[{\"key\":\"k3\",\"value\":{\"dict3\":[]}}],\"dict4\":[{\"key\":\"k4\",\"value\":{\"dict4\":[]}}],\"dict5\":[{\"key\":\"k5\",\"value\":{\"dict5\":[]}}],\"dict6\":[{\"key\":\"k6\",\"value\":{\"dict6\":[]}}],\"dict7\":[{\"key\":\"k7\",\"value\":{\"dict7\":[]}}],\"dict8\":[{\"key\":\"k8\",\"value\":{\"dict8\":[]}}], \"dict9\":[{\"key\":\"k9\",\"value\":{\"dict9\":[]}}]}, "
+                        ];
+                        [
+                            [
+                                [];
+                                [
+                                    [
+                                        [
+                                            "k2";
+                                            ""
+                                        ]
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "k3"
+                                        ];
+                                        [
+                                            ""
+                                        ]
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "k4"
+                                        ];
+                                        [
+                                            ""
+                                        ]
+                                    ]
+                                ];
+                                [
+                                    [
+                                        "k5";
+                                        ""
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "k6";
+                                            ""
+                                        ]
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "k7"
+                                        ];
+                                        [
+                                            ""
+                                        ]
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "k8"
+                                        ];
+                                        [
+                                            ""
+                                        ]
+                                    ]
+                                ];
+                                [
+                                    [
+                                        [
+                                            "k9"
+                                        ];
+                                        [
+                                            ""
+                                        ]
+                                    ]
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"dict7\":\n    [\n      {\n        \"key\":\"k7\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict8\":\n    [\n      {\n        \"key\":\"k8\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict4\":\n    [\n      {\n        \"key\":\"k4\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict5\":\n    [\n      {\n        \"key\":\"k5\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict2\":\n    [\n      {\n        \"key\":\"k2\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict9\":\n    [\n      {\n        \"key\":\"k9\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict6\":\n    [\n      {\n        \"key\":\"k6\",\n        \"value\":\n          {\n          }\n      }\n    ],\n  \"dict3\":\n    [\n      {\n        \"key\":\"k3\",\n        \"value\":\n          {\n          }\n      }\n    ]\n}"
+                        ];
+                        "Success"
+                    ];
+                    [
+                        [
+                            "{\"dict2\":[],\"dict3\":[],\"dict4\":[],\"dict5\":[],\"dict6\":[],\"dict7\":[],\"dict8\":[], \"dict9\":[]}"
+                        ];
+                        [
+                            [
+                                [];
+                                #;
+                                [];
+                                [];
+                                [];
+                                #;
+                                [];
+                                [];
+                                []
+                            ]
+                        ];
+                        [
+                            "{\n}"
+                        ];
+                        "Success"
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_no_ser_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_no_ser_/results.txt
new file mode 100644
index 00000000000..9f4e9169eb3
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_no_ser_/results.txt
@@ -0,0 +1,95 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "TestField";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "inner";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "test";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column3";
+                                [
+                                    "DataType";
+                                    "String"
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        [
+                            "{\"inner\":{\"i\":{\"a\":\"hello\"}},\"test\":{\"inner\":{\"i\":{\"a\":\"bye\"}}}}"
+                        ];
+                        [
+                            [
+                                [
+                                    "\n\7\n\5hello"
+                                ];
+                                [
+                                    "\n\7\n\5\n\3bye"
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"test\":\n    {\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"bye\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ];
+                        "Success"
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_plain_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_plain_/results.txt
new file mode 100644
index 00000000000..4a00215f9cc
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_plain_/results.txt
@@ -0,0 +1,215 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "TestField";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "inner";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column3";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "inner";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "i";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "StructType";
+                                                                        [
+                                                                            [
+                                                                                "a";
+                                                                                [
+                                                                                    "OptionalType";
+                                                                                    [
+                                                                                        "DataType";
+                                                                                        "String"
+                                                                                    ]
+                                                                                ]
+                                                                            ]
+                                                                        ]
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column4";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column5";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "inner";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column6";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        [
+                            "{\"inner\":{\"i\":{\"a\":\"hello\"}}}"
+                        ];
+                        [
+                            [
+                                [
+                                    "\n\7\n\5hello"
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            [
+                                                [
+                                                    "hello"
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ];
+                        [
+                            [
+                                [
+                                    "\n\7\n\5hello"
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ]
+                    ];
+                    [
+                        [
+                            "{}"
+                        ];
+                        [
+                            [
+                                #
+                            ]
+                        ];
+                        [
+                            "{\n}"
+                        ];
+                        [
+                            [
+                                #
+                            ]
+                        ];
+                        [
+                            "{\n}"
+                        ];
+                        [
+                            [
+                                #
+                            ]
+                        ];
+                        [
+                            "{\n}"
+                        ]
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_ser_pb_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_ser_pb_/results.txt
new file mode 100644
index 00000000000..9f4e9169eb3
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_ser_pb_/results.txt
@@ -0,0 +1,95 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "TestField";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "inner";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "test";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "DataType";
+                                                        "String"
+                                                    ]
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column3";
+                                [
+                                    "DataType";
+                                    "String"
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        [
+                            "{\"inner\":{\"i\":{\"a\":\"hello\"}},\"test\":{\"inner\":{\"i\":{\"a\":\"bye\"}}}}"
+                        ];
+                        [
+                            [
+                                [
+                                    "\n\7\n\5hello"
+                                ];
+                                [
+                                    "\n\7\n\5\n\3bye"
+                                ]
+                            ]
+                        ];
+                        [
+                            "{\n  \"test\":\n    {\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"bye\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ];
+                        "Success"
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_ser_yt_/results.txt b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_ser_yt_/results.txt
new file mode 100644
index 00000000000..3e5c425b434
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/canondata/test.test_yt_mode_ser_yt_/results.txt
@@ -0,0 +1,105 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "TestField";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "StructType";
+                                        [
+                                            [
+                                                "inner";
+                                                [
+                                                    "OptionalType";
+                                                    [
+                                                        "StructType";
+                                                        [
+                                                            [
+                                                                "i";
+                                                                [
+                                                                    "OptionalType";
+                                                                    [
+                                                                        "DataType";
+                                                                        "String"
+                                                                    ]
+                                                                ]
+                                                            ]
+                                                        ]
+                                                    ]
+                                                ]
+                                            ];
+                                            [
+                                                "test";
+                                                [
+                                                    "DataType";
+                                                    "String"
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column2";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "DataType";
+                                        "String"
+                                    ]
+                                ]
+                            ];
+                            [
+                                "column3";
+                                [
+                                    "DataType";
+                                    "String"
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        [
+                            "{\"inner\":{\"i\":{\"a\":\"hello\"}},\"test\":{\"inner\":{\"i\":{\"a\":\"bye\"}}}}"
+                        ];
+                        [
+                            [
+                                [
+                                    [
+                                        [
+                                            "\n\5hello"
+                                        ]
+                                    ]
+                                ];
+                                "\n\7\n\5\n\3bye"
+                            ]
+                        ];
+                        [
+                            "{\n  \"test\":\n    {\n      \"inner\":\n        {\n          \"i\":\n            {\n              \"a\":\"bye\"\n            }\n        }\n    },\n  \"inner\":\n    {\n      \"i\":\n        {\n          \"a\":\"hello\"\n        }\n    }\n}"
+                        ];
+                        "Success"
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/YQL-19040.sql b/yql/essentials/udfs/common/protobuf/test/cases/YQL-19040.sql
index 895929c06c9..1b51ce590fa 100644
--- a/yql/essentials/udfs/common/protobuf/test/cases/YQL-19040.sql
+++ b/yql/essentials/udfs/common/protobuf/test/cases/YQL-19040.sql
@@ -59,4 +59,4 @@ $udfParseJson = Udf(Protobuf::Parse, $config_json as TypeConfig);
 $udfParseBin = Udf(Protobuf::Parse, $config_bin as TypeConfig);
 $udfSerializeBin = Udf(Protobuf::Serialize, $config_bin as TypeConfig);
 
-SELECT Ensure("Success", $udfParseJson($dat) == $udfParseBin($udfSerializeBin($udfParseJson($dat))), "Fail");
\ No newline at end of file
+SELECT $udfParseJson($dat), $udfSerializeBin($udfParseJson($dat)), Ensure("Success", $udfParseJson($dat) == $udfParseBin($udfSerializeBin($udfParseJson($dat))), "Fail");
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v1.in b/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v1.in
new file mode 100644
index 00000000000..c533e10fb19
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v1.in
@@ -0,0 +1 @@
+{"TestField"="{\"map1\": [{\"key\": \"key1\", \"value\": \"\"}], \"map2\": [{\"key\": \"key3\", \"value\": {\"map1\": [{\"key\": \"nestedKey\", \"value\": \"nestedValue\"}], \"map2\": [{\"key\": \"key4\"}]}}]}"};
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes.in.attr b/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v1.in.attr
index f10d440a236..f10d440a236 100644
--- a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes.in.attr
+++ b/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v1.in.attr
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v1.sql b/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v1.sql
new file mode 100644
index 00000000000..428adb2a73f
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v1.sql
@@ -0,0 +1,30 @@
+/*
+
+syntax='proto3';
+
+message Test {
+  map<string, string> map1 = 1;
+  map<string, Test> map2 = 2;
+};
+
+*/
+
+$config = @@{
+  "name": "Test",
+  "format": "json",
+  "skip": 0,
+  "lists": {
+    "optional": false
+  },
+  "meta": "H4sIAAAAAAAAA+N6xcglUpJboOec457pmJVVUemmV1CUX5KvdJKRiyUktbhESJmLJTexwFCCUYFZg9uIXw8kqOcLFHHNKymqDAJLQhUZSTChKTJCKDKSMufihOsTEuBizk6tBJrKqMEZBGIKiXCxliXmlKYCDQGJQThWTBaMUnZgjUa4NEoja+Q2YgXbjqQ/iQ3sJWMARIs/0+0AAAA=",
+  "view": {
+    "recursion": "bytes",
+    "enum": "number"
+  }
+}@@;
+
+$udfPar = Udf(Protobuf::Parse, $config as TypeConfig);
+$udfSer = Udf(Protobuf::Serialize, $config as TypeConfig);
+
+SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField)) FROM plato.Input;
+
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v2.in b/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v2.in
new file mode 100644
index 00000000000..c533e10fb19
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v2.in
@@ -0,0 +1 @@
+{"TestField"="{\"map1\": [{\"key\": \"key1\", \"value\": \"\"}], \"map2\": [{\"key\": \"key3\", \"value\": {\"map1\": [{\"key\": \"nestedKey\", \"value\": \"nestedValue\"}], \"map2\": [{\"key\": \"key4\"}]}}]}"};
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v2.in.attr b/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v2.in.attr
new file mode 100644
index 00000000000..f10d440a236
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v2.in.attr
@@ -0,0 +1 @@
+{schema=[{name=TestField;type=string}]}
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v2.sql b/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v2.sql
new file mode 100644
index 00000000000..4ed81752643
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/map_bytes_v2.sql
@@ -0,0 +1,30 @@
+/*
+
+syntax='proto3';
+
+message Test {
+  map<string, string> map1 = 1;
+  map<string, Test> map2 = 2;
+};
+
+*/
+
+$config = @@{
+  "name": "Test",
+  "format": "json",
+  "skip": 0,
+  "lists": {
+    "optional": false
+  },
+  "meta": "H4sIAAAAAAAAA+N6xcglUpJboOec457pmJVVUemmV1CUX5KvdJKRiyUktbhESJmLJTexwFCCUYFZg9uIXw8kqOcLFHHNKymqDAJLQhUZSTChKTJCKDKSMufihOsTEuBizk6tBJrKqMEZBGIKiXCxliXmlKYCDQGJQThWTBaMUnZgjUa4NEoja+Q2YgXbjqQ/iQ3sJWMARIs/0+0AAAA=",
+  "view": {
+    "recursion": "bytesV2",
+    "enum": "number"
+  }
+}@@;
+
+$udfPar = Udf(Protobuf::Parse, $config as TypeConfig);
+$udfSer = Udf(Protobuf::Serialize, $config as TypeConfig);
+
+SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField)) FROM plato.Input;
+
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_fail.cfg b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_fail.cfg
new file mode 100644
index 00000000000..732ab13335f
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_fail.cfg
@@ -0,0 +1,2 @@
+in plato.Input oneof_bytes_v1_fail.in
+xfail
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_fail.in b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_fail.in
new file mode 100644
index 00000000000..d65d62216d6
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_fail.in
@@ -0,0 +1 @@
+{"TestField"="{\"str\":\"string value\"}"};
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_fail.in.attr b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_fail.in.attr
new file mode 100644
index 00000000000..f10d440a236
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_fail.in.attr
@@ -0,0 +1 @@
+{schema=[{name=TestField;type=string}]}
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_fail.sql b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_fail.sql
new file mode 100644
index 00000000000..812467e72c2
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_fail.sql
@@ -0,0 +1,32 @@
+/*
+
+syntax='proto3';
+
+message Test {
+  oneof Var {
+    Test test = 1;
+    string str = 2;
+  }
+};
+
+*/
+
+$config = @@{
+  "name": "Test",
+  "format": "json",
+  "skip": 0,
+  "lists": {
+    "optional": false
+  },
+  "meta": "H4sIAAAAAAAAA+OK4xIpyS3Qs/ArMkhMCsrwN9UrKMovyVey42IJSS0uEZLmYikB0hKMCowa3EaseiBBD4YgsKCQEBdzcUmRBBNQjhMoCOI4sXIxhyUWJbGBjTEGACyKGj9gAAAA",
+  "view": {
+    "recursion": "bytes",
+    "enum": "number"
+  }
+}@@;
+
+$udfPar = Udf(Protobuf::Parse, $config as TypeConfig);
+$udfSer = Udf(Protobuf::Serialize, $config as TypeConfig);
+
+SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField)) FROM plato.Input;
+
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_success.in b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_success.in
new file mode 100644
index 00000000000..63f95c46de9
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_success.in
@@ -0,0 +1 @@
+{"TestField"="{\"test\":{\"str\":\"string value\"}}"};
\ No newline at end of file
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_success.in.attr b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_success.in.attr
new file mode 100644
index 00000000000..f10d440a236
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_success.in.attr
@@ -0,0 +1 @@
+{schema=[{name=TestField;type=string}]}
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_success.sql b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_success.sql
new file mode 100644
index 00000000000..812467e72c2
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v1_success.sql
@@ -0,0 +1,32 @@
+/*
+
+syntax='proto3';
+
+message Test {
+  oneof Var {
+    Test test = 1;
+    string str = 2;
+  }
+};
+
+*/
+
+$config = @@{
+  "name": "Test",
+  "format": "json",
+  "skip": 0,
+  "lists": {
+    "optional": false
+  },
+  "meta": "H4sIAAAAAAAAA+OK4xIpyS3Qs/ArMkhMCsrwN9UrKMovyVey42IJSS0uEZLmYikB0hKMCowa3EaseiBBD4YgsKCQEBdzcUmRBBNQjhMoCOI4sXIxhyUWJbGBjTEGACyKGj9gAAAA",
+  "view": {
+    "recursion": "bytes",
+    "enum": "number"
+  }
+}@@;
+
+$udfPar = Udf(Protobuf::Parse, $config as TypeConfig);
+$udfSer = Udf(Protobuf::Serialize, $config as TypeConfig);
+
+SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField)) FROM plato.Input;
+
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v2.in b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v2.in
new file mode 100644
index 00000000000..95386798c60
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v2.in
@@ -0,0 +1,2 @@
+{"TestField"="{\"str\":\"string value\"}"};
+{"TestField"="{\"test\":{\"str\":\"string value\"}}"};
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v2.in.attr b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v2.in.attr
new file mode 100644
index 00000000000..f10d440a236
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v2.in.attr
@@ -0,0 +1 @@
+{schema=[{name=TestField;type=string}]}
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v2.sql b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v2.sql
new file mode 100644
index 00000000000..2390f9ce767
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/oneof_bytes_v2.sql
@@ -0,0 +1,32 @@
+/*
+
+syntax='proto3';
+
+message Test {
+  oneof Var {
+    Test test = 1;
+    string str = 2;
+  }
+};
+
+*/
+
+$config = @@{
+  "name": "Test",
+  "format": "json",
+  "skip": 0,
+  "lists": {
+    "optional": false
+  },
+  "meta": "H4sIAAAAAAAAA+OK4xIpyS3Qs/ArMkhMCsrwN9UrKMovyVey42IJSS0uEZLmYikB0hKMCowa3EaseiBBD4YgsKCQEBdzcUmRBBNQjhMoCOI4sXIxhyUWJbGBjTEGACyKGj9gAAAA",
+  "view": {
+    "recursion": "bytesV2",
+    "enum": "number"
+  }
+}@@;
+
+$udfPar = Udf(Protobuf::Parse, $config as TypeConfig);
+$udfSer = Udf(Protobuf::Serialize, $config as TypeConfig);
+
+SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField)) FROM plato.Input;
+
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes.in b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes.in
deleted file mode 100644
index b6dd409ad4e..00000000000
--- a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes.in
+++ /dev/null
@@ -1 +0,0 @@
-{"TestField"="{\"inner\":{\"i\":{\"a\":\"hello\"}},\"test\":{\"inner\":{\"i\":{\"a\":\"bye\"}}}}"};
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes.sql b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes.sql
deleted file mode 100644
index 3ee0813dc44..00000000000
--- a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes.sql
+++ /dev/null
@@ -1,35 +0,0 @@
-/*
-syntax='proto3';
-
-message Test {
-  message InnerInner {
-    string a = 1;
-  }
-  message Inner {
-    InnerInner i = 1;
-  }
-  Inner inner = 1;
-  Test test = 2;
-}
-*/
-
-$config = @@{
-  "name": "Test",
-  "format": "json",
-  "skip": 0,
-  "lists": {
-    "optional": false
-  },
-  "meta": "eNrjWsjIxV2UmlxapFdQlF+Sr9TJyMUSklpcIqTIxZqZl5daJMGowKjBbcStBxLV8wQJBUFkhCS5WEqAghJMYBWsYBVBYCEpKS4usFIwIcTDxZgINocziDFRSp2LFSIsx8WYCTVeAMl4iB2MmUlsYCcZAwC/Qiqb",
-  "view": {
-    "recursion": "bytes",
-    "enum": "number"
-  }
-}@@;
-
-$udfPar = Udf(Protobuf::Parse, $config as TypeConfig);
-$udfSer = Udf(Protobuf::Serialize, $config as TypeConfig);
-
-SELECT TestField, Ensure("Success", $udfPar(TestField) == $udfPar($udfSer($udfPar(TestField))), "Fail")
-FROM plato.Input;
-
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_fail_empty_optional.cfg b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_fail_empty_optional.cfg
new file mode 100644
index 00000000000..feba56ac97b
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_fail_empty_optional.cfg
@@ -0,0 +1,2 @@
+in plato.Input recursion_bytes_v1_fail_empty_optional.in
+xfail
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_fail_empty_optional.in b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_fail_empty_optional.in
new file mode 100644
index 00000000000..9dfbc7d0a0c
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_fail_empty_optional.in
@@ -0,0 +1 @@
+{"TestField"="{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"repeated\": [], \"select\": {\"name\": \"\"}}"};
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_fail_empty_optional.in.attr b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_fail_empty_optional.in.attr
new file mode 100644
index 00000000000..f10d440a236
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_fail_empty_optional.in.attr
@@ -0,0 +1 @@
+{schema=[{name=TestField;type=string}]}
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_fail_empty_optional.sql b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_fail_empty_optional.sql
new file mode 100644
index 00000000000..8049b67fdf4
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_fail_empty_optional.sql
@@ -0,0 +1,51 @@
+/*
+syntax='proto2';
+
+message Test {
+  message InnerInner {
+    required string a = 1;
+  }
+  message Inner {
+    required InnerInner i = 1;
+  }
+  optional Inner inner = 1;
+
+  // Simple optional recursion.
+  optional Test test = 2;
+
+  // Repeated recursion.
+  repeated Test repeated = 4;
+
+  // Just a number.
+  required int64 number = 6;
+
+  message InnerMessage {
+    // Required recursion via optional message.
+    required Test req = 1;
+  }
+
+  optional InnerMessage req = 7;
+}
+*/
+
+$config = @@{
+  "name": "Test",
+  "format": "json",
+  "skip": 0,
+  "lists": {
+    "optional": false
+  },
+  "meta": "H4sIAAAAAAAAA02PvQ6CMBSF0/KjXhhMYxQZDBoTmRh4BRcdXBoWxxoqIYYfS3kSX8OHtLRGWZr0O+eecy+8MSxk1SbX7F48js2pz5NWNLLZvTDYGe8k2YJT1jUXAYpQ7KVeMtDkPCBqFLIGWyoYYO1wtINqpKangrecSZ4HdmT95R8mS3DrvrqpBjfCsUW/P7IHS/BnMNGhZFR74V3HCk4HOQwBNNQP8QExtSiOZxSx8ACOwRtApcZeOh8FmSNQqYz+OJmsTLWZ+C48kA+TG9kxLwEAAA==",
+  "view": {
+    "recursion": "bytes",
+    "enum": "number"
+  }
+}@@;
+
+$udfPar = Udf(Protobuf::Parse, $config as TypeConfig);
+$udfSer = Udf(Protobuf::Serialize, $config as TypeConfig);
+
+
+SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField))
+FROM plato.Input;
+
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_success.in b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_success.in
new file mode 100644
index 00000000000..daaa74d2ea0
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_success.in
@@ -0,0 +1,4 @@
+{"TestField"="{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"test\": {\"number\": 5, \"inner\": {\"i\": {\"a\": \"optional hello\"}}}, \"repeated\": []}"};
+{"TestField"="{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"test\": {\"number\": 5, \"inner\": {\"i\": {\"a\": \"optional data\"}}}, \"repeated\": [{\"number\": 5, \"inner\": {\"i\": {\"a\": \"repeated hello\"}}}]}"};
+{"TestField"="{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"req\": {\"req\": {\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"repeated\": []}}, \"test\": {\"number\": 5, \"inner\": {\"i\": {\"a\": \"optional hello\"}}}, \"repeated\": []}"};
+
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_success.in.attr b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_success.in.attr
new file mode 100644
index 00000000000..f10d440a236
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_success.in.attr
@@ -0,0 +1 @@
+{schema=[{name=TestField;type=string}]}
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_success.sql b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_success.sql
new file mode 100644
index 00000000000..4737218fb14
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v1_success.sql
@@ -0,0 +1,67 @@
+/*
+syntax='proto2';
+
+message Test {
+  message InnerInner {
+    required string a = 1;
+  }
+  message Inner {
+    required InnerInner i = 1;
+  }
+  optional Inner inner = 1;
+
+  // Simple optional recursion.
+  optional Test test = 2;
+
+  // Repeated recursion.
+  repeated Test repeated = 4;
+
+  // Just a number.
+  required int64 number = 6;
+
+  message InnerMessage {
+    // Required recursion via optional message.
+    required Test req = 1;
+  }
+
+  optional InnerMessage req = 7;
+}
+*/
+
+$config = @@{
+  "name": "Test",
+  "format": "json",
+  "skip": 0,
+  "lists": {
+    "optional": false
+  },
+  "meta": "H4sIAAAAAAAAA02PvQ6CMBSF0/KjXhhMYxQZDBoTmRh4BRcdXBoWxxoqIYYfS3kSX8OHtLRGWZr0O+eecy+8MSxk1SbX7F48js2pz5NWNLLZvTDYGe8k2YJT1jUXAYpQ7KVeMtDkPCBqFLIGWyoYYO1wtINqpKangrecSZ4HdmT95R8mS3DrvrqpBjfCsUW/P7IHS/BnMNGhZFR74V3HCk4HOQwBNNQP8QExtSiOZxSx8ACOwRtApcZeOh8FmSNQqYz+OJmsTLWZ+C48kA+TG9kxLwEAAA==",
+  "view": {
+    "recursion": "bytes",
+    "enum": "number"
+  }
+}@@;
+
+$configOptList = @@{
+  "name": "Test",
+  "format": "json",
+  "skip": 0,
+  "lists": {
+    "optional": true
+  },
+  "meta": "H4sIAAAAAAAAA02PvQ6CMBSF0/KjXhhMYxQZDBoTmRh4BRcdXBoWxxoqIYYfS3kSX8OHtLRGWZr0O+eecy+8MSxk1SbX7F48js2pz5NWNLLZvTDYGe8k2YJT1jUXAYpQ7KVeMtDkPCBqFLIGWyoYYO1wtINqpKangrecSZ4HdmT95R8mS3DrvrqpBjfCsUW/P7IHS/BnMNGhZFR74V3HCk4HOQwBNNQP8QExtSiOZxSx8ACOwRtApcZeOh8FmSNQqYz+OJmsTLWZ+C48kA+TG9kxLwEAAA==",
+  "view": {
+    "recursion": "bytes",
+    "enum": "number"
+  }
+}@@;
+
+$udfPar = Udf(Protobuf::Parse, $config as TypeConfig);
+$udfSer = Udf(Protobuf::Serialize, $config as TypeConfig);
+
+$udfParOpt = Udf(Protobuf::Parse, $configOptList as TypeConfig);
+$udfSerOpt = Udf(Protobuf::Serialize, $configOptList as TypeConfig);
+
+SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField)), $udfParOpt(TestField), $udfSerOpt($udfParOpt(TestField))
+FROM plato.Input;
+
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v2.in b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v2.in
new file mode 100644
index 00000000000..218b1a2c256
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v2.in
@@ -0,0 +1,4 @@
+{"TestField"="{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"repeated\": []}"};
+{"TestField"="{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"test\": {\"number\": 5, \"inner\": {\"i\": {\"a\": \"optional hello\"}}}, \"repeated\": []}"};
+{"TestField"="{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"test\": {\"number\": 5, \"inner\": {\"i\": {\"a\": \"optional data\"}}}, \"repeated\": [{\"number\": 5, \"inner\": {\"i\": {\"a\": \"repeated hello\"}}}]}"};
+{"TestField"="{\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"req\": {\"req\": {\"inner\": {\"i\": {\"a\": \"hello\"}}, \"number\": 5, \"repeated\": []}}, \"test\": {\"number\": 5, \"inner\": {\"i\": {\"a\": \"optional hello\"}}}, \"repeated\": []}"};
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v2.in.attr b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v2.in.attr
new file mode 100644
index 00000000000..f10d440a236
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v2.in.attr
@@ -0,0 +1 @@
+{schema=[{name=TestField;type=string}]}
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v2.sql b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v2.sql
new file mode 100644
index 00000000000..7fd995bb362
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/recursion_bytes_v2.sql
@@ -0,0 +1,69 @@
+/*
+syntax='proto2';
+
+message Test {
+  message InnerInner {
+    required string a = 1;
+  }
+
+  message Inner {
+    required InnerInner i = 1;
+  }
+
+  optional Inner inner = 1;
+
+  // Simple optional recursion.
+  optional Test test = 2;
+
+  // Repeated recursion.
+  repeated Test repeated = 4;
+
+  // Just a number.
+  required int64 number = 6;
+
+  message InnerMessage {
+    // Required recursion via optional message.
+    required Test req = 1;
+  }
+
+  optional InnerMessage req = 7;
+}
+*/
+
+$config = @@{
+  "name": "Test",
+  "format": "json",
+  "skip": 0,
+  "lists": {
+    "optional": false
+  },
+  "meta": "H4sIAAAAAAAAA02PvQ6CMBSF0/KjXhhMYxQZDBoTmRh4BRcdXBoWxxoqIYYfS3kSX8OHtLRGWZr0O+eecy+8MSxk1SbX7F48js2pz5NWNLLZvTDYGe8k2YJT1jUXAYpQ7KVeMtDkPCBqFLIGWyoYYO1wtINqpKangrecSZ4HdmT95R8mS3DrvrqpBjfCsUW/P7IHS/BnMNGhZFR74V3HCk4HOQwBNNQP8QExtSiOZxSx8ACOwRtApcZeOh8FmSNQqYz+OJmsTLWZ+C48kA+TG9kxLwEAAA==",
+  "view": {
+    "recursion": "bytesV2",
+    "enum": "number"
+  }
+}@@;
+
+$configOptList = @@{
+  "name": "Test",
+  "format": "json",
+  "skip": 0,
+  "lists": {
+    "optional": true
+  },
+  "meta": "H4sIAAAAAAAAA02PvQ6CMBSF0/KjXhhMYxQZDBoTmRh4BRcdXBoWxxoqIYYfS3kSX8OHtLRGWZr0O+eecy+8MSxk1SbX7F48js2pz5NWNLLZvTDYGe8k2YJT1jUXAYpQ7KVeMtDkPCBqFLIGWyoYYO1wtINqpKangrecSZ4HdmT95R8mS3DrvrqpBjfCsUW/P7IHS/BnMNGhZFR74V3HCk4HOQwBNNQP8QExtSiOZxSx8ACOwRtApcZeOh8FmSNQqYz+OJmsTLWZ+C48kA+TG9kxLwEAAA==",
+  "view": {
+    "recursion": "bytesV2",
+    "enum": "number"
+  }
+}@@;
+
+$udfPar = Udf(Protobuf::Parse, $config as TypeConfig);
+$udfSer = Udf(Protobuf::Serialize, $config as TypeConfig);
+
+$udfParOpt = Udf(Protobuf::Parse, $configOptList as TypeConfig);
+$udfSerOpt = Udf(Protobuf::Serialize, $configOptList as TypeConfig);
+
+SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField)), $udfParOpt(TestField), $udfSerOpt($udfParOpt(TestField))
+FROM plato.Input;
+
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/recursion_ignore.sql b/yql/essentials/udfs/common/protobuf/test/cases/recursion_ignore.sql
index 2f57eb18d19..6849518bb00 100644
--- a/yql/essentials/udfs/common/protobuf/test/cases/recursion_ignore.sql
+++ b/yql/essentials/udfs/common/protobuf/test/cases/recursion_ignore.sql
@@ -30,6 +30,6 @@ $config = @@{
 $udfPar = Udf(Protobuf::Parse, $config as TypeConfig);
 $udfSer = Udf(Protobuf::Serialize, $config as TypeConfig);
 
-SELECT TestField, Ensure("Success", $udfPar(TestField) == $udfPar($udfSer($udfPar(TestField))), "Fail")
+SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField)), Ensure("Success", $udfPar(TestField) == $udfPar($udfSer($udfPar(TestField))), "Fail")
 FROM plato.Input;
 
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v1.in b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v1.in
new file mode 100644
index 00000000000..b17a51f7239
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v1.in
@@ -0,0 +1,3 @@
+{"TestField"="{\"dict2\":[{\"key\":\"k2\",\"value\":{\"dict2\":[]}}],\"dict3\":[{\"key\":\"k3\",\"value\":{\"dict3\":[]}}],\"dict4\":[{\"key\":\"k4\",\"value\":{\"dict4\":[]}}],\"dict5\":[{\"key\":\"k5\",\"value\":{\"dict5\":[]}}],\"dict6\":[{\"key\":\"k6\",\"value\":{\"dict6\":[]}}],\"dict7\":[{\"key\":\"k7\",\"value\":{\"dict7\":[]}}],\"dict8\":[{\"key\":\"k8\",\"value\":{\"dict8\":[]}}], \"dict9\":[{\"key\":\"k9\",\"value\":{\"dict9\":[]}}]}, "};
+{"TestField"="{\"dict2\":[],\"dict3\":[],\"dict4\":[],\"dict5\":[],\"dict6\":[],\"dict7\":[],\"dict8\":[], \"dict9\":[]}"};
+
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v1.in.attr b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v1.in.attr
new file mode 100644
index 00000000000..f10d440a236
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v1.in.attr
@@ -0,0 +1 @@
+{schema=[{name=TestField;type=string}]}
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v1.sql b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v1.sql
new file mode 100644
index 00000000000..5000b56e2ed
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v1.sql
@@ -0,0 +1,48 @@
+/*
+syntax='proto3';
+
+import "yt/yt_proto/yt/formats/extension.proto";
+
+message Test {
+  option (NYT.default_field_flags) = SERIALIZATION_YT;
+
+  message Inner {
+    string a = 1;
+  }
+  map<string, Test> dict1 = 1 [(NYT.flags) = MAP_AS_DICT];
+  map<string, Test> dict2 = 2 [(NYT.flags) = MAP_AS_OPTIONAL_DICT];
+  map<string, Test> dict3 = 3 [(NYT.flags) = MAP_AS_LIST_OF_STRUCTS_LEGACY];
+  map<string, Test> dict4 = 4 [(NYT.flags) = MAP_AS_LIST_OF_STRUCTS];
+  map<string, Test> dict5 = 5 [(NYT.flags) = MAP_AS_DICT];
+  map<string, Test> dict6 = 6 [(NYT.flags) = MAP_AS_OPTIONAL_DICT];
+  map<string, Test> dict7 = 7 [(NYT.flags) = MAP_AS_LIST_OF_STRUCTS_LEGACY];
+  map<string, Test> dict8 = 8 [(NYT.flags) = MAP_AS_LIST_OF_STRUCTS];
+  map<string, Test> dict9 = 9
+}
+*/
+
+$config = @@{
+  "name": "Test",
+  "format": "json",
+  "skip": 0,
+  "lists": {
+    "optional": false
+  },
+  "meta": "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",
+  "view": {
+    "recursion": "bytes",
+    "enum": "number",
+    "yt_mode": true
+  }
+}
+@@;
+
+$udfParse = Udf(Protobuf::Parse, $config as TypeConfig);
+$udfSerialize = Udf(Protobuf::Serialize, $config as TypeConfig);
+
+SELECT
+    TestField,
+    $udfParse(TestField),
+    $udfSerialize($udfParse(TestField)),
+    Ensure("Success", StablePickle($udfParse(TestField)) == StablePickle($udfParse($udfSerialize($udfParse(TestField)))), "Fail"),
+FROM plato.Input;
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v2.in b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v2.in
new file mode 100644
index 00000000000..b17a51f7239
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v2.in
@@ -0,0 +1,3 @@
+{"TestField"="{\"dict2\":[{\"key\":\"k2\",\"value\":{\"dict2\":[]}}],\"dict3\":[{\"key\":\"k3\",\"value\":{\"dict3\":[]}}],\"dict4\":[{\"key\":\"k4\",\"value\":{\"dict4\":[]}}],\"dict5\":[{\"key\":\"k5\",\"value\":{\"dict5\":[]}}],\"dict6\":[{\"key\":\"k6\",\"value\":{\"dict6\":[]}}],\"dict7\":[{\"key\":\"k7\",\"value\":{\"dict7\":[]}}],\"dict8\":[{\"key\":\"k8\",\"value\":{\"dict8\":[]}}], \"dict9\":[{\"key\":\"k9\",\"value\":{\"dict9\":[]}}]}, "};
+{"TestField"="{\"dict2\":[],\"dict3\":[],\"dict4\":[],\"dict5\":[],\"dict6\":[],\"dict7\":[],\"dict8\":[], \"dict9\":[]}"};
+
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v2.in.attr b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v2.in.attr
new file mode 100644
index 00000000000..f10d440a236
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v2.in.attr
@@ -0,0 +1 @@
+{schema=[{name=TestField;type=string}]}
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v2.sql b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v2.sql
new file mode 100644
index 00000000000..de80e5e145e
--- /dev/null
+++ b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_map_recursive_v2.sql
@@ -0,0 +1,48 @@
+/*
+syntax='proto3';
+
+import "yt/yt_proto/yt/formats/extension.proto";
+
+message Test {
+  option (NYT.default_field_flags) = SERIALIZATION_YT;
+
+  message Inner {
+    string a = 1;
+  }
+  map<string, Test> dict1 = 1 [(NYT.flags) = MAP_AS_DICT];
+  map<string, Test> dict2 = 2 [(NYT.flags) = MAP_AS_OPTIONAL_DICT];
+  map<string, Test> dict3 = 3 [(NYT.flags) = MAP_AS_LIST_OF_STRUCTS_LEGACY];
+  map<string, Test> dict4 = 4 [(NYT.flags) = MAP_AS_LIST_OF_STRUCTS];
+  map<string, Test> dict5 = 5 [(NYT.flags) = MAP_AS_DICT];
+  map<string, Test> dict6 = 6 [(NYT.flags) = MAP_AS_OPTIONAL_DICT];
+  map<string, Test> dict7 = 7 [(NYT.flags) = MAP_AS_LIST_OF_STRUCTS_LEGACY];
+  map<string, Test> dict8 = 8 [(NYT.flags) = MAP_AS_LIST_OF_STRUCTS];
+  map<string, Test> dict9 = 9
+}
+*/
+
+$config = @@{
+  "name": "Test",
+  "format": "json",
+  "skip": 0,
+  "lists": {
+    "optional": false
+  },
+  "meta": "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",
+  "view": {
+    "recursion": "bytesV2",
+    "enum": "number",
+    "yt_mode": true
+  }
+}
+@@;
+
+$udfParse = Udf(Protobuf::Parse, $config as TypeConfig);
+$udfSerialize = Udf(Protobuf::Serialize, $config as TypeConfig);
+
+SELECT
+    TestField,
+    $udfParse(TestField),
+    $udfSerialize($udfParse(TestField)),
+    Ensure("Success", StablePickle($udfParse(TestField)) == StablePickle($udfParse($udfSerialize($udfParse(TestField)))), "Fail"),
+FROM plato.Input;
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_no_ser.sql b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_no_ser.sql
index d75aa4af2fe..c582ddd2f71 100644
--- a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_no_ser.sql
+++ b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_no_ser.sql
@@ -31,6 +31,6 @@ $config = @@{
 $udfPar = Udf(Protobuf::Parse, $config as TypeConfig);
 $udfSer = Udf(Protobuf::Serialize, $config as TypeConfig);
 
-SELECT TestField, Ensure("Success", $udfPar(TestField) == $udfPar($udfSer($udfPar(TestField))), "Fail")
+SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField)), Ensure("Success", $udfPar(TestField) == $udfPar($udfSer($udfPar(TestField))), "Fail")
 FROM plato.Input;
 
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_plain.in b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_plain.in
index f397ecd77cf..53e094854d2 100644
--- a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_plain.in
+++ b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_plain.in
@@ -1 +1,2 @@
 {"TestField"="{\"inner\":{\"i\":{\"a\":\"hello\"}}}"};
+{"TestField"="{}"};
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_plain.sql b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_plain.sql
index 87e9fc6bd26..b42bf7995f0 100644
--- a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_plain.sql
+++ b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_plain.sql
@@ -106,8 +106,11 @@ $udfParPB = Udf(Protobuf::Parse, $configPB as TypeConfig);
 $udfSerPB = Udf(Protobuf::Serialize, $configPB as TypeConfig);
 
 SELECT TestField,
-       Ensure("Success", $udfParNO(TestField) == $udfParNO($udfSerNO($udfParNO(TestField))), "Fail"),
-       Ensure("Success", $udfParYT(TestField) == $udfParYT($udfSerYT($udfParYT(TestField))), "Fail"),
-       Ensure("Success", $udfParPB(TestField) == $udfParPB($udfSerPB($udfParPB(TestField))), "Fail")
+      $udfParNO(TestField),
+      $udfSerNO($udfParNO(TestField)),
+      $udfParYT(TestField),
+      $udfSerYT($udfParYT(TestField)),
+      $udfParPB(TestField),
+      $udfSerPB($udfParPB(TestField)),
 FROM plato.Input;
 
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_ser_pb.sql b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_ser_pb.sql
index 35945ffe7a2..d8f903d74a5 100644
--- a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_ser_pb.sql
+++ b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_ser_pb.sql
@@ -35,6 +35,6 @@ $config = @@{
 $udfPar = Udf(Protobuf::Parse, $config as TypeConfig);
 $udfSer = Udf(Protobuf::Serialize, $config as TypeConfig);
 
-SELECT TestField, Ensure("Success", $udfPar(TestField) == $udfPar($udfSer($udfPar(TestField))), "Fail")
+SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField)), Ensure("Success", $udfPar(TestField) == $udfPar($udfSer($udfPar(TestField))), "Fail")
 FROM plato.Input;
 
diff --git a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_ser_yt.sql b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_ser_yt.sql
index 42312716e68..17e97cb9a18 100644
--- a/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_ser_yt.sql
+++ b/yql/essentials/udfs/common/protobuf/test/cases/yt_mode_ser_yt.sql
@@ -34,6 +34,6 @@ $config = @@{
 $udfPar = Udf(Protobuf::Parse, $config as TypeConfig);
 $udfSer = Udf(Protobuf::Serialize, $config as TypeConfig);
 
-SELECT TestField, Ensure("Success", $udfPar(TestField) == $udfPar($udfSer($udfPar(TestField))), "Fail")
+SELECT TestField, $udfPar(TestField), $udfSer($udfPar(TestField)), Ensure("Success", $udfPar(TestField) == $udfPar($udfSer($udfPar(TestField))), "Fail")
 FROM plato.Input;
 
diff --git a/yql/essentials/udfs/language/yql/test/canondata/result.json b/yql/essentials/udfs/language/yql/test/canondata/result.json
index 38975dcc8d3..2a589612bf0 100644
--- a/yql/essentials/udfs/language/yql/test/canondata/result.json
+++ b/yql/essentials/udfs/language/yql/test/canondata/result.json
@@ -19,6 +19,11 @@
             "uri": "file://test.test_ExtractInsertHints_/results.txt"
         }
     ],
+    "test.test[ExtractKeywords]": [
+        {
+            "uri": "file://test.test_ExtractKeywords_/results.txt"
+        }
+    ],
     "test.test[ExtractPragmas]": [
         {
             "uri": "file://test.test_ExtractPragmas_/results.txt"
diff --git a/yql/essentials/udfs/language/yql/test/canondata/test.test_ExtractKeywords_/results.txt b/yql/essentials/udfs/language/yql/test/canondata/test.test_ExtractKeywords_/results.txt
new file mode 100644
index 00000000000..d638a52c139
--- /dev/null
+++ b/yql/essentials/udfs/language/yql/test/canondata/test.test_ExtractKeywords_/results.txt
@@ -0,0 +1,78 @@
+[
+    {
+        "Write" = [
+            {
+                "Type" = [
+                    "ListType";
+                    [
+                        "StructType";
+                        [
+                            [
+                                "q";
+                                [
+                                    "DataType";
+                                    "String"
+                                ]
+                            ];
+                            [
+                                "column1";
+                                [
+                                    "OptionalType";
+                                    [
+                                        "ListType";
+                                        [
+                                            "TupleType";
+                                            [
+                                                [
+                                                    "DataType";
+                                                    "String"
+                                                ];
+                                                [
+                                                    "DataType";
+                                                    "String"
+                                                ];
+                                                [
+                                                    "DataType";
+                                                    "Uint64"
+                                                ]
+                                            ]
+                                        ]
+                                    ]
+                                ]
+                            ]
+                        ]
+                    ]
+                ];
+                "Data" = [
+                    [
+                        "select 1 as x union all select 2 as x";
+                        [
+                            [
+                                [
+                                    "KEYWORD";
+                                    "ALL";
+                                    "1"
+                                ];
+                                [
+                                    "KEYWORD";
+                                    "AS";
+                                    "2"
+                                ];
+                                [
+                                    "KEYWORD";
+                                    "SELECT";
+                                    "2"
+                                ];
+                                [
+                                    "KEYWORD";
+                                    "UNION";
+                                    "1"
+                                ]
+                            ]
+                        ]
+                    ]
+                ]
+            }
+        ]
+    }
+]
\ No newline at end of file
diff --git a/yql/essentials/udfs/language/yql/test/cases/ExtractKeywords.sql b/yql/essentials/udfs/language/yql/test/cases/ExtractKeywords.sql
new file mode 100644
index 00000000000..c3346ae3c27
--- /dev/null
+++ b/yql/essentials/udfs/language/yql/test/cases/ExtractKeywords.sql
@@ -0,0 +1,6 @@
+SELECT
+    q,ListSort(ListFilter(YqlLang::RuleFreq(q),($x)->($x.0 in ("KEYWORD"))))
+FROM (VALUES
+    ("select 1 as x union all select 2 as x")
+) AS a(q)
+order by q
diff --git a/yql/essentials/udfs/language/yql/ya.make b/yql/essentials/udfs/language/yql/ya.make
index 5c951c1cc16..e0c16d6f5da 100644
--- a/yql/essentials/udfs/language/yql/ya.make
+++ b/yql/essentials/udfs/language/yql/ya.make
@@ -23,6 +23,7 @@ PEERDIR(
     yql/essentials/sql/v1/proto_parser/antlr4_ansi
     yql/essentials/sql/pg_dummy
     yql/essentials/sql/v1/format
+    yql/essentials/sql/v1/reflect
     library/cpp/protobuf/util
 )
 
diff --git a/yql/essentials/udfs/language/yql/yql_language_udf.cpp b/yql/essentials/udfs/language/yql/yql_language_udf.cpp
index 6460031a6ab..23bc092099c 100644
--- a/yql/essentials/udfs/language/yql/yql_language_udf.cpp
+++ b/yql/essentials/udfs/language/yql/yql_language_udf.cpp
@@ -2,6 +2,7 @@
 
 #include <yql/essentials/sql/v1/context.h>
 #include <yql/essentials/sql/v1/sql_translation.h>
+#include <yql/essentials/sql/v1/reflect/sql_reflect.h>
 #include <yql/essentials/sql/v1/lexer/antlr4/lexer.h>
 #include <yql/essentials/sql/v1/lexer/antlr4_ansi/lexer.h>
 #include <yql/essentials/sql/v1/proto_parser/proto_parser.h>
@@ -31,11 +32,17 @@ public:
     TRuleFreqVisitor(TContext& ctx)
         : Translation(ctx)
     {
+        KeywordNames = NSQLReflect::LoadLexerGrammar().KeywordNames;
     }
 
     void Visit(const NProtoBuf::Message& msg) {
         const NProtoBuf::Descriptor* descr = msg.GetDescriptor();
         if (descr == TToken::GetDescriptor()) {
+            const auto& token = dynamic_cast<const TToken&>(msg);
+            auto upper = to_upper(token.GetValue());
+            if (KeywordNames.contains(upper)) {
+                Freqs[std::make_pair("KEYWORD", upper)] += 1;
+            }
             return;
         } else if (descr == TRule_use_stmt::GetDescriptor()) {
             VisitUseStmt(dynamic_cast<const TRule_use_stmt&>(msg));
@@ -285,6 +292,7 @@ private:
 
     THashMap<std::pair<TString, TString>, ui64> Freqs;
     TRuleFreqTranslation Translation;
+    THashSet<TString> KeywordNames;
 };
 
 SIMPLE_UDF(TObfuscate, TOptional<char*>(TAutoMap<char*>)) {
diff --git a/yql/tools/yqlrun/lib/yqlrun_lib.cpp b/yql/tools/yqlrun/lib/yqlrun_lib.cpp
index 0eba257d9a2..aad7657ea4a 100644
--- a/yql/tools/yqlrun/lib/yqlrun_lib.cpp
+++ b/yql/tools/yqlrun/lib/yqlrun_lib.cpp
@@ -107,14 +107,17 @@ TYqlRunTool::TYqlRunTool()
     AddClusterMapping(TString{"plato"}, TString{YtProviderName});
 
     AddProviderFactory([this]() -> NYql::TDataProviderInitializer {
-        auto yqlNativeServices = NFile::TYtFileServices::Make(GetFuncRegistry().Get(), TablesMapping_, GetFileStorage(), TmpDir_, KeepTemp_, TablesDirMapping_);
-        auto ytNativeGateway = CreateYtFileGateway(yqlNativeServices);
+        auto ytNativeGateway = CreateYtGateway();
         auto optimizerFactory = CreateCboFactory();
         return GetYtNativeDataProviderInitializer(ytNativeGateway, optimizerFactory, {});
     });
 
     SetPeepholePipelineConfigurator(&PEEPHOLE_CONFIG_INSTANCE);
+}
 
+IYtGateway::TPtr TYqlRunTool::CreateYtGateway() {
+    auto yqlNativeServices = NFile::TYtFileServices::Make(GetFuncRegistry().Get(), TablesMapping_, GetFileStorage(), TmpDir_, KeepTemp_, TablesDirMapping_);
+    return CreateYtFileGateway(yqlNativeServices);
 }
 
 IOptimizerFactory::TPtr TYqlRunTool::CreateCboFactory() {
diff --git a/yql/tools/yqlrun/lib/yqlrun_lib.h b/yql/tools/yqlrun/lib/yqlrun_lib.h
index be33617c62e..ab358e28dbb 100644
--- a/yql/tools/yqlrun/lib/yqlrun_lib.h
+++ b/yql/tools/yqlrun/lib/yqlrun_lib.h
@@ -1,5 +1,6 @@
 #pragma once
 
+#include <yt/yql/providers/yt/provider/yql_yt_gateway.h>
 #include <yql/essentials/core/cbo/cbo_optimizer_new.h>
 #include <yql/essentials/tools/yql_facade_run/yql_facade_run.h>
 
@@ -15,6 +16,8 @@ public:
 protected:
     virtual IOptimizerFactory::TPtr CreateCboFactory();
 
+    virtual IYtGateway::TPtr CreateYtGateway();
+
 private:
     THashMap<TString, TString> TablesMapping_;
     THashMap<TString, TString> TablesDirMapping_;