diff --git a/dbms/CMakeLists.txt b/dbms/CMakeLists.txt
index b589c398238..4a0652e86f2 100644
--- a/dbms/CMakeLists.txt
+++ b/dbms/CMakeLists.txt
@@ -390,8 +390,8 @@ if (USE_PROTOBUF)
 endif ()
 
 if (USE_HDFS)
-    target_link_libraries (clickhouse_common_io PRIVATE ${HDFS3_LIBRARY})
-    target_include_directories (clickhouse_common_io SYSTEM BEFORE PRIVATE ${HDFS3_INCLUDE_DIR})
+    target_link_libraries (clickhouse_common_io PUBLIC ${HDFS3_LIBRARY})
+    target_include_directories (clickhouse_common_io SYSTEM BEFORE PUBLIC ${HDFS3_INCLUDE_DIR})
 endif()
 
 if (USE_BROTLI)
diff --git a/dbms/src/IO/HDFSCommon.h b/dbms/src/IO/HDFSCommon.h
index 8c526d908bb..0be00de08dd 100644
--- a/dbms/src/IO/HDFSCommon.h
+++ b/dbms/src/IO/HDFSCommon.h
@@ -27,6 +27,26 @@ struct HDFSFsDeleter
 
 }
 
+struct HDFSFileInfo
+{
+    hdfsFileInfo * file_info;
+    int length;
+
+    HDFSFileInfo()
+        : file_info(nullptr)
+        , length(0)
+    {
+    }
+    HDFSFileInfo(const HDFSFileInfo & other) = delete;
+    HDFSFileInfo(HDFSFileInfo && other) = default;
+    HDFSFileInfo & operator=(const HDFSFileInfo & other) = delete;
+    HDFSFileInfo & operator=(HDFSFileInfo && other) = default;
+
+    ~HDFSFileInfo()
+    {
+        hdfsFreeFileInfo(file_info, length);
+    }
+};
 using HDFSBuilderPtr = std::unique_ptr<hdfsBuilder, detail::HDFSBuilderDeleter>;
 using HDFSFSPtr = std::unique_ptr<std::remove_pointer_t<hdfsFS>, detail::HDFSFsDeleter>;
 
diff --git a/dbms/src/Storages/StorageHDFS.cpp b/dbms/src/Storages/StorageHDFS.cpp
index 8c87f4ccd6a..7d9d123e5a3 100644
--- a/dbms/src/Storages/StorageHDFS.cpp
+++ b/dbms/src/Storages/StorageHDFS.cpp
@@ -9,12 +9,17 @@
 #include <Parsers/ASTLiteral.h>
 #include <IO/ReadBufferFromHDFS.h>
 #include <IO/WriteBufferFromHDFS.h>
+#include <IO/HDFSCommon.h>
 #include <Formats/FormatFactory.h>
 #include <DataStreams/IBlockOutputStream.h>
 #include <DataStreams/UnionBlockInputStream.h>
 #include <DataStreams/IBlockInputStream.h>
 #include <DataStreams/OwningBlockInputStream.h>
-
+#include <Common/parseGlobs.h>
+#include <Poco/URI.h>
+#include <re2/re2.h>
+#include <re2/stringpiece.h>
+#include <hdfs/hdfs.h>
 
 namespace DB
 {
@@ -127,6 +132,13 @@ private:
     BlockOutputStreamPtr writer;
 };
 
+//static Strings recursiveLSWithRegexpMatching(const String & cur_path, hdfsFS fs, const re2::RE2 & matcher)
+//{
+//    HDFSFileInfo ls;
+//    ls.file_info = hdfsListDirectory(fs.get(), path_without_globs, ls.length);
+//
+//}
+
 }
 
 
@@ -138,12 +150,51 @@ BlockInputStreams StorageHDFS::read(
     size_t max_block_size,
     unsigned /*num_streams*/)
 {
-    return {std::make_shared<HDFSBlockInputStream>(
-        uri,
-        format_name,
-        getSampleBlock(),
-        context_,
-        max_block_size)};
+    Strings path_parts;
+    Poco::URI poco_uri(uri);
+    poco_uri.getPathSegments(path_parts);
+    String path_without_globs;
+    for (const auto & part : path_parts)
+    {
+        if ((part.find('*') != std::string::npos) || (part.find('?') != std::string::npos) || (part.find('{') != std::string::npos))
+            break;
+        path_without_globs.push_back('/');
+        path_without_globs.append(part);
+    }
+    if (path_without_globs == poco_uri.getPath())
+        return {std::make_shared<HDFSBlockInputStream>(
+                uri,
+                format_name,
+                getSampleBlock(),
+                context_,
+                max_block_size)};
+
+    String path_pattern = makeRegexpPatternFromGlobs(poco_uri.getPath());
+    re2::RE2 matcher(path_pattern);
+    path_without_globs.push_back('/');
+    poco_uri.setPath(path_without_globs);
+    HDFSBuilderPtr builder = createHDFSBuilder(poco_uri);
+    HDFSFSPtr fs = createHDFSFS(builder.get());
+//    Strings res_paths = recursiveLSWithRegexpMatching(path_without_globs, fs.get(), matcher);
+    HDFSFileInfo ls;
+    ls.file_info = hdfsListDirectory(fs.get(), path_without_globs.data(), &ls.length);
+    BlockInputStreams result;
+    for (int i = 0; i < ls.length; ++i)
+    {
+        if (ls.file_info[i].mKind == 'F')
+        {
+            String cur_path = path_without_globs + String(ls.file_info[i].mName);
+            if (re2::RE2::FullMatch(cur_path, matcher))
+            {
+                poco_uri.setPath(cur_path);
+                result.push_back(
+                        std::make_shared<HDFSBlockInputStream>(poco_uri.toString(), format_name, getSampleBlock(), context_,
+                                                               max_block_size));
+            }
+        }
+    }
+
+    return result;
 }
 
 void StorageHDFS::rename(const String & /*new_path_to_db*/, const String & new_database_name, const String & new_table_name)