diff --git a/src/Storages/HDFS/ReadBufferFromHDFS.cpp b/src/Storages/HDFS/ReadBufferFromHDFS.cpp
index affb76314b1..aaf3c2c964b 100644
--- a/src/Storages/HDFS/ReadBufferFromHDFS.cpp
+++ b/src/Storages/HDFS/ReadBufferFromHDFS.cpp
@@ -22,33 +22,37 @@ struct ReadBufferFromHDFS::ReadBufferFromHDFSImpl
     static std::mutex hdfs_init_mutex;
 
     std::string hdfs_uri;
+    std::string hdfs_file_path;
     hdfsFile fin;
     HDFSBuilderWrapper builder;
     HDFSFSPtr fs;
 
-    ReadBufferFromHDFSImpl(const std::string & hdfs_name_,
+    explicit ReadBufferFromHDFSImpl(
+        const std::string & hdfs_uri_,
+        const std::string & hdfs_file_path_,
         const Poco::Util::AbstractConfiguration & config_)
-        : hdfs_uri(hdfs_name_),
-          builder(createHDFSBuilder(hdfs_uri, config_))
+        : hdfs_uri(hdfs_uri_)
+        , hdfs_file_path(hdfs_file_path_)
+        , builder(createHDFSBuilder(hdfs_uri_, config_))
     {
         std::lock_guard lock(hdfs_init_mutex);
 
         fs = createHDFSFS(builder.get());
-        const size_t begin_of_path = hdfs_uri.find('/', hdfs_uri.find("//") + 2);
-        const std::string path = hdfs_uri.substr(begin_of_path);
-        fin = hdfsOpenFile(fs.get(), path.c_str(), O_RDONLY, 0, 0, 0);
+        fin = hdfsOpenFile(fs.get(), hdfs_file_path.c_str(), O_RDONLY, 0, 0, 0);
 
         if (fin == nullptr)
-            throw Exception("Unable to open HDFS file: " + path + " error: " + std::string(hdfsGetLastError()),
-                ErrorCodes::CANNOT_OPEN_FILE);
+            throw Exception(ErrorCodes::CANNOT_OPEN_FILE,
+                "Unable to open HDFS file: {}. Error: {}",
+                hdfs_uri + hdfs_file_path, std::string(hdfsGetLastError()));
     }
 
     int read(char * start, size_t size) const
     {
         int bytes_read = hdfsRead(fs.get(), fin, start, size);
         if (bytes_read < 0)
-            throw Exception("Fail to read HDFS file: " + hdfs_uri + " " + std::string(hdfsGetLastError()),
-                ErrorCodes::NETWORK_ERROR);
+            throw Exception(ErrorCodes::NETWORK_ERROR,
+                "Fail to read from HDFS: {}, file path: {}. Error: {}",
+                hdfs_uri, hdfs_file_path, std::string(hdfsGetLastError()));
         return bytes_read;
     }
 
@@ -66,8 +70,12 @@ ReadBufferFromHDFS::ReadBufferFromHDFS(const std::string & hdfs_name_,
     const Poco::Util::AbstractConfiguration & config_,
     size_t buf_size_)
     : BufferWithOwnMemory<ReadBuffer>(buf_size_)
-    , impl(std::make_unique<ReadBufferFromHDFSImpl>(hdfs_name_, config_))
 {
+    const size_t begin_of_path = hdfs_name_.find('/', hdfs_name_.find("//") + 2);
+    const String hdfs_file_path = hdfs_name_.substr(begin_of_path);
+    const String hdfs_uri = hdfs_name_.substr(0, begin_of_path) + "/";
+
+    impl = std::make_unique<ReadBufferFromHDFSImpl>(hdfs_uri, hdfs_file_path, config_);
 }