diff --git a/dbms/src/Storages/MergeTree/MarksData.cpp b/dbms/src/Storages/MergeTree/MarksData.cpp
new file mode 100644
index 00000000000..990cba2f70a
--- /dev/null
+++ b/dbms/src/Storages/MergeTree/MarksData.cpp
@@ -0,0 +1,83 @@
+#include <Storages/MergeTree/MarksData.h>
+#include <Poco/File.h>
+#include <Common/MemoryTracker.h>
+
+
+namespace DB
+{
+MarksData::MarksData(
+    const std::string & path_prefix, const MergeTreeData & storage, size_t marks_count_, bool save_marks_in_cache_, bool lazy_load)
+    : path(path_prefix + storage.marks_file_extension)
+    , one_mark_bytes_size(storage.one_mark_bytes_size)
+    , marks_count(marks_count_ == 0 ? Poco::File(path).getSize() / one_mark_bytes_size : marks_count_)
+    , storage_index_granularity(storage.index_granularity)
+    , save_marks_in_cache(save_marks_in_cache_)
+    , mark_cache(storage.context.getMarkCache())
+{
+    if (!lazy_load)
+        loadMarks();
+}
+
+void MarksData::loadMarks()
+{
+    auto load = [&]() -> MarkCache::MappedPtr {
+        /// Memory for marks must not be accounted as memory usage for query, because they are stored in shared cache.
+        auto temporarily_disable_memory_tracker = getCurrentMemoryTrackerActionLock();
+
+        size_t file_size = Poco::File(path).getSize();
+        size_t expected_file_size = one_mark_bytes_size * marks_count;
+        if (expected_file_size != file_size)
+            throw Exception(
+                "bad size of marks file `" + path + "':" + std::to_string(file_size) + ", must be: " + std::to_string(expected_file_size),
+                ErrorCodes::CORRUPTED_DATA);
+
+
+        auto res = std::make_shared<MarksInCompressedFile>(marks_count);
+        /// Read directly to marks.
+        ReadBufferFromFile buffer(path, file_size, -1);
+        size_t i = 0;
+        while (!buffer.eof())
+        {
+            readIntBinary((*res)[i].offset_in_compressed_file, buffer);
+            readIntBinary((*res)[i].offset_in_decompressed_block, buffer);
+            if (one_mark_bytes_size == sizeof(MarksInCompressedFile)) /// we have index_granularity in marks file
+                readIntBinary((*res)[i].index_granularity, buffer);
+            else
+                (*res)[i].index_granularity = storage_index_granularity;
+            ++i;
+        }
+
+        if (i * one_mark_bytes_size != file_size)
+            throw Exception("Cannot read all marks from file " + path, ErrorCodes::CANNOT_READ_ALL_DATA);
+
+        return res;
+    };
+
+    if (mark_cache)
+    {
+        auto key = mark_cache->hash(path);
+        if (save_marks_in_cache)
+        {
+            marks = mark_cache->getOrSet(key, load);
+        }
+        else
+        {
+            marks = mark_cache->get(key);
+            if (!marks)
+                marks = load();
+        }
+    }
+    else
+        marks = load();
+
+    if (!marks)
+        throw Exception("Failed to load marks: " + path, ErrorCodes::LOGICAL_ERROR);
+}
+
+const MarkInCompressedFile & MarksData::getMark(size_t index)
+{
+    if (!marks)
+        loadMarks();
+    return (*marks)[index];
+}
+}
diff --git a/dbms/src/Storages/MergeTree/MarksData.h b/dbms/src/Storages/MergeTree/MarksData.h
new file mode 100644
index 00000000000..da58ba25818
--- /dev/null
+++ b/dbms/src/Storages/MergeTree/MarksData.h
@@ -0,0 +1,36 @@
+#pragma once
+#include <DataStreams/MarkInCompressedFile.h>
+#include <Storages/MarkCache.h>
+#include <Storages/MergeTree/MergeTreeData.h>
+
+namespace DB
+{
+class MarksData
+{
+public:
+    MarksData(const std::string & path_prefix,
+        const MergeTreeData & storage,
+        size_t marks_count_ = 0,
+        bool save_marks_in_cache_ = true,
+        bool lazy_load = true);
+
+    const MarkInCompressedFile & getMark(size_t index);
+    const size_t & getMarksCount() const
+    {
+        return marks_count;
+    }
+
+private:
+    void loadMarks();
+
+private:
+    const std::string path;
+    const size_t one_mark_bytes_size;
+    const size_t marks_count;
+    const size_t storage_index_granularity;
+    const bool save_marks_in_cache;
+
+    MarkCachePtr mark_cache;
+    MarkCache::MappedPtr marks;
+};
+}