many updates in report code and in storage structure, this commit is broken
diff --git a/wally/suits/io/fio.py b/wally/suits/io/fio.py
index bf2e6b3..77d7a75 100644
--- a/wally/suits/io/fio.py
+++ b/wally/suits/io/fio.py
@@ -1,10 +1,10 @@
-import array
 import os.path
 import logging
-from typing import cast, Any, Tuple, List
+from typing import cast, Any, List, Union
+
+import numpy
 
 import wally
-
 from ...utils import StopTestError, ssize2b, b2ssize
 from ...node_interfaces import IRPCNode
 from ...node_utils import get_os
@@ -36,7 +36,7 @@
         self.use_system_fio = get('use_system_fio', False)  # type: bool
         self.use_sudo = get("use_sudo", True)  # type: bool
         self.force_prefill = get('force_prefill', False)  # type: bool
-
+        self.skip_prefill = get('skip_prefill', False)  # type: bool
         self.load_profile_name = self.suite.params['load']  # type: str
 
         if os.path.isfile(self.load_profile_name):
@@ -71,6 +71,11 @@
 
             self.file_size = list(sizes)[0]
             logger.info("Detected test file size is %sB", b2ssize(self.file_size))
+            if self.file_size % (4 * 1024 ** 2) != 0:
+                tail = self.file_size % (4 * 1024 ** 2)
+                logger.warning("File size is not proportional to 4M, %sb at the end will not be used for test",
+                               str(tail // 1024) + "Kb" if tail > 1024 else str(tail) + "b")
+                self.file_size -= self.file_size % (4 * 1024 ** 2)
             self.load_params['FILESIZE'] = self.file_size
         else:
             self.file_size = ssize2b(self.load_params['FILESIZE'])
@@ -107,16 +112,18 @@
 
         self.install_utils(node)
 
-        mb = int(self.file_size / 1024 ** 2)
-        logger.info("Filling test file %s on node %s with %sMiB of random data", self.file_name, node.info, mb)
-        is_prefilled, fill_bw = node.conn.fio.fill_file(self.file_name, mb,
-                                                        force=self.force_prefill,
-                                                        fio_path=self.fio_path)
-
-        if not is_prefilled:
-            logger.info("Test file on node %s is already prefilled", node.info)
-        elif fill_bw is not None:
-            logger.info("Initial fio fill bw is %s MiBps for %s", fill_bw, node.info)
+        if self.skip_prefill:
+            logger.info("Prefill is skipped due to 'skip_prefill' set to true")
+        else:
+            mb = int(self.file_size / 1024 ** 2)
+            logger.info("Filling test file %s on node %s with %sMiB of random data", self.file_name, node.info, mb)
+            is_prefilled, fill_bw = node.conn.fio.fill_file(self.file_name, mb,
+                                                            force=self.force_prefill,
+                                                            fio_path=self.fio_path)
+            if not is_prefilled:
+                logger.info("Test file on node %s is already prefilled", node.info)
+            elif fill_bw is not None:
+                logger.info("Initial fio fill bw is %s MiBps for %s", fill_bw, node.info)
 
     def install_utils(self, node: IRPCNode) -> None:
         os_info = get_os(node)
@@ -170,16 +177,16 @@
         path = DataSource(suite_id=self.suite.storage_id,
                           job_id=job.storage_id,
                           node_id=node.node_id,
-                          dev='fio',
-                          sensor='stdout',
+                          sensor='fio',
+                          dev=None,
+                          metric='stdout',
                           tag='json')
-
         self.storage.put_extra(fio_out, path)
         node.conn.fs.unlink(self.remote_output_file)
 
         files = [name for name in node.conn.fs.listdir(self.exec_folder)]
         result = []
-        for name, file_path in get_log_files(cast(FioJobConfig, job)):
+        for name, file_path, units in get_log_files(cast(FioJobConfig, job)):
             log_files = [fname for fname in files if fname.startswith(file_path)]
             if len(log_files) != 1:
                 logger.error("Found %s files, match log pattern %s(%s) - %s",
@@ -196,8 +203,10 @@
                 logger.exception("Error during parse %s fio log file - can't decode usint UTF8", name)
                 raise StopTestError()
 
-            parsed = array.array('L' if name == 'lat' else 'Q')
-            times = array.array('Q')
+            # TODO: fix units, need to get array type from stream
+
+            parsed = []  # type: List[Union[List[int], int]]
+            times = []
 
             for idx, line in enumerate(log_data):
                 line = line.strip()
@@ -214,19 +223,23 @@
                                              .format(expected_lat_bins, len(vals), time_ms_s))
                                 raise StopTestError()
 
-                            parsed.extend(vals)
+                            parsed.append(vals)
                         else:
                             parsed.append(int(val_s.strip()))
                     except ValueError:
                         logger.exception("Error during parse %s fio log file in line %s: %r", name, idx, line)
                         raise StopTestError()
 
+            if not self.suite.keep_raw_files:
+                raw_result = None
+
             result.append(TimeSeries(name=name,
                                      raw=raw_result,
-                                     second_axis_size=expected_lat_bins if name == 'lat' else 1,
-                                     data=parsed,
-                                     times=times,
-                                     source=path(sensor=name, tag=None)))
+                                     data=numpy.array(parsed, dtype='uint64'),
+                                     units=units,
+                                     times=numpy.array(times, dtype='uint64'),
+                                     time_units='ms',
+                                     source=path(metric=name, tag='csv')))
         return result
 
     def format_for_console(self, data: Any) -> str:
diff --git a/wally/suits/io/fio_job.py b/wally/suits/io/fio_job.py
index 0f55e91..2d8d78a 100644
--- a/wally/suits/io/fio_job.py
+++ b/wally/suits/io/fio_job.py
@@ -53,15 +53,26 @@
     @property
     def long_summary(self) -> str:
         """Readable long summary for management and deployment engineers"""
-        res = "{0[sync_mode_long]} {0[oper]} {1}".format(self, b2ssize(self['bsize'] * 1024))
+        res = "{0[oper]}, {0.sync_mode_long}, block size {1}B".format(self, b2ssize(self['bsize'] * 1024))
         if self['qd'] is not None:
-            res += " QD = " + str(self['qd'])
+            res += ", QD = " + str(self['qd'])
         if self['thcount'] not in (1, None):
-            res += " threads={0[thcount]}".format(self)
+            res += ", threads={0[thcount]}".format(self)
         if self['write_perc'] is not None:
-            res += " write_perc={0[write_perc]}%".format(self)
+            res += ", write_perc={0[write_perc]}%".format(self)
         return res
 
+    def copy(self, **kwargs: Dict[str, Any]) -> 'FioJobParams':
+        np = self.params.copy()
+        np.update(kwargs)
+        return self.__class__(**np)
+
+    @property
+    def char_tpl(self) -> Tuple[Union[str, int], ...]:
+        mint = lambda x: -10000000000 if x is None else int(x)
+        return self['oper'], mint(self['bsize']), self['sync_mode'], \
+            mint(self['thcount']), mint(self['qd']), mint(self['write_perc'])
+
 
 class FioJobConfig(JobConfig):
     """Fio job configuration"""
@@ -157,7 +168,7 @@
         return len(list(self.required_vars())) == 0
 
     def __str__(self) -> str:
-        res = "[{0}]\n".format(self.params.summary)
+        res = "[{0}]\n".format(self.summary)
 
         for name, val in self.vals.items():
             if name.startswith('_') or name == name.upper():
@@ -180,4 +191,6 @@
     @classmethod
     def fromraw(cls, data: Dict[str, Any]) -> 'FioJobConfig':
         data['vals'] = OrderedDict(data['vals'])
+        data['_sync_mode'] = None
+        data['_params'] = None
         return cast(FioJobConfig, super().fromraw(data))
diff --git a/wally/suits/io/fio_task_parser.py b/wally/suits/io/fio_task_parser.py
index c1b4bc3..bdcec23 100644
--- a/wally/suits/io/fio_task_parser.py
+++ b/wally/suits/io/fio_task_parser.py
@@ -288,19 +288,18 @@
     return fio_config_parse(fio_config_lexer(source, fname))
 
 
-def get_log_files(sec: FioJobConfig, iops: bool = False) -> List[Tuple[str, str]]:
-    res = []  # type: List[Tuple[str, str]]
+def get_log_files(sec: FioJobConfig, iops: bool = False) -> Iterator[Tuple[str, str, str]]:
+    res = []  # type: List[Tuple[str, str, str]]
 
-    keys = [('write_bw_log', 'bw'), ('write_hist_log', 'lat')]
+    keys = [('write_bw_log', 'bw', 'kibps'),
+            ('write_hist_log', 'lat', 'us')]
     if iops:
-        keys.append(('write_iops_log', 'iops'))
+        keys.append(('write_iops_log', 'iops', 'iops'))
 
-    for key, name in keys:
+    for key, name, units in keys:
         log = sec.vals.get(key)
         if log is not None:
-            res.append((name, log))
-
-    return res
+            yield (name, log, units)
 
 
 def fio_cfg_compile(source: str, fname: str, test_params: FioParams) -> Iterator[FioJobConfig]:
diff --git a/wally/suits/io/hdd.cfg b/wally/suits/io/hdd.cfg
index 95c8cec..eff64cd 100644
--- a/wally/suits/io/hdd.cfg
+++ b/wally/suits/io/hdd.cfg
@@ -1,44 +1,23 @@
 [global]
-include defaults.cfg
+include defaults_qd.cfg
 
-# NUMJOBS={% 1, 5, 10, 15, 20, 30, 40, 80 %}
-
-NUMJOBS={% 1, 5, 10, 15, 25, 40 %}
-
-ramp_time=30
-runtime=120
-
+QD={% 1, 2, 4, 8, 16, 32, 64 %}
+runtime=300
 direct=1
 
 # ---------------------------------------------------------------------
-# check different thread count, sync mode. (latency, iops) = func(th_count)
+# check different thread count, direct read mode. (latency, iops) = func(QD)
 # ---------------------------------------------------------------------
 [hdd_{TEST_SUMM}]
 blocksize=4k
-rw=randwrite
-sync=1
-numjobs={NUMJOBS}
+rw={% randread, randwrite %}
+iodepth={QD}
 
 # ---------------------------------------------------------------------
-# check different thread count, direct read mode. (latency, iops) = func(th_count)
-# also check iops for randread
-# ---------------------------------------------------------------------
-[hdd_{TEST_SUMM}]
-blocksize=4k
-rw=randread
-numjobs={NUMJOBS}
-
-# ---------------------------------------------------------------------
-# No reason for th count > 1 in case of sequantial operations
+# No reason for QD > 1 in case of sequential operations
 # ot they became random
 # ---------------------------------------------------------------------
 [hdd_{TEST_SUMM}]
 blocksize=1m
 rw={% read, write %}
-
-# ---------------------------------------------------------------------
-# check IOPS randwrite.
-# ---------------------------------------------------------------------
-[hdd_{TEST_SUMM}]
-blocksize=4k
-rw=randwrite
+iodepth=1