googleapis · chandra-siri · Feb 10, 2026 · Feb 11, 2026 · Feb 11, 2026 · Feb 11, 2026
@@ -11,7 +11,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-from typing import Any, List
+from typing import Any, List, Optional
 import statistics
 import io
 import os
@@ -22,7 +22,10 @@ def publish_benchmark_extra_info(
     params: Any,
     benchmark_group: str = "read",
     true_times: List[float] = [],
+    download_bytes_list: Optional[List[int]] = None,
+    duration: Optional[int] = None,
 ) -> None:
+
     """
     Helper function to publish benchmark parameters to the extra_info property.
     """
@@ -40,14 +43,25 @@ def publish_benchmark_extra_info(
     benchmark.extra_info["bucket_type"] = params.bucket_type
     benchmark.extra_info["processes"] = params.num_processes
     benchmark.group = benchmark_group
+    print('this is download bytes list', download_bytes_list)
 
-    object_size = params.file_size_bytes
-    num_files = params.num_files
-    total_uploaded_mib = object_size / (1024 * 1024) * num_files
-    min_throughput = total_uploaded_mib / benchmark.stats["max"]
-    max_throughput = total_uploaded_mib / benchmark.stats["min"]
-    mean_throughput = total_uploaded_mib / benchmark.stats["mean"]
-    median_throughput = total_uploaded_mib / benchmark.stats["median"]
+    if download_bytes_list is not None:
+        assert duration is not None, "Duration must be provided if total_bytes_transferred is provided."
+        throughputs_list = [x / duration / (1024 * 1024) for x in download_bytes_list]
+        min_throughput = min(throughputs_list)
+        max_throughput = max(throughputs_list)
+        mean_throughput = statistics.mean(throughputs_list)
+        median_throughput = statistics.median(throughputs_list)
+
+
+    else:
+        object_size = params.file_size_bytes
+        num_files = params.num_files
+        total_uploaded_mib = object_size / (1024 * 1024) * num_files
+        min_throughput = total_uploaded_mib / benchmark.stats["max"]
+        max_throughput = total_uploaded_mib / benchmark.stats["min"]
+        mean_throughput = total_uploaded_mib / benchmark.stats["mean"]
+        median_throughput = total_uploaded_mib / benchmark.stats["median"]
 
     benchmark.extra_info["throughput_MiB_s_min"] = min_throughput
     benchmark.extra_info["throughput_MiB_s_max"] = max_throughput

@@ -0,0 +1,21 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+import pytest
+
+
+@pytest.fixture
+def workload_params(request):
+    params = request.param
+    files_names = [f'fio-go_storage_fio.0.{i}' for i in range(0, params.num_processes)]
+    return params, files_names
@@ -0,0 +1,106 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+import itertools
+import os
+from typing import Dict, List
+
+import yaml
+
+try:
+    from tests.perf.microbenchmarks.time_based.reads.parameters import (
+        TimeBasedReadParameters,
+    )
+except ModuleNotFoundError:
+    from reads.parameters import TimeBasedReadParameters
+
+
+def _get_params() -> Dict[str, List[TimeBasedReadParameters]]:
+    """Generates a dictionary of benchmark parameters for time based read operations."""
+    params: Dict[str, List[TimeBasedReadParameters]] = {}
+    config_path = os.path.join(os.path.dirname(__file__), "config.yaml")
+    with open(config_path, "r") as f:
+        config = yaml.safe_load(f)
+
+    common_params = config["common"]
+    bucket_types = common_params["bucket_types"]
+    file_sizes_mib = common_params["file_sizes_mib"]
+    chunk_sizes_kib = common_params["chunk_sizes_kib"]
+    num_ranges = common_params["num_ranges"]
+    rounds = common_params["rounds"]
+    duration = common_params["duration"]
+    warmup_duration = common_params["warmup_duration"]
+
+    bucket_map = {
+        "zonal": os.environ.get(
+            "DEFAULT_RAPID_ZONAL_BUCKET",
+            config["defaults"]["DEFAULT_RAPID_ZONAL_BUCKET"],
+        ),
+        "regional": os.environ.get(
+            "DEFAULT_STANDARD_BUCKET", config["defaults"]["DEFAULT_STANDARD_BUCKET"]
+        ),
+    }
+
+    for workload in config["workload"]:
+        workload_name = workload["name"]
+        params[workload_name] = []
+        pattern = workload["pattern"]
+        processes = workload["processes"]
+        coros = workload["coros"]
+
+        # Create a product of all parameter combinations
+        product = itertools.product(
+            bucket_types,
+            file_sizes_mib,
+            chunk_sizes_kib,
+            num_ranges,
+            processes,
+            coros,
+        )
+
+        for (
+            bucket_type,
+            file_size_mib,
+            chunk_size_kib,
+            num_ranges_val,
+            num_processes,
+            num_coros,
+        ) in product:
+            file_size_bytes = file_size_mib * 1024 * 1024
+            chunk_size_bytes = chunk_size_kib * 1024
+            bucket_name = bucket_map[bucket_type]
+
+            num_files = num_processes * num_coros
+
+            # Create a descriptive name for the parameter set
+            name = f"{pattern}_{bucket_type}_{num_processes}p_{file_size_mib}MiB_{chunk_size_kib}KiB_{num_ranges_val}ranges"
+
+            params[workload_name].append(
+                TimeBasedReadParameters(
+                    name=name,
+                    workload_name=workload_name,
+                    pattern=pattern,
+                    bucket_name=bucket_name,
+                    bucket_type=bucket_type,
+                    num_coros=num_coros,
+                    num_processes=num_processes,
+                    num_files=num_files,
+                    rounds=rounds,
+                    chunk_size_bytes=chunk_size_bytes,
+                    file_size_bytes=file_size_bytes,
+                    duration=duration,
+                    warmup_duration=warmup_duration,
+                    num_ranges=num_ranges_val,
+                )
+            )
+    return params
@@ -0,0 +1,28 @@
+common:
+  bucket_types:
+    - "regional"
+    - "zonal"
+  file_sizes_mib:
+    - 10240 # 10GiB
+  chunk_sizes_kib: [64] # 16KiB
+  num_ranges: [1]
+  rounds: 1
+  duration: 30 # seconds
+  warmup_duration: 5 # seconds
+
+workload:
+  ############# multi process multi coroutine #########
+  - name: "read_seq_multi_process"
+    pattern: "seq"
+    coros: [1]
+    processes: [96]
+
+
+  - name: "read_rand_multi_process"
+    pattern: "rand"
+    coros: [1]
+    processes: [1]
+
+defaults:
+  DEFAULT_RAPID_ZONAL_BUCKET: "chandrasiri-benchmarks-zb"
+  DEFAULT_STANDARD_BUCKET: "chandrasiri-benchmarks-rb"
@@ -0,0 +1,23 @@
+# Copyright 2026 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+from dataclasses import dataclass
+from tests.perf.microbenchmarks.parameters import IOBenchmarkParameters
+
+
+@dataclass
+class TimeBasedReadParameters(IOBenchmarkParameters):
+    pattern: str
+    duration: int
+    warmup_duration: int
+    num_ranges: int