diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
new file mode 100644
index 00000000..1f92b0f9
--- /dev/null
+++ b/.devcontainer/devcontainer.json
@@ -0,0 +1,22 @@
+// For format details, see https://aka.ms/devcontainer.json. For config options, see the
+// README at: https://github.com/devcontainers/templates/tree/main/src/python
+{
+	"name": "Python 3",
+	// Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
+	"image": "mcr.microsoft.com/devcontainers/python:1-3.11-bullseye"
+
+	// Features to add to the dev container. More info: https://containers.dev/features.
+	// "features": {},
+
+	// Use 'forwardPorts' to make a list of ports inside the container available locally.
+	// "forwardPorts": [],
+
+	// Use 'postCreateCommand' to run commands after the container is created.
+	// "postCreateCommand": "pip3 install --user -r requirements.txt",
+
+	// Configure tool-specific properties.
+	// "customizations": {},
+
+	// Uncomment to connect as root instead. More info: https://aka.ms/dev-containers-non-root.
+	// "remoteUser": "root"
+}
diff --git a/.pylintrc b/.pylintrc
index a71657a0..285a676e 100644
--- a/.pylintrc
+++ b/.pylintrc
@@ -360,7 +360,7 @@ indent-after-paren=4
 indent-string='    '
 
 # Maximum number of characters on a single line.
-max-line-length=140
+max-line-length=180
 
 # Maximum number of lines in a module.
 max-module-lines=1000
diff --git a/Pipfile b/Pipfile
new file mode 100644
index 00000000..2bd67e90
--- /dev/null
+++ b/Pipfile
@@ -0,0 +1,13 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+opensearch-benchmark = {file = ".", editable = true}
+
+[dev-packages]
+
+[requires]
+python_version = "3.11"
+python_full_version = "3.11.11"
diff --git a/Pipfile.lock b/Pipfile.lock
new file mode 100644
index 00000000..bb3bb78c
--- /dev/null
+++ b/Pipfile.lock
@@ -0,0 +1,1392 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "e1a1134afb3a24381a238ccf58622d1e6dde3ffe2614fe28fb158a2114c071d9"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_full_version": "3.11.11",
+            "python_version": "3.11"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "aiohappyeyeballs": {
+            "hashes": [
+                "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745",
+                "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==2.4.4"
+        },
+        "aiohttp": {
+            "hashes": [
+                "sha256:012f176945af138abc10c4a48743327a92b4ca9adc7a0e078077cdb5dbab7be0",
+                "sha256:02c13415b5732fb6ee7ff64583a5e6ed1c57aa68f17d2bda79c04888dfdc2769",
+                "sha256:03b6002e20938fc6ee0918c81d9e776bebccc84690e2b03ed132331cca065ee5",
+                "sha256:04814571cb72d65a6899db6099e377ed00710bf2e3eafd2985166f2918beaf59",
+                "sha256:0580f2e12de2138f34debcd5d88894786453a76e98febaf3e8fe5db62d01c9bf",
+                "sha256:06a8e2ee1cbac16fe61e51e0b0c269400e781b13bcfc33f5425912391a542985",
+                "sha256:076bc454a7e6fd646bc82ea7f98296be0b1219b5e3ef8a488afbdd8e81fbac50",
+                "sha256:0c9527819b29cd2b9f52033e7fb9ff08073df49b4799c89cb5754624ecd98299",
+                "sha256:0dc49f42422163efb7e6f1df2636fe3db72713f6cd94688e339dbe33fe06d61d",
+                "sha256:14cdb5a9570be5a04eec2ace174a48ae85833c2aadc86de68f55541f66ce42ab",
+                "sha256:15fccaf62a4889527539ecb86834084ecf6e9ea70588efde86e8bc775e0e7542",
+                "sha256:24213ba85a419103e641e55c27dc7ff03536c4873470c2478cce3311ba1eee7b",
+                "sha256:31d5093d3acd02b31c649d3a69bb072d539d4c7659b87caa4f6d2bcf57c2fa2b",
+                "sha256:3691ed7726fef54e928fe26344d930c0c8575bc968c3e239c2e1a04bd8cf7838",
+                "sha256:386fbe79863eb564e9f3615b959e28b222259da0c48fd1be5929ac838bc65683",
+                "sha256:3bbbfff4c679c64e6e23cb213f57cc2c9165c9a65d63717108a644eb5a7398df",
+                "sha256:3de34936eb1a647aa919655ff8d38b618e9f6b7f250cc19a57a4bf7fd2062b6d",
+                "sha256:40d1c7a7f750b5648642586ba7206999650208dbe5afbcc5284bcec6579c9b91",
+                "sha256:44224d815853962f48fe124748227773acd9686eba6dc102578defd6fc99e8d9",
+                "sha256:47ad15a65fb41c570cd0ad9a9ff8012489e68176e7207ec7b82a0940dddfd8be",
+                "sha256:482cafb7dc886bebeb6c9ba7925e03591a62ab34298ee70d3dd47ba966370d2c",
+                "sha256:49c7dbbc1a559ae14fc48387a115b7d4bbc84b4a2c3b9299c31696953c2a5219",
+                "sha256:4b2c7ac59c5698a7a8207ba72d9e9c15b0fc484a560be0788b31312c2c5504e4",
+                "sha256:4cca22a61b7fe45da8fc73c3443150c3608750bbe27641fc7558ec5117b27fdf",
+                "sha256:4cfce37f31f20800a6a6620ce2cdd6737b82e42e06e6e9bd1b36f546feb3c44f",
+                "sha256:502a1464ccbc800b4b1995b302efaf426e8763fadf185e933c2931df7db9a199",
+                "sha256:53bf2097e05c2accc166c142a2090e4c6fd86581bde3fd9b2d3f9e93dda66ac1",
+                "sha256:593c114a2221444f30749cc5e5f4012488f56bd14de2af44fe23e1e9894a9c60",
+                "sha256:5d6958671b296febe7f5f859bea581a21c1d05430d1bbdcf2b393599b1cdce77",
+                "sha256:5ef359ebc6949e3a34c65ce20230fae70920714367c63afd80ea0c2702902ccf",
+                "sha256:613e5169f8ae77b1933e42e418a95931fb4867b2991fc311430b15901ed67079",
+                "sha256:61b9bae80ed1f338c42f57c16918853dc51775fb5cb61da70d590de14d8b5fb4",
+                "sha256:6362cc6c23c08d18ddbf0e8c4d5159b5df74fea1a5278ff4f2c79aed3f4e9f46",
+                "sha256:65a96e3e03300b41f261bbfd40dfdbf1c301e87eab7cd61c054b1f2e7c89b9e8",
+                "sha256:65e55ca7debae8faaffee0ebb4b47a51b4075f01e9b641c31e554fd376595c6c",
+                "sha256:68386d78743e6570f054fe7949d6cb37ef2b672b4d3405ce91fafa996f7d9b4d",
+                "sha256:68ff6f48b51bd78ea92b31079817aff539f6c8fc80b6b8d6ca347d7c02384e33",
+                "sha256:6ab29b8a0beb6f8eaf1e5049252cfe74adbaafd39ba91e10f18caeb0e99ffb34",
+                "sha256:77ae58586930ee6b2b6f696c82cf8e78c8016ec4795c53e36718365f6959dc82",
+                "sha256:77c4aa15a89847b9891abf97f3d4048f3c2d667e00f8a623c89ad2dccee6771b",
+                "sha256:78153314f26d5abef3239b4a9af20c229c6f3ecb97d4c1c01b22c4f87669820c",
+                "sha256:7852bbcb4d0d2f0c4d583f40c3bc750ee033265d80598d0f9cb6f372baa6b836",
+                "sha256:7e97d622cb083e86f18317282084bc9fbf261801b0192c34fe4b1febd9f7ae69",
+                "sha256:7f3dc0e330575f5b134918976a645e79adf333c0a1439dcf6899a80776c9ab39",
+                "sha256:80886dac673ceaef499de2f393fc80bb4481a129e6cb29e624a12e3296cc088f",
+                "sha256:811f23b3351ca532af598405db1093f018edf81368e689d1b508c57dcc6b6a32",
+                "sha256:86a5dfcc39309470bd7b68c591d84056d195428d5d2e0b5ccadfbaf25b026ebc",
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+                "sha256:8cc5203b817b748adccb07f36390feb730b1bc5f56683445bfe924fc270b8816",
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+                "sha256:98f5635f7b74bcd4f6f72fcd85bea2154b323a9f05226a80bc7398d0c90763b0",
+                "sha256:99b7920e7165be5a9e9a3a7f1b680f06f68ff0d0328ff4079e5163990d046767",
+                "sha256:9bca390cb247dbfaec3c664326e034ef23882c3f3bfa5fbf0b56cad0320aaca5",
+                "sha256:9e2e576caec5c6a6b93f41626c9c02fc87cd91538b81a3670b2e04452a63def6",
+                "sha256:9ef405356ba989fb57f84cac66f7b0260772836191ccefbb987f414bcd2979d9",
+                "sha256:a55d2ad345684e7c3dd2c20d2f9572e9e1d5446d57200ff630e6ede7612e307f",
+                "sha256:ab7485222db0959a87fbe8125e233b5a6f01f4400785b36e8a7878170d8c3138",
+                "sha256:b1fc6b45010a8d0ff9e88f9f2418c6fd408c99c211257334aff41597ebece42e",
+                "sha256:b78f053a7ecfc35f0451d961dacdc671f4bcbc2f58241a7c820e9d82559844cf",
+                "sha256:b99acd4730ad1b196bfb03ee0803e4adac371ae8efa7e1cbc820200fc5ded109",
+                "sha256:be2b516f56ea883a3e14dda17059716593526e10fb6303189aaf5503937db408",
+                "sha256:beb39a6d60a709ae3fb3516a1581777e7e8b76933bb88c8f4420d875bb0267c6",
+                "sha256:bf3d1a519a324af764a46da4115bdbd566b3c73fb793ffb97f9111dbc684fc4d",
+                "sha256:c49a76c1038c2dd116fa443eba26bbb8e6c37e924e2513574856de3b6516be99",
+                "sha256:c5532f0441fc09c119e1dca18fbc0687e64fbeb45aa4d6a87211ceaee50a74c4",
+                "sha256:c6b9e6d7e41656d78e37ce754813fa44b455c3d0d0dced2a047def7dc5570b74",
+                "sha256:c87bf31b7fdab94ae3adbe4a48e711bfc5f89d21cf4c197e75561def39e223bc",
+                "sha256:cbad88a61fa743c5d283ad501b01c153820734118b65aee2bd7dbb735475ce0d",
+                "sha256:cf14627232dfa8730453752e9cdc210966490992234d77ff90bc8dc0dce361d5",
+                "sha256:db1d0b28fcb7f1d35600150c3e4b490775251dea70f894bf15c678fdd84eda6a",
+                "sha256:ddf5f7d877615f6a1e75971bfa5ac88609af3b74796ff3e06879e8422729fd01",
+                "sha256:e44a9a3c053b90c6f09b1bb4edd880959f5328cf63052503f892c41ea786d99f",
+                "sha256:efb15a17a12497685304b2d976cb4939e55137df7b09fa53f1b6a023f01fcb4e",
+                "sha256:fbbaea811a2bba171197b08eea288b9402faa2bab2ba0858eecdd0a4105753a3"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==3.11.10"
+        },
+        "aiosignal": {
+            "hashes": [
+                "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5",
+                "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==1.3.2"
+        },
+        "attrs": {
+            "hashes": [
+                "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff",
+                "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==24.3.0"
+        },
+        "boto3": {
+            "hashes": [
+                "sha256:2bbaf1551b1ed55770cb437d7040f1abe6742601103695057b30ce6328eef286",
+                "sha256:c422b68ae76959b9e23b77eb79e41c3483332f7e1de918d2b083c456d8cf234c"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.35.82"
+        },
+        "botocore": {
+            "hashes": [
+                "sha256:78dd7bf8f49616d00073698d7bbaf5a115208fe730b7b7afae4456adddb3552e",
+                "sha256:e43b97d8cbf19d35ce3a177f144bd97cc370f0a67d0984c7d7cf105ac198748f"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.35.82"
+        },
+        "cachetools": {
+            "hashes": [
+                "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292",
+                "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==5.5.0"
+        },
+        "certifi": {
+            "hashes": [
+                "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56",
+                "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==2024.12.14"
+        },
+        "charset-normalizer": {
+            "hashes": [
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+                "sha256:43193c5cda5d612f247172016c4bb71251c784d7a4d9314677186a838ad34858",
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+                "sha256:fe3b385d996ee0822fd46528d9f0443b880d4d05528fd26a9119a54ec3f91c69"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==0.23.0"
+        }
+    },
+    "develop": {}
+}
diff --git a/osbenchmark/aggregator.py b/osbenchmark/aggregator.py
index 016d90f4..b79f8c47 100644
--- a/osbenchmark/aggregator.py
+++ b/osbenchmark/aggregator.py
@@ -3,12 +3,12 @@
 from typing import Any, Dict, List, Union
 import uuid
 
-from osbenchmark.metrics import FileTestExecutionStore
+from osbenchmark.metrics import FileTestExecutionStore, TestExecution
 from osbenchmark import metrics, workload, config
 from osbenchmark.utils import io as rio
 
 class Aggregator:
-    def __init__(self, cfg, test_executions_dict, args):
+    def __init__(self, cfg, test_executions_dict, args) -> None:
         self.config = cfg
         self.args = args
         self.test_executions = test_executions_dict
@@ -21,69 +21,72 @@ def __init__(self, cfg, test_executions_dict, args):
         self.test_procedure_name = None
         self.loaded_workload = None
 
-    def count_iterations_for_each_op(self, test_execution) -> None:
-        matching_test_procedure = next((tp for tp in self.loaded_workload.test_procedures if tp.name == self.test_procedure_name), None)
+    def count_iterations_for_each_op(self, test_execution: TestExecution) -> None:
+        """Count iterations for each operation in the test execution"""
         workload_params = test_execution.workload_params if test_execution.workload_params else {}
-
         test_execution_id = test_execution.test_execution_id
         self.accumulated_iterations[test_execution_id] = {}
 
-        if matching_test_procedure:
-            for task in matching_test_procedure.schedule:
-                task_name = task.name
-                task_name_iterations = f"{task_name}_iterations"
-                if task_name_iterations in workload_params:
-                    iterations = int(workload_params[task_name_iterations])
-                else:
-                    iterations = task.iterations or 1
-                self.accumulated_iterations[test_execution_id][task_name] = iterations
-        else:
-            raise ValueError(f"Test procedure '{self.test_procedure_name}' not found in the loaded workload.")
+        for task in self.loaded_workload.find_test_procedure_or_default(self.test_procedure_name).schedule:
+            task_name = task.name
+            task_name_iterations = f"{task_name}_iterations"
+            iterations = int(workload_params.get(task_name_iterations, task.iterations or 1))
+            self.accumulated_iterations[test_execution_id][task_name] = iterations
 
-    def accumulate_results(self, test_execution: Any) -> None:
-        for item in test_execution.results.get("op_metrics", []):
-            task = item.get("task", "")
+    def accumulate_results(self, test_execution: TestExecution) -> None:
+        """Accumulate results from a single test execution"""
+        for operation_metric in test_execution.results.get("op_metrics", []):
+            task = operation_metric.get("task", "")
             self.accumulated_results.setdefault(task, {})
             for metric in self.metrics:
                 self.accumulated_results[task].setdefault(metric, [])
-                self.accumulated_results[task][metric].append(item.get(metric))
+                self.accumulated_results[task][metric].append(operation_metric.get(metric))
 
     def aggregate_json_by_key(self, key_path: Union[str, List[str]]) -> Any:
-        all_jsons = [self.test_store.find_by_test_execution_id(id).results for id in self.test_executions.keys()]
-
-        # retrieve nested value from a dictionary given a key path
-        def get_nested_value(obj: Dict[str, Any], path: List[str]) -> Any:
+        """
+        Aggregates JSON results across multiple test executions using a specified key path.
+        Handles nested dictionary structures and calculates averages for numeric values
+        """
+        all_json_results = [self.test_store.find_by_test_execution_id(id).results for id in self.test_executions.keys()]
+
+        def get_nested_value(json_data: Dict[str, Any], path: List[str]) -> Any:
+            """
+            Retrieves a value from a nested dictionary structure using a path of keys.
+            """
             for key in path:
-                if isinstance(obj, dict):
-                    obj = obj.get(key, {})
-                elif isinstance(obj, list) and key.isdigit():
-                    obj = obj[int(key)] if int(key) < len(obj) else {}
+                if isinstance(json_data, dict):
+                    json_data = json_data.get(key, {})
+                elif isinstance(json_data, list) and key.isdigit():
+                    json_data = json_data[int(key)] if int(key) < len(json_data) else {}
                 else:
                     return None
-            return obj
+            return json_data
 
-        def aggregate_helper(objects: List[Any]) -> Any:
-            if not objects:
+        def aggregate_json_elements(json_elements: List[Any]) -> Any:
+            if not json_elements:
                 return None
-            if all(isinstance(obj, (int, float)) for obj in objects):
-                avg = sum(objects) / len(objects)
-                return avg
-            if all(isinstance(obj, dict) for obj in objects):
-                keys = set().union(*objects)
-                return {key: aggregate_helper([obj.get(key) for obj in objects]) for key in keys}
-            if all(isinstance(obj, list) for obj in objects):
-                max_length = max(len(obj) for obj in objects)
-                return [aggregate_helper([obj[i] if i < len(obj) else None for obj in objects]) for i in range(max_length)]
-            return next((obj for obj in objects if obj is not None), None)
+            # If all elements are numbers, calculate the average
+            if all(isinstance(obj, (int, float)) for obj in json_elements):
+                return sum(json_elements) / len(json_elements)
+            # If all elements are dictionaries, recursively aggregate their values
+            if all(isinstance(obj, dict) for obj in json_elements):
+                keys = set().union(*json_elements)
+                return {key: aggregate_json_elements([obj.get(key) for obj in json_elements]) for key in keys}
+            # If all elements are lists, recursively aggregate corresponding elements
+            if all(isinstance(obj, list) for obj in json_elements):
+                max_length = max(len(obj) for obj in json_elements)
+                return [aggregate_json_elements([obj[i] if i < len(obj) else None for obj in json_elements]) for i in range(max_length)]
+            # If elements are of mixed types, return the first non-None value
+            return next((obj for obj in json_elements if obj is not None), None)
 
         if isinstance(key_path, str):
             key_path = key_path.split('.')
 
-        values = [get_nested_value(json, key_path) for json in all_jsons]
-        return aggregate_helper(values)
+        nested_values = [get_nested_value(json_result, key_path) for json_result in all_json_results]
+        return aggregate_json_elements(nested_values)
 
-    def build_aggregated_results(self):
-        test_exe = self.test_store.find_by_test_execution_id(list(self.test_executions.keys())[0])
+    def build_aggregated_results_dict(self) -> Dict[str, Any]:
+        """Builds a dictionary of aggregated metrics from all test executions"""
         aggregated_results = {
             "op_metrics": [],
             "correctness_metrics": self.aggregate_json_by_key("correctness_metrics"),
@@ -147,8 +150,30 @@ def build_aggregated_results(self):
 
             aggregated_results["op_metrics"].append(op_metric)
 
-        # extract the necessary data from the first test execution, since the configurations should be identical for all test executions
+        return aggregated_results
+
+    def update_config_object(self, test_execution: TestExecution) -> None:
+        """
+        Updates the configuration object with values from a test execution.
+        Uses the first test execution as reference since configurations should be identical
+        """
         current_timestamp = self.config.opts("system", "time.start")
+        self.config.add(config.Scope.applicationOverride, "builder",
+                        "provision_config_instance.names", test_execution.provision_config_instance)
+        self.config.add(config.Scope.applicationOverride, "system",
+                        "env.name", test_execution.environment_name)
+        self.config.add(config.Scope.applicationOverride, "system", "time.start", current_timestamp)
+        self.config.add(config.Scope.applicationOverride, "test_execution", "pipeline", test_execution.pipeline)
+        self.config.add(config.Scope.applicationOverride, "workload", "params", test_execution.workload_params)
+        self.config.add(config.Scope.applicationOverride, "builder",
+                        "provision_config_instance.params", test_execution.provision_config_instance_params)
+        self.config.add(config.Scope.applicationOverride, "builder", "plugin.params", test_execution.plugin_params)
+        self.config.add(config.Scope.applicationOverride, "workload", "latency.percentiles", test_execution.latency_percentiles)
+        self.config.add(config.Scope.applicationOverride, "workload", "throughput.percentiles", test_execution.throughput_percentiles)
+
+    def build_aggregated_results(self) -> TestExecution:
+        test_exe = self.test_store.find_by_test_execution_id(list(self.test_executions.keys())[0])
+        aggregated_results = self.build_aggregated_results_dict()
 
         if hasattr(self.args, 'results_file') and self.args.results_file != "":
             normalized_results_file = rio.normalize_path(self.args.results_file, self.cwd)
@@ -165,19 +190,7 @@ def build_aggregated_results(self):
 
         print("Aggregate test execution ID: ", test_execution_id)
 
-        # add values to the configuration object
-        self.config.add(config.Scope.applicationOverride, "builder",
-                        "provision_config_instance.names", test_exe.provision_config_instance)
-        self.config.add(config.Scope.applicationOverride, "system",
-                        "env.name", test_exe.environment_name)
-        self.config.add(config.Scope.applicationOverride, "system", "time.start", current_timestamp)
-        self.config.add(config.Scope.applicationOverride, "test_execution", "pipeline", test_exe.pipeline)
-        self.config.add(config.Scope.applicationOverride, "workload", "params", test_exe.workload_params)
-        self.config.add(config.Scope.applicationOverride, "builder",
-                        "provision_config_instance.params", test_exe.provision_config_instance_params)
-        self.config.add(config.Scope.applicationOverride, "builder", "plugin.params", test_exe.plugin_params)
-        self.config.add(config.Scope.applicationOverride, "workload", "latency.percentiles", test_exe.latency_percentiles)
-        self.config.add(config.Scope.applicationOverride, "workload", "throughput.percentiles", test_exe.throughput_percentiles)
+        self.update_config_object(test_exe)
 
         loaded_workload = workload.load_workload(self.config)
         test_procedure_object = loaded_workload.find_test_procedure_or_default(self.test_procedure_name)
@@ -223,7 +236,7 @@ def calculate_weighted_average(self, task_metrics: Dict[str, List[Any]], task_na
 
         return weighted_metrics
 
-    def calculate_rsd(self, values: List[Union[int, float]], metric_name: str):
+    def calculate_rsd(self, values: List[Union[int, float]], metric_name: str) -> Union[float, str]:
         if not values:
             raise ValueError(f"Cannot calculate RSD for metric '{metric_name}': empty list of values")
         if len(values) == 1:
diff --git a/tests/aggregator_test.py b/tests/aggregator_test.py
index 32be06cb..d963de60 100644
--- a/tests/aggregator_test.py
+++ b/tests/aggregator_test.py
@@ -50,6 +50,7 @@ def test_count_iterations_for_each_op(aggregator):
     mock_test_procedure.schedule = mock_schedule
     mock_workload.test_procedures = [mock_test_procedure]
 
+    mock_workload.find_test_procedure_or_default = Mock(return_value=mock_test_procedure)
     mock_test_execution = Mock(test_execution_id="test1", workload_params={})
 
     aggregator.loaded_workload = mock_workload