diff --git a/docs/examples/read/perfflowaspect.py b/docs/examples/read/perfflowaspect.py
new file mode 100755
index 00000000..dc25f516
--- /dev/null
+++ b/docs/examples/read/perfflowaspect.py
@@ -0,0 +1,31 @@
+#!/usr/bin/env python
+#
+# Copyright 2017-2023 Lawrence Livermore National Security, LLC and other
+# Hatchet Project Developers. See the top-level LICENSE file for details.
+#
+# SPDX-License-Identifier: MIT
+
+import hatchet as ht
+
+
+if __name__ == "__main__":
+    # pfa_file = "../../../hatchet/tests/data/perfflowaspect-smoketests/array_compact.pfw"
+    # pfa_file = "../../../hatchet/tests/data/perfflowaspect-smoketests/array_verbose.pfw"
+    # pfa_file = "../../../hatchet/tests/data/perfflowaspect-smoketests/object_compact_adiak.pfw"
+    pfa_file = "../../../hatchet/tests/data/perfflowaspect-smoketests/object_verbose_adiak.pfw"
+
+    gf = ht.GraphFrame.from_perfflowaspect(pfa_file)
+
+    # Printout the DataFrame component of the GraphFrame.
+    print(gf.dataframe)
+    print(gf.metadata)
+
+    print(len(gf.graph.roots))
+
+    for i, node in enumerate(gf.graph.traverse()):
+        print(node._hatchet_nid, node, list(node.parents), list(node.children))
+
+    # Printout the graph component of the GraphFrame.
+    # Use "ts" as the metric column to be displayed
+    print(gf.tree(metric_column=["dur"]))
+    # print(gf.tree(metric_column="ts"))
diff --git a/hatchet/graphframe.py b/hatchet/graphframe.py
index ee81e773..755ae4d6 100644
--- a/hatchet/graphframe.py
+++ b/hatchet/graphframe.py
@@ -395,6 +395,12 @@ def from_hdf(filename, **kwargs):
                 )
             raise ve
 
+    @staticmethod
+    def from_perfflowaspect(filename, scan_memory=False, scan_cpu=False):
+        from .readers.perfflowaspect_reader import PerfFlowAspectReader
+        
+        return PerfFlowAspectReader(filename, scan_memory=False, scan_cpu=False).read()
+
     @deprecated(
         "Reading from/writing to HDF5 is deprecated and will be removed in a later version."
     )
diff --git a/hatchet/readers/hpctoolkit_reader_latest.py b/hatchet/readers/hpctoolkit_reader_latest.py
index 237d47dd..f8bf3f44 100644
--- a/hatchet/readers/hpctoolkit_reader_latest.py
+++ b/hatchet/readers/hpctoolkit_reader_latest.py
@@ -49,7 +49,6 @@ def read_string(data: bytes, offset: int) -> str:
 
 
 class HPCToolkitReaderLatest:
-
     def __init__(
         self,
         dir_path: str,
@@ -287,15 +286,15 @@ def _parse_context(
 
                 elif lexicalType == 3:
                     (pModule, offset) = safe_unpack("<QQ", meta_db, flex_offset)
-                    frame["name"] = (
-                        f"{self._parse_load_module(meta_db, pModule)['module_path']}:{offset}"
-                    )
+                    frame[
+                        "name"
+                    ] = f"{self._parse_load_module(meta_db, pModule)['module_path']}:{offset}"
 
                 else:
                     (pFile, line) = safe_unpack("<QL", meta_db, flex_offset)
-                    frame["name"] = (
-                        f"{self._parse_source_file(meta_db, pFile)['file_path']}:{line}"
-                    )
+                    frame[
+                        "name"
+                    ] = f"{self._parse_source_file(meta_db, pFile)['file_path']}:{line}"
 
             node = self._store_cct_node(ctxId, frame, parent, parent._depth + 1)
 
@@ -356,13 +355,13 @@ def _read_summary_profile(
                         ] = value
 
                         if self._metric_descriptions[metricId].endswith("(i)"):
-                            self._inclusive_metrics[metricId] = (
-                                self._metric_descriptions[metricId]
-                            )
+                            self._inclusive_metrics[
+                                metricId
+                            ] = self._metric_descriptions[metricId]
                         else:
-                            self._exclusive_metrics[metricId] = (
-                                self._metric_descriptions[metricId]
-                            )
+                            self._exclusive_metrics[
+                                metricId
+                            ] = self._metric_descriptions[metricId]
 
     def _read_cct(
         self,
diff --git a/hatchet/readers/perfflowaspect_reader.py b/hatchet/readers/perfflowaspect_reader.py
new file mode 100644
index 00000000..0d1c80ef
--- /dev/null
+++ b/hatchet/readers/perfflowaspect_reader.py
@@ -0,0 +1,191 @@
+import json
+import pandas as pd
+
+import hatchet.graphframe
+from hatchet.node import Node
+from hatchet.graph import Graph
+from hatchet.frame import Frame
+
+
+class PerfFlowAspectReader:
+    """Create a GraphFrame from PerfFlowAspect trace files.
+
+    Return:
+        (GraphFrame): graphframe containing data from dictionaries
+    """
+
+    def __init__(self, filename, scan_memory=False, scan_cpu=False):
+        """
+        filename (str): A path to a PerfFlowAspect trace file.
+        scan_memory (bool): Whether or not to include memory usage statistics
+        scan_cpu (bool): Whether or not to include CPU usage statistics
+        """
+        self.scan_memory = scan_memory
+        self.scan_cpu = scan_cpu
+        with open(filename, "r+") as file:
+            raw = file.read()
+            
+            try:
+                data = json.loads(raw)
+            except json.JSONDecodeError:
+                fixed = self._repair_array_json(raw)
+                try:
+                    data = json.loads(fixed)
+                except json.JSONDecodeError as e:
+                    raise ValueError(f"Trace file could not be parsed or repaired: {e}")
+            
+            if isinstance(data, dict) and "traceEvents" in data and isinstance(data["traceEvents"], list):
+                obj = data
+                self.displayTimeUnit = obj.get("displayTimeUnit")
+                self.metadata = obj.get("otherData", {})
+                self.spec_dict = obj["traceEvents"]
+            elif isinstance(data, list):
+                self.displayTimeUnit = None
+                self.metadata = {}
+                self.spec_dict = data
+            else:
+                raise ValueError("Trace must be either object or array format")
+
+        # Change verbose output to compact output
+        if self.spec_dict and self.spec_dict[0].get("ph") == "B":
+            stack = []
+            final = []
+            for event in self.spec_dict:
+                ph = event.get("ph")
+
+                if ph == "B":
+                    stack.append(event.copy())
+                elif ph == "E":
+                    if not stack:
+                        continue
+                    start = stack.pop()
+                    merged = start
+                    merged["dur"] = event["ts"] - start["ts"]
+                    merged["ph"] = "X"
+                    final.append(merged)
+            self.spec_dict = final
+
+    def _repair_array_json(self, text):
+        text = text.rstrip()
+        text = text.replace(",\n]", "\n]")
+        if not text.endswith("]"):
+            text += "]"
+        if not text.lstrip().startswith("["):
+            text = "[" + text
+        return text
+
+    def sort(self):
+        # Sort the spec_dict based on the end time (ts + dur) of each function
+        self.spec_dict = sorted(
+            self.spec_dict, key=lambda item: item["ts"] + item["dur"]
+        )
+
+    def read(self):
+        roots = []
+        node_mapping = {}  # Dictionary to keep track of the nodes
+        node_dicts = []
+        usage_pairings = {}  # usage_pairings[ts] = (memory, cpu)
+
+        # Error if attempt is made to retrieve statistics,
+        # but no statistics exist.
+        if all("C" not in item["ph"] for item in self.spec_dict) and (
+            self.scan_cpu or self.scan_memory
+        ):
+            raise ValueError("No statistics in the provided file!")
+
+        for item in self.spec_dict:
+            # the following values always appear in a PerfFlowAspect log
+            name = item["name"]
+            ts = item["ts"] * 1e-6 # convert to seconds
+            ph = item["ph"]
+
+            # these items may or may not appear.
+            dur = None
+            memory = 0
+            cpu = 0
+
+            # If statistic event, get the statistics and match with
+            # the timestamp.
+            if ph == "C":
+                valid_statistic = False
+                if self.scan_memory:
+                    if item["args"]["memory_usage"] != 0:
+                        memory = item["args"]["memory_usage"]
+                        valid_statistic = True
+                if self.scan_cpu:
+                    if item["args"]["cpu_usage"] != 0.0:
+                        cpu = item["args"]["cpu_usage"]
+                        valid_statistic = True
+                if valid_statistic:
+                    usage_pairings[ts] = (memory, cpu)
+                continue
+
+            dur = item["dur"] * 1e-6
+
+            # A Frame always consists of these values
+            frame_values = {"name": name, "type": "function", "ts": ts, "dur": dur}
+
+            # Optionally, if logging statistics, insert memory and cpu usage
+            # into the Frame
+            if self.scan_memory:
+                memory = usage_pairings[ts][0]
+                frame_values["usage_memory"] = memory
+            if self.scan_cpu:
+                cpu = usage_pairings[ts][1]
+                frame_values["usage_cpu"] = cpu
+
+            # Create a Frame and Node for the function
+            # Frame stores information about the node
+            # Node represents a node in the hierarchical graph structure
+            frame = Frame(frame_values)
+            node = Node(frame, parent=None, hnid=-1)
+
+            # check the relationships between node and roots
+            for root in reversed(roots):
+                # if node is a parent of root node
+                if (ts < root.frame["ts"]) and (
+                    ts + dur > root.frame["ts"] + root.frame["dur"]
+                ):
+                    node.add_child(root)
+                    root.add_parent(node)
+                    roots.pop()
+            roots.append(node)
+
+            node_dict_vals = {
+                "node": node,
+                "name": name,
+                "ts": ts,
+                "dur": dur,
+                "pid": item["pid"],
+                "tid": item["tid"],
+                "ph": item["ph"],
+            }
+            if self.scan_memory:
+                node_dict_vals["usage_memory"] = memory
+            if self.scan_cpu:
+                node_dict_vals["usage_cpu"] = cpu
+
+            node_dict = dict(node_dict_vals)
+            node_dicts.append(node_dict)
+
+            # Store the Node object with its name for future reference
+            print("Add", name, "to node map")
+            node_mapping[name] = node
+
+        # Create the Graph object from the root nodes
+        graph = Graph(roots)
+        graph.enumerate_traverse()
+
+        dataframe = pd.DataFrame(data=node_dicts)
+        dataframe.set_index(["node"], inplace=True)
+        dataframe.sort_index(inplace=True)
+
+        exc_metrics = []
+        inc_metrics = []
+        for col in dataframe.columns:
+            if "(inc)" in col:
+                inc_metrics.append(col)
+            else:
+                exc_metrics.append(col)
+
+        return hatchet.graphframe.GraphFrame(graph, dataframe, metadata=self.metadata)
diff --git a/hatchet/readers/timemory_reader.py b/hatchet/readers/timemory_reader.py
index 4e0a7f70..ba69ced9 100644
--- a/hatchet/readers/timemory_reader.py
+++ b/hatchet/readers/timemory_reader.py
@@ -206,9 +206,9 @@ def match_labels_and_values(_metric_stats, _metric_label, _metric_type):
                 # match with metric labels if _metric_stat item is a list.
                 elif isinstance(_item, list):
                     for i in range(len(_item)):
-                        _ret["{}.{}{}".format(_key, _metric_label[i], _metric_type)] = (
-                            _item[i]
-                        )
+                        _ret[
+                            "{}.{}{}".format(_key, _metric_label[i], _metric_type)
+                        ] = _item[i]
                 # check if _metric_stat item is not a dict or list
                 else:
                     _ret["{}.{}{}".format(_key, _metric_label, _metric_type)] = _item
diff --git a/hatchet/tests/conftest.py b/hatchet/tests/conftest.py
index 7b78deed..99cb26a6 100644
--- a/hatchet/tests/conftest.py
+++ b/hatchet/tests/conftest.py
@@ -1102,6 +1102,215 @@ def json_graphframe_specification(data_dir, tmpdir):
     return tmpfile
 
 
+@pytest.fixture
+def foobar_perfflowaspect_array(data_dir, tmpdir):
+    """Builds a temporary directory containing the foobar PerfFlowAspect file."""
+    pfa_dir = os.path.join(data_dir, "perfflowaspect-foobar")
+    pfa_file = os.path.join(pfa_dir, "perfflow.quartz1532.3570764-1iter.pfw")
+
+    shutil.copy(pfa_file, str(tmpdir))
+    tmpfile = os.path.join(str(tmpdir), "perfflow.quartz1532.3570764-1iter.pfw")
+
+    return tmpfile
+
+
+@pytest.fixture
+def laghos_perfflowaspect_array(data_dir, tmpdir):
+    """Builds a temporary directory containing the laghos PerfFlowAspect file."""
+    pfa_dir = os.path.join(data_dir, "perfflowaspect-laghos")
+    pfa_file = os.path.join(pfa_dir, "laghos_1iter.pfw")
+
+    shutil.copy(pfa_file, str(tmpdir))
+    tmpfile = os.path.join(str(tmpdir), "laghos_1iter.pfw")
+
+    return tmpfile
+
+
+@pytest.fixture
+def smoketest_perfflowaspect(data_dir, tmpdir):
+    """Builds a temporary directory containining the smoketest PerfFlowAspect
+    file without usage statistics"""
+    pfa_dir = os.path.join(data_dir, "perfflowaspect-cpu-mem")
+    pfa_file = os.path.join(pfa_dir, "smoketest.array.turing.pfw")
+
+    shutil.copy(pfa_file, str(tmpdir))
+    tmpfile = os.path.join(str(tmpdir), "smoketest.array.turing.pfw")
+
+    return tmpfile
+
+
+@pytest.fixture
+def smoketest_perfflowaspect_stats(data_dir, tmpdir):
+    """Builds a temporary directory containining the smoketest PerfFlowAspect
+    file with usage statistics"""
+    pfa_dir = os.path.join(data_dir, "perfflowaspect-cpu-mem")
+    pfa_file = os.path.join(pfa_dir, "smoketest.withusage.array.turing.pfw")
+
+    shutil.copy(pfa_file, str(tmpdir))
+    tmpfile = os.path.join(str(tmpdir), "smoketest.withusage.array.turing.pfw")
+
+    return tmpfile
+
+
+@pytest.fixture
+def ams_mpi_perfflowaspect_array(data_dir, tmpdir):
+    """Builds a temporary directory containing the AMS PerfFlowAspect file."""
+    pfa_dir = os.path.join(data_dir, "perfflowaspect-ams/ams_mpi_test1")
+    write_file(data_dir)
+    pfa_file = os.path.join(pfa_dir, "ams_mpi_allranks.pfw")
+
+    shutil.copy(pfa_file, str(tmpdir))
+    tmpfile = os.path.join(str(tmpdir), "ams_mpi_allranks.pfw")
+
+    return tmpfile
+
+
+@pytest.fixture
+def perfflowaspectobjectreader_test_file():
+    base_dir = os.path.dirname(__file__)
+    return os.path.join(
+        base_dir, "data", "perfflowaspect-object", "object-reader-test1.pfw"
+    )
+
+
+@pytest.fixture
+def smoketest_two_perfflowaspect_stats(data_dir, tmpdir):
+    """Builds a temporary directory containining the smoketest2 PerfFlowAspect
+    file with usage statistics"""
+    pfa_dir = os.path.join(data_dir, "perfflowaspect-cpu-mem")
+    pfa_file = os.path.join(pfa_dir, "smoketest2.withusage.array.turing.pfw")
+
+    shutil.copy(pfa_file, str(tmpdir))
+    tmpfile = os.path.join(str(tmpdir), "smoketest2.withusage.array.turing.pfw")
+
+    return tmpfile
+
+
+@pytest.fixture
+def smoketest_three_perfflowaspect_stats(data_dir, tmpdir):
+    """Builds a temporary directory containining the smoketest3 PerfFlowAspect
+    file with usage statistics. This file is intentionally left as PerfFlowAspect
+    constructed it - to ensure that the reader properly fixes it."""
+    pfa_dir = os.path.join(data_dir, "perfflowaspect-cpu-mem")
+    pfa_file = os.path.join(pfa_dir, "smoketest3.withusage.array.turing.pfw")
+
+    shutil.copy(pfa_file, str(tmpdir))
+    tmpfile = os.path.join(str(tmpdir), "smoketest3.withusage.array.turing.pfw")
+
+    return tmpfile
+
+
+@pytest.fixture
+def smoketest_three_perfflowaspect(data_dir, tmpdir):
+    """Builds a temporary directory containining the smoketest3 PerfFlowAspect
+    file with usage statistics. This file is intentionally left as PerfFlowAspect
+    constructed it - to ensure that the reader properly fixes it."""
+    pfa_dir = os.path.join(data_dir, "perfflowaspect-cpu-mem")
+    pfa_file = os.path.join(pfa_dir, "smoketest3.array.turing.pfw")
+
+    shutil.copy(pfa_file, str(tmpdir))
+    tmpfile = os.path.join(str(tmpdir), "smoketest3.array.turing.pfw")
+
+    return tmpfile
+
+
+def write_file(data_dir):
+    filename = "ams_mpi_allranks.pfw"
+    pfa_dir = os.path.join(data_dir, "perfflowaspect-ams/ams_mpi_test1")
+    path = os.path.join(pfa_dir, filename)
+    print("RRR", path)
+
+    with open(pfa_dir + "/perfflow.lassen19.108800.pfw", "r") as ifile0:
+        nlines0 = len(ifile0.readlines())
+
+    with open(pfa_dir + "/perfflow.lassen19.108801.pfw", "r") as ifile1:
+        nlines1 = len(ifile1.readlines())
+
+    with open(pfa_dir + "/perfflow.lassen19.108802.pfw", "r") as ifile2:
+        nlines2 = len(ifile2.readlines())
+
+    with open(path, "w") as f:
+        f.write("[")
+        f.write("\n")
+
+        with open(pfa_dir + "/perfflow.lassen19.108800.pfw", "r") as ifile0:
+            count = 1
+            for line in ifile0:
+                if count != 1 and count < nlines0:
+                    f.write(line.rstrip())
+                    if count == (nlines0 - 1):
+                        f.write(",")
+                    f.write("\n")
+                count += 1
+
+        with open(pfa_dir + "/perfflow.lassen19.108801.pfw", "r") as ifile1:
+            count = 1
+            for line in ifile1:
+                if count != 1 and count < nlines1:
+                    f.write(line.rstrip())
+                    if count == (nlines1 - 1):
+                        f.write(",")
+                    f.write("\n")
+                count += 1
+
+        with open(pfa_dir + "/perfflow.lassen19.108802.pfw", "r") as ifile2:
+            count = 1
+            for line in ifile2:
+                if count != 1 and count < nlines2:
+                    f.write(line.rstrip())
+                    f.write("\n")
+                count += 1
+
+        f.write("]")
+
+    return path
+
+
+def caliper_hatchet_sample_profile(data_dir, tmpdir):
+    sample_dir = os.path.join(data_dir, "caliper-hatchet-sample-profile")
+    sample_file = os.path.join(sample_dir, "amg-sample.cali")
+
+    shutil.copy(sample_file, str(tmpdir))
+    tmpfile = os.path.join(str(tmpdir), "amg-sample.cali")
+
+    return tmpfile
+
+
+@pytest.fixture
+def caliper_multi_rank(data_dir, tmpdir):
+    multi_rank_dir = os.path.join(data_dir, "multi-rank")
+    multi_rank_file = os.path.join(multi_rank_dir, "yuba_perf_0.cali")
+
+    shutil.copy(multi_rank_file, str(tmpdir))
+    tmpfile = os.path.join(str(tmpdir), "yuba_perf_0.cali")
+
+    return tmpfile
+
+
+@pytest.fixture
+def caliper_timeseries_spot_cali(data_dir, tmpdir):
+    """Builds a temporary directory containing the duplicate value node-ordered lulesh JSON file."""
+    ordered_json_dir = os.path.join(data_dir, "caliper-timeseries-cali")
+    ordered_json_file = os.path.join(ordered_json_dir, "spot_timeseries.cali")
+
+    shutil.copy(ordered_json_file, str(tmpdir))
+    tmpfile = os.path.join(str(tmpdir), "spot_timeseries.cali")
+
+    return tmpfile
+
+
+@pytest.fixture
+def caliper_timeseries_cali(data_dir, tmpdir):
+    """Builds a temporary directory containing the duplicate value node-ordered lulesh JSON file."""
+    ordered_json_dir = os.path.join(data_dir, "caliper-timeseries-cali")
+    ordered_json_file = os.path.join(ordered_json_dir, "timeseries.cali")
+
+    shutil.copy(ordered_json_file, str(tmpdir))
+    tmpfile = os.path.join(str(tmpdir), "timeseries.cali")
+
+    return tmpfile
+
+
 @pytest.fixture
 def caliper_ordered_json(data_dir, tmpdir):
     """Builds a temporary directory containing the node-ordered lulesh JSON file."""
@@ -1168,49 +1377,3 @@ def caliper_ordered_json_dup(data_dir, tmpdir):
     tmpfile = os.path.join(str(tmpdir), "caliper-region-dup-node-order.json")
 
     return tmpfile
-
-
-@pytest.fixture
-def caliper_timeseries_cali(data_dir, tmpdir):
-    """Builds a temporary directory containing the duplicate value node-ordered lulesh JSON file."""
-    ordered_json_dir = os.path.join(data_dir, "caliper-timeseries-cali")
-    ordered_json_file = os.path.join(ordered_json_dir, "timeseries.cali")
-
-    shutil.copy(ordered_json_file, str(tmpdir))
-    tmpfile = os.path.join(str(tmpdir), "timeseries.cali")
-
-    return tmpfile
-
-
-@pytest.fixture
-def caliper_timeseries_spot_cali(data_dir, tmpdir):
-    """Builds a temporary directory containing the duplicate value node-ordered lulesh JSON file."""
-    ordered_json_dir = os.path.join(data_dir, "caliper-timeseries-cali")
-    ordered_json_file = os.path.join(ordered_json_dir, "spot_timeseries.cali")
-
-    shutil.copy(ordered_json_file, str(tmpdir))
-    tmpfile = os.path.join(str(tmpdir), "spot_timeseries.cali")
-
-    return tmpfile
-
-
-@pytest.fixture
-def caliper_multi_rank(data_dir, tmpdir):
-    multi_rank_dir = os.path.join(data_dir, "multi-rank")
-    multi_rank_file = os.path.join(multi_rank_dir, "yuba_perf_0.cali")
-
-    shutil.copy(multi_rank_file, str(tmpdir))
-    tmpfile = os.path.join(str(tmpdir), "yuba_perf_0.cali")
-
-    return tmpfile
-
-
-@pytest.fixture
-def caliper_hatchet_sample_profile(data_dir, tmpdir):
-    sample_dir = os.path.join(data_dir, "caliper-hatchet-sample-profile")
-    sample_file = os.path.join(sample_dir, "amg-sample.cali")
-
-    shutil.copy(sample_file, str(tmpdir))
-    tmpfile = os.path.join(str(tmpdir), "amg-sample.cali")
-
-    return tmpfile
diff --git a/hatchet/tests/data/perfflowaspect-ams/ams_mpi_test1/perfflow.lassen19.108800.pfw b/hatchet/tests/data/perfflowaspect-ams/ams_mpi_test1/perfflow.lassen19.108800.pfw
new file mode 100644
index 00000000..15d01f9f
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-ams/ams_mpi_test1/perfflow.lassen19.108800.pfw
@@ -0,0 +1,1778 @@
+[
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+]
diff --git a/hatchet/tests/data/perfflowaspect-ams/ams_mpi_test1/perfflow.lassen19.108801.pfw b/hatchet/tests/data/perfflowaspect-ams/ams_mpi_test1/perfflow.lassen19.108801.pfw
new file mode 100644
index 00000000..a6627d4c
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-ams/ams_mpi_test1/perfflow.lassen19.108801.pfw
@@ -0,0 +1,1818 @@
+[
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diff --git a/hatchet/tests/data/perfflowaspect-ams/ams_mpi_test1/perfflow.lassen19.108802.pfw b/hatchet/tests/data/perfflowaspect-ams/ams_mpi_test1/perfflow.lassen19.108802.pfw
new file mode 100644
index 00000000..1ee093a6
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-ams/ams_mpi_test1/perfflow.lassen19.108802.pfw
@@ -0,0 +1,1638 @@
+[
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diff --git a/hatchet/tests/data/perfflowaspect-ams/ams_test1.pfw b/hatchet/tests/data/perfflowaspect-ams/ams_test1.pfw
new file mode 100644
index 00000000..add05978
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-ams/ams_test1.pfw
@@ -0,0 +1,506 @@
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+]
diff --git a/hatchet/tests/data/perfflowaspect-ams/ams_test2.pfw b/hatchet/tests/data/perfflowaspect-ams/ams_test2.pfw
new file mode 100644
index 00000000..aa8af475
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-ams/ams_test2.pfw
@@ -0,0 +1,1857 @@
+[
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+{"name": "void ams::ResourceManager::copy<double>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599441462.0, "ph": "X", "dur": 740.0},
+{"name": "void ams::ResourceManager::copy<double>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599443164.0, "ph": "X", "dur": 959.0},
+{"name": "hdf5DB<double>::store", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599445249.0, "ph": "X", "dur": 3404.0},
+{"name": "void ams::ResourceManager::copy<double>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599449691.0, "ph": "X", "dur": 897.0},
+{"name": "void ams::ResourceManager::copy<double>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599451197.0, "ph": "X", "dur": 670.0},
+{"name": "void ams::ResourceManager::copy<double>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599452791.0, "ph": "X", "dur": 1183.0},
+{"name": "void ams::ResourceManager::copy<double>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599454794.0, "ph": "X", "dur": 725.0},
+{"name": "hdf5DB<double>::store", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599456156.0, "ph": "X", "dur": 2848.0},
+{"name": "void ams::ResourceManager::deallocate<double>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599459820.0, "ph": "X", "dur": 909.0},
+{"name": "ams::AMSWorkflow<double>::Store", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599207853.0, "ph": "X", "dur": 253520.0},
+{"name": "void ams::ResourceManager::deallocate<double>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599462014.0, "ph": "X", "dur": 1113.0},
+{"name": "void ams::ResourceManager::deallocate<double>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599464253.0, "ph": "X", "dur": 980.0},
+{"name": "void ams::ResourceManager::deallocate<double>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599465871.0, "ph": "X", "dur": 660.0},
+{"name": "void ams::ResourceManager::deallocate<double>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599467478.0, "ph": "X", "dur": 957.0},
+{"name": "void ams::ResourceManager::deallocate<double>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599469314.0, "ph": "X", "dur": 691.0},
+{"name": "void ams::ResourceManager::deallocate<double>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599470640.0, "ph": "X", "dur": 662.0},
+{"name": "void ams::ResourceManager::deallocate<bool>", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642599472400.0, "ph": "X", "dur": 1071.0},
+{"name": "ams::AMSWorkflow<double>::evaluate", "cat": "/var/tmp/lisan1/tmpxft_0000a367_00000000-6_AMS.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642598906590.0, "ph": "X", "dur": 567866.0},
+{"name": "main", "cat": "/var/tmp/lisan1/tmpxft_0000a6f3_00000000-6_main.cudafe1.cpp", "pid": 108799, "tid": 108799, "ts": 1692642588125840.0, "ph": "X", "dur": 11818269.0},
diff --git a/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest.array.turing.pfw b/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest.array.turing.pfw
new file mode 100644
index 00000000..3b5b268d
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest.array.turing.pfw
@@ -0,0 +1,14 @@
+[
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175325994.0, "ph": "X", "dur": 6500.0},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175318348.0, "ph": "X", "dur": 19756.0},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175309017.0, "ph": "X", "dur": 34154.0},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175366381.0, "ph": "X", "dur": 6708.0},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175357609.0, "ph": "X", "dur": 20093.0},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175349596.0, "ph": "X", "dur": 33675.0},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175406651.0, "ph": "X", "dur": 7255.0},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175398751.0, "ph": "X", "dur": 20659.0},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175389359.0, "ph": "X", "dur": 35663.0},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175447392.0, "ph": "X", "dur": 5545.0},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175438295.0, "ph": "X", "dur": 19075.0},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175430619.0, "ph": "X", "dur": 31489.0}
+]
\ No newline at end of file
diff --git a/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest.withusage.array.turing.pfw b/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest.withusage.array.turing.pfw
new file mode 100644
index 00000000..51176e0d
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest.withusage.array.turing.pfw
@@ -0,0 +1,38 @@
+[
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957665686.0, "ph": "C", "args": {"cpu_usage": 7.8434256284487676, "memory_usage": 8128}},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957672397.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957665686.0, "ph": "X", "dur": 6711.0},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957657524.0, "ph": "C", "args": {"cpu_usage": 7.2180730481770219, "memory_usage": 8128}},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957678298.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957657524.0, "ph": "X", "dur": 20774.0},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957649614.0, "ph": "C", "args": {"cpu_usage": 7.1361212039575976, "memory_usage": 8128}},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957683715.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957649614.0, "ph": "X", "dur": 34101.0},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957704970.0, "ph": "C", "args": {"cpu_usage": 5.7673950627976858, "memory_usage": 8128}},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957711336.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957704970.0, "ph": "X", "dur": 6366.0},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957696490.0, "ph": "C", "args": {"cpu_usage": 7.8658869097429713, "memory_usage": 8128}},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957717236.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957696490.0, "ph": "X", "dur": 20746.0},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957689054.0, "ph": "C", "args": {"cpu_usage": 7.3452872630911905, "memory_usage": 8128}},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957722110.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957689054.0, "ph": "X", "dur": 33056.0},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957743770.0, "ph": "C", "args": {"cpu_usage": 5.4184174896804453, "memory_usage": 8128}},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957750989.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957743770.0, "ph": "X", "dur": 7219.0},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957736127.0, "ph": "C", "args": {"cpu_usage": 3.8558927103612266, "memory_usage": 8128}},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957755686.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957736127.0, "ph": "X", "dur": 19559.0},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957726840.0, "ph": "C", "args": {"cpu_usage": 3.9555934538669075, "memory_usage": 8128}},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957760046.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957726840.0, "ph": "X", "dur": 33206.0},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957779096.0, "ph": "C", "args": {"cpu_usage": 7.6924769202833057, "memory_usage": 8328}},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957785370.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957779096.0, "ph": "X", "dur": 6274.0},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957772186.0, "ph": "C", "args": {"cpu_usage": 11.660354095791568, "memory_usage": 8328}},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957790329.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957772186.0, "ph": "X", "dur": 18143.0},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957764839.0, "ph": "C", "args": {"cpu_usage": 9.2630124835321368, "memory_usage": 8328}},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957795406.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 179938, "tid": 179938, "ts": 1721159957764839.0, "ph": "X", "dur": 30567.0}
+]
\ No newline at end of file
diff --git a/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest2.withusage.array.turing.pfw b/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest2.withusage.array.turing.pfw
new file mode 100644
index 00000000..21b74e99
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest2.withusage.array.turing.pfw
@@ -0,0 +1,5 @@
+[
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest2.cpp", "pid": 180138, "tid": 180138, "ts": 1721160076802276.0, "ph": "C", "args": {"cpu_usage": 17.105935810882745, "memory_usage": 7952}},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest2.cpp", "pid": 180138, "tid": 180138, "ts": 1721160076809325.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest2.cpp", "pid": 180138, "tid": 180138, "ts": 1721160076802276.0, "ph": "X", "dur": 7049.0}
+]
\ No newline at end of file
diff --git a/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest3.array.turing.pfw b/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest3.array.turing.pfw
new file mode 100644
index 00000000..510e4b07
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest3.array.turing.pfw
@@ -0,0 +1,4 @@
+[
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest3.cpp", "pid": 184403, "tid": 184403, "ts": 1721161211424915.0, "ph": "X", "dur": 11077.0},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest3.cpp", "pid": 184403, "tid": 184403, "ts": 1721161211406352.0, "ph": "X", "dur": 35922.0},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest3.cpp", "pid": 184403, "tid": 184403, "ts": 1721161211395933.0, "ph": "X", "dur": 188789.0},
\ No newline at end of file
diff --git a/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest3.withusage.array.turing.pfw b/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest3.withusage.array.turing.pfw
new file mode 100644
index 00000000..e383ab73
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest3.withusage.array.turing.pfw
@@ -0,0 +1,10 @@
+[
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest3.cpp", "pid": 180157, "tid": 180157, "ts": 1721160143186714.0, "ph": "C", "args": {"cpu_usage": 3.8653881047871144, "memory_usage": 8164}},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest3.cpp", "pid": 180157, "tid": 180157, "ts": 1721160143193510.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest3.cpp", "pid": 180157, "tid": 180157, "ts": 1721160143186714.0, "ph": "X", "dur": 6796.0},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest3.cpp", "pid": 180157, "tid": 180157, "ts": 1721160143180173.0, "ph": "C", "args": {"cpu_usage": 5.2164429253105107, "memory_usage": 8164}},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest3.cpp", "pid": 180157, "tid": 180157, "ts": 1721160143198393.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest3.cpp", "pid": 180157, "tid": 180157, "ts": 1721160143180173.0, "ph": "X", "dur": 18220.0},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest3.cpp", "pid": 180157, "tid": 180157, "ts": 1721160143171108.0, "ph": "C", "args": {"cpu_usage": 80.765738305351547, "memory_usage": 12244}},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest3.cpp", "pid": 180157, "tid": 180157, "ts": 1721160143346163.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest3.cpp", "pid": 180157, "tid": 180157, "ts": 1721160143171108.0, "ph": "X", "dur": 175055.0},
\ No newline at end of file
diff --git a/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest_class.withusage.array.turing.pfw b/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest_class.withusage.array.turing.pfw
new file mode 100644
index 00000000..24c73396
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-cpu-mem/smoketest_class.withusage.array.turing.pfw
@@ -0,0 +1,8 @@
+[
+{"name": "SmokeTest::bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest_class.cpp", "pid": 184107, "tid": 184107, "ts": 1721160587167725.0, "ph": "C", "args": {"cpu_usage": 0.060419948925585512, "memory_usage": 8060}},
+{"name": "SmokeTest::bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest_class.cpp", "pid": 184107, "tid": 184107, "ts": 1721160588175449.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "SmokeTest::bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest_class.cpp", "pid": 184107, "tid": 184107, "ts": 1721160587167725.0, "ph": "X", "dur": 1007724.0},
+{"name": "SmokeTest::foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest_class.cpp", "pid": 184107, "tid": 184107, "ts": 1721160586158258.0, "ph": "C", "args": {"cpu_usage": 0.10995128166788122, "memory_usage": 8060}},
+{"name": "SmokeTest::foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest_class.cpp", "pid": 184107, "tid": 184107, "ts": 1721160588180456.0, "ph": "C", "args": {"cpu_usage": 0.0, "memory_usage": 0}},
+{"name": "SmokeTest::foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest_class.cpp", "pid": 184107, "tid": 184107, "ts": 1721160586158258.0, "ph": "X", "dur": 2022198.0}
+]
\ No newline at end of file
diff --git a/hatchet/tests/data/perfflowaspect-foobar/perfflow.quartz1532.3570764-1iter.pfw b/hatchet/tests/data/perfflowaspect-foobar/perfflow.quartz1532.3570764-1iter.pfw
new file mode 100644
index 00000000..c0b5239c
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-foobar/perfflow.quartz1532.3570764-1iter.pfw
@@ -0,0 +1,5 @@
+[
+{"name": "bas", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712352635.0, "ph": "X", "dur": 36.5},
+{"name": "bar", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712351506.5, "ph": "X", "dur": 3132.75},
+{"name": "foo", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712350388.2, "ph": "X", "dur": 4328.75}
+]
diff --git a/hatchet/tests/data/perfflowaspect-foobar/perfflow.quartz1532.3570764.pfw b/hatchet/tests/data/perfflowaspect-foobar/perfflow.quartz1532.3570764.pfw
new file mode 100644
index 00000000..825b6389
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-foobar/perfflow.quartz1532.3570764.pfw
@@ -0,0 +1,14 @@
+[
+{"name": "bas", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712352635.0, "ph": "X", "dur": 36.5},
+{"name": "bar", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712351506.5, "ph": "X", "dur": 3132.75},
+{"name": "foo", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712350388.2, "ph": "X", "dur": 4328.75},
+{"name": "bas", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712356963.0, "ph": "X", "dur": 9.0},
+{"name": "bar", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712355891.8, "ph": "X", "dur": 1212.25},
+{"name": "foo", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712354799.5, "ph": "X", "dur": 2374.75},
+{"name": "bas", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712359424.2, "ph": "X", "dur": 10.25},
+{"name": "bar", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712358344.0, "ph": "X", "dur": 1211.5},
+{"name": "foo", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712357246.2, "ph": "X", "dur": 2371.75},
+{"name": "bas", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712361849.5, "ph": "X", "dur": 10.0},
+{"name": "bar", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712360769.5, "ph": "X", "dur": 1219.75},
+{"name": "foo", "cat": "__main__", "pid": 3570764, "tid": 3570764, "ts": 1689273712359688.2, "ph": "X", "dur": 2365.0}
+]
diff --git a/hatchet/tests/data/perfflowaspect-laghos/laghos_1iter.pfw b/hatchet/tests/data/perfflowaspect-laghos/laghos_1iter.pfw
new file mode 100644
index 00000000..a0772fca
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-laghos/laghos_1iter.pfw
@@ -0,0 +1,29 @@
+[
+{"name": "mfem::hydrodynamics::LagrangianHydroOperator::UpdateQuadratureData", "cat": "laghos_solver.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668767655.0, "ph": "X", "dur": 1513.0},
+{"name": "mfem::hydrodynamics::LagrangianHydroOperator::UpdateQuadratureData", "cat": "laghos_solver.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668777133.0, "ph": "X", "dur": 2852.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668782122.0, "ph": "X", "dur": 2994.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668786975.0, "ph": "X", "dur": 2954.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668791745.0, "ph": "X", "dur": 2869.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668796897.0, "ph": "X", "dur": 2890.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668801409.0, "ph": "X", "dur": 2817.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668805952.0, "ph": "X", "dur": 2807.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668810962.0, "ph": "X", "dur": 2649.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668815796.0, "ph": "X", "dur": 2664.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668820256.0, "ph": "X", "dur": 2764.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668825340.0, "ph": "X", "dur": 2529.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668830278.0, "ph": "X", "dur": 2636.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668834660.0, "ph": "X", "dur": 2596.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668839467.0, "ph": "X", "dur": 2573.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668843928.0, "ph": "X", "dur": 2677.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668848708.0, "ph": "X", "dur": 2798.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668853119.0, "ph": "X", "dur": 2658.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668858079.0, "ph": "X", "dur": 2734.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668862685.0, "ph": "X", "dur": 2620.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668867002.0, "ph": "X", "dur": 2706.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668871430.0, "ph": "X", "dur": 2803.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668876658.0, "ph": "X", "dur": 2650.0},
+{"name": "mfem::hydrodynamics::MassPAOperator::Mult", "cat": "laghos_assembly.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668881625.0, "ph": "X", "dur": 2665.0},
+{"name": "mfem::hydrodynamics::LagrangianHydroOperator::SolveVelocity", "cat": "laghos_solver.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668774554.0, "ph": "X", "dur": 111867.0},
+{"name": "mfem::hydrodynamics::LagrangianHydroOperator::UpdateQuadratureData", "cat": "laghos_solver.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668890496.0, "ph": "X", "dur": 2478.0},
+{"name": "mfem::hydrodynamics::LagrangianHydroOperator::SolveEnergy", "cat": "laghos_solver.cpp", "pid": 12365, "tid": 12365, "ts": 1690245668888024.0, "ph": "X", "dur": 6727.0}
+]
diff --git a/hatchet/tests/data/perfflowaspect-object/object-reader-test1.pfw b/hatchet/tests/data/perfflowaspect-object/object-reader-test1.pfw
new file mode 100644
index 00000000..df3a8821
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-object/object-reader-test1.pfw
@@ -0,0 +1,20 @@
+{
+  "displayTimeUnit": "us",
+  "otherData": {
+	
+  },
+  "traceEvents": [
+	{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175325994.0, "ph": "X", "dur": 6500.0},
+	{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175318348.0, "ph": "X", "dur": 19756.0},
+	{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175309017.0, "ph": "X", "dur": 34154.0},
+	{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175366381.0, "ph": "X", "dur": 6708.0},
+	{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175357609.0, "ph": "X", "dur": 20093.0},
+	{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175349596.0, "ph": "X", "dur": 33675.0},
+	{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175406651.0, "ph": "X", "dur": 7255.0},
+	{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175398751.0, "ph": "X", "dur": 20659.0},
+	{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175389359.0, "ph": "X", "dur": 35663.0},
+	{"name": "bas", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175447392.0, "ph": "X", "dur": 5545.0},
+	{"name": "bar", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175438295.0, "ph": "X", "dur": 19075.0},
+	{"name": "foo", "cat": "/home/ssgreene/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 184394, "tid": 184394, "ts": 1721161175430619.0, "ph": "X", "dur": 31489.0}
+	]
+}
\ No newline at end of file
diff --git a/hatchet/tests/data/perfflowaspect-smoketests/array_compact.pfw b/hatchet/tests/data/perfflowaspect-smoketests/array_compact.pfw
new file mode 100644
index 00000000..b374a9b0
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-smoketests/array_compact.pfw
@@ -0,0 +1,13 @@
+[
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 969986, "tid": 969986, "ts": 1764826294591460.0, "ph": "X", "dur": 16.0},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 969986, "tid": 969986, "ts": 1764826294590385.0, "ph": "X", "dur": 1132.0},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 969986, "tid": 969986, "ts": 1764826294589231.0, "ph": "X", "dur": 2300.0},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 969986, "tid": 969986, "ts": 1764826294593675.0, "ph": "X", "dur": 10.0},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 969986, "tid": 969986, "ts": 1764826294592610.0, "ph": "X", "dur": 1087.0},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 969986, "tid": 969986, "ts": 1764826294591547.0, "ph": "X", "dur": 2160.0},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 969986, "tid": 969986, "ts": 1764826294595850.0, "ph": "X", "dur": 10.0},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 969986, "tid": 969986, "ts": 1764826294594784.0, "ph": "X", "dur": 1089.0},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 969986, "tid": 969986, "ts": 1764826294593721.0, "ph": "X", "dur": 2162.0},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 969986, "tid": 969986, "ts": 1764826294598021.0, "ph": "X", "dur": 10.0},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 969986, "tid": 969986, "ts": 1764826294596955.0, "ph": "X", "dur": 1086.0},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 969986, "tid": 969986, "ts": 1764826294595892.0, "ph": "X", "dur": 2163.0}]
diff --git a/hatchet/tests/data/perfflowaspect-smoketests/array_verbose.pfw b/hatchet/tests/data/perfflowaspect-smoketests/array_verbose.pfw
new file mode 100644
index 00000000..032537a5
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-smoketests/array_verbose.pfw
@@ -0,0 +1,25 @@
+[
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442885330.0, "ph": "B"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442886457.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442887520.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442887533.0, "ph": "E"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442887541.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442887546.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442887551.0, "ph": "B"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442888619.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442889679.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442889687.0, "ph": "E"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442889692.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442889697.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442889700.0, "ph": "B"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442890762.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442891828.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442891837.0, "ph": "E"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442891842.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442891847.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442891850.0, "ph": "B"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442892913.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442893975.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442893982.0, "ph": "E"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442893987.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 970315, "tid": 970315, "ts": 1764826442893992.0, "ph": "E"}]
diff --git a/hatchet/tests/data/perfflowaspect-smoketests/object_compact_adiak.pfw b/hatchet/tests/data/perfflowaspect-smoketests/object_compact_adiak.pfw
new file mode 100644
index 00000000..b5c8f45d
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-smoketests/object_compact_adiak.pfw
@@ -0,0 +1,33 @@
+{
+  "displayTimeUnit": "us",
+  "otherData": {
+    "walltime": {"tv_sec": 0, "tv_usec": 11082},
+    "systime": {"tv_sec": 0, "tv_usec": 0},
+    "cputime": {"tv_sec": 0, "tv_usec": 0},
+    "numhosts": 1,
+    "jobsize": 1,
+    "cluster": "tuolumne",
+    "hostname": "tuolumne1001",
+    "working_directory": "/g/g14/greene36/PerfFlowAspect/src/c/build/test",
+    "executablepath": "/g/g14/greene36/PerfFlowAspect/src/c/build/test/smoketest",
+    "executable": "smoketest",
+    "launchday": 1764806400,
+    "launchdate": 1764826266,
+    "uid": "Spencer",
+    "user": "greene36",
+    "adiakversion": "0.5.0"
+
+  },
+  "traceEvents": [
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 968936, "tid": 968936, "ts": 1764826266481422.0, "ph": "X", "dur": 15.0},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 968936, "tid": 968936, "ts": 1764826266480348.0, "ph": "X", "dur": 1138.0},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 968936, "tid": 968936, "ts": 1764826266479206.0, "ph": "X", "dur": 2293.0},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 968936, "tid": 968936, "ts": 1764826266483644.0, "ph": "X", "dur": 11.0},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 968936, "tid": 968936, "ts": 1764826266482578.0, "ph": "X", "dur": 1088.0},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 968936, "tid": 968936, "ts": 1764826266481515.0, "ph": "X", "dur": 2161.0},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 968936, "tid": 968936, "ts": 1764826266485813.0, "ph": "X", "dur": 9.0},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 968936, "tid": 968936, "ts": 1764826266484749.0, "ph": "X", "dur": 1085.0},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 968936, "tid": 968936, "ts": 1764826266483687.0, "ph": "X", "dur": 2157.0},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 968936, "tid": 968936, "ts": 1764826266487978.0, "ph": "X", "dur": 10.0},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 968936, "tid": 968936, "ts": 1764826266486916.0, "ph": "X", "dur": 1082.0},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 968936, "tid": 968936, "ts": 1764826266485853.0, "ph": "X", "dur": 2167.0}]}
diff --git a/hatchet/tests/data/perfflowaspect-smoketests/object_verbose_adiak.pfw b/hatchet/tests/data/perfflowaspect-smoketests/object_verbose_adiak.pfw
new file mode 100644
index 00000000..82fb4390
--- /dev/null
+++ b/hatchet/tests/data/perfflowaspect-smoketests/object_verbose_adiak.pfw
@@ -0,0 +1,46 @@
+{
+  "displayTimeUnit": "us",
+  "otherData": {
+    "walltime": {"tv_sec": 0, "tv_usec": 9680},
+    "systime": {"tv_sec": 0, "tv_usec": 0},
+    "cputime": {"tv_sec": 0, "tv_usec": 10000},
+    "numhosts": 1,
+    "jobsize": 1,
+    "cluster": "tuolumne",
+    "hostname": "tuolumne1001",
+    "working_directory": "/g/g14/greene36/PerfFlowAspect/src/c/build/test",
+    "executablepath": "/g/g14/greene36/PerfFlowAspect/src/c/build/test/smoketest",
+    "executable": "smoketest",
+    "launchday": 1764806400,
+    "launchdate": 1764826008,
+    "uid": "Spencer",
+    "user": "greene36",
+    "adiakversion": "0.5.0"
+
+  },
+  "traceEvents": [
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008566290.0, "ph": "B"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008567441.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008568585.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008568599.0, "ph": "E"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008568608.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008568613.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008568618.0, "ph": "B"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008569686.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008570748.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008570757.0, "ph": "E"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008570762.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008570767.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008570771.0, "ph": "B"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008571834.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008572898.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008572906.0, "ph": "E"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008572911.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008572916.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008572919.0, "ph": "B"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008573981.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008575042.0, "ph": "B"},
+{"name": "bas", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008575050.0, "ph": "E"},
+{"name": "bar", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008575055.0, "ph": "E"},
+{"name": "foo", "cat": "/g/g14/greene36/PerfFlowAspect/src/c/test/smoketest.cpp", "pid": 963973, "tid": 963973, "ts": 1764826008575060.0, "ph": "E"}]
+}
\ No newline at end of file
diff --git a/hatchet/tests/perfflowaspect.py b/hatchet/tests/perfflowaspect.py
new file mode 100644
index 00000000..7699c6ee
--- /dev/null
+++ b/hatchet/tests/perfflowaspect.py
@@ -0,0 +1,277 @@
+# Copyright 2017-2023 Lawrence Livermore National Security, LLC and other
+# Hatchet Project Developers. See the top-level LICENSE file for details.
+#
+# SPDX-License-Identifier: MIT
+
+import numpy as np
+import pytest
+
+from hatchet import GraphFrame
+
+
+def test_laghos_graphframe(laghos_perfflowaspect_array):
+    """Sanity test a GraphFrame object with known data."""
+    gf = GraphFrame.from_perfflowaspect_array(
+        str(laghos_perfflowaspect_array), False, False
+    )
+
+    assert len(gf.dataframe.groupby("name")) == 4
+
+    for col in gf.dataframe.columns:
+        if col in ("ts", "dur"):
+            assert gf.dataframe[col].dtype == np.float64
+        elif col in ("pid", "tid"):
+            assert gf.dataframe[col].dtype == np.int64
+        elif col in ("name", "ph"):
+            assert gf.dataframe[col].dtype == object
+
+    # TODO: add tests to confirm values in dataframe
+
+
+def test_foobar_graphframe(foobar_perfflowaspect_array):
+    """Sanity test a GraphFrame object with known data."""
+    gf = GraphFrame.from_perfflowaspect_array(
+        str(foobar_perfflowaspect_array), False, False
+    )
+
+    assert len(gf.dataframe.groupby("name")) == 3
+
+    for col in gf.dataframe.columns:
+        if col in ("ts", "dur"):
+            assert gf.dataframe[col].dtype == np.float64
+        elif col in ("pid", "tid"):
+            assert gf.dataframe[col].dtype == np.int64
+        elif col in ("name", "ph"):
+            assert gf.dataframe[col].dtype == object
+
+    # TODO: add tests to confirm values in dataframe
+
+
+def test_ams_mpi_graphframe(ams_mpi_perfflowaspect_array):
+    """Sanity test a GraphFrame object with known data."""
+    gf = GraphFrame.from_perfflowaspect_array(
+        str(ams_mpi_perfflowaspect_array), False, False
+    )
+
+    assert len(gf.dataframe.groupby("name")) == 34
+
+    for col in gf.dataframe.columns:
+        if col in ("ts", "dur"):
+            assert gf.dataframe[col].dtype == np.float64
+        elif col in ("pid", "tid"):
+            assert gf.dataframe[col].dtype == np.int64
+        elif col in ("name", "ph"):
+            assert gf.dataframe[col].dtype == object
+
+    # TODO: add tests to confirm values in dataframe
+
+
+def test_perfflow_detects_no_usage(smoketest_perfflowaspect):
+    """Confirm perfflowaspect_reader raises an error when an attempt is made
+    to create a graph frame that reads usage statistics, but the supplied
+    file does not have any usage statistics."""
+    with pytest.raises(ValueError, match="No statistics in the provided file!"):
+        GraphFrame.from_perfflowaspect_array(str(smoketest_perfflowaspect), True, True)
+
+
+def test_smoketest_perfflowaspect_array(smoketest_perfflowaspect):
+    """Confirm perfflowaspect_reader properly reads a smoketest file.
+    There should be no usage statistics in the dataframe.
+    """
+    gf = GraphFrame.from_perfflowaspect_array(
+        str(smoketest_perfflowaspect), False, False
+    )
+
+    assert len(gf.dataframe.groupby("name")) == 3
+
+    assert "usage_cpu" not in gf.dataframe.columns
+    assert "usage_memory" not in gf.dataframe.columns
+
+
+def test_perfflowaspectobjectreader(perfflowaspectobjectreader_test_file):
+    gf = GraphFrame.from_perfflowaspect_object(
+        str(perfflowaspectobjectreader_test_file)
+    )
+
+    assert len(gf.dataframe.groupby("name")) == 3
+
+    for col in gf.dataframe.columns:
+        if col in ("ts", "dur"):
+            assert gf.dataframe[col].dtype == np.float64
+        elif col in ("pid", "tid"):
+            assert gf.dataframe[col].dtype == np.int64
+        elif col in ("name", "ph"):
+            assert gf.dataframe[col].dtype == object
+
+
+def test_smoketest_perfflowaspect_stats_memory(smoketest_perfflowaspect_stats):
+    """Confirm perfflowaspect_reader reads only memory in a smoketest example
+    with statistics There should be no cpu statistics if successful.
+    """
+    gf = GraphFrame.from_perfflowaspect_array(
+        str(smoketest_perfflowaspect_stats), True, False
+    )
+
+    assert len(gf.dataframe.groupby("name")) == 3
+
+    assert all(
+        column in gf.dataframe.columns
+        for column in ("ts", "dur", "usage_memory", "pid", "name", "ph")
+    )
+
+    assert "usage_cpu" not in gf.dataframe.columns
+
+    for col in gf.dataframe.columns:
+        if col in ("ts", "dur"):
+            assert gf.dataframe[col].dtype == np.float64
+        elif col in ("pid", "tid", "usage_memory"):
+            assert gf.dataframe[col].dtype == np.int64
+        elif col in ("name", "ph"):
+            assert gf.dataframe[col].dtype == object
+
+
+def test_smoketest_perfflowaspect_stats_cpu(smoketest_perfflowaspect_stats):
+    """Confirm perfflowaspect_reader reads only cpu in a smoketest example
+    with statistics There should be no memory statistics if successful.
+    """
+    gf = GraphFrame.from_perfflowaspect_array(
+        str(smoketest_perfflowaspect_stats), False, True
+    )
+
+    assert len(gf.dataframe.groupby("name")) == 3
+
+    assert all(
+        column in gf.dataframe.columns
+        for column in ("ts", "dur", "usage_cpu", "pid", "name", "ph")
+    )
+
+    assert "usage_memory" not in gf.dataframe.columns
+
+    for col in gf.dataframe.columns:
+        if col in ("ts", "dur", "usage_cpu"):
+            assert gf.dataframe[col].dtype == np.float64
+        elif col in (
+            "pid",
+            "tid",
+        ):
+            assert gf.dataframe[col].dtype == np.int64
+        elif col in ("name", "ph"):
+            assert gf.dataframe[col].dtype == object
+
+
+def test_smoketest_perfflowaspect_stats(smoketest_perfflowaspect_stats):
+    """Confirm perfflowaspect_reader reads both usage statistics in a
+    smoketest example with statistics. There should be cpu/memory stats.
+    """
+    gf = GraphFrame.from_perfflowaspect_array(
+        str(smoketest_perfflowaspect_stats), True, True
+    )
+
+    assert len(gf.dataframe.groupby("name")) == 3
+
+    assert all(
+        column in gf.dataframe.columns
+        for column in ("ts", "dur", "usage_cpu", "usage_memory", "pid", "name", "ph")
+    )
+
+    for col in gf.dataframe.columns:
+        if col in ("ts", "dur", "usage_cpu"):
+            assert gf.dataframe[col].dtype == np.float64
+        elif col in ("pid", "tid", "usage_memory"):
+            assert gf.dataframe[col].dtype == np.int64
+        elif col in ("name", "ph"):
+            assert gf.dataframe[col].dtype == object
+
+
+def test_smoketest_two_perfflowaspect_stats(smoketest_two_perfflowaspect_stats):
+    """Confirm perfflowaspect_reader reads both usage statistics in a
+    smoketest2 example with statistics. There should be cpu/memory stats.
+    """
+    gf = GraphFrame.from_perfflowaspect_array(
+        str(smoketest_two_perfflowaspect_stats), True, True
+    )
+
+    assert len(gf.dataframe.groupby("name")) == 1
+
+    assert all(
+        column in gf.dataframe.columns
+        for column in ("ts", "dur", "usage_cpu", "usage_memory", "pid", "name", "ph")
+    )
+
+    for col in gf.dataframe.columns:
+        if col in ("ts", "dur", "usage_cpu"):
+            assert gf.dataframe[col].dtype == np.float64
+        elif col in ("pid", "tid", "usage_memory"):
+            assert gf.dataframe[col].dtype == np.int64
+        elif col in ("name", "ph"):
+            assert gf.dataframe[col].dtype == object
+
+
+def test_smoketest_three_perfflowaspect(smoketest_three_perfflowaspect):
+    """Confirm perfflowaspect_reader reads both usage statistics in a
+    smoketest2 example with statistics. There should be cpu/memory stats.
+    """
+    gf = GraphFrame.from_perfflowaspect_array(
+        str(smoketest_three_perfflowaspect), False, False
+    )
+
+    assert len(gf.dataframe.groupby("name")) == 3
+
+    assert all(
+        column in gf.dataframe.columns for column in ("ts", "dur", "pid", "name", "ph")
+    )
+
+    assert "usage_cpu" not in gf.dataframe.columns
+    assert "usage_memory" not in gf.dataframe.columns
+
+    for col in gf.dataframe.columns:
+        if col in ("ts", "dur", "usage_cpu"):
+            assert gf.dataframe[col].dtype == np.float64
+        elif col in ("pid", "tid", "usage_memory"):
+            assert gf.dataframe[col].dtype == np.int64
+        elif col in ("name", "ph"):
+            assert gf.dataframe[col].dtype == object
+
+
+def test_smoketest_three_perfflowaspect_stats(smoketest_three_perfflowaspect_stats):
+    """Confirm perfflowaspect_reader reads both usage statistics in a
+    smoketest2 example with statistics. There should be cpu/memory stats.
+    """
+    gf = GraphFrame.from_perfflowaspect_array(
+        str(smoketest_three_perfflowaspect_stats), True, True
+    )
+
+    assert len(gf.dataframe.groupby("name")) == 3
+
+    assert all(
+        column in gf.dataframe.columns
+        for column in ("ts", "dur", "usage_cpu", "usage_memory", "pid", "name", "ph")
+    )
+
+    for col in gf.dataframe.columns:
+        if col in ("ts", "dur", "usage_cpu"):
+            assert gf.dataframe[col].dtype == np.float64
+        elif col in ("pid", "tid", "usage_memory"):
+            assert gf.dataframe[col].dtype == np.int64
+        elif col in ("name", "ph"):
+            assert gf.dataframe[col].dtype == object
+
+
+def test_perfflowaspectobjectreader_timestamp_conversion(
+    perfflowaspectobjectreader_test_file,
+):
+    gf = GraphFrame.from_perfflowaspect_object(
+        str(perfflowaspectobjectreader_test_file)
+    )
+
+    def us_to_s(microseconds):
+        return microseconds / 1e6
+
+    gf.dataframe["ts_s"] = gf.dataframe["ts"].apply(us_to_s)
+    gf.dataframe["dur_s"] = gf.dataframe["dur"].apply(us_to_s)
+
+    for _, row in gf.dataframe.iterrows():
+        assert row["ts_s"] == row["ts"] / 1e6
+        assert row["dur_s"] == row["dur"] / 1e6
+
+    print(gf.dataframe[["ts", "ts_s", "dur", "dur_s"]])
diff --git a/hatchet/writers/dataframe_writer.py b/hatchet/writers/dataframe_writer.py
index b23c6172..3d71bff1 100644
--- a/hatchet/writers/dataframe_writer.py
+++ b/hatchet/writers/dataframe_writer.py
@@ -64,9 +64,9 @@ def write(self, gf, **kwargs):
         dump_df["inc_metrics"] = None
         dump_df.iat[0, dump_df.columns.get_loc("inc_metrics")] = gf_cpy.inc_metrics
         dump_df["default_metric"] = None
-        dump_df.iat[0, dump_df.columns.get_loc("default_metric")] = (
-            gf_cpy.default_metric
-        )
+        dump_df.iat[
+            0, dump_df.columns.get_loc("default_metric")
+        ] = gf_cpy.default_metric
         self._write_dataframe_to_file(dump_df, **kwargs)
 
 
diff --git a/install.sh b/install.sh
index a4e0d1c1..2580e6b7 100755
--- a/install.sh
+++ b/install.sh
@@ -8,6 +8,6 @@ case *"$PWD"* in
         PYTHONPATH=$PWD:$PYTHONPATH
         ;;
 esac
-python setup.py clean --all
-python setup.py build_ext --inplace
-python hatchet/vis/static_fixer.py
+~/wksp-brink2/python-virtualenv/anaconda3/bin/python setup.py clean --all
+~/wksp-brink2/python-virtualenv/anaconda3/bin/python setup.py build_ext --inplace
+~/wksp-brink2/python-virtualenv/anaconda3/bin/python hatchet/vis/static_fixer.py