diff --git a/TrafficCapture/dockerSolution/src/main/docker/migrationConsole/Dockerfile b/TrafficCapture/dockerSolution/src/main/docker/migrationConsole/Dockerfile
index aa2ef84e8..fea968cff 100644
--- a/TrafficCapture/dockerSolution/src/main/docker/migrationConsole/Dockerfile
+++ b/TrafficCapture/dockerSolution/src/main/docker/migrationConsole/Dockerfile
@@ -3,8 +3,8 @@ FROM ubuntu:focal
 ENV DEBIAN_FRONTEND noninteractive
 
 RUN apt-get update && \
-    apt-get install -y --no-install-recommends python3.9 python3-pip python3-dev gcc libc-dev git curl && \
-    pip3 install opensearch-benchmark
+    apt-get install -y --no-install-recommends python3.11.4 python3-pip python3-dev gcc libc-dev git curl && \
+    pip3 install urllib3==1.25.11 opensearch-benchmark==1.1.0
 
 COPY runTestBenchmarks.sh /root/
 RUN chmod ugo+x /root/runTestBenchmarks.sh
diff --git a/TrafficCapture/dockerSolution/src/main/docker/migrationConsole/humanReadableLogs.py b/TrafficCapture/dockerSolution/src/main/docker/migrationConsole/humanReadableLogs.py
new file mode 100755
index 000000000..3afade882
--- /dev/null
+++ b/TrafficCapture/dockerSolution/src/main/docker/migrationConsole/humanReadableLogs.py
@@ -0,0 +1,104 @@
+#!/usr/bin/env python3
+
+# Find log files in /shared_replayer_output
+# User can select one or more files (down the line, specific time ranges?)
+# Load file, read each line as json.
+# Extract `message`, do the same un-base64 and possibly un-gzip as the comparator
+
+# ./humanReadableLogs /shared_replayer_output/output_tuple.log /shared_replayer_output/readable_tuples.json
+
+import argparse
+import pathlib
+import json
+import base64
+import gzip
+from typing import Optional
+
+LOG_JSON_TUPLE_FIELD = "message"
+BASE64_ENCODED_TUPLE_PATHS = ["request.body", "primaryResponse.body", "shadowResponse.body"]
+# TODO: I'm not positive about the capitalization of the Content-Encoding and Content-Type headers.
+# This version worked on my test cases, but not guaranteed to work in all cases.
+CONTENT_ENCODING_PATH = {
+    BASE64_ENCODED_TUPLE_PATHS[0]: "request.content-encoding",
+    BASE64_ENCODED_TUPLE_PATHS[1]: "primaryResponse.content-encoding",
+    BASE64_ENCODED_TUPLE_PATHS[2]: "shadowResponse.content-encoding"
+}
+CONTENT_TYPE_PATH = {
+    BASE64_ENCODED_TUPLE_PATHS[0]: "request.content-type",
+    BASE64_ENCODED_TUPLE_PATHS[1]: "primaryResponse.content-type",
+    BASE64_ENCODED_TUPLE_PATHS[2]: "shadowResponse.content-type"
+}
+CONTENT_TYPE_JSON = "application/json"
+CONTENT_ENCODING_GZIP = "gzip"
+URI_PATH = "request.Request-URI"
+BULK_URI_PATH = "_bulk"
+
+
+def get_element(element: str, dict_: dict) -> Optional[any]:
+    keys = element.split('.')
+    rv = dict_
+    for key in keys:
+        try:
+            rv = rv[key]
+        except KeyError:
+            return None
+    return rv
+
+
+def set_element(element: str, dict_: dict, value: any) -> None:
+    keys = element.split('.')
+    rv = dict_
+    for key in keys[:-1]:
+        rv = rv[key]
+    rv[keys[-1]] = value
+
+
+def parse_args():
+    parser = argparse.ArgumentParser()
+    parser.add_argument("infile", type=pathlib.Path, help="Path to input logged tuple file.")
+    parser.add_argument("--outfile", type=pathlib.Path, help="Path for output human readable tuple file.")
+    return parser.parse_args()
+
+
+def parse_body_value(raw_value: str, content_encoding: Optional[str], content_type: Optional[str], is_bulk: bool):
+    b64decoded = base64.b64decode(raw_value)
+    is_gzipped = content_encoding is not None and content_encoding == CONTENT_ENCODING_GZIP
+    is_json = content_type is not None and CONTENT_TYPE_JSON in content_type
+    if is_gzipped:
+        unzipped = gzip.decompress(b64decoded)
+    else:
+        unzipped = b64decoded
+    decoded = unzipped.decode("utf-8")
+    if is_json and len(decoded) > 0:
+        if is_bulk:
+            return [json.loads(line) for line in decoded.splitlines()]
+        return json.loads(decoded)
+    return decoded
+
+
+def parse_tuple(line):
+    item = json.loads(line)
+    message = item[LOG_JSON_TUPLE_FIELD]
+    tuple = json.loads(message)
+    for path in BASE64_ENCODED_TUPLE_PATHS:
+        base64value = get_element(path, tuple)
+        content_encoding = get_element(CONTENT_ENCODING_PATH[path], tuple)
+        content_type = get_element(CONTENT_TYPE_PATH[path], tuple)
+        is_bulk_path = BULK_URI_PATH in get_element(URI_PATH, tuple)
+        value = parse_body_value(base64value, content_encoding, content_type, is_bulk_path)
+        set_element(path, tuple, value)
+    return tuple
+
+
+if __name__ == "__main__":
+    args = parse_args()
+    print(args.infile)
+    if args.outfile:
+        outfile = args.outfile
+    else:
+        outfile = args.infile.parent / f"readable-{args.infile.name}"
+    print(f"Will output to {outfile}")
+    with open(args.infile, 'r') as in_f:
+        with open(outfile, 'w') as out_f:
+            for line in in_f:
+                print(parse_tuple(line), file=out_f)