AgentCoreMemorySessionManager discards the two boto3 clients MemoryClient builds; boto_session and boto_client_config are not passed through
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@avneetbansal-aws ya está trabajando en esto.
Desde el 28/9/2026.
- #682 de @avneetbansal-aws — abierto
Evaluación
- Dificultad
- 2/5
- Tiempo estimado
- 1-3 horas
- Aptitud para principiantes
- 84/100
Línea de trabajo
Comienza en src/bedrock_agentcore/memory/integrations/strands/session_manager.py, en AgentCoreMemorySessionManager.init, y luego inspecciona MemoryClient.init en memory/client.py:76-80. Ejecuta la reproducción proporcionada de no-session y warm-session; se considera terminado cuando MemoryClient usa la misma sesión que los clientes de override, sin cambios en la firma pública, y se corrigen el comportamiento de timing y de región informado.
Escrito por el modelo de indexación a partir del texto del issue.
Descripción
Describe the bug
AgentCoreMemorySessionManager.__init__ builds its MemoryClient without a boto3 session, then overwrites both clients MemoryClient just created with clients from a different session.
# src/bedrock_agentcore/memory/integrations/strands/session_manager.py, 1.23.1
self.memory_client = MemoryClient(region_name=region_name) # :151
session = boto_session or boto3.Session(region_name=region_name) # :152
...
self.memory_client.gmcp_client = session.client( # :195
"bedrock-agentcore-control", region_name=..., config=client_config
)
self.memory_client.gmdp_client = session.client( # :198
"bedrock-agentcore", region_name=..., config=client_config
)
MemoryClient.__init__ accepts boto3_session (memory/client.py:76-80) and would use it. Since it isn't passed, MemoryClient creates its own boto3.Session() and builds bedrock-agentcore-control and bedrock-agentcore clients from it. Lines 195 and 198 then replace both. Those two clients are built and thrown away on every instantiation.
botocore caches the parsed service model per boto3.Session, so a fresh session pays that load again every time.
boto_session and boto_client_config are both in the signature and documented in the docstring. Neither reaches MemoryClient.
Cost
We build a session manager per invoke, so this runs on every turn. We also pass a long-lived boto_session, which is what the parameter is for, and that's where this hurts most. The injected session only reaches the override clients. MemoryClient still cold-builds its own session, and that cold build is nearly all of the remaining time.
Medians over 10 iterations after a warm-up, from the script below:
| caller | as shipped | with the fix below |
|---|---|---|
passes boto_session (a long-lived session) |
42 ms | 3.3 ms |
passes no boto_session |
97 ms | 41 ms |
Five consecutive runs ranged 40.3 to 43.9 ms against 3.2 to 3.5 ms for the first row, and 95.3 to 98.9 ms against 39.9 to 44.1 ms for the second.
These are from an M-series laptop. On a warm AgentCore runtime the per-turn cost is in the same range, 37 to 51 ms. The first construction on a cold container is higher, because the service-model load and credential resolution happen then.
To Reproduce
import os, statistics, time
os.environ["AWS_CONFIG_FILE"] = "/dev/null"
os.environ["AWS_SHARED_CREDENTIALS_FILE"] = "/dev/null"
os.environ["AWS_ACCESS_KEY_ID"] = "AKIAIOSFODNN7EXAMPLE"
os.environ["AWS_SECRET_ACCESS_KEY"] = "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY"
os.environ["AWS_EC2_METADATA_DISABLED"] = "true"
import boto3
from botocore.config import Config
from bedrock_agentcore.memory.client import MemoryClient
REGION = "us-west-2"
CFG = Config(user_agent_extra="strands-agents") # what :184-192 builds
def pair(s): # the :195/:198 overrides
s.client("bedrock-agentcore-control", region_name=REGION, config=CFG)
s.client("bedrock-agentcore", region_name=REGION, config=CFG)
# A long-lived session the caller passes as boto_session, primed once.
WARM = boto3.Session(region_name=REGION)
pair(WARM)
def no_session_shipped(): # boto_session=None, as shipped
MemoryClient(region_name=REGION)
pair(boto3.Session(region_name=REGION))
def no_session_fixed():
s = boto3.Session(region_name=REGION)
MemoryClient(region_name=REGION, boto3_session=s)
pair(s)
def warm_session_shipped(): # boto_session=WARM, as shipped
MemoryClient(region_name=REGION)
pair(WARM)
def warm_session_fixed():
MemoryClient(region_name=REGION, boto3_session=WARM)
pair(WARM)
for name, fn in (("no session, shipped", no_session_shipped),
("no session, fixed", no_session_fixed),
("warm session, shipped", warm_session_shipped),
("warm session, fixed", warm_session_fixed)):
fn() # warm-up
samples = []
for _ in range(10):
t0 = time.perf_counter(); fn()
samples.append((time.perf_counter() - t0) * 1000)
print(f"{name:22s} {statistics.median(samples):6.1f} ms")
Run it with no AWS profile set. It makes no network calls, so the dummy keys only stop botocore from searching for real ones.
Expected behavior
MemoryClient should be built from the same session the overrides use. Hoisting line 152 above line 151 and passing the session through is enough:
session = boto_session or boto3.Session(region_name=region_name)
self.memory_client = MemoryClient(region_name=region_name, boto3_session=session)
No public signature changes. Callers who pass boto_session get the 42 to 3.3 ms drop, and callers who don't still save the second service-model load.
Two related points:
-
boto_client_configcan't be forwarded the same way.MemoryClient.__init__takes onlyregion_name,integration_sourceandboto3_session, and builds its ownConfig(user_agent_extra=...)internally. Honouring the documentedboto_client_configmeans adding a parameter there. Until then, retry and timeout config can't be set on the memory client at all. -
With
region_name=Noneand aboto_sessionpinned to one region,MemoryClient.region_nameresolves from a fresh default session while the clients actually used come fromboto_session. The attribute can disagree with the region serving the calls. Passing the session fixes that too.
Happy to test a patch against our workload. I didn't open a PR because CONTRIBUTING.md says the repo isn't accepting external ones.
Environment
bedrock-agentcore1.23.1. Also present onmainat cc980d14, the most recent commit to touch this file.- boto3 1.43.101, botocore 1.43.101
- Python 3.13.13, macOS
- Also reproduces on 1.18.1
- Lenguaje dominante
- Python
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