From 21d30674469c1a6e94069c292a80b75885ffa778 Mon Sep 17 00:00:00 2001
From: Pauline Ribeyre <4224001+paulineribeyre@users.noreply.github.com>
Date: Wed, 12 Aug 2026 15:58:10 -0500
Subject: [PATCH 1/2] nextflow workflow: check local outputs

---
 gen3-integration-tests/poetry.lock            | 2548 +++++++++--------
 .../{main.nf => test_nextflow_workflow.nf}    |    8 +-
 .../tests/test_gen3_workflow.py               |   23 +-
 3 files changed, 1379 insertions(+), 1200 deletions(-)
 rename gen3-integration-tests/test_data/gen3_workflow/{main.nf => test_nextflow_workflow.nf} (85%)

diff --git a/gen3-integration-tests/poetry.lock b/gen3-integration-tests/poetry.lock
index ae25b3c24..f33115b68 100644
--- a/gen3-integration-tests/poetry.lock
+++ b/gen3-integration-tests/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.3.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
 [[package]]
 name = "aiofiles"
@@ -14,143 +14,143 @@ files = [
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.6.2"
+version = "2.7.1"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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-    {file = "aiohappyeyeballs-2.6.2.tar.gz", hash = "sha256:e202810ee718bd01fc6ef49e8ea53d023d5cb6b581076d7925aa499fa55dbe64"},
+    {file = "aiohappyeyeballs-2.7.1-py3-none-any.whl", hash = "sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472"},
+    {file = "aiohappyeyeballs-2.7.1.tar.gz", hash = "sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.14.1"
+version = "3.14.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
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 ]
 
 [package.dependencies]
@@ -214,26 +214,26 @@ pluggy = ">=0.4.0"
 
 [[package]]
 name = "annotated-types"
-version = "0.7.0"
+version = "0.8.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
 name = "anyio"
-version = "4.14.0"
+version = "4.14.2"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -268,18 +268,18 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.43.36"
+version = "1.43.69"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
-botocore = ">=1.43.36,<1.44.0"
+botocore = ">=1.43.69,<1.44.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.19.0,<0.20.0"
 
@@ -288,14 +288,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.43.36"
+version = "1.43.69"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "botocore-1.43.69.tar.gz", hash = "sha256:5caa46b740d9a886137146ffbb69edb691f702bfe74c64e85621947ae00181fd"},
 ]
 
 [package.dependencies]
@@ -304,7 +304,7 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = ">=1.25.4,<2.2.0 || >2.2.0,<3"
 
 [package.extras]
-crt = ["awscrt (==0.32.2)"]
+crt = ["awscrt (==0.36.0)"]
 
 [[package]]
 name = "cdislogging"
@@ -320,109 +320,125 @@ files = [
 
 [[package]]
 name = "certifi"
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 ]
 
 [package.dependencies]
@@ -454,153 +470,196 @@ files = [
 
 [[package]]
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+version = "3.5.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
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 ]
 
 [package.extras]
@@ -1276,6 +1334,29 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 trio = ["trio (>=0.22.0,<1.0)"]
 
+[[package]]
+name = "httpcore2"
+version = "2.10.0"
+description = "A minimal low-level HTTP client."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "sys_platform != \"emscripten\""
+files = [
+    {file = "httpcore2-2.10.0-py3-none-any.whl", hash = "sha256:7df06cfb34070cae4f7c89be69dc1095eca138e9704ceffb98d25c1912ab6f01"},
+    {file = "httpcore2-2.10.0.tar.gz", hash = "sha256:13c0cc3d1919d4f28457f60cd2c2abe04113a8af184ccf1142811beba936f9dc"},
+]
+
+[package.dependencies]
+h11 = ">=0.16"
+truststore = ">=0.10"
+
+[package.extras]
+asyncio = ["anyio (>=4.5.0,<5.0)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+trio = ["trio (>=0.33.0,<1.0)"]
+
 [[package]]
 name = "httpx"
 version = "0.28.1"
@@ -1302,15 +1383,43 @@ socks = ["socksio (==1.*)"]
 zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
-name = "httpx-sse"
-version = "0.4.3"
-description = "Consume Server-Sent Event (SSE) messages with HTTPX."
+name = "httpx2"
+version = "2.10.0"
+description = "The next generation HTTP client."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+]
+
+[package.dependencies]
+anyio = {version = ">=4.10", markers = "sys_platform != \"emscripten\""}
+httpcore2 = {version = "2.10.0", markers = "sys_platform != \"emscripten\""}
+httpx2-jsfetch = {version = "*", markers = "sys_platform == \"emscripten\" and python_version >= \"3.12\""}
+idna = ">=3.18"
+truststore = {version = ">=0.10", markers = "sys_platform != \"emscripten\""}
+
+[package.extras]
+brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+cli = ["click (>=8.4.2)", "pygments (==2.*)", "rich (>=10,<16)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (==1.*)"]
+ws = ["wsproto (>=1.2)"]
+zstd = ["zstandard (>=0.18.0) ; python_version <= \"3.13\""]
+
+[[package]]
+name = "httpx2-jsfetch"
+version = "1.0"
+description = "httpx2 transports for Emscripten/Pyodide, backed by the JavaScript fetch API."
+optional = false
+python-versions = ">=3.12"
+groups = ["main"]
+markers = "sys_platform == \"emscripten\""
+files = [
+    {file = "httpx2_jsfetch-1.0-py3-none-any.whl", hash = "sha256:cb916b707601e69a07721aabc8f3f6659be3a6893bc1ff5c6f9e02241df2da32"},
+    {file = "httpx2_jsfetch-1.0.tar.gz", hash = "sha256:70a0e3eabfef7cce5ad9c629f7d01ca05e418f586646f4ddf14782e4c1454c60"},
 ]
 
 [[package]]
@@ -1461,7 +1570,7 @@ files = [
 
 [package.dependencies]
 attrs = ">=22.2.0"
-jsonschema-specifications = ">=2023.3.6"
+jsonschema-specifications = ">=2023.03.6"
 referencing = ">=0.28.4"
 rpds-py = ">=0.7.1"
 
@@ -1486,19 +1595,19 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "langchain"
-version = "1.3.11"
+version = "1.3.15"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain-1.3.11-py3-none-any.whl", hash = "sha256:7ae011f95a09b22feea1e8ae4e43f0b6164aebf4c61b8ad845b45f72ff3a90a2"},
-    {file = "langchain-1.3.11.tar.gz", hash = "sha256:f3cf9cd4d2329b1a03eb8fd92b9d73e4e58a4d52570d67725fc77fbe0f104b32"},
+    {file = "langchain-1.3.15-py3-none-any.whl", hash = "sha256:c0d2d0d51ed7da249e8ab7487173872059a9dd46fb071d905957485b7334f987"},
+    {file = "langchain-1.3.15.tar.gz", hash = "sha256:ab4b775b9703f7e37babe0b325dbbaef25573bda60ecf79f7850bc875f252795"},
 ]
 
 [package.dependencies]
-langchain-core = ">=1.4.7,<2.0.0"
-langgraph = ">=1.2.5,<1.3.0"
+langchain-core = ">=1.5.4,<2.0.0"
+langgraph = ">=1.2.11,<1.3.0"
 pydantic = ">=2.7.4,<3.0.0"
 
 [package.extras]
@@ -1513,6 +1622,7 @@ google-genai = ["langchain-google-genai"]
 google-vertexai = ["langchain-google-vertexai"]
 groq = ["langchain-groq"]
 huggingface = ["langchain-huggingface"]
+meta = ["langchain-meta"]
 mistralai = ["langchain-mistralai"]
 ollama = ["langchain-ollama"]
 openai = ["langchain-openai"]
@@ -1522,14 +1632,14 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-core"
-version = "1.4.8"
+version = "1.5.4"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain_core-1.4.8-py3-none-any.whl", hash = "sha256:d84c28b05e3ba8d4271d0827aad5b592ccdaaf986e76768c23503f0a2045e8aa"},
-    {file = "langchain_core-1.4.8.tar.gz", hash = "sha256:5bf1f8411077c904182ad8f975943d36adcbf579c4e017b3a118b719229ebf9a"},
+    {file = "langchain_core-1.5.4-py3-none-any.whl", hash = "sha256:f1d45e84c4e4d6158218b7a8072ebe9b6d4b51e10cb728c0469650a648e18f1b"},
+    {file = "langchain_core-1.5.4.tar.gz", hash = "sha256:aa76104f30b6c7305f292cb2c364e67cb52c321940ae812d7969471dce32a89a"},
 ]
 
 [package.dependencies]
@@ -1593,14 +1703,14 @@ typing-extensions = ">=4.13.0,<5.0.0"
 
 [[package]]
 name = "langgraph"
-version = "1.2.6"
+version = "1.2.11"
 description = "Building stateful, multi-actor applications with LLMs"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "langgraph-1.2.6-py3-none-any.whl", hash = "sha256:1cf94d3ca124f84f77ce408fa1b06c3dee680a8aafffe364a8fd5d7d03eb8695"},
-    {file = "langgraph-1.2.6.tar.gz", hash = "sha256:f9b45a34f13930c94d96cdb76277447ad2cc70ec2d18cd2764d7fdadb36cdc1b"},
+    {file = "langgraph-1.2.11-py3-none-any.whl", hash = "sha256:8bab70de7b2d00b5300fb289bcf38d8b241400f3184c1e95e8ce706fb0e8686b"},
+    {file = "langgraph-1.2.11.tar.gz", hash = "sha256:9ecfe11e50d338b34b15cf4d8a442642de103e8ae6971320efba84e4542eb363"},
 ]
 
 [package.dependencies]
@@ -1613,14 +1723,14 @@ xxhash = ">=3.5.0"
 
 [[package]]
 name = "langgraph-checkpoint"
-version = "4.1.1"
+version = "4.2.0"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "langgraph_checkpoint-4.1.1-py3-none-any.whl", hash = "sha256:25d29144b082827218e7bc3f1e9b0566a4bb007895cd6cc26f66a8428739f56e"},
-    {file = "langgraph_checkpoint-4.1.1.tar.gz", hash = "sha256:6c2bdb530c91f91d7d9c1bd100925d0fc4f498d418c17f3587d1526279482a25"},
+    {file = "langgraph_checkpoint-4.2.0-py3-none-any.whl", hash = "sha256:0547fd228935a0b758865de3a3d6d7a2537c308895d0f9ab092ce9151b5da942"},
+    {file = "langgraph_checkpoint-4.2.0.tar.gz", hash = "sha256:51a593b6bee684b0818e5d6e58e28ab340c6db7794575056ce7bd1b746a84ed7"},
 ]
 
 [package.dependencies]
@@ -1664,14 +1774,14 @@ websockets = ">=14,<16"
 
 [[package]]
 name = "langsmith"
-version = "0.9.1"
+version = "0.10.18"
 description = "Client library to connect to the LangSmith Observability and Evaluation Platform."
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "langsmith-0.9.1-py3-none-any.whl", hash = "sha256:1160bf667af63d9bc081821f1df351cb84f7875740858f2a97ffef62b21800a9"},
-    {file = "langsmith-0.9.1.tar.gz", hash = "sha256:e5eb905224d156bcece4985285c55b51fffcb06c9353b2c4adb42e1c48b0d05d"},
+    {file = "langsmith-0.10.18-py3-none-any.whl", hash = "sha256:388236a4f031c1fe60e1517891c276ed01b102ad4405e0e9236255f2abd24cfa"},
+    {file = "langsmith-0.10.18.tar.gz", hash = "sha256:f78402bdbe333727459831fead2c75d0c1d1119c28e4095e5a1d65a7485e2f3a"},
 ]
 
 [package.dependencies]
@@ -1692,10 +1802,15 @@ zstandard = ">=0.23.0"
 
 [package.extras]
 claude-agent-sdk = ["claude-agent-sdk (>=0.1.0) ; python_version >= \"3.10\""]
+gemini-live = ["google-genai (>=1.75)"]
 google-adk = ["google-adk (>=1.0.0)", "wrapt (>=1.16.0)"]
+google-adk-live = ["google-adk (>=2.3.0)"]
 langsmith-pyo3 = ["langsmith-pyo3 (>=0.1.0rc2)"]
+livekit = ["cachetools (>=5.0.0)", "livekit-agents (>=1.0)", "opentelemetry-api (>=1.30.0)", "opentelemetry-exporter-otlp-proto-http (>=1.30.0)", "opentelemetry-sdk (>=1.30.0)"]
 openai-agents = ["openai-agents (>=0.0.3)"]
+openai-realtime = ["openai (>=1.50)", "openai-agents (>=0.0.3)"]
 otel = ["opentelemetry-api (>=1.30.0)", "opentelemetry-exporter-otlp-proto-http (>=1.30.0)", "opentelemetry-sdk (>=1.30.0)"]
+pipecat = ["cachetools (>=5.0.0)", "opentelemetry-api (>=1.30.0)", "opentelemetry-exporter-otlp-proto-http (>=1.30.0)", "opentelemetry-sdk (>=1.30.0)", "pipecat-ai (>=1.0) ; python_version >= \"3.11\""]
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 vcr = ["vcrpy (>=7.0.0)"]
@@ -1755,45 +1870,57 @@ test = ["Faker (>=1.0.2)", "pytest (>=6.0.1)", "pytest-md-report (>=0.6.2)"]
 
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 name = "mcp"
-version = "1.28.0"
+version = "2.0.0"
 description = "Model Context Protocol SDK"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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-httpx = ">=0.27.1,<1.0.0"
-httpx-sse = ">=0.4"
-jsonschema = ">=4.20.0"
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+anyio = [
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+    {version = ">=4.9", markers = "python_version < \"3.14\""},
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+jsonschema = ">=4.20.0"
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+    {version = ">=0.27", markers = "python_version < \"3.14\""},
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+typing-extensions = ">=4.13.0"
 typing-inspection = ">=0.4.1"
 uvicorn = {version = ">=0.31.1", markers = "sys_platform != \"emscripten\""}
 
 [package.extras]
 cli = ["python-dotenv (>=1.0.0)", "typer (>=0.16.0)"]
 rich = ["rich (>=13.9.4)"]
-ws = ["websockets (>=15.0.1)"]
+
+[[package]]
+name = "mcp-types"
+version = "2.0.0"
+description = "Model Context Protocol wire types"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+pydantic = ">=2.12.0"
+typing-extensions = ">=4.13.0"
 
 [[package]]
 name = "multidict"
@@ -1965,13 +2092,13 @@ files = [
 
 [[package]]
 name = "nextflow"
-version = "26.4.4"
+version = "26.4.6"
 description = "A Python wrapper that installs the Nextflow launcher"
 optional = false
 python-versions = "*"
 groups = ["main"]
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 ]
 
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 [[package]]
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 pydantic = ">=2.9"
 
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+description = "OpenTelemetry Python API"
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 version = "3.11.9"
@@ -2213,14 +2377,14 @@ files = [
 
 [[package]]
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+version = "26.3"
 description = "Core utilities for Python packages"
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 [[package]]
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 [package.dependencies]
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 [[package]]
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 version = "13.0.1"
@@ -3081,23 +3221,18 @@ six = ">=1.5"
 
 [[package]]
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+version = "1.5.2"
 description = "Python interpreter discovery"
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 files = [
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 [package.dependencies]
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-platformdirs = ">=4.3.6,<5"
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 [[package]]
 name = "python-dotenv"
@@ -3161,14 +3296,14 @@ unidecode = ["Unidecode (>=1.1.1)"]
 
 [[package]]
 name = "pytz"
-version = "2026.2"
+version = "2026.3.post1"
 description = "World timezone definitions, modern and historical"
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 [[package]]
@@ -3356,142 +3491,128 @@ six = "*"
 
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-version = "2026.5.1"
+version = "2026.6.3"
 description = "Python bindings to Rust's persistent data structures (rpds)"
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 python-versions = ">=3.11"
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 [[package]]
@@ -3508,42 +3629,42 @@ files = [
 
 [[package]]
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+version = "0.19.2"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.10"
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 [package.extras]
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+crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
 
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 [[package]]
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@@ -3649,14 +3770,14 @@ sqlcipher = ["sqlcipher3_binary ; python_version >= \"3\""]
 
 [[package]]
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-version = "3.4.5"
+version = "3.4.8"
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 optional = false
 python-versions = ">=3.10"
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 [package.dependencies]
@@ -3672,14 +3793,14 @@ uvicorn = ["uvicorn (>=0.34.0)"]
 
 [[package]]
 name = "starlette"
-version = "1.3.1"
+version = "1.6.0"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.10"
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 [package.dependencies]
@@ -3753,14 +3874,14 @@ files = [
 
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+version = "4.70.0"
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 optional = false
 python-versions = ">=3.8"
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@@ -3772,6 +3893,19 @@ notebook = ["ipywidgets (>=6)"]
 slack = ["envwrap", "slack-sdk"]
 telegram = ["envwrap", "requests"]
 
+[[package]]
+name = "truststore"
+version = "0.10.4"
+description = "Verify certificates using native system trust stores"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "sys_platform != \"emscripten\""
+files = [
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+]
+
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 version = "1.3.5"
@@ -3796,14 +3930,14 @@ test = ["packaging", "pytest (>=6.0.1)", "python-dateutil (>=2.8.0,<3.0.0)", "py
 
 [[package]]
 name = "typing-extensions"
-version = "4.15.0"
+version = "4.16.0"
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 optional = false
 python-versions = ">=3.9"
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@@ -3824,29 +3958,29 @@ typing-extensions = ">=3.7.4"
 
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-version = "0.4.2"
+version = "0.4.4"
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+python-versions = ">=3.10"
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 [package.dependencies]
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+typing-extensions = ">=4.15.0"
 
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+version = "2026.3"
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@@ -3869,118 +4003,119 @@ zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
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+    {file = "yarl-1.24.5-py3-none-any.whl", hash = "sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7"},
+    {file = "yarl-1.24.5.tar.gz", hash = "sha256:e81b83143bee16329c23db3c1b2d82b29892fcbcb849186d2f6e98a5abe9a57f"},
 ]
 
 [package.dependencies]
@@ -4556,7 +4718,7 @@ files = [
 ]
 
 [package.extras]
-cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b0) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
+cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and python_version < \"3.14\"", "cffi (>=2.0.0b) ; platform_python_implementation != \"PyPy\" and python_version >= \"3.14\""]
 
 [metadata]
 lock-version = "2.1"
diff --git a/gen3-integration-tests/test_data/gen3_workflow/main.nf b/gen3-integration-tests/test_data/gen3_workflow/test_nextflow_workflow.nf
similarity index 85%
rename from gen3-integration-tests/test_data/gen3_workflow/main.nf
rename to gen3-integration-tests/test_data/gen3_workflow/test_nextflow_workflow.nf
index 6a23a64e7..9d75b889e 100644
--- a/gen3-integration-tests/test_data/gen3_workflow/main.nf
+++ b/gen3-integration-tests/test_data/gen3_workflow/test_nextflow_workflow.nf
@@ -1,20 +1,24 @@
 process dicom_to_png {
+    publishDir 'results'
+
     input:
     path dicom_files
 
     output:
     stdout emit: dicom_to_png_log
-    path 'outputs', emit: png_files
+    path('outputs/*.png')
 
     script:
     """
     python3 /utils/dicom_to_png.py $dicom_files
-    mkdir outputs
+    mkdir -p outputs
     cp *.png outputs/
     """
 }
 
 process extract_metadata {
+    publishDir 'results'
+
     input:
     path dicom_files
 
diff --git a/gen3-integration-tests/tests/test_gen3_workflow.py b/gen3-integration-tests/tests/test_gen3_workflow.py
index 5981a7f3b..ddab8a033 100644
--- a/gen3-integration-tests/tests/test_gen3_workflow.py
+++ b/gen3-integration-tests/tests/test_gen3_workflow.py
@@ -1414,6 +1414,7 @@ def test_nextflow_workflow(self):
         - #5 (output a whole directory)
         - #35 (missing stdout)
         - #72 (missing command.out/.log/.err files)
+        - (no ticket) Output files correct in S3 but empty when downloaded by Nextflow
         """
         expected_task_outputs = {
             "extract_metadata": {
@@ -1425,13 +1426,13 @@ def test_nextflow_workflow(self):
             },
             "dicom_to_png": {
                 "filenames": {"img-1.png", "img-2.png"},
-                "command": "python3 /utils/dicom_to_png.py img-ID_PLACEHOLDER.dcm\nmkdir outputs\ncp *.png outputs/",
+                "command": "python3 /utils/dicom_to_png.py img-ID_PLACEHOLDER.dcm\nmkdir -p outputs\ncp *.png outputs/",
             },
         }
         workflow_dir = "test_data/gen3_workflow/"
         workflow_log = self.gen3_workflow.run_nextflow_workflow(
             workflow_dir=workflow_dir,
-            workflow_script="main.nf",
+            workflow_script="test_nextflow_workflow.nf",
             nextflow_config_file="nextflow.config",
             s3_working_directory=self.s3_storage_config.working_directory,
         )
@@ -1470,13 +1471,12 @@ def test_nextflow_workflow(self):
                 s3_storage_config=self.s3_storage_config,
                 user=self.valid_user,
             )
-
             assert (
                 s3_file_list
             ), f"Expected to find files in the S3 bucket for task '{task_name}', but got an empty list"
-
             filenames_in_s3 = {file["Key"].split("/")[-1] for file in s3_file_list}
 
+            # Check output files
             overlapped_filenames = expected["filenames"] & filenames_in_s3
             assert (
                 overlapped_filenames and len(overlapped_filenames) == 1
@@ -1486,16 +1486,28 @@ def test_nextflow_workflow(self):
             if "dicom_to_png" in task_name:
                 expected_file = f"/outputs/{expected_file}"
 
-            # Verify the expected file is non-empty
+            # - Check that the output file in S3 is non-empty
             response = self.gen3_workflow.get_bucket_object_with_boto3(
                 object_path=f"{task['workDir']}/{expected_file}",
                 s3_storage_config=self.s3_storage_config,
                 user=self.valid_user,
             )
+            contents_in_s3 = response["Body"].read()
+            try:
+                # some output files need decoding
+                contents_in_s3 = contents_in_s3.decode("utf-8")
+            except Exception:
+                pass
             assert (
                 response["ContentLength"] > 0
             ), f"Expected to have some data in {expected_file}. But found empty file instead. Response: {response}"
 
+            # - Check that the output file downloaded locally by Nextflow is non-empty and matches
+            #   the output file in S3
+            with open(f"{workflow_dir}results/{expected_file}", "r") as f:
+                contents_in_local = f.read()
+            # assert contents_in_local == contents_in_s3 # TODO this is broken. Enable once fixed
+
             def get_nextflow_output_file_contents(test_file_name):
                 matching_keys = [
                     file["Key"]
@@ -1523,6 +1535,7 @@ def get_nextflow_output_file_contents(test_file_name):
                     )
                     raise
 
+            # - Check output files generated by Nextflow
             test_files = [
                 "/.command.sh",
                 "/.exitcode",

From af8fef311a875e890caf0b250202ac91170bb769 Mon Sep 17 00:00:00 2001
From: Pauline Ribeyre <4224001+paulineribeyre@users.noreply.github.com>
Date: Fri, 14 Aug 2026 12:10:56 -0500
Subject: [PATCH 2/2] update

---
 .../tests/test_gen3_workflow.py               | 20 ++++++++++---------
 1 file changed, 11 insertions(+), 9 deletions(-)

diff --git a/gen3-integration-tests/tests/test_gen3_workflow.py b/gen3-integration-tests/tests/test_gen3_workflow.py
index ddab8a033..1f7910549 100644
--- a/gen3-integration-tests/tests/test_gen3_workflow.py
+++ b/gen3-integration-tests/tests/test_gen3_workflow.py
@@ -1485,6 +1485,7 @@ def test_nextflow_workflow(self):
             (expected_file,) = overlapped_filenames
             if "dicom_to_png" in task_name:
                 expected_file = f"/outputs/{expected_file}"
+            is_binary_file = expected_file.lower().endswith(".png")
 
             # - Check that the output file in S3 is non-empty
             response = self.gen3_workflow.get_bucket_object_with_boto3(
@@ -1493,20 +1494,21 @@ def test_nextflow_workflow(self):
                 user=self.valid_user,
             )
             contents_in_s3 = response["Body"].read()
-            try:
-                # some output files need decoding
+            if not is_binary_file:
                 contents_in_s3 = contents_in_s3.decode("utf-8")
-            except Exception:
-                pass
             assert (
                 response["ContentLength"] > 0
             ), f"Expected to have some data in {expected_file}. But found empty file instead. Response: {response}"
-
-            # - Check that the output file downloaded locally by Nextflow is non-empty and matches
-            #   the output file in S3
-            with open(f"{workflow_dir}results/{expected_file}", "r") as f:
+            assert response["ContentLength"] == len(contents_in_s3)
+
+            # - Check that the output file downloaded automatically by Nextflow matches exactly the
+            #   output file in S3
+            with open(
+                f"{workflow_dir}results/{expected_file}",
+                "rb" if is_binary_file else "r",
+            ) as f:
                 contents_in_local = f.read()
-            # assert contents_in_local == contents_in_s3 # TODO this is broken. Enable once fixed
+            assert contents_in_local == contents_in_s3
 
             def get_nextflow_output_file_contents(test_file_name):
                 matching_keys = [