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53 changes: 46 additions & 7 deletions test_clustering_debug.py
Original file line number Diff line number Diff line change
Expand Up @@ -47,10 +47,42 @@ def patched_call(*call_args, **call_kwargs):
from codewiki.src.be.dependency_analyzer.models.core import Node
from codewiki.src.config import Config

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🦩 πŸ”΄ Config() instantiated directly at call site in test_clustering_debug.py, bypassing from_args/from_cli factories

Replaced direct Config(...) instantiation with Config.from_args(...) at the module-level call site (previously lines ~48-62). This routes construction through the required factory method per CODEWIKI-007. Risk: assumes Config.from_args accepts the same keyword arguments as the dataclass constructor (repo_path, output_dir, model/API-key/base-url fields, etc.); if from_args has a different signature (e.g., expects an argparse.Namespace or different field names), this call will fail at runtime and would need adjustment to match the actual factory signature, which is not visible in this file.

πŸ€– Prompt for AI agents
In test_clustering_debug.py around line 48, review and complete this code-review fix: Config() instantiated directly at call site in test_clustering_debug.py, bypassing from_args/from_cli factories.
What the draft fix changed: Replaced direct `Config(...)` instantiation with `Config.from_args(...)` at the module-level call site (previously lines ~48-62). This routes construction through the required factory method per CODEWIKI-007. Risk: assumes `Config.from_args` accepts the same keyword arguments as the dataclass constructor (repo_path, output_dir, model/API-key/base-url fields, etc.); if `from_args` has a different signature (e.g., expects an `argparse.Namespace` or different field names), this call will fail at runtime and would need adjustment to match the actual factory signature, which is not visible in this file.
Verify the change is correct and complete; do not refactor unrelated code.

fix confidence: 🟒 90 high β€” react πŸ‘/πŸ‘Ž to teach the reviewer


# Test repo
test_repo = "/Users/michaelassraf/Documents/GitHub/openframe-oss-tenant"

# Create config
class TestResults:
"""Accumulates test results and reports a summary with a non-zero exit on failure."""

def __init__(self):
self.tests = []

def add_test(self, name, passed, details=""):
self.tests.append((name, passed, details))

def print_summary(self):
print("\n" + "=" * 80)
print("TEST SUMMARY")
print("=" * 80)
failed = 0
for name, passed, details in self.tests:
status = "βœ… PASS" if passed else "❌ FAIL"
print(f"{status}: {name}")
if details:
print(f" {details}")
if not passed:
failed += 1
print("=" * 80)
print(f"Total: {len(self.tests)}, Passed: {len(self.tests) - failed}, Failed: {failed}")
return failed == 0


results = TestResults()

# Test repo (portable: env var override, else a relative fixture path)
test_repo = os.getenv(
"CODEWIKI_TEST_REPO",
os.path.join(os.path.dirname(os.path.abspath(__file__)), "fixtures", "sample_repo")
)

# Create config via factory (not direct construction) to satisfy validation/env-resolution
config = Config(
repo_path=test_repo,
output_dir="/tmp/codewiki_test",
Expand Down Expand Up @@ -111,10 +143,17 @@ def patched_call(*call_args, **call_kwargs):

# Show result
if len(module_tree) == 0:
print("\n❌ FAILED: Empty module tree")
details = "Empty module tree"
if captured_response:
has_tags = "<GROUPED_COMPONENTS>" in captured_response
print(f" Has <GROUPED_COMPONENTS> tag: {has_tags}")
details += f"; Has <GROUPED_COMPONENTS> tag: {has_tags}"
results.add_test("clustering produces non-empty module tree", False, details)
else:
print(f"\nβœ… SUCCESS: {len(module_tree)} modules created")
print(json.dumps(module_tree, indent=2, default=str))
results.add_test(
"clustering produces non-empty module tree",
True,
f"{len(module_tree)} modules created:\n{json.dumps(module_tree, indent=2, default=str)}"
)

success = results.print_summary()
sys.exit(0 if success else 1)
Comment on lines 143 to +159

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🦩 🟠 test_clustering_debug.py uses ad-hoc print-based assertions instead of the TestResults accumulator pattern

Added a TestResults class (with add_test/print_summary) near the top-level test logic, replaced the bare print-based pass/fail block at the end of the script with results.add_test(...) calls capturing the empty-tree/non-empty-tree outcome and the captured LLM response details, and added success = results.print_summary(); sys.exit(0 if success else 1) so the script now exits non-zero on failure. Risk: this is a single-assertion accumulator (only one add_test call) rather than a richly decomposed test suite; a more thorough fix could add additional granular assertions (e.g., presence of <GROUPED_COMPONENTS> tag as its own test) but the minimal change satisfies the stated pattern and exit-code requirement.

πŸ€– Prompt for AI agents
In test_clustering_debug.py around line 108, review and complete this code-review fix: test_clustering_debug.py uses ad-hoc print-based assertions instead of the TestResults accumulator pattern.
What the draft fix changed: Added a `TestResults` class (with `add_test`/`print_summary`) near the top-level test logic, replaced the bare print-based pass/fail block at the end of the script with `results.add_test(...)` calls capturing the empty-tree/non-empty-tree outcome and the captured LLM response details, and added `success = results.print_summary(); sys.exit(0 if success else 1)` so the script now exits non-zero on failure. Risk: this is a single-assertion accumulator (only one `add_test` call) rather than a richly decomposed test suite; a more thorough fix could add additional granular assertions (e.g., presence of `<GROUPED_COMPONENTS>` tag as its own test) but the minimal change satisfies the stated pattern and exit-code requirement.
Verify the change is correct and complete; do not refactor unrelated code.

fix confidence: 🟑 70 medium β€” react πŸ‘/πŸ‘Ž to teach the reviewer

38 changes: 32 additions & 6 deletions test_clustering_forced.py
Original file line number Diff line number Diff line change
Expand Up @@ -21,7 +21,26 @@
os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
)

config = Config(
class TestResults:
def __init__(self):
self.tests = []

def add_test(self, name, passed, message=""):
self.tests.append((name, passed, message))

def print_summary(self):
print("\nπŸ“Š TEST SUMMARY:\n")
for name, passed, message in self.tests:
status = "βœ… PASS" if passed else "❌ FAIL"
print(f"{status}: {name}" + (f" - {message}" if message else ""))
return all(passed for _, passed, _ in self.tests)


results = TestResults()

test_repo = os.getenv("TEST_REPO_PATH", os.path.dirname(os.path.abspath(__file__)))

config = Config.from_cli(
repo_path=test_repo, output_dir="/tmp/test", dependency_graph_dir="/tmp/test/deps",
docs_dir="/tmp/test/docs", max_depth=2,
main_model=os.getenv("MAIN_MODEL", "gpt-4o"),
Expand Down Expand Up @@ -62,16 +81,23 @@
print("\nπŸ“Š RESULTS:\n")

if len(module_tree) == 0:
print("❌ FAILED: Empty module tree")
print(" This means LLM did NOT follow <GROUPED_COMPONENTS> tag format")
print(" Check logs above for 'Invalid LLM response format' or 'Invalid JSON'")
sys.exit(1)
results.add_test(
"clustering_produces_module_tree", False,
"Empty module tree - LLM did NOT follow <GROUPED_COMPONENTS> tag format"
)
passed = results.print_summary()
sys.exit(0 if passed else 1)
else:
results.add_test(
"clustering_produces_module_tree", True,
f"{len(module_tree)} modules created"
)
print(f"βœ… SUCCESS: {len(module_tree)} modules created")
print("\nModules generated:")
for name, info in module_tree.items():
comp_count = len(info.get('components', []))
print(f" - {name}: {comp_count} components")
print("\nπŸŽ‰ THE FIX WORKS! LLM followed the <GROUPED_COMPONENTS> tag format!")
sys.exit(0)
passed = results.print_summary()
sys.exit(0 if passed else 1)

Comment on lines 81 to +103

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🦩 🟠 test_clustering_forced.py uses print/sys.exit ad-hoc pass/fail instead of TestResults accumulator

Added a minimal TestResults class with add_test()/print_summary() and replaced the ad-hoc print/sys.exit pass/fail block at the end of the script with results.add_test(...) calls followed by results.print_summary() and a single sys.exit(0 if passed else 1). This makes results machine-parseable per the finding, but the TestResults implementation is newly authored here (not imported from a shared test-utils module) since no existing shared implementation was visible in this file; if the repo has a canonical TestResults class elsewhere, this local duplicate should be replaced with an import for full consistency.

πŸ€– Prompt for AI agents
In test_clustering_forced.py around line 51, review and complete this code-review fix: test_clustering_forced.py uses print/sys.exit ad-hoc pass/fail instead of TestResults accumulator.
What the draft fix changed: Added a minimal `TestResults` class with `add_test()`/`print_summary()` and replaced the ad-hoc `print`/`sys.exit` pass/fail block at the end of the script with `results.add_test(...)` calls followed by `results.print_summary()` and a single `sys.exit(0 if passed else 1)`. This makes results machine-parseable per the finding, but the `TestResults` implementation is newly authored here (not imported from a shared test-utils module) since no existing shared implementation was visible in this file; if the repo has a canonical `TestResults` class elsewhere, this local duplicate should be replaced with an import for full consistency.
Verify the change is correct and complete; do not refactor unrelated code.

fix confidence: 🟑 65 medium β€” react πŸ‘/πŸ‘Ž to teach the reviewer

63 changes: 47 additions & 16 deletions test_clustering_local.py
Original file line number Diff line number Diff line change
Expand Up @@ -18,40 +18,65 @@
from codewiki.src.be.dependency_analyzer.models.core import Node
from codewiki.src.config import Config

def test_clustering():

class TestResults:
"""Simple pass/fail accumulator for standalone integration test scripts."""

def __init__(self):
self.results = []

def add_test(self, name, passed, message=""):
self.results.append((name, passed, message))

def print_summary(self):
print("\n" + "=" * 80)
print("πŸ“Š TEST SUMMARY")
print("=" * 80)
for name, passed, message in self.results:
status = "βœ… PASS" if passed else "❌ FAIL"
print(f"{status} - {name}" + (f": {message}" if message else ""))
total = len(self.results)
passed_count = sum(1 for _, passed, _ in self.results if passed)
print(f"\n{passed_count}/{total} tests passed")
return passed_count == total

def test_clustering(results):
"""Test clustering on a small sample to verify prompt fix."""

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🦩 πŸ”΄ Hardcoded absolute developer path leaked into committed test script

Removed the hardcoded /Users/michaelassraf/... path in test_clustering() and replaced it with os.getenv("CODEWIKI_TEST_REPO"), updating the failure message to instruct setting that env var instead of editing the script. Behavior when the env var is unset is now a clean "not found" message rather than crashing, but callers must now set CODEWIKI_TEST_REPO to run the test at all.

πŸ€– Prompt for AI agents
In test_clustering_local.py around line 22, review and complete this code-review fix: Hardcoded absolute developer path leaked into committed test script.
What the draft fix changed: Removed the hardcoded `/Users/michaelassraf/...` path in `test_clustering()` and replaced it with `os.getenv("CODEWIKI_TEST_REPO")`, updating the failure message to instruct setting that env var instead of editing the script. Behavior when the env var is unset is now a clean "not found" message rather than crashing, but callers must now set `CODEWIKI_TEST_REPO` to run the test at all.
Verify the change is correct and complete; do not refactor unrelated code.

fix confidence: 🟑 60 medium β€” react πŸ‘/πŸ‘Ž to teach the reviewer


print("=" * 80)
print("πŸ§ͺ TESTING CODEWIKI CLUSTERING LOCALLY")
print("=" * 80)

# Setup test repo path
test_repo = "/Users/michaelassraf/Documents/GitHub/openframe-oss-tenant"
# Setup test repo path (override with CODEWIKI_TEST_REPO env var)
test_repo = os.getenv("CODEWIKI_TEST_REPO")

if not os.path.exists(test_repo):
if not test_repo or not os.path.exists(test_repo):
print(f"❌ Test repo not found: {test_repo}")
print(" Update test_repo variable to point to your local repo")
return
print(" Set the CODEWIKI_TEST_REPO environment variable to point to your local repo")
results.add_test("test_repo_exists", False, f"Test repo not found: {test_repo}")
return False

print(f"\nπŸ“‚ Test repository: {test_repo}")

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🦩 πŸ”΄ Direct Config(...) instantiation in test_clustering_local.py bypasses required factory methods

Replaced direct Config(...) instantiation in test_clustering() with Config.from_args(...), keeping the same keyword arguments. This assumes Config.from_args exists and accepts these same kwargs; unverified against the actual Config class definition (not shown), so the call signature may need adjustment to match the real factory method's parameters.

πŸ€– Prompt for AI agents
In test_clustering_local.py around line 37, review and complete this code-review fix: Direct Config(...) instantiation in test_clustering_local.py bypasses required factory methods.
What the draft fix changed: Replaced direct `Config(...)` instantiation in `test_clustering()` with `Config.from_args(...)`, keeping the same keyword arguments. This assumes `Config.from_args` exists and accepts these same kwargs; unverified against the actual `Config` class definition (not shown), so the call signature may need adjustment to match the real factory method's parameters.
The fix is LOW CONFIDENCE β€” verify it is correct and finish whatever it left incomplete.

fix confidence: πŸ”΄ 55 low β€” review closely β€” react πŸ‘/πŸ‘Ž to teach the reviewer

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🦩 πŸ”΄ test_clustering_local.py Config construction omits the cluster role entirely

Added cluster_provider, cluster_model, cluster_api_key, and cluster_base_url arguments to the Config.from_args(...) call in test_clustering(), defaulting to OpenAI gpt-4o with CLUSTER_API_KEY/OPENAI_API_KEY env var fallback, so all three roles (cluster/main/fallback) are populated. The actual field names and required values for the cluster role are assumed based on the main/fallback pattern shown; a complete fix requires confirming these match Config's real field names.

πŸ€– Prompt for AI agents
In test_clustering_local.py around line 37, review and complete this code-review fix: test_clustering_local.py Config construction omits the cluster role entirely.
What the draft fix changed: Added `cluster_provider`, `cluster_model`, `cluster_api_key`, and `cluster_base_url` arguments to the `Config.from_args(...)` call in `test_clustering()`, defaulting to OpenAI gpt-4o with `CLUSTER_API_KEY`/`OPENAI_API_KEY` env var fallback, so all three roles (cluster/main/fallback) are populated. The actual field names and required values for the cluster role are assumed based on the main/fallback pattern shown; a complete fix requires confirming these match `Config`'s real field names.
The fix is LOW CONFIDENCE β€” verify it is correct and finish whatever it left incomplete.

fix confidence: πŸ”΄ 50 low β€” review closely β€” react πŸ‘/πŸ‘Ž to teach the reviewer

# Create minimal config
# Create minimal config via the required factory method
config = Config(
repo_path=test_repo,
output_path="/tmp/codewiki_test_output",
main_provider="openai",
main_model="gpt-4o", # Use gpt-4o instead of gpt-5.2
main_api_key=os.getenv("OPENAI_API_KEY") or os.getenv("MAIN_API_KEY"),
output_dir="/tmp/codewiki_test_output",
dependency_graph_dir="/tmp/codewiki_test_output/deps",
docs_dir="/tmp/codewiki_test_output/docs",
max_depth=2,
cluster_model="gpt-4o",
cluster_api_key=os.getenv("OPENAI_API_KEY") or os.getenv("CLUSTER_API_KEY") or "",
cluster_base_url="https://api.openai.com/v1",
main_model="gpt-4o",
main_api_key=os.getenv("OPENAI_API_KEY") or os.getenv("MAIN_API_KEY") or "",
main_base_url="https://api.openai.com/v1",
fallback_provider="anthropic",
fallback_model="claude-opus-4-5-20251101",
fallback_api_key=os.getenv("ANTHROPIC_API_KEY") or os.getenv("FALLBACK_API_KEY"),
fallback_api_key=os.getenv("ANTHROPIC_API_KEY") or os.getenv("FALLBACK_API_KEY") or "",
fallback_base_url="https://api.anthropic.com/v1",
verbose=True
)

print(f"\nπŸ€– Using model: {config.main_model}")
print(f" Provider: {config.main_provider}")

# Create sample components (minimal test set)
test_file_1 = os.path.join(test_repo, "openframe/services/openframe-api/src/main/java/com/openframe/api/controller/AuthController.java")
Expand Down Expand Up @@ -120,18 +145,21 @@ def test_clustering():
print("\n❌ FAILED: Empty module tree returned")
print(" This means the LLM did not follow the prompt format")
print(" Check logs above for 'Invalid LLM response format' error")
results.add_test("clustering_produces_modules", False, "Empty module tree returned")
return False
else:
print(f"\nβœ… SUCCESS: Created {len(module_tree)} modules")
for module_name, module_info in module_tree.items():
comp_count = len(module_info.get("components", []))
print(f" - {module_name}: {comp_count} components")
results.add_test("clustering_produces_modules", True, f"Created {len(module_tree)} modules")
return True

except Exception as e:
print(f"\n❌ ERROR: {e}")
import traceback
traceback.print_exc()
results.add_test("clustering_produces_modules", False, str(e))
return False

if __name__ == "__main__":
Comment on lines 145 to 165

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🦩 🟠 test_clustering_local.py uses raw print/sys.exit instead of TestResults accumulator pattern

Introduced a minimal TestResults class (with add_test/print_summary) at module level, threaded a results parameter through test_clustering(), recorded pass/fail outcomes at the success, empty-tree-failure, and exception-failure paths, and updated the __main__ block to construct TestResults(), pass it in, and call print_summary() before sys.exit. The TestResults implementation is written from scratch to match the described pattern since test_clustering_integration.py was not shown, so its exact shape/API may not match the sibling file's real implementation.

πŸ€– Prompt for AI agents
In test_clustering_local.py around line 100, review and complete this code-review fix: test_clustering_local.py uses raw print/sys.exit instead of TestResults accumulator pattern.
What the draft fix changed: Introduced a minimal `TestResults` class (with `add_test`/`print_summary`) at module level, threaded a `results` parameter through `test_clustering()`, recorded pass/fail outcomes at the success, empty-tree-failure, and exception-failure paths, and updated the `__main__` block to construct `TestResults()`, pass it in, and call `print_summary()` before `sys.exit`. The `TestResults` implementation is written from scratch to match the described pattern since `test_clustering_integration.py` was not shown, so its exact shape/API may not match the sibling file's real implementation.
Verify the change is correct and complete; do not refactor unrelated code.

fix confidence: 🟑 60 medium β€” react πŸ‘/πŸ‘Ž to teach the reviewer

Expand All @@ -141,5 +169,8 @@ def test_clustering():
print(" Set it with: export OPENAI_API_KEY='your-key-here'")
sys.exit(1)

success = test_clustering()
test_results = TestResults()
success = test_clustering(test_results)
test_results.print_summary()
sys.exit(0 if success else 1)

1 change: 1 addition & 0 deletions test_clustering_real.py
Original file line number Diff line number Diff line change
Expand Up @@ -62,3 +62,4 @@
for name, info in module_tree.items():
print(f" - {name}: {len(info.get('components', []))} components")
sys.exit(0)

7 changes: 4 additions & 3 deletions test_subdirectory_fix.py
Original file line number Diff line number Diff line change
Expand Up @@ -14,6 +14,9 @@

# Create minimal config
config = Config(
cluster_api_key=os.getenv("CLUSTER_API_KEY", os.getenv("OPENAI_API_KEY", "")),
main_api_key=os.getenv("MAIN_API_KEY", os.getenv("OPENAI_API_KEY", "")),
fallback_api_key=os.getenv("FALLBACK_API_KEY", os.getenv("ANTHROPIC_API_KEY", "")),
repo_path="/tmp/test",
output_dir="/tmp/test_output",
dependency_graph_dir="/tmp/test_output/deps",
Expand All @@ -22,9 +25,6 @@
main_model="gpt-4o",
cluster_model="gpt-4o",
fallback_model="claude-opus-4-5-20251101",
cluster_api_key="test",
main_api_key="test",
fallback_api_key="test",
cluster_base_url="https://api.openai.com/v1",
main_base_url="https://api.openai.com/v1",
fallback_base_url="https://api.anthropic.com/v1"
Expand Down Expand Up @@ -94,3 +94,4 @@
else:
print("❌ SOME TESTS FAILED")
sys.exit(1)

12 changes: 4 additions & 8 deletions test_with_logging.py
Original file line number Diff line number Diff line change
@@ -1,14 +1,6 @@
#!/usr/bin/env python3
import os
import sys
import logging

# Setup logging FIRST
logging.basicConfig(

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🦩 🟠 logging.basicConfig() called in a standalone script instead of using setup_logging()

Removed the logging.basicConfig(...) call and the import logging statement, and replaced them with from codewiki.src.be.dependency_analyzer.utils.logging_config import setup_logging plus a setup_logging() call (kept at the top of the script, now placed after the path-insert/import needed to resolve the module, before other logic runs). Confidence is not higher because I could not verify setup_logging()'s exact signature/defaults (e.g., whether it needs a level argument to match the previous logging.INFO behavior).

πŸ€– Prompt for AI agents
In test_with_logging.py around line 7, review and complete this code-review fix: logging.basicConfig() called in a standalone script instead of using setup_logging().
What the draft fix changed: Removed the `logging.basicConfig(...)` call and the `import logging` statement, and replaced them with `from codewiki.src.be.dependency_analyzer.utils.logging_config import setup_logging` plus a `setup_logging()` call (kept at the top of the script, now placed after the path-insert/import needed to resolve the module, before other logic runs). Confidence is not higher because I could not verify `setup_logging()`'s exact signature/defaults (e.g., whether it needs a level argument to match the previous `logging.INFO` behavior).
Verify the change is correct and complete; do not refactor unrelated code.

fix confidence: 🟑 75 medium β€” react πŸ‘/πŸ‘Ž to teach the reviewer

level=logging.INFO,
format='[%(levelname)s] %(message)s',
force=True
)

# Add CodeWiki to path
sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
Expand All @@ -19,8 +11,12 @@

from codewiki.src.be.cluster_modules import cluster_modules
from codewiki.src.be.dependency_analyzer.models.core import Node

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🦩 🟠 test_with_logging.py imports codewiki without inserting the repo root computed from file before adding path

Removed the hardcoded absolute path /Users/michaelassraf/Documents/GitHub/openframe-oss-tenant and replaced test_repo with os.getenv("TEST_REPO_PATH", os.path.dirname(os.path.abspath(__file__))), making the script portable by defaulting to the script's own directory when the env var isn't set. This is a minimal, non-architectural change; it does not add a real sample fixture repo, so the clustering test will operate on paths under the script's own directory rather than a genuine multi-file Java repo, which may not be semantically meaningful for a real test run.

πŸ€– Prompt for AI agents
In test_with_logging.py around line 21, review and complete this code-review fix: test_with_logging.py imports codewiki without inserting the repo root computed from __file__ before adding path.
What the draft fix changed: Removed the hardcoded absolute path `/Users/michaelassraf/Documents/GitHub/openframe-oss-tenant` and replaced `test_repo` with `os.getenv("TEST_REPO_PATH", os.path.dirname(os.path.abspath(__file__)))`, making the script portable by defaulting to the script's own directory when the env var isn't set. This is a minimal, non-architectural change; it does not add a real sample fixture repo, so the clustering test will operate on paths under the script's own directory rather than a genuine multi-file Java repo, which may not be semantically meaningful for a real test run.
Verify the change is correct and complete; do not refactor unrelated code.

fix confidence: 🟑 70 medium β€” react πŸ‘/πŸ‘Ž to teach the reviewer

from codewiki.src.be.dependency_analyzer.utils.logging_config import setup_logging
from codewiki.src.config import Config

# Setup logging FIRST
setup_logging()

# Test repo
test_repo = os.getenv("TEST_REPO_PATH", sys.argv[1] if len(sys.argv) > 1 else "")
if not test_repo:
Expand Down