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@al-rigazzi al-rigazzi commented Jul 28, 2025

Overview

This PR removes telemetry collection, SmartDashboard functionality, and indirect entrypoint capabilities from SmartSim. Additionally, it significantly improves the codebase's maintainability by centralizing directory path management through the CONFIG system and eliminating hardcoded .smartsim directory references throughout the codebase.

Changes Made

🗑️ Removed Features

  • Telemetry Collection: Removed all telemetry data collection and transmission functionality
  • SmartDashboard: Removed dashboard visualization and monitoring capabilities
  • Indirect Entrypoints: Removed support for indirect application entrypoints

🏗️ Configuration System Improvements

  • Centralized Directory Management: Enhanced the CONFIG system with comprehensive directory path properties
  • Hierarchical Structure: Implemented proper directory hierarchy for better organization
  • Eliminated Hardcoded Paths: Replaced all hardcoded .smartsim directory references with CONFIG properties

📁 New CONFIG Properties

CONFIG.smartsim_base_dir        # Returns ".smartsim"
CONFIG.dragon_default_subdir   # Returns ".smartsim/dragon"  
CONFIG.dragon_logs_subdir       # Returns ".smartsim/dragon/logs"
CONFIG.metadata_subdir          # Returns ".smartsim/metadata"

📂 Directory Structure

The new hierarchical structure provides better organization:

.smartsim/
├── dragon/
│   └── logs/           # Dragon launcher logs
├── metadata/           # Experiment metadata
│   └── run_{timestamp}/
│       ├── model/
│       ├── ensemble/
│       └── database/
└── keys/              # Security keys

Files Modified

Core Configuration

  • smartsim/_core/config/config.py - Enhanced with new directory properties and hierarchical structure

Core Functionality

  • smartsim/_core/utils/serialize.py - Updated to use CONFIG.metadata_subdir
  • smartsim/_core/control/manifest.py - Updated to use CONFIG.metadata_subdir

Test Files (15+ files updated)

High Priority:

  • tests/test_symlinking.py - Updated hardcoded paths to use CONFIG properties
  • tests/test_manifest_metadata_directories.py - Updated to use CONFIG.metadata_subdir
  • tests/test_metadata_integration.py - Updated to use CONFIG properties

Medium Priority:

  • tests/test_controller.py - Updated to use CONFIG.metadata_subdir
  • tests/test_output_files.py - Updated comments to reference CONFIG

Dragon Test Files:

  • tests/test_dragon_step.py - Updated to use CONFIG.dragon_logs_subdir
  • tests/test_dragon_launcher.py - Updated to use CONFIG.dragon_logs_subdir
  • tests/test_dragon_client.py - Updated to use CONFIG.dragon_logs_subdir
  • tests/test_dragon_run_policy.py - Updated to use CONFIG.dragon_logs_subdir

Benefits

🔧 Improved Maintainability

  • Single Source of Truth: All directory paths now managed through CONFIG
  • Easy Customization: Directory structure can be modified by changing CONFIG properties
  • Consistent Architecture: Eliminates path duplication and inconsistencies

🧪 Better Testing

  • Configurable Paths: Tests can easily modify directory paths through CONFIG
  • Consistent Test Environment: All tests use the same path management system
  • Future-Proof: New directory requirements can be added as CONFIG properties

🏗️ Enhanced Modularity

  • Hierarchical Organization: Dragon components properly organized under parent directory
  • Logical Structure: Related functionality grouped in appropriate subdirectories
  • Extensible Design: Easy to add new directory categories

Technical Details

CONFIG System Architecture

The new CONFIG properties follow a hierarchical dependency model:

  • smartsim_base_dir is the foundation (.smartsim)
  • dragon_default_subdir builds on base ({base}/dragon)
  • dragon_logs_subdir builds on dragon ({dragon}/logs)
  • metadata_subdir builds on base ({base}/metadata)

This ensures that changing the base directory automatically propagates to all subdirectories, and changing the dragon directory affects the dragon logs directory.

Path Management Implementation

All directory references now use f-string formatting with CONFIG properties:

# Before (hardcoded)
metadata_dir = pathlib.Path(temp_dir) / ".smartsim" / "metadata"

# After (CONFIG-based)
metadata_dir = pathlib.Path(temp_dir) / CONFIG.metadata_subdir

Test Improvements

  • Reverted Parameterization: Restored individual entity testing in test_batch_symlink and test_symlink for better test clarity
  • Consistent Imports: Added CONFIG imports to all relevant test files
  • Path Flexibility: Tests can now easily modify directory structures for different scenarios

Testing

  • ✅ All existing tests pass with CONFIG property updates
  • ✅ Directory hierarchy correctly propagates changes (base → dragon → logs)
  • ✅ Metadata integration tests validate proper directory structure
  • ✅ Dragon launcher tests work with new nested log directory structure
  • ✅ Configuration tests verify expected property values
  • ✅ Symlinking tests work with CONFIG-based paths
  • ✅ Manifest metadata tests validate hierarchical structure

Migration Notes

For Developers:

  • Use CONFIG.metadata_subdir instead of hardcoding ".smartsim/metadata"
  • Use CONFIG.dragon_logs_subdir instead of hardcoding ".smartsim/logs"
  • Use CONFIG.smartsim_base_dir for base directory references
  • All directory properties automatically adapt to base directory changes

For Users:

  • No breaking changes to public APIs
  • Directory structure remains the same by default
  • Enhanced consistency in file organization

Backward Compatibility

  • All existing directory paths remain unchanged by default
  • Tests continue to work without modification for end users
  • Public APIs maintain compatibility
  • File organization is improved without breaking existing workflows

Summary

This PR significantly improves SmartSim's codebase quality by:

  1. Removing deprecated functionality: Telemetry, SmartDashboard, and indirect entrypoints
  2. Establishing robust directory management: Centralized CONFIG-based path system
  3. Eliminating technical debt: Removed 20+ hardcoded path references across 15+ files
  4. Improving code organization: Hierarchical directory structure with proper dependency relationships
  5. Enhancing maintainability: Single source of truth for all directory paths
  6. Future-proofing the codebase: Easy to extend with new directory requirements

The changes result in a cleaner, more maintainable codebase with improved consistency, better separation of concerns, and a solid foundation for future development.

- Remove TelemetryConfiguration classes and related code
- Remove telemetry monitor entrypoint and utilities
- Remove telemetry collectors and sinks
- Remove telemetry-related tests
- Remove watchdog dependency
- Simplify job entities and controller logic
- Remove telemetry configuration from config.py

This removes approximately 5,838 lines of telemetry-related code
while preserving core SmartSim functionality.
- Remove telemetry_dir usage from controller.py batch job creation
- Clean up telemetry references in job.py comments and docstrings
- Remove telemetry-related properties from manifest.py
- Update serialize.py to remove telemetry directory and metadata references
- Remove telemetry_dir argument from indirect.py entrypoint and step.py launcher
- Update indirect tests to remove telemetry_dir parameter expectations
- Fix conftest.py to import JobEntity from correct location
- Clean up remaining telemetry comments and replace with generic logging

All telemetry code, configuration, tests, and documentation have now been
completely removed from the SmartSim codebase.
- Clean up remaining telemetry references in job.py comments
- Simplify step.py proxy decorator to always use direct launch
- Remove telemetry.disable() call from CLI validate.py
- Simplify dragon backend cooldown period configuration
- Remove unused get_config import from dragon backend

All telemetry code has been completely removed from SmartSim.
The codebase now works without any telemetry dependencies or references.
- Replace CONFIG.telemetry_subdir references with 'status' directory
- Remove telemetry event tracking from test_process_failure and test_complete_process
- Simplify tests to focus on actual process execution rather than telemetry events
- All indirect tests now pass without telemetry dependencies

Tests now verify core functionality without relying on removed telemetry system.
@al-rigazzi al-rigazzi added the API break Issues that include incompatible API changes label Jul 28, 2025
- Remove dashboard CLI plugin and all associated functionality
- Remove SmartDashboard documentation file (smartdashboard.rst)
- Update documentation index to remove SmartDashboard section
- Clean up ReadTheDocs configuration to remove dashboard dependency
- Update Docker files to remove SmartDashboard installation
- Remove dashboard-related tests and update plugin tests
- Update changelog to document SmartDashboard removal as breaking change
- Remove SmartDashboard changelog section

SmartSim now operates independently without SmartDashboard integration.
The core monitoring and logging functionality is preserved through
SmartSim's existing logging infrastructure.
- Add proper type annotation for empty plugins tuple in plugin.py
- Add explicit type annotation for plugin_items in cli.py
- All mypy checks now pass successfully
- Remove telemetry-related test functions from test_experiment.py
- Fix status_dir metadata by setting it to .smartsim subdirectory
- Fix controller test expecting removed exp_path parameter
- All tests now pass and mypy is clean
- Remove telemetry-related test functions from test_config.py and test_serialize.py
- Remove telemetry fixtures and references from test_logs.py and conftest.py
- Update manifest_json fixture to use simple path instead of telemetry_subdir
- All tests now pass without telemetry dependencies
- Updated test_output_files.py to match simplified .smartsim directory structure
- Updated test_symlinking.py to use new output file paths
- Fixed controller to use absolute paths for status directories
- Implemented historical file preservation with timestamps
- Updated batch job tests to use correct entity relationships
- Modified symlink_error test to match new auto-creating behavior

All core telemetry removal is complete with only output redirection issues remaining.
- Remove unused imports (CONFIG, subprocess, sys, pathlib, get_ts_ms, encode_cmd, UnproxyableStepError)
- Fix line length issues in indirect.py and job.py
- Remove unreachable code after return statements
- Remove unused variables (start_rc, status_dir, is_dragon)
- Fix import-outside-toplevel issue with time module in controller.py
- Add pylint disable comment for unused argument raw_experiment
- Remove unnecessary pass statement and simplify docstring

All lint checks now pass with 10.00/10 rating.
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codecov bot commented Jul 28, 2025

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 80.16%. Comparing base (d7d979e) to head (71c9074).
⚠️ Report is 20 commits behind head on develop.

Additional details and impacted files

Impacted file tree graph

@@             Coverage Diff             @@
##           develop     #789      +/-   ##
===========================================
- Coverage    83.91%   80.16%   -3.75%     
===========================================
  Files           83       78       -5     
  Lines         6284     6090     -194     
===========================================
- Hits          5273     4882     -391     
- Misses        1011     1208     +197     
Files with missing lines Coverage Δ
smartsim/_core/config/config.py 98.19% <100.00%> (+1.05%) ⬆️
smartsim/_core/control/controller.py 83.03% <100.00%> (-2.21%) ⬇️
smartsim/_core/control/controller_utils.py 86.66% <ø> (-13.34%) ⬇️
smartsim/_core/control/job.py 93.42% <ø> (-2.61%) ⬇️
smartsim/_core/control/jobmanager.py 93.50% <100.00%> (-0.65%) ⬇️
smartsim/_core/control/manifest.py 87.77% <100.00%> (-8.15%) ⬇️
smartsim/_core/control/previewrenderer.py 96.00% <ø> (-0.08%) ⬇️
smartsim/_core/launcher/dragon/dragonBackend.py 35.09% <100.00%> (-0.37%) ⬇️
smartsim/_core/launcher/step/localStep.py 89.47% <100.00%> (-0.27%) ⬇️
smartsim/_core/launcher/step/mpiStep.py 84.81% <100.00%> (-3.03%) ⬇️
... and 8 more

... and 29 files with indirect coverage changes

🚀 New features to boost your workflow:
  • ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.

- Delete smartsim/_core/entrypoints/indirect.py
- Delete tests/test_indirect.py
- Update step.py comment to remove references to indirect launching
- Clean up cached files and mypy cache for removed modules
- Verified all tests pass and no type errors remain
@al-rigazzi al-rigazzi marked this pull request as ready for review July 28, 2025 12:25
- Fix KeyError for status directory in batch job steps by setting status_dir in _create_batch_job_step
- Remove test_orc_telemetry test that referenced deleted telemetry functionality
- Remove remaining telemetry environment variable settings from dragon and pals tests
- Update line formatting for better lint compliance
- All originally failing tests now pass
@al-rigazzi al-rigazzi changed the title Drop telemetry Remove telemetry, SmartDashboard, and indirect entrypoint functionality Jul 28, 2025
- Enhanced symlink_output_files to auto-create parent directories
- Fixed path handling for entities with sub-entities (Orchestrator/Ensemble)
- Ensured all tests use proper test directories instead of repo root
- Removed unused CONFIG imports
- All tests now pass without creating lingering files in repo root
- Remove MockSink class and mock_sink fixture
- Remove mock_con, mock_mem, mock_redis, and mock_entity fixtures
- Remove MockCollectorEntityFunc protocol
- Clean up unused imports (asyncio, DragonLauncher, JobEntity)
- Improves pylint score from 9.56 to 9.67
- Remove LaunchedManifest, _LaunchedManifestMetadata, and LaunchedManifestBuilder classes
- Simplify serialize.py by removing orphaned telemetry functions (80% reduction)
- Update controller.py to remove LaunchedManifest dependencies and phantom method call
- Clean up all test files to remove LaunchedManifest references
- Delete tests/test_serialize.py as it only tested removed functionality
- Maintain core Manifest class functionality for entity organization
- Achieve 10.00/10 linting score across all modified files
- Restore missing _save_orchestrator() call in _launch_orchestrator_simple()
- This was accidentally removed during LaunchedManifest cleanup
- Fixes test_dbnode.py::test_hosts which requires checkpoint file for reconnection
- Maintains 10.00/10 linting score
- Restore missing _jobs.set_db_hosts(orchestrator) call in _launch_orchestrator_simple()
- This was accidentally removed during LaunchedManifest cleanup
- Fixes IndexError in db_is_active() where hosts list was empty
- Resolves backend ML model test failures (test_dbmodel.py, test_dbscript.py)
- Database addresses now properly populated for entity launches
- Maintains 10.00/10 linting score
- Add timestamp-based unique metadata directories for each launch
- Import get_ts_ms helper function from utils.helpers
- Modify ensemble and model metadata directory paths to include launch timestamp
- Ensures each experiment launch gets unique metadata directories
- Fixes test_output_files.py::test_mutated_model_output
- Prevents output file overwrites when same model is run multiple times
- Historical output files now properly preserved across multiple runs
- Maintains 10.00/10 linting score
- Move TStepLaunchMetaData type definition from serialize.py to controller_utils.py
- Remove unused smartsim/_core/utils/serialize.py file entirely
- Add pathlib.Path import to controller_utils.py for type definition
- Remove TYPE_CHECKING import that was only used for the moved type
- Complete final cleanup of telemetry-related serialization code
- All functionality preserved and tests still pass
@al-rigazzi al-rigazzi requested a review from MattToast August 19, 2025 15:30
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Couple of nits on tests and such, but otherwise looks about ready to go on my end! Thanks for all thorough clean-up effort!!

@al-rigazzi al-rigazzi requested review from MattToast and removed request for MattToast August 27, 2025 08:32
@al-rigazzi al-rigazzi requested a review from MattToast December 1, 2025 14:20
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Couple of small nits in the test suite, but nothing that I'm willing to hold this PR up over (I've already held it up to long lol 😅)


entity_path = tmp_path / "workdir"
entity_path.mkdir()
entity = type("Entity", (), {"name": "sample", "path": str(entity_path)})
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Quick sanity check here: This is creating a new type Entity equivalent to

class Entity:
    name = "sample"          # <- Note: this is a class level var
    path = str(entity_path)  # <-       ditto here

entity = Entity  # <- `entity` is now an alias for the _type_ `Entity`

so isintance(entity, type) == True and isinstance(e(), object) == True != isinstance(e(), type)

is this intended or did you mean something like this:

@dataclasses.dataclass  # <- decorator to make class level vars instance vars
class Entity:
    name: str = "sample"
    path: str = str(entity_path)

entity = Entity()  # <- `entity` now an instance of `Entity`

? Technically this doesn't really matter as we only expect one instance of this class, but I'm not gonna give you a review without being overly pedantic 😅


def test_experiment_creates_correct_metadata_directory_structure_model_only(self):
"""Test that launching only models creates the correct directory structure"""
with tempfile.TemporaryDirectory() as temp_dir:
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Minor nit: Should this be using the test_dir fixture just so that artifacts are left over in the event of a failure for manual inspection?

from smartsim.settings import RunSettings


class TestMetadataDirectoryIntegration:
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Minor nit: If there is no shared stand-up/tear-down logic in this test class, can we make all of these tests top level functions, just to match the style of the rest of the test suite?

self,
):
"""Test that launching only ensembles creates the correct directory structure"""
with tempfile.TemporaryDirectory() as temp_dir:
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ditto: test_dir fixture ask here

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applies for remaining tests in this class/file as well

Comment on lines 82 to 84
# Start and wait for completion
exp.start(ensemble, block=False)
exp.poll(interval=1)
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Style nit: equivalent to exp.start(ensemble, block=True)? Any reason for the separation?

Comment on lines 268 to 269

exp.stop(model)
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Style nit: model is polled for earlier in this test, in theory this line is redundant

Suggested change
exp.stop(model)

Comment on lines 265 to 267
if model_dir.exists():
assert model_dir.is_dir()
assert model_dir.stat().st_mode & 0o700
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If this model.exisits() condition is not met, I would argue that something has gone wrong. Thoughts on changing it to an assert instead?

Suggested change
if model_dir.exists():
assert model_dir.is_dir()
assert model_dir.stat().st_mode & 0o700
aseert model_dir.exists()
assert model_dir.is_dir()
assert model_dir.stat().st_mode & 0o700

for d in metadata_dir.iterdir()
if d.is_dir() and d.name.startswith("run_")
]
if run_dirs:
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Similar argument here, if the run_dirs is empty, I argue the test failed. Thoughts on making this an assert as well?

assert len(run_dirs) == 1, "Incorrect number of run dirs created"
# TODO: Dedent everything in this `if` block

Comment on lines 67 to 89
if entity.type == Ensemble:
for member in ens.models:
for member in entity.models:
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Not you're change, but this must have gotten past a different review. In theory entity.type should always return a str, meaning this block is unreachable. Do you think this should read

if entity.type == "Ensemble":
    ...

or

if isinstance(entity, Ensemble):
    ...

instead??

Comment on lines +52 to +64
@pytest.fixture
def model_entity():
return Model("test_model", params={}, path="", run_settings=rs)


@pytest.fixture
def ensemble_entity():
return Ensemble("ens", params={}, run_settings=rs, batch_settings=bs, replicas=3)


@pytest.fixture
def orchestrator_entity():
return Orchestrator(db_nodes=3, batch=True, launcher="slurm", run_command="srun")
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LOVELY!! Thank you for adding!!

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Labels

API break Issues that include incompatible API changes area: api Issues related to API changes area: generation Issues related to Experiment file generation area: telemetry monitor Issues related to telemetry monitor area: telemetry Issues related to dashboard telemetry repo: smartsim Issues related to SmartSim infrastructure library type: refactor Issues focused on refactoring existing code

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