Trainer delay sine

.github/ISSUE_TEMPLATE/bug_report.md

@@ -0,0 +1,33 @@
+---
+name: Bug report
+about: Create a report to help us improve
+title: "[BUG]"
+labels: ''
+assignees: ''
+
+---
+
+**Describe the bug**
+A clear and concise description of what the bug is.
+
+**To Reproduce**
+Steps to reproduce the behavior:
+1. Go to '...'
+2. Click on '....'
+3. Scroll down to '....'
+4. See error
+
+**Expected behavior**
+A clear and concise description of what you expected to happen.
+
+**Screenshots**
+If applicable, add screenshots to help explain your problem.
+
+**Desktop (please complete the following information):**
+ - OS: [e.g. Linux]
+ - Distribution: [e.g. Ubuntu]
+ - Kernel Version: [e.g. 4.15.0-54]
+ - Software Version or Commit Hash: [e.g. 0.1.0 or 1c1ed5eb10c2070f2497a7c1cf512a25675a5263]
+
+**Additional context**
+Add any other context about the problem here.

.github/ISSUE_TEMPLATE/feature_request.md

@@ -0,0 +1,20 @@
+---
+name: Feature request
+about: Suggest an idea for this project
+title: '[Feature]'
+labels: ''
+assignees: ''
+
+---
+
+**Is your feature request related to a problem? Please describe.**
+A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
+
+**Describe the solution you'd like**
+A clear and concise description of what you want to happen.
+
+**Describe alternatives you've considered**
+A clear and concise description of any alternative solutions or features you've considered.
+
+**Additional context**
+Add any other context or screenshots about the feature request here.

.github/dependabot.yml

@@ -0,0 +1,12 @@
+version: 2
+updates:
+- package-ecosystem: "gomod"
+  directory: "/"
+  schedule:
+    interval: "daily"
+  open-pull-requests-limit: 10
+- package-ecosystem: "github-actions"
+  directory: "/"
+  schedule:
+    interval: "daily"
+  open-pull-requests-limit: 10

.github/settings.yml

@@ -0,0 +1,75 @@
+repository:
+  # See https://developer.github.com/v3/repos/#edit for all available settings.
+
+  # The name of the repository. Changing this will rename the repository
+  name: flame
+
+  # A short description of the repository that will show up on GitHub
+  description: flame is a federated learning system for edge with flexibility and scalability at the core of its design.
+
+  # A URL with more information about the repository
+  homepage: https://www.portshift.io/blog/kubernetes-runtime-vulnerabilities-scanner-launch/
+
+  # Updates the default branch for this repository.
+  default_branch: main
+
+  # Either `true` to enable automated security fixes, or `false` to disable
+  # automated security fixes.
+  enable_automated_security_fixes: true
+
+  # Either `true` to enable vulnerability alerts, or `false` to disable
+  # vulnerability alerts.
+  enable_vulnerability_alerts: true
+
+# See https://docs.github.com/en/rest/reference/teams#add-or-update-team-repository-permissions for available options
+teams:
+  - name: flame-admins
+    # The permission to grant the team. Can be one of:
+    # * `pull` - can pull, but not push to or administer this repository.
+    # * `push` - can pull and push, but not administer this repository.
+    # * `admin` - can pull, push and administer this repository.
+    # * `maintain` - Recommended for project managers who need to manage the repository without access to sensitive or destructive actions.
+    permission: admin
+
+  - name: flame-maintainers
+    permission: maintain
+
+  - name: flame
+    permission: triage
+
+# Collaborators: give specific users access to this repository.
+# See https://docs.github.com/en/rest/reference/collaborators for available options
+collaborators: []
+
+branches:
+  - name: main
+    # https://docs.github.com/en/rest/reference/repos#update-branch-protection
+    # Branch Protection settings. Set to null to disable
+    protection:
+      # Required. Require at least one approving review on a pull request, before merging. Set to null to disable.
+      required_pull_request_reviews:
+        # The number of approvals required. (1-6)
+        required_approving_review_count: 1
+        # Dismiss approved reviews automatically when a new commit is pushed.
+        dismiss_stale_reviews: true
+        # Blocks merge until code owners have reviewed.
+        require_code_owner_reviews: true
+        # Specify which users and teams can dismiss pull request reviews. Pass an empty dismissal_restrictions object to disable. User and team dismissal_restrictions are only available for organization-owned repositories. Omit this parameter for personal repositories.
+        dismissal_restrictions:
+          users: []
+          teams: []
+      # Required. Require status checks to pass before merging. Set to null to disable
+      required_status_checks:
+        # Required. Require branches to be up to date before merging.
+        strict: true
+        # Required. The list of status checks to require in order to merge into this branch
+        contexts: []
+      # Required. Enforce all configured restrictions for administrators. Set to true to enforce required status checks for repository administrators. Set to null to disable.
+      enforce_admins: true
+      # Prevent merge commits from being pushed to matching branches
+      required_linear_history: true
+      # Required. Restrict who can push to this branch. Team and user restrictions are only available for organization-owned repositories. Set to null to disable.
+      restrictions:
+        apps: []
+        users: []
+        teams: []

.github/workflows/presubmits.yml

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+name: Presubmits
+
+on:
+  push:
+    branches: [ main ]
+  pull_request:
+    branches: [ main ]
+
+permissions:
+  contents: read
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - name: Harden Runner
+      uses: step-security/harden-runner@f086349bfa2bd1361f7909c78558e816508cdc10 # v1
+      with:
+        egress-policy: audit # TODO: change to 'egress-policy: block' after couple of runs
+
+    - uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v2
+
+    - name: Set up Go
+      uses: actions/setup-go@cdcb36043654635271a94b9a6d1392de5bb323a7 # v3.0.0
+      with:
+        go-version: 1.22.x
+
+    - name: Build
+      run: go build -v ./...
+
+  test:
+    runs-on: ubuntu-latest
+    steps:
+    - name: Harden Runner
+      uses: step-security/harden-runner@f086349bfa2bd1361f7909c78558e816508cdc10 # v1
+      with:
+        egress-policy: audit # TODO: change to 'egress-policy: block' after couple of runs
+
+    - uses: actions/checkout@a5ac7e51b41094c92402da3b24376905380afc29 # v2
+
+    - name: Set up Go
+      uses: actions/setup-go@cdcb36043654635271a94b9a6d1392de5bb323a7 # v3.0.0
+      with:
+        go-version: 1.22.x
+
+    - name: Start MongoDB
+      uses: supercharge/mongodb-github-action@1.11.0
+
+    - name: Test
+      run: go test -v -race -covermode=atomic -coverprofile=coverage.out ./...
+    - name: Upload codecoverage
+      uses: codecov/codecov-action@125fc84a9a348dbcf27191600683ec096ec9021c # 2.1.0
+      with:
+        files: ./coverage.out
+        verbose: true
+
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+    - name: Harden Runner
+      uses: step-security/harden-runner@f086349bfa2bd1361f7909c78558e816508cdc10 # v1
+      with:
+        egress-policy: audit # TODO: change to 'egress-policy: block' after couple of runs
+
+    - uses: actions/checkout@v4
+
+    - name: Set up Go
+      uses: actions/setup-go@v5
+      with:
+        go-version: 1.22.x
+
+    - name: golangci-lint
+      uses: golangci/golangci-lint-action@v6
+      with:
+        version: v1.58

.github/workflows/publish.yml.old

@@ -0,0 +1,45 @@
+name: Publish
+
+on:
+  release:
+    types: [published]
+
+permissions:
+  contents: read
+
+jobs:
+
+  build-and-push:
+    runs-on: ubuntu-latest
+    steps:
+      -
+        name: Checkout
+        uses: actions/checkout@v3
+      -
+        name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+
+      -
+        name: Login to Docker Hub
+        uses: docker/login-action@v2
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+      - name: Extract metadata (tags, labels) for Docker
+        id: meta
+        uses: docker/metadata-action@57396166ad8aefe6098280995947635806a0e6ea
+        with:
+          images: ciscoresearch/flame
+
+      -
+        name: Build and push
+        uses: docker/build-push-action@v3
+        with:
+          context: .
+          file: build/Dockerfile
+          platforms: linux/amd64
+          push: true
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
+

.github/workflows/scorecard.yml

@@ -0,0 +1,29 @@
+name: scorecard
+
+on:
+  push:
+    branches:
+      # Run on pushes to default branch
+      - main
+  schedule:
+    # Run weekly on Saturdays
+    - cron: "30 1 * * 6"
+  # Run when branch protection rules change
+  branch_protection_rule:
+  # Run the workflow manually
+  workflow_dispatch:
+
+# Declare default permissions as read-only
+permissions: read-all
+
+jobs:
+  run-scorecard:
+    # Call reusable workflow file
+    uses: cisco-ospo/.github/.github/workflows/_scorecard.yml@main
+    permissions:
+      id-token: write
+      security-events: write
+    secrets: inherit
+    with:
+      # Publish results of Scorecard analysis
+      publish-results: true

.gitignore

@@ -2,6 +2,15 @@
 .DS_Store
 .idea
 
+# VS code files
+.vscode
+
+# log files
+.txt
+
+# Third party
+*/third_party/*
+
 # Binaries for programs and plugins
 *.exe
 *.exe~
@@ -38,4 +47,66 @@ yapf*.py
 *.bak
 
 # fiab related
+mlruns
 mongodata
+postgresdata
+
+# openapi folder generated by openapi.sh
+scripts/openapi
+
+# helm dependencies
+charts
+requirements.lock
+
+# React dependencies
+node_modules
+
+# FedScale Dataset
+third_party/benchmark/dataset/data/
+
+# Torchvision built-in datasets
+lib/python/examples/**/data/
+
+# Object and binary from SPRIGHT
+third_party/spright_utility/**/*.o
+third_party/spright_utility/**/*.d
+third_party/spright_utility/bin/
+
+# ignore dataset and wandb generated files
+*/data/*
+*wandb
+fednlp_data*
+cache_dir
+
+scripts/logs/*
+scripts/plotters/output/*
+scripts/plotters/plots/*
+scripts/plotters/old_output/*
+scripts/plotters/old_plots/*
+
+# Files on server to ignore
+src/*
+lib/python/examples/fwdllm/expts/run_tc_expts/log/
+requirements_cifar_no_versions.txt
+lib/python/examples/fwdllm/expts/run_tc_expts/mpi_host_file
+scripts/logs/*
+scripts/plotters/output/*
+scripts/plotters/plots/*
+scripts/plotters/old_output/*
+scripts/plotters/old_plots/*
+
+# Local json files (fwdllm) - populated with $USER - do not commit
+/tmp_expanded_configs_*
+specs/*
+
+# Experiment run outputs (telemetry / plots / logs) — generated, not source
+lib/python/examples/async_cifar10/experiments/run_*/
+lib/python/examples/async_cifar10/experiments/smoke_*/
+lib/python/examples/fwdllm/experiments/
+lib/python/examples/fwdllm/expt_scripts/smoke_logs/
+# Parity-checker report outputs — generated by scripts/parity_check.py, not source
+lib/python/examples/async_cifar10/experiments/parity_*.json
+lib/python/examples/async_cifar10/parity_*.json
+# Stray trainer log + local Claude Code project dir
+temp_trainer.log
+.claude/