mirror of
https://github.com/MLSysBook/TinyTorch.git
synced 2026-07-16 18:42:40 -05:00
a13b4f7244
Paper improvements: - Add differentiated time estimates (60-80h experienced, 100-120h typical, 140-180h struggling) - Moderate cognitive load claims with hedging language and empirical validation notes - Add ML Systems Research subsection with citations (Baydin AD survey, Chen gradient checkpointing, TVM, FlashAttention) - Add comprehensive Threats to Validity section (selection bias, single institution, demand characteristics, no control group, maturation, assessment validity) - Define jargon (monkey-patching) at first use with clear explanation Documentation updates: - Restructure TITO CLI docs into dedicated section (overview, modules, milestones, data, troubleshooting) - Update student workflow guide and quickstart guide - Remove deprecated files (testing-framework.md, tito-essentials.md) - Update module template and testing architecture docs Repository cleanup: - Remove temporary review files (ADDITIONAL_REVIEWS.md, EDTECH_OPENSOURCE_REVIEWS.md, TA_STRUGGLING_STUDENT_REVIEWS.md, etc.) - Remove temporary development planning docs - Update demo GIFs and configurations
572 lines
24 KiB
Python
572 lines
24 KiB
Python
"""
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Status command for TinyTorch CLI: checks status of all modules in modules/ directory.
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Supports both basic status checking and comprehensive system analysis.
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"""
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import subprocess
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import sys
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import yaml
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import re
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import time
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from argparse import ArgumentParser, Namespace
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from pathlib import Path
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from rich.panel import Panel
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from rich.table import Table
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from rich.text import Text
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from typing import Union, Dict, Any, Optional
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from .base import BaseCommand
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from ..core.status_analyzer import TinyTorchStatusAnalyzer
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class StatusCommand(BaseCommand):
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@property
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def name(self) -> str:
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return "status"
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@property
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def description(self) -> str:
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return "Check status of all modules"
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def add_arguments(self, parser: ArgumentParser) -> None:
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parser.add_argument("--progress", action="store_true", help="Show user progress (modules + milestones) - DEFAULT")
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parser.add_argument("--files", action="store_true", help="Show file structure and module status")
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parser.add_argument("--details", action="store_true", help="Show detailed file structure")
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parser.add_argument("--metadata", action="store_true", help="Show module metadata information")
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parser.add_argument("--test-status", action="store_true", help="Include test execution status (slower)")
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parser.add_argument("--comprehensive", action="store_true", help="Run comprehensive system health dashboard (environment + compliance + testing)")
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def _get_export_target(self, module_path: Path) -> str:
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"""
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Read the actual export target from the dev file's #| default_exp directive.
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Same logic as the export command.
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"""
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# Extract short name from module directory name for dev file
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module_name = module_path.name
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if module_name.startswith(tuple(f"{i:02d}_" for i in range(100))):
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short_name = module_name[3:] # Remove "00_" prefix
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else:
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short_name = module_name
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dev_file = module_path / f"{short_name}.py"
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if not dev_file.exists():
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return "not_found"
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try:
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with open(dev_file, 'r', encoding='utf-8') as f:
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content = f.read()
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# Look for #| default_exp directive
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match = re.search(r'#\|\s*default_exp\s+([^\n\r]+)', content)
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if match:
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return match.group(1).strip()
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return "no_export"
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except Exception:
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return "read_error"
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def _count_test_functions(self, dev_file: Path) -> int:
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"""Count the number of test functions in a dev file."""
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try:
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with open(dev_file, 'r', encoding='utf-8') as f:
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content = f.read()
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# Count lines that start with "def test_"
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lines = content.split('\n')
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test_functions = [line for line in lines if line.strip().startswith('def test_')]
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return len(test_functions)
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except Exception:
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return 0
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def _count_export_functions(self, dev_file: Path) -> int:
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"""Count the number of exported functions/classes in a dev file."""
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try:
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with open(dev_file, 'r', encoding='utf-8') as f:
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content = f.read()
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# Count lines that have #| export directive
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lines = content.split('\n')
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export_lines = [line for line in lines if line.strip().startswith('#| export')]
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return len(export_lines)
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except Exception:
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return 0
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def run(self, args: Namespace) -> int:
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console = self.console
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# Handle comprehensive analysis mode
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if args.comprehensive:
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return self._run_comprehensive_analysis()
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# Handle progress view (default if no flags, or --progress)
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if not args.files and not args.details and not args.metadata and not args.test_status:
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return self._run_progress_view()
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if args.progress:
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return self._run_progress_view()
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# Standard file status check mode
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return self._run_standard_status(args)
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def _run_progress_view(self) -> int:
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"""Show unified user progress view (modules + milestones)."""
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console = self.console
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import json
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from datetime import datetime
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# Load progress data
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progress_file = Path(".tito") / "progress.json"
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milestones_file = Path(".tito") / "milestones.json"
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# Load module progress
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if progress_file.exists():
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progress_data = json.loads(progress_file.read_text())
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completed_modules = progress_data.get("completed_modules", [])
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completion_dates = progress_data.get("completion_dates", {})
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else:
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completed_modules = []
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completion_dates = {}
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# Load milestone achievements
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if milestones_file.exists():
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milestones_data = json.loads(milestones_file.read_text())
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completed_milestones = milestones_data.get("completed_milestones", [])
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milestone_dates = milestones_data.get("completion_dates", {})
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else:
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completed_milestones = []
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milestone_dates = {}
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# Calculate progress percentages
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total_modules = 20
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total_milestones = 6
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modules_percent = int((len(completed_modules) / total_modules) * 100)
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milestones_percent = int((len(completed_milestones) / total_milestones) * 100)
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# Create summary panel
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summary_text = Text()
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summary_text.append(f"📦 Modules Completed: ", style="bold")
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summary_text.append(f"{len(completed_modules)}/{total_modules} ({modules_percent}%)\n", style="cyan")
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summary_text.append(f"🏆 Milestones Achieved: ", style="bold")
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summary_text.append(f"{len(completed_milestones)}/{total_milestones} ({milestones_percent}%)\n\n", style="magenta")
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# Last activity
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all_dates = list(completion_dates.values()) + list(milestone_dates.values())
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if all_dates:
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latest_date = max(all_dates)
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summary_text.append("📍 Last Activity: ", style="bold")
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summary_text.append(f"{latest_date}\n", style="dim")
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console.print(Panel(
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summary_text,
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title="📊 TinyTorch Progress",
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border_style="bright_cyan"
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))
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# Module Progress Table
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if completed_modules:
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console.print("\n[bold]Module Progress:[/bold]")
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for i in range(1, total_modules + 1):
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mod_num = i
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if mod_num in completed_modules:
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module_name = self._get_module_name(mod_num)
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console.print(f" [green]✅ {mod_num:02d} {module_name}[/green]")
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elif i <= len(completed_modules) + 3: # Show next few modules
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module_name = self._get_module_name(mod_num)
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console.print(f" [dim]🔒 {mod_num:02d} {module_name}[/dim]")
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# Milestone Achievements
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if completed_milestones or (completed_modules and len(completed_modules) >= 1):
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console.print("\n[bold]Milestone Achievements:[/bold]")
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milestone_names = {
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"01": "Perceptron (1957)",
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"02": "Backpropagation (1986)",
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"03": "MLP Revival (1986)",
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"04": "CNN Revolution (1998)",
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"05": "Transformer Era (2017)",
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"06": "MLPerf (2018)"
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}
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for mid in ["01", "02", "03", "04", "05", "06"]:
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if mid in completed_milestones:
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console.print(f" [magenta]✅ {mid} - {milestone_names[mid]}[/magenta]")
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else:
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# Check if ready
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prereqs_met = self._check_milestone_prereqs(mid, completed_modules)
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if prereqs_met:
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console.print(f" [yellow]🎯 {mid} - {milestone_names[mid]} [Ready!][/yellow]")
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else:
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console.print(f" [dim]🔒 {mid} - {milestone_names[mid]}[/dim]")
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console.print()
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return 0
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def _get_module_name(self, module_num: int) -> str:
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"""Get module name from number."""
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module_names = {
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1: "Tensor", 2: "Activations", 3: "Layers", 4: "Losses",
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5: "Autograd", 6: "Optimizers", 7: "Training", 8: "DataLoader",
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9: "Convolutions", 10: "Normalization", 11: "Tokenization",
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12: "Embeddings", 13: "Attention", 14: "Transformers",
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15: "Profiling", 16: "Quantization", 17: "Compression",
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18: "Memoization", 19: "Benchmarking", 20: "Capstone"
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}
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return module_names.get(module_num, "Unknown")
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def _check_milestone_prereqs(self, milestone_id: str, completed_modules: list) -> bool:
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"""Check if milestone prerequisites are met."""
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prereqs = {
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"01": [1],
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"02": [1, 2, 3, 4, 5],
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"03": [1, 2, 3, 4, 5, 6, 7],
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"04": [1, 2, 3, 4, 5, 6, 7, 8, 9],
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"05": [1, 2, 3, 4, 5, 6, 7, 11, 12, 13, 14],
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"06": [1, 2, 3, 4, 5, 6, 7, 8, 9, 15, 16, 19]
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}
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required = prereqs.get(milestone_id, [])
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return all(mod in completed_modules for mod in required)
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def _run_comprehensive_analysis(self) -> int:
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"""Run comprehensive system health dashboard."""
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console = self.console
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start_time = time.time()
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console.print("🚀 Starting TinyTorch Comprehensive Status Check...", style="bold green")
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# Initialize analyzer
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analyzer = TinyTorchStatusAnalyzer()
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# Run full analysis
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result = analyzer.run_full_analysis()
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# Generate comprehensive report
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analyzer.generate_comprehensive_report(console)
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# Summary
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total_time = time.time() - start_time
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console.print(f"\n⏱️ Comprehensive analysis completed in {total_time:.1f}s", style="dim")
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# Return appropriate exit code
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if result['summary']['environment_healthy'] and result['summary']['working_modules'] >= result['summary']['total_modules'] * 0.8:
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return 0 # Success
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else:
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return 1 # Issues found
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def _run_standard_status(self, args: Namespace) -> int:
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"""Run standard status check mode."""
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console = self.console
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# Scan modules directory
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modules_dir = Path("modules")
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if not modules_dir.exists():
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console.print(Panel("[red]❌ modules/ directory not found[/red]",
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title="Error", border_style="red"))
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return 1
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# Find all module directories (exclude special directories)
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exclude_dirs = {'.quarto', '__pycache__', '.git', '.pytest_cache'}
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module_dirs = [d for d in modules_dir.iterdir()
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if d.is_dir() and d.name not in exclude_dirs]
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if not module_dirs:
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console.print(Panel("[yellow]⚠️ No modules found in modules/ directory[/yellow]",
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title="Warning", border_style="yellow"))
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return 0
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console.print(Panel(f"📋 Found {len(module_dirs)} modules in modules directory",
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title="Module Status Check", border_style="bright_cyan"))
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# Create status table
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status_table = Table(title="Module Status Overview", show_header=True, header_style="bold blue")
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status_table.add_column("Module", style="bold cyan", width=17)
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status_table.add_column("Status", width=12, justify="center")
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status_table.add_column("Dev File", width=12, justify="center")
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status_table.add_column("Inline Tests", width=12, justify="center")
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status_table.add_column("External Tests", width=12, justify="center")
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status_table.add_column("README", width=12, justify="center")
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if args.metadata:
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status_table.add_column("Export Target", width=20, justify="center")
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status_table.add_column("Prerequisites", width=15, justify="center")
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# Check each module
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modules_status = []
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for module_dir in sorted(module_dirs):
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module_name = module_dir.name
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status = self._check_module_status(module_dir, args.test_status)
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modules_status.append((module_name, status))
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# Add to table
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row = [
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module_name,
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self._format_status(status['overall_status']),
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self._format_file_status(status['dev_file'], status.get('export_count', 0)),
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self._format_inline_tests(status['inline_test_count']),
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self._format_external_tests(status['external_tests'], status.get('external_test_status')),
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"✅" if status['readme'] else "❌"
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]
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# Add metadata columns if requested
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if args.metadata:
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metadata = status.get('metadata', {})
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export_target = status.get('export_target', 'unknown')
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row.append(export_target if export_target not in ['not_found', 'no_export', 'read_error'] else export_target)
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# Show prerequisites from dependencies
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deps = metadata.get('dependencies', {})
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prereqs = deps.get('prerequisites', [])
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row.append(', '.join(prereqs) if prereqs else 'none')
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status_table.add_row(*row)
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console.print(status_table)
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# Summary with better logic
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total_modules = len(modules_status)
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# A module is "working" if it has a dev file with implementations
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working_modules = sum(1 for _, status in modules_status
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if status['dev_file'] and status.get('export_count', 0) > 0)
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# A module is "complete" if it has everything
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complete_modules = sum(1 for _, status in modules_status
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if status['dev_file'] and status['external_tests'] and status['readme'] and status.get('export_count', 0) > 0)
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console.print(f"\n📊 Summary:")
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console.print(f" 🏗️ Working modules: {working_modules}/{total_modules} (have implementations)")
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console.print(f" ✅ Complete modules: {complete_modules}/{total_modules} (have implementations, tests, docs)")
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# Helpful commands
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console.print(f"\n💡 Quick commands:")
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console.print(f" [bold cyan]tito status --comprehensive[/bold cyan] # Full system health dashboard")
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console.print(f" [bold cyan]tito module test --all[/bold cyan] # Test all modules")
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console.print(f" [bold cyan]tito module test MODULE_NAME[/bold cyan] # Test specific module")
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console.print(f" [bold cyan]pytest modules/*/ -k test_[/bold cyan] # Run pytest on inline tests")
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console.print(f" [bold cyan]pytest tests/test_*.py[/bold cyan] # Run external tests")
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# Detailed view
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if args.details:
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console.print("\n" + "="*60)
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console.print("📁 Detailed Module Structure")
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console.print("="*60)
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for module_name, status in modules_status:
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self._print_module_details(module_name, status)
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# Metadata view
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if args.metadata:
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console.print("\n" + "="*60)
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console.print("📊 Module Metadata")
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console.print("="*60)
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for module_name, status in modules_status:
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if status.get('metadata'):
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self._print_module_metadata(module_name, status['metadata'])
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return 0
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def _check_module_status(self, module_dir: Path, check_tests: bool = False) -> dict:
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"""Check the status of a single module."""
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module_name = module_dir.name
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# Check for required files
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# Extract short name from module directory name for dev file
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if module_name.startswith(tuple(f"{i:02d}_" for i in range(100))):
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short_name = module_name[3:] # Remove "00_" prefix
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else:
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short_name = module_name
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dev_file = module_dir / f"{short_name}.py"
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readme_file = module_dir / "README.md"
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metadata_file = module_dir / "module.yaml"
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# Check for tests in main tests directory
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# Extract short name from module directory name (e.g., "01_tensor" -> "tensor")
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if module_name.startswith(tuple(f"{i:02d}_" for i in range(100))):
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short_name = module_name[3:] # Remove "00_" prefix
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else:
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short_name = module_name
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main_test_file = Path("tests") / f"test_{short_name}.py"
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status = {
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'dev_file': dev_file.exists(),
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'readme': readme_file.exists(),
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'metadata_file': metadata_file.exists(),
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'external_tests': main_test_file.exists(),
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'inline_test_count': 0,
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'export_count': 0,
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'export_target': 'not_found',
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'external_test_status': None,
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'overall_status': 'unknown',
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'metadata': None
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}
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# Count inline tests and exports if dev file exists
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if dev_file.exists():
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status['inline_test_count'] = self._count_test_functions(dev_file)
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status['export_count'] = self._count_export_functions(dev_file)
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status['export_target'] = self._get_export_target(module_dir)
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# Run external tests if requested (slower)
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if check_tests and main_test_file.exists():
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status['external_test_status'] = self._check_external_tests(main_test_file)
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# Determine overall status
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status['overall_status'] = self._determine_overall_status(status)
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# Load metadata if available
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if metadata_file.exists():
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try:
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with open(metadata_file, 'r') as f:
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metadata = yaml.safe_load(f)
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status['metadata'] = metadata
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except Exception as e:
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status['metadata'] = {'error': str(e)}
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return status
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def _determine_overall_status(self, status: dict) -> str:
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"""Determine overall module status based on files and implementation."""
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# If no dev file, module is not started
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if not status['dev_file']:
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return 'not_started'
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# If dev file exists but no implementations, module is empty
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if status.get('export_count', 0) == 0:
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return 'empty'
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# If has implementations but no tests, module is in progress
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if status.get('inline_test_count', 0) == 0 and not status.get('external_tests', False):
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return 'no_tests'
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# If has implementations and tests, module is working
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if status.get('export_count', 0) > 0 and (status.get('inline_test_count', 0) > 0 or status.get('external_tests', False)):
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return 'working'
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return 'unknown'
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def _check_external_tests(self, test_file: Path) -> str:
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"""Check if external tests pass (used only when --test-status is specified)."""
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try:
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result = subprocess.run(
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[sys.executable, "-m", "pytest", str(test_file), "-q", "--tb=no"],
|
|
capture_output=True,
|
|
text=True,
|
|
timeout=30
|
|
)
|
|
|
|
if result.returncode == 0:
|
|
return 'passing'
|
|
else:
|
|
return 'failing'
|
|
|
|
except (subprocess.TimeoutExpired, FileNotFoundError):
|
|
return 'error'
|
|
|
|
def _format_status(self, status: str) -> str:
|
|
"""Format overall module status with appropriate emoji and color."""
|
|
status_map = {
|
|
'working': '✅', # Has implementations and tests
|
|
'no_tests': '🚧', # Has implementations but no tests
|
|
'empty': '📝', # Has dev file but no implementations
|
|
'not_started': '❌', # No dev file
|
|
'unknown': '❓'
|
|
}
|
|
return status_map.get(status, '❓')
|
|
|
|
def _format_file_status(self, exists: bool, export_count: int) -> str:
|
|
"""Format dev file status showing if it has implementations."""
|
|
if not exists:
|
|
return "❌"
|
|
if export_count == 0:
|
|
return "📝" # File exists but empty
|
|
return f"✅({export_count})" # File exists with implementations
|
|
|
|
def _format_inline_tests(self, test_count: int) -> str:
|
|
"""Format inline test count."""
|
|
if test_count == 0:
|
|
return "❌"
|
|
return f"✅({test_count})"
|
|
|
|
def _format_external_tests(self, exists: bool, test_status: Optional[str] = None) -> str:
|
|
"""Format external test status."""
|
|
if not exists:
|
|
return "❌"
|
|
if test_status == 'passing':
|
|
return "✅"
|
|
elif test_status == 'failing':
|
|
return "🔴"
|
|
elif test_status == 'error':
|
|
return "⚠️"
|
|
else:
|
|
return "✅" # Exists but not tested
|
|
|
|
def _print_module_details(self, module_name: str, status: dict) -> None:
|
|
"""Print detailed information about a module."""
|
|
console = self.console
|
|
|
|
# Module header
|
|
console.print(f"\n📦 {module_name.upper()}", style="bold cyan")
|
|
console.print("-" * 40)
|
|
|
|
# File structure
|
|
files_table = Table(show_header=False, box=None, padding=(0, 2))
|
|
files_table.add_column("File", style="dim")
|
|
files_table.add_column("Status")
|
|
|
|
dev_status = "✅ Found" if status['dev_file'] else "❌ Missing"
|
|
if status['dev_file']:
|
|
dev_status += f" ({status.get('export_count', 0)} exports, {status.get('inline_test_count', 0)} inline tests)"
|
|
|
|
files_table.add_row(f"{module_name}.py", dev_status)
|
|
files_table.add_row("tests/test_*.py", "✅ Found" if status['external_tests'] else "❌ Missing")
|
|
files_table.add_row("README.md", "✅ Found" if status['readme'] else "❌ Missing")
|
|
|
|
console.print(files_table)
|
|
|
|
# Pytest commands
|
|
if status['dev_file'] or status['external_tests']:
|
|
console.print("\n[dim]💡 Test commands:[/dim]")
|
|
if status['dev_file']:
|
|
console.print(f"[dim] pytest modules/{module_name}/{module_name}.py -k test_[/dim]")
|
|
if status['external_tests']:
|
|
short_name = module_name[3:] if module_name.startswith(tuple(f"{i:02d}_" for i in range(100))) else module_name
|
|
console.print(f"[dim] pytest tests/test_{short_name}.py -v[/dim]")
|
|
|
|
def _print_module_metadata(self, module_name: str, metadata: dict) -> None:
|
|
"""Print detailed metadata information about a module."""
|
|
console = self.console
|
|
|
|
# Module header
|
|
title = metadata.get('title', module_name.title())
|
|
console.print(f"\n📦 {title}", style="bold cyan")
|
|
console.print("-" * (len(title) + 4))
|
|
|
|
# Basic info
|
|
if metadata.get('description'):
|
|
console.print(f"📝 {metadata['description']}")
|
|
|
|
# Export info (read from dev file - source of truth)
|
|
module_path = Path(f"modules/{module_name}")
|
|
export_target = self._get_export_target(module_path)
|
|
if export_target not in ['not_found', 'no_export', 'read_error']:
|
|
console.print(f"📦 Exports to: {export_target}")
|
|
|
|
# Dependencies
|
|
if metadata.get('dependencies'):
|
|
deps = metadata['dependencies']
|
|
console.print("\n🔗 Dependencies:")
|
|
if deps.get('prerequisites'):
|
|
console.print(f" Prerequisites: {', '.join(deps['prerequisites'])}")
|
|
if deps.get('enables'):
|
|
console.print(f" Enables: {', '.join(deps['enables'])}")
|
|
|
|
# Components
|
|
if metadata.get('components'):
|
|
console.print("\n🧩 Components:")
|
|
for component in metadata['components']:
|
|
console.print(f" • {component}")
|
|
|
|
# Files
|
|
if metadata.get('files'):
|
|
files = metadata['files']
|
|
console.print("\n📁 Files:")
|
|
if files.get('dev_file'):
|
|
console.print(f" • Dev: {files['dev_file']}")
|
|
if files.get('test_file'):
|
|
console.print(f" • Test: {files['test_file']}")
|
|
if files.get('readme'):
|
|
console.print(f" • README: {files['readme']}") |