Lars
6c23973c5d
Data Layer: - get_latest_weight_data() - most recent weight with date - get_weight_trend_data() - already existed (PoC) - get_body_composition_data() - already existed (PoC) - get_circumference_summary_data() - already existed (PoC) Placeholder Layer: - get_latest_weight() - refactored to use data layer - get_caliper_summary() - refactored to use get_body_composition_data - get_weight_trend() - already refactored (PoC) - get_latest_bf() - already refactored (PoC) - get_circ_summary() - already refactored (PoC) body_metrics.py now complete with all 4 functions. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
76 lines
2.0 KiB
Python
76 lines
2.0 KiB
Python
"""
|
|
Data Layer - Pure Data Retrieval & Calculation Logic
|
|
|
|
This module provides structured data functions for all metrics.
|
|
NO FORMATTING. NO STRINGS WITH UNITS. Only structured data.
|
|
|
|
Usage:
|
|
from data_layer.body_metrics import get_weight_trend_data
|
|
|
|
data = get_weight_trend_data(profile_id="123", days=28)
|
|
# Returns: {"slope_28d": 0.23, "confidence": "high", ...}
|
|
|
|
Modules:
|
|
- body_metrics: Weight, body fat, lean mass, circumferences
|
|
- nutrition_metrics: Calories, protein, macros, adherence
|
|
- activity_metrics: Training volume, quality, abilities
|
|
- recovery_metrics: Sleep, RHR, HRV, recovery score
|
|
- health_metrics: Blood pressure, VO2Max, health stability
|
|
- goals: Active goals, progress, projections
|
|
- correlations: Lag-analysis, plateau detection
|
|
- utils: Shared functions (confidence, baseline, outliers)
|
|
|
|
Phase 0c: Multi-Layer Architecture
|
|
Version: 1.0
|
|
Created: 2026-03-28
|
|
"""
|
|
|
|
# Core utilities
|
|
from .utils import *
|
|
|
|
# Metric modules
|
|
from .body_metrics import *
|
|
from .nutrition_metrics import *
|
|
from .activity_metrics import *
|
|
from .recovery_metrics import *
|
|
from .health_metrics import *
|
|
|
|
# Future imports (will be added as modules are created):
|
|
# from .goals import *
|
|
# from .correlations import *
|
|
|
|
__all__ = [
|
|
# Utils
|
|
'calculate_confidence',
|
|
'serialize_dates',
|
|
|
|
# Body Metrics
|
|
'get_latest_weight_data',
|
|
'get_weight_trend_data',
|
|
'get_body_composition_data',
|
|
'get_circumference_summary_data',
|
|
|
|
# Nutrition Metrics
|
|
'get_nutrition_average_data',
|
|
'get_nutrition_days_data',
|
|
'get_protein_targets_data',
|
|
'get_energy_balance_data',
|
|
'get_protein_adequacy_data',
|
|
'get_macro_consistency_data',
|
|
|
|
# Activity Metrics
|
|
'get_activity_summary_data',
|
|
'get_activity_detail_data',
|
|
'get_training_type_distribution_data',
|
|
|
|
# Recovery Metrics
|
|
'get_sleep_duration_data',
|
|
'get_sleep_quality_data',
|
|
'get_rest_days_data',
|
|
|
|
# Health Metrics
|
|
'get_resting_heart_rate_data',
|
|
'get_heart_rate_variability_data',
|
|
'get_vo2_max_data',
|
|
]
|