From af81e8d683a475b0cd0e158914296002f76938d8 Mon Sep 17 00:00:00 2001 From: bolade Date: Fri, 21 Nov 2025 10:12:00 +0100 Subject: [PATCH] Progress made --- notebooks/graphs.ipynb | 90 +++++++++++++++++++++--------------------- 1 file changed, 44 insertions(+), 46 deletions(-) diff --git a/notebooks/graphs.ipynb b/notebooks/graphs.ipynb index 5ee1e66..b5b25fa 100644 --- a/notebooks/graphs.ipynb +++ b/notebooks/graphs.ipynb @@ -1572,15 +1572,15 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 24, "id": "f324fe94", "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] }, "metadata": {}, @@ -1605,6 +1605,14 @@ " \"90% of Max Heart Rate\"\n", "]\n", "\n", + "ideal_breath_ranges = [\n", + " \"Ideal Range: 15-20 breaths\",\n", + " \"Ideal Range: 20-25 breaths\",\n", + " \"Ideal Range: 25-30 breaths\",\n", + " \"Ideal Range: 30-35 breaths\",\n", + " \"Ideal Range: 40+ breaths\"\n", + "]\n", + "\n", "# Define the zones for iteration\n", "# Note: zone_3_start is a dictionary (vt1), others are floats\n", "zones_list = [\n", @@ -1625,7 +1633,7 @@ " \"Breathing\": []\n", "}\n", "\n", - "for name, start, end in zones_list:\n", + "for i, (name, start, end) in enumerate(zones_list):\n", " # Filter dataframe for the current zone\n", " mask = (df['HR(bpm)_smoothed'] >= start) & (df['HR(bpm)_smoothed'] <= end)\n", " zone_df = df[mask]\n", @@ -1634,46 +1642,53 @@ " zone_metrics[\"HR BPM\"].append(f\"{int(start)}-{int(end)} bpm\")\n", " \n", " if not zone_df.empty:\n", - " # Speed (assuming column 'Speed' exists)\n", - " # Check unit: if values are small (<10), might be mph or km/h walking.\n", - " # We'll assume the unit in df matches the desired output or label it.\n", - " avg_speed = zone_df['Speed'].mean()\n", - " zone_metrics[\"Speed\"].append(f\"{avg_speed:.1f} mph\") # Labeling as mph based on template\n", + " # Speed (Range)\n", + " min_speed = zone_df['Speed'].min()\n", + " max_speed = zone_df['Speed'].max()\n", + " zone_metrics[\"Speed\"].append(f\"{min_speed:.1f}-{max_speed:.1f} mph\\n2% Incline\")\n", " \n", - " # Pace (min/km or min/mile)\n", - " # Template says \"min/km Pace\".\n", - " # If Speed is mph, convert to km/h first: mph * 1.60934\n", - " speed_kmh = avg_speed * 1.60934\n", - " if speed_kmh > 0:\n", - " pace_min = 60 / speed_kmh\n", - " pace_sec = (pace_min % 1) * 60\n", - " zone_metrics[\"Pace\"].append(f\"{int(pace_min)}:{int(pace_sec):02d} min/km\")\n", + " # Pace (Range)\n", + " # Higher speed = Lower pace value (faster)\n", + " # So min_speed -> max_pace_val, max_speed -> min_pace_val\n", + " \n", + " def speed_to_pace(s_mph):\n", + " if s_mph <= 0: return 0, 0\n", + " s_kmh = s_mph * 1.60934\n", + " p_min = 60 / s_kmh\n", + " p_m = int(p_min)\n", + " p_s = int((p_min % 1) * 60)\n", + " return p_m, p_s\n", + "\n", + " min_pace_m, min_pace_s = speed_to_pace(max_speed) # Fastest speed -> Lowest pace number\n", + " max_pace_m, max_pace_s = speed_to_pace(min_speed) # Slowest speed -> Highest pace number\n", + " \n", + " if min_speed > 0:\n", + " pace_str = f\"{min_pace_m}:{min_pace_s:02d}-{max_pace_m}:{max_pace_s:02d}\\nmin/km Pace\"\n", + " zone_metrics[\"Pace\"].append(pace_str)\n", " else:\n", " zone_metrics[\"Pace\"].append(\"-\")\n", " \n", " # Calories (FAT + CHO)\n", - " # Assuming FAT_smoothed and CHO_smoothed are in kcal/min\n", " avg_cals = (zone_df['FAT_smoothed'] + zone_df['CHO_smoothed']).mean()\n", - " zone_metrics[\"Calories\"].append(f\"{avg_cals:.1f} kcals/min\")\n", + " zone_metrics[\"Calories\"].append(f\"Avg:\\n{avg_cals:.1f} kcals/minute\")\n", " \n", " # Carb Utilization (g/min)\n", - " # 1g Carb = 4 kcal\n", " avg_carbs_g = zone_df['CHO_smoothed'].mean() / 4\n", - " zone_metrics[\"Carb Utilization\"].append(f\"{avg_carbs_g:.1f} g/min\")\n", + " zone_metrics[\"Carb Utilization\"].append(f\"Avg: {avg_carbs_g:.1f}g/min\\nCarb Utilization\")\n", " \n", " # Breathing (BF)\n", " avg_breaths = zone_df['BF(bpm)_smoothed'].mean()\n", - " zone_metrics[\"Breathing\"].append(f\"{int(avg_breaths)} breaths\")\n", + " ideal_range = ideal_breath_ranges[i]\n", + " zone_metrics[\"Breathing\"].append(f\"Avg: {int(avg_breaths)} breaths\\n{ideal_range}\")\n", " \n", " else:\n", - " zone_metrics[\"Speed\"].append(\"-\")\n", + " zone_metrics[\"Speed\"].append(\"-\\n2% Incline\")\n", " zone_metrics[\"Pace\"].append(\"-\")\n", " zone_metrics[\"Calories\"].append(\"-\")\n", " zone_metrics[\"Carb Utilization\"].append(\"-\")\n", - " zone_metrics[\"Breathing\"].append(\"-\")\n", + " zone_metrics[\"Breathing\"].append(f\"-\\n{ideal_breath_ranges[i]}\")\n", "\n", "# Prepare data for the table\n", - "# Rows: Description, HR %, HR BPM, Speed, Pace, Calories, Carb Utilization, Breathing\n", "table_data = []\n", "table_data.append(descriptions)\n", "table_data.append(hr_percentages)\n", @@ -1684,32 +1699,21 @@ "table_data.append(zone_metrics[\"Carb Utilization\"])\n", "table_data.append(zone_metrics[\"Breathing\"])\n", "\n", - "row_labels = [\n", - " \"Description\",\n", - " \"HR %\",\n", - " \"HR BPM\",\n", - " \"Speed\",\n", - " \"Pace\",\n", - " \"Calories\",\n", - " \"Carb Utilization\",\n", - " \"Breathing\"\n", - "]\n", - "\n", "col_labels = [\"Zone 1\", \"Zone 2\", \"Zone 3\", \"Zone 4\", \"Zone 5\"]\n", "\n", "# Create the table plot\n", - "fig, ax = plt.subplots(figsize=(16, 10))\n", + "fig, ax = plt.subplots(figsize=(16, 12)) # Increased height slightly\n", "ax.axis('off')\n", "\n", + "# Create table without rowLabels\n", "table = ax.table(cellText=table_data,\n", - " rowLabels=row_labels,\n", " colLabels=col_labels,\n", " loc='center',\n", " cellLoc='center')\n", "\n", "table.auto_set_font_size(False)\n", "table.set_fontsize(10)\n", - "table.scale(1, 2.5)\n", + "table.scale(1, 3.5) # Increased vertical scale for multi-line text\n", "\n", "# Styling\n", "# Header row\n", @@ -1719,16 +1723,10 @@ " cell.set_text_props(weight='bold')\n", "\n", "# Row specific styling\n", - "# Colors from template:\n", - "# Zone 1, 2: Red-200 (#fecaca)\n", - "# Zone 3: Yellow-200 (#fef08a)\n", - "# Zone 4, 5: Green-200 (#bbf7d0)\n", - "\n", "colors = ['#fecaca', '#fecaca', '#fef08a', '#bbf7d0', '#bbf7d0']\n", "\n", "for j in range(len(col_labels)):\n", - " # HR BPM row is at index 3 (0-based in data) -> row 3 in table (1-based? No, 0 is header, 1 is first row)\n", - " # Table keys are (row, col). Row 0 is header. Row 1 is Description. Row 2 is HR %. Row 3 is HR BPM.\n", + " # HR BPM row is at index 2 (0-based in data) -> row 3 in table (0 is header, 1 is desc, 2 is HR%, 3 is HR BPM)\n", " cell = table[(3, j)] \n", " cell.set_facecolor(colors[j])\n", " cell.set_text_props(weight='bold')\n",