diff --git a/data query and formatting.ipynb b/data query and formatting.ipynb new file mode 100644 index 0000000..6fa4a0e --- /dev/null +++ b/data query and formatting.ipynb @@ -0,0 +1,2487 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Goal is to display all workouts\n", + "#### * Query database\n", + "#### * Transform models into viewmodels\n", + "#### * Display data to user" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "import sqlite3\n", + "import json\n", + "from datetime import datetime" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "DATABASE = 'workout.db'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define function to query database" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "def query_db(query, args=(), one=False):\n", + " conn = sqlite3.connect(DATABASE)\n", + " conn.row_factory = sqlite3.Row\n", + " cur = conn.execute(query, args)\n", + " rv = cur.fetchall()\n", + " conn.commit()\n", + " cur.close()\n", + " return (rv[0] if rv else None) if one else rv" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Query all workouts & topsets completed by Gabe(PersonId=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WorkoutId: 35, PersonId: 1 Person:Gabe, StartDate: 2022-01-13, TopSetId: 61, ExerciseId: 2, Exercise: Bench, Repetitions: 8, Weight: 50kg\n", + "WorkoutId: 36, PersonId: 1 Person:Gabe, StartDate: 2022-01-18, TopSetId: 62, ExerciseId: 1, Exercise: Squat, Repetitions: 7, Weight: 55kg\n", + "WorkoutId: 36, PersonId: 1 Person:Gabe, StartDate: 2022-01-18, TopSetId: 63, ExerciseId: 4, Exercise: Hotep, Repetitions: 4, Weight: 25kg\n", + "WorkoutId: 37, PersonId: 1 Person:Gabe, StartDate: 2022-02-08, TopSetId: 64, ExerciseId: 2, Exercise: Bench, Repetitions: 5, Weight: 55kg\n", + "WorkoutId: 37, PersonId: 1 Person:Gabe, StartDate: 2022-02-08, TopSetId: 65, ExerciseId: 3, Exercise: Deadlift, Repetitions: 6, Weight: 95kg\n", + "WorkoutId: 38, PersonId: 1 Person:Gabe, StartDate: 2022-02-15, TopSetId: 66, ExerciseId: 1, Exercise: Squat, Repetitions: 3, Weight: 65kg\n", + "WorkoutId: 38, PersonId: 1 Person:Gabe, StartDate: 2022-02-15, TopSetId: 67, ExerciseId: 4, Exercise: Hotep, Repetitions: 6, Weight: 25kg\n", + "WorkoutId: 39, PersonId: 1 Person:Gabe, StartDate: 2022-02-17, TopSetId: 68, ExerciseId: 2, Exercise: Bench, Repetitions: 2, Weight: 60kg\n", + "WorkoutId: 39, PersonId: 1 Person:Gabe, StartDate: 2022-02-17, TopSetId: 69, ExerciseId: 3, Exercise: Deadlift, Repetitions: 8, Weight: 105kg\n", + "WorkoutId: 40, PersonId: 1 Person:Gabe, StartDate: 2022-03-01, TopSetId: 70, ExerciseId: 1, Exercise: Squat, Repetitions: 3, Weight: 75kg\n", + "WorkoutId: 40, PersonId: 1 Person:Gabe, StartDate: 2022-03-01, TopSetId: 71, ExerciseId: 4, Exercise: Hotep, Repetitions: 4, Weight: 30kg\n", + "WorkoutId: 41, PersonId: 1 Person:Gabe, StartDate: 2022-03-10, TopSetId: 72, ExerciseId: 2, Exercise: Bench, Repetitions: 11, Weight: 50kg\n", + "WorkoutId: 42, PersonId: 1 Person:Gabe, StartDate: 2022-03-15, TopSetId: 73, ExerciseId: 1, Exercise: Squat, Repetitions: 5, Weight: 75kg\n", + "WorkoutId: 42, PersonId: 1 Person:Gabe, StartDate: 2022-03-15, TopSetId: 74, ExerciseId: 4, Exercise: Hotep, Repetitions: 5, Weight: 30kg\n", + "WorkoutId: 43, PersonId: 1 Person:Gabe, StartDate: 2022-03-22, TopSetId: 75, ExerciseId: 2, Exercise: Bench, Repetitions: 4, Weight: 60kg\n", + "WorkoutId: 43, PersonId: 1 Person:Gabe, StartDate: 2022-03-22, TopSetId: 76, ExerciseId: 3, Exercise: Deadlift, Repetitions: 4, Weight: 110kg\n", + "WorkoutId: 44, PersonId: 1 Person:Gabe, StartDate: 2022-04-07, TopSetId: 77, ExerciseId: 1, Exercise: Squat, Repetitions: 6, Weight: 75kg\n", + "WorkoutId: 44, PersonId: 1 Person:Gabe, StartDate: 2022-04-07, TopSetId: 78, ExerciseId: 4, Exercise: Hotep, Repetitions: 2, Weight: 35kg\n", + "WorkoutId: 45, PersonId: 1 Person:Gabe, StartDate: 2022-04-21, TopSetId: 79, ExerciseId: 2, Exercise: Bench, Repetitions: 10, Weight: 45kg\n", + "WorkoutId: 45, PersonId: 1 Person:Gabe, StartDate: 2022-04-21, TopSetId: 80, ExerciseId: 3, Exercise: Deadlift, Repetitions: 10, Weight: 100kg\n", + "WorkoutId: 46, PersonId: 1 Person:Gabe, StartDate: 2022-04-26, TopSetId: 81, ExerciseId: 1, Exercise: Squat, Repetitions: 3, Weight: 80kg\n", + "WorkoutId: 47, PersonId: 1 Person:Gabe, StartDate: 2022-04-28, TopSetId: 82, ExerciseId: 2, Exercise: Bench, Repetitions: 2, Weight: 60kg\n", + "WorkoutId: 47, PersonId: 1 Person:Gabe, StartDate: 2022-04-28, TopSetId: 83, ExerciseId: 3, Exercise: Deadlift, Repetitions: 5, Weight: 100kg\n", + "WorkoutId: 48, PersonId: 1 Person:Gabe, StartDate: 2022-05-03, TopSetId: 84, ExerciseId: 2, Exercise: Bench, Repetitions: 4, Weight: 55kg\n", + "WorkoutId: 48, PersonId: 1 Person:Gabe, StartDate: 2022-05-03, TopSetId: 85, ExerciseId: 3, Exercise: Deadlift, Repetitions: 7, Weight: 95kg\n", + "WorkoutId: 49, PersonId: 1 Person:Gabe, StartDate: 2022-05-05, TopSetId: 86, ExerciseId: 2, Exercise: Bench, Repetitions: 4, Weight: 55kg\n", + "WorkoutId: 49, PersonId: 1 Person:Gabe, StartDate: 2022-05-05, TopSetId: 87, ExerciseId: 3, Exercise: Deadlift, Repetitions: 7, Weight: 110kg\n", + "WorkoutId: 50, PersonId: 1 Person:Gabe, StartDate: 2022-05-17, TopSetId: 88, ExerciseId: 1, Exercise: Squat, Repetitions: 3, Weight: 60kg\n", + "WorkoutId: 50, PersonId: 1 Person:Gabe, StartDate: 2022-05-17, TopSetId: 89, ExerciseId: 4, Exercise: Hotep, Repetitions: 4, Weight: 27kg\n", + "WorkoutId: 51, PersonId: 1 Person:Gabe, StartDate: 2022-05-19, TopSetId: 90, ExerciseId: 2, Exercise: Bench, Repetitions: 1, Weight: 65kg\n", + "WorkoutId: 51, PersonId: 1 Person:Gabe, StartDate: 2022-05-19, TopSetId: 91, ExerciseId: 3, Exercise: Deadlift, Repetitions: 4, Weight: 125kg\n", + "WorkoutId: 52, PersonId: 1 Person:Gabe, StartDate: 2022-06-07, TopSetId: 92, ExerciseId: 2, Exercise: Bench, Repetitions: 4, Weight: 55kg\n", + "WorkoutId: 52, PersonId: 1 Person:Gabe, StartDate: 2022-06-07, TopSetId: 93, ExerciseId: 3, Exercise: Deadlift, Repetitions: 5, Weight: 100kg\n", + "WorkoutId: 53, PersonId: 1 Person:Gabe, StartDate: 2022-06-14, TopSetId: 94, ExerciseId: 1, Exercise: Squat, Repetitions: 2, Weight: 75kg\n", + "WorkoutId: 53, PersonId: 1 Person:Gabe, StartDate: 2022-06-14, TopSetId: 95, ExerciseId: 4, Exercise: Hotep, Repetitions: 4, Weight: 31kg\n", + "WorkoutId: 54, PersonId: 1 Person:Gabe, StartDate: 2022-06-29, TopSetId: 96, ExerciseId: 2, Exercise: Bench, Repetitions: 11, Weight: 40kg\n", + "WorkoutId: 55, PersonId: 1 Person:Gabe, StartDate: 2022-07-07, TopSetId: 97, ExerciseId: 1, Exercise: Squat, Repetitions: 5, Weight: 65kg\n", + "WorkoutId: 55, PersonId: 1 Person:Gabe, StartDate: 2022-07-07, TopSetId: 98, ExerciseId: 4, Exercise: Hotep, Repetitions: 6, Weight: 30kg\n", + "WorkoutId: 56, PersonId: 1 Person:Gabe, StartDate: 2022-07-12, TopSetId: 99, ExerciseId: 2, Exercise: Bench, Repetitions: 4, Weight: 60kg\n", + "WorkoutId: 56, PersonId: 1 Person:Gabe, StartDate: 2022-07-12, TopSetId: 100, ExerciseId: 3, Exercise: Deadlift, Repetitions: 9, Weight: 100kg\n", + "WorkoutId: 57, PersonId: 1 Person:Gabe, StartDate: 2022-07-15, TopSetId: 101, ExerciseId: 1, Exercise: Squat, Repetitions: 6, Weight: 75kg\n", + "WorkoutId: 57, PersonId: 1 Person:Gabe, StartDate: 2022-07-15, TopSetId: 102, ExerciseId: 4, Exercise: Hotep, Repetitions: 3, Weight: 35kg\n" + ] + } + ], + "source": [ + "topsets = query_db(\"\"\"\n", + " SELECT \n", + " P.PersonId, \n", + " P.Name AS PersonName, \n", + " W.WorkoutId, \n", + " W.StartDate, \n", + " T.TopSetId, \n", + " E.ExerciseId, \n", + " E.Name AS ExerciseName, \n", + " T.Repetitions, \n", + " T.Weight\n", + " FROM Person P\n", + " LEFT JOIN Workout W ON P.PersonId=W.PersonId\n", + " LEFT JOIN TopSet T ON W.WorkoutId=T.WorkoutId\n", + " LEFT JOIN Exercise E ON T.ExerciseId=E.ExerciseId\n", + " WHERE P.PersonId=?\"\"\", [1])\n", + "\n", + "for topset in topsets:\n", + " print(f'WorkoutId: {topset[\"WorkoutId\"]}, PersonId: {topset[\"PersonId\"]} Person:{topset[\"PersonName\"]}, StartDate: {topset[\"StartDate\"]}, TopSetId: {topset[\"TopSetId\"]}, ExerciseId: {topset[\"ExerciseId\"]}, Exercise: {topset[\"ExerciseName\"]}, Repetitions: {topset[\"Repetitions\"]}, Weight: {topset[\"Weight\"]}kg')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Transform entity to view model with the following schema\n", + "
\n",
+    "{   \"PersonId\": 1,\n",
+    "    \"PersonName\": \"Gabe\",  \n",
+    "    \"Exercises\": [{\"ExerciseIs\": 1, \"ExerciseName\": \"Squat\"}, {\"ExerciseIs\": 2, \"ExerciseName\": \"Bench\"}]  \n",
+    "    \"Workouts\": [  \n",
+    "        {  \n",
+    "            \"WorkoutId\": 1,\n",
+    "            \"StartDate\": \"2022-06-29 00:00:00.000\",  \n",
+    "            \"TopSets\": [  \n",
+    "                {  \n",
+    "                    \"ExerciseId\": 1,\n",
+    "                    \"ExerciseName\": \"Squat\",  \n",
+    "                    \"Weight\": 80,  \n",
+    "                    \"Repetitions\": 8  \n",
+    "                },  \n",
+    "                {  \n",
+    "                    \"ExerciseId\": 2,\n",
+    "                    \"ExerciseName\": \"Bench\",  \n",
+    "                    \"Weight\": 60,  \n",
+    "                    \"Repetitions\": 4  \n",
+    "                }  \n",
+    "            ]  \n",
+    "        },  \n",
+    "        {\n",
+    "            \"WorkoutId\": 2,\n",
+    "            \"StartDate\": \"2022-07-01 00:00:00.000\",  \n",
+    "            \"TopSets\": [  \n",
+    "                {  \n",
+    "                    \"ExerciseId\": 1,\n",
+    "                    \"ExerciseName\": \"Squat\",  \n",
+    "                    \"Weight\": 85,  \n",
+    "                    \"Repetitions\": 4  \n",
+    "                },  \n",
+    "                {  \n",
+    "                    \"ExerciseId\": 2,\n",
+    "                    \"ExerciseName\": \"Bench\",  \n",
+    "                    \"Weight\": 65,  \n",
+    "                    \"Repetitions\": 5  \n",
+    "                }  \n",
+    "            ]  \n",
+    "        }  \n",
+    "    ]  \n",
+    "} \n",
+    "
" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 1. Extract name from rows" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Gabe'" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def get_name(topsets):\n", + " return topsets[0]['PersonName']\n", + "\n", + "get_name(topsets)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2. Group rows into workouts using WorkoutId column" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "def get_workouts(topsets):\n", + " # Get all unique workout_ids (No duplicates)\n", + " workout_ids = set([t['WorkoutId'] for t in topsets])\n", + "\n", + " # Group topsets into workouts\n", + " workouts = []\n", + " for workout_id in workout_ids:\n", + " topsets_in_workout = [t for t in topsets if t['WorkoutId'] == workout_id]\n", + " workouts.append({\n", + " 'WorkoutId': workout_id,\n", + " 'StartDate': topsets_in_workout[0]['StartDate'],\n", + " 'TopSets': [{\"TopSetId\": t['TopSetId'], \"ExerciseId\": t['ExerciseId'], \"ExerciseName\": t['ExerciseName'], \"Weight\": t['Weight'], \"Repetitions\": t['Repetitions'] } for t in topsets_in_workout]\n", + " })\n", + " return workouts" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[\n", + " {\n", + " \"WorkoutId\": 35,\n", + " \"StartDate\": \"2022-01-13\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 61,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 50,\n", + " \"Repetitions\": 8\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 36,\n", + " \"StartDate\": \"2022-01-18\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 62,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 7\n", + " },\n", + " {\n", + " \"TopSetId\": 63,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 25,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 37,\n", + " \"StartDate\": \"2022-02-08\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 64,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 5\n", + " },\n", + " {\n", + " \"TopSetId\": 65,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 95,\n", + " \"Repetitions\": 6\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 38,\n", + " \"StartDate\": \"2022-02-15\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 66,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 65,\n", + " \"Repetitions\": 3\n", + " },\n", + " {\n", + " \"TopSetId\": 67,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 25,\n", + " \"Repetitions\": 6\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 39,\n", + " \"StartDate\": \"2022-02-17\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 68,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 60,\n", + " \"Repetitions\": 2\n", + " },\n", + " {\n", + " \"TopSetId\": 69,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 105,\n", + " \"Repetitions\": 8\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 40,\n", + " \"StartDate\": \"2022-03-01\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 70,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 75,\n", + " \"Repetitions\": 3\n", + " },\n", + " {\n", + " \"TopSetId\": 71,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 30,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 41,\n", + " \"StartDate\": \"2022-03-10\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 72,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 50,\n", + " \"Repetitions\": 11\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 42,\n", + " \"StartDate\": \"2022-03-15\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 73,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 75,\n", + " \"Repetitions\": 5\n", + " },\n", + " {\n", + " \"TopSetId\": 74,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 30,\n", + " \"Repetitions\": 5\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 43,\n", + " \"StartDate\": \"2022-03-22\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 75,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 60,\n", + " \"Repetitions\": 4\n", + " },\n", + " {\n", + " \"TopSetId\": 76,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 110,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 44,\n", + " \"StartDate\": \"2022-04-07\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 77,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 75,\n", + " \"Repetitions\": 6\n", + " },\n", + " {\n", + " \"TopSetId\": 78,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 35,\n", + " \"Repetitions\": 2\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 45,\n", + " \"StartDate\": \"2022-04-21\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 79,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 45,\n", + " \"Repetitions\": 10\n", + " },\n", + " {\n", + " \"TopSetId\": 80,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 100,\n", + " \"Repetitions\": 10\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 46,\n", + " \"StartDate\": \"2022-04-26\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 81,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 80,\n", + " \"Repetitions\": 3\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 47,\n", + " \"StartDate\": \"2022-04-28\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 82,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 60,\n", + " \"Repetitions\": 2\n", + " },\n", + " {\n", + " \"TopSetId\": 83,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 100,\n", + " \"Repetitions\": 5\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 48,\n", + " \"StartDate\": \"2022-05-03\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 84,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 4\n", + " },\n", + " {\n", + " \"TopSetId\": 85,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 95,\n", + " \"Repetitions\": 7\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 49,\n", + " \"StartDate\": \"2022-05-05\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 86,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 4\n", + " },\n", + " {\n", + " \"TopSetId\": 87,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 110,\n", + " \"Repetitions\": 7\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 50,\n", + " \"StartDate\": \"2022-05-17\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 88,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 60,\n", + " \"Repetitions\": 3\n", + " },\n", + " {\n", + " \"TopSetId\": 89,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 27,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 51,\n", + " \"StartDate\": \"2022-05-19\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 90,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 65,\n", + " \"Repetitions\": 1\n", + " },\n", + " {\n", + " \"TopSetId\": 91,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 125,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 52,\n", + " \"StartDate\": \"2022-06-07\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 92,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 4\n", + " },\n", + " {\n", + " \"TopSetId\": 93,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 100,\n", + " \"Repetitions\": 5\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 53,\n", + " \"StartDate\": \"2022-06-14\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 94,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 75,\n", + " \"Repetitions\": 2\n", + " },\n", + " {\n", + " \"TopSetId\": 95,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 31,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 54,\n", + " \"StartDate\": \"2022-06-29\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 96,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 40,\n", + " \"Repetitions\": 11\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 55,\n", + " \"StartDate\": \"2022-07-07\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 97,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 65,\n", + " \"Repetitions\": 5\n", + " },\n", + " {\n", + " \"TopSetId\": 98,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 30,\n", + " \"Repetitions\": 6\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 56,\n", + " \"StartDate\": \"2022-07-12\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 99,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 60,\n", + " \"Repetitions\": 4\n", + " },\n", + " {\n", + " \"TopSetId\": 100,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 100,\n", + " \"Repetitions\": 9\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 57,\n", + " \"StartDate\": \"2022-07-15\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 101,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 75,\n", + " \"Repetitions\": 6\n", + " },\n", + " {\n", + " \"TopSetId\": 102,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 35,\n", + " \"Repetitions\": 3\n", + " }\n", + " ]\n", + " }\n", + "]\n" + ] + } + ], + "source": [ + "print(json.dumps(get_workouts(topsets), indent=2))" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'ExerciseId': 1, 'ExerciseName': 'Squat'},\n", + " {'ExerciseId': 2, 'ExerciseName': 'Bench'},\n", + " {'ExerciseId': 3, 'ExerciseName': 'Deadlift'},\n", + " {'ExerciseId': 4, 'ExerciseName': 'Hotep'}]" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def get_all_exercises_from_topsets(topsets):\n", + " exercise_ids = set([t['ExerciseId'] for t in topsets])\n", + " exercises = []\n", + " for exercise_id in exercise_ids:\n", + " exercises.append({\n", + " 'ExerciseId': exercise_id,\n", + " 'ExerciseName': next((t['ExerciseName'] for t in topsets if t['ExerciseId'] == exercise_id), 'Unknown')\n", + " })\n", + " return exercises\n", + "\n", + "get_all_exercises_from_topsets(topsets)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3. Compose functions together to acheive final model" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "def convert_to_view_model(topsets):\n", + " return {\n", + " 'PersonId': next((t['PersonId'] for t in topsets), -1),\n", + " 'PersonName': next((t['PersonName'] for t in topsets), -1),\n", + " 'Exercises': get_all_exercises_from_topsets(topsets),\n", + " 'Workouts': get_workouts(topsets)\n", + " }" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{\n", + " \"PersonId\": 1,\n", + " \"PersonName\": \"Gabe\",\n", + " \"Exercises\": [\n", + " {\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\"\n", + " },\n", + " {\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\"\n", + " },\n", + " {\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\"\n", + " },\n", + " {\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\"\n", + " }\n", + " ],\n", + " \"Workouts\": [\n", + " {\n", + " \"WorkoutId\": 35,\n", + " \"StartDate\": \"2022-01-13\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 61,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 50,\n", + " \"Repetitions\": 8\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 36,\n", + " \"StartDate\": \"2022-01-18\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 62,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 7\n", + " },\n", + " {\n", + " \"TopSetId\": 63,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 25,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 37,\n", + " \"StartDate\": \"2022-02-08\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 64,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 5\n", + " },\n", + " {\n", + " \"TopSetId\": 65,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 95,\n", + " \"Repetitions\": 6\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 38,\n", + " \"StartDate\": \"2022-02-15\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 66,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 65,\n", + " \"Repetitions\": 3\n", + " },\n", + " {\n", + " \"TopSetId\": 67,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 25,\n", + " \"Repetitions\": 6\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 39,\n", + " \"StartDate\": \"2022-02-17\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 68,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 60,\n", + " \"Repetitions\": 2\n", + " },\n", + " {\n", + " \"TopSetId\": 69,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 105,\n", + " \"Repetitions\": 8\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 40,\n", + " \"StartDate\": \"2022-03-01\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 70,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 75,\n", + " \"Repetitions\": 3\n", + " },\n", + " {\n", + " \"TopSetId\": 71,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 30,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 41,\n", + " \"StartDate\": \"2022-03-10\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 72,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 50,\n", + " \"Repetitions\": 11\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 42,\n", + " \"StartDate\": \"2022-03-15\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 73,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 75,\n", + " \"Repetitions\": 5\n", + " },\n", + " {\n", + " \"TopSetId\": 74,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 30,\n", + " \"Repetitions\": 5\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 43,\n", + " \"StartDate\": \"2022-03-22\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 75,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 60,\n", + " \"Repetitions\": 4\n", + " },\n", + " {\n", + " \"TopSetId\": 76,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 110,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 44,\n", + " \"StartDate\": \"2022-04-07\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 77,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 75,\n", + " \"Repetitions\": 6\n", + " },\n", + " {\n", + " \"TopSetId\": 78,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 35,\n", + " \"Repetitions\": 2\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 45,\n", + " \"StartDate\": \"2022-04-21\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 79,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 45,\n", + " \"Repetitions\": 10\n", + " },\n", + " {\n", + " \"TopSetId\": 80,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 100,\n", + " \"Repetitions\": 10\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 46,\n", + " \"StartDate\": \"2022-04-26\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 81,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 80,\n", + " \"Repetitions\": 3\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 47,\n", + " \"StartDate\": \"2022-04-28\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 82,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 60,\n", + " \"Repetitions\": 2\n", + " },\n", + " {\n", + " \"TopSetId\": 83,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 100,\n", + " \"Repetitions\": 5\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 48,\n", + " \"StartDate\": \"2022-05-03\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 84,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 4\n", + " },\n", + " {\n", + " \"TopSetId\": 85,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 95,\n", + " \"Repetitions\": 7\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 49,\n", + " \"StartDate\": \"2022-05-05\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 86,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 4\n", + " },\n", + " {\n", + " \"TopSetId\": 87,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 110,\n", + " \"Repetitions\": 7\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 50,\n", + " \"StartDate\": \"2022-05-17\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 88,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 60,\n", + " \"Repetitions\": 3\n", + " },\n", + " {\n", + " \"TopSetId\": 89,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 27,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 51,\n", + " \"StartDate\": \"2022-05-19\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 90,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 65,\n", + " \"Repetitions\": 1\n", + " },\n", + " {\n", + " \"TopSetId\": 91,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 125,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 52,\n", + " \"StartDate\": \"2022-06-07\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 92,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 4\n", + " },\n", + " {\n", + " \"TopSetId\": 93,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 100,\n", + " \"Repetitions\": 5\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 53,\n", + " \"StartDate\": \"2022-06-14\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 94,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 75,\n", + " \"Repetitions\": 2\n", + " },\n", + " {\n", + " \"TopSetId\": 95,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 31,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 54,\n", + " \"StartDate\": \"2022-06-29\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 96,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 40,\n", + " \"Repetitions\": 11\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 55,\n", + " \"StartDate\": \"2022-07-07\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 97,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 65,\n", + " \"Repetitions\": 5\n", + " },\n", + " {\n", + " \"TopSetId\": 98,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 30,\n", + " \"Repetitions\": 6\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 56,\n", + " \"StartDate\": \"2022-07-12\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 99,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 60,\n", + " \"Repetitions\": 4\n", + " },\n", + " {\n", + " \"TopSetId\": 100,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 100,\n", + " \"Repetitions\": 9\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 57,\n", + " \"StartDate\": \"2022-07-15\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 101,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 75,\n", + " \"Repetitions\": 6\n", + " },\n", + " {\n", + " \"TopSetId\": 102,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 35,\n", + " \"Repetitions\": 3\n", + " }\n", + " ]\n", + " }\n", + " ]\n", + "}\n" + ] + } + ], + "source": [ + "print(json.dumps(convert_to_view_model(topsets), indent=2))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Dashboard page" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "all_topsets =query_db(\"\"\"\n", + " SELECT \n", + " P.PersonId, \n", + " P.Name AS PersonName, \n", + " W.WorkoutId, \n", + " W.StartDate, \n", + " T.TopSetId, \n", + " E.ExerciseId, \n", + " E.Name AS ExerciseName, \n", + " T.Repetitions, \n", + " T.Weight\n", + " FROM Person P\n", + " LEFT JOIN Workout W ON P.PersonId=W.PersonId\n", + " LEFT JOIN TopSet T ON W.WorkoutId=T.WorkoutId\n", + " LEFT JOIN Exercise E ON T.ExerciseId=E.ExerciseId\"\"\")" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "def get_people(topsets):\n", + " # Get all unique workout_ids (No duplicates)\n", + " people_ids = set([t['PersonId'] for t in topsets])\n", + "\n", + " # Group topsets into workouts\n", + " people = []\n", + " for person_id in people_ids:\n", + " workouts_for_person = [t for t in topsets if t['PersonId'] == person_id]\n", + " people.append({\n", + " 'PersonId': person_id,\n", + " 'PersonName': workouts_for_person[0]['PersonName'],\n", + " 'Workouts': get_workouts(workouts_for_person)\n", + " })\n", + " return people" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[\n", + " {\n", + " \"PersonId\": 1,\n", + " \"PersonName\": \"Gabe\",\n", + " \"Workouts\": [\n", + " {\n", + " \"WorkoutId\": 35,\n", + " \"StartDate\": \"2022-01-13\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 61,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 50,\n", + " \"Repetitions\": 8\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 36,\n", + " \"StartDate\": \"2022-01-18\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 62,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 7\n", + " },\n", + " {\n", + " \"TopSetId\": 63,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 25,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 37,\n", + " \"StartDate\": \"2022-02-08\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 64,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 5\n", + " },\n", + " {\n", + " \"TopSetId\": 65,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 95,\n", + " \"Repetitions\": 6\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 38,\n", + " \"StartDate\": \"2022-02-15\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 66,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 65,\n", + " \"Repetitions\": 3\n", + " },\n", + " {\n", + " \"TopSetId\": 67,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 25,\n", + " \"Repetitions\": 6\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 39,\n", + " \"StartDate\": \"2022-02-17\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 68,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 60,\n", + " \"Repetitions\": 2\n", + " },\n", + " {\n", + " \"TopSetId\": 69,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 105,\n", + " \"Repetitions\": 8\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 40,\n", + " \"StartDate\": \"2022-03-01\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 70,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 75,\n", + " \"Repetitions\": 3\n", + " },\n", + " {\n", + " \"TopSetId\": 71,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 30,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 41,\n", + " \"StartDate\": \"2022-03-10\",\n", + " \"TopSets\": 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\"TopSetId\": 48,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 42,\n", + " \"Repetitions\": 2\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 29,\n", + " \"StartDate\": \"2022-05-03\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 49,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 47,\n", + " \"Repetitions\": 3\n", + " },\n", + " {\n", + " \"TopSetId\": 50,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 130,\n", + " \"Repetitions\": 2\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 30,\n", + " \"StartDate\": \"2022-05-05\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 51,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 80,\n", + " \"Repetitions\": 5\n", + " },\n", + " {\n", + " \"TopSetId\": 52,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 44,\n", + " \"Repetitions\": 4\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 31,\n", + " \"StartDate\": \"2022-05-17\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 53,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 3\n", + " },\n", + " {\n", + " \"TopSetId\": 54,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 140,\n", + " \"Repetitions\": 2\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 32,\n", + " \"StartDate\": \"2022-05-19\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 55,\n", + " \"ExerciseId\": 2,\n", + " \"ExerciseName\": \"Bench\",\n", + " \"Weight\": 55,\n", + " \"Repetitions\": 2\n", + " },\n", + " {\n", + " \"TopSetId\": 56,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 100,\n", + " \"Repetitions\": 5\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 33,\n", + " \"StartDate\": \"2022-06-07\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 57,\n", + " \"ExerciseId\": 1,\n", + " \"ExerciseName\": \"Squat\",\n", + " \"Weight\": 85,\n", + " \"Repetitions\": 3\n", + " },\n", + " {\n", + " \"TopSetId\": 58,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 45,\n", + " \"Repetitions\": 5\n", + " }\n", + " ]\n", + " },\n", + " {\n", + " \"WorkoutId\": 34,\n", + " \"StartDate\": \"2022-06-14\",\n", + " \"TopSets\": [\n", + " {\n", + " \"TopSetId\": 59,\n", + " \"ExerciseId\": 3,\n", + " \"ExerciseName\": \"Deadlift\",\n", + " \"Weight\": 120,\n", + " \"Repetitions\": 6\n", + " },\n", + " {\n", + " \"TopSetId\": 60,\n", + " \"ExerciseId\": 4,\n", + " \"ExerciseName\": \"Hotep\",\n", + " \"Weight\": 45,\n", + " \"Repetitions\": 5\n", + " }\n", + " ]\n", + " }\n", + " ]\n", + " }\n", + "]\n" + ] + } + ], + "source": [ + "print(json.dumps(get_people(all_topsets), indent=2))" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "gabe_topsts = [t for t in topsets if t['PersonId'] == 1]" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [], + "source": [ + "gabe_exercises = get_all_exercises_from_topsets(gabe_topsts)\n", + "gabe_rep_maxes = []\n", + "for e in gabe_exercises:\n", + " exercise_topsets = [t for t in gabe_topsts if t['ExerciseId'] == e['ExerciseId']]\n", + " set_reps = set([t['Repetitions'] for t in exercise_topsets])\n", + "\n", + " topsets_for_exercise = []\n", + " for rep in set_reps:\n", + " reps = [t for t in exercise_topsets if t['Repetitions'] == rep]\n", + " max_weight = max([t['Weight'] for t in reps])\n", + " max_topset_for_rep = [t for t in reps if t['Weight'] == max_weight]\n", + " topsets_for_exercise.append({\n", + " 'StartDate': max_topset_for_rep[0]['StartDate'],\n", + " 'Repetitions': rep,\n", + " 'Weight': max_weight\n", + " })\n", + " \n", + " topsets_for_exercise.sort(key=lambda x: datetime.strptime(x['StartDate'],\"%Y-%m-%d\"))\n", + " \n", + " gabe_rep_maxes.append({\n", + " 'ExerciseId': e['ExerciseId'],\n", + " 'ExerciseName': e['ExerciseName'],\n", + " 'RepMaxes': topsets_for_exercise,\n", + " })" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [], + "source": [ + "def get_rep_maxes_for_person(person_topsets):\n", + " person_exercises = get_all_exercises_from_topsets(person_topsets)\n", + "\n", + " rep_maxes_in_exercises = []\n", + " for e in person_exercises:\n", + " exercise_topsets = [\n", + " t for t in person_topsets if t['ExerciseId'] == e['ExerciseId']]\n", + " set_reps = set([t['Repetitions'] for t in exercise_topsets])\n", + "\n", + " topsets_for_exercise = []\n", + " for rep in set_reps:\n", + " reps = [t for t in exercise_topsets if t['Repetitions'] == rep]\n", + " max_weight = max([t['Weight'] for t in reps])\n", + " max_topset_for_rep = [t for t in reps if t['Weight'] == max_weight]\n", + " topsets_for_exercise.append({\n", + " 'StartDate': max_topset_for_rep[0]['StartDate'],\n", + " 'Repetitions': rep,\n", + " 'Weight': max_weight\n", + " })\n", + "\n", + " topsets_for_exercise.sort(\n", + " key=lambda x: datetime.strptime(x['StartDate'], \"%Y-%m-%d\"))\n", + "\n", + " rep_maxes_in_exercises.append({\n", + " 'ExerciseId': e['ExerciseId'],\n", + " 'ExerciseName': e['ExerciseName'],\n", + " 'RepMaxes': topsets_for_exercise,\n", + " })\n", + " return rep_maxes_in_exercises\n" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'ExerciseId': 1,\n", + " 'ExerciseName': 'Squat',\n", + " 'RepMaxes': [{'StartDate': '2022-01-18', 'Repetitions': 7, 'Weight': 55},\n", + " {'StartDate': '2022-03-15', 'Repetitions': 5, 'Weight': 75},\n", + " {'StartDate': '2022-04-07', 'Repetitions': 6, 'Weight': 75},\n", + " {'StartDate': '2022-04-26', 'Repetitions': 3, 'Weight': 80},\n", + " {'StartDate': '2022-06-14', 'Repetitions': 2, 'Weight': 75}]},\n", + " {'ExerciseId': 2,\n", + " 'ExerciseName': 'Bench',\n", + " 'RepMaxes': [{'StartDate': '2022-01-13', 'Repetitions': 8, 'Weight': 50},\n", + " {'StartDate': '2022-02-08', 'Repetitions': 5, 'Weight': 55},\n", + " {'StartDate': '2022-02-17', 'Repetitions': 2, 'Weight': 60},\n", + " {'StartDate': '2022-03-10', 'Repetitions': 11, 'Weight': 50},\n", + " {'StartDate': '2022-03-22', 'Repetitions': 4, 'Weight': 60},\n", + " {'StartDate': '2022-04-21', 'Repetitions': 10, 'Weight': 45},\n", + " {'StartDate': '2022-05-19', 'Repetitions': 1, 'Weight': 65}]},\n", + " {'ExerciseId': 3,\n", + " 'ExerciseName': 'Deadlift',\n", + " 'RepMaxes': [{'StartDate': '2022-02-08', 'Repetitions': 6, 'Weight': 95},\n", + " {'StartDate': '2022-02-17', 'Repetitions': 8, 'Weight': 105},\n", + " {'StartDate': '2022-04-21', 'Repetitions': 10, 'Weight': 100},\n", + " {'StartDate': '2022-04-28', 'Repetitions': 5, 'Weight': 100},\n", + " {'StartDate': '2022-05-05', 'Repetitions': 7, 'Weight': 110},\n", + " {'StartDate': '2022-05-19', 'Repetitions': 4, 'Weight': 125},\n", + " {'StartDate': '2022-07-12', 'Repetitions': 9, 'Weight': 100}]},\n", + " {'ExerciseId': 4,\n", + " 'ExerciseName': 'Hotep',\n", + " 'RepMaxes': [{'StartDate': '2022-03-15', 'Repetitions': 5, 'Weight': 30},\n", + " {'StartDate': '2022-04-07', 'Repetitions': 2, 'Weight': 35},\n", + " {'StartDate': '2022-06-14', 'Repetitions': 4, 'Weight': 31},\n", + " {'StartDate': '2022-07-07', 'Repetitions': 6, 'Weight': 30},\n", + " {'StartDate': '2022-07-15', 'Repetitions': 3, 'Weight': 35}]}]" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_rep_maxes_for_person(gabe_topsts)" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [], + "source": [ + "def get_people_and_exercise_rep_maxes(topsets):\n", + " # Get all unique workout_ids (No duplicates)\n", + " people_ids = set([t['PersonId'] for t in topsets])\n", + "\n", + " # Group topsets into workouts\n", + " people = []\n", + " for person_id in people_ids:\n", + " workouts_for_person = [t for t in topsets if t['PersonId'] == person_id]\n", + " people.append({\n", + " 'PersonId': person_id,\n", + " 'PersonName': workouts_for_person[0]['PersonName'],\n", + " 'Exercises': get_rep_maxes_for_person(workouts_for_person)\n", + " })\n", + " return people" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'PersonId': 1,\n", + " 'PersonName': 'Gabe',\n", + " 'Exercises': [{'ExerciseId': 1,\n", + " 'ExerciseName': 'Squat',\n", + " 'RepMaxes': [{'StartDate': '2022-01-18', 'Repetitions': 7, 'Weight': 55},\n", + " {'StartDate': '2022-03-15', 'Repetitions': 5, 'Weight': 75},\n", + " {'StartDate': '2022-04-07', 'Repetitions': 6, 'Weight': 75},\n", + " {'StartDate': '2022-04-26', 'Repetitions': 3, 'Weight': 80},\n", + " {'StartDate': '2022-06-14', 'Repetitions': 2, 'Weight': 75}]},\n", + " {'ExerciseId': 2,\n", + " 'ExerciseName': 'Bench',\n", + " 'RepMaxes': [{'StartDate': '2022-01-13', 'Repetitions': 8, 'Weight': 50},\n", + " {'StartDate': '2022-02-08', 'Repetitions': 5, 'Weight': 55},\n", + " {'StartDate': '2022-02-17', 'Repetitions': 2, 'Weight': 60},\n", + " {'StartDate': '2022-03-10', 'Repetitions': 11, 'Weight': 50},\n", + " {'StartDate': '2022-03-22', 'Repetitions': 4, 'Weight': 60},\n", + " {'StartDate': '2022-04-21', 'Repetitions': 10, 'Weight': 45},\n", + " {'StartDate': '2022-05-19', 'Repetitions': 1, 'Weight': 65}]},\n", + " {'ExerciseId': 3,\n", + " 'ExerciseName': 'Deadlift',\n", + " 'RepMaxes': [{'StartDate': '2022-02-08', 'Repetitions': 6, 'Weight': 95},\n", + " {'StartDate': '2022-02-17', 'Repetitions': 8, 'Weight': 105},\n", + " {'StartDate': '2022-04-21', 'Repetitions': 10, 'Weight': 100},\n", + " {'StartDate': '2022-04-28', 'Repetitions': 5, 'Weight': 100},\n", + " {'StartDate': '2022-05-05', 'Repetitions': 7, 'Weight': 110},\n", + " {'StartDate': '2022-05-19', 'Repetitions': 4, 'Weight': 125},\n", + " {'StartDate': '2022-07-12', 'Repetitions': 9, 'Weight': 100}]},\n", + " {'ExerciseId': 4,\n", + " 'ExerciseName': 'Hotep',\n", + " 'RepMaxes': [{'StartDate': '2022-03-15', 'Repetitions': 5, 'Weight': 30},\n", + " {'StartDate': '2022-04-07', 'Repetitions': 2, 'Weight': 35},\n", + " {'StartDate': '2022-06-14', 'Repetitions': 4, 'Weight': 31},\n", + " {'StartDate': '2022-07-07', 'Repetitions': 6, 'Weight': 30},\n", + " {'StartDate': '2022-07-15', 'Repetitions': 3, 'Weight': 35}]}]},\n", + " {'PersonId': 2,\n", + " 'PersonName': 'Michael',\n", + " 'Exercises': [{'ExerciseId': 1,\n", + " 'ExerciseName': 'Squat',\n", + " 'RepMaxes': [{'StartDate': '2022-01-18', 'Repetitions': 10, 'Weight': 55},\n", + " {'StartDate': '2022-01-25', 'Repetitions': 65, 'Weight': 6},\n", + " {'StartDate': '2022-02-08', 'Repetitions': 2, 'Weight': 80},\n", + " {'StartDate': '2022-02-15', 'Repetitions': 5, 'Weight': 80},\n", + " {'StartDate': '2022-03-01', 'Repetitions': 7, 'Weight': 75},\n", + " {'StartDate': '2022-04-21', 'Repetitions': 4, 'Weight': 60},\n", + " {'StartDate': '2022-06-07', 'Repetitions': 3, 'Weight': 85}]},\n", + " {'ExerciseId': 2,\n", + " 'ExerciseName': 'Bench',\n", + " 'RepMaxes': [{'StartDate': '2022-01-13', 'Repetitions': 7, 'Weight': 45},\n", + " {'StartDate': '2022-02-03', 'Repetitions': 2, 'Weight': 55},\n", + " {'StartDate': '2022-02-17', 'Repetitions': 1, 'Weight': 60},\n", + " {'StartDate': '2022-03-10', 'Repetitions': 10, 'Weight': 45},\n", + " {'StartDate': '2022-03-22', 'Repetitions': 5, 'Weight': 40},\n", + " {'StartDate': '2022-05-17', 'Repetitions': 3, 'Weight': 55}]},\n", + " {'ExerciseId': 3,\n", + " 'ExerciseName': 'Deadlift',\n", + " 'RepMaxes': [{'StartDate': '2022-01-20', 'Repetitions': 10, 'Weight': 115},\n", + " {'StartDate': '2022-01-27', 'Repetitions': 5, 'Weight': 125},\n", + " {'StartDate': '2022-02-03', 'Repetitions': 3, 'Weight': 135},\n", + " {'StartDate': '2022-02-17', 'Repetitions': 2, 'Weight': 150},\n", + " {'StartDate': '2022-04-12', 'Repetitions': 1, 'Weight': 130},\n", + " {'StartDate': '2022-06-14', 'Repetitions': 6, 'Weight': 120}]},\n", + " {'ExerciseId': 4,\n", + " 'ExerciseName': 'Hotep',\n", + " 'RepMaxes': [{'StartDate': '2022-01-18', 'Repetitions': 10, 'Weight': 30},\n", + " {'StartDate': '2022-01-25', 'Repetitions': 7, 'Weight': 35},\n", + " {'StartDate': '2022-02-15', 'Repetitions': 3, 'Weight': 45},\n", + " {'StartDate': '2022-03-01', 'Repetitions': 4, 'Weight': 45},\n", + " {'StartDate': '2022-04-28', 'Repetitions': 2, 'Weight': 42},\n", + " {'StartDate': '2022-06-07', 'Repetitions': 5, 'Weight': 45}]}]}]" + ] + }, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_people_and_exercise_rep_maxes(all_topsets)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.9.6 64-bit", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.6" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "63076e477759601ac1c90dd52b6ecb6aedfcfea91f89ed7c8d6b0b077f7912d7" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}