{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "# SalesCast-AI \u2014 Sales and Demand Forecasting\n\n**Kunene \u00b7 Executed project notebook**\n\nTrain calendar Ridge regressions, compare weekly baselines, preserve time order, and evaluate an independent final test. All demonstration sales, prices, and stock assumptions are synthetic. The live browser application can fit the same models to your own valid sales CSV.",
   "id": "salescast-00"
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "## 1. Imports, fixed seed, and model definitions\n\nThis notebook requires NumPy, scikit-learn, and Matplotlib. Colab normally includes them; the exact project versions are listed in requirements.txt. Calendar regression uses L2 penalty alpha = 3. The intercept is not regularised. The code below includes the complete reproducible data generator and modelling pipeline.",
   "id": "salescast-01"
  },
  {
   "cell_type": "code",
   "metadata": {},
   "source": "\"\"\"SalesCast AI: generate demo sales, evaluate chronological forecasts, export reproducible fixtures.\"\"\"\nfrom pathlib import Path\nimport json, csv, sys\nfrom datetime import date,timedelta\nimport numpy as np\nfrom sklearn.linear_model import Ridge\nimport sklearn\n\nROOT=Path.cwd()\n(ROOT/'project').mkdir(exist_ok=True)\nALPHA=3.0\nCATALOG=[\n {'product':'Moringa Capsules','sku':'MC-001','price':129,'base':32,'trend':.018,'phase':.1,'stock':820,'lead':14,'safety':7},\n {'product':'Hibiscus Tea','sku':'HT-002','price':79,'base':24,'trend':.012,'phase':1.1,'stock':270,'lead':10,'safety':7},\n {'product':'Spirulina Powder','sku':'SP-003','price':169,'base':18,'trend':.008,'phase':2.2,'stock':700,'lead':14,'safety':7},\n {'product':'Baobab Blend','sku':'BB-004','price':99,'base':21,'trend':.016,'phase':.7,'stock':430,'lead':12,'safety':7},\n {'product':'Ginger Tonic','sku':'GT-005','price':65,'base':35,'trend':.025,'phase':1.8,'stock':610,'lead':10,'safety':7},\n {'product':'Herbal Starter Kit','sku':'HK-006','price':249,'base':11,'trend':.007,'phase':2.7,'stock':500,'lead':14,'safety':7}\n]\n\ndef generate():\n    rng=np.random.default_rng(20261102)\n    start=date(2024,11,2);rows=[]\n    for j,p in enumerate(CATALOG):\n        for i in range(730):\n            d=start+timedelta(days=i)\n            weekday=[-.08,-.05,0,.01,.16,.23,-.14][d.weekday()]\n            seasonal=.17*np.sin(2*np.pi*i/365.25+p['phase'])+.055*np.cos(4*np.pi*i/365.25)\n            mean=p['base']*(1+weekday+seasonal)+p['trend']*i\n            noise=rng.normal(0,2.0+p['base']*.07)\n            # Infrequent unsignalled promotions create realistic, unmodelled shocks.\n            if i%67==j*3:noise+=p['base']*.6\n            rows.append({'date':d.isoformat(),'product':p['product'],'units':max(0,int(round(mean+noise))),'unit_price':p['price']})\n    path=ROOT/'dist/data';path.mkdir(parents=True,exist_ok=True)\n    with (path/'demo_sales.csv').open('w',newline='') as f:\n        w=csv.DictWriter(f,fieldnames=['date','product','units','unit_price']);w.writeheader();w.writerows(rows)\n    (path/'catalog.json').write_text(json.dumps(CATALOG,indent=2))\n    return rows\n\ndef features(days,start,annual):\n    days=np.asarray(days,dtype=float);phase=2*np.pi*days/365.25;weekday=(days.astype(int)+4)%7\n    cols=[(days-start)/365]+[(weekday==i).astype(float) for i in range(1,7)]\n    cols += [f(phase*m) if annual else np.zeros(len(days)) for m in [1,2] for f in [np.sin,np.cos]]\n    return np.column_stack(cols)\n\ndef ridge_fit(days,units,start,annual):\n    return Ridge(alpha=ALPHA,fit_intercept=True,solver='svd').fit(features(days,start,annual),units)\n\ndef ridge_predict(model,days,start,annual):return np.maximum(0,model.predict(features(days,start,annual)))\ndef weekly(units,n):return np.resize(np.asarray(units[-7:],dtype=float),n)\ndef metrics(actual,pred):\n    a=np.asarray(actual);p=np.asarray(pred);errors=np.abs(a-p)\n    return {'mae':float(errors.mean()),'wape':float(errors.sum()/a.sum()) if a.sum() else None,'rmse':float(np.sqrt(np.mean((a-p)**2))),'absoluteError':float(errors.sum()),'totalActual':float(a.sum())}\n\ndef train(rows):\n    epoch=date(1970,1,1);products=[];fixtures=[]\n    for p in CATALOG:\n        records=[r for r in rows if r['product']==p['product']]\n        days=np.array([(date.fromisoformat(r['date'])-epoch).days for r in records]);units=np.array([r['units'] for r in records],dtype=float)\n        start=int(days[0]);n=len(units);annual=n-84>=365;val={'ridge':[],'weekly':[]}\n        for cut in [n-84,n-56]:\n            model=ridge_fit(days[:cut],units[:cut],start,annual)\n            val['ridge'].extend(np.abs(units[cut:cut+28]-ridge_predict(model,days[cut:cut+28],start,annual)).tolist())\n            val['weekly'].extend(np.abs(units[cut:cut+28]-weekly(units[:cut],28)).tolist())\n        chosen='ridge' if sum(val['ridge'])<sum(val['weekly']) else 'weekly'\n        cut=n-28;model=ridge_fit(days[:cut],units[:cut],start,annual)\n        rp=ridge_predict(model,days[cut:],start,annual);wp=weekly(units[:cut],28);pred=rp if chosen=='ridge' else wp\n        radius=float(np.quantile(val[chosen],.8,method='higher'))\n        final=ridge_fit(days,units,start,annual);future_days=np.arange(days[-1]+1,days[-1]+181)\n        forecast=ridge_predict(final,future_days,start,annual) if chosen=='ridge' else weekly(units,180)\n        item={'product':p['product'],'selected':chosen,'annual':annual,'test':metrics(units[cut:],pred),'ridge_test':metrics(units[cut:],rp),'weekly_test':metrics(units[cut:],wp),'range_radius':radius,'test_coverage':float((np.abs(units[cut:]-pred)<=radius).mean()),'training_rows':n,'validation_days':56,'test_days':28}\n        products.append(item)\n        fixtures.append({'product':p['product'],'selected':chosen,'beta':[float(final.intercept_),*final.coef_.tolist()],'forecast_first_30':forecast[:30].tolist(),'radius':radius,'test_wape':item['test']['wape'],'test_predictions':pred.tolist()})\n    actual=sum(p['test']['totalActual'] for p in products);error=sum(p['test']['absoluteError'] for p in products)\n    report={'data_source':'Synthetic demonstration only','seed':20261102,'observations':len(rows),'products':products,'portfolio_test_wape':error/actual,'test_days':28,'validation_days':56,'alpha':ALPHA,'python':sys.version.split()[0],'numpy':np.__version__,'scikit_learn':sklearn.__version__}\n    (ROOT/'project/evaluation.json').write_text(json.dumps(report,indent=2))\n    (ROOT/'project/python_fixtures.json').write_text(json.dumps(fixtures,indent=2))\n    print(json.dumps({'rows':len(rows),'products':len(products),'held_out_wape':report['portfolio_test_wape'],'models':{p['product']:p['selected'] for p in products}},indent=2))\n    return report\n\ndef main():\n    (ROOT/'project').mkdir(exist_ok=True)\n    return train(generate())\n\n\n",
   "execution_count": 1,
   "outputs": [],
   "id": "salescast-02"
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "## 2. Generate sales, validate chronologically, and train\n\nSix products \u00d7 730 days = 4,380 observations. At each product, use two expanding-window validation forecasts of 28 days, select the method using only those validation errors, and leave the final 28-day window for independent evaluation. Refit on all observed history for future forecasts.",
   "id": "salescast-03"
  },
  {
   "cell_type": "code",
   "metadata": {},
   "source": "report=main()\nprint('Weekly baseline test WAPE:', sum(p['weekly_test']['absoluteError'] for p in report['products'])/sum(p['weekly_test']['totalActual'] for p in report['products']))",
   "execution_count": 2,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "{\n  \"rows\": 4380,\n  \"products\": 6,\n  \"held_out_wape\": 0.07619053590808855,\n  \"models\": {\n    \"Moringa Capsules\": \"ridge\",\n    \"Hibiscus Tea\": \"ridge\",\n    \"Spirulina Powder\": \"ridge\",\n    \"Baobab Blend\": \"ridge\",\n    \"Ginger Tonic\": \"ridge\",\n    \"Herbal Starter Kit\": \"ridge\"\n  }\n}\nWeekly baseline test WAPE: 0.11482123169002993\n"
    }
   ],
   "id": "salescast-04"
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "## 3. Compare the measured product results\n\nWAPE is the sum of absolute errors divided by actual units. It is an error rate, not an accuracy score. The model choice below was determined before the final test was examined.",
   "id": "salescast-05"
  },
  {
   "cell_type": "code",
   "metadata": {},
   "source": "print(f\"{'Product':23s} {'Method':8s} {'Ridge WAPE':>12s} {'Weekly WAPE':>12s} {'MAE':>9s}\")\nfor p in report['products']:\n    print(f\"{p['product']:23s} {p['selected']:8s} {100*p['ridge_test']['wape']:11.2f}% {100*p['weekly_test']['wape']:11.2f}% {p['test']['mae']:9.3f}\")\nprint('Planning-range test coverage:', sum(p['test_coverage'] for p in report['products'])/len(report['products']))",
   "execution_count": 3,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "Product                 Method     Ridge WAPE  Weekly WAPE       MAE\nMoringa Capsules        ridge           8.62%        9.98%     4.104\nHibiscus Tea            ridge           7.80%       10.62%     2.885\nSpirulina Powder        ridge           9.82%       16.73%     2.621\nBaobab Blend            ridge           6.75%        9.39%     2.364\nGinger Tonic            ridge           5.87%       10.62%     3.628\nHerbal Starter Kit      ridge           9.00%       16.31%     1.674\nPlanning-range test coverage: 0.8214285714285715\n"
    }
   ],
   "id": "salescast-06"
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "## 4. Inspect the independent test and model comparison\n\nThe first chart overlays predictions for the last 28 days on observed Moringa Capsule sales. Its range uses earlier validation errors. The second chart compares product-level held-out errors.",
   "id": "salescast-07"
  },
  {
   "cell_type": "code",
   "metadata": {},
   "source": "import matplotlib.pyplot as plt\nfrom matplotlib.ticker import PercentFormatter\nwith (ROOT/'dist/data/demo_sales.csv').open() as f:\n    rows=list(csv.DictReader(f))\nselected=report['products'][0]\nrecords=[r for r in rows if r['product']==selected['product']]\ndates=[date.fromisoformat(r['date']) for r in records]\ndays=np.array([(d-date(1970,1,1)).days for d in dates])\nunits=np.array([float(r['units']) for r in records])\ncut=len(units)-28\nfitted=ridge_fit(days[:cut],units[:cut],int(days[0]),True)\npred=ridge_predict(fitted,days[cut:],int(days[0]),True) if selected['selected']=='ridge' else weekly(units[:cut],28)\nplt.rcParams.update({'font.size':10,'axes.spines.top':False,'axes.spines.right':False,'axes.labelcolor':'#425a80','text.color':'#23395c'})\nfig,axes=plt.subplots(1,2,figsize=(13,4.3),gridspec_kw={'width_ratios':[1.3,1]})\naxes[0].plot(dates[-90:],units[-90:],color='#5f84e7',lw=1.5,label='Observed sales')\naxes[0].plot(dates[cut:],pred,color='#d79958',lw=2,label='Held-out prediction')\naxes[0].fill_between(dates[cut:],np.maximum(0,pred-selected['range_radius']),pred+selected['range_radius'],color='#edcba2',alpha=.38,label='Planning range')\naxes[0].axvline(dates[cut],ls='--',color='#b8a58b',lw=1)\naxes[0].set(title='Moringa Capsules: final 28-day test',ylabel='Units per day')\naxes[0].tick_params(axis='x',labelrotation=25,labelsize=8)\naxes[0].legend(fontsize=8,loc='upper left')\nx=np.arange(len(report['products']))\naxes[1].bar(x-.17,[p['ridge_test']['wape'] for p in report['products']],.34,color='#6f8fe8',label='Calendar Ridge')\naxes[1].bar(x+.17,[p['weekly_test']['wape'] for p in report['products']],.34,color='#e0b285',label='Weekly baseline')\naxes[1].set_xticks(x,[p['product'].replace(' ','\\n',1) for p in report['products']],fontsize=7)\naxes[1].yaxis.set_major_formatter(PercentFormatter(1))\naxes[1].set(title='Independent test WAPE by product',ylabel='WAPE \u2014 lower is better')\naxes[1].legend(fontsize=8)\nfor ax in axes:ax.grid(axis='y',alpha=.18);ax.set_axisbelow(True)\nfig.tight_layout()\nfig.savefig(ROOT/'project/model_evaluation.png',dpi=180,bbox_inches='tight')\nplt.show()",
   "execution_count": 4,
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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      "text/plain": [
       "<Executed Matplotlib figure>"
      ]
     },
     "metadata": {}
    }
   ],
   "id": "salescast-08"
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "## 5. Forecast the portfolio\n\nThe shaded bounds are sums of the product planning ranges. They do not constitute an 80% portfolio confidence interval. No future actuals are used.",
   "id": "salescast-09"
  },
  {
   "cell_type": "code",
   "metadata": {},
   "source": "fixtures=json.loads((ROOT/'project/python_fixtures.json').read_text())\nhistorical=np.sum([np.array([float(r['units']) for r in rows if r['product']==p['product']]) for p in CATALOG],axis=0)\nforecast=np.sum([np.array(p['forecast_first_30']) for p in fixtures],axis=0)\nlower=np.sum([np.maximum(0,np.array(p['forecast_first_30'])-p['radius']) for p in fixtures],axis=0)\nupper=np.sum([np.array(p['forecast_first_30'])+p['radius'] for p in fixtures],axis=0)\nfuture_dates=[dates[-1]+timedelta(days=i+1) for i in range(30)]\nfig,ax=plt.subplots(figsize=(11,4))\nax.plot(dates[-90:],historical[-90:],color='#6b8de7',lw=1.6,label='Observed portfolio sales')\nax.plot([dates[-1],*future_dates],[historical[-1],*forecast],color='#d79958',lw=2,label='30-day point forecast')\nax.fill_between(future_dates,lower,upper,color='#edcba2',alpha=.4,label='Summed planning envelope')\nax.axvline(dates[-1],color='#b8a58b',ls='--',lw=1)\nax.set(title='SalesCast-AI: portfolio forecast',ylabel='Units per day',xlabel='Date')\nax.grid(axis='y',alpha=.18);ax.legend(fontsize=8);fig.tight_layout()\nfig.savefig(ROOT/'project/portfolio_forecast.png',dpi=180,bbox_inches='tight')\nprint('Forecast units, next 30 days:',round(float(forecast.sum()),3))\nprint('All records shown here are synthetic.')\nplt.show()",
   "execution_count": 5,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "Forecast units, next 30 days: 6886.706\nAll records shown here are synthetic.\n"
    },
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Executed Matplotlib figure>"
      ]
     },
     "metadata": {}
    }
   ],
   "id": "salescast-10"
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "## 6. Reproduce the browser result\n\n`project/python_fixtures.json` contains the learned coefficients, selected model, planning-range radius, first 30 forecasts, and test predictions for each product. `npm test` compares these against the independent browser implementation and verifies chronology, CSV validation, and stock calculations.\n\nRun the app with `python -m http.server 8000 --directory dist`, then open http://localhost:8000. To forecast your own sales without editing this demonstration pipeline, use the app\u2019s validated CSV import.\n\nReference: [scikit-learn Ridge](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.Ridge.html).",
   "id": "salescast-11"
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "name": "python",
   "version": "3.12"
  },
  "colab": {
   "provenance": []
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}