nvda_forecasting.ipynb

{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "_YzZF6VZi1qa",
        "outputId": "79f1db3e-ded0-40ba-fab2-31410f487471"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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            "\u001b[?25hDownloading appdirs-1.4.4-py2.py3-none-any.whl (9.6 kB)\n",
            "Building wheels for collected packages: pyod\n",
            "  Building wheel for pyod (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for pyod: filename=pyod-2.0.2-py3-none-any.whl size=198469 sha256=cac66fa84cbb284909a92e84b3fb35864800dfb7a3666c485eedafa1b047984a\n",
            "  Stored in directory: /root/.cache/pip/wheels/77/c2/20/34d1f15b41b701ba69f42a32304825810d680754d509f91391\n",
            "Successfully built pyod\n",
            "Installing collected packages: appdirs, tensorboardX, slicer, lightning-utilities, fs, coreforecast, utilsforecast, triad, torchmetrics, shap, pyod, nfoursid, pmdarima, adagio, tbats, pytorch-lightning, fugue, statsforecast, darts\n",
            "Successfully installed adagio-0.2.6 appdirs-1.4.4 coreforecast-0.0.12 darts-0.30.0 fs-2.4.16 fugue-0.9.1 lightning-utilities-0.11.7 nfoursid-1.0.1 pmdarima-2.0.4 pyod-2.0.2 pytorch-lightning-2.4.0 shap-0.46.0 slicer-0.0.8 statsforecast-1.7.7.1 tbats-1.1.3 tensorboardX-2.6.2.2 torchmetrics-1.4.2 triad-0.9.8 utilsforecast-0.2.5\n"
          ]
        }
      ],
      "source": [
        "pip install darts\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "peQp0kR0jLKD",
        "outputId": "d0845720-4798-47c0-9e5b-9703e69c0f89"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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            "Requirement already satisfied: pandas>=2.0 in /usr/local/lib/python3.10/dist-packages (from dask[dataframe]) (2.1.4)\n",
            "Collecting dask-expr<1.2,>=1.1 (from dask[dataframe])\n",
            "  Downloading dask_expr-1.1.14-py3-none-any.whl.metadata (2.5 kB)\n",
            "INFO: pip is looking at multiple versions of dask-expr to determine which version is compatible with other requirements. This could take a while.\n",
            "  Downloading dask_expr-1.1.13-py3-none-any.whl.metadata (2.5 kB)\n",
            "  Downloading dask_expr-1.1.12-py3-none-any.whl.metadata (2.5 kB)\n",
            "  Downloading dask_expr-1.1.11-py3-none-any.whl.metadata (2.5 kB)\n",
            "  Downloading dask_expr-1.1.10-py3-none-any.whl.metadata (2.5 kB)\n",
            "  Downloading dask_expr-1.1.9-py3-none-any.whl.metadata (2.5 kB)\n",
            "Requirement already satisfied: pyarrow>=7.0.0 in /usr/local/lib/python3.10/dist-packages (from dask-expr<1.2,>=1.1->dask[dataframe]) (14.0.2)\n",
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            "Requirement already satisfied: tzdata>=2022.1 in /usr/local/lib/python3.10/dist-packages (from pandas>=2.0->dask[dataframe]) (2024.1)\n",
            "Requirement already satisfied: locket in /usr/local/lib/python3.10/dist-packages (from partd>=1.4.0->dask[dataframe]) (1.0.0)\n",
            "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.8.2->pandas>=2.0->dask[dataframe]) (1.16.0)\n",
            "Downloading dask_expr-1.1.9-py3-none-any.whl (241 kB)\n",
            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m241.9/241.9 kB\u001b[0m \u001b[31m6.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hInstalling collected packages: dask-expr\n",
            "Successfully installed dask-expr-1.1.9\n"
          ]
        }
      ],
      "source": [
        "!pip install dask[dataframe]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "QuWTwnIcjMnu",
        "outputId": "21baa8b1-2470-4562-f225-ce293cbb85a2"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
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            "Requirement already satisfied: urllib3 in /usr/local/lib/python3.10/dist-packages (from pmdarima>=1.8.0->darts) (2.0.7)\n",
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            "Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib/python3.10/dist-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning>=1.5.0->darts) (6.1.0)\n",
            "Requirement already satisfied: yarl<2.0,>=1.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning>=1.5.0->darts) (1.11.1)\n",
            "Requirement already satisfied: async-timeout<5.0,>=4.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp!=4.0.0a0,!=4.0.0a1->fsspec[http]>=2022.5.0->pytorch-lightning>=1.5.0->darts) (4.0.3)\n",
            "Requirement already satisfied: pyarrow>=6.0.1 in /usr/local/lib/python3.10/dist-packages (from triad>=0.9.7->fugue>=0.8.1->statsforecast>=1.4->darts) (14.0.2)\n",
            "Requirement already satisfied: fs in /usr/local/lib/python3.10/dist-packages (from triad>=0.9.7->fugue>=0.8.1->statsforecast>=1.4->darts) (2.4.16)\n",
            "Requirement already satisfied: appdirs~=1.4.3 in /usr/local/lib/python3.10/dist-packages (from fs->triad>=0.9.7->fugue>=0.8.1->statsforecast>=1.4->darts) (1.4.4)\n"
          ]
        }
      ],
      "source": [
        "\n",
        "!pip install --upgrade darts"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "4dJvzfVMi8DY"
      },
      "outputs": [],
      "source": [
        "import pandas as pd\n",
        "import numpy as np\n",
        "from darts import TimeSeries\n",
        "from google.colab import drive\n",
        "from darts.utils.missing_values import fill_missing_values\n",
        "import plotly.graph_objects as go\n",
        "import matplotlib.pyplot as plt\n",
        "from darts.metrics import rmse, mape, r2_score, mae"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "zwhjOjTIjBfE",
        "outputId": "29531121-a849-493e-d01f-b36516671bf0"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n"
          ]
        }
      ],
      "source": [
        "drive.mount('/content/drive')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "VMOEuO4SjD00"
      },
      "outputs": [],
      "source": [
        "dfr = pd.read_excel(r'/content/drive/My Drive/NVDA.xlsx')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "75qOG2qyjT1Q"
      },
      "outputs": [],
      "source": [
        "df=dfr.copy()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "povY9AunjVrn"
      },
      "outputs": [],
      "source": [
        "df['Date'] = pd.to_datetime(df['Date'])\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "DY5SOxBvjXSE"
      },
      "outputs": [],
      "source": [
        "\n",
        "full_date_range = pd.date_range(start=df['Date'].min(), end=df['Date'].max(), freq='D')\n",
        "df.set_index('Date', inplace=True)\n",
        "df = df.reindex(full_date_range)\n",
        "\n",
        "df.reset_index(inplace=True)\n",
        "df.rename(columns={'index': 'Date'}, inplace=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "V2HKTmOTjYxq"
      },
      "outputs": [],
      "source": [
        "for i in df.columns[1:]:\n",
        "  df[i] = df[i].interpolate()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "4KNZDC6gUvH4"
      },
      "outputs": [],
      "source": [
        "df.set_index('Date', inplace=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "P19qYtJ-jhsr"
      },
      "outputs": [],
      "source": [
        "ts_df=df.copy()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "-io82BlIjiyN"
      },
      "outputs": [],
      "source": [
        "ts_series = TimeSeries.from_dataframe(ts_df[['Close']])"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "rFlwxfr6jjy0"
      },
      "outputs": [],
      "source": [
        "train, test = ts_series.split_before(pd.Timestamp('2024-03-21'))"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "def output(mod):\n",
        "\n",
        "  def generate_forecast(training_data):\n",
        "    model_instance = mod\n",
        "    model_instance.fit(training_data)\n",
        "    predicted_values = model_instance.predict(n=len(test))\n",
        "    return predicted_values[0].values()[0]\n",
        "\n",
        "  training_history = train\n",
        "  forecasted_values = []\n",
        "\n",
        "  for time_point in range(len(test)):\n",
        "      predicted_value = generate_forecast(training_history)\n",
        "      forecasted_values.append(predicted_value)\n",
        "\n",
        "      actual_observation = test[time_point]\n",
        "      training_history = training_history.append(actual_observation)\n",
        "\n",
        "\n",
        "  predictions_df = pd.DataFrame({\n",
        "    'Date': test.time_index,\n",
        "    'Predicted':   forecasted_values\n",
        "\n",
        "  })\n",
        "  predictions_df['Date'] = pd.to_datetime(predictions_df['Date'])\n",
        "  predictions_df.set_index('Date', inplace=True)\n",
        "  predictions_df['Predicted'] = predictions_df['Predicted'].astype(float)\n",
        "\n",
        "  pred=TimeSeries.from_dataframe(predictions_df, value_cols='Predicted')\n",
        "  rmseval =rmse(test, pred)\n",
        "  mapeval=mape(test, pred)\n",
        "  r2=r2_score(test,pred)\n",
        "  maeval=mae(test, pred)\n",
        "\n",
        "  fig = go.Figure()\n",
        "\n",
        "  fig.add_trace(go.Scatter(\n",
        "      x=ts_df.index,\n",
        "      y=ts_df['Close'],\n",
        "      mode='lines',\n",
        "      name='Actual',\n",
        "      line=dict(color='blue')\n",
        "  ))\n",
        "\n",
        "  # Plot predicted values\n",
        "  fig.add_trace(go.Scatter(\n",
        "      x=predictions_df.index,\n",
        "      y=predictions_df['Predicted'],\n",
        "      mode='lines',\n",
        "      name='Predicted',\n",
        "      line=dict(color='red', dash='dash')\n",
        "  ))\n",
        "\n",
        "  # Update layout\n",
        "  fig.update_layout(\n",
        "      title='LR Predictions vs Actual Values',\n",
        "      xaxis_title='Date',\n",
        "      yaxis_title='Stock Price',\n",
        "      legend_title='Legend',\n",
        "      template='plotly_white'\n",
        "  )\n",
        "\n",
        "\n",
        "\n",
        "  print(\"RMSE:\", rmseval, \"MAPE:\", mapeval, \"R2:\", r2, \"MAE:\", maeval )\n",
        "  fig.show()\n"
      ],
      "metadata": {
        "id": "aXR07ddYmht6"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "es6gBvQrjopx"
      },
      "source": [
        "# **Linear Regression**"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "B98nisUljkfD"
      },
      "outputs": [],
      "source": [
        "from darts.models import LinearRegressionModel"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "output(LinearRegressionModel(lags=7))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 559
        },
        "id": "zojqABHHoyYo",
        "outputId": "b995ce5a-c1f0-43fb-8ef8-337bb30a4036"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "RMSE: 3.0852847758856874 MAPE: 2.0056208831817735 R2: 0.9663411296562049 MAE: 2.1349988901216026\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<html>\n",
              "<head><meta charset=\"utf-8\" /></head>\n",
              "<body>\n",
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          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "w07wZ72yj-Ko"
      },
      "source": [
        "# **ARIMA**"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "B0WdzGVIj1VX"
      },
      "outputs": [],
      "source": [
        "from darts.models import ARIMA"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "output(ARIMA(p=5, d=1, q=0))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 559
        },
        "id": "kuX93Fqgo_gR",
        "outputId": "fd485dd9-8ba8-4256-c780-39fd1b2951a8"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "RMSE: 3.063417875069315 MAPE: 1.9661585187469868 R2: 0.9668165521766175 MAE: 2.0919567714760716\n"
          ]
        },
        {
          "output_type": "display_data",
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          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# **PROPHET**"
      ],
      "metadata": {
        "id": "eRKzSu7dpeA9"
      }
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "AvsfSBgo8REH"
      },
      "outputs": [],
      "source": [
        "from darts.models import Prophet"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "output(Prophet())"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "zla4_yrRps7e",
        "outputId": "f25ee2d2-77ee-4c06-bc8b-a1897b076f04"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/62skgief.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/v5r3v34g.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=72526', 'data', 'file=/tmp/tmpp24mnve1/62skgief.json', 'init=/tmp/tmpp24mnve1/v5r3v34g.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelgnt1si0r/prophet_model-20240914180953.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:09:53 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:09:54 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1x55s03e.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/76w8c9n8.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=97909', 'data', 'file=/tmp/tmpp24mnve1/1x55s03e.json', 'init=/tmp/tmpp24mnve1/76w8c9n8.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modellcvvhb_e/prophet_model-20240914180955.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:09:55 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:09:56 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ojhjiepb.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/of_bkcl8.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=51340', 'data', 'file=/tmp/tmpp24mnve1/ojhjiepb.json', 'init=/tmp/tmpp24mnve1/of_bkcl8.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model2zeqef39/prophet_model-20240914180956.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:09:56 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:09:57 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1dwa8evf.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/eikxk_7f.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=85742', 'data', 'file=/tmp/tmpp24mnve1/1dwa8evf.json', 'init=/tmp/tmpp24mnve1/eikxk_7f.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model1bdb4_17/prophet_model-20240914180957.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:09:57 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:09:59 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/x12bpyb5.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/d870ytg1.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=49473', 'data', 'file=/tmp/tmpp24mnve1/x12bpyb5.json', 'init=/tmp/tmpp24mnve1/d870ytg1.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model25x9svfz/prophet_model-20240914180959.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:09:59 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:00 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ebvhx6as.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/2jcbnvoi.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=76646', 'data', 'file=/tmp/tmpp24mnve1/ebvhx6as.json', 'init=/tmp/tmpp24mnve1/2jcbnvoi.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelrug32tkr/prophet_model-20240914181001.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:01 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:02 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/hhodsv9i.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/0rcjbb8g.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=82950', 'data', 'file=/tmp/tmpp24mnve1/hhodsv9i.json', 'init=/tmp/tmpp24mnve1/0rcjbb8g.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model390tkr4x/prophet_model-20240914181002.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:02 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:04 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/j5ehg8me.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/e4rboya4.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=35373', 'data', 'file=/tmp/tmpp24mnve1/j5ehg8me.json', 'init=/tmp/tmpp24mnve1/e4rboya4.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model204ggau_/prophet_model-20240914181004.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:04 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:06 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/pmmghuak.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/vrn49xvr.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=38026', 'data', 'file=/tmp/tmpp24mnve1/pmmghuak.json', 'init=/tmp/tmpp24mnve1/vrn49xvr.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model_p0mt4dw/prophet_model-20240914181007.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:07 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:09 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/j6b0_ysh.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/8a3rsst8.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=47977', 'data', 'file=/tmp/tmpp24mnve1/j6b0_ysh.json', 'init=/tmp/tmpp24mnve1/8a3rsst8.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelb2sxjfsc/prophet_model-20240914181009.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:09 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:10 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/rwwdvth5.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/8bg_pjw9.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=46270', 'data', 'file=/tmp/tmpp24mnve1/rwwdvth5.json', 'init=/tmp/tmpp24mnve1/8bg_pjw9.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelglz2s683/prophet_model-20240914181011.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:11 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:12 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/tl1e4oh5.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/xuef6z5t.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=35580', 'data', 'file=/tmp/tmpp24mnve1/tl1e4oh5.json', 'init=/tmp/tmpp24mnve1/xuef6z5t.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelwuki6u2r/prophet_model-20240914181012.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:12 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:14 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/pudzh9kp.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/g40ahm4q.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=7756', 'data', 'file=/tmp/tmpp24mnve1/pudzh9kp.json', 'init=/tmp/tmpp24mnve1/g40ahm4q.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model99hfoddr/prophet_model-20240914181014.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:14 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:15 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/n8w1qwpe.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/yxd9nqu2.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=58753', 'data', 'file=/tmp/tmpp24mnve1/n8w1qwpe.json', 'init=/tmp/tmpp24mnve1/yxd9nqu2.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model39ur75xx/prophet_model-20240914181015.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:15 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:17 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/hw98557u.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/o94vv_uh.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=30092', 'data', 'file=/tmp/tmpp24mnve1/hw98557u.json', 'init=/tmp/tmpp24mnve1/o94vv_uh.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelf2_8ie26/prophet_model-20240914181017.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:17 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:18 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/k60bfabv.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/953j60r_.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=37822', 'data', 'file=/tmp/tmpp24mnve1/k60bfabv.json', 'init=/tmp/tmpp24mnve1/953j60r_.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelc26_rwb7/prophet_model-20240914181019.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:19 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:20 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/p4e58wf8.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/_e2p_wly.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=58241', 'data', 'file=/tmp/tmpp24mnve1/p4e58wf8.json', 'init=/tmp/tmpp24mnve1/_e2p_wly.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelj2_18swv/prophet_model-20240914181021.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:21 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:22 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/0mwu_d0d.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/pzc5z9ne.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=52119', 'data', 'file=/tmp/tmpp24mnve1/0mwu_d0d.json', 'init=/tmp/tmpp24mnve1/pzc5z9ne.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelbgmyxmxj/prophet_model-20240914181022.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:22 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:24 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/fzde_hye.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/b2h1uhl3.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=43028', 'data', 'file=/tmp/tmpp24mnve1/fzde_hye.json', 'init=/tmp/tmpp24mnve1/b2h1uhl3.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model6x592s86/prophet_model-20240914181024.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:24 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:25 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/wyu_sdbc.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/82a04fgz.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=27757', 'data', 'file=/tmp/tmpp24mnve1/wyu_sdbc.json', 'init=/tmp/tmpp24mnve1/82a04fgz.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model6rqroxw0/prophet_model-20240914181025.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:25 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:26 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/8nj73a71.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/93xe9p68.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=2995', 'data', 'file=/tmp/tmpp24mnve1/8nj73a71.json', 'init=/tmp/tmpp24mnve1/93xe9p68.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelcgw9tmyl/prophet_model-20240914181027.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:27 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:28 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/kz0_zdco.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/g_fxd03b.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=30747', 'data', 'file=/tmp/tmpp24mnve1/kz0_zdco.json', 'init=/tmp/tmpp24mnve1/g_fxd03b.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model4m83e75w/prophet_model-20240914181028.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:28 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:29 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/7bm6irc6.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/q6tk9hyw.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=31089', 'data', 'file=/tmp/tmpp24mnve1/7bm6irc6.json', 'init=/tmp/tmpp24mnve1/q6tk9hyw.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modeljvyuwne8/prophet_model-20240914181029.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:29 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:30 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/qpom2o6u.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/yd878v_n.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=91910', 'data', 'file=/tmp/tmpp24mnve1/qpom2o6u.json', 'init=/tmp/tmpp24mnve1/yd878v_n.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model4w03x_4r/prophet_model-20240914181030.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:30 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:31 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/famzh8oc.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/h0fzjls1.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=54040', 'data', 'file=/tmp/tmpp24mnve1/famzh8oc.json', 'init=/tmp/tmpp24mnve1/h0fzjls1.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modeld5re1l30/prophet_model-20240914181032.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:32 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:33 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/5vpdf68a.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/cdvcnw5l.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=97657', 'data', 'file=/tmp/tmpp24mnve1/5vpdf68a.json', 'init=/tmp/tmpp24mnve1/cdvcnw5l.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelyh8td9wx/prophet_model-20240914181033.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:33 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:34 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/br_1ur4d.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/15kn2xb6.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=44709', 'data', 'file=/tmp/tmpp24mnve1/br_1ur4d.json', 'init=/tmp/tmpp24mnve1/15kn2xb6.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model_ibe1a2g/prophet_model-20240914181034.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:34 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:36 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1vxxiwf2.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ujfi6s6x.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=43148', 'data', 'file=/tmp/tmpp24mnve1/1vxxiwf2.json', 'init=/tmp/tmpp24mnve1/ujfi6s6x.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model7zgzg0rr/prophet_model-20240914181036.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:36 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:38 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/eiyrqdm7.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/z9ysf6ha.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=73132', 'data', 'file=/tmp/tmpp24mnve1/eiyrqdm7.json', 'init=/tmp/tmpp24mnve1/z9ysf6ha.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model1f10zm8r/prophet_model-20240914181038.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:38 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:39 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1a5078x2.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/m6gm7jly.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=29163', 'data', 'file=/tmp/tmpp24mnve1/1a5078x2.json', 'init=/tmp/tmpp24mnve1/m6gm7jly.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelkqoh3f4s/prophet_model-20240914181040.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:40 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:41 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/2fo7kh0d.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/r4dvnwlv.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=10076', 'data', 'file=/tmp/tmpp24mnve1/2fo7kh0d.json', 'init=/tmp/tmpp24mnve1/r4dvnwlv.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelkll9ryub/prophet_model-20240914181041.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:41 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:42 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/xtd55bfd.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/87vxbw9z.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=99841', 'data', 'file=/tmp/tmpp24mnve1/xtd55bfd.json', 'init=/tmp/tmpp24mnve1/87vxbw9z.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model00y4thu7/prophet_model-20240914181042.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:42 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:43 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/q3isjldc.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ex7qvpas.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=21563', 'data', 'file=/tmp/tmpp24mnve1/q3isjldc.json', 'init=/tmp/tmpp24mnve1/ex7qvpas.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelj6pdnki3/prophet_model-20240914181043.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:43 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:44 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/7_zshqig.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ow0d2_9z.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=18532', 'data', 'file=/tmp/tmpp24mnve1/7_zshqig.json', 'init=/tmp/tmpp24mnve1/ow0d2_9z.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelu5owb5ou/prophet_model-20240914181044.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:44 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:45 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/e_c_vmna.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/bidsgyyh.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=33470', 'data', 'file=/tmp/tmpp24mnve1/e_c_vmna.json', 'init=/tmp/tmpp24mnve1/bidsgyyh.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelm_nvirg5/prophet_model-20240914181046.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:46 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:46 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/8y1k7dks.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/r4uy1ibs.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=51461', 'data', 'file=/tmp/tmpp24mnve1/8y1k7dks.json', 'init=/tmp/tmpp24mnve1/r4uy1ibs.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model73yyaw5w/prophet_model-20240914181047.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:47 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:48 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/6ul289y_.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/r97ri4bc.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=68605', 'data', 'file=/tmp/tmpp24mnve1/6ul289y_.json', 'init=/tmp/tmpp24mnve1/r97ri4bc.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelz1wsefx8/prophet_model-20240914181048.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:48 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:49 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/pyv4jalg.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/_dxfj4df.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=34904', 'data', 'file=/tmp/tmpp24mnve1/pyv4jalg.json', 'init=/tmp/tmpp24mnve1/_dxfj4df.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model6mmgzc9v/prophet_model-20240914181049.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:49 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:50 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ezvob2tp.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/vuo2wr32.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=47193', 'data', 'file=/tmp/tmpp24mnve1/ezvob2tp.json', 'init=/tmp/tmpp24mnve1/vuo2wr32.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model_nsfrvmw/prophet_model-20240914181050.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:50 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:51 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ubbx8485.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/dqsk9vtp.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=24677', 'data', 'file=/tmp/tmpp24mnve1/ubbx8485.json', 'init=/tmp/tmpp24mnve1/dqsk9vtp.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelmfloknb2/prophet_model-20240914181052.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:52 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:53 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/fyhi68qd.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/8o2ihf6p.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=65280', 'data', 'file=/tmp/tmpp24mnve1/fyhi68qd.json', 'init=/tmp/tmpp24mnve1/8o2ihf6p.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model8ggilx11/prophet_model-20240914181054.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:54 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:55 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/zu6g96ob.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/245avl66.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=93697', 'data', 'file=/tmp/tmpp24mnve1/zu6g96ob.json', 'init=/tmp/tmpp24mnve1/245avl66.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelqsz8dm35/prophet_model-20240914181055.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:55 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:56 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/am2wpzah.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/bbvaf3bg.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=75211', 'data', 'file=/tmp/tmpp24mnve1/am2wpzah.json', 'init=/tmp/tmpp24mnve1/bbvaf3bg.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model5ns3pg_k/prophet_model-20240914181056.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:56 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:57 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/qtqe6sk2.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/yzwng698.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=77882', 'data', 'file=/tmp/tmpp24mnve1/qtqe6sk2.json', 'init=/tmp/tmpp24mnve1/yzwng698.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modele_99wc3k/prophet_model-20240914181058.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:58 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:10:59 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/4vtu2lau.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/z95cssup.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=7776', 'data', 'file=/tmp/tmpp24mnve1/4vtu2lau.json', 'init=/tmp/tmpp24mnve1/z95cssup.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelu0yt5bp0/prophet_model-20240914181059.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:10:59 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:00 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/w2x6svqc.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/wf8q1het.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=12010', 'data', 'file=/tmp/tmpp24mnve1/w2x6svqc.json', 'init=/tmp/tmpp24mnve1/wf8q1het.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelewxacm2b/prophet_model-20240914181100.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:00 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:01 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/_9p3uo6v.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/g9am_emw.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=31731', 'data', 'file=/tmp/tmpp24mnve1/_9p3uo6v.json', 'init=/tmp/tmpp24mnve1/g9am_emw.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model9q43e076/prophet_model-20240914181101.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:01 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:02 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/pzdohale.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/vfvu2rg5.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=20559', 'data', 'file=/tmp/tmpp24mnve1/pzdohale.json', 'init=/tmp/tmpp24mnve1/vfvu2rg5.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model5yvs0y7s/prophet_model-20240914181102.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:02 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:03 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ets5v23p.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/kl8hoesp.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=11277', 'data', 'file=/tmp/tmpp24mnve1/ets5v23p.json', 'init=/tmp/tmpp24mnve1/kl8hoesp.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelkogsqunz/prophet_model-20240914181103.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:03 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:05 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/czk2ohlx.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/frqi8neh.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=2710', 'data', 'file=/tmp/tmpp24mnve1/czk2ohlx.json', 'init=/tmp/tmpp24mnve1/frqi8neh.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modela6zcg1f1/prophet_model-20240914181105.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:05 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:07 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/7_pc77u0.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/zcz__lim.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=66499', 'data', 'file=/tmp/tmpp24mnve1/7_pc77u0.json', 'init=/tmp/tmpp24mnve1/zcz__lim.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelcuuf0257/prophet_model-20240914181107.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:07 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:08 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/hv7cm_f3.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/leqgby41.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=515', 'data', 'file=/tmp/tmpp24mnve1/hv7cm_f3.json', 'init=/tmp/tmpp24mnve1/leqgby41.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelhjbyyzen/prophet_model-20240914181109.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:09 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:10 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/sar1pusb.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/d76_pbgr.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=74497', 'data', 'file=/tmp/tmpp24mnve1/sar1pusb.json', 'init=/tmp/tmpp24mnve1/d76_pbgr.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modely8tgz62v/prophet_model-20240914181110.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:10 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:11 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ap2vm7bn.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/i0y5sjgh.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=38610', 'data', 'file=/tmp/tmpp24mnve1/ap2vm7bn.json', 'init=/tmp/tmpp24mnve1/i0y5sjgh.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model8j8xnlys/prophet_model-20240914181111.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:11 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:12 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ipsqpgd0.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/5ns1oahr.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=30481', 'data', 'file=/tmp/tmpp24mnve1/ipsqpgd0.json', 'init=/tmp/tmpp24mnve1/5ns1oahr.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelsq25tymf/prophet_model-20240914181113.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:13 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:14 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/s4wtsfvo.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/3oetwwx4.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=53895', 'data', 'file=/tmp/tmpp24mnve1/s4wtsfvo.json', 'init=/tmp/tmpp24mnve1/3oetwwx4.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model0ggobqvk/prophet_model-20240914181114.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:14 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:15 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/9t9nhzo7.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1lkgtcs1.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=36833', 'data', 'file=/tmp/tmpp24mnve1/9t9nhzo7.json', 'init=/tmp/tmpp24mnve1/1lkgtcs1.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelvns07b90/prophet_model-20240914181115.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:15 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:16 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/l8xxi0w2.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1_671_up.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=16004', 'data', 'file=/tmp/tmpp24mnve1/l8xxi0w2.json', 'init=/tmp/tmpp24mnve1/1_671_up.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelp5g2udhh/prophet_model-20240914181116.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:16 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:17 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/zv0qddw_.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ji31p0tq.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=41429', 'data', 'file=/tmp/tmpp24mnve1/zv0qddw_.json', 'init=/tmp/tmpp24mnve1/ji31p0tq.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelzy3jhiuv/prophet_model-20240914181118.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:18 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:18 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/_abzayzh.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/pfekr74w.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=82164', 'data', 'file=/tmp/tmpp24mnve1/_abzayzh.json', 'init=/tmp/tmpp24mnve1/pfekr74w.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelrenul_d5/prophet_model-20240914181119.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:19 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:20 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/dt02x_as.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/eeyni6g6.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=48833', 'data', 'file=/tmp/tmpp24mnve1/dt02x_as.json', 'init=/tmp/tmpp24mnve1/eeyni6g6.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelbs4vti8e/prophet_model-20240914181120.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:20 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:22 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/27nof_7s.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/eny0ffxg.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=43512', 'data', 'file=/tmp/tmpp24mnve1/27nof_7s.json', 'init=/tmp/tmpp24mnve1/eny0ffxg.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelvh5057_u/prophet_model-20240914181122.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:22 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:23 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ena1ackb.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/t1uy81kz.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=4384', 'data', 'file=/tmp/tmpp24mnve1/ena1ackb.json', 'init=/tmp/tmpp24mnve1/t1uy81kz.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelipr9nfnm/prophet_model-20240914181124.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:24 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:25 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/xiofex28.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/c5p2r5wz.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=36056', 'data', 'file=/tmp/tmpp24mnve1/xiofex28.json', 'init=/tmp/tmpp24mnve1/c5p2r5wz.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelrw370075/prophet_model-20240914181125.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:25 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:26 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/h8l9sq1w.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/0jgj4n8f.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=71151', 'data', 'file=/tmp/tmpp24mnve1/h8l9sq1w.json', 'init=/tmp/tmpp24mnve1/0jgj4n8f.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelw_94pabd/prophet_model-20240914181126.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:26 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:27 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/gp25tuyw.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/nv92gr7u.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=87658', 'data', 'file=/tmp/tmpp24mnve1/gp25tuyw.json', 'init=/tmp/tmpp24mnve1/nv92gr7u.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelw2clcg9x/prophet_model-20240914181127.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:27 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:28 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/r8b3r0u0.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/o5aqmwnt.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=42124', 'data', 'file=/tmp/tmpp24mnve1/r8b3r0u0.json', 'init=/tmp/tmpp24mnve1/o5aqmwnt.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model4bioqvmi/prophet_model-20240914181128.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:28 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:29 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/8ccvbbvr.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/i_vc6u5z.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=96072', 'data', 'file=/tmp/tmpp24mnve1/8ccvbbvr.json', 'init=/tmp/tmpp24mnve1/i_vc6u5z.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modeldegg5_le/prophet_model-20240914181129.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:29 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:30 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/0jfgzo_s.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/z7p2xzed.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=79933', 'data', 'file=/tmp/tmpp24mnve1/0jfgzo_s.json', 'init=/tmp/tmpp24mnve1/z7p2xzed.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modeltryu7g7i/prophet_model-20240914181131.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:31 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:31 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/o7245xlr.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/lv2bcajp.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=278', 'data', 'file=/tmp/tmpp24mnve1/o7245xlr.json', 'init=/tmp/tmpp24mnve1/lv2bcajp.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelhnz0a47n/prophet_model-20240914181131.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:31 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:32 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/n0mygdo_.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/m8037tf7.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=61338', 'data', 'file=/tmp/tmpp24mnve1/n0mygdo_.json', 'init=/tmp/tmpp24mnve1/m8037tf7.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelrwjte7ps/prophet_model-20240914181133.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:33 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:34 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/k46lv_tz.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/6judc94j.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=36844', 'data', 'file=/tmp/tmpp24mnve1/k46lv_tz.json', 'init=/tmp/tmpp24mnve1/6judc94j.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelzoj6nzp3/prophet_model-20240914181134.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:34 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:35 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/k50u6bn_.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ocbxumch.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=26361', 'data', 'file=/tmp/tmpp24mnve1/k50u6bn_.json', 'init=/tmp/tmpp24mnve1/ocbxumch.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model59ph9wpz/prophet_model-20240914181135.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:35 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:37 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/yap5ezl9.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/xnnw26i4.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=83563', 'data', 'file=/tmp/tmpp24mnve1/yap5ezl9.json', 'init=/tmp/tmpp24mnve1/xnnw26i4.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelua87kzta/prophet_model-20240914181137.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:37 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:38 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1b5kylcw.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/d_iruxt7.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=13695', 'data', 'file=/tmp/tmpp24mnve1/1b5kylcw.json', 'init=/tmp/tmpp24mnve1/d_iruxt7.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelc768tk3_/prophet_model-20240914181139.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:39 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:39 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/72i0bnjz.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/2l6780ld.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=80326', 'data', 'file=/tmp/tmpp24mnve1/72i0bnjz.json', 'init=/tmp/tmpp24mnve1/2l6780ld.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelp5lxr8k2/prophet_model-20240914181139.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:39 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:40 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/fanrmcr6.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/7ftb915_.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=36526', 'data', 'file=/tmp/tmpp24mnve1/fanrmcr6.json', 'init=/tmp/tmpp24mnve1/7ftb915_.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelxsiobenr/prophet_model-20240914181141.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:41 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:41 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1laa099l.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ke1s_9_d.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=70047', 'data', 'file=/tmp/tmpp24mnve1/1laa099l.json', 'init=/tmp/tmpp24mnve1/ke1s_9_d.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelb84s0p_o/prophet_model-20240914181142.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:42 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:42 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/5lj5nbrt.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/b0rot9vp.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=53161', 'data', 'file=/tmp/tmpp24mnve1/5lj5nbrt.json', 'init=/tmp/tmpp24mnve1/b0rot9vp.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelxamg3e8t/prophet_model-20240914181143.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:43 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:43 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/j55n_v3z.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/vnk_bz3r.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=35950', 'data', 'file=/tmp/tmpp24mnve1/j55n_v3z.json', 'init=/tmp/tmpp24mnve1/vnk_bz3r.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model_3ggmt2t/prophet_model-20240914181144.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:44 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:44 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/rhdgct30.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/sbvhjl2s.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=68264', 'data', 'file=/tmp/tmpp24mnve1/rhdgct30.json', 'init=/tmp/tmpp24mnve1/sbvhjl2s.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelgzrookaj/prophet_model-20240914181145.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:45 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:46 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/66l_0vbj.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/md9bnoyc.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=15479', 'data', 'file=/tmp/tmpp24mnve1/66l_0vbj.json', 'init=/tmp/tmpp24mnve1/md9bnoyc.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelvz9pqwli/prophet_model-20240914181146.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:46 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:47 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/pmj9bpql.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/fhq_cdfj.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=48755', 'data', 'file=/tmp/tmpp24mnve1/pmj9bpql.json', 'init=/tmp/tmpp24mnve1/fhq_cdfj.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelydpu_351/prophet_model-20240914181147.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:47 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:48 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/934tvrvt.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/_193o6m7.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=31907', 'data', 'file=/tmp/tmpp24mnve1/934tvrvt.json', 'init=/tmp/tmpp24mnve1/_193o6m7.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelc4ggxkci/prophet_model-20240914181148.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:48 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:49 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1s_diwe8.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/8h28ikm0.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=58693', 'data', 'file=/tmp/tmpp24mnve1/1s_diwe8.json', 'init=/tmp/tmpp24mnve1/8h28ikm0.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelmxfiqjhw/prophet_model-20240914181149.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:49 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:51 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/6qn29b3w.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/r80ptxn5.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=69958', 'data', 'file=/tmp/tmpp24mnve1/6qn29b3w.json', 'init=/tmp/tmpp24mnve1/r80ptxn5.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelaohs6ay0/prophet_model-20240914181151.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:51 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:52 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/f6fyk4hg.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/0hhsocjf.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=84184', 'data', 'file=/tmp/tmpp24mnve1/f6fyk4hg.json', 'init=/tmp/tmpp24mnve1/0hhsocjf.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelu7urjrpg/prophet_model-20240914181153.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:53 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:53 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ofkq9f6b.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/a5ig3c_4.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=6634', 'data', 'file=/tmp/tmpp24mnve1/ofkq9f6b.json', 'init=/tmp/tmpp24mnve1/a5ig3c_4.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model4s0i_4qj/prophet_model-20240914181154.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:54 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:55 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ssvx416t.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/tje9nwxf.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=52483', 'data', 'file=/tmp/tmpp24mnve1/ssvx416t.json', 'init=/tmp/tmpp24mnve1/tje9nwxf.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelq83fuu2g/prophet_model-20240914181155.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:55 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:56 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/x2q9pvwd.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/8q39_mlf.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=14727', 'data', 'file=/tmp/tmpp24mnve1/x2q9pvwd.json', 'init=/tmp/tmpp24mnve1/8q39_mlf.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelkyybwplh/prophet_model-20240914181156.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:56 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:57 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/m1do6m8p.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/7_3h3nvg.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=96336', 'data', 'file=/tmp/tmpp24mnve1/m1do6m8p.json', 'init=/tmp/tmpp24mnve1/7_3h3nvg.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelwlbaxr_q/prophet_model-20240914181157.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:57 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:58 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/hzvf2qoo.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/9eptxo73.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=4270', 'data', 'file=/tmp/tmpp24mnve1/hzvf2qoo.json', 'init=/tmp/tmpp24mnve1/9eptxo73.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelaqcs7yv1/prophet_model-20240914181158.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:58 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:11:59 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/udemrkmt.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/bdrzcj63.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=60583', 'data', 'file=/tmp/tmpp24mnve1/udemrkmt.json', 'init=/tmp/tmpp24mnve1/bdrzcj63.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model9wr9c7zm/prophet_model-20240914181159.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:11:59 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:00 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/en8pklh2.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/by7a3yn0.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=26297', 'data', 'file=/tmp/tmpp24mnve1/en8pklh2.json', 'init=/tmp/tmpp24mnve1/by7a3yn0.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model30ahto2r/prophet_model-20240914181200.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:00 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:01 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/sw9fmm9u.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/p4120gfe.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=47139', 'data', 'file=/tmp/tmpp24mnve1/sw9fmm9u.json', 'init=/tmp/tmpp24mnve1/p4120gfe.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelk62rnbbh/prophet_model-20240914181202.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:02 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:03 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/acqbiq8t.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/m646egzm.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=77260', 'data', 'file=/tmp/tmpp24mnve1/acqbiq8t.json', 'init=/tmp/tmpp24mnve1/m646egzm.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model4er0lr5r/prophet_model-20240914181203.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:03 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:04 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/lnv7rvi1.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/wzegl3l3.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=28798', 'data', 'file=/tmp/tmpp24mnve1/lnv7rvi1.json', 'init=/tmp/tmpp24mnve1/wzegl3l3.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modeld_1hi8jd/prophet_model-20240914181204.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:04 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:06 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/uhfbrbaa.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/jm395trc.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=36868', 'data', 'file=/tmp/tmpp24mnve1/uhfbrbaa.json', 'init=/tmp/tmpp24mnve1/jm395trc.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelx8vfzs3k/prophet_model-20240914181206.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:06 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:07 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/c2fw2o8i.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/y6y6nnd0.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=90820', 'data', 'file=/tmp/tmpp24mnve1/c2fw2o8i.json', 'init=/tmp/tmpp24mnve1/y6y6nnd0.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelaa5tw97w/prophet_model-20240914181208.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:08 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:09 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/v8o6546b.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/r93488sg.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=36141', 'data', 'file=/tmp/tmpp24mnve1/v8o6546b.json', 'init=/tmp/tmpp24mnve1/r93488sg.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model_leoensa/prophet_model-20240914181209.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:09 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:10 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/3skwu548.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/s_9_x7ek.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=99425', 'data', 'file=/tmp/tmpp24mnve1/3skwu548.json', 'init=/tmp/tmpp24mnve1/s_9_x7ek.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modela73jsjk4/prophet_model-20240914181210.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:10 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:11 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/b6z6b_5z.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1bzn0458.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=5092', 'data', 'file=/tmp/tmpp24mnve1/b6z6b_5z.json', 'init=/tmp/tmpp24mnve1/1bzn0458.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelww24znwj/prophet_model-20240914181211.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:11 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:12 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/o70ps6s6.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/cfqc57gk.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=42771', 'data', 'file=/tmp/tmpp24mnve1/o70ps6s6.json', 'init=/tmp/tmpp24mnve1/cfqc57gk.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelnxe9603k/prophet_model-20240914181212.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:12 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:14 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/zn9pi5sa.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/jt0ow6c2.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=21238', 'data', 'file=/tmp/tmpp24mnve1/zn9pi5sa.json', 'init=/tmp/tmpp24mnve1/jt0ow6c2.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model0w6w7i6e/prophet_model-20240914181214.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:14 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:15 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/40y96qq_.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/566cfky5.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=18881', 'data', 'file=/tmp/tmpp24mnve1/40y96qq_.json', 'init=/tmp/tmpp24mnve1/566cfky5.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model5rlh8sje/prophet_model-20240914181215.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:15 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:16 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/uzi_xypw.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/_sfdnjkf.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=47784', 'data', 'file=/tmp/tmpp24mnve1/uzi_xypw.json', 'init=/tmp/tmpp24mnve1/_sfdnjkf.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelctjyou_0/prophet_model-20240914181216.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:16 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:17 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/6zslbtu4.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/or090c9a.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=24040', 'data', 'file=/tmp/tmpp24mnve1/6zslbtu4.json', 'init=/tmp/tmpp24mnve1/or090c9a.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model5xu7dg51/prophet_model-20240914181217.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:17 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:18 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1p5tsf5x.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ml2irxil.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=67153', 'data', 'file=/tmp/tmpp24mnve1/1p5tsf5x.json', 'init=/tmp/tmpp24mnve1/ml2irxil.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelocyvg9bu/prophet_model-20240914181219.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:19 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:20 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/z_09hy4g.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/s9esr28h.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=91931', 'data', 'file=/tmp/tmpp24mnve1/z_09hy4g.json', 'init=/tmp/tmpp24mnve1/s9esr28h.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modellmz6iqdf/prophet_model-20240914181220.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:20 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:22 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/2gr26lbm.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/z5tx_zs4.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=82861', 'data', 'file=/tmp/tmpp24mnve1/2gr26lbm.json', 'init=/tmp/tmpp24mnve1/z5tx_zs4.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelkf0u01fu/prophet_model-20240914181223.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:23 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:24 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/re5gn8dg.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/n5qwb_yx.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=73562', 'data', 'file=/tmp/tmpp24mnve1/re5gn8dg.json', 'init=/tmp/tmpp24mnve1/n5qwb_yx.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelkl86mm2w/prophet_model-20240914181224.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:24 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:25 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/_rwddq_1.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/aomepccw.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=28505', 'data', 'file=/tmp/tmpp24mnve1/_rwddq_1.json', 'init=/tmp/tmpp24mnve1/aomepccw.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modeljg5g4bjx/prophet_model-20240914181225.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:25 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:26 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/p83w3hvz.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ops6dw8n.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=48590', 'data', 'file=/tmp/tmpp24mnve1/p83w3hvz.json', 'init=/tmp/tmpp24mnve1/ops6dw8n.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelb1jfdvzl/prophet_model-20240914181226.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:26 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:27 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/bc7mooc0.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/i2bzoot7.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=17963', 'data', 'file=/tmp/tmpp24mnve1/bc7mooc0.json', 'init=/tmp/tmpp24mnve1/i2bzoot7.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modele8h99dl0/prophet_model-20240914181227.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:27 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:28 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/hxnom5m4.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/9zz8z49a.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=36904', 'data', 'file=/tmp/tmpp24mnve1/hxnom5m4.json', 'init=/tmp/tmpp24mnve1/9zz8z49a.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model6gwp8qxa/prophet_model-20240914181229.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:29 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:29 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/_3xli_o1.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ojkga7gm.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=84382', 'data', 'file=/tmp/tmpp24mnve1/_3xli_o1.json', 'init=/tmp/tmpp24mnve1/ojkga7gm.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelcfce4sxv/prophet_model-20240914181230.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:30 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:30 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ekqokqfh.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/2rbeaopu.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=99702', 'data', 'file=/tmp/tmpp24mnve1/ekqokqfh.json', 'init=/tmp/tmpp24mnve1/2rbeaopu.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modeln718n7px/prophet_model-20240914181231.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:31 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:32 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ijv9bx54.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/fqq4lxik.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=82424', 'data', 'file=/tmp/tmpp24mnve1/ijv9bx54.json', 'init=/tmp/tmpp24mnve1/fqq4lxik.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelr5utd4qc/prophet_model-20240914181232.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:32 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:33 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/gpfp549x.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/aptah5zk.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=93102', 'data', 'file=/tmp/tmpp24mnve1/gpfp549x.json', 'init=/tmp/tmpp24mnve1/aptah5zk.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model9cvlrwi6/prophet_model-20240914181233.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:33 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:34 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/kvktsam0.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/lb5laakk.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=31158', 'data', 'file=/tmp/tmpp24mnve1/kvktsam0.json', 'init=/tmp/tmpp24mnve1/lb5laakk.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelchszhz8y/prophet_model-20240914181235.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:35 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:36 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/d3swu8gh.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/f5jt3nqc.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=98183', 'data', 'file=/tmp/tmpp24mnve1/d3swu8gh.json', 'init=/tmp/tmpp24mnve1/f5jt3nqc.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelw9yloovj/prophet_model-20240914181237.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:37 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:38 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/gsd3gi4x.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/yy75c5_k.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=27061', 'data', 'file=/tmp/tmpp24mnve1/gsd3gi4x.json', 'init=/tmp/tmpp24mnve1/yy75c5_k.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model11xpss6w/prophet_model-20240914181238.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:38 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:39 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/u9w9oynt.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/9rezqvk0.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=34365', 'data', 'file=/tmp/tmpp24mnve1/u9w9oynt.json', 'init=/tmp/tmpp24mnve1/9rezqvk0.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelbe17ds3b/prophet_model-20240914181240.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:40 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:41 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1c1n_b59.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/u33fvg49.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=96286', 'data', 'file=/tmp/tmpp24mnve1/1c1n_b59.json', 'init=/tmp/tmpp24mnve1/u33fvg49.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelib6l2qkm/prophet_model-20240914181241.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:41 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:42 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ustd8kjd.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/l9kvtfza.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=30239', 'data', 'file=/tmp/tmpp24mnve1/ustd8kjd.json', 'init=/tmp/tmpp24mnve1/l9kvtfza.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model_yfzrtwb/prophet_model-20240914181242.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:42 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:43 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/upmixs7y.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/qy42d7a6.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=61769', 'data', 'file=/tmp/tmpp24mnve1/upmixs7y.json', 'init=/tmp/tmpp24mnve1/qy42d7a6.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelqhahfxoy/prophet_model-20240914181243.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:43 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:44 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/41et1a9v.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/h192s7_e.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=93333', 'data', 'file=/tmp/tmpp24mnve1/41et1a9v.json', 'init=/tmp/tmpp24mnve1/h192s7_e.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelobu4wqj4/prophet_model-20240914181244.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:44 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:45 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/rt3epoao.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/t1vjz0a2.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=98997', 'data', 'file=/tmp/tmpp24mnve1/rt3epoao.json', 'init=/tmp/tmpp24mnve1/t1vjz0a2.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelj95gjvwp/prophet_model-20240914181245.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:45 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:47 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/49xdx_ef.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/gk9m9c79.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=78416', 'data', 'file=/tmp/tmpp24mnve1/49xdx_ef.json', 'init=/tmp/tmpp24mnve1/gk9m9c79.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model406b2i90/prophet_model-20240914181247.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:47 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:48 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/y5u2es_h.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/epn4xgbo.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=70164', 'data', 'file=/tmp/tmpp24mnve1/y5u2es_h.json', 'init=/tmp/tmpp24mnve1/epn4xgbo.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelpy8jau80/prophet_model-20240914181248.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:49 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:50 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/upzgvlor.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/_u60x9up.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=41928', 'data', 'file=/tmp/tmpp24mnve1/upzgvlor.json', 'init=/tmp/tmpp24mnve1/_u60x9up.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model6a2x7nr0/prophet_model-20240914181250.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:50 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:52 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/il5v5stj.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/vzzn5r6p.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=92450', 'data', 'file=/tmp/tmpp24mnve1/il5v5stj.json', 'init=/tmp/tmpp24mnve1/vzzn5r6p.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model_3a8mz4p/prophet_model-20240914181252.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:52 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:53 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/496ieh1v.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/88au_nwg.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=85860', 'data', 'file=/tmp/tmpp24mnve1/496ieh1v.json', 'init=/tmp/tmpp24mnve1/88au_nwg.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelrce97vxu/prophet_model-20240914181253.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:53 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:54 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1p725mw4.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/9k8nhyk5.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=69129', 'data', 'file=/tmp/tmpp24mnve1/1p725mw4.json', 'init=/tmp/tmpp24mnve1/9k8nhyk5.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelr_oaqm6m/prophet_model-20240914181254.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:54 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:55 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/52qhyxgn.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ofo_otc_.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=79349', 'data', 'file=/tmp/tmpp24mnve1/52qhyxgn.json', 'init=/tmp/tmpp24mnve1/ofo_otc_.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelocg47ys4/prophet_model-20240914181255.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:55 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:56 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/m_ephobw.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/c9e0sn9o.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=84543', 'data', 'file=/tmp/tmpp24mnve1/m_ephobw.json', 'init=/tmp/tmpp24mnve1/c9e0sn9o.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model4057v2wb/prophet_model-20240914181257.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:57 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:57 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/k8spml1h.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/5wrscr3i.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=67632', 'data', 'file=/tmp/tmpp24mnve1/k8spml1h.json', 'init=/tmp/tmpp24mnve1/5wrscr3i.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelg60632pd/prophet_model-20240914181258.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:58 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:58 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/gjdh5dwu.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/v0oqm4jd.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=87588', 'data', 'file=/tmp/tmpp24mnve1/gjdh5dwu.json', 'init=/tmp/tmpp24mnve1/v0oqm4jd.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelz9hefitx/prophet_model-20240914181259.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:12:59 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:12:59 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ova7w20c.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/94rtmlu3.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=47303', 'data', 'file=/tmp/tmpp24mnve1/ova7w20c.json', 'init=/tmp/tmpp24mnve1/94rtmlu3.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelmjricljg/prophet_model-20240914181300.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:00 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:00 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/3k4of2r1.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/cx0n9d10.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=82413', 'data', 'file=/tmp/tmpp24mnve1/3k4of2r1.json', 'init=/tmp/tmpp24mnve1/cx0n9d10.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelkqbxtldc/prophet_model-20240914181301.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:01 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:01 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/5i0skcli.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/bzflczg3.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=3880', 'data', 'file=/tmp/tmpp24mnve1/5i0skcli.json', 'init=/tmp/tmpp24mnve1/bzflczg3.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model0uabxqu6/prophet_model-20240914181302.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:02 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:02 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ev9ma8g5.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/63owqv_n.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=35876', 'data', 'file=/tmp/tmpp24mnve1/ev9ma8g5.json', 'init=/tmp/tmpp24mnve1/63owqv_n.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model16fu8t96/prophet_model-20240914181303.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:03 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:04 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1xyn1xms.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ldw5vusx.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=26350', 'data', 'file=/tmp/tmpp24mnve1/1xyn1xms.json', 'init=/tmp/tmpp24mnve1/ldw5vusx.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelplds0_n3/prophet_model-20240914181304.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:04 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:05 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/ott882ii.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/qhyumus_.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=10941', 'data', 'file=/tmp/tmpp24mnve1/ott882ii.json', 'init=/tmp/tmpp24mnve1/qhyumus_.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelj65e0qpz/prophet_model-20240914181305.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:05 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:06 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/c80g3zv2.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/t0c4hs9o.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=58530', 'data', 'file=/tmp/tmpp24mnve1/c80g3zv2.json', 'init=/tmp/tmpp24mnve1/t0c4hs9o.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelh7au1kc4/prophet_model-20240914181307.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:07 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:08 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/pu3sa35a.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/j_k2femq.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=79048', 'data', 'file=/tmp/tmpp24mnve1/pu3sa35a.json', 'init=/tmp/tmpp24mnve1/j_k2femq.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelbfcypmtt/prophet_model-20240914181308.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:08 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:09 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/x3ee6c2m.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/6l5ublit.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=30227', 'data', 'file=/tmp/tmpp24mnve1/x3ee6c2m.json', 'init=/tmp/tmpp24mnve1/6l5ublit.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model6xvnge0m/prophet_model-20240914181309.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:09 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:10 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/91anaxpx.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/b663q7ji.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=87307', 'data', 'file=/tmp/tmpp24mnve1/91anaxpx.json', 'init=/tmp/tmpp24mnve1/b663q7ji.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model02061xfo/prophet_model-20240914181310.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:10 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:11 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/rwgg832b.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/8obgxcg5.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=38843', 'data', 'file=/tmp/tmpp24mnve1/rwgg832b.json', 'init=/tmp/tmpp24mnve1/8obgxcg5.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model7fi8602z/prophet_model-20240914181311.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:11 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:11 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/916_casx.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/1yehvng_.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=95002', 'data', 'file=/tmp/tmpp24mnve1/916_casx.json', 'init=/tmp/tmpp24mnve1/1yehvng_.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelhzr0jkal/prophet_model-20240914181311.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:12 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:12 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/4jpgnatl.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/72xid1nm.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=62847', 'data', 'file=/tmp/tmpp24mnve1/4jpgnatl.json', 'init=/tmp/tmpp24mnve1/72xid1nm.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_modelv2vb88vp/prophet_model-20240914181312.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:12 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:13 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n",
            "INFO:prophet:Disabling daily seasonality. Run prophet with daily_seasonality=True to override this.\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/47bttvsn.json\n",
            "DEBUG:cmdstanpy:input tempfile: /tmp/tmpp24mnve1/hcvnj6v8.json\n",
            "DEBUG:cmdstanpy:idx 0\n",
            "DEBUG:cmdstanpy:running CmdStan, num_threads: None\n",
            "DEBUG:cmdstanpy:CmdStan args: ['/usr/local/lib/python3.10/dist-packages/prophet/stan_model/prophet_model.bin', 'random', 'seed=14168', 'data', 'file=/tmp/tmpp24mnve1/47bttvsn.json', 'init=/tmp/tmpp24mnve1/hcvnj6v8.json', 'output', 'file=/tmp/tmpp24mnve1/prophet_model831n9xkr/prophet_model-20240914181313.csv', 'method=optimize', 'algorithm=lbfgs', 'iter=10000']\n",
            "18:13:13 - cmdstanpy - INFO - Chain [1] start processing\n",
            "INFO:cmdstanpy:Chain [1] start processing\n",
            "18:13:14 - cmdstanpy - INFO - Chain [1] done processing\n",
            "INFO:cmdstanpy:Chain [1] done processing\n"
          ]
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "RMSE: 9.853415997744287 MAPE: 7.063242318157004 R2: 0.6566929984007871 MAE: 7.739310509719637\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
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              "</body>\n",
              "</html>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# **Random Forest**"
      ],
      "metadata": {
        "id": "g4asTUVSsv0z"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from darts.models import RandomForest"
      ],
      "metadata": {
        "id": "pYzsyunps2oM"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "output(RandomForest(7))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 559
        },
        "id": "dVu_CB7uszgQ",
        "outputId": "bba1e8ed-7bf2-48c8-b483-fef6cea47728"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "RMSE: 3.7488251528873957 MAPE: 2.5511464373811634 R2: 0.9503065219476318 MAE: 2.718692071606362\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
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              "            observer.disconnect();\n",
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              "}});\n",
              "\n",
              "// Listen for the removal of the full notebook cells\n",
              "var notebookContainer = gd.closest('#notebook-container');\n",
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              "    x.observe(notebookContainer, {childList: true});\n",
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              "</body>\n",
              "</html>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# **XGBoost**"
      ],
      "metadata": {
        "id": "azNDvWqNurDX"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from darts.models import XGBModel"
      ],
      "metadata": {
        "id": "5wIN2fCeui_d"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "output(XGBModel(7))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 559
        },
        "id": "_IKRajDquwVP",
        "outputId": "1122438c-6095-40fb-c8c5-09a935aa7898"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "RMSE: 4.171568164713711 MAPE: 2.816802903967086 R2: 0.9384670533581013 MAE: 3.0070179219906454\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
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